Literature DB >> 35124268

Mendelian Randomization Analysis Reveals No Causal Relationship Between Nonalcoholic Fatty Liver Disease and Severe COVID-19.

Jiuling Li1, Aowen Tian1, Haoxue Zhu2, Lanlan Chen3, Jianping Wen4, Wanqing Liu5, Peng Chen6.   

Abstract

BACKGROUND & AIMS: The coronavirus disease 2019 (COVID-19) pandemic has witnessed more than 4.5 million deaths as of the time of writing. Whether nonalcoholic fatty liver disease (NAFLD) increases the risk for severe COVID-19 remains unclear. We sought to address this question using 2-sample Mendelian randomization (TSMR) analysis approaches in large cohorts.
METHODS: We performed large-scale TSMR analyses to examine whether there is a causal relationship between NAFLD, serum alanine aminotransferase, grade of steatosis, NAFLD Activity Score, or fibrosis stage and severe COVID-19. To maximize the power of this analysis, we performed a genome-wide meta-analysis to identify single nucleotide polymorphisms associated with NAFLD. We also examined the impact of 20 major comorbid factors of NAFLD on severe COVID-19.
RESULTS: Univariate analysis of the UK Biobank data demonstrated a significant association between NAFLD and severe COVID-19 (odds ratio [OR], 3.06; P = 1.07 × 10-6). However, this association disappeared after demographic and comorbid factors were adjusted (OR, 1.57; P = .09). TSMR study indicated that NAFLD (OR, 0.97; P = .61), alanine aminotransferase level (OR, 1.03; P = .47), grade of steatosis (OR, 1.08; P = .41), NAFLD Activity Score (OR, 1.02; P = .39), and fibrosis stage (OR, 1.01; P = .87) were not associated with severe COVID-19. Among all NAFLD-related comorbid factors, body mass index (OR, 1.73; P = 7.65 × 10-9), waist circumference (OR, 1.76; P = 2.58 × 10-5), and hip circumference (OR, 1.33; P = 7.26 × 10-3) were the only ones demonstrated a causal impact on severe COVID-19.
CONCLUSIONS: There is no evidence supporting that NAFLD is a causal risk factor for severe COVID-19. Previous observational associations between NAFLD and COVID-19 are likely attributed to the correlation between NAFLD and obesity.
Copyright © 2022 AGA Institute. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Genome-Wide Association Study; Mendelian Randomization; Nonalcoholic Fatty Liver Disease; Severe COVID-19

Mesh:

Substances:

Year:  2022        PMID: 35124268      PMCID: PMC8812093          DOI: 10.1016/j.cgh.2022.01.045

Source DB:  PubMed          Journal:  Clin Gastroenterol Hepatol        ISSN: 1542-3565            Impact factor:   13.576


  38 in total

1.  Calculating statistical power in Mendelian randomization studies.

Authors:  Marie-Jo A Brion; Konstantin Shakhbazov; Peter M Visscher
Journal:  Int J Epidemiol       Date:  2013-10       Impact factor: 7.196

2.  METAL: fast and efficient meta-analysis of genomewide association scans.

Authors:  Cristen J Willer; Yun Li; Gonçalo R Abecasis
Journal:  Bioinformatics       Date:  2010-07-08       Impact factor: 6.937

3.  Mendelian randomization analysis with multiple genetic variants using summarized data.

Authors:  Stephen Burgess; Adam Butterworth; Simon G Thompson
Journal:  Genet Epidemiol       Date:  2013-09-20       Impact factor: 2.135

4.  Detection of widespread horizontal pleiotropy in causal relationships inferred from Mendelian randomization between complex traits and diseases.

Authors:  Marie Verbanck; Chia-Yen Chen; Benjamin Neale; Ron Do
Journal:  Nat Genet       Date:  2018-04-23       Impact factor: 38.330

5.  Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China.

Authors:  Chaolin Huang; Yeming Wang; Xingwang Li; Lili Ren; Jianping Zhao; Yi Hu; Li Zhang; Guohui Fan; Jiuyang Xu; Xiaoying Gu; Zhenshun Cheng; Ting Yu; Jiaan Xia; Yuan Wei; Wenjuan Wu; Xuelei Xie; Wen Yin; Hui Li; Min Liu; Yan Xiao; Hong Gao; Li Guo; Jungang Xie; Guangfa Wang; Rongmeng Jiang; Zhancheng Gao; Qi Jin; Jianwei Wang; Bin Cao
Journal:  Lancet       Date:  2020-01-24       Impact factor: 79.321

6.  Non-alcoholic fatty liver disease and clinical outcomes in patients with COVID-19: A comprehensive systematic review and meta-analysis.

