Cited by 50Extracellular vesicles in diseaseDementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Small nucleolar RNAs in plasma extracellular vesicles and their discriminatory power as diagnostic biomarkers of Alzheimer's disease

Open access
Fitz, Nicholas F., Wang, Jiebiao, Kamboh, M. Ilyas, Koldamova, Radosveta, Lefterov, Iliya·2021·Neurobiology of Disease

Published version of a preprint

Abstract

The clinical diagnosis of Alzheimer's disease, at its early stage, remains a difficult task. Advanced imaging technologies and laboratory assays to detect Aβ peptides Aβ42 and Aβ40, total and phosphorylated tau in CSF provide a set of biomarkers of developing AD brain pathology and facilitate the diagnostic process. The search for biofluid biomarkers, other than in CSF, and the development of biomarker assays have accelerated significantly and now represent the fastest-growing field in AD research. The goal of this study was to determine the differential enrichment of noncoding RNAs (ncRNAs) in plasma-derived extracellular vesicles (EV) of AD patients and Cognitively Normal controls (NC). Using RNA-seq, we profiled four significant classes of ncRNAs: miRNAs, snoRNAs, tRNAs, and piRNAs. We report a significant enrichment of SNORDs - a group of snoRNAs, in AD samples compared to NC. To verify the differential enrichment of two clusters of SNORDs - SNORD115 and SNORD116, localized on human chromosome 15q11-q13, we used plasma samples of an independent group of AD patients and NC. We applied ddPCR technique and identified SNORD115 and SNORD116 with a high discriminatory power to differentiate AD samples from NC. The results of our study present evidence that AD is associated with changes in the enrichment of SNORDs, transcribed from imprinted genomic loci, in plasma EV and provide a rationale to further explore the validity of those SNORDs as plasma biomarkers of AD.

AI snapshot

Written from the paper’s full text.

TL;DR

This study profiled noncoding RNAs in plasma extracellular vesicles (EVs) from Alzheimer’s disease (AD) patients and cognitively normal controls, finding significant enrichment of SNORD small nucleolar RNAs, especially SNORD115 and SNORD116. In an independent verification cohort, these SNORDs discriminated AD from controls with individual AUCs of 0.861 and 0.886 and a combined AUC of 0.947.

Key findings

  • RNA-seq of plasma EVs from 39 individuals identified 512 genes with average CPM > 5; these were 69.7% miRNAs, 21.6% snoRNAs, 4.7% tRNAs, and 3.9% piRNAs. AD vs NC comparison found 57 differentially affected transcripts: 34 snoRNAs, 15 miRNAs, 6 piRNAs, and 2 tRNAs.
  • SNORD115 and SNORD116 clusters were significantly enriched in AD plasma EVs compared with NC. In an independent group of 12 AD and 12 NC, ddPCR confirmed significant differences for SNORD115 and SNORD116, including within APOE genotype subgroups; SNORD114 and SNORD113 differences seen by RNA-seq were not confirmed by ddPCR.
  • ROC analysis using ddPCR absolute copy numbers gave AUCs of 0.861 for SNORD115, 0.886 for SNORD116, and 0.947 for the combination. SNORD115 enrichment was higher in AD-E4+ samples than AD-E3/3 samples.
  • In postmortem brain RNA-seq comparing APOE3/3 vs APOE4+, 102 SNORD genes were identified and 12 SNORD transcripts were differentially expressed; several SNORDs hosted by SNHG14 on Chr15q11-q13 were higher in AD APOE4/+ patients.

Methods

  • Discovery phase: plasma from 39 participants (21 females, 18 males) recruited by the University of Pittsburgh ADRC between 2015 and 2018; 16 NC had MMSE ≥27 and CDR 0, while 23 AD patients had MMSE <27 and CDR 0.5–2. EVs were isolated by two-step differential ultracentrifugation, characterized by nanoparticle tracking analysis, Western blotting, and transmission electron microscopy, then sequenced on Illumina NovaSeq 6000 with 76 bp single-end reads.
  • Computational analysis used the exceRpt pipeline in Genboree, alignment to hg38, and DESeq2 Wald test for differential enrichment; ncRNAs were considered significant at p < 0.05.
  • Verification phase: an independent group of 24 individuals (12 AD, 12 NC) was evaluated by droplet digital PCR for absolute quantification of SNORD115 and SNORD116, with ROC curves calculated from absolute copy numbers. Postmortem brain transcriptome data from a prior study (NCBI GSE144254) were analyzed by quasi-likelihood F test using edgeR.

