Cerebrospinal fluid p-tau231 as an early indicator of emerging pathology in Alzheimer's disease
Open accessPublished version of a preprint
Abstract
Abstract Biomarkers for early phosphorylation of tau constitute an unmet need for disease modifying intervention in early stages of Alzheimer’s disease (AD). Recent advances in targeted mass spectrometry and immunoassays have revealed phosphorylation sites, in the cerebrospinal fluid (CSF), with potentially greater utility as preclinical and diagnostic biomarkers as compared to the well validated biomarker – phosphorylated tau at threonine 181 (p-tau181). Phosphorylated tau (p-tau) epitopes in cerebrospinal fluid (CSF) are highly accurate biomarkers for Alzheimer’s disease (AD) neuropathology and are already increased before cognitive symptoms have manifested. However, it is unknown if these preclinical increases transpire earlier, prior to amyloid-beta (Aβ) positivity threshold, and if an ordinal sequence of p-tau epitopes occurs at this incipient phase. In this study, we measured cerebrospinal (CSF) p-tau181, p-tau217 and p-tau231 in 171 participants across the AD continuum compared to AD neuropathology as indexed by Ab ([18F]AZD4694) and tau ([18F]MK6240) position emission tomography. CSF P-tau217 and p-tau231 predicted Aβ and tau at the preclinical and dementia stages to a similar degree but p-tau231 attained abnormal levels first. P-tau231 was more sensitive to the earliest changes in Aβ in the medial orbitofrontal, precuneus and posterior cingulate cortices before global Aβ PET positivity had been achieved. Our findings demonstrate that CSF p-tau231 increases early in development of AD pathology and is a principal candidate for detecting incipient Aβ pathology for therapeutic trial application.
AI snapshot
Written from the paper’s full text.
TL;DR
In 171 TRIAD participants across the AD continuum, CSF p-tau231, p-tau217, and p-tau181 all predicted AD-related PET and clinical outcomes, but p-tau231 showed the earliest abnormality and strongest regional association with emerging Aβ deposition. CSF p-tau231 became abnormal before global Aβ PET positivity, particularly in medial orbitofrontal, precuneus, and posterior cingulate regions.
Key findings
- All CSF p-tau biomarkers predicted cognitive impairment, but p-tau217 showed the largest fold-changes: 6-fold higher in CI Aβ+ vs CU Aβ−, 4.7-fold in CI Aβ+ vs CI Aβ−, and 5.9-fold in MCI Aβ+ and 7.1-fold in AD vs CU Aβ−; versus non-AD, MCI Aβ+ was 4.8-fold and AD 5.8-fold.
- p-tau231 and p-tau217 had similar correlations with Aβ PET (r = 0.81 and 0.79) and tau PET (r = 0.74 and 0.73), both stronger than p-tau181 (r = 0.70 for Aβ PET; r = 0.66 for tau PET). For Aβ PET status, AUC was 0.95 for p-tau231, 0.95 for p-tau217, and 0.88 for p-tau181; in CU individuals, p-tau231 AUC was 0.91 vs 0.82 for p-tau181.
- p-tau231 reached abnormal levels first: in the whole cohort at approximately Centiloid 37, followed by p-tau181 at 47 and p-tau217 at 50; within CU individuals, p-tau231 became abnormal at Centiloid 38.3 while p-tau217 and p-tau181 became abnormal at Centiloids >50.
- In CU Aβ− individuals, p-tau231 showed focal associations with [18F]AZD4694 uptake in the medial orbitofrontal, precuneus, and posterior/isthmus cingulate cortices before global Aβ PET positivity.
Methods
- Cross-sectional study from the TRIAD cohort including 171 participants (27 young <30 years; 82 CU; 20 MCI; 21 AD; 21 non-AD) with CSF and PET imaging available; Aβ PET used [18F]AZD4694 and tau PET used [18F]MK6240, alongside clinical assessment.
- CSF p-tau181 and p-tau217 were measured by Simoa assays; p-tau231 was measured by a research ELISA. Analyses included Spearman correlations, linear models adjusted for age and sex, ROC/AUC with DeLong tests, voxel-wise VoxelStats analyses with random field theory correction, and locally weighted polynomial regression using Aβ PET Centiloids as a disease-progression proxy.
Limitations
- Stated: the cross-sectional design cannot definitively describe an ordinal sequence of CSF p-tau biomarkers; longitudinal studies are required. The main p-tau231 finding is based on 83 CU Aβ− individuals and should be replicated in an independent cohort not enriched for AD; Aβ42/p-tau ratios need larger cohorts.
- Stated: cross-sectional Aβ PET Centiloids as a proxy of disease time may not indicate a more advanced disease state; p-tau biomarkers were measured on different platforms/antibody configurations (Simoa vs ELISA), so subtle performance differences could reflect platform or antibody effects, and the specific abundance of toxic cis p-tau231 species was not determined.
- Evident from the text: diagnostic subgroups are small (20 MCI, 21 AD, 21 non-AD) and the study draws from a single TRIAD cohort, which limits precision and generalizability; the authors do not list these as limitations.
Model-written summary. Check it against the paper before relying on it.
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Cites
Statistics
Claims the paper makes
44 of 60 cited sources checked · 22 supported · 1 flagged · accuracy not yet measured
- Premisecitation
Increased concentrations of extracellular soluble p-tau and t-tau constitute a reliable index of the intracellular NFT process in MCI due to AD and AD dementia.
“Increased concentrations of extracellular soluble phosphorylated tau (p-tau) and total tau (t-tau) constitute a reliable index of this intracellular process in mild cognitive impairment due to AD2,3 and AD dementia.2,4”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [2] Olsson, 2016, CSF and blood biomarkers for the diagnosis of Alzheimer's disease: a systematic review and meta-analysis, Lancet Neurol source
The Introduction (page unavailable) says elevated P-tau reflects cortical tangle formation, but attributes elevated T-tau to cortical neuronal loss, not tangles. The Core biomarkers section and the MCI-AD comparison (pages unavailable) report elevated levels of both in AD and MCI-AD. Thus the concentration finding is supported, but treating both as reliable indices of the NFT process is not. (LLM, conf=0.90)
Experimental — accuracy not yet measured - cites [3] Hansson, 2006, Association between CSF biomarkers and incipient Alzheimer's disease in patients with mild cognitive impairment: a follow-up study, Lancet Neurol source
- cites [4] Shaw, 2009, Cerebrospinal fluid biomarker signature in Alzheimer's disease neuroimaging initiative subjects, Ann Neurol source
The Results report higher CSF p-tau and t-tau in MCI than in cognitively normal subjects, with further increases in AD. The Interpretation links CSF tau to neurons that harbor tangles, but describes that link as a proposed explanation and identifies tau together with reduced Aβ1-42—not tau alone—as the diagnostic biomarker signature. It does not establish that elevated soluble tau is a reliable index of the intracellular NFT process in either group. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
CSF tau species precede tau PET abnormalities by a decade.
“CSF tau species precede tau positron emission tomography (PET) abnormalities by a decade.18,19”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [18] Barthelemy, 2020, A soluble phosphorylated tau signature links tau, amyloid and the evolution of stages of dominantly inherited Alzheimer's disease, Nat Med source
- cites [19] Sato, 2018, Tau kinetics in neurons and the human central nervous system, Neuron source
The Discussion (page unavailable) proposes that CSF tau increases at an asymptomatic stage before aggregated tau is detectable by PET at a very mild AD stage. It presents this sequence as a hypothesis and gives no ten-year interval; the Results (page unavailable) do not establish that timing. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
Soluble p-tau and t-tau are increased already in preclinical disease (no cognitive impairment but evidence of AD pathology).
“longitudinal studies have demonstrated that soluble p-tau and t-tau are increased already in preclinical disease (e.g., no cognitive impairment but evidence of AD pathology).5,6”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [5] Vos, 2013, Preclinical Alzheimer's disease and its outcome: a longitudinal cohort study, Lancet Neurol source
The Methods sections on CSF markers and NIA-AA classification report that cognitively normal participants could have abnormal CSF t-tau or p-tau 181 at preclinical AD stage 2. But stage 2 required only one of the two tau markers to be abnormal, and stage 1 required neither; the paper does not establish that both are increased throughout preclinical AD. Page numbers were not available in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [6] Schindler, 2019, Emerging cerebrospinal fluid biomarkers in autosomal dominant Alzheimer's disease, Alzheimers Dement source
- Premisecitation
Evidence documents active secretion of tau in normal and disease conditions.
“Instead, evidence now documents active secretion of tau in normal and disease conditions.19,65”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [19] Sato, 2018, Tau kinetics in neurons and the human central nervous system, Neuron source
- cites [65] Pooler, 2013, Physiological release of endogenous tau is stimulated by neuronal activity, EMBO Rep source
The Introduction and Results and Discussion show regulated tau release from healthy neurons, supporting active secretion under normal conditions. The Introduction describes tau transfer in disease models, but the Results and Discussion say that presynaptic release in those models *could* explain it and that increased release in affected brain areas has not been examined. The paper therefore does not establish active secretion in disease conditions as firmly as the claim suggests. (LLM, conf=0.85)
Experimental — accuracy not yet measured
- Premisecitation
This finding was reported in individuals with seemingly normal levels of Aβ in both PET and CSF biomarkers (PET-/CSF-) but who later progressed to exhibiting abnormal levels of CSF Aβ (PET-/CSF+).
“This finding was even reported in individuals with seemingly normal levels of Aβ in both PET and CSF biomarkers (PET-/CSF-) but who later progressed to exhibiting abnormal levels of CSF Aβ (PET-/CSF+).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [59] Palmqvist, 2017, Earliest accumulation of beta-amyloid occurs within the default-mode network and concurrently affects brain connectivity, Nat Commun source
- Premisecitation
Aβ fibrils begin to accumulate early in core regions of the default mode network (DMN), namely precuneus, posterior cingulate cortex, and orbitofrontal cortex.
“Previously, Palmqvist et al.59 showed that Aβ fibrils begin to accumulate early in core regions of default mode network (DMN), namely precuneus, posterior cingulate cortex, and orbitofrontal cortex.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [59] Palmqvist, 2017, Earliest accumulation of beta-amyloid occurs within the default-mode network and concurrently affects brain connectivity, Nat Commun source
- Interpretationcitation
At the time of tau positivity, during neurodegeneration and cognitive abnormalities phases, CSF p-tau epitopes have largely reached a plateau.
“At the time of tau positivity, during neurodegeneration and cognitive abnormalities phases, CSF p-tau epitopes have largely reached a plateau.66”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [66] Sutphen, 2018, Longitudinal decreases in multiple cerebrospinal fluid biomarkers of neuronal injury in symptomatic late onset Alzheimer's disease, Alzheimers Dement source
The Discussion reports no statistically significant change in CSF pTau in amyloid-positive MCI, which is consistent with a plateau during that early symptomatic stage. But the Results (Elecsys pTau; page not provided) report a significant decline in the AD+ group, not a plateau across the later cognitive-abnormality phase. The paper also does not establish when pTau first becomes positive. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- The authors state this as an assumption: Aβ PET Centiloids can serve as a proxy of time/disease progression in AD.
- Findingown data
A similar correlation coefficient was observed between CSF p-tau231 (r = 0.74) and CSF p-tau217 (r = 0.73) with Braak stage I-IV.
“A similar correlation coefficient was observed between CSF p-tau231 (r = 0.74, P < 0.001, Figure 2a) and CSF p-tau217 (r = 0.73, P < 0.001, Figure 2b) with Braak stage I-IV.”
Quote in the paperSubstantial claim - Findingown data
Among the tested biomarkers, CSF p-tau231 attained abnormal levels first.
“p-tau231 attained abnormal levels first.”
- Also stated in: § Funding · plain
“amongst the biomarkers tested, is the first to achieve abnormal values.”
Quote in the paperSubstantial claim - Also stated in: § Funding · plain
- Findingown data
No significant difference was found between CSF p-tau231, CSF p-tau217 and CSF Aβ42/40 in the prediction of Aβ PET status.
“No significant difference was found between CSF p-tau231, CSF p-tau217 and CSF Aβ42/40 in the prediction of Aβ PET status.”
Quote in the paperSubstantial claim - Findingown data
CSF Aβ42/40 was also a significantly better predictor of Aβ PET status than p-tau181 (AUC= 94%; PAβ42/40 vs p-tau181= 0.003).
“CSF Aβ42/40 was also a significantly better predictor of Aβ PET status than p-tau181 (AUC= 94%; 95% CI: 90-99%; PAβ42/40 vs p-tau181= 0.003).”
Quote in the paperNot a substantial claim - Findingown data
In the CI group, high concentrations of CSF biomarkers were associated with high [18F]MK6240 binding in the temporal lobes, cingulate regions, and orbitofrontal cortices, encompassing Braak stage regions I-VI.
“When groups were evaluated as CI (Figure 2f) and CU (Figure 2g) separately, broad associations were found in the CI group (TCI>3.25; PCI<0.05, Figure 2f), where high concentrations of CSF biomarkers were associated with high [18F]MK6240 binding in the temporal lobes, cingulate regions, and orbitofrontal cortices, encompassing Braak stage regions I-VI.”
Quote in the paperSubstantial claim - Findingown data
CSF p-tau217 had a superior fold change to other p-tau biomarkers (P < 0.02) when specifically comparing MCI Aβ+ and AD dementia with CU Aβ- (MCI Aβ+, 5.9-fold; AD, 7.1-fold) and non-AD neurodegenerative disorders (MCI Aβ+, 4.8-fold; AD, 5.8-fold).
