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Functional interrogation of cellular Lp(a) uptake by genome-scale CRISPR screening
Open accessPublished version of a preprint
Abstract
BACKGROUND AND AIMS: An elevated level of lipoprotein(a), or Lp(a), in the bloodstream has been causally linked to the development of atherosclerotic cardiovascular disease and calcific aortic valve stenosis. Steady state levels of circulating lipoproteins are modulated by their rate of clearance, but the identity of the Lp(a) uptake receptor(s) has been controversial. METHODS: We performed a genome-scale CRISPR screen to functionally interrogate all potential Lp(a) uptake regulators in HuH7 cells. Screen validation was performed by single gene disruption and overexpression. Direct binding between purified lipoproteins and recombinant protein was tested using biolayer interferometry. An association between human genetic variants and circulating Lp(a) levels was analyzed in the UK Biobank cohort. RESULTS: The top positive and negative regulators of Lp(a) uptake in our screen were LDLR and MYLIP, encoding the LDL receptor and its ubiquitin ligase IDOL, respectively. We also found a significant correlation for other genes with established roles in LDLR regulation. No other gene products, including those previously proposed as Lp(a) receptors, exhibited a significant effect on Lp(a) uptake in our screen. We validated the functional influence of LDLR expression on HuH7 Lp(a) uptake, confirmed in vitro binding between the LDLR extracellular domain and purified Lp(a), and detected an association between loss-of-function LDLR variants and increased circulating Lp(a) levels in the UK Biobank cohort. CONCLUSIONS: Our findings support a central role for the LDL receptor in mediating Lp(a) uptake by hepatocytes.
Overview
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Written from the paper’s full text.
TL;DR
A genome-scale CRISPR knockout screen in HuH7 cells identifies LDLR as the top positive regulator and MYLIP/IDOL as the top negative regulator of cellular Lp(a) uptake, with no other proposed Lp(a) receptor showing a significant effect. Validation, direct binding, and UK Biobank analyses support a central role for the LDL receptor in hepatocyte Lp(a) uptake.
Key findings
- In the CRISPR screen, disruption of *LDLR* caused the most significant decrease in Lp(a) uptake and disruption of *MYLIP* caused the most significant increase; at FDR < 5%, no other genes were significant, while at FDR < 20%, 8 additional genes were identified, including *SCAP* and *MBTPS2*.
- LDLR perturbation functionally modulated HuH7 Lp(a) uptake: LDLR disruption abrogated uptake and was rescued by LDLR cDNA, while LDLR overexpression augmented uptake; LDLR-disrupted cells showed ~61% reduction in Lp(a) uptake versus ~87% reduction for LDL uptake.
- Biolayer interferometry showed concentration-dependent, LDLR-dependent binding of Lp(a) to the LDLR extracellular domain, though binding was lesser than LDL and nonsaturating; HDL showed no LDLR binding.
- In 359,090 UK Biobank individuals, 225 heterozygous carriers of 25 pathogenic LDLR alleles had 9.2% higher Lp(a) levels (p = 6.9 × 10⁻³) and 32.3% higher LDL cholesterol levels (p = 4.1 × 10⁻¹¹⁶) than noncarriers.
Methods
- Genome-scale CRISPR knockout screen using the GeCKOv2 library in HuH7 cells, with 3 independent replicates, ~60 million cells per replicate, MOI ~0.5, 14 days of editing, incubation with 20 μg/mL pHrodo iFL Red-labeled Lp(a), sorting of 10% least and greatest uptake populations, and MAGeCK analysis.
- Validation by single-gene disruption and overexpression, flow cytometry, apo(a) ELISA, immunofluorescence, and biolayer interferometry using recombinant LDLR extracellular domain and purified lipoproteins.
- UK Biobank whole-exome sequencing analysis of 359,090 individuals with serum Lp(a), including burden testing of a pre-defined set of 61 ClinVar pathogenic LDLR variants and adjustment for age, sex, ancestry, and lipid-lowering medications.
Limitations
- Stated in the paper: CRISPR knockout screens may miss essential genes, genes poorly expressed in HuH7 cells, inefficiently edited targets, cell-autonomous-only mechanisms (e.g., PCSK9), small effect sizes, and functionally redundant genes; lack of significance is not definitive evidence against a role in Lp(a) uptake.
- Stated in the paper: biolayer interferometry could not yield an exact binding affinity for Lp(a)-LDLR due to moderate/weak affinity and concentrations below the Kd, and the study cannot conclude whether direct binding is sufficient for physiologically relevant in vivo binding; LDL may outcompete Lp(a) when receptors are limited.
- Stated in the paper: UK Biobank analysis could not directly assess LPA KIV2 copy number variants, and statin usage may confound or mask Lp(a) associations; evident from the text, the findings rely on a commercial single-donor Lp(a) preparation and the HuH7 hepatoma cell model, which may not fully reflect in vivo hepatocyte biology.
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Claims the paper makes
6 of 70 cited sources checked · 3 supported · 0 flagged · accuracy not yet measured
- Study design and conductcitation
Individual cells with disrupted PCSK9 will remain sensitive to the extracellular PCSK9 secreted by neighboring cells, precluding their development of a LDLR-mediated phenotype in this study and in prior pooled CRISPR screens.
“For example, individual cells with disrupted PCSK9 will remain sensitive to the extracellular PCSK9 secreted by neighboring cells, precluding their development of a LDLR-mediated phenotype in this study and in prior pooled CRISPR screens for LDL uptake or LDLR abundance56,80,93.”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [56] Emmer, 2021, Genome-scale CRISPR screening for modifiers of cellular LDL uptake, PLoS Genet. source
The Discussion (page not provided) says that PCSK9-targeted cells remain susceptible to PCSK9 secreted by neighboring cells, preventing changes in LDLR abundance and LDL uptake in this screen. It does not establish that the same outcome occurred in the prior pooled CRISPR screens mentioned in the citing sentence. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [80] Smith, 2022, Cold shock domain-containing protein E1 is a posttranscriptional regulator of the LDL receptor, Sci. Transl. Med. source
The Results sections describe a pooled CRISPRi screen for surface LDLR abundance and state that PCSK9 acts extracellularly in LDLR regulation. They do not say that PCSK9-disrupted cells remained sensitive to PCSK9 from neighboring cells, or that this prevented an LDLR phenotype in this or prior pooled screens. (LLM, conf=0.78)
Experimental — accuracy not yet measured - cites [93] Hamilton, 2023, Systematic elucidation of genetic mechanisms underlying cholesterol uptake, Cell Genom source
- Premisecitation
A prior genome-scale CRISPR screen successfully identified regulators of cellular LDL endocytosis.