Limitations

  • The paper states that differential ultracentrifugation provides intermediate recovery and specificity of EVs, so contamination with vesicles smaller than 30 nm or larger than 100 nm cannot be excluded, nor can contamination with protein:RNA and HDL:RNA complexes; APOE genotype could affect HDL:RNA recovery.
  • The authors note the relatively small number of participants in the verification group, and the postmortem brain comparison did not compare SNORD levels to NC brains.
  • Evident from the text: the study cannot establish whether the SNORDs in plasma EVs originate from brain, although the authors argue this is likely because none of the participants had lymphoma or leukemia; larger independent validation studies and more specific EV isolation are required.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1016/j.nbd.2021.105481

Cites

79 of 79 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

24 of 41 cited sources checked · 7 supported · 1 flagged · accuracy not yet measured

  • Findingown data

    SNORD115 and SNORD116 have high discriminatory power to differentiate AD samples from NC.

    “We applied ddPCR technique and identified SNORD115 and SNORD116 with a high discriminatory power to differentiate AD samples from NC.”
    • Also stated in: § Verification of differentially enriched SNORDs in plasma EV of an independent group of AD patients and NC · plain
      “As shown on Fig. 3 A and C, for both SNORD115 and SNORD116 there was a significant difference between AD and control samples.”
    • Also stated in: § Verification of differentially enriched SNORDs in plasma EV of an independent group of AD patients and NC · boosted
      “The values of AUC for SNORD115–0.861, as well as for SNORD116–0.886 exceeded the threshold, thus according to widely accepted classification within the range of “outstanding” (Konstantinou et al., 2012; Mandrekar, 2010).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Konstantinou et al., 2012 source

      The Methods (Data analysis) and Discussion concern self-reported symptoms used to identify nerve root involvement or sciatica, not RNA biomarkers. Searches for SNORD115, SNORD116, ddPCR, and Alzheimer’s disease found no passage addressing whether those markers distinguish AD samples from NC. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites Mandrekar, 2010 source
  • Premisecitation

    Circulating miRNA research has not resulted in any highly specific, validated disease markers.

    “circulating miRNA research has not resulted in any highly specific, validated disease markers (Tosar et al., 2021; Witwer, 2015).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Tosar et al., 2021 source

      The 'Extracellular RNA dynamics' section calls extracellular RNAs promising sources of disease biomarkers, while 'Sorting RNAs to the extracellular space: how?' discusses contamination that can distort miRNA analyses. Neither section addresses whether circulating miRNA research has produced highly specific, validated disease markers (searched: biomarkers, validation, and specificity). No page numbers were available in our copy. (LLM, conf=0.75)

      Experimental — accuracy not yet measured
    • cites Witwer, 2015 source
  • Findingown data

    In this study, only SNORD115-32 and SNORD116-29 overlapped with the SNORDs identified by RNA-seq in plasma EV among the list of all SNORDs associated with myeloma reported by Ronchetti et al.

    “Within the list of all SNORDs associated with myeloma reported by Ronchetti et al. (Ronchetti et al., 2012), in our study we found only SNORD115–32 and SNORD116–29 overlapping with the SNORDs identified by RNA-seq in plasma EV.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Ronchetti et al., 2012 source
  • Premisecitation

    All genes of the SNORD115 cluster are exclusively expressed in brain.

    “All genes of SNORD115 cluster, for example are exclusively expressed in brain (Chamberlain, 2013; Jorjani et al., 2016; Rogelj, 2006).”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Chamberlain, 2013 source
    • cites Jorjani et al., 2016 source

      In Results, “Expression profiling of human snoRNAs” (page unavailable), the paper calls the SNORD115 family neuron-specific, and Table 4 lists its expression as strongly biased toward neurons. It does not establish that every gene in the cluster is expressed exclusively in brain; the Methods describe averaging expression across snoRNAs grouped into families. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites Rogelj, 2006 source
  • Findingown data

    SNORDs are significantly enriched in plasma extracellular vesicles of Alzheimer's disease patients compared to cognitively normal controls.