“This analysis further demonstrated that CSF p-tau217 had a superior fold change to other p-tau biomarkers (P < 0.02) when specifically comparing MCI Aβ+ and AD dementia with CU Aβ- (MCI Aβ+, 5.9-fold; AD, 7.1-fold) and non-AD neurodegenerative disorders (MCI Aβ+, 4.8-fold; AD, 5.8-fold).”
Quote in the paperSubstantial claim - Findingown data
High concentrations of all CSF p-tau biomarkers were associated with increased retention of [18F]MK6240 composite Braak stage I-IV.
“High concentrations of all CSF p-tau biomarkers were associated with increased retention of [18F]MK6240 composite Braak stage I-IV.”
Quote in the paperSubstantial claim - Findingown data
Correlation coefficients were strongest between [18F]AZD4694 global retention and CSF p-tau231 (r = 0.81) and CSF p-tau217 (r = 0.79).
“In a similar findings to tau PET, correlation coefficients where strongest between [18F]AZD4694 global retention and CSF p-tau231 (r = 0.81, P < 0.001, Figure 3a) and CSF p-tau217 (r = 0.79, P < 0.001, Figure 3b).”
Quote in the paperSubstantial claim - Findingown data
CSF p-tau231 and p-tau217 predicted Aβ and tau PET to a similar degree.
“CSF p-tau231 and p-tau217 predicted Aβ and tau to a similar degree”
Quote in the paperSubstantial claim - Findingown data
CSF p-tau181 was the best performer in distinguishing between CU and AD, when Aβ and tau PET status were unknown (AUC = 0.97; 95% CI, 0.95-0.99).
“In a ROC analysis, CSF p-tau181 was the best performer in distinguishing between CU and AD, when Aβ and tau PET status were unknown (AUC = 0.97; 95% CI, 0.95-0.99).”
Quote in the paperNot a substantial claim - Findingown data
Significantly inferior correlations were observed for CSF p-tau181 (r = 0.66) with Braak stage I-IV compared to p-tau231 and p-tau217 (Pp-tau231 vs p-tau181= 0.004; Pp-tau217 vs p-tau181= 0.02).
“In contrast, significantly inferior correlations (Pp-tau231 vs p-tau181= 0.004; Pp-tau217 vs p-tau181= 0.02) were observed for CSF p-tau181 (r = 0.66, P < 0.001, Figure 2c).”
Quote in the paperSubstantial claim - Findingown data
All CSF p-tau biomarkers were significantly increased in Aβ+ groups as compared to Aβ- groups.
“When assessing groups as either CU or CI, all CSF p-tau biomarkers were significantly increased in Aβ+ groups as compared to Aβ- groups.”
Quote in the paperSubstantial claim - Findingnone given
All p-tau epitopes have high diagnostic capability for biomarker-defined AD.
“all p-tau epitopes have high diagnostic capability for biomarker defined AD”
Quote in the paperNot a substantial claim - Findingown data
CSF Aβ42/40 had high accuracy to distinguish tau PET status (AUC 0.91; 95% CI, 86-97%).
“This included CSF Aβ42/40 which also had high accuracy to distinguish tau PET status (AUC 0.91; 95% CI, 86-97%).”
Quote in the paperNot a substantial claim - Findingown data
CSF p-tau231 was sensitive to the earliest changes of Aβ in the medial orbitofrontal, precuneus and posterior cingulate before global Aβ PET positivity was reached.
“P-tau231 was sensitive to the earliest changes of Aβ in the medial orbitofrontal, precuneus and posterior cingulate before global Aβ PET positivity was reached”
- Also stated in: § Funding · boosted
“CSF p-tau231 was shown to have markedly stronger focal associations Aβ PET retention in medial orbitofrontal, precuneus and posterior cingulate in CU individuals yet to reach the threshold of positive global Aβ burden.”
Quote in the paperSubstantial claim - Also stated in: § Funding · boosted
- Findingown data
Older age was associated with higher levels of all CSF p-tau.
“Older age was associated with higher levels of all CSF p-tau.”
Quote in the paperNot a substantial claim - Findingown data
All CSF p-tau biomarkers (p-tau181, p-tau217, p-tau231) were accurate predictors of cognitive impairment.
“All CSF p-tau biomarkers were accurate predictors of cognitive impairment”
Quote in the paperSubstantial claim - Findingnone given
p-tau epitopes identify Aβ and tau pathologies at all stages of the AD continuum.
“p-tau epitopes identify Aβ and tau pathologies at all stages of the AD continuum”
Quote in the paperSubstantial claim - Findingown data
CSF p-tau231 displays the largest effect size in relation to Aβ deposition, both globally and regionally.
“CSF p-tau231 displays the largest effect size in relation to Aβ deposition, both globally and regionally”
Quote in the paperSubstantial claim - Findingown data
Performing a ratio of p-tau231 and p-tau217 with CSF Aβ42 showed no statistically significant difference than p-tau alone.
“Performing a ratio of p-tau231 and p-tau217 with CSF Aβ42 showed no statistically significance difference than p-tau alone.”
Quote in the paperNot a substantial claim - Findingown data
CSF p-tau do not increase in non-AD dementias or cognitive impairment with absent or minimal Aβ burden.
“We also confirm that CSF p-tau do not increase in non-AD dementias or cognitive impairment with absent or minimal Aβ burden.”
Quote in the paperSubstantial claim - Findingown data
In CU Aβ- individuals, CSF p-tau231 was the biomarker that best associated with [18F]AZD4694 uptake, significantly superior to CSF p-tau217 and CSF p-tau181.
“CSF p-tau231 was the biomarker that best associated with [18F]AZD4694 uptake (TCU->3.19; PCU-<0.05, Figure 3i) which was significantly superior to CSF p-tau217 and CSF p-tau181 biomarkers in this analysis.”
Quote in the paperSubstantial claim - Findingown data
The associated areas were very focal and included the medial orbitofrontal, precuneus and posterior/isthmus cingulate cortices.
“These associated areas were very focal and included the medial orbitofrontal, precuneus and posterior/isthmus cingulate cortices.”
Quote in the paperNot a substantial claim - Findingown data
High CSF biomarker levels are associated with high [18F]AZD4694 binding in frontal, precuneus, posterior cingulate and temporal cortices.
“Results of the voxel-wise analysis showed high CSF biomarker levels being associated with high [18F]AZD4694 binding in frontal, precuneus, posterior cingulate and temporal cortices (Tall>3.14; Pall<0.05, Figure 3e).”
Quote in the paperSubstantial claim - Findingown data
In the CU group, no significant difference was observed between the inflection point of CSF p-tau231, CSF p-tau217 and CSF p-tau181.
“Again, no significant difference was observed between the inflection point of these biomarkers however, abnormality of CSF p-tau231 were observed far earlier (Centiloid 38.3) than whilst CSF p-tau217 and CSF p-tau181 (Centiloids >50).”
Quote in the paperSubstantial claim - Findingown data
No difference between the inflection point of CSF p-tau231, CSF p-tau217 and CSF p-tau181 was identified.
“No difference between the inflection point of these biomarkers was identified.”
Quote in the paperNot a substantial claim - Findingown data
At the voxel level, CSF p-tau231 had a markedly stronger relationship with Aβ pathology in CU individuals.
“At the voxel level, however, CSF p-tau231 had a markedly stronger relationship with Aβ pathology in CU individuals.”
Quote in the paperSubstantial claim - Findingown data
T-parametric maps show a voxel-wise association between CSF biomarkers (p-tau231, p-tau217 and p-tau181) and [18F]AZD4694 in Aβ-negative CU subjects.
“T-parametric maps (i) show the voxel-wise association between CSF biomarkers (p-tau231, p-tau217 and p-tau181) and [18F]AZD4694 in Aβ-negative CU subjects.”
Quote in the paperSubstantial claim - Findingown data
At the voxel-wise level, CSF p-tau231 demonstrated substantially higher associations with [18F]AZD4694 retention than CSF p-tau217 in CU individuals.
“Furthermore, at the voxel-wise level, CSF p-tau231 demonstrated substantially higher associations with [18F]AZD4694 retention than CSF p-tau217 in CU individuals.”
Quote in the paperSubstantial claim - Findingown data
In the CI group, there was no difference between the associations of [18F]AZD4694 with CSF p-tau231 and CSF p-tau217.
“In the CI group analyses, there was no difference between the associations of [18F]AZD4694 with CSF p-tau231 and CSF p-tau-217 (TCI>3.25; PCI<0.05; Figure 3f).”
Quote in the paperNot a substantial claim - Findingown data
In the CU group, there was an evident difference between CSF p-tau231 and the other biomarkers.
“In contrast, in the CU group, there was an evident difference between CSF p-tau231 and the other biomarkers (Figure 3g), despite there not being an evident difference in the whole set of participants (TCU>3.16; PCU<0.05).”
Quote in the paperSubstantial claim - Findingown data
There was a topographical overlap of the significantly associated regions between the CSF biomarkers evaluated.
“Even though there was a topographical overlap of the significantly associated regions between the CSF biomarkers evaluated, a markedly stronger association was observed for CSF p-tau231 when the whole sample was analyzed (Figure 3e).”
Quote in the paperNot a substantial claim - Findingown data
For all regions evaluated, CSF p-tau231 had the highest beta values compared to the other biomarkers globally and in all ROIs.
“For all the regions evaluated, CSF p-tau231 had the highest beta values as compared to the other biomarkers globally and in all ROIs (Figure 3h).”
Quote in the paperSubstantial claim - Findingown data
In the CU group, abnormality of CSF p-tau231 was observed far earlier (Centiloid 38.3) than CSF p-tau217 and CSF p-tau181 (Centiloids >50).
“Again, no significant difference was observed between the inflection point of these biomarkers however, abnormality of CSF p-tau231 were observed far earlier (Centiloid 38.3) than whilst CSF p-tau217 and CSF p-tau181 (Centiloids >50).”
Quote in the paperSubstantial claim - Findingown data
In the whole sample, CSF p-tau231 had a markedly stronger association with [18F]AZD4694 binding than the other CSF biomarkers.
“Even though there was a topographical overlap of the significantly associated regions between the CSF biomarkers evaluated, a markedly stronger association was observed for CSF p-tau231 when the whole sample was analyzed (Figure 3e).”
Quote in the paperSubstantial claim - Findingown data
A ratio of CSF Aβ42 with p-tau181 improved the prediction of amyloid status in CU participants (p-tau181/Aβ42, AUC=90%; Pp-tau181/Aβ42 vs p-tau181= 0.03).
“A ratio of CSF Aβ42 with p-tau181 improved the prediction of amyloid status in CU participants (p-tau181/Aβ42, AUC=90%; 95% CI, 82-99%; Pp-tau181/Aβ42 vs p-tau181= 0.03).”
Quote in the paperNot a substantial claim - Findingown data
CSF p-tau231 changes with Aβ deposition in the medial orbitofrontal, precuneus and posterior cingulate cortices before Aβ PET positivity is achieved.
“This is seemingly more apparent for CSF p-tau231, which changes with Aβ deposition in the medial orbitofrontal, precuneus and posterior cingulate cortices before Aβ PET positivity is achieved.”
Quote in the paperSubstantial claim - Interpretationreasoning
Our evidence suggests that p-tau231 has an advantage over other p-tau epitopes to highlight the early preclinical population.
“our evidence suggests that p-tau231 has an advantage over other p-tau epitope to highlight this early preclinical population.”
Quote in the paperSubstantial claim- Rests on an assumption: Disease-modifying drug candidates have a better opportunity to show effectiveness if initiated before symptom onset or even before overt Aβ plaque load.
- Interpretationown data
CSF p-tau231 is a principal candidate for detecting incipient Aβ pathology for therapeutic trial application.
“and is a principal candidate for detecting incipient Aβ pathology for therapeutic trial application”
Quote in the paperSubstantial claim- Rests on an assumption: Disease-modifying drug candidates have a better opportunity to show effectiveness if initiated before symptom onset or even before overt Aβ plaque load.
- Premisecitation
Preclinical studies provide compelling evidence supporting early brain amyloidosis as a driver of tau hyperphosphorylation in AD.
“Preclinical studies provide compelling evidence supporting early brain amyloidosis as a driver of tau hyperphosphorylation in AD.14,15”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [14] Maia, 2013, Changes in amyloid-beta and Tau in the cerebrospinal fluid of transgenic mice overexpressing amyloid precursor protein, Sci Transl Med source
- cites [15] Schelle, 2017, Prevention of tau increase in cerebrospinal fluid of APP transgenic mice suggests downstream effect of BACE1 inhibition, Alzheimers Dement source
- Interpretationown data
CSF p-tau epitopes become abnormal in a temporally ordered manner as the disease progresses.
“On the basis of the evidence presented above, we propose a theoretical framework in which CSF p-tau epitopes become abnormal in a temporally ordered manner as the disease progresses (Figure 4).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Aβ PET Centiloids can serve as a proxy of time/disease progression in AD.
- Interpretationown data
CSF p-tau231 abnormality arises during the lag phase of Aβ protein aggregation in the brain.
“Our main finding suggests that CSF p-tau231 abnormality arises during the lag phase of Aβ protein aggregation in the brain as shown by markedly stronger focal associations of CSF p-tau231 and Aβ PET in CU individuals without positive global Aβ burden.”