“We previously applied a genome-scale CRISPR screen to successfully identify regulators of cellular LDL endocytosis56.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [56] Emmer, 2021, Genome-scale CRISPR screening for modifiers of cellular LDL uptake, PLoS Genet. source
- Findingown data
The 8 additional genes identified at FDR < 20% included the canonical LDLR regulators SCAP and MBTPS2.
“This group included the canonical LDLR regulators SCAP and MBTPS2”
Quote in the paperNot a substantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Rests on an assumption: No prior study has systematically and unbiasedly interrogated all potential Lp(a) receptors in the same experimental context.
- Findingown data
At an FDR < 5%, no genes other than LDLR and MYLIP had a significant role in Lp(a) uptake in the screen.
“Using a stringent cutoff for screen analysis (false discovery rate, or FDR < 5%), we identified no other genes with a significant role in Lp(a) uptake.”
Quote in the paperSubstantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Rests on an assumption: No prior study has systematically and unbiasedly interrogated all potential Lp(a) receptors in the same experimental context.
- Findingown data
Overexpression of LDLR on a wild-type background significantly augmented cellular uptake of Lp(a) in HuH7 cells.
“we also found that overexpression of LDLR on a wild-type background significantly augmented cellular uptake of Lp(a)”
Quote in the paperSubstantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Findingown data
Among genes not classically associated with LDLR regulation but identified in the prior LDL uptake screen, there was a significant correlation between each gene's influence on LDL and Lp(a) uptake (r = 0.63, p < 0.001).
“Among genes not classically associated with LDLR regulation but identified in our prior analogous screen of LDL uptake, we observed a significant correlation between each gene’s influence on LDL and Lp(a) uptake (Fig 2C, r = 0.63, p < 0.001).”
Quote in the paperNot a substantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Rests on an assumption: No prior study has systematically and unbiasedly interrogated all potential Lp(a) receptors in the same experimental context.
- Findingown data
In a genome-scale CRISPR screen in HuH7 cells, disruption of LDLR conferred the most significant decrease in Lp(a) uptake.
“Analysis of gRNA enrichment across screen replicates revealed that the most significant decrease in Lp(a) uptake was conferred by disruption of LDLR while the most significant increase was conferred by disruption of the LDLR negative regulator MYLIP”
Quote in the paperSubstantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Rests on an assumption: No prior study has systematically and unbiasedly interrogated all potential Lp(a) receptors in the same experimental context.
- Findingown data
Disruption of endogenous LDLR abrogated cellular Lp(a) uptake in HuH7 cells.
“we found that disruption of endogenous LDLR abrogated cellular Lp(a) uptake”
Quote in the paperSubstantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Findingown data
The group of 8 additional genes was significantly enriched for gene-gene interactions and functional annotations related to cholesterol metabolism.
“and was significantly enriched for gene-gene interactions and functional annotations related to cholesterol metabolism”
Quote in the paperNot a substantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Rests on an assumption: No prior study has systematically and unbiasedly interrogated all potential Lp(a) receptors in the same experimental context.
- Findingown data
In the screen, no previously proposed Lp(a) receptor other than LDLR had a significant effect on Lp(a) uptake.
“In a focused analysis of specific receptors previously proposed to mediate Lp(a) uptake, we did not identify a significant effect in our screen for any aside from LDLR”
Quote in the paperSubstantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Rests on an assumption: No prior study has systematically and unbiasedly interrogated all potential Lp(a) receptors in the same experimental context.
- Findingown data
Heterologous expression of LDLR cDNA rescued Lp(a) uptake in LDLR-disrupted HuH7 cells.
“this phenotype was not due to a CRISPR off-target effect since it was rescued by heterologous expression of LDLR cDNA”
Quote in the paperSubstantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Findingown data
In the same screen, disruption of MYLIP conferred the most significant increase in Lp(a) uptake.
“Analysis of gRNA enrichment across screen replicates revealed that the most significant decrease in Lp(a) uptake was conferred by disruption of LDLR while the most significant increase was conferred by disruption of the LDLR negative regulator MYLIP”
Quote in the paperSubstantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Rests on an assumption: No prior study has systematically and unbiasedly interrogated all potential Lp(a) receptors in the same experimental context.
- Findingown data
At an FDR < 20%, disruption of 8 additional genes was associated with decreased Lp(a) uptake.
“Using a more liberal significance threshold (FDR < 20%), we identified another 8 genes whose disruption was associated with decreased Lp(a) uptake.”
Quote in the paperNot a substantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Rests on an assumption: No prior study has systematically and unbiasedly interrogated all potential Lp(a) receptors in the same experimental context.
- Findingown data
We found increased rates of statin usage among pathogenic LDLR allele carriers.
“Statin usage has been associated with increased circulating Lp(a) levels and we did find increased rates of this medication among pathogenic LDLR allele carriers.”
Quote in the paperNot a substantial claim - Findingown data
The association between Lp(a) levels and LDLR genotype remained statistically significant after sensitivity analysis using different magnitudes of statin adjustment.
“the association between Lp(a) levels and LDLR genotype remained statistically significant after conservatively adjusting for statin effects based on the boundaries of the 95% confidence interval for their effect size in a recent meta-analysis of 5256 individuals19”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [19] Tsimikas, 2020, Statin therapy increases lipoprotein(a) levels, Eur. Heart J. source
- Findingown data
Analyzing the same cohort, we report an association between rare pathogenic LDLR alleles and increased Lp(a) levels.
“Analyzing the same cohort, we now report an association between rare pathogenic LDLR alleles and increased Lp(a) levels, both by an aggregate analysis of 25 expert-curated pathogenic alleles with the highest level of evidence and by single variant analysis of a broader set of LDLR alleles.”
Quote in the paperSubstantial claim - Findingown data
Coincubation with purified LDL competitively inhibited the uptake of fluorescent Lp(a) by HuH7 cells.