    “We report a significant enrichment of SNORDs – a group of snoRNAs, in AD samples compared to NC.”
    • Also stated in: § Introduction · plain
      “We report for the first time a significant enrichment of SNORDs – C/D box small nucleolar RNAs (snoRNAs) in plasma EV of early-stage AD patients compared to NC.”
    Quote in the paperSubstantial claim
  • May combine two claims. 16
  • The quote only partly states this claim. 1
  • Classified as probably not a substantial claim. 18
  • May combine two claims. The quote only partly states this claim.

    Findingown data

    The AUC values for SNORD115 (0.861), SNORD116 (0.886), and combined (0.947) exceeded the threshold of 0.8.

    “The values of AUC for SNORD115–0.861, as well as for SNORD116–0.886 exceeded the threshold, thus according to widely accepted classification within the range of “outstanding” (Konstantinou et al., 2012; Mandrekar, 2010).”
    • Also stated in: § Verification of differentially enriched SNORDs in plasma EV of an independent group of AD patients and NC · plain
      “The value of combined AUC calculated for both, SNORD115 and SNORD116, was 0.947 (Fig. 3E–F).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Konstantinou et al., 2012 source

      The Methods (‘Performance of the diagnostic model’) classify AUC values from 0.8 to below 0.9 as ‘Excellent discrimination,’ not ‘Outstanding discrimination.’ The cited paper supports that 0.861 and 0.886 exceed 0.8, but contradicts the citing sentence’s classification of those values as outstanding. It does not report the SNORD results. (LLM, conf=0.90)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites Mandrekar, 2010 source
  • May combine two claims.

    Premisecitation

    There has been only one study reporting a combined AUC of 0.98 for p-tau and Aβ42/40 based on CSF ELISA assays, plus a signature of combined 3 miRNAs and 3 piRNAs from CSF deep sequencing.

    “Moreover, there has been only one study reporting a combined AUC of 0.98 for p-tau and Aβ42/40 with calculations based on CSF ELISA assays, plus a signature of combined 3 miRNAs +3 piRNAs with scores derived by deep sequencing of RNA isolated from CSF samples (Jain et al., 2019).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Jain et al., 2019 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingreasoning

    The plasma piRNAs identified in this study did not overlap with those in Jain et al.'s study of EV isolated from CSF.

    “The fact that the identified plasma piRNAs in our study didn’t overlap with Jain et al. study performed on EV isolated from CSF (Jain et al., 2019) is not surprising.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Jain et al., 2019 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Engineered expression of members of SNORD115 in brain tissues other than brain parenchyma (choroid plexus) has been reported.

    “Engineered expression of members of SNORD115 in brain tissues other than brain parenchyma – choroid plexus, has also been reported (Raabe et al., 2019).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Raabe et al., 2019 source
  • May combine two claims.

    Premisecitation

    SNORD115 and SNORD116 are clustered in intronic regions of an imprinted host gene and are known to be expressed predominantly (SNORD116) or exclusively (SNORD115) in brain.

    “SNORD115 and SNORD116 are clustered in intronic regions of an imprinted host gene and are known to be expressed predominantly – SNORD116, or exclusively – SNORD115, in brain (Cavaillé, 2017; Chamberlain, 2013; Chamberlain and Lalande, 2010a; Chung et al., 2020; Driedonks et al., 2018; Irimie et al., 2018; Lässer et al., 2016).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Cavaillé, 2017 source
    • cites Chamberlain, 2013 source

      The Non-coding RNAs section identifies SNORD115 and SNORD116 as clusters processed from introns of the SNURF-SNRPN host transcript. It says the portion hosting SNORD115 is expressed only in brain. The Human-Mouse shared synteny section says human non-coding RNAs in the region before IPW are expressed in a variety of cell types; it does not establish that SNORD116 expression is predominantly in brain. Page numbers are not available in our copy. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites Chamberlain and Lalande, 2010a

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The authors have not been able to find a report that SNORD115 or individual members of the SNORD115 cluster were released in plasma EV of patients with lung cancer.

