Integrated multiomics of pressure overload in the human heart prioritizes targets relevant to heart failure
Author
Abstract
Suggested Citation
DOI: 10.1038/s41467-025-62201-2
Download full text from publisher
References listed on IDEAS
- Kuhn, Max, 2008. "Building Predictive Models in R Using the caret Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 28(i05).
- Danielle Rasooly & Gina M. Peloso & Alexandre C. Pereira & Hesam Dashti & Claudia Giambartolomei & Eleanor Wheeler & Nay Aung & Brian R. Ferolito & Maik Pietzner & Eric H. Farber-Eger & Quinn Stanton , 2023. "Genome-wide association analysis and Mendelian randomization proteomics identify drug targets for heart failure," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
- Anna Egerstedt & John Berntsson & Maya Landenhed Smith & Olof Gidlöf & Roland Nilsson & Mark Benson & Quinn S. Wells & Selvi Celik & Carl Lejonberg & Laurie Farrell & Sumita Sinha & Dongxiao Shen & Ja, 2019. "Profiling of the plasma proteome across different stages of human heart failure," Nature Communications, Nature, vol. 10(1), pages 1-13, December.
- M. Büttner & J. Ostner & C. L. Müller & F. J. Theis & B. Schubert, 2021. "scCODA is a Bayesian model for compositional single-cell data analysis," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
- Matthew C. Hill & Zachary A. Kadow & Hali Long & Yuka Morikawa & Thomas J. Martin & Emma J. Birks & Kenneth S. Campbell & Jeanne Nerbonne & Kory Lavine & Lalita Wadhwa & Jun Wang & Diwakar Turaga & Ik, 2022. "Integrated multi-omic characterization of congenital heart disease," Nature, Nature, vol. 608(7921), pages 181-191, August.
- Hamilton Se