“we found that coincubation with purified LDL competitively inhibited the uptake of fluorescent Lp(a) by HuH7 cells”
Quote in the paperSubstantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Findingown data
Lp(a) directly binds to the LDLR extracellular domain, as shown by a concentration-dependent and LDLR-dependent shift in refracted light in biolayer interferometry.
“Lp(a) similarly exhibited a concentration-dependent and LDLR-dependent shift in refracted light, albeit of lesser magnitude than that observed for LDL”
Quote in the paperSubstantial claim- Rests on an assumption: The single-donor commercial Lp(a) preparation is representative of circulating Lp(a) for receptor binding and cellular uptake.
- Findingown data
The amount of Lp(a) binding at the time points and concentrations tested was qualitatively less than LDL binding.
“The amount of Lp(a) binding at the time points and concentrations we tested, however, was qualitatively less than we observed for LDL binding and did not saturate.”
Quote in the paperNot a substantial claim - Findingown data
In the UK Biobank cohort, carriers of pathogenic LDLR alleles had significantly greater LDL cholesterol levels than noncarriers (32.3% increase, p = 4.1 x 10−116).
“carriers of LDLR pathogenic alleles were found to have LDL cholesterol levels that were significantly greater than noncarriers (32.3% increase, p = 4.1 x 10−116, Fig 5A and Supplemental Table 4).”
Quote in the paperNot a substantial claim - Findingown data
Our screen results indicate a primary role for the LDL receptor in mediating cellular Lp(a) uptake under these conditions.
“Overall, our screen results indicate a primary role for the LDL receptor in mediating cellular Lp(a) uptake under these conditions, with LDLR and its negative regulator MYLIP representing the top hits influencing Lp(a) uptake and no other potential receptor demonstrating a significant effect.”
Quote in the paperSubstantial claim - Findingown data
Transduction with empty lentiviral vector alone had no significant effect on Lp(a) uptake.
“while transduction with empty lentiviral vector alone had no significant effect”
Quote in the paperSubstantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Findingown data
In the UK Biobank cohort, carriers of pathogenic LDLR alleles had significantly higher Lp(a) levels than noncarriers (9.2% increase, p = 6.9 x 10−3).
“pathogenic LDLR allele carriers exhibited significantly higher Lp(a) levels than noncarriers, though with a smaller magnitude of increase (9.2% increase, p = 6.9 x 10−3, Fig 5B and Supplemental Table 4).”
Quote in the paperSubstantial claim - Findingown data
We found evidence of direct binding between Lp(a) and the LDLR extracellular domain.
“In addition to the functional data supporting a role for LDLR in Lp(a) uptake, we also found evidence of direct binding between Lp(a) and the LDLR extracellular domain.”
Quote in the paperSubstantial claim - Findingown data
The association between LDLR genotype and Lp(a) levels remained significant after accounting for the rs10455872 genotype.
“We found the association between LDLR genotype and Lp(a) levels remained significant after accounting for the rs10455872 genotype that tags a narrower range of LPA alleles10, but we could not directly assess LPA KIV2 copy number variants in the UKBB cohort to assess for a difference between groups.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [10] Clarke, 2009, Genetic variants associated with Lp(a) lipoprotein level and coronary disease, N. Engl. J. Med. source
- Findingown data
There was no significant increase in Lp(a) levels for carriers of LDLR variants lacking a functional annotation or annotated with uncertain significance or conflicting interpretations of pathogenicity.
“There was no significant increase in Lp(a) levels for carriers of LDLR variants lacking a functional annotation or annotated with “uncertain significance” or “conflicting interpretations of pathogenicity””
Quote in the paperSubstantial claim - Findingown data
No other potential receptor demonstrated a significant effect on Lp(a) uptake in our screen.
“Overall, our screen results indicate a primary role for the LDL receptor in mediating cellular Lp(a) uptake under these conditions, with LDLR and its negative regulator MYLIP representing the top hits influencing Lp(a) uptake and no other potential receptor demonstrating a significant effect.”
Quote in the paperSubstantial claim - Findingown data
LDLR and its negative regulator MYLIP represent the top hits influencing Lp(a) uptake in our screen.
“Overall, our screen results indicate a primary role for the LDL receptor in mediating cellular Lp(a) uptake under these conditions, with LDLR and its negative regulator MYLIP representing the top hits influencing Lp(a) uptake and no other potential receptor demonstrating a significant effect.”
Quote in the paperSubstantial claim - Findingown data
Among LDLR variants with different functional annotations, pathogenic or likely pathogenic alleles were associated with significantly increased Lp(a) levels relative to benign or likely benign alleles (p < 0.001).
“those annotated as “Pathogenic” or “Likely Pathogenic” were associated with significantly increased Lp(a) levels (Fig 5C, p = 0<0.001).”
Quote in the paperSubstantial claim - Findingown data
Lp(a) binding did not saturate at the time points and concentrations tested.
“The amount of Lp(a) binding at the time points and concentrations we tested, however, was qualitatively less than we observed for LDL binding and did not saturate.”
Quote in the paperNot a substantial claim - Findingcitation
The association between pathogenic LDLR alleles and Lp(a) remained significant after adjusting Lp(a) levels for statin usage across the entire 95% confidence interval for this effect.
“However, the association between these alleles and Lp(a) remained significant after adjusting Lp(a) levels for statin usage across the entire 95% confidence interval for this effect19.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [19] Tsimikas, 2020, Statin therapy increases lipoprotein(a) levels, Eur. Heart J. source
- Findingown data
We report the first forward genetic screen in human cells for cellular regulators of Lp(a) uptake.
“In this context, we now report the first forward genetic screen in human cells for cellular regulators of Lp(a) uptake, controlling for technical differences by functionally testing all potential Lp(a) receptors simultaneously.”
Quote in the paperSubstantial claim- Rests on an assumption: The CRISPR screen functionally tested all potential Lp(a) receptors simultaneously.
- Findingown data
Among single LDLR variants, there was a significant correlation (r = 0.43, p < 0.001) between the change in associated LDL and Lp(a) levels.
“Among these single variants, there was a significant correlation (r = 0.43, p <0.001) between the change in associated LDL and Lp(a) levels”
Quote in the paperSubstantial claim - Interpretationown data
The abrogation of Lp(a) uptake by LDLR disruption was not due to a CRISPR off-target effect.