    “However, we have not been able to find a report that SNORD115 or individual members of SNORD115 cluster were released in plasma EV of patients with lung cancer (Nossent et al., 2019; Steinbusch et al., 2017).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Nossent et al., 2019 source

      The Results (section 2.1) and Methods (section 4.7; page numbers unavailable) concern plasma SNORD112, SNORD113.2, SNORD113.6, and SNORD114.1 in patients with peripheral artery disease. Searches for SNORD115, extracellular vesicles, and lung cancer found no passage addressing whether a report of SNORD115 release in plasma EV exists. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites Steinbusch et al., 2017 source

      The Results and Discussion address serum snoRNAs in joint ageing and osteoarthritis, particularly SNORD116, but do not address SNORD115 in plasma extracellular vesicles from patients with lung cancer. Searches for SNORD115 and lung-cancer plasma extracellular vesicles found no passage in our copy establishing the citing authors’ statement about the absence of a report. (LLM, conf=0.75)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    We have recently reported a correlation of snoRNAs with APOE genotype in postmortem brain tissue of AD patients.

    “We have recently reported a correlation of snoRNAs with APOE genotype in postmortem brain tissue of AD patients (Fig. 4) (Lefterov et al., 2019).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Lefterov et al., 2019 source
  • May combine two claims.

    Premisecitation

    SNORD115 is expressed exclusively in brain and specifically in neurons.

    “this cluster of ncRNAs is expressed exclusively in brain and specifically in neurons (Bortolin-Cavaille and Cavaille, 2012; Cavaillé, 2017; Chamberlain, 2013; Chamberlain and Lalande, 2010b; Chung et al., 2020; Keshavarz et al., 2020; Wevrick et al., 1994).”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Bortolin-Cavaille and Cavaille, 2012 source

      In Results and Discussion (Figure 2; page unavailable), the paper detects SNORD115 in brain RNA and uses liver as a negative control. It does not establish expression exclusively in the brain. The Conclusion only speculates that production of SNORD115 derivatives may be restricted to neuronal tissues; it does not show that SNORD115 itself is expressed specifically in neurons. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
    • cites Cavaillé, 2017 source
    • cites Chamberlain, 2013 source

      The Non-coding RNAs section (page not available) says the brain-only portion of the SNURF-SNRPN transcript serves as the host for SNORD115/HBII-52, supporting brain-specific expression. It does not say that SNORD115 expression is restricted to neurons within the brain; the Conclusions instead call for comparisons of neuronal and non-neuronal RNAs. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    CSF biomarkers' clinical utility is considered appropriate only in select clinical situations.

    “currently, their clinical utility is considered appropriate only in select clinical situations – in the setting of a dementia clinic, in patients with early-onset, progressive or unexplained MCI or with comorbidities that add uncertainty to the diagnosis of AD (Shaw et al., 2018).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Shaw et al., 2018 source

      Section 8 (Implementation of these AUC; page unavailable) recommends testing by dementia experts and identifies progressive, unexplained MCI, early-onset MCI or dementia, and possible AD with diagnostic uncertainty from comorbidities as appropriate situations. But it also identifies three other appropriate indications, so the sentence's restrictive list is incomplete; the paper specifies dementia experts, not necessarily a dementia-clinic setting. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    There is evidence that malignant cells of lung cancer tissue in primary cultures and lung cancer cell lines express members of the SNORD115 cluster, in addition to many other SNORDs and SNORAs.

    “Although it has been reiterated in recent publications, (Cavaillé, 2017; Chung et al., 2020; Deogharia and Majumder, 2018), there is evidence that malignant cells of lung cancer tissue in primary cultures and lung cancer cell lines express members of SNORD115 cluster, in addition to many other SNORDs and SNORAs (Gao et al., 2014; Liao et al., 2010; Mourksi et al., 2020).”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites Gao et al., 2014 source

      Table 3 (p. E628) identifies SNORD115-32 and SNORD115-41 alongside other SNORDs and SNORAs in lung tumor tissue. The Patients and clinical specimens section describes surgically removed and frozen tissues, not primary cultures or lung cancer cell lines; the paper also does not establish expression specifically in isolated malignant cells. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites Liao et al., 2010 source

      The Results section reports expression of several SNORDs and SNORA42 in resected NSCLC tissues. It does not report SNORD115-cluster expression or experiments on primary cultures or lung cancer cell lines; the Methods section describes surgical tissue specimens and plasma samples instead. Page numbers are unavailable in our copy. (LLM, conf=0.89)

      Experimental — accuracy not yet measured
    • cites Mourksi et al., 2020 source

      Sections 4.1 and 5 report SNORA and SNORD expression in lung cancer tissue and cell lines. But section 2.3 mentions SNORD115 only as part of a locus associated with Prader–Willi syndrome; the cited passages do not establish SNORD115-cluster expression in lung cancer cells. Section 4.1 describes primary surgical specimens, not primary cultures. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    In meningioma samples, members of the SNORD115 cluster have not been identified as up-regulated, supporting their exclusive neuronal origin.