Authors:  Ambrish Singh; Salman Hussain; Benny Antony
Journal:  Diabetes Metab Syndr       Date:  2021-03-31

7.  Consistent Estimation in Mendelian Randomization with Some Invalid Instruments Using a Weighted Median Estimator.

Authors:  Jack Bowden; George Davey Smith; Philip C Haycock; Stephen Burgess
Journal:  Genet Epidemiol       Date:  2016-04-07       Impact factor: 2.135

8.  Interpreting findings from Mendelian randomization using the MR-Egger method.

Authors:  Stephen Burgess; Simon G Thompson
Journal:  Eur J Epidemiol       Date:  2017-05-19       Impact factor: 12.434

9.  Risk factors for severity and mortality in adult COVID-19 inpatients in Wuhan.

Authors:  Xiaochen Li; Shuyun Xu; Muqing Yu; Ke Wang; Yu Tao; Ying Zhou; Jing Shi; Min Zhou; Bo Wu; Zhenyu Yang; Cong Zhang; Junqing Yue; Zhiguo Zhang; Harald Renz; Xiansheng Liu; Jungang Xie; Min Xie; Jianping Zhao
Journal:  J Allergy Clin Immunol       Date:  2020-04-12       Impact factor: 10.793

10.  Factors associated with COVID-19-related death using OpenSAFELY.

Authors:  Elizabeth J Williamson; Alex J Walker; Krishnan Bhaskaran; Seb Bacon; Chris Bates; Caroline E Morton; Helen J Curtis; Amir Mehrkar; David Evans; Peter Inglesby; Jonathan Cockburn; Helen I McDonald; Brian MacKenna; Laurie Tomlinson; Ian J Douglas; Christopher T Rentsch; Rohini Mathur; Angel Y S Wong; Richard Grieve; David Harrison; Harriet Forbes; Anna Schultze; Richard Croker; John Parry; Frank Hester; Sam Harper; Rafael Perera; Stephen J W Evans; Liam Smeeth; Ben Goldacre
Journal:  Nature       Date:  2020-07-08       Impact factor: 49.962

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  7 in total

1.  Impact of COVID-19 on the liver and on the care of patients with chronic liver disease, hepatobiliary cancer, and liver transplantation: An updated EASL position paper.

Authors:  Thomas Marjot; Christiane S Eberhardt; Tobias Boettler; Luca S Belli; Marina Berenguer; Maria Buti; Rajiv Jalan; Mario U Mondelli; Richard Moreau; Daniel Shouval; Thomas Berg; Markus Cornberg
Journal:  J Hepatol       Date:  2022-07-20       Impact factor: 30.083

2.  Quantitative assessment of fibrosis-4 score and adverse clinical outcomes in patients with COVID-19.

Authors:  Kefu Tang; Lu Wang; Lu Shen; Lin He; Xi Wu
Journal:  Sci China Life Sci       Date:  2022-06-23       Impact factor: 10.372

3.  Cancers and COVID-19 Risk: A Mendelian Randomization Study.

Authors:  Zengbin Li; Yudong Wei; Guixian Zhu; Mengjie Wang; Lei Zhang
Journal:  Cancers (Basel)       Date:  2022-04-22       Impact factor: 6.575

4.  No Association Between Nonalcoholic Fatty Liver Disease and Severe COVID-19? Something We Might Ignore.

Authors:  Hui Gao; Lei Xu
Journal:  Clin Gastroenterol Hepatol       Date:  2022-04-02       Impact factor: 13.576

5.  Reply.

Authors:  Jiuling Li; Wanqing Liu; Peng Chen
Journal:  Clin Gastroenterol Hepatol       Date:  2022-06-10       Impact factor: 13.576

Review 6.  COVID-19 Pandemic: Insights into Interactions between SARS-CoV-2 Infection and MAFLD.

Authors:  Hanfei Chen; Qiang Chen
Journal:  Int J Biol Sci       Date:  2022-07-11       Impact factor: 10.750

Review 7.  Nonalcoholic fatty liver disease and diabetes.

Authors:  Maria Irene Bellini; Irene Urciuoli; Giovanni Del Gaudio; Giorgia Polti; Giovanni Iannetti; Elena Gangitano; Eleonora Lori; Carla Lubrano; Vito Cantisani; Salvatore Sorrenti; Vito D'Andrea
Journal:  World J Diabetes       Date:  2022-09-15
  7 in total

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