“this phenotype was not due to a CRISPR off-target effect since it was rescued by heterologous expression of LDLR cDNA”
Quote in the paperSubstantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Study design and conductreasoning
Pooled CRISPR screens are only able to identify gene perturbations that lead to a phenotype through a cell autonomous mechanism.
“Fourth, pooled CRISPR screens are only able to identify gene perturbations that lead to a phenotype through a cell autonomous mechanism.”
Quote in the paperNot a substantial claim - Premisecitation
PCSK9 inhibitors have been found to significantly lower Lp(a).
“Paradoxically, while PCSK9 inhibitors (which upregulate LDLR) have been found to significantly lower Lp(a), statins (which also upregulate LDLR by a different mechanism) do not86.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [86] Enkhmaa, 2019, Statins and Lp(a): the plot thickens, Atherosclerosis source
- Premisecitation
Prior human genetic studies on the association between LDLR alleles and Lp(a) levels have produced conflicting results.
“Prior human genetic studies on the association between LDLR alleles and Lp(a) levels have also produced conflicting results.”
Quote in the paperNot a substantial claim - Premisecitation
Multiple studies of LDLR in cells, animal models, and humans have provided inconsistent or conflicting results.
“Multiple studies of the LDL receptor (LDLR) in cells27-34, animal models25,32,35,36, and humans10,28,37-48 have provided inconsistent or conflicting results.”
Quote in the paperSubstantial claim0 of 10 sources checked- cites [27] Floren, 1981, Uptake of Lp (a) lipoprotein by cultured fibroblasts, Biochem. Biophys. Res. Commun. source
- cites [28] Krempler, 1983, Studies on the role of specific cell surface receptors in the removal of lipoprotein (a) in man, J. Clin. Investig. source
- cites [29] Tam, 1996, Interaction of a recombinant form of apolipoprotein[a] with human fibroblasts and with the human hepatoma cell line HepG2, J. Lipid Res. source
- cites [30] Romagnuolo, 2015, Lipoprotein(a) catabolism is regulated by proprotein convertase subtilisin/kexin type 9 through the low density lipoprotein receptor, J. Biol. Chem. source
- cites [31] Reblin, 1997, Cellular uptake of lipoprotein[a] by mouse embryonic fibroblasts via the LDL receptor and the LDL receptor-related protein, J. Lipid Res. source
- cites [32] Chemello, 2020, Lipoprotein(a) cellular uptake ex vivo and hepatic capture in vivo is insensitive to PCSK9 inhibition with alirocumab, JACC Basic Transl Sci source
- cites [33] Sharma, 2017, Recycling of apolipoprotein(a) after PlgRKT-mediated endocytosis of lipoprotein(a), Circ. Res. source
- cites [34] Villard, 2016, PCSK9 modulates the secretion but not the cellular uptake of lipoprotein(a) ex vivo: an effect blunted by alirocumab, JACC Basic Transl Sci source
- cites [25] Cain, 2005, Lipoprotein [a] is cleared from the plasma primarily by the liver in a process mediated by apolipoprotein [a], J. Lipid Res. source
- cites [35] Hofmann, 1990, Overexpression of human low density lipoprotein receptors leads to accelerated catabolism of Lp(a) lipoprotein in transgenic mice, J. Clin. Investig. source
- Premisecitation
The prior CRISPR screen detected expected genes encoding the LDL receptor and its canonical transcriptional and posttranscriptional regulators.
“We readily detected expected genes encoding the LDL receptor and its canonical transcriptional and posttranscriptional regulators.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [56] Emmer, 2021, Genome-scale CRISPR screening for modifiers of cellular LDL uptake, PLoS Genet. source
- Premisecitation
Studies of mice catabolism of exogenous human Lp(a) have yielded mixed results, with some demonstrating LDLR-dependent and some LDLR-independent clearance.
“Although mice do not produce endogenous Lp(a), studies of their catabolism of exogenous human Lp(a) have also yielded mixed results, with some demonstrating LDLR-dependent35,36 and some LDLR-independent25,32 clearance.”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [35] Hofmann, 1990, Overexpression of human low density lipoprotein receptors leads to accelerated catabolism of Lp(a) lipoprotein in transgenic mice, J. Clin. Investig. source
- cites [36] Roubtsova, 2023, Surface LDLR is a major receptor for lipoprotein(a) clearance in male mice lacking PCSK9, Biochim. Biophys. Acta Mol. Cell Biol. Lipids source
- cites [25] Cain, 2005, Lipoprotein [a] is cleared from the plasma primarily by the liver in a process mediated by apolipoprotein [a], J. Lipid Res. source
- cites [32] Chemello, 2020, Lipoprotein(a) cellular uptake ex vivo and hepatic capture in vivo is insensitive to PCSK9 inhibition with alirocumab, JACC Basic Transl Sci source
- Study design and conductreasoning
A gene knockout screen such as ours may not detect an effect for essential genes, as cells harboring gRNAs targeting these genes are expected to become progressively depleted in pooled cultures prior to selection.
“First, a gene knockout screen such as ours may not detect an effect for essential genes, as cells harboring gRNAs targeting these genes are expected to become progressively depleted in pooled cultures prior to selection.”
Quote in the paperNot a substantial claim - Interpretationown data
The findings support a central role for the LDL receptor in mediating Lp(a) uptake by hepatocytes.
“Our findings support a central role for the LDL receptor in mediating Lp(a) uptake by hepatocytes.”
Quote in the paperSubstantial claim- Rests on an assumption: HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
- Rests on an assumption: The single-donor commercial Lp(a) preparation is representative of circulating Lp(a) for receptor binding and cellular uptake.
- Rests on an assumption: No prior study has systematically and unbiasedly interrogated all potential Lp(a) receptors in the same experimental context.
- Interpretationown data
Our screen findings together with our subsequent validation testing, in vitro binding studies, and human genetic analysis all lend support to the central importance of LDLR in mediating Lp(a) uptake by hepatocytes.
“These caveats notwithstanding, our screen findings together with our subsequent validation testing, in vitro binding studies, and human genetic analysis all lend support to the central importance of LDLR in mediating Lp(a) uptake by hepatocytes.”
Quote in the paperSubstantial claim - Premisecitation
Statins do not significantly lower Lp(a).
