Do iron homeostasis biomarkers mediate the associations of liability to type 2 diabetes and glycemic traits in liver steatosis and cirrhosis: a two-step Mendelian randomization study

被引:1
作者
Liang, Ying [1 ]
Luo, Shan [1 ]
Bell, Steven [2 ,3 ]
Mo, Jacky Man Yuen [1 ]
He, Baoting [1 ]
Zhou, Yangzhong [4 ]
Bai, Xiaoyin [5 ,6 ]
Yeung, Shiu Lun Au [1 ]
机构
[1] Univ Hong Kong, LKS Fac Med, Sch Publ Hlth, Hong Kong, Peoples R China
[2] Univ Cambridge, Precis Breast Canc Inst, Dept Oncol, Cambridge, England
[3] Univ Cambridge, Canc Res UK Cambridge Inst, Li Ka Shing Ctr, Cambridge, England
[4] Peking Union Med Coll Hosp, Natl Clin Res Ctr Dermatol & Immunol Dis NCRC DID, Dept Rheumatol, Beijing 100730, Peoples R China
[5] Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Gastroenterol, Beijing 100730, Peoples R China
[6] Chinese Acad Med Sci, Beijing 100730, Peoples R China
来源
BMC MEDICINE | 2024年 / 22卷 / 01期
关键词
Type; 2; diabetes; Glycemic traits; Insulin; Ferritin; Liver iron; Liver steatosis; Liver cirrhosis; DISEASE; HEALTH;
D O I
10.1186/s12916-024-03486-w
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Previous studies, including Mendelian randomization (MR), have demonstrated type 2 diabetes (T2D) and glycemic traits are associated with increased risk of metabolic dysfunction-associated steatotic liver disease (MASLD). However, few studies have explored the underlying pathway, such as the role of iron homeostasis.MethodsWe used a two-step MR approach to investigate the associations of genetic liability to T2D, glycemic traits, iron biomarkers, and liver diseases. We analyzed summary statistics from various genome-wide association studies of T2D (n = 933,970), glycemic traits (n <= 209,605), iron biomarkers (n <= 246,139), MASLD (n <= 972,707), and related biomarkers (alanine aminotransferase (ALT) and proton density fat fraction (PDFF)). Our primary analysis was based on inverse-variance weighting, followed by several sensitivity analyses. We also conducted mediation analyses and explored the role of liver iron in post hoc analysis.ResultsGenetic liability to T2D and elevated fasting insulin (FI) likely increased risk of liver steatosis (ORliability to T2D: 1.14 per doubling in the prevalence, 95% CI: 1.10, 1.19; ORFI: 3.31 per log pmol/l, 95% CI: 1.92, 5.72) and related biomarkers. Liability to T2D also likely increased the risk of developing liver cirrhosis. Genetically elevated ferritin, serum iron, and liver iron were associated with higher risk of liver steatosis (ORferritin: 1.25 per SD, 95% CI 1.07, 1.46; ORliver iron: 1.15 per SD, 95% CI: 1.05, 1.26) and liver cirrhosis (ORserum iron: 1.31, 95% CI: 1.06, 1.63; ORliver iron: 1.34, 95% CI: 1.07, 1.68). Ferritin partially mediated the association between FI and liver steatosis (proportion mediated: 7%, 95% CI: 2-12%).ConclusionsOur study provides credible evidence on the causal role of T2D and elevated insulin in liver steatosis and cirrhosis risk and indicates ferritin may play a mediating role in this association. center dot Ferritin possibly mediates the association of insulin resistance in liver steatosis. Targeting the reduction of ferritin may mitigate the risk of liver steatosis arising from elevated insulin.center dot Liver iron is likely to be positively associated with liver steatosis and the irreversible stage, liver cirrhosis, and mediates the association of ferritin and liver steatosis.center dot Genetically elevated HbA1c is shown to decrease the risk of liver steatosis due to its erythrocytic property. Caution should be applied when using HbA1c values for MASLD management.
引用
收藏
页数:13
相关论文
共 67 条
  • [41] Relationship Between the Pattern of Hepatic Iron Deposition and Histological Severity in Nonalcoholic Fatty Liver Disease
    Nelson, James E.
    Wilson, Laura
    Brunt, Elizabeth M.
    Yeh, Matthew M.
    Kleiner, David E.
    Unalp-Arida, Aynur
    Kowdley, Kris V.
    [J]. HEPATOLOGY, 2011, 53 (02) : 448 - 457
  • [42] Trajectories of glycaemic traits exhibit sex-specific associations with hepatic iron and fat content: Results from the KORA-MRI study
    Niedermayer, Fiona
    Su, Yaqi
    von Kruechten, Ricarda
    Thorand, Barbara
    Peters, Annette
    Rathmann, Wolfgang
    Roden, Michael
    Schlett, Christopher L.
    Bamberg, Fabian
    Nattenmueller, Johanna
    Rospleszcz, Susanne
    [J]. LIVER INTERNATIONAL, 2023, 43 (10) : 2153 - 2166
  • [43] Genetic modifiers of penetrance to liver endpoints in HFE hemochromatosis: Associations in a large community cohort
    Pilling, Luke C.
