IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-024-49921-7.html
   My bibliography  Save this article

Abdominal aortic aneurysm and cardiometabolic traits share strong genetic susceptibility to lipid metabolism and inflammation

Author

Listed:
  • Shufen Zheng

    (Greater Bay Area Institute of Precision Medicine (Guangzhou)
    Fudan University)

  • Philip S. Tsao

    (Stanford University School of Medicine
    Stanford University
    VA Palo Alto Health Care System)

  • Cuiping Pan

    (Greater Bay Area Institute of Precision Medicine (Guangzhou)
    Fudan University)

Abstract

Abdominal aortic aneurysm has a high heritability and often co-occurs with other cardiometabolic disorders, suggesting shared genetic susceptibility. We investigate this commonality leveraging recent GWAS studies of abdominal aortic aneurysm and 32 cardiometabolic traits. We find significant genetic correlations between abdominal aortic aneurysm and 21 of the cardiometabolic traits investigated, including causal relationships with coronary artery disease, hypertension, lipid traits, and blood pressure. For each trait pair, we identify shared causal variants, genes, and pathways, revealing that cholesterol metabolism and inflammation are shared most prominently. Additionally, we show the tissue and cell type specificity in the shared signals, with strong enrichment across traits in the liver, arteries, adipose tissues, macrophages, adipocytes, and fibroblasts. Finally, we leverage drug-gene databases to identify several lipid-lowering drugs and antioxidants with high potential to treat abdominal aortic aneurysm with comorbidities. Our study provides insight into the shared genetic mechanism between abdominal aortic aneurysm and cardiometabolic traits, and identifies potential targets for pharmacological intervention.