“Paradoxically, while PCSK9 inhibitors (which upregulate LDLR) have been found to significantly lower Lp(a), statins (which also upregulate LDLR by a different mechanism) do not86.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [86] Enkhmaa, 2019, Statins and Lp(a): the plot thickens, Atherosclerosis source
- Premisecitation
A quantitative proteomic assessment of HepG2 cells did not find detectable apo(a) expression in this cell line.
“Although a quantitative proteomic assessment of HepG2 cells did not find detectable apo(a) expression in this cell line91, if it is true that statin levels increase LPA mRNA expression in vivo, it is possible that this concurrent Lp(a)-increasing effect of statins may offset and mask any Lp(a)-lowering resulting from increased LDLR-mediated clearance.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [91] Wisniewski, 2016, In-depth quantitative analysis and comparison of the human hepatocyte and hepatoma cell line HepG2 proteomes, J. Proteonomics source
- Premisecitation
HuH7 cells have been shown to serve as excellent models for lipoprotein uptake by hepatocytes.
“Second, although HuH7 cells have been shown to serve as excellent models for lipoprotein uptake by hepatocytes92, the expression of any single gene may vary from its in vivo state in hepatocytes, potentially leading to a false negative result if a putative Lp(a) receptor is poorly expressed.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [92] Blattmann, 2017, Systems pharmacology dissection of cholesterol regulation reveals determinants of large pharmacodynamic variability between cell lines, Cell Syst source
- Study design and conductcitation
The screen used the genome-wide GeCKOv2 CRISPR knockout library.
“we next scaled our cellular Lp(a) uptake assay to query the same GeCKOv2 genome-wide CRISPR knockout library59 we tested in our prior screen of LDL uptake56”
Quote in the paperSubstantial claim0 of 2 sources checked - Study design and conductown data
Validation testing used native, unlabeled Lp(a) preparations to exclude the possibility that the fluorescent label mediated the interaction between Lp(a) and LDLR.
“To exclude the possibility of the fluorescent label mediating the interaction between Lp(a) and LDLR, we performed validation testing with native, unlabeled Lp(a) preparations.”
Quote in the paperSubstantial claim - Premisereasoning
The molecular basis of Lp(a) clearance remains poorly understood.
“The molecular basis of Lp(a) clearance, however, remains poorly understood.”
Quote in the paperSubstantial claim - Premisecitation
Multiple genome-wide association studies did not find an association between Lp(a) levels and common variants at the LDLR locus.
“Multiple genome-wide association studies (GWAS) did not find an association between Lp(a) levels and common variants at the LDLR locus10,46,47, but a recent GWAS of 371,212 individuals in the UK Biobank did48.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [10] Clarke, 2009, Genetic variants associated with Lp(a) lipoprotein level and coronary disease, N. Engl. J. Med. source
- cites [46] Zekavat, 2018, Deep coverage whole genome sequences and plasma lipoprotein(a) in individuals of European and African ancestries, Nat. Commun. source
- cites [47] Mack, 2017, A genome-wide association meta-analysis on lipoprotein (a) concentrations adjusted for apolipoprotein (a) isoforms, J. Lipid Res. source
- Study design and conductreasoning
We cannot conclude whether the Lp(a)-LDLR interaction is sufficient for physiologically relevant binding in vivo.
“Although our findings indicate direct binding between Lp(a) and LDLR in vitro, we cannot conclude whether this interaction is sufficient for physiologically relevant binding in vivo or if cooperative interactions with other molecules at the cell surface might have a role in increasing the affinity of Lp(a)-LDLR binding.”
Quote in the paperSubstantial claim - Study design and conductreasoning
Stochastic variation in gRNA efficiency may lead to inefficient editing for a given target that could cause a false negative result.
“Third, although the GECKOv2 library is optimized for activity and tests multiple gRNAs per target gene, stochastic variation in gRNA efficiency may lead to inefficient editing for a given target that could similarly cause a false negative result.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
In validation experiments, Lp(a) uptake was measured with an apo(a)-specific ELISA to avoid false-positive dependence on LDLR from contaminating LDL.
“Because of the potential for contaminating LDL in Lp(a) preparations to confer a false positive dependence on LDLR, in our validation experiments we measured Lp(a) uptake with a secondary method of detection that was specific for Lp(a) (an ELISA for the apo(a) component of Lp(a) that is absent in LDL particles).”
Quote in the paperSubstantial claim
- It may state two separate claims as one. 9
- Probably not a substantial claim. 26
- The quote only partly states this claim. 1
It may state two separate claims as one.
Interpretationown dataThe smaller genetic effect on Lp(a) is consistent with our lipoprotein uptake studies and in vitro binding studies.
“This finding is consistent with our lipoprotein uptake studies that revealed a less pronounced defect in LDLR-disrupted cells for Lp(a) uptake (~61% reduction) compared to LDL uptake (~87% reduction56), and with our in vitro binding studies showing a reduced affinity for LDLR binding to Lp(a) relative to LDL.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [56] Emmer, 2021, Genome-scale CRISPR screening for modifiers of cellular LDL uptake, PLoS Genet. source
It may state two separate claims as one.
PremisecitationThe prior CRISPR screen detected novel regulators of LDL uptake that were reproducible across independent replicates and during follow-up testing.
“We also detected novel regulators of LDL uptake that were reproducible across independent replicates and during follow up testing56,57.”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [56] Emmer, 2021, Genome-scale CRISPR screening for modifiers of cellular LDL uptake, PLoS Genet. source
- cites [57] Khan, 2022, The small GTPase RAB10 regulates endosomal recycling of the LDL receptor and transferrin receptor in hepatocytes, J. Lipid Res. source
The Abstract and Discussion report that a prior CRISPR screen identified RAB10 and other modifiers of LDL uptake. The Results section, “RAB10 regulates the cellular uptake of LDL and transferrin,” reports follow-up experiments confirming RAB10’s effect, with independent biological replicates shown in Fig. 1. Our copy does not establish that the screen’s novel regulators generally were reproducible across independent screen replicates and follow-up tests. (LLM, conf=0.84)
Experimental — accuracy not yet measured
It may state two separate claims as one.