    “Interestingly, in meningioma samples – members of SNORD115 cluster have not been identified as up-regulated, supporting their exclusive neuronal origin (Jha et al., 2015; Rynkeviciene et al., 2018).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Jha et al., 2015 source
    • cites Rynkeviciene et al., 2018 source

      The Discussion (page unavailable) describes snoRNA expression in pediatric gliomas, not meningioma samples. Searches for SNORD115, meningioma up-regulation, and neuronal origin found no passage addressing the attributed claim in our copy. (LLM, conf=0.73)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Blood tests to measure Aβ peptides, total and phospho-tau have the potential for screening asymptomatic individuals and aiding diagnosis of symptomatic patients.

    “Blood test to measure Aβ peptides, total and phospho-tau are much more appropriate tools, and regardless of their own and significant challenges, they have the potential for screening asymptomatic individuals and to aid in diagnosing symptomatic patients (Ashton et al., 2021).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Ashton et al., 2021 source

      The Discussion (page not supplied) says plasma p-tau could aid diagnosis in patients with dementia and that plasma Aβ may help predict preclinical AD. But the Results, Phase 1 (page not supplied), explicitly says blood total tau is not diagnostically useful for AD, so the claim overextends that potential to total tau. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Differential expression of snoRNAs has been observed in brain of AD model mice and was associated with initial progression of amyloid depositions.

    “Differential expression of snoRNAs has been observed in brain of AD model mice and were associated with the initial progression of amyloid depositions (Gstir et al., 2014).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Gstir et al., 2014 source

      The Results and Discussion section on young 3xTG mice reports differential expression of snoRNAs e307 and e470 in cortical samples. It says these changes occurred before β-amyloid plaque formation and were no longer observed after plaques formed; it does not establish an association with the initial progression of amyloid deposition. No page number is available in our copy. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Members of SNORD115 and SNORD116 clusters have been reported upregulated in patients with multiple myeloma, chronic lymphocytic leukemia, or acute lymphoblastic leukemia.

    “Members of SNORD115 and SNORD116 clusters have been also reported upregulated in patients with multiple myeloma, chronic lymphocytic leukemia (Ronchetti et al., 2013; Ronchetti et al., 2012), or acute lymphoblastic leukemia (Vendramini et al., 2014).”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites Ronchetti et al., 2013 source

      The Results section on high-risk CLL reports higher SNORD116-18 expression in a subgroup of CLL patients, compared with a lower-expression subgroup. It does not establish that SNORD116 members are generally upregulated in CLL patients relative to healthy cells, and it does not report SNORD115 upregulation in CLL. The multiple-myeloma and acute-lymphoblastic-leukemia portions are not attributed specifically to this paper. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites Ronchetti et al., 2012 source
    • cites Vendramini et al., 2014

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingown data

    For both SNORD115 and SNORD116, there was a significant difference between AD and control samples in ddPCR absolute quantification.

    “As shown on Fig. 3 A and C, for both SNORD115 and SNORD116 there was a significant difference between AD and control samples.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In postmortem brain samples, 102 SNORD genes were identified, and 12 SNORD transcripts were differentially expressed between AD-E4+ and AD-E3/3.

    “Here, we compared transcriptomic profiles of APOE3/3 vs APOE4+ (see demographics on Table 3) and identified 102 SNORD genes (Fig. 4A, Supplementary Table 2).”
    • Also stated in: § Differentially enriched SNORDs in brain of AD patients and NC · plain
      “There were 12 SNORD transcripts differentially expressed between AD-E4+ and AD-E3/3 (Fig. 4A–B).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    For both SNORD115-32 and SNORD116-29, the calculated AUCs were poor and therefore they did not justify further testing.

    “Importantly, for both SNORDs we calculated poor AUCs and therefore they did not justify further testing.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationreasoning

    Because APOE genotype could be a factor, HDL:RNA complexes likely have an impact on the final recovery of ncRNAs processed for sequencing.