Suggested Citation

  • Shufen Zheng & Philip S. Tsao & Cuiping Pan, 2024. "Abdominal aortic aneurysm and cardiometabolic traits share strong genetic susceptibility to lipid metabolism and inflammation," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-49921-7
    DOI: 10.1038/s41467-024-49921-7
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-024-49921-7
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-024-49921-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Sonya A. MacParland & Jeff C. Liu & Xue-Zhong Ma & Brendan T. Innes & Agata M. Bartczak & Blair K. Gage & Justin Manuel & Nicholas Khuu & Juan Echeverri & Ivan Linares & Rahul Gupta & Michael L. Cheng, 2018. "Single cell RNA sequencing of human liver reveals distinct intrahepatic macrophage populations," Nature Communications, Nature, vol. 9(1), pages 1-21, December.
    2. Christopher N. Foley & James R. Staley & Philip G. Breen & Benjamin B. Sun & Paul D. W. Kirk & Stephen Burgess & Joanna M. M. Howson, 2021. "A fast and efficient colocalization algorithm for identifying shared genetic risk factors across multiple traits," Nature Communications, Nature, vol. 12(1), pages 1-18, December.
    3. Kyle Kai-How Farh & Alexander Marson & Jiang Zhu & Markus Kleinewietfeld & William J. Housley & Samantha Beik & Noam Shoresh & Holly Whitton & Russell J. H. Ryan & Alexander A. Shishkin & Meital Hatan, 2015. "Genetic and epigenetic fine mapping of causal autoimmune disease variants," Nature, Nature, vol. 518(7539), pages 337-343, February.
    4. Melina Claussnitzer & Judy H. Cho & Rory Collins & Nancy J. Cox & Emmanouil T. Dermitzakis & Matthew E. Hurles & Sekar Kathiresan & Eimear E. Kenny & Cecilia M. Lindgren & Daniel G. MacArthur & Kathry, 2020. "A brief history of human disease genetics," Nature, Nature, vol. 577(7789), pages 179-189, January.
    5. Christiaan A de Leeuw & Joris M Mooij & Tom Heskes & Danielle Posthuma, 2015. "MAGMA: Generalized Gene-Set Analysis of GWAS Data," PLOS Computational Biology, Public Library of Science, vol. 11(4), pages 1-19, April.
    6. Amand F. Schmidt & Nicholas B. Hunt & Maria Gordillo-Marañón & Pimphen Charoen & Fotios Drenos & Mika Kivimaki & Deborah A. Lawlor & Claudia Giambartolomei & Olia Papacosta & Nishi Chaturvedi & Joshua, 2021. "Cholesteryl ester transfer protein (CETP) as a drug target for cardiovascular disease," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sourya Bhattacharyya & Ferhat Ay, 2024. "Identifying genetic variants associated with chromatin looping and genome function," Nature Communications, Nature, vol. 15(1), pages 1-22, December.
    2. Alan Selewa & Kaixuan Luo & Michael Wasney & Linsin Smith & Xiaotong Sun & Chenwei Tang & Heather Eckart & Ivan P. Moskowitz & Anindita Basu & Xin He & Sebastian Pott, 2023. "Single-cell genomics improves the discovery of risk variants and genes of atrial fibrillation," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    3. Benjamin B. Sun & Stephanie J. Loomis & Fabrizio Pizzagalli & Natalia Shatokhina & Jodie N. Painter & Christopher N. Foley & Megan E. Jensen & Donald G. McLaren & Sai Spandana Chintapalli & Alyssa H. , 2022. "Genetic map of regional sulcal morphology in the human brain from UK biobank data," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    4. Vincent Michaud & Eulalie Lasseaux & David J. Green & Dave T. Gerrard & Claudio Plaisant & Tomas Fitzgerald & Ewan Birney & Benoît Arveiler & Graeme C. Black & Panagiotis I. Sergouniotis, 2022. "The contribution of common regulatory and protein-coding TYR variants to the genetic architecture of albinism," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    5. Shahram Bahrami & Kaja Nordengen & Jaroslav Rokicki & Alexey A. Shadrin & Zillur Rahman & Olav B. Smeland & Piotr P. Jaholkowski & Nadine Parker & Pravesh Parekh & Kevin S. O’Connell & Torbjørn Elvsås, 2024. "The genetic landscape of basal ganglia and implications for common brain disorders," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    6. Jialiang S. Wang & Tushar Kamath & Courtney M. Mazur & Fatemeh Mirzamohammadi & Daniel Rotter & Hironori Hojo & Christian D. Castro & Nicha Tokavanich & Rushi Patel & Nicolas Govea & Tetsuya Enishi & , 2021. "Control of osteocyte dendrite formation by Sp7 and its target gene osteocrin," Nature Communications, Nature, vol. 12(1), pages 1-20, December.
    7. Mina Ogawa & Jia-Xin Jiang & Sunny Xia & Donghe Yang & Avrilynn Ding & Onofrio Laselva & Marcela Hernandez & Changyi Cui & Yuichiro Higuchi & Hiroshi Suemizu & Craig Dorrell & Markus Grompe & Christin, 2021. "Generation of functional ciliated cholangiocytes from human pluripotent stem cells," Nature Communications, Nature, vol. 12(1), pages 1-19, December.
    8. Elena V. Feofanova & Michael R. Brown & Taryn Alkis & Astrid M. Manuel & Xihao Li & Usman A. Tahir & Zilin Li & Kevin M. Mendez & Rachel S. Kelly & Qibin Qi & Han Chen & Martin G. Larson & Rozenn N. L, 2023. "Whole-Genome Sequencing Analysis of Human Metabolome in Multi-Ethnic Populations," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    9. Fang Liang & Yu Zhang & Lin Li & Yexin Yang & Ji-Feng Fei & Yanmei Liu & Wei Qin, 2022. "SpG and SpRY variants expand the CRISPR toolbox for genome editing in zebrafish," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    10. Franziska Hildebrandt & Alma Andersson & Sami Saarenpää & Ludvig Larsson & Noémi Van Hul & Sachie Kanatani & Jan Masek & Ewa Ellis & Antonio Barragan & Annelie Mollbrink & Emma R. Andersson & Joakim L, 2021. "Spatial Transcriptomics to define transcriptional patterns of zonation and structural components in the mouse liver," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
    11. Olga A Vsevolozhskaya & Min Shi & Fengjiao Hu & Dmitri V Zaykin, 2020. "DOT: Gene-set analysis by combining decorrelated association statistics," PLOS Computational Biology, Public Library of Science, vol. 16(4), pages 1-25, April.
    12. Michael G. Levin & Noah L. Tsao & Pankhuri Singhal & Chang Liu & Ha My T. Vy & Ishan Paranjpe & Joshua D. Backman & Tiffany R. Bellomo & William P. Bone & Kiran J. Biddinger & Qin Hui & Ozan Dikilitas, 2022. "Genome-wide association and multi-trait analyses characterize the common genetic architecture of heart failure," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    13. Ashish Patel & Dipender Gill & Paul Newcombe & Stephen Burgess, 2023. "Conditional inference in cis‐Mendelian randomization using weak genetic factors," Biometrics, The International Biometric Society, vol. 79(4), pages 3458-3471, December.
    14. Dominik Aschenbrenner & Isar Nassiri & Suresh Venkateswaran & Sumeet Pandey & Matthew Page & Lauren Drowley & Martin Armstrong & Subra Kugathasan & Benjamin Fairfax & Holm H. Uhlig, 2024. "An isoform quantitative trait locus in SBNO2 links genetic susceptibility to Crohn’s disease with defective antimicrobial activity," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    15. Diana Dunca & Sandesh Chopade & María Gordillo-Marañón & Aroon D. Hingorani & Karoline Kuchenbaecker & Chris Finan & Amand F. Schmidt, 2024. "Comparing the effects of CETP in East Asian and European ancestries: a Mendelian randomization study," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    16. Eva-Maria Stauffer & Richard A. I. Bethlehem & Lena Dorfschmidt & Hyejung Won & Varun Warrier & Edward T. Bullmore, 2023. "The genetic relationships between brain structure and schizophrenia," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    17. Xiaofeng Zhu & Yihe Yang & Noah Lorincz-Comi & Gen Li & Amy R. Bentley & Paul S. de Vries & Michael Brown & Alanna C. Morrison & Charles N. Rotimi & W. James Gauderman & Dabeeru C. Rao & Hugues Aschar, 2024. "An approach to identify gene-environment interactions and reveal new biological insight in complex traits," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    18. Jianxin Shi & Kouya Shiraishi & Jiyeon Choi & Keitaro Matsuo & Tzu-Yu Chen & Juncheng Dai & Rayjean J. Hung & Kexin Chen & Xiao-Ou Shu & Young Tae Kim & Maria Teresa Landi & Dongxin Lin & Wei Zheng & , 2023. "Genome-wide association study of lung adenocarcinoma in East Asia and comparison with a European population," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    19. Sophie A. Riesmeijer & Zoha Kamali & Michael Ng & Dmitriy Drichel & Bram Piersma & Kerstin Becker & Thomas B. Layton & Jagdeep Nanchahal & Michael Nothnagel & Ahmad Vaez & Hans Christian Hennies & Pau, 2024. "A genome-wide association meta-analysis implicates Hedgehog and Notch signaling in Dupuytren’s disease," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    20. Fotios Koskeridis & Evangelos Evangelou & Saredo Said & Joseph J. Boyle & Paul Elliott & Abbas Dehghan & Ioanna Tzoulaki, 2022. "Pleiotropic genetic architecture and novel loci for C-reactive protein levels," Nature Communications, Nature, vol. 13(1), pages 1-11, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-49921-7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.