Evidence map›Paper›PMID 33886544›Full record

ArticlePLoS genetics2021

Using genetic variants to evaluate the causal effect of cholesterol lowering on head and neck cancer risk: A Mendelian randomization study.

Mark Gormley, James Yarmolinsky, Tom Dudding, Kimberley Burrows, Richard M Martin, Steven Thomas, Jessica Tyrrell, Paul Brennan, Miranda Pring, Stefania Boccia and 12 more

Open access · goldAbstract read
In one paragraph

Article in PLoS genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 2 pooled it
1.9field-weighted citation impact, top 14% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

22 citing papers in PubMed, 2 syntheses or guidelines pooled it, 30 citations in OpenAlex.

  1. Pooled it
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  3. Review
  4. Article
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  6. Experimental and therapeutic medicine · 2025
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  19. The role of NPC1L1 in cancer.Frontiers in pharmacology · 2022
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

22 authors at 12 institutions in 7 countries.

Mark GormleyMRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom.ORCID 0000-0001-5733-6304
James YarmolinskyMRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom.
Tom DuddingMRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom.ORCID 0000-0003-3756-040X
Kimberley BurrowsMRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom.ORCID 0000-0002-3208-0389
Richard M MartinMRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom.ORCID 0000-0002-7992-7719
Steven ThomasBristol Dental Hospital and School, University of Bristol, Bristol, United Kingdom.
Jessica TyrrellUniversity of Exeter Medical School, RILD Building, RD&E Hospital, Exeter, United Kingdom.ORCID 0000-0002-9256-6065
Paul BrennanGenetic Epidemiology Group, World Health Organization, International Agency for Research on Cancer, Lyon, France.ORCID 0000-0002-0518-8714
Miranda PringBristol Dental Hospital and School, University of Bristol, Bristol, United Kingdom.
Stefania BocciaSection of Hygiene, University Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Roma, Italia.ORCID 0000-0002-1864-749X
Andrew F OlshanDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, United States of America.
Brenda DiergaardeDepartment of Human Genetics, Graduate School of Public Health, University of Pittsburgh, and UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania, United States of America.
Rayjean J HungProsserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Canada.ORCID 0000-0002-4486-7496
Geoffrey LiuDalla Lana School of Public Health, University of Toronto, Toronto, Canada.
Danny LeggeSchool of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom.ORCID 0000-0002-3897-5861
Eloiza H TajaraSchool of Medicine of São José do Rio Preto, São Paulo, Brazil.ORCID 0000-0002-2603-2057
Patricia SeverinoAlbert Einstein Research and Education Institute, Hospital Israelita Albert Einstein, São Paulo, Brazil.ORCID 0000-0002-6682-9343
Martin LackoDepartment of Otorhinolaryngology and Head and Neck Surgery, Research Institute GROW, Maastricht University Medical Center, Maastricht, The Netherlands.ORCID 0000-0003-2868-4822
Andrew R NessNational Institute for Health Research Bristol Biomedical Research Centre at the University Hospitals Bristol and Weston NHS Foundation Trust, University of Bristol, Bristol, United Kingdom.
George Davey SmithMRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom.ORCID 0000-0002-1407-8314
Emma E VincentMRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom.ORCID 0000-0002-8917-7384
Rebecca C RichmondMRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom.ORCID 0000-0003-0574-5071
University of Bristol · GBUniversity Of Bristol Dental Hospital · GBUniversity Hospitals Bristol NHS Foundation Trust · GBUniversity of Toronto · CACentre international de recherche sur le cancer · FRFaculdade de Medicina de São José do Rio Preto · BRHospital Israelita Albert Einstein · BRMaastricht University · NLUniversità Cattolica del Sacro Cuore · ITUniversity of Exeter · GBUniversity of North Carolina at Chapel Hill · USUPMC Hillman Cancer Center · US

Funding

Virology Research Program (Program 4)P30CA016086 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI David Darr · 1985 to 2026
$201.5M
VECTOR CORE FACILITYP30CA047904 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI JOHN C. BYRD · 1988 to 2026
$158.0M
WILD TYPE P53-BASED ADJUVANT IMMUNOTHERAPY FOR SCCHNP50CA097190 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Greg M. Delgoffe · 2004 to 2026
$49.6M
UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Stephanie Engel · 2001 to 2026
$36.3M
Gene Environment Interaction in Head and Neck CancerR01CA090731 · NCI · UNIVERSITY OF NORTH CAROLINA CHAPEL HILL · PI OLSHAN, ANDREW · 2001 to 2005
$4.6M
The role of germline and somatic DNA mutations in oral and oropharyngeal cancersR01DE025712 · NIDCR · INTERNATIONAL AGENCY FOR RES ON CANCER · PI BRENNAN, PAUL JOSEPH, DIERGAARDE, BRENDA B. · 2017 to 2021
$3.3M
Cancer Research UK 28534Cancer Research UK 29019Cancer Research UK C18281/A19169Cancer Research UK C18281/A29019Cancer Research UK C68933/A28534Department of Health RP-PG-0707-10034Medical Research Council MC_PC_17228Medical Research Council MC_QA137853Medical Research Council MC_UU_00011/1Medical Research Council MC_UU_00011/7NCI NIH HHS P30 CA016086NCI NIH HHS P30 CA047904NCI NIH HHS P50 CA097190NCI NIH HHS R01 CA090731NIDCR NIH HHS R01 DE025712NIEHS NIH HHS P30 ES010126Wellcome TrustWellcome Trust 220530/Z/20/ZWorld Health Organization 001
6 · The paper itself