    Atkins, Janice L.
    Melzer, David
    [J]. HEPATOLOGY, 2022, 76 (06) : 1735 - 1745
  • [44] The prevalence and incidence of NAFLD worldwide: a systematic review and meta-analysis
    Riazi, Kiarash
    Azhari, Hassan
    Charette, Jacob H.
    Underwood, Fox E.
    King, James A.
    Afshar, Elnaz Ehteshami
    Swain, Mark G.
    Congly, Stephen E.
    Kaplan, Gilaad G.
    Shaheen, Abdel-Aziz
    [J]. LANCET GASTROENTEROLOGY & HEPATOLOGY, 2022, 7 (09): : 851 - 861
  • [45] A multisociety Delphi consensus statement on new fatty liver disease nomenclature
    Rinella, Mary E.
    Lazarus, Jeffrey V.
    Ratziu, Vlad
    Francque, Sven M.
    Sanyal, Arun J.
    Kanwal, Fasiha
    Romero, Diana
    Abdelmalek, Manal F.
    Anstee, Quentin M.
    Pablo Arab, Juan
    Arrese, Marco
    Bataller, Ramon
    Beuers, Ulrich
    Boursier, Jerome
    Bugianesi, Elisabetta
    Byrne, Christopher D.
    Castro Narro, Graciela E.
    Chowdhury, Abhijit
    Cortez-Pinto, Helena
    Cryer, Donna R.
    Cusi, Kenneth
    El-Kassas, Mohamed
    Klein, Samuel
    Eskridge, Wayne
    Fan, Jiangao
    Gawrieh, Samer
    Guy, Cynthia D.
    Harrison, Stephen A.
    Kim, Seung Up
    Koot, Bart G.
    Korenjak, Marko
    Kowdley, Kris V.
    Lacaille, Florence
    Loomba, Rohit
    Mitchell-Thain, Robert
    Morgan, Timothy R.
    Powell, Elisabeth E.
    Roden, Michael
    Romero-Gomez, Manuel
    Silva, Marcelo
    Singh, Shivaram Prasad
    Sookoian, Silvia C.
    Spearman, C. Wendy
    Tiniakos, Dina
    Valenti, Luca
    Vos, Miriam B.
    Wong, Vincent Wai-Sun
    Xanthakos, Stavra
    Yilmaz, Yusuf
    Younossi, Zobair
    [J]. HEPATOLOGY, 2023, 78 (06) : 1966 - 1986
  • [46] Relation of elevated serum alanine aminotransferase activity with iron and antioxidant levels in the United States
    Ruhl, CE
    Everhart, JE
    [J]. GASTROENTEROLOGY, 2003, 124 (07) : 1821 - 1829
  • [47] Hepatic iron is the major determinant of serum ferritin in NAFLD patients
    Ryan, John D.
    Armitage, Andrew E.
    Cobbold, Jeremy F.
    Banerjee, Rajarshi
    Borsani, Oscar
    Dongiovanni, Paola
    Neubauer, Stefan
    Morovat, Reza
    Wang, Lai Mun
    Pasricha, Sant-Rayn
    Fargion, Silvia
    Collier, Jane
    Barnes, Eleanor
    Drakesmith, Hal
    Valenti, Luca
    Pavlides, Michael
    [J]. LIVER INTERNATIONAL, 2018, 38 (01) : 164 - 173
  • [48] Mendelian randomization
    Sanderson, Eleanor
    Glymour, M. Maria
    Holmes, Michael V.
    Kang, Hyunseung
    Morrison, Jean
    Munafo, Marcus R.
    Palmer, Tom
    Schooling, C. Mary
    Wallace, Chris
    Zhao, Qingyuan
    Smith, George Davey
    [J]. NATURE REVIEWS METHODS PRIMERS, 2022, 2 (01):
  • [49] Participation bias in the UK Biobank distorts genetic associations and downstream analyses
    Schoeler, Tabea
    Speed, Doug
    Porcu, Eleonora
    Pirastu, Nicola
    Pingault, Jean-Baptiste
    Kutalik, Zoltan
    [J]. NATURE HUMAN BEHAVIOUR, 2023, 7 (07) : 1216 - +
  • [50] ChREBP is activated by reductive stress and mediates GCKR-associated metabolic traits
    Singh, Charandeep
    Jin, Byungchang
    Shrestha, Nirajan
    Markhard, Andrew L.
    Panda, Apekshya
    Calvo, Sarah E.
    Deik, Amy
    Pan, Xingxiu
    Zuckerman, Austin L.
    Ben Saad, Amel
    Corey, Kathleen E.
    Sjoquist, Julia
    Osganian, Stephanie
    AminiTabrizi, Roya
    Rhee, Eugene P.
    Shah, Hardik
    Goldberger, Olga
    Mullen, Alan C.
    Cracan, Valentin
    Clish, Clary B.
    Mootha, Vamsi K.
    Goodman, Russell P.
    [J]. CELL METABOLISM, 2024, 36 (01) : 144 - 158.e7