Findingown dataThe magnitude of the effect of LDLR genotypes on Lp(a) levels was notably smaller than that observed for LDL levels, with Lp(a) increased by ~9% and LDL by ~32% among pathogenic LDLR allele carriers.
“While we did find a significant association between LDLR genotypes and Lp(a) levels, the magnitude of this effect was notably smaller than that observed for LDL levels, with the former increased by ~9% and the latter ~32% among pathogenic LDLR allele carriers.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataLDL showed concentration-dependent binding to LDLR-immobilized sensors but not to control sensors, while HDL showed no evidence of LDLR binding.
“we observed a concentration-dependent shift in refracted light for LDL with LDLR-immobilized sensors but not with control streptavidin-coated sensors alone, while parallel reactions with HDL revealed no evidence of LDLR binding”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataThe association between pathogenic LDLR alleles and higher Lp(a) levels was statistically significant and of comparable effect size across raw or adjusted Lp(a) levels, untransformed or rank-based inverse-normalized values, all ancestries or Europeans only, and with or without adjustment for rs10455872.
“This relative increase in Lp(a) levels was statistically significant and of a comparable effect size whether analyzing raw or adjusted Lp(a) levels, untransformed or rank-based inverse-normalized values, all ancestries in the cohort or Europeans only, or with or without adjustment for genotype at the rs10455872 SNP”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationOther studies of individuals with Familial Hypercholesterolemia have not reported an increase in Lp(a) levels.
“Some studies of individuals with Familial Hypercholesterolemia (FH) have reported an increase in Lp(a) levels40-42, but others have not43-45 and suggested that the former may have been confounded by diagnostic ascertainment bias and/or unequal distributions of LPA risk alleles between FH and non-FH populations44,45.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [43] Carmena, 1996, Lp(a) levels and atherosclerotic vascular disease in a sample of patients with familial hypercholesterolemia sharing the same gene defect, Arterioscler. Thromb. Vasc. Biol. source
- cites [44] Trinder, 2020, Ascertainment bias in the association between elevated lipoprotein(a) and familial hypercholesterolemia, J. Am. Coll. Cardiol. source
- cites [45] Langsted, 2016, High lipoprotein(a) as a possible cause of clinical familial hypercholesterolaemia: a prospective cohort study, Lancet Diabetes Endocrinol. source
Probably not a substantial claim.
Study design and conductown dataThe UK Biobank analysis controlled for age, age2, sex, and the first 10 genetic principal components.
“Analysis was performed controlling for age (Datafield 21003), age2, sex (Datafield 22001), and the first 10 genetic principal components (Datafield 22009).”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductreasoningLoss-of-function CRISPR screens have limited ability to detect functionally redundant genes.
“Finally, loss-of-function CRISPR screens have limited ability to detect functionally redundant genes.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Study design and conductreasoningThe expression of any single gene may vary from its in vivo state in hepatocytes, potentially leading to a false negative result if a putative Lp(a) receptor is poorly expressed.
“Second, although HuH7 cells have been shown to serve as excellent models for lipoprotein uptake by hepatocytes92, the expression of any single gene may vary from its in vivo state in hepatocytes, potentially leading to a false negative result if a putative Lp(a) receptor is poorly expressed.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationA recent GWAS of 371,212 individuals in the UK Biobank did find an association between Lp(a) levels and common variants at the LDLR locus.
“Multiple genome-wide association studies (GWAS) did not find an association between Lp(a) levels and common variants at the LDLR locus10,46,47, but a recent GWAS of 371,212 individuals in the UK Biobank did48.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [48] Said, 2021, Genome-wide association study and identification of a protective missense variant on lipoprotein(a) concentration: protective missense variant on lipoprotein(a) concentration-brief report, Arterioscler. Thromb. Vasc. Biol. source
Probably not a substantial claim.
PremisecitationA recent study found that statin treatment caused a significant increase in LPA expression in HepG2 cells.
“Intriguingly, a recent study also found that statin treatment caused a significant increase in LPA expression in HepG2 cells19.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [19] Tsimikas, 2020, Statin therapy increases lipoprotein(a) levels, Eur. Heart J. source
Probably not a substantial claim.
Study design and conductnone givenCells were maintained at a minimum of ~30 million cells, representing >200X library coverage, throughout the screen.
“Cells were passaged every 2-3 days to maintain logarithmic phase growth with a minimum of ~30 million cells, representing >200X library coverage, at all times.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.
Interpretationnone givenThe basis for the inconsistent findings on LDLR and Lp(a) remains unclear but may be related to differences in experimental design, including methods of Lp(a) purification and measurement.
“The basis for these inconsistent findings, both in relation to each other and to our findings, remains unclear but may be related to differences in experimental design, including methods of Lp(a) purification and measurement.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The quote only partly states this claim.
Study design and conductown dataWe analyzed for potential confounding variables that might drive the association between LDLR genotype and Lp(a) levels.
“We analyzed for potential confounding variables that might drive this association.”
Quote in the paperSubstantial claimProbably not a substantial claim.
Study design and conductcitationThe UK Biobank analysis used a pre-defined set of 61 ClinVar variants annotated as pathogenic based on ClinGen Familial Hypercholesterolemia Variant Curation Expert Panel consensus guidelines.
“Burden testing was performed using a pre-defined set of 61 variants annotated in ClinVar73 (accession SCV004022429.1) as pathogenic based on Clinical Genome Resource (ClinGen) Familial Hypercholesterolemia Variant Curation Expert Panel consensus guidelines74.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [73] Landrum, 2014, ClinVar: public archive of relationships among sequence variation and human phenotype, Nucleic Acids Res. source
- cites [74] Chora, 2022, The clinical genome Resource (ClinGen) familial hypercholesterolemia variant curation expert panel consensus guidelines for LDLR variant classification, Genet. Med. source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationMultiple studies in cells have provided support for an interaction between Lp(a) and LDLR.
“Indeed, multiple studies in cells have provided support for an interaction between Lp(a) and LDLR27-30.”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [27] Floren, 1981, Uptake of Lp (a) lipoprotein by cultured fibroblasts, Biochem. Biophys. Res. Commun. source
- cites [28] Krempler, 1983, Studies on the role of specific cell surface receptors in the removal of lipoprotein (a) in man, J. Clin. Investig. source
- cites [29] Tam, 1996, Interaction of a recombinant form of apolipoprotein[a] with human fibroblasts and with the human hepatoma cell line HepG2, J. Lipid Res. source
- cites [30] Romagnuolo, 2015, Lipoprotein(a) catabolism is regulated by proprotein convertase subtilisin/kexin type 9 through the low density lipoprotein receptor, J. Biol. Chem. source
Probably not a substantial claim.