Abstract

Head and neck squamous cell carcinoma (HNSCC), which includes cancers of the oral cavity and oropharynx, is a cause of substantial global morbidity and mortality. Strategies to reduce disease burden include discovery of novel therapies and repurposing of existing drugs. Statins are commonly prescribed for lowering circulating cholesterol by inhibiting HMG-CoA reductase (HMGCR). Results from some observational studies suggest that statin use may reduce HNSCC risk. We appraised the relationship of genetically-proxied cholesterol-lowering drug targets and other circulating lipid traits with oral (OC) and oropharyngeal (OPC) cancer risk using two-sample Mendelian randomization (MR). For the primary analysis, germline genetic variants in HMGCR, NPC1L1, CETP, PCSK9 and LDLR were used to proxy the effect of low-density lipoprotein cholesterol (LDL-C) lowering therapies. In secondary analyses, variants were used to proxy circulating levels of other lipid traits in a genome-wide association study (GWAS) meta-analysis of 188,578 individuals. Both primary and secondary analyses aimed to estimate the downstream causal effect of cholesterol lowering therapies on OC and OPC risk. The second sample for MR was taken from a GWAS of 6,034 OC and OPC cases and 6,585 controls (GAME-ON). Analyses were replicated in UK Biobank, using 839 OC and OPC cases and 372,016 controls and the results of the GAME-ON and UK Biobank analyses combined in a fixed-effects meta-analysis. We found limited evidence of a causal effect of genetically-proxied LDL-C lowering using HMGCR, NPC1L1, CETP or other circulating lipid traits on either OC or OPC risk. Genetically-proxied PCSK9 inhibition equivalent to a 1 mmol/L (38.7 mg/dL) reduction in LDL-C was associated with an increased risk of OC and OPC combined (OR 1.8 95%CI 1.2, 2.8, p = 9.31 x10-05), with good concordance between GAME-ON and UK Biobank (I2 = 22%). Effects for PCSK9 appeared stronger in relation to OPC (OR 2.6 95%CI 1.4, 4.9) than OC (OR 1.4 95%CI 0.8, 2.4). LDLR variants, resulting in genetically-proxied reduction in LDL-C equivalent to a 1 mmol/L (38.7 mg/dL), reduced the risk of OC and OPC combined (OR 0.7, 95%CI 0.5, 1.0, p = 0.006). A series of pleiotropy-robust and outlier detection methods showed that pleiotropy did not bias our findings. We found limited evidence for a role of cholesterol-lowering in OC and OPC risk, suggesting previous observational results may have been confounded. There was some evidence that genetically-proxied inhibition of PCSK9 increased risk, while lipid-lowering variants in LDLR, reduced risk of combined OC and OPC. This result suggests that the mechanisms of action of PCSK9 on OC and OPC risk may be independent of its cholesterol lowering effects; however, this was not supported uniformly across all sensitivity analyses and further replication of this finding is required.

Indexed as

CholesterolCholesterol Ester Transfer ProteinsCholesterol, LDLGenetic Predisposition to DiseaseGenome-Wide Association StudyGerm-Line MutationHumansHydroxymethylglutaryl-CoA Reductase InhibitorsHydroxymethylglutaryl CoA ReductasesMembrane Transport ProteinsMendelian Randomization AnalysisProprotein Convertase 9Receptors, LDLSquamous Cell Carcinoma of Head and NeckCETP protein, humanCholesterolCholesterol Ester Transfer ProteinsCholesterol, LDLHMGCR protein, humanHydroxymethylglutaryl-CoA Reductase InhibitorsHydroxymethylglutaryl CoA ReductasesLDLR protein, humanMembrane Transport ProteinsNPC1L1 protein, humanPCSK9 protein, humanProprotein Convertase 9Receptors, LDL

Identifiers

PMID33886544
PMCPMC8096036
OpenAlexW3153283316

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.