    “Because the APOE genotype could be a factor, HDL:RNA complexes likely have an impact on the final recovery of ncRNAs processed for sequencing.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The 39 samples were randomly chosen from a series collected routinely at ADRC Pittsburgh between 2015 and 2018.

    “All 39 samples – APOE3/3 and APOE 4/+ genotypes, were randomly chosen from a series collected routinely at ADRC Pittsburgh between 2015 and 2018 (Table 1).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    RNA concentrations did not differ between plasma EVs from AD patients and NC.

    “The concentration of RNA was measured within the range of 41.6–141 pg/μl (mean 73.2 pg/μl) with no difference between RNA concentrations of plasma EVs from AD patients and NC (unpaired two-sample t-test; GraphPad Prism v8.4.2).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    The enrichment of EV obtained by ultracentrifugation was confirmed by detecting four EV markers (Flotillin, HSP70, CD63, TSG101) and the lack of BiP.

    “The enrichment of EV obtained by ultracentrifugation was confirmed by detecting four different EV markers by Western blot: Flotillin, heat shock protein 70 (HSP70), the CD63 antigen and tumor susceptibility gene 101 (TSG101, a component of the ESCRT-I complex, a vesicular trafficking process regulator) (Fig. 1D) and the lack of BiP (Endoplasmic reticulum chaperone BiP).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Members of SNORD113 and SNORD114 clusters identified as differentially enriched are relatively highly expressed in liver, breast, ovary and prostate.

    “the members of SNORD113 and SNORD114 clusters identified differentially enriched in our study are relatively highly expressed in liver, breast, ovary and prostate (Dsouza et al., 2021).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Dsouza et al., 2021 source
  • May combine two claims.

    Study design and conductown data

    No difference in EV size or concentration was noticed between AD and NC groups.

    “No difference of EV size or concentration was noticed between AD and NC groups (Fig. 1B–C).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductcitation

    The clinical diagnosis of dementia used by the University of Pittsburgh ADRC has a 98% sensitivity and 88% specificity for AD.

    “it has shown a 98% sensitivity and 88% specificity for AD (Lopez et al., 2000a; Lopez et al., 2000b).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Lopez et al., 2000a

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Lopez et al., 2000b

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Each ddPCR assay included a negative control for each RT reaction and a no-template control.

    “Each assay included a negative control for each RT reaction and a no-template control according to the protocol provided by BioRad.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The results presented here point to a newly discovered association of APOE genotype, increased transcriptional activity of imprinted control regions, facilitated release of SNORDs in plasma EV and AD pathogenesis.

    “Although, the outcomes of much larger independent validation studies are difficult to predict, the results presented here point, at least, to a newly discovered association of APOE genotype, increased transcriptional activity of imprinted control regions, facilitated release of SNORDs in plasma EV and AD pathogenesis.”
    Quote in the paperSubstantial claim
    • The authors state this as an assumption: Members of SNORD115 in EV of plasma samples presented in this study come from brain.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The study was approved by the Institutional Review Board of the University of Pittsburgh.

    “The study was approved by the Institutional Review Board of the University of Pittsburgh.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    The differential expression of SNORD115 and SNORD116 genes in postmortem brains of AD patients, even without comparison to non-demented controls, is a clear indication that a genotype effect is likely to exist.

    “The differential expression of SNORD115 and SNORD116 genes in postmortem brains of AD patients, however, even though without comparing the levels to postmortem brains of NC (Fig. 4) is a clear indication that a genotype effect is likely to exist.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Current criteria for AD diagnosis require well-defined clinical phenotype and pathophysiological biomarkers consistent with AD pathology.

    “Current criteria for AD diagnosis require well-defined clinical phenotype and pathophysiological biomarkers consistent with AD pathology (Dubois et al., 2014).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Dubois et al., 2014 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The Nanosight instrument was calibrated before each batch of samples using 100 nm latex beads.

    “The instrument was calibrated before each batch of samples using 2 μL of 100 nm latex beads diluted in 1 ml of PBS.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductcitation

    The EV isolation procedure used (differential ultracentrifugation with initial low speed centrifugation and filtering) provides intermediate recovery and specificity of EV, so contamination of the pellet with vesicles smaller than 30 nm or larger than 100 nm cannot be excluded.