PremisecitationOther studies have found no influence of LDLR on cellular Lp(a) binding or uptake in vitro.
“However, other studies have found no influence of LDLR on cellular Lp(a) binding or uptake in vitro31-34.”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [31] Reblin, 1997, Cellular uptake of lipoprotein[a] by mouse embryonic fibroblasts via the LDL receptor and the LDL receptor-related protein, J. Lipid Res. source
- cites [32] Chemello, 2020, Lipoprotein(a) cellular uptake ex vivo and hepatic capture in vivo is insensitive to PCSK9 inhibition with alirocumab, JACC Basic Transl Sci source
- cites [33] Sharma, 2017, Recycling of apolipoprotein(a) after PlgRKT-mediated endocytosis of lipoprotein(a), Circ. Res. source
- cites [34] Villard, 2016, PCSK9 modulates the secretion but not the cellular uptake of lipoprotein(a) ex vivo: an effect blunted by alirocumab, JACC Basic Transl Sci source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationOther studies have demonstrated reduced Lp(a) cellular binding relative to LDL for primary human hepatocytes, HepG2, and Hep3B cells.
“Other studies have also demonstrated reduced Lp(a) cellular binding relative to LDL for primary human hepatocytes, HepG2, and Hep3B cells82,83, with the caveat that each study varied in its particular experimental conditions.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [82] Kostner, 1993, Interaction of Lp(a) and of apo(a) with liver cells, Arterioscler. Thromb. source
- cites [83] Snyder, 1994, Binding and degradation of lipoprotein(a) and LDL by primary cultures of human hepatocytes. Comparison with cultured human monocyte-macrophages and fibroblasts, Arterioscler. Thromb. source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductown dataThe UK Biobank analysis included a parallel analysis with adjustment for genotype at rs10455872.
“A parallel analysis was also conducted that included genotype at the rs10455872 SNP as a covariate.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductreasoningWe cannot conclude whether cooperative interactions with other molecules at the cell surface might have a role in increasing the affinity of Lp(a)-LDLR binding.
“Although our findings indicate direct binding between Lp(a) and LDLR in vitro, we cannot conclude whether this interaction is sufficient for physiologically relevant binding in vivo or if cooperative interactions with other molecules at the cell surface might have a role in increasing the affinity of Lp(a)-LDLR binding.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationSome studies of individuals with Familial Hypercholesterolemia have reported an increase in Lp(a) levels.
“Some studies of individuals with Familial Hypercholesterolemia (FH) have reported an increase in Lp(a) levels40-42, but others have not43-45 and suggested that the former may have been confounded by diagnostic ascertainment bias and/or unequal distributions of LPA risk alleles between FH and non-FH populations44,45.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [40] Lingenhel, 1998, Concentrations of the atherogenic Lp(a) are elevated in FH, Eur. J. Hum. Genet. source
- cites [41] Alonso, 2014, Lipoprotein(a) levels in familial hypercholesterolemia: an important predictor of cardiovascular disease independent of the type of LDL receptor mutation, J. Am. Coll. Cardiol. source
- cites [42] Kraft, 2000, Lipoprotein(a) in homozygous familial hypercholesterolemia, Arterioscler. Thromb. Vasc. Biol. source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationSeveral other candidate Lp(a) receptors have been proposed, including other lipoprotein receptors, toll-like receptors, scavenger receptors, lectins, and plasminogen receptors.
“Over time, several other candidate Lp(a) receptors have been proposed, including other lipoprotein receptors49,50, toll-like receptors51, scavenger receptors52,53, lectins26,54, and plasminogen receptors29,33.”
Quote in the paperNot a substantial claim0 of 5 sources checked- cites [49] Argraves, 1997, The atherogenic lipoprotein Lp(a) is internalized and degraded in a process mediated by the VLDL receptor, J. Clin. Investig. source
- cites [50] Marz, 1993, Heterogeneous lipoprotein (a) size isoforms differ by their interaction with the low density lipoprotein receptor and the low density lipoprotein receptor-related protein/alpha 2-macroglobulin receptor, FEBS Lett. source
- cites [51] Seimon, 2010, Atherogenic lipids and lipoproteins trigger CD36-TLR2-dependent apoptosis in macrophages undergoing endoplasmic reticulum stress, Cell Metab. source
- cites [52] Yang, 2013, Scavenger receptor-BI is a receptor for lipoprotein(a), J. Lipid Res. source
- cites [53] Sharma, 2015, Lipoprotein (a) upregulates ABCA1 in liver cells via scavenger receptor-B1 through its oxidized phospholipids, J. Lipid Res. source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationOne study in humans found a defect in Lp(a) catabolism for patients with Familial Hypercholesterolemia.
“Likewise, while one study in humans found a defect in Lp(a) catabolism for patients with Familial Hypercholesterolemia (characterized by a defect in LDLR-mediated LDL uptake)28, other studies did not37-39.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Krempler, 1983, Studies on the role of specific cell surface receptors in the removal of lipoprotein (a) in man, J. Clin. Investig. source
It may state two separate claims as one.
PremisecitationSteady state levels of circulating Lp(a) depend on its rate of clearance, which occurs primarily in the liver.
“The steady state level of circulating Lp(a) also depends on its rate of clearance, which occurs primarily in the liver25,26.”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductcitationWe were unable to calculate an exact binding affinity for the interaction between Lp(a) and LDLR.
“We were unable to calculate an exact binding affinity for the interaction between Lp(a) and LDLR, a known limitation of BLI for moderate to weak affinity interactions and analyte concentrations below the Kd84.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [84] Jug, 2024, Biolayer interferometry and its applications in drug discovery and development, TrAC, Trends Anal. Chem. source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationOther studies in humans did not find a defect in Lp(a) catabolism for patients with Familial Hypercholesterolemia.
“other studies did not37-39.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [37] Rader, 1995, The low density lipoprotein receptor is not required for normal catabolism of Lp(a) in humans, J. Clin. Investig. source
- cites [38] Knight, 1991, Catabolism of lipoprotein(a) in familial hypercholesterolaemic subjects, Atherosclerosis source
- cites [39] Knight, 1994, Lp(a) catabolism in hypercholesterolaemic individuals, Chem. Phys. Lipids source
Probably not a substantial claim. It may state two separate claims as one.
Study design and conductown dataThe UK Biobank analysis adjusted lipoprotein levels for lipid-lowering medication use and controlled for age, sex, and ancestry.
“We adjusted lipoprotein levels for the use of lipid-lowering medications and controlled for age, sex, and ancestry (Supplemental Table 3).”
Quote in the paperSubstantial claimProbably not a substantial claim.
Study design and conductown dataThe CRISPR screen was performed in 3 independent biological replicates.
“For each of 3 independent biologic replicates, we transduced ~60 million HuH7 cells at multiplicity of infection (MOI) ~0.5”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductnone givenWe could not directly assess LPA KIV2 copy number variants in the UKBB cohort to assess for a difference between groups.
“We found the association between LDLR genotype and Lp(a) levels remained significant after accounting for the rs10455872 genotype that tags a narrower range of LPA alleles10, but we could not directly assess LPA KIV2 copy number variants in the UKBB cohort to assess for a difference between groups.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationAnother study reported that statin usage may decrease rather than increase Lp(a) levels among FH patients.
“Intriguingly, another study reported that statin usage may decrease rather than increase Lp(a) levels among FH patients85.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [85] van Wissen, 2003, Long term statin treatment reduces lipoprotein(a) concentrations in heterozygous familial hypercholesterolaemia, Heart source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductcitationThe UK Biobank analysis accounted for genetic relatedness using array genotypes.
“Genetic relatedness was accounted for using array genotypes70.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [70] Mbatchou, 2021, Computationally efficient whole-genome regression for quantitative and binary traits, Nat. Genet. source
Probably not a substantial claim.
PremisecitationIt has been proposed that multiple receptors may contribute to Lp(a) clearance.
“It has also been proposed that multiple receptors may contribute to Lp(a) clearance55.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [55] McCormick, 2019, Lipoprotein(a) catabolism: a case of multiple receptors, Pathology source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationStatin usage has been associated with increased circulating Lp(a) levels.
“Statin usage has been associated with increased circulating Lp(a) levels and we did find increased rates of this medication among pathogenic LDLR allele carriers.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [19] Tsimikas, 2020, Statin therapy increases lipoprotein(a) levels, Eur. Heart J. source
The paper relies on this without support.
HuH7 cells are a valid model of hepatocytes for Lp(a) uptake.
“We performed a genome-scale CRISPR screen to functionally interrogate all potential Lp(a) uptake regulators in HuH7 cells.”
The paper relies on this without support.
The single-donor commercial Lp(a) preparation is representative of circulating Lp(a) for receptor binding and cellular uptake.
“We obtained Lp(a) from a commercial supplier that had been purified from single donor human plasma by ultracentrifugation and size exclusion chromatography and verified to lack detectable contaminating lipoproteins by agarose gel electrophoresis and total cholesterol staining.”
The paper relies on this without support.
No prior study has systematically and unbiasedly interrogated all potential Lp(a) receptors in the same experimental context.
“To date, no study has reported a systematic and unbiased functional interrogation of all potential Lp(a) receptors in the same experimental context.”
The paper relies on this without support.
Lp(a) contains an LDL-like moiety with apolipoprotein B that can bind LDLR.
“Lp(a) is comprised of an LDL-like moiety which includes the LDLR ligand apolipoprotein B covalently bound to a single apo(a) molecule via disulfide linkage.”
The paper relies on this without support.
The CRISPR screen functionally tested all potential Lp(a) receptors simultaneously.
“controlling for technical differences by functionally testing all potential Lp(a) receptors simultaneously.”
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Flagged first, then by citations
Research works printed but not linked: 1
- Reyes-Soffer, 2021, Lipoprotein(a): a genetically determined, causal, and prevalent risk factor for atherosclerotic cardiovascular disease: a scientific statement from the American heart association, Arterioscler. Thromb. Vasc. Biol.
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Systematic interrogation of functional genes underlying cholesterol and lipid homeostasis
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Lipoprotein(a) in familial hypercholesterolemia
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Lipids and lipoproteins in calcific aortic valve disease
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The Roles of Lipoprotein(a) in Atherosclerosis – Minding the Knowledge Gaps
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Metadata
- Authors
- Khan, T. G., Bragazzi Cunha, J., Raut, C., Burroughs, M., Vyas, H. S., Leix, K., Goonewardena, S. N., Smrcka, A. V., Speliotes, E. K., & Emmer, B. T.
- Affiliations
- University of Michigan (US)
- Corresponding author
- Emmer, Brian T.
- ORCID
- Venue
- Atherosclerosis
- Publisher
- Elsevier BV
- Published
- 2025-04
- Volume
- 403
- Pages
- 119174
- ISSN
- 0021-9150 (ISSN-L)
- PMC
- PMC12011201
- OpenAlex
- W4408733881
- Semantic Scholar
- 766100bf0ed5a985c9eab9d77e8a19c97232fe4b
- Cited by
- 6
- References
- 93
- Citations by year
- 2026: 4 · 2025: 2
- FWCI
- 3.71
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Atherosclerosis (publishedVersion, cc-by-nc-nd)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed Central (submittedVersion, cc-by-nc-nd)
- Funders
- University of Michigan
- National Institutes of Health (R01-HL167733, R35-GM127303, K08-HL148552, R01-DK128871, R01-DK131787)
- University of Michigan A Alfred Taubman Medical Research Institute
- Topics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Lipoproteins and Cardiovascular Health
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biochemistry › Cholesterol and Lipid Metabolism
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Lipid metabolism and disorders
- Keywords
- lipoprotein(a), LDL receptor, idols, hepatocytes, calcific aortic stenosis, loss-of-function mutations, lipoprotein clearance, CRISPR screen
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.
A language model drew the claims from the paper on 2026-11-10, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).
A second model labelled each claim on 2026-11-10 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).
Cited sources are checked with a language model’s help (gpt-6-sol).
Statistics and arithmetic are recomputed, not judged.
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