Quote in the paperSubstantial claim - Interpretationreasoning
CSF p-tau231 is an early marker of emerging AD pathology in the phase when only subtle brain amyloidosis is apparent.
“Therefore, now that we can monitor the in vivo development of Aβ and tau pathologies by PET, it is not surprising that our analysis concludes that CSF p-tau231 is an early marker of emerging AD pathology in the phase when only subtle brain amyloidosis is apparent.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 24
- May combine two claims. 58
- The quote only partly states this claim. 1
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationEvidence from AD neuronal culture models indicates that soluble Aβ oligomers induce tau hyperphosphorylation in multiple sites.
“Interestingly, evidence from AD neuronal culture models indicate that soluble Aβ oligomers (AβOs) induce tau hyperphosphorylation in multiple sites.16,17”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [16] De Felice, 2008, Alzheimer's disease-type neuronal tau hyperphosphorylation induced by A beta oligomers, Neurobiol Aging source
- cites [17] Sackmann, 2020, Oligomeric amyloid-beta induces early and widespread changes to the proteome in human iPSC-derived neurons, Sci Rep source
The Discussion reports increased tau phosphorylation at Ser208 after oligomeric Aβ exposure, but says other canonical tau phosphorylation sites were not remarkably altered after 24 hours. Its finding is therefore contrary to the attributed claim of hyperphosphorylation at multiple sites. (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationCSF concentrations of t-tau and p-tau are proposed to reflect neurodegeneration and tau pathology in the form of NFTs, respectively.
“Specifically, CSF concentrations of t-tau and p-tau are proposed to reflect neurodegeneration and tau pathology in the form of NFTs, respectively.7”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [7] Jack, 2018, NIA-AA Research Framework: Toward a biological definition of Alzheimer's disease, Alzheimers Dement source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationCSF p-tau217 might better discriminate AD from other neurodegenerative diseases than CSF p-tau181.
“Recent reports have suggested that CSF p-tau217 might better discriminate AD from other neurodegenerative diseases24,27, 28, 29, 30 than CSF p-tau181.”
Quote in the paperNot a substantial claim5 of 5 sources checked- cites [24] Janelidze, 2020, Cerebrospinal fluid p-tau217 performs better than p-tau181 as a biomarker of Alzheimer's disease, Nat Commun source
- cites [27] Barthelemy, 2020, Cerebrospinal fluid phospho-tau T217 outperforms T181 as a biomarker for the differential diagnosis of Alzheimer's disease and PET amyloid-positive patient identification, Alzheimers Res Ther source
- cites [28] Karikari, 2020, Head-to-head comparison of clinical performance of CSF phospho-tau T181 and T217 biomarkers for Alzheimer's disease diagnosis, Alzheimers Dement source
- cites [29] Mielke, 2021, Comparison of CSF phosphorylated tau 181 and 217 for cognitive decline, Alzheimers Dement source
- cites [30] Leuzy, 2021, Comparing the clinical utility and diagnostic performance of CSF P-Tau181, P-Tau217, and P-Tau231 Assays, Neurology source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationCSF p-tau217 correlates better with Aβ and tau PET imaging than CSF p-tau181.
“In addition, CSF p-tau217 correlates better with Aβ and tau PET imaging than CSF p-tau181.24,30”
Quote in the paperNot a substantial claim2 of 2 sources checkedMay combine two claims.
PremisecitationCSF p-tau231 increases early in the AD continuum and may detect preclinical AD among cognitively unimpaired individuals.
“We have recently reported that CSF p-tau231 increases early in the AD continuum and, therefore, may detect preclinical AD among cognitively unimpaired (CU) individuals.31”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [31] Suarez-Calvet, 2020, Novel tau biomarkers phosphorylated at T181, T217 or T231 rise in the initial stages of the preclinical Alzheimer's continuum when only subtle changes in Abeta pathology are detected, EMBO Mol Med source
May combine two claims.
PremisecitationThese biomarkers (t-tau and p-tau) remain at normal concentrations in other neurodegenerative disorders with substantial neurodegeneration, and also those with tau pathology.
“However, these biomarkers remain at normal concentrations in other neurodegenerative disorders with substantial neurodegeneration,8, 9, 10 and also those with tau pathology.11, 12, 13”
Quote in the paperSubstantial claim2 of 6 sources checked- cites [8] Riemenschneider, 2003, Phospho-tau/total tau ratio in cerebrospinal fluid discriminates Creutzfeldt-Jakob disease from other dementias, Mol Psychiatry source
- cites [9] Skillback, 2014, Diagnostic performance of cerebrospinal fluid total tau and phosphorylated tau in Creutzfeldt-Jakob disease: results from the Swedish mortality registry, JAMA Neurol source
- cites [10] Schoonenboom, 2012, Cerebrospinal fluid markers for differential dementia diagnosis in a large memory clinic cohort, Neurology source
- cites [11] Hampel, 2004, Measurement of phosphorylated tau epitopes in the differential diagnosis of Alzheimer disease: a comparative cerebrospinal fluid study, Arch Gen Psychiatry source
- cites [12] Leuzy, 2020, Diagnostic performance of RO948 F 18 tau positron emission tomography in the differentiation of Alzheimer disease from other neurodegenerative disorders, JAMA Neurol source
The Introduction (page unavailable) says that tau pathology occurs in non-Alzheimer neurodegenerative disorders, and the Conclusions (page unavailable) discuss the diagnostic performance of CSF p-tau181. Neither passage establishes that CSF t-tau and p-tau remain at normal concentrations in those disorders, including those with tau pathology. Searches for their concentrations in non-Alzheimer disorders did not find that result in our copy. (LLM, conf=0.73)
Experimental — accuracy not yet measured - cites [13] La Joie, 2018, Associations between [(18)F]AV1451 tau PET and CSF measures of tau pathology in a clinical sample, Neurology source
The Abstract (page unavailable) reports that CSF p-tau distinguishes Alzheimer disease from non-AD neurodegenerative conditions, lending support to a difference in biomarker levels. It does not establish that both p-tau and t-tau remain at normal concentrations in disorders with tau pathology; that stronger, disorder-specific claim is unsupported by the passages in our copy. (LLM, conf=0.76)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationEarly removal of Aβ seeds, before Aβ deposition becomes detectable, led to a significant reduction of Aβ accumulation and downstream pathologies in transgenic mice.
“a recent study in transgenic mice suggests that early removal of Aβ seeds, before Aβ deposition becomes detectable, led to a significant reduction of Aβ accumulation and downstream pathologies.32”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [32] Uhlmann, 2020, Acute targeting of pre-amyloid seeds in transgenic mice reduces Alzheimer-like pathology later in life, Nat Neurosci source
May combine two claims.
PremisecitationCSF p-tau biomarkers likely indicate an active process of tau secretion, and one that is correlated with cerebral Aβ deposition in early disease.
“Thus, it is suggested that CSF p-tau biomarkers likely indicate an active process of tau secretion, and one that is correlated with cerebral Aβ deposition in early disease.20, 21, 22”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [20] Bateman, 2012, Clinical and biomarker changes in dominantly inherited Alzheimer's disease, N Engl J Med source
The Methods (Biochemical Analysis; page unavailable) say the study measured CSF phosphorylated tau. The Results (Combined Model; page unavailable) place increased CSF tau and cerebral Aβ deposition about 15 years before expected symptom onset in mutation carriers. These findings support their early co-occurrence, but the paper does not establish active tau secretion or a correlation specifically between CSF p-tau and cerebral Aβ deposition. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites [21] Toledo, 2013, Longitudinal change in CSF Tau and Abeta biomarkers for up to 48 months in ADNI, Acta Neuropathol source
The Results and Discussion (page unavailable) report that low baseline CSF Aβ1–42 was associated with subsequent increases in CSF p-tau181, supporting a relationship between the biomarkers in the studied cohort. They do not establish that p-tau indicates active tau secretion or directly show a correlation with cerebral Aβ deposition; the association measured here was with CSF Aβ1–42. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [22] Brunello, 2020, Mechanisms of secretion and spreading of pathological tau protein, Cell Mol Life Sci source
The Cell-to-cell transfer of tau section says CSF in AD contains elevated phosphorylated tau and that active cellular processes contribute to tau secretion. The paper also discusses amyloid pathology as a possible trigger for tau release, but it does not state that CSF p-tau biomarkers correlate with cerebral Aβ deposition in early disease. Page numbers are unavailable in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataCSF p-tau epitopes increase in the preclinical phase of the disease, prior to symptom onset and before substantial tau PET ligand retention.
“Our data, like prior studies,18,28,31 shows an increase of CSF p-tau epitopes in the preclinical phase of the disease, prior to symptom onset and before substantial tau PET ligand retention.”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [18] Barthelemy, 2020, A soluble phosphorylated tau signature links tau, amyloid and the evolution of stages of dominantly inherited Alzheimer's disease, Nat Med source
- cites [28] Karikari, 2020, Head-to-head comparison of clinical performance of CSF phospho-tau T181 and T217 biomarkers for Alzheimer's disease diagnosis, Alzheimers Dement source
The Introduction reports that CSF p-tau217 begins to increase in preclinical familial Alzheimer’s disease, supporting an increase before symptoms. The Discussion also describes early increases in N-terminal p-tau biomarkers. Neither passage establishes that these increases precede substantial tau-PET ligand retention; the Introduction reports a correlation with tau-PET, not that timing. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [31] Suarez-Calvet, 2020, Novel tau biomarkers phosphorylated at T181, T217 or T231 rise in the initial stages of the preclinical Alzheimer's continuum when only subtle changes in Abeta pathology are detected, EMBO Mol Med source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationP-tau231 levels in blood have recently been demonstrated to increase earlier than p-tau181, but a direct comparison with p-tau217 in early preclinical disease is not currently available.
“P-tau231 levels in blood have also recently been demonstrated to increase earlier than p-tau18160 (Tissot et al., 2022), however, a direct comparison with p-tau217 in early preclinical disease is not currently available.”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [60] Ashton, 2021, Plasma p-tau231: a new biomarker for incipient Alzheimer's disease pathology, Acta Neuropathol source
- cites Tissot et al., 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationcitationIn sporadic AD, CSF p-tau is closely related to Aβ-mediated tau release from neurons and is not simply a state marker of NFT.
“Thus, in relation to sporadic AD, this study adds further support to the hypothesis that CSF p-tau is closely related to Aβ-mediated tau release from neurons19 and challenges the notion of being simply a state marker of NFT.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [19] Sato, 2018, Tau kinetics in neurons and the human central nervous system, Neuron source
The Results section reports that CSF tau production, including synthesis and release, correlates with amyloid burden; the Discussion proposes that this increase can precede tau aggregation. But the amyloid–release analysis concerns tau overall, not specifically CSF p-tau, and it does not establish that Aβ causes neuronal p-tau release. The paper therefore supports the broader hypothesis, but not the claim at that level of specificity. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationPrevious neuropathological findings highlighted that a key component of pre-tangle pathology was phosphorylation at threonine 231 and that CSF p-tau231 is an important discriminant of Braak 0-I from more advanced Braak stages.
“Previous neuropathological findings, which motivated the CSF assay development of p-tau231, highlighted that a key component of pre-tangle pathology was phosphorylation at threonine 23155 and that CSF p-tau231 is an important discriminant of Braak 0-I from more advanced Braak stages.56”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [55] Augustinack, 2002, Specific tau phosphorylation sites correlate with severity of neuronal cytopathology in Alzheimer's disease, Acta Neuropathol source
- cites [56] Ercan-Herbst, 2019, A post-translational modification signature defines changes in soluble tau correlating with oligomerization in early stage Alzheimer's disease brain, Acta Neuropathol Commun source
The Discussion links pT231 to pre-tangle structures, and the Results report higher pT231 in brain tissue at Braak III–IV than at Braak 0–I. The paper also says CSF pT231 is increased in AD patients, but it does not show that CSF p-tau231 discriminates between Braak stages; its Braak comparison used brain tissue. In the citing sentence, the citation to this paper is attached to the CSF discrimination claim. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation[18F]MK6240 detects paired helical filament (PHF) tau and has shown a high binding affinity for brain homogenate rich in NFTs.
“[18F]MK6240 detects paired helical filament (PHF) tau and has shown a high binding affinity for brain homogenate rich in NFTs.61”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [61] Malarte, 2020, Characterization of MK6240, a tau PET tracer, in autopsy brain tissue from Alzheimer's disease cases, Eur J Nucl Med Mol Imaging source
The Introduction reports high affinity of MK6240 for NFT-rich brain homogenate, and the paper’s binding assays support high affinity for tau deposits in Alzheimer’s disease tissue. The copy describes binding to tau fibrils but does not specifically identify the detected tau as paired helical filament (PHF) tau. Its own tissue-binding experiments used 3H-MK6240 rather than 18F-MK6240. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationTau phosphorylation at threonine 231 is one of the earliest events in the cascade of phosphorylation and modulates tubulin assembly.
“Tau phosphorylation at threonine 231 is one of the earliest events in the cascade of phosphorylation,57 that modulates tubulin assembly.58”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [57] Castellani, 2019, Tau biology, tauopathy, traumatic brain injury, and diagnostic challenges, J Alzheimers Dis source
In “Tau protein phosphorylation and hyperphosphorylation” (page unavailable), the paper discusses phosphorylated tau at the Thr231 proline motif, but does not say Thr231 phosphorylation is among the earliest events in a phosphorylation cascade. “Normal tau function” (page unavailable) says tau promotes tubulin polymerization, but does not link that effect specifically to Thr231 phosphorylation; the citing sentence attaches a separate citation to its assembly clause. (LLM, conf=0.78)
Experimental — accuracy not yet measured - cites [58] Amniai, 2009, Alzheimer disease specific phosphoepitopes of Tau interfere with assembly of tubulin but not binding to microtubules, FASEB J source
May combine two claims.
