Evidence map›Paper›PMID 34913977›Full record

Observational studyJAMA network open2021

Interaction of Cigarette Smoking and Polygenic Risk Score on Reduced Lung Function.

Woori Kim, Matthew Moll, Dandi Qiao, Brian D Hobbs, Nick Shrine, Phuwanat Sakornsakolpat, Martin D Tobin, Frank Dudbridge, Louise V Wain, Christine Ladd-Acosta and 4 more

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 1 pooled it
4.3field-weighted citation impact, top 5% 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

27 citing papers in PubMed, 1 synthesis or guideline pooled it, 40 citations in OpenAlex.

  1. Pooled it
  2. AARS1-Mediated RUNX3 K193 Lactylation Enhances the Activation and Cytotoxicity of CD8Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Omic Risk Scores are Associated with COPD-related Traits Across Three Cohorts.medRxiv : the preprint server for health sciences · 2025
    Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Genetics of chronic respiratory disease.Nature reviews. Genetics · 2024
    Review
  15. Article
  16. Article
  17. Article
  18. A Polygenic Risk Score for Idiopathic Pulmonary Fibrosis and Interstitial Lung Abnormalities.American journal of respiratory and critical care medicine · 2023
    Article
  19. Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors at 6 institutions in 3 countries.

Woori KimSystems Biology and Computer Science Program, Ann Romney Center for Neurological Diseases, Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts.
Matthew MollChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
Dandi QiaoChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
Brian D HobbsChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
Nick ShrineDepartment of Health Sciences, University of Leicester, Leicester, United Kingdom.
Phuwanat SakornsakolpatDepartment of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand.
Martin D TobinDepartment of Health Sciences, University of Leicester, Leicester, United Kingdom.
Frank DudbridgeDepartment of Health Sciences, University of Leicester, Leicester, United Kingdom.
Louise V WainDepartment of Health Sciences, University of Leicester, Leicester, United Kingdom.
Christine Ladd-AcostaWendy Klag Center for Autism and Developmental Disabilities, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
Nilanjan ChatterjeeDepartment of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland.
Edwin K SilvermanChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
Michael H ChoChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
Terri H BeatyDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
Brigham and Women's Hospital · USJohns Hopkins University · USUniversity of Leicester · GBMahidol University · THMassachusetts Institute of Technology · USNational Institute for Health Research · GB

Funding

Multi-omic Subtyping of Chronic Obstructive Pulmonary DiseaseK08HL136928 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI HOBBS, BRIAN DANIEL · 2017 to 2021
$864k
Medical Research Council MC_PC_17228Medical Research Council MC_QA137853NHLBI NIH HHS K08 HL136928Wellcome Trust 202849/Z/16/Z
6 · The paper itself

Abstract

Importance: The risk of airflow limitation and chronic obstructive pulmonary disease (COPD) is influenced by combinations of cigarette smoking and genetic susceptibility, yet it remains unclear whether gene-by-smoking interactions are associated with quantitative measures of lung function. Objective: To assess the interaction of cigarette smoking and polygenic risk score in association with reduced lung function. Design, Setting, and Participants: This UK Biobank cohort study included UK citizens of European ancestry aged 40 to 69 years with genetic and spirometry data passing quality control metrics. Data was analyzed from July 2020 to March 2021. Exposures: PRS of combined forced expiratory volume in 1 second (FEV1) and percent of forced vital capacity exhaled in the first second (FEV1/FVC), self-reported pack-years of smoking, ever- vs never-smoking status, and current- vs former- or never-smoking status. Main Outcomes and Measures: FEV1/FVC was the primary outcome. Models were used to test for interactions with models, including the main effects of PRS, different smoking variables, and their cross-product terms. The association between pack-years of smoking and FEV1/FVC were compared for those in the highest vs lowest decile of estimated genetic risk for low lung function. Results: We included 319 730 individuals, of whom 24 915 (8%) had moderate-to-severe COPD cases, and 44.4% were men. Participants had a mean (SD) age 56.5 of (8.02) years. The PRS and pack-years were significantly associated with lower FEV1/FVC (PRS: β, -0.03; 95% CI, -0.031 to -0.03; pack-years: β, -0.0064; 95% CI, -0.0064 to -0.0063) and the interaction term (β, -0.0028; 95% CI, -0.0029 to -0.0026). A stepwise increment in estimated effect sizes for these interaction terms was observed per 10 pack-years of smoking exposure. The interaction of PRS with 11 to 20, 31 to 40, and more than 50 pack-years categories were β (interaction) -0.0038 (95% CI, -0.0046 to -0.0031); -0.013 (95% CI, -0.014 to -0.012); and -0.017 (95% CI, -0.019 to -0.016), respectively. There was evidence of significant interaction between PRS with ever- or never- smoking status (β, interaction; -0.0064; 95% CI, -0.0068 to -0.0060) and current or not-current smoking (β, interaction; -0.0091; 95% CI, -0.0097 to -0.0084). For any given level of pack-years of smoking exposure, FEV1/FVC was significantly lower for individuals in the tenth decile (ie, highest risk) than the first decile (ie, lowest risk) of genetic risk. For every 20 pack-years of smoking, those in the tenth decile compared with the first decile of genetic risk showed nearly a 2-fold reduction in FEV1/FVC. Conclusions and Relevance: COPD is characterized by diminished lung function, and our analyses suggest there is substantial interaction between genome-wide PRS and smoking exposures. While smoking was associated with decreased lung function across all genetic risk categories, the associations were strongest in individuals with higher estimated genetic risk.

Indexed as

Genetic Predisposition to DiseaseAdultAgedCigarette SmokingClinical Decision RulesCross-Sectional StudiesFemaleForced Expiratory VolumeHumansLinear ModelsLungMaleMiddle AgedPulmonary Disease, Chronic ObstructiveRisk AssessmentRisk Factors

Identifiers

PMID34913977
PMCPMC8678715
OpenAlexW4200002844

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.