    “Because the differential ultracentrifugation with initial low speed centrifugation and filtering provides intermediate recovery and specificity of EV (Théry et al., 2018), we cannot exclude the small possibility of contamination of the pellet with vesicles smaller than 30 nm, neither with those larger than 100 nm.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Théry et al., 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

31 of 31
  • The authors state this as an assumption.

    Members of SNORD115 and SNORD116 clusters could be identified in EV, in RNA:proteins or RNA:HDL complexes released by malignant B or T cells.

    “it is reasonable to assume that members of SNORD115 and SNORD116 clusters could be identified in EV, in RNA:proteins or RNA: HDL complexes released by malignant B or T cells.”
  • The authors state this as an assumption.

    Members of SNORD115 in EV of plasma samples presented in this study come from brain.

    “Since none of the AD patients and NC in our groups were diagnosed with lymphoma or leukemia, we assume that members of SNORD115 in EV of plasma samples presented in this study come from brain.”
  • The paper relies on this without support.

    This is the first report that snoRNAs are differentially enriched in EV isolated from plasma of AD patients.

    “To the best of our knowledge, this is the first report that snoRNAs are differentially enriched in EV isolated from plasma of AD patients.”
  • The paper relies on this without support.

    The combined SNORD115 and SNORD116 signature outperforms any of the ncRNA signatures published so far as plasma AD diagnostic biomarkers.

    “Their combined discriminatory power – we cautionary call those “AD SNORD signature”; has a combined AUC calculated as 0.947, which is considered outstanding and, to the best of our knowledge, outperforms any of the ncRNA signatures published so far as plasma AD diagnostic biomarkers.”
  • The paper relies on this without support.

    There have not been any reports that miRNAs exclusively expressed in brain exist, nor miRNAs exclusively associated with AD, contained in and isolated from plasma EV.

    “To the best of our knowledge there have not been any reports so far that miRNAs exclusively expressed in brain exist, nor have there been miRNAs exclusively associated with AD, moreover contained in, and isolated from plasma EV.”
5 of 5

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • AD MMSE cutoff differs between Methods and Results

    Minor

    The Methods define the AD group as having an MMSE score under 27, while the Results include scores of 27 and below. The two definitions disagree about whether a score of 27 qualifies.

1 of 1

Cites

Flagged first, then by citations

3 of the 82 references couldn’t be matched to a known paper.

Research works printed but not linked: 1

  1. Keshavarz, 2020, Natural copy number differences of tandemly repeated small nucleolar RNAs in the Prader-Willi syndrome genomic region regulate individual behavioral responses in mammals, bioRxiv., 476010

Cited by

Sorted by citations

Authors
Fitz, N. F., Wang, J., Kamboh, M. I., Koldamova, R., & Lefterov, I.
Affiliations
University of Pittsburgh (US)
Corresponding author
  • Koldamova, Radosveta
  • Lefterov, Iliya
Venue
Neurobiology of Disease
Publisher
Elsevier BV
Published
2021-11
Volume
159
Pages
105481
ISSN
0969-9961 (ISSN-L)
OpenAlex
W3195414720
Cited by
49
References
82
Citations by year
2026: 10 · 2025: 10 · 2024: 14 · 2023: 6 · 2022: 8 · 2021: 1
FWCI
2.28
Type
journal article
Language
en
Open access
Locations
  • Neurobiology of Disease (publishedVersion, cc-by-nc-nd)
  • medRxiv (acceptedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion, cc-by-nc-nd)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • National Institutes of Health (AG056371, AG057565, AG066198, ES024233, 2018-AARG-590509)
  • Alzheimer's Association (AG056371, AG057565, AG066198, ES024233, 2018-AARG-590509)
  • National Forest Foundation (AG056371, AG057565, AG066198, ES024233, 2018-AARG-590509)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Extracellular vesicles in disease
  • Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
  • Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
Keywords
Alzheimer's disease, small nucleolar RNA, plasma extracellular vesicles, SNORD116, non-coding RNA, plasma biomarkers, chromosome 15q11-q13, differential enrichment, early diagnosis
MeSH terms
Extracellular Vesicles, Aged, Aged, 80 and over, Alzheimer Disease, Female, Humans, Male, Sensitivity and Specificity, Biomarkers, Case-Control Studies, RNA, Small Nucleolar

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.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-30.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-30.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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