InterpretationcitationIncreases in CSF p-tau231 are related to early Aβ seeds and could act as a key biomarker for the pre-amyloid phase of AD, which occurs before the Aβ deposition threshold.
“Thus, one could propose that increases in CSF p-tau231 are related to early Aβ seeds and could act as a key biomarker for the recently described “pre-amyloid phase” of AD, which occurs before Aβ deposition threshold.32”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [32] Uhlmann, 2020, Acute targeting of pre-amyloid seeds in transgenic mice reduces Alzheimer-like pathology later in life, Nat Neurosci source
May combine two claims.
InterpretationcitationCSF p-tau231 becomes abnormal first and seems the principal p-tau candidate to identify early Aβ seeds in the pre-amyloid phase, which is currently seen as the optimal period for therapeutic intervention.
“Specifically, CSF p-tau231 becomes abnormal first and seems the principal p-tau candidate to identify early Aβ seeds in the recently proposed “pre-amyloid phase”,32 which is currently seen as the optimal period for therapeutic intervention.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [32] Uhlmann, 2020, Acute targeting of pre-amyloid seeds in transgenic mice reduces Alzheimer-like pathology later in life, Nat Neurosci source
The Abstract and Discussion describe a pre-amyloid phase with targetable Aβ seeds and propose intervention before detectable deposition, based on a mouse model. They do not establish that CSF p-tau231 becomes abnormal first or is the principal marker of those seeds; the Discussion also says the efficacy of early seed removal in humans has not been established. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Rests on an assumption: The pre-amyloid phase is the optimal period for therapeutic intervention.
Classified as probably not a substantial claim. May combine two claims.
PremisecitationCSF p-tau231 has been widely reported as a biomarker to detect AD at both the MCI and dementia stages, but often it has been concluded that these changes are not different from CSF p-tau181 when directly compared.
“CSF p-tau231 has been widely reported as a biomarker to detect AD at both the MCI and dementia stages of disease11,49, 50, 51, 52, 53 but often it has been concluded these changes are not different from CSF p-tau181 when directly compared.54”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [11] Hampel, 2004, Measurement of phosphorylated tau epitopes in the differential diagnosis of Alzheimer disease: a comparative cerebrospinal fluid study, Arch Gen Psychiatry source
- cites [49] Santos, 2019, Validation of a prototype tau Thr231 phosphorylation CSF ELISA as a potential biomarker for Alzheimer's disease, J Neural Transm source
- cites [50] Spiegel, 2016, Greater specificity for cerebrospinal fluid P-tau231 over P-tau181 in the differentiation of healthy controls from Alzheimer's disease, J Alzheimers Dis source
The Introduction reports that one meta-analysis found P-tau181 and P-tau231 comparably good for AD diagnosis, supporting the claim that a direct comparison has found them similar. But it does not establish that this was often concluded, and the paper’s Discussion concludes that P-tau231 was superior at separating AD patients from normal controls. Page numbers are unavailable in our copy. (LLM, conf=0.85)
Experimental — accuracy not yet measured
May combine two claims.
InterpretationcitationIncreases in CSF p-tau occur before both tau PET and established measures of neuronal death, so CSF p-tau cannot merely reflect NFT leakage from dying neurons.
“Increases in CSF p-tau occur before both tau PET20,63,64 and established measures of neuronal death (e.g., neurofilament light, magnetic resonance imaging or [18F]FDG PET), thus CSF p-tau cannot merely reflect NFT leakage from dying neurons.”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [20] Bateman, 2012, Clinical and biomarker changes in dominantly inherited Alzheimer's disease, N Engl J Med source
The Results (Biochemical Measures and Combined Model; page not provided) report increased CSF tau about 15 years before expected symptom onset, preceding FDG-PET hypometabolism at about 10 years. But brain atrophy was detected at the same time as increased CSF tau, not later. The paper measured phosphorylated tau but does not establish the claimed sequence relative to tau PET or neurofilament light, or the conclusion about NFT leakage. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites [63] Mattsson-Carlgren, 2020, Abeta deposition is associated with increases in soluble and phosphorylated tau that precede a positive Tau PET in Alzheimer's disease, Sci Adv source
- cites [64] Gordon, 2019, Tau PET in autosomal dominant Alzheimer's disease: relationship with cognition, dementia and other biomarkers, Brain source
The Discussion says CSF measures of tauopathy likely become abnormal before tau PET measures, supporting the timing comparison to which this citation is attached. It also says the timing results are qualitative and that larger studies are needed to establish the order definitively; the citing sentence states that order as fact. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataNo statistical superiority was demonstrated for p-tau217 over p-tau231, but higher fold changes between AD and all other clinical groups were observed for p-tau217.
“While no statistical superiority was demonstrated for p-tau217 over p-tau231, we did observe higher fold changes between AD and all other clinical groups for p-tau217 which is consistent with more recent findings.30”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [30] Leuzy, 2021, Comparing the clinical utility and diagnostic performance of CSF P-Tau181, P-Tau217, and P-Tau231 Assays, Neurology source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSoluble AβOs enhance kinase activity triggering tau hyperphosphorylation at threonine 231 in primary neuronal cultures.
“Interestingly, soluble AβOs are known to enhance kinase activity triggering tau hyperphosphorylation at threonine 231 in primary neuronal cultures.16”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [16] De Felice, 2008, Alzheimer's disease-type neuronal tau hyperphosphorylation induced by A beta oligomers, Neurobiol Aging source
Results §§3.3 and 3.5 show that Aβ oligomers induced tau phosphorylation at Thr231 in primary hippocampal neuronal cultures and that Src-family kinase and PI3K inhibitors blocked it. The inhibitor results implicate kinase signaling, but the paper does not establish that the oligomers enhanced kinase activity; the Discussion presents pathway activation as a possibility. (LLM, conf=0.85)
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataIn CI individuals, no CSF p-tau was found to be significantly superior, although CSF p-tau217 had numerically the highest AUC (0.99; 95% CI, 0.99-1.00).
“Conversely, in CI individuals, no CSF p-tau was found to be significantly superior, although CSF p-tau217 had numerically the highest AUC (0.99; 95% CI, 0.99-1.00).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataNo significant differences were found between the CSF biomarkers when predicting tau PET positivity and all demonstrated comparable AUC values (AUC = 0.86-0.93).
“No significant differences were found between the CSF biomarkers when predicting tau PET positivity and all demonstrated comparable AUC values (AUC = 0.86-0.93, Figure 2d).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAll biomarkers had high accuracies (AUC > 0.96) in separating AD from non-AD and no biomarker was found to be statistically superior in this comparison.
“All biomarkers had high accuracies (AUC > 0.96) in separating AD from non-AD and no biomarker was found to be statistically superior in this comparison.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataNo marked difference was observed between CSF p-tau231 and CSF p-tau217, whilst CSF p-tau181 indicated weaker associations narrowed to reduced regions if compared to the other biomarkers.
“No marked difference was observed between CSF p-tau231 and CSF p-tau217, whilst CSF p-tau181 indicated weaker associations narrowed to reduced regions if compared to the other biomarkers (Figure 2e).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCorrelations were inferior for CSF p-tau181 (r = 0.70) which were significantly different to other p-tau biomarkers (Pp-tau231 vs p-tau181< 0.001; Pp-tau217 vs p-tau181= 0.01).
“Once more, correlations were inferior for CSF p-tau181 (r = 0.70, P < 0.001, Figure 3c) which were significantly different to other p-tau biomarkers (Pp-tau231 vs p-tau181< 0.001; Pp-tau217 vs p-tau181= 0.01).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCSF p-tau217 demonstrated the largest fold increase between CI Aβ+ and CI Aβ- (4.7-fold, P < 0.002), but this was not significantly different to other CSF p-tau biomarkers.
“Similarly, CSF p-tau217 demonstrated the largest fold increase between CI Aβ+ and CI Aβ- (4.7-fold, P < 0.002; supplementary table 2). However, this was not significantly different to other CSF p-tau biomarkers.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataCSF p-tau217 was 6-fold higher in CI Aβ+ than in CU Aβ-, which was a significantly larger increase than other p-tau biomarkers (Pp-tau231=0.002; Pp-tau181=0.01).
“CSF p-tau217 was 6-fold higher in CI Aβ+ than in CU Aβ-, which was a significantly larger increase than other p-tau biomarkers (Pp-tau231=0.002; Pp-tau181=0.01; supplementary table 2).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn CU participants, a stronger relationship between [18F]MK6240 and CSF p-tau231 and CSF p-tau217 (TCU>3.16; PCU<0.05) was found, with significant associations confined to temporal regions corresponding to Braak stage regions I-IV.
“A stronger relationship between [18F]MK6240 and CSF p-tau231 and CSF p-tau217 (TCU>3.16; PCU<0.05) were found in CU participants, with significant associations confined to temporal regions corresponding to Braak stage regions I-IV (Figure 2g).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCSF p-tau231 (AUC = 0.95) and CSF p-tau217 (AUC = 0.95) were significantly better predictors of Aβ PET status than CSF p-tau181 (AUC = 0.88; both P < 0.01).
“CSF P-tau231 (AUC = 0.95; 95% CI, 0.92-0.98) and CSF p-tau217 (AUC = 0.95; 95% CI, 0.92-0.99) were significantly better predictors of Aβ PET status than CSF p-tau181 (AUC = 0.88; 95% CI, 0.81-0.94; both P < 0.01, Figure 3d).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCSF p-tau181 showed a noticeable decline in performance when distinguishing MCI from non-AD (AUC = 0.83; 95% CI, 0.67-0.99) and MCI from CU (AUC = 0.81; 95% CI, 0.66-0.96), which was significantly different to p-tau231 and p-tau217 (P < 0.05).
“A noticeable decline in performance was observed for CSF p-tau181 when distinguishing MCI from non-AD (AUC = 0.83; 95% CI, 0.67-0.99) and MCI from CU (AUC = 0.81; 95% CI, 0.66-0.96) which was significantly different to p-tau231 and p-tau217 (P < 0.05 [DeLong's]).”
Quote in the paperSubstantial claimMay combine two claims. The quote only partly states this claim.
Findingown dataCSF p-tau217 demonstrated the largest fold-changes in AD patients compared to non-AD dementias and cognitively unimpaired individuals, and exhibits larger fold-changes when symptomatic disease is apparent.
“CSF p-tau217 demonstrated the largest fold-changes in AD patients in comparison to non-AD dementias and cognitively unimpaired individuals.”
- Also stated in: § Funding · plain
“p-tau217 exhibits larger fold-changes when symptomatic disease is apparent”
Quote in the paperNot a substantial claim- Also stated in: § Funding · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThere was no association between sex and p-tau biomarkers when adjusting for age and diagnosis.
“There was no association between sex and p-tau biomarkers when adjusting for age and diagnosis.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn CU individuals, CSF p-tau231 (AUC = 0.91) was significantly superior to CSF p-tau181 (AUC = 0.82; P = 0.02) but not CSF p-tau217 (AUC = 0.90; P=0.75) for detecting Aβ positivity.
“In CU individuals, CSF p-tau231 (AUC = 0.91; 95% CI, 0.84-0.98) was significantly superior to CSF p-tau181 (AUC = 0.82; 95% CI, 0.71-0.93; P = 0.02) but not CSF p-tau217 (AUC = 0.90; 95% CI, 0.83-0.98; P=0.75).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCSF biomarkers were associated with higher [18F]MK6240 uptake in the inferior, medial and lateral temporal regions (Tall>3.14; Pall<0.05), with associated areas overlapping between CSF biomarkers.
“At the voxel level, CSF biomarkers were associated with higher [18F]MK6240 uptake in the inferior, medial and lateral temporal regions (Tall>3.14; Pall<0.05, Figure 2E), with associated areas overlapping between CSF biomarkers.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCSF p-tau181 significantly outperformed CSF p-tau231 (P < 0.01) but not CSF p-tau217 (P=0.13) in distinguishing CU from AD.
“This significantly outperformed CSF p-tau231 (P < 0.01[DeLong's]) but not CSF p-tau217 (P=0.13[DeLong's]).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCSF p-tau231 and CSF p-tau217 were significantly increased in CU Aβ+ as compared to CI Aβ-, but this was not observed for CSF p-tau181.
“CSF p-tau231 (Figure 1a) and CSF p-tau217 (Figure 1b) were significantly increased in CU Aβ+ as compared to CI Aβ- but this was not observed for CSF p-tau181 (Figure 1c).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCSF p-tau231 displays the largest effect size in relation to Aβ deposition, both globally and regionally, and is the first to achieve abnormal values among the biomarkers tested.
“Furthermore, we demonstrated that CSF p-tau231 displays the largest effect size in relation to Aβ deposition, both globally and regionally, and, amongst the biomarkers tested, is the first to achieve abnormal values.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCSF biomarkers became abnormal at different pathological stages, with CSF p-tau231 positive at approximately Centiloid 37, followed by CSF p-tau181 at Centiloid 47 and CSF p-tau217 at Centiloid 50.
“Contrarily, CSF biomarkers showed to become abnormal at different pathological stages, with CSF p-tau231 status being positive at approximately Centiloid 37, followed by CSF p-tau181 at Centiloid 47 and CSF p-tau217 at Centiloid 50.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCSF p-tau231 had the largest beta values in relation to Aβ deposition and seemingly became abnormal before CSF p-tau217 and CSF p-tau181 when pathophysiological progression was delineated by Aβ PET Centiloids.
“This was further substantiated by CSF p-tau231 having the largest beta values in relation to Aβ deposition and seemingly becoming abnormal before CSF p-tau217 and CSF p-tau181 when the pathophysiological progression was delineated by Aβ PET Centiloids.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataUsing the ratio of Aβ42 to p-tau did not largely change the results but produced higher AUCs.
“Using the ratio of Aβ42 to p-tau did not largely change our results but produced higher AUC's, which should be further investigated in larger cohort sizes or utilized if the optimal p-tau is not available, as highlighted in this study.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenThis study documents pronounced preclinical increases of CSF p-tau biomarkers and specifically highlights CSF p-tau231, which begins to associate with Aβ deposition before the threshold of Aβ PET positivity has occurred and strongly associates with known early Aβ accumulating regions in the DMN.
“In conclusion, this study documents the pronounced preclinical increases of CSF p-tau biomarkers but specifically highlights CSF p-tau231 which begins to associate with Aβ deposition before the threshold of Aβ PET positivity has occurred and strongly associates with known early Aβ accumulating regions in the DMN.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCSF p-tau231 demonstrated numerically identical AUCs to CSF p-tau217 in the prediction of Aβ PET at CU stage, but only CSF p-tau231 and not CSF p-tau217 was significantly superior to CSF p-tau181.
“Although CSF p-tau231 demonstrated numerically identical AUC's to CSF p-tau217 in the prediction of Aβ PET at CU stage of the AD continuum, only CSF p-tau231 and not CSF p-tau217 was significantly superior to CSF p-tau181.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataA numerical advantage was observed in CU participants for p-tau231/Aβ42 (AUC = 0.96) and p-tau217/Aβ42 (AUC=95%).
“However, a numerical advantage was observed in CU participants (p-tau231/Aβ42, AUC = 0.96; 95% CI, 92-99%; p-tau217/Aβ42, AUC=95%; 95% CI, 91-99%).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCSF p-tau231 and CSF p-tau217 have a similar relationship with [18F]MK6240 and [18F]AZD4694, and both are better predictors of PET status than CSF p-tau181.
“We demonstrate that CSF p-tau231 and CSF p-tau217 biomarkers have a similar relationship with [18F]MK6240 and [18F]AZD4694, being both better predictors of PET status in comparison with CSF p-tau181.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCSF p-tau231 and CSF p-tau217 associated with [18F]MK6240 to the same degree in the whole group and at both CI and CU stages, whereas CSF p-tau181 had weaker associations.
“In this study, we found that CSF p-tau231 and CSF p-tau217 associated with [18F]MK6240 to the same degree in the whole group and at both CI and CU stages, whereas CSF p-tau181 had weaker associations.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn CU participants without prominent Aβ pathology (Aβ-), CSF p-tau231 showed focal associations with emerging Aβ pathology in the medial orbitofrontal, precuneus and posterior/isthmus cingulate cortices, stronger than p-tau217 and absent for p-tau181.
“We further performed a voxel-wise analysis in CU participants without prominent Aβ pathology (Aβ-) and demonstrated focal associations of CSF p-tau231 with emerging Aβ pathology in the medial orbitofrontal, precuneus and posterior/isthmus cingulate cortices which were stronger than what was observed for p-tau217 and absent for p-tau181.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductnone givenVoxel-based linear regression models evaluated the correlation between log-transformed CSF values and PET biomarkers adjusting for age, sex, and diagnosis, when necessary.
“Voxel-based linear regression models evaluated the correlation between log transformed CSF values and PET biomarkers adjusting for age, sex, and diagnosis, when necessary.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataBoth p-tau181 and p-tau217 Simoa assays demonstrated intra- and inter-assay variation <8%.
“Both methods demonstrated intra and inter assay variation <8%.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe mean age of the population was 62.77 years, with CI participants being older than CU (CU = 59.82; CI = 67.78; P < 0.001) owing to a proportion of the CU being < 30 years.
“The mean age of the population was 62.77 years, with CI participants being older than CU (CU = 59.82; CI = 67.78; P < 0.001) owing to a proportion of the CU being < 30 years.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataAPOE-ε4 carriers and males were more common in the CI group.
“APOE-ε4 carriers and males were also more common in the CI group.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataLinear regression models tested the association between log-transformed CSF p-tau and other biomarkers always adjusting by age and gender.
“Linear regression models also tested the association between log-transformed CSF p-tau and other biomarkers always adjusting by age and gender.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataCSF p-tau231 increases early in the development of AD pathology and its levels are raised earliest in preclinical AD.
“We demonstrate that CSF p-tau231 increases early in development of AD pathology”
- Also stated in: § Funding · hedged
“Our novel finding suggests that CSF p-tau231 levels are raised earliest in preclinical AD.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Aβ PET Centiloid values serve as a proxy of disease progression.
- Rests on an assumption: Cross-sectional differences in CSF p-tau and Aβ PET reflect the temporal ordering of biomarker changes in AD.
- Also stated in: § Funding · hedged
Classified as probably not a substantial claim.
Study design and conductcitationRandom field theory was used to correct the resulting t parametric maps for multiple comparisons (one-sided).
“Random field theory46 was used to correct the resulting t parametric maps for multiple comparisons (one-sided).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [46] Worsley, 2004, Unified univariate and multivariate random field theory, Neuroimage source
Classified as probably not a substantial claim.
PremisecitationNFTs, primarily composed of abnormal hyperphosphorylated tau, are a key pathological hallmark of AD.
“Neurofibrillary tangles (NFTs), primarily composed of abnormal hyperphosphorylated tau, are a key pathological hallmark of Alzheimer's disease (AD).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [1] Scheltens, 2016, Alzheimer's disease, Lancet source
Classified as probably not a substantial claim.
Study design and conductnone givenAβ PET positivity was visually defined by two neurologists blinded to clinical diagnosis.
“positivity was visually defined by two neurologists blinded to clinical diagnosis.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductown dataThe CI group had lower MMSE scores and higher Aβ PET and tau PET load compared to the CU group.
“As expected, the CI group had a lower MMSE scores, and higher Aβ PET and tau PET load as compared to the CU group (Table 1).”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataCSF p-tau181 is not sensitive to early pathological changes but is an accurate biomarker at late-stage disease.
“No such changes were observed for other biomarkers demonstrating that CSF p-tau181 is not sensitive to early pathological changes but an accurate biomarker at late-stage disease.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductnone givenCSF p-tau biomarkers in this study are compared on two different platforms with differing detection and capture antibody configurations: N-terminally derived CSF p-tau181 and CSF p-tau217 on the Simoa platform, and Mid-terminal CSF p-tau231 by ELISA.
“CSF p-tau biomarkers in this study are compared on two different platforms, with differing detection and capture antibody configurations: N-terminally derived CSF p-tau181 and CSF p-tau217 on the Simoa platform, Mid-terminal CSF p-tau231 by ELISA.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationCSF p-tau, regardless of phosphorylation site, has been considered as a biomarker of NFT pathology, while other studies propose CSF p-tau as a state marker for brain tau phosphorylation, yet the direct association between CSF p-tau and tau PET has been inconsistent.
“CSF p-tau, regardless of phosphorylation site, has been considered as a biomarker of NFT pathology, while other studies propose CSF p-tau as a state marker for brain tau phosphorylation,62 yet the direct association between CSF p-tau and tau PET has been inconsistent.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [62] Blennow, 2003, CSF markers for incipient Alzheimer's disease, Lancet Neurol source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationJanelidze et al. previously described that CSF p-tau217 had a consistently greater regional association to tau PET than CSF p-tau181, but CSF p-tau231 was not analyzed in that study.
“In agreement to this, Janelidze et al. previously described that CSF p-tau217 had a consistently greater regional association to tau PET than CSF p-tau181 but CSF p-tau231 was not analyzed in this particular study.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Janelidze et al.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Interpretationown dataCSF p-tau already changes with subtle Aβ pathology and occurs considerably earlier than previously anticipated.
“However, while it is presumed that p-tau secretion, and subsequent increase in CSF, occurs after globally aggregated Aβ, our data shows that CSF p-tau already changes with subtle Aβ pathology and therefore occurs considerably earlier than previously anticipated.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe ADx253 antibody utilized in the p-tau231 ELISA was determined to simulate cis-selectivity, but the specific abundance of the toxic cis p-tau231 species in this assay format cannot be determined.
“In addition, the ADx253 antibody utilized in the p-tau231 ELISA was determined to simulate cis-selectivity however it cannot be determined the specific abundance of the toxic cis p-tau231 species in this assay format.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningCSF p-tau231 is a novel candidate for detecting early and emerging Aβ pathology in individuals for recruitment into therapeutic trials, as a target engagement biomarker to monitor the effect of Aβ therapeutics, or to support therapeutically targeting tau epitopes in preclinical disease before tau aggregation can be visualized by tau PET.
“Thus, CSF p-tau231 is a novel candidate for detecting early and emerging Aβ pathology in individuals for the recruitment into therapeutic trials, act as a target engagement biomarker to monitor the effect of Aβ therapeutics or supports the notion of therapeutically targeting tau epitopes in preclinical disease before tau aggregation can be visualized by tau PET.”
Quote in the paperSubstantial claim- Rests on an assumption: The pre-amyloid phase is the optimal period for therapeutic intervention.
May combine two claims.
InterpretationreasoningThe finding supports a model of active soluble tau release by cells into the CSF which is related to early Aβ deposition, likely induced by early Aβ seeds.
“This finding further supports a model of active soluble tau release by cells into the CSF which is related to early Aβ deposition, likely induced by early Aβ seeds.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningCSF p-tau231 could be a useful indicator of early Aβ deposition, with practical implications for highlighting early AD risk and enriching enrollment of individuals in the pre-amyloid phase in clinical trials.
“Consequently, CSF p-tau231 could be a useful indicator of early Aβ deposition, which can have practical implications for highlighting early AD risk and enrich the enrollment of individuals in the pre-amyloid phase in clinical trials.”
Quote in the paperSubstantial claim- Rests on an assumption: The pre-amyloid phase is the optimal period for therapeutic intervention.
May combine two claims.
InterpretationreasoningAs Aβ accumulates toward Aβ positivity, p-tau217 and p-tau181 become abnormal, with p-tau217 changing at a quicker rate.
“As Aβ accumulates toward Aβ positivity, other p-tau epitopes (p-tau217 and p-tau181) then become abnormal with p-tau217 changing at quicker rate.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Aβ PET Centiloids can serve as a proxy of time/disease progression in AD.
May combine two claims.
Interpretationown dataAβ fibrils start to accumulate predominantly within certain parts of the DMN in preclinical AD, and CSF p-tau231 is a stronger correlate to these early accumulating regions.
“This demonstrates that Aβ fibrils start to accumulate predominantly within certain parts of the DMN in preclinical AD and our data reveals that CSF p-tau231 is a stronger correlate to these early accumulating regions.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataThe main finding of early pre-amyloid changes of p-tau231 is based on 83 CU Aβ- individuals and should be replicated in an independent cohort not enriched for AD with exclusion criteria.
“Further to this, our main finding of early of pre-amyloid changes of p-tau231 is based on 83 CU Aβ- individuals and should be replicated in an independent cohort which is not enriched for AD with exclusion criteria's.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductreasoningThe use of cross-sectional Aβ PET Centiloids as a proxy of time in the disease was employed, and it is not certain that a greater Aβ PET SUVR is indicative of a more advanced disease state.
“Furthermore, the use of cross‐sectional Aβ PET Centiloids as a proxy of time in the disease was employed and while a gradual Aβ accumulation is observed though AD development, it is not certain that a greater Aβ PET SUVR is indicative of more advanced disease state.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningIt cannot be ruled out that subtle changes in biomarker performances are determined by platform differences or antibody superiority.
“Thus, it cannot be ruled out that subtle changes in biomarkers performances are determined by platform differences or antibody superiority.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Disease-modifying drug candidates have a better opportunity to show effectiveness if initiated before symptom onset or even before overt Aβ plaque load.
“as it is anticipated that disease-modifying drug candidates have a better opportunity to show effectiveness if initiated before symptom onset or even before overt Aβ plaque load has been achieved.”
“It is anticipated that disease-modifying drug candidates have a better opportunity to show effectiveness if initiated before symptom onset or even before overt Aβ plaque load.”
The authors state this as an assumption.
Aβ PET Centiloid values serve as a proxy of disease progression.
“CSF biomarkers were also plotted as a function of Aβ PET, which served as a proxy of disease progression.”
The paper relies on this without support.
Cross-sectional differences in CSF p-tau and Aβ PET reflect the temporal ordering of biomarker changes in AD.
“This cross-sectional study was based on data from the Translational Biomarkers in Aging and Dementia (TRIAD) cohort”
The paper relies on this without support.
Most previous studies comparing CSF p-tau231 and CSF p-tau181 did not evaluate the cognitively unimpaired phases of the AD continuum.
“Yet, most of these studies did not evaluate the cognitively unimpaired phases of the AD continuum.”
The authors state this as an assumption.
Aβ PET Centiloids can serve as a proxy of time/disease progression in AD.
“we used Aβ PET (in Centiloids) as a proxy of AD progression”
The paper relies on this without support.
The pre-amyloid phase is the optimal period for therapeutic intervention.
“which is currently seen as the optimal period for therapeutic intervention.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
CSF p-tau231 showed the earliest change in association with Aβ pathology in the AD brain.
“CSF p-tau231 showed the earliest change in association with Aβ pathology in the AD brain9,14.”
From Plasma p-tau231 and p-tau217 as state markers of amyloid-β pathology in preclinical Alzheimer’s disease (2022) · cites this paper as [14]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
CU amyloid-positive percentage does not match the group counts
MinorTable 1 lists 26 Aβ-positive participants among 109 CU participants. That is 23.85%, which rounds to 24%, not 23%.
Reported 23 · recomputed 23.853211
“CU (n = 109 [23% Aβ PET+])”
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Comparison of CSF phosphorylated tau 181 and 217 for cognitive decline
Mielke, M. M., Aakre, J. A., Algeciras‐Schimnich, A., Proctor, N. K., Machulda, M. M., Eichenlaub, U., Knopman, D. S., Vemuri, P., Graff‐Radford, J., Jack, C. R., et al. (2022) · Alzheimer's & Dementia · doi:10.1002/alz.12415 · Cited by 55 · see citing works
Russell, C. L., Mitra, V., Hansson, K., Blennow, K., Gobom, J., Zetterberg, H., Hiltunen, M., Ward, M., & Pike, I. (2016) · Journal of Alzheimer's Disease · doi:10.3233/jad-160633 · Cited by 52 · see citing works
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Self-citationCharacterization of MK6240, a tau PET tracer, in autopsy brain tissue from Alzheimer’s disease cases
Malarte, M.-L., Nordberg, A., & Lemoine, L. (2021) · European Journal of Nuclear Medicine and Molecular Imaging · doi:10.1007/s00259-020-05035-y · Cited by 41 · see citing works
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Amyloid and tau signatures of brain metabolic decline in preclinical Alzheimer’s disease
Initiative, A. D. N., Pascoal, T. A., Mathotaarachchi, S. S., Shin, M., Park, A. Y., Mohades, S., Benedet, A. L., Kang, M. S., Massarweh, G., Soucy, J., et al. (2018) · European Journal of Nuclear Medicine and Molecular Imaging · doi:10.1007/s00259-018-3933-3 · Cited by 35 · see citing works
Self-citationSackmann, C., & Hallbeck, M. (2020) · Scientific Reports · doi:10.1038/s41598-020-63398-6 · Cited by 27 · see citing works
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- De Vos, 2016, A novel conformational, phospho-Threonine 231 specific assay for CSF protein tau, J Prev Alzheimers Dis
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Diagnostic Accuracy of a Plasma Phosphorylated Tau 217 Immunoassay for Alzheimer Disease Pathology
Ashton, N. J., Brum, W. S., Di Molfetta, G., Benedet, A. L., Arslan, B., Jonaitis, E., Langhough, R. E., Cody, K., Wilson, R., Carlsson, C. M., et al. (2024) · JAMA Neurology · doi:10.1001/jamaneurol.2023.5319 · Cited by 884 · see citing works
Self-citationPlasma p-tau231: a new biomarker for incipient Alzheimer’s disease pathology.
Ashton, N. J., Pascoal, T. A., Karikari, T. K., Benedet, A. L., Lantero-Rodriguez, J., Brinkmalm, G., Snellman, A., Schöll, M., Troakes, C., Hye, A., et al. (2021) · Acta Neuropathologica · doi:10.1007/s00401-021-02275-6 · Cited by 719 · see citing works
Self-citationAshton, N. J., Janelidze, S., Mattsson-Carlgren, N., Binette, A. P., Strandberg, O., Brum, W. S., Karikari, T. K., González-Ortiz, F., Di Molfetta, G., Meda, F. J., et al. (2022) · Nature Medicine · doi:10.1038/s41591-022-02074-w · Cited by 436 · see citing works
“Data from CSF studies have also shown that p-tau217 exhibits larger fold-changes in symptomatic phases 30 , while subtle changes of p-tau231 are observed with regional Aβ deposition 31 and these results now translate to blood.”
Self-citationMilà-Alomà, M., Ashton, N. J., Shekari, M., Salvadó, G., Ortiz-Romero, P., Montoliu-Gaya, L., Benedet, A. L., Karikari, T. K., Lantero-Rodriguez, J., Vanmechelen, E., et al. (2022) · Nature Medicine · doi:10.1038/s41591-022-01925-w · Cited by 353 · see citing works
Self-citationBlood phospho-tau in Alzheimer disease: analysis, interpretation, and clinical utility
Karikari, T. K., Ashton, N. J., Brinkmalm, G., Brum, W. S., Benedet, A. L., Montoliu‐Gaya, L., Lantero‐Rodriguez, J., Pascoal, T. A., Suárez‐Calvet, M., Rosa‐Neto, P., et al. (2022) · Nature Reviews Neurology · doi:10.1038/s41582-022-00665-2 · Cited by 327 · see citing works
Self-citationDubois, B., von Arnim, C. A. F., Burnie, N., Bozeat, S., & Cummings, J. (2023) · Alzheimer's Research & Therapy · doi:10.1186/s13195-023-01314-6 · Cited by 288 · see citing works
“CSF pTau 231 (pTau231) is another pTau epitope that has demonstrated the potential to aid in diagnosis of early AD and detect incipient AD pathology, not confined to the clinical phenotype [48].”
BackgroundHampel, H., Hu, Y., Cummings, J., Mattke, S., Iwatsubo, T., Nakamura, A., Vellas, B., O’Bryant, S., Shaw, L. M., Cho, M., et al. (2023) · Neuron · doi:10.1016/j.neuron.2023.05.017 · Cited by 283 · see citing works
Self-citationTherriault, J., Vermeiren, M. R., Servaes, S., Tissot, C., Ashton, N. J., Benedet, A. L., Karikari, T. K., Lantero‐Rodriguez, J., Brum, W. S., Lussier, F. Z., et al. (2022) · JAMA Neurology · doi:10.1001/jamaneurol.2022.4485 · Cited by 268 · see citing works
Self-citationPlasma phospho-tau in Alzheimer’s disease: towards diagnostic and therapeutic trial applications
González‐Ortiz, F., Kac, P. R., Brum, W. S., Zetterberg, H., Blennow, K., & Karikari, T. K. (2023) · Molecular Neurodegeneration · doi:10.1186/s13024-023-00605-8 · Cited by 217 · see citing works
“For example, while both CSF p-tau181 and p-tau231 are wellestablished indicators of ongoing tau pathology, pathological phosphorylation at threonine-231 appears to be observed earlier than at threonine-181 [26].”
BackgroundResultSelf-citationBiomarker-based staging of Alzheimer disease: rationale and clinical applications
Therriault, J., Schindler, S. E., Salvadó, G., Pascoal, T. A., Benedet, A. L., Ashton, N. J., Karikari, T. K., Apostolova, L. G., Murray, M. E., Verberk, I. M. W., et al. (2024) · Nature Reviews Neurology · doi:10.1038/s41582-024-00942-2 · Cited by 206 · see citing works
“Plasma and CSF p-tau231 levels are thought to increase early in the disease course and are associated with Aβ pathology 97–101 .”
Self-citationEquivalence of plasma p‐tau217 with cerebrospinal fluid in the diagnosis of Alzheimer's disease
Therriault, J., Servaes, S., Tissot, C., Rahmouni, N., Ashton, N. J., Benedet, A. L., Karikari, T. K., Macedo, A. C., Lussier, F. Z., Stevenson, J., et al. (2023) · Alzheimer s & Dementia · doi:10.1002/alz.13026 · Cited by 172 · see citing works
Self-citationCardiovascular Disease and Alzheimer's Disease: The Heart–Brain Axis
Saeed, A., López, O. L., Cohen, A. D., & Reís, S. E. (2023) · Journal of the American Heart Association · doi:10.1161/jaha.123.030780 · Cited by 169 · see citing works
Pais, M. V., Forlenza, O. V., & Diniz, B. S. (2023) · Journal of Alzheimer s Disease Reports · doi:10.3233/adr-230029 · Cited by 168 · see citing works
Barthélemy, N. R., Saef, B., Li, Y., Gordon, B. A., He, Y., Horie, K., Stomrud, E., Salvadó, G., Janelidze, S., Sato, C., et al. (2023) · Nature Aging · doi:10.1038/s43587-023-00380-7 · Cited by 153 · see citing works
Astrocyte biomarker signatures of amyloid-β and tau pathologies in Alzheimer’s disease
Ferrari-Souza, J., Ferreira, P., Bellaver, B., Tissot, C., Wang, Y., Leffa, D., Brum, W., Benedet, A., Ashton, N., de Bastiani, M. D., et al. (2022) · Molecular Psychiatry · doi:10.1038/s41380-022-01716-2 · Cited by 126 · see citing works
“55 corresponds to 24 Centiloid units [34, 35].”
Self-citationMontoliu-Gaya, L., Benedet, A. L., Tissot, C., Vrillon, A., Ashton, N. J., Brum, W. S., Lantero-Rodriguez, J., Stevenson, J., Nilsson, J., Sauer, M., et al. (2023) · Nature Aging · doi:10.1038/s43587-023-00405-1 · Cited by 122 · see citing works
Self-citationAshton, N. J., Leuzy, A., Karikari, T. K., Mattsson-Carlgren, N., Dodich, A., Boccardi, M., Corre, J., Drzezga, A., Nordberg, A., Ossenkoppele, R., et al. (2021) · European Journal of Nuclear Medicine and Molecular Imaging · doi:10.1007/s00259-021-05253-y · Cited by 142 · see citing works
Self-citationDisease staging of Alzheimer’s disease using a CSF-based biomarker model
Salvadó, G., Horie, K., Barthélemy, N. R., Vogel, J. W., Binette, A. P., Chen, C. D., Aschenbrenner, A. J., Gordon, B. A., Benzinger, T. L. S., Holtzman, D. M., et al. (2024) · Nature Aging · doi:10.1038/s43587-024-00599-y · Cited by 114 · see citing works
“15,20–22) or the phosphorylation occupancies (defined as the ratio between the phosphorylated and non-phosphorylated mid region tau (np-tau) fragments) have been studied in depth and have shown strong associations with Aβ pathology and moderate associations with tau (as measured by both positron…”
BackgroundStaging of Alzheimer's disease: past, present, and future perspectives.
Therriault, J., Zimmer, E., Benedet, A., Pascoal, T., Gauthier, S., & Rosa-Neto, P. (2022) · Trends in Molecular Medicine · doi:10.1016/j.molmed.2022.05.008 · Cited by 93 · see citing works
Self-citationTau as a Biomarker of Neurodegeneration
Holper, S., Watson, R., & Yassi, N. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms23137307 · Cited by 114 · see citing works
“deposition in brain regions typically affected early in AD, such as the medial orbitofrontal, posterior cingulate and precuneus, before Aβ PET positivity [115].”
BackgroundAlawode, D. O. T., Heslegrave, A., Ashton, N. J., Karikari, T. K., Simrén, J., Montoliu‐Gaya, L., Pannee, J., O’Connor, A., Weston, P. S. J., Lantero‐Rodriguez, J., et al. (2021) · Journal of Internal Medicine · doi:10.1111/joim.13332 · Cited by 100 · see citing works
Self-citationCai, Y., Zhang, Y., Leng, S., Ma, Y., Jiang, Q., Wen, Q., Ju, S., & Hu, J. (2024) · Neurobiology of Disease · doi:10.1016/j.nbd.2024.106426 · Cited by 111 · see citing works
Mendes, A. J., Ribaldi, F., Lathuilière, A., Ashton, N. J., Janelidze, S., Zetterberg, H., Scheffler, M., Assal, F., Garibotto, V., Blennow, K., et al. (2024) · Journal of Neurology · doi:10.1007/s00415-023-12148-5 · Cited by 99 · see citing works
Self-citationAshton, N. J., Keshavan, A., Brum, W. S., Andréasson, U., Arslan, B., Droescher, M., Barghorn, S., Vanbrabant, J., Lambrechts, C., Loo, M. V., et al. (2025) · Alzheimer s & Dementia · doi:10.1002/alz.14508 · Cited by 95 · see citing works
Self-citationZola, N. K. N., Balty, C., Ruys, S. P. D., Vanparys, A., Huyghe, N. D., Herinckx, G., Johanns, M., Boyer, E., Kienlen‐Campard, P., Rider, M. H., et al. (2023) · Nature Communications · doi:10.1038/s41467-023-39328-1 · Cited by 93 · see citing works
Plasma p‐tau immunoassays in clinical research for Alzheimer's disease
Teunissen, C. E., Kolster, R., Triana‐Baltzer, G., Janelidze, S., Zetterberg, H., & Kolb, H. C. (2024) · Alzheimer s & Dementia · doi:10.1002/alz.14397 · Cited by 92 · see citing works
Self-citationLongitudinal blood biomarker trajectories in preclinical Alzheimer's disease
Yakoub, Y., Ashton, N. J., Strikwerda‐Brown, C., Montoliu‐Gaya, L., Karikari, T. K., Kac, P. R., González‐Ortiz, F., Gallego-Rudolf, J., Meyer, P., St‐Onge, F., et al. (2023) · Alzheimer s & Dementia · doi:10.1002/alz.13318 · Cited by 90 · see citing works
Self-citationLoeffler, D. A. (2023) · Journal of Alzheimer s Disease Reports · doi:10.3233/adr-230025 · Cited by 86 · see citing works
Comparing tau status determined via plasma pTau181, pTau231 and [18F]MK6240 tau-PET
Tissot, C., Therriault, J., Kunach, P., Benedet, A. L., Pascoal, T. A., Ashton, N. J., Karikari, T. K., Servaes, S., Lussier, F. Z., Chamoun, M., et al. (2022) · EBioMedicine · doi:10.1016/j.ebiom.2022.103837 · Cited by 75 · see citing works
Self-citationDiagnostic value of serum versus plasma phospho-tau for Alzheimer’s disease
Kac, P. R., Gonzalez-Ortiz, F., Simrén, J., Dewit, N., Vanmechelen, E., Zetterberg, H., Blennow, K., Ashton, N. J., & Karikari, T. K. (2022) · Alzheimer's Research & Therapy · doi:10.1186/s13195-022-01011-w · Cited by 73 · see citing works
Self-citationMoloney, C. M., Labuzan, S. A., Crook, J. E., Siddiqui, H., Castanedes‐Casey, M., Lachner, C., Petersen, R. C., Duara, R., Graff‐Radford, N. R., Dickson, D. W., et al. (2022) · Alzheimer s & Dementia · doi:10.1002/alz.12749 · Cited by 74 · see citing works
Zhang, D., Zhang, W., Chen, M., Gao, X., Yuan, H., Lin, X., Mao, X., Wang, C., Guo, X., Du, Y., et al. (2024) · Neuron · doi:10.1016/j.neuron.2024.02.017 · Cited by 73 · see citing works
CSF Biomarkers in the Early Diagnosis of Mild Cognitive Impairment and Alzheimer’s Disease
Papaliagkas, V. T., Kalinderi, K., Vareltzis, P. K., Μoraitou, D., Papamitsou, T., & Chatzidimitriou, M. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms24108976 · Cited by 73 · see citing works
“In particular, p-tau in threonin-231 (P-tau231) is considered to be the most accurate marker of MCI conversion to AD [54] with 80% specificity and 80% total diagnostic accuracy in distinguishing the MCI patients that will later convert to AD.”
BackgroundCSF p-tau205: a biomarker of tau pathology in Alzheimer’s disease
Lantero‐Rodriguez, J., Montoliu‐Gaya, L., Benedet, A. L., Vrillon, A., Dumurgier, J., Cognat, E., Brum, W. S., Rahmouni, N., Stevenson, J., Servaes, S., et al. (2024) · Acta Neuropathologica · doi:10.1007/s00401-023-02659-w · Cited by 70 · see citing works
“…the last page of the article Acta Neuropathologica (2024) 147:12 12 Page 2 of 17 In recent years, the development of ultra-sensitive immunoassays [1, 17, 20, 45] and mass spectrometry (MS) [4, 6, 13] methods have greatly expanded the knowledge regarding p-tau species in biofluids, and most…”
BackgroundInfluentialSelf-citationZeng, X., Chen, Y., Sehrawat, A., Lee, J., Lafferty, T. K., Kofler, J., Berman, S. B., Sweet, R. A., Tudorascu, D., Klunk, W. E., et al. (2024) · Molecular Neurodegeneration · doi:10.1186/s13024-024-00711-1 · Cited by 73 · see citing works
“• CSF p-tau is a biomarker for neurofibrillary tangles [15, 87, 88].”
BackgroundSelf-citationPTM-Mamba: a PTM-aware protein language model with bidirectional gated Mamba blocks
Peng, F. Z., Wang, C.-T., Chen, T., Schussheim, B., Vincoff, S., & Chatterjee, P. (2025) · Nature Methods · doi:10.1038/s41592-025-02656-9 · Cited by 32 · see citing works
Wojdała, A. L., Bellomo, G., Gaetani, L., Toja, A., Chipi, E., Shan, D., Chiasserini, D., & Parnetti, L. (2023) · Neurobiology of Disease · doi:10.1016/j.nbd.2023.106356 · Cited by 70 · see citing works
Alzheimer’s disease biomarkers and their current use in clinical research and practice
Hunter, T., Santos, L. E., Tovar-Moll, F. F., & Felice, F. G. D. (2024) · Molecular Psychiatry · doi:10.1038/s41380-024-02709-z · Cited by 65 · see citing works
P‐tau235: a novel biomarker for staging preclinical Alzheimer’s disease
Lantero‐Rodriguez, J., Snellman, A., Benedet, A. L., Milà‐Alomà, M., Camporesi, E., Montoliu‐Gaya, L., Ashton, N. J., Vrillon, A., Karikari, T. K., Gispert, J. D., et al. (2021) · EMBO Molecular Medicine · doi:10.15252/emmm.202115098 · Cited by 54 · see citing works
Self-citationBiomarkers in Alzheimer’s disease
Rajendran, K., & Krishnan, U. M. (2024) · Clinica Chimica Acta · doi:10.1016/j.cca.2024.119857 · Cited by 49 · see citing works
Ashton, N. J., Brum, W. S., Molfetta, G. D., Benedet, A. L., Arslan, B., Jonaitis, E. M., Langhough, R. E., Cody, K. A., Wilson, R. H., Carlsson, C. M., et al. (2023) · medRxiv · doi:10.1101/2023.07.11.23292493 · Cited by 50 · see citing works
Self-citationHuber, H., Ashton, N. J., Schieren, A., Montoliu‐Gaya, L., Molfetta, G. D., Brum, W. S., Lantero‐Rodriguez, J., Grötschel, L., Stoffel‐Wagner, B., Coenen, M., et al. (2023) · Alzheimer s & Dementia · doi:10.1002/alz.13163 · Cited by 49 · see citing works
Self-citationEpendymal cells and neurodegenerative disease: outcomes of compromised ependymal barrier function
Nelles, D. G., & Hazrati, L. (2022) · Brain Communications · doi:10.1093/braincomms/fcac288 · Cited by 46 · see citing works
Fluid Biomarkers for the Diagnosis of Neurodegenerative Diseases
Luebke, M., Parulekar, M., & Thomas, F. (2023) · Biomarkers in Neuropsychiatry · doi:10.1016/j.bionps.2023.100062 · Cited by 33 · see citing works
Lantero‐Rodriguez, J., Salvadó, G., Snellman, A., Montoliu‐Gaya, L., Brum, W. S., Benedet, A. L., Mattsson, N., Tideman, P., Janelidze, S., Palmqvist, S., et al. (2024) · Molecular Neurodegeneration · doi:10.1186/s13024-024-00707-x · Cited by 42 · see citing works
Self-citationTime-series visual explainability for Alzheimer’s disease progression detection for smart healthcare
Rahim, N., Abuhmed, T., Mirjalili, S., El–Sappagh, S., & Muhammad, K. (2023) · Alexandria Engineering Journal · doi:10.1016/j.aej.2023.09.050 · Cited by 41 · see citing works
“Along with many other biomarkers for AD diagnosis, one such biomarker is the abnormal state of peptides and proteins in the cerebrospinal fluid (CSF) of AD patients [42].”
Hirota, Y., Sakakibara, Y., Ibaraki, K., Takei, K., Iijima, K., & Sekiya, M. (2022) · Brain Communications · doi:10.1093/braincomms/fcac286 · Cited by 39 · see citing works
Comprehensive Overview of Alzheimer’s Disease: Etiological Insights and Degradation Strategies
Singh, M. K., Shin, Y., Ju, S., Han, S., Kim, S. S., & Kang, I. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms25136901 · Cited by 40 · see citing works
“Among these, p-tau 231 exhibited a significant increase, accumulating notably in brain regions associated with the default mode network, such as the precuneus, posterior cingulate cortex, and orbitofrontal cortex [39].”
BackgroundTau protein profiling in tauopathies: a human brain study
Lantero‐Rodriguez, J., Camporesi, E., Montoliu‐Gaya, L., Gobom, J., Piotrowska, D., Olsson, M., Matečko‐Burmann, I., Becker, B., Brinkmalm, A., Burmann, B. M., et al. (2024) · Molecular Neurodegeneration · doi:10.1186/s13024-024-00741-9 · Cited by 38 · see citing works
“Thus, it is reasonable to speculate that the characteristic increase in CSF p-tau species (i.e., p181, p217, p231, and p235) and total-tau in AD [25, 53, 74, 75] are the result of N-terminal and mid-region truncations [76] on the highly abundant tau pool present in AD brain, and their subsequent…”
BackgroundMethodSelf-citationHu, Y. P., Cho, M., Sachdev, P., Dage, J. L., Hendrix, S. B., Hansson, O., Bateman, R. J., & Hampel, H. J. (2024) · Med · doi:10.1016/j.medj.2024.08.004 · Cited by 41 · see citing works
Biomarkers in neurodegenerative diseases: a broad overview
Sathish, S., & Ayyavoo, V. (2024) · Exploration of Neuroprotective Therapy · doi:10.37349/ent.2024.00075 · Cited by 38 · see citing works
Simrén, J., Brum, W. S., Ashton, N. J., Benedet, A. L., Karikari, T. K., Kvartsberg, H., Sjons, E., Lussier, F. Z., Chamoun, M., Stevenson, J., et al. (2022) · Alzheimer s Research & Therapy · doi:10.1186/s13195-022-01142-0 · Cited by 33 · see citing works
“The associations with tau PET that are seen for CSF p-tau and t-tau in this, and many other studies [4, 5], seem to be driven by individuals early in the AD continuum, and as the disease progresses, the variability becomes greater [4].”
ResultInfluentialSelf-citationSnellman, A., Ekblad, L. L., Ashton, N. J., Karikari, T. K., Lantero‐Rodriguez, J., Pietilä, E. A., Koivumäki, M., Helin, S., Karrasch, M., Zetterberg, H., et al. (2023) · Neurobiology of Disease · doi:10.1016/j.nbd.2023.106175 · Cited by 34 · see citing works
Self-citationJarek, D. J., Mizerka, H., Nuszkiewicz, J., & Szewczyk‐Golec, K. (2024) · Biomedicines · doi:10.3390/biomedicines12040786 · Cited by 34 · see citing works
“However, in several studies, the results have indicated no significant differences between p-tau217 and p-tau181 in terms of distinguishing A β -PET or tau-PET [78,87,89,102].”
BackgroundMethodResultInfluentialEffects of time of the day at sampling on CSF and plasma levels of Alzheimer’ disease biomarkers
Dolado, A. O., Stomrud, E., Ashton, N. J., Nilsson, J., Quijano‐Rubio, C., Jethwa, A., Brum, W. S., Westman, A. B., Zetterberg, H., Blennow, K., et al. (2024) · Alzheimer s Research & Therapy · doi:10.1186/s13195-024-01503-x · Cited by 34 · see citing works
“CSF and plasma p-tau231 and p-tau181 levels were measured by an in-house Simoa assay developed in the University of Gothenburg, as previously described [35, 36].”
MethodSelf-citationDyer, A. H., Dolphin, H., O’Connor, A., Morrison, L., Sedgwick, G., Young, C., Killeen, E., Gallagher, C., McFeely, A., Connolly, E., et al. (2024) · Alzheimer s Research & Therapy · doi:10.1186/s13195-024-01555-z · Cited by 32 · see citing works
Lantero‐Rodriguez, J., Tissot, C., Snellman, A., Servaes, S., Benedet, A. L., Rahmouni, N., Montoliu‐Gaya, L., Therriault, J., Brum, W. S., Stevenson, J., et al. (2023) · Alzheimer s & Dementia · doi:10.1002/alz.13119 · Cited by 30 · see citing works
“7 In later symptomatic stages, p-tau presents high association with both A β and tau, 5,8,9 but is often more closely linked to A β compared to NFT accumulation in the brain measured by PET.”
BackgroundSelf-citationMartin, S. P., & Leeman-Markowski, B. A. (2024) · Frontiers in Neurology · doi:10.3389/fneur.2023.1287545 · Cited by 28 · see citing works
“CSF p-tau181, 217, and 231 concentrations accurately predicted cognitive impairment in patients with AD, but not in patients with other dementias or controls (221).”
BackgroundResultJiang, Z., Wang, J., Qin, Y., Liu, S., Luo, B., Bai, F., Wei, H., Zhang, S., Wei, J., Ding, G., et al. (2024) · Alzheimer s Research & Therapy · doi:10.1186/s13195-024-01392-0 · Cited by 31 · see citing works
Rubenstein, R., McQuillan, L. E., Wang, K., Robertson, C. S., Chang, B., Yang, Z., Xu, H., Williamson, J. B., & Wagner, A. K. (2023) · Journal of Neurotrauma · doi:10.1089/neu.2022.0479 · Cited by 28 · see citing works
Wojdała, A. L., Bellomo, G., Gaetani, L., Teunissen, C. E., Parnetti, L., & Chiasserini, D. (2025) · Nature Communications · doi:10.1038/s41467-024-54878-8 · Cited by 29 · see citing works
Li, Z.-R., Fan, Z.-X., & Zhang, Q. (2024) · Journal of Alzheimer's Disease · doi:10.3233/jad-230799 · Cited by 21 · see citing works
Mass Spectrometric Analysis of Urinary N-Glycosylation Changes in Patients with Parkinson’s Disease
Xu, M., Jin, H., Ge, W., Zhao, L., Liu, Z., Guo, Z., Wu, Z., Chen, J., Mao, C., Zhang, X., et al. (2023) · ACS Chemical Neuroscience · doi:10.1021/acschemneuro.3c00404 · Cited by 26 · see citing works
Choi, J.-M., Ku, B. U., Doan, D. N. T., Park, J., Cha, W., Kim, J. U., & Lee, K. H. (2023) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2023.1131857 · Cited by 23 · see citing works
“, threonine P-tau181) are commonly reported as potential CSF indicators of AD dementia (Andreasen et al., 1999; Ashton et al., 2022).”
BackgroundGrill, J. D., Tam, S. P., Thai, G. T., Vides, B., Pierce, A. L., Green, K. N., Gillen, D. L., Teng, E., Kremen, S. A., Beigi, M., et al. (2024) · Neurology · doi:10.1212/wnl.0000000000210152 · Cited by 23 · see citing works
Dilcher, R., Wall, S., Groß, M., Katzdobler, S., Wagemann, O., Palleis, C., Weidinger, E., Fietzek, U. M., Bernhardt, A., Kurz, C., et al. (2024) · Alzheimer s & Dementia · doi:10.1002/alz.14185 · Cited by 23 · see citing works
Site-Specific Phospho-Tau Aggregation-Based Biomarker Discovery for AD Diagnosis and Differentiation
Wu, L., Gilyazova, N., Ervin, J. F., Wang, S. J., & Xu, B. (2022) · ACS Chemical Neuroscience · doi:10.1021/acschemneuro.2c00342 · Cited by 20 · see citing works
Therriault, J., Woo, M. S., Salvadó, G., Gobom, J., Karikari, T. K., Janelidze, S., Servaes, S., Rahmouni, N., Tissot, C., Ashton, N. J., et al. (2024) · Molecular Neurodegeneration · doi:10.1186/s13024-023-00689-2 · Cited by 24 · see citing works
Self-citationKong, Q., Liu, C., Zhang, Y., He, Y., Zhang, R., Wang, Y., Zhou, Q., & Cui, F. (2024) · Microchimica Acta · doi:10.1007/s00604-024-06395-0 · Cited by 21 · see citing works
Protein modification in neurodegenerative diseases
Ramazi, S., Dadzadi, M., Darvazi, M., Seddigh, N., & Allahverdi, A. (2024) · MedComm · doi:10.1002/mco2.674 · Cited by 23 · see citing works
Metabolic Profiling of Brain Tissue and Brain‐Derived Extracellular Vesicles in Alzheimer's Disease
Hernandez, P., Rackles, E., Albóniga, O. E., Martínez‐Lage, P., Camacho, E. N., Onaindía, A., Fernandez, M., Talamillo, A., & Falcón‐Pérez, J. M. (2025) · Journal of Extracellular Vesicles · doi:10.1002/jev2.70043 · Cited by 20 · see citing works
Is blood pTau a reliable indicator of the CSF status? A narrative review
Antonioni, A., Raho, E. M., & Lorenzo, F. D. (2023) · Neurological Sciences · doi:10.1007/s10072-023-07258-x · Cited by 20 · see citing works
Longitudinal changes in the functional connectivity of individuals at risk of Alzheimer’s disease
García‐Colomo, A., Nebreda, A., Carrasco-Gómez, M., de Frutos‐Lucas, J., Ramírez‐Toraño, F., Spuch, C., Comís‐Tuche, M., Bruña, R., Alfonsín, S., & Maestú, F. (2024) · GeroScience · doi:10.1007/s11357-023-01036-5 · Cited by 20 · see citing works
Kim, S., Ma, X., Jeon, M. J., Song, S., Lee, J. S., Lee, J. U., Lee, C., Choi, S. H., & Sim, S. J. (2024) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2024.116085 · Cited by 20 · see citing works
Garbarino, V. R., Palavicini, J. P., Melendez, J., Barthelemy, N. R., He, Y., Kautz, T. F., Lopez-Cruzan, M., Mathews, J. J., Xu, P., Zhang, B., et al. (2025) · Neurotherapeutics · doi:10.1016/j.neurot.2025.e00591 · Cited by 19 · see citing works
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Penny, L. K., Lofthouse, R. A., Arastoo, M., Porter, A., Palliyil, S., Harrington, C. R., & Wischik, C. M. (2024) · Translational Neurodegeneration · doi:10.1186/s40035-024-00417-w · Cited by 19 · see citing works
“Due to the strong and growing body of evidence that blood-based biomarkers such as Aβ42/40, ptau181, ptau217 and ptau231 are powerful in discriminating healthy ageing from AD [40–42], the necessity for expensive amyloid-PET scans in tau-targeting clinical trials is questionable.”
BackgroundHossen, F., Sun, G. Y., & Lee, J. C. (2024) · Free Radical Biology and Medicine · doi:10.1016/j.freeradbiomed.2024.05.044 · Cited by 18 · see citing works
Yuan, H., Zhou, J., Li, H., Kang, S., & Park, S. (2025) · International Journal of Molecular Sciences · doi:10.3390/ijms26146698 · Cited by 16 · see citing works
“Combined, these form the basis of the A β , Tau, and Neurodegeneration (AT(N)) classification system [15–17].”
Is liquid biopsy mature enough for the diagnosis of Alzheimer’s disease?
Gong, X., Zhang, H., Liu, X., Liu, Y., Liu, J., Fapohunda, F. O., Lü, P., Wang, K., & Tang, M. (2022) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2022.977999 · Cited by 17 · see citing works
“Many studies verify that the Simoa assays examining different P-tau isoforms (P-tau181, P-tau217, P-tau231) have high accuracy and specificity to detect early Alzheimer’s pathology (Barthelemy et al., 2020b; Karikari et al., 2020, 2021a,b; Palmqvist et al., 2020; Suarez-Calvet et al., 2020; Thijssen et al., 2020; Jane…”
BackgroundUncovering tau in wasteosomes (corpora amylacea) of Alzheimer’s disease patients
Riba, M., del Valle, J., Romera, C., Alsina, R., Molina‐Porcel, L., Pelegrı́, C., & Vilaplana, J. (2023) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2023.1110425 · Cited by 16 · see citing works
“Furthermore, it has been observed that cerebrospinal fluid p-tau231 increases early in the development of AD pathology and has been proposed as a principal candidate for detecting incipient Aβ pathology for therapeutic trial applications (Ashton et al., 2022).”
BackgroundTau: a biomarker of Huntington’s disease
Lepinay, E., & Cicchetti, F. (2023) · Molecular Psychiatry · doi:10.1038/s41380-023-02230-9 · Cited by 18 · see citing works
Non-Invasive Nasal Discharge Fluid and Other Body Fluid Biomarkers in Alzheimer’s Disease
Jung, D. H., Son, G., Kwon, O.-H., Chang, K., & Moon, C. (2022) · Pharmaceutics · doi:10.3390/pharmaceutics14081532 · Cited by 14 · see citing works
Alzheimer’s disease basics: we all should know
Das, S. K. (2025) · Neurological Research · doi:10.1080/01616412.2025.2529560 · Cited by 19 · see citing works
“Other than pTau181, the first pTau residue to increase in preclinical AD is pTau231, which supports the early underlying AD processes [125,126]. pTau217 appears to be the best pTau biomarker for AD diagnosis and patient observation due to its noticeable fold alterations and strong relationship with…”
Lantero‐Rodriguez, J., Vrillon, A., Fernández‐Lebrero, A., Ortiz‐Romero, P., Snellman, A., Montoliu‐Gaya, L., Brum, W. S., Cognat, E., Dumurgier, J., Puig‐Pijoan, A., et al. (2023) · Alzheimer s Research & Therapy · doi:10.1186/s13195-023-01201-0 · Cited by 14 · see citing works
“For example, p-tau231 is the first p-tau residue increasing in preclinical AD, confirming the earliest underlying AD processes [11, 12] whereas p-tau217, with its pronounced fold changes and strong association with AD pathological hallmarks, appears to be the most suitable p-tau biomarker for AD diagnosis and patient…”
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Cognitive phenotype and neurodegeneration associated with Tau in Huntington's disease
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Novel techniques for early diagnosis and monitoring of Alzheimer’s disease
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“[81]”
Biofluid-based staging of Alzheimer’s disease
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Self-citationNovel CSF tau biomarkers can be used for disease staging of sporadic Alzheimer’s
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PTM-Mamba: A PTM-Aware Protein Language Model with Bidirectional Gated Mamba Blocks
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Inflammation biomarkers and Alzheimer's disease: A pilot study using NULISAseq
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Self-citationRole of Tau protein in long COVID and potential therapeutic targets
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Collij, L. E., Salvadó, G., Horie, K., Barthélemy, N. R., Betthauser, T. J., Strandberg, O. T., Smith, R. A., Palmqvist, S., Schindler, S. E., Ossenkoppele, R., et al. (2026) · Nature Communications · doi:10.1038/s41467-026-71732-1 · Cited by 11 · see citing works
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The association between rs6859 in NECTIN2 gene and Alzheimer’s disease is partly mediated by pTau
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Neocortical tau propagation is a mediator of clinical heterogeneity in Alzheimer’s disease
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The interactome of tau phosphorylated at T217 in Alzheimer’s disease human brain tissue
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- Authors
- Ashton, N. J., Benedet, A. L., Pascoal, T. A., Karikari, T. K., Lantero-Rodriguez, J., Brum, W. S., Mathotaarachchi, S., Therriault, J., Savard, M., Chamoun, M., Stoops, E., Francois, C., Vanmechelen, E., Gauthier, S., Zimmer, E. R., Zetterberg, H., Blennow, K., & Rosa-Neto, P.
- Affiliations
- King's College London (GB)
- McGill University Research Centre for Studies in Aging (CA)
- University of Pittsburgh (US)
- Universidade Federal do Rio Grande do Sul (BR)
- McGill University (CA)
- ADx NeuroSciences
- Centre intégré universitaire de santé et de services sociaux de l'Ouest-de-l’Île-de-Montréal (CA)
- Sahlgrenska University Hospital (SE)
- ORCID
- Venue
- eBioMedicine
- Publisher
- Elsevier BV
- Published
- 2022-02
- Volume
- 76
- Pages
- 103836
- ISSN
- 2352-3964 (ISSN-L)
- PMC
- PMC8850760
- OpenAlex
- W4211082869
- Semantic Scholar
- 8a97a2789042b4a5678af8f6eb450cccb79eecfa
- Cited by
- 184
- References
- 67
- Citations by year
- 2026: 29 · 2025: 42 · 2024: 56 · 2023: 35 · 2022: 18 · 2021: 4
- FWCI
- 22.56
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- EBioMedicine (publishedVersion, cc-by)
- Research Square (acceptedVersion, cc-by)
- PubMed (publishedVersion)
- Lume (Universidade Federal do Rio Grande do Sul) (submittedVersion, cc-by-nc-sa)
- PubMed Central (submittedVersion, cc-by-nc-nd)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- UCL Discovery (University College London) (submittedVersion)
- Funders
- Alzheimer's Drug Discovery Foundation (2016862, FO2017-0243, 201809, 2017-00915, #ALFGBG-715986, 201809–2016862, 860197, 201809-2016615, #RDAPB‐201809‐2016615, AF-742881)
- BrightFocus Foundation (AF-930627, A2020812F)
- McGill University (162303, MOP-11-51-31, RFN 152985, 159815)
- Fondation Brain Canada (860197, 2020-VICO-279314, 34874, 33397)
- Gun och Bertil Stohnes Stiftelse
- Demensförbundet
- Weston Brain Institute (MOP-11-51-31)
- Consortium canadien en neurodégénérescence associée au vieillissement (MOP-11-51-31)
- Cerveau Technologies
- Alzheimer Society
- European Commission (201809-2016862, 860197)
- Hjärnfonden (FO2017‑0243, FO2017, ALFGBG-715986, #FO2020-0240, 860197)
- Vetenskapsrådet (860197, 2017-00915, (#ALFGBG-715986, -201809-2016615, 201809-2016862, 681712, 02532, 2018-, ALFGBG-720931, FO2017-0243, 2018-02532)
- Sahlgrenska Universitetssjukhuset (ALFGBG-715986)
- Göteborgs Universitet
- Alzheimerfonden (#AF-930627, -742881, AF-742881, -715986, -0243, FO2017-0243)
- UK Dementia Research Institute (#2017-00915, ALFGBG-715986, RDAPB-201809-2016615, FO2017-0243, -0243, -201809-2016615, -715986)
- Demensfonden
- Parkinsonfonden (1252/20)
- Alzheimer Society Research Program
- Canadian Institutes of Health Research (#MOP-11-51-31, 33397, 201809, 152985, 159815, RFN 152,985, 162303)
- Fonds de Recherche du Québec - Santé (159815, 162303, 279314, 2020-VICO-279314)
- Wallenberg Centre for Molecular and Translational Medicine
- H2020 European Research Council (681712)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Cerebrospinal fluid and hydrocephalus
- Keywords
- Alzheimer's disease, cerebrospinal fluid biomarkers, phosphorylated tau, p-tau231, p-tau217, p-tau181, amyloid-beta, preclinical Alzheimer's disease, amyloid PET, tau PET, cognitive impairment
- MeSH terms
- Alzheimer Disease, Canada, Humans, Phosphorylation, Tomography, X-Ray Computed, Biomarkers, Amyloid beta-Peptides, tau Proteins, Positron-Emission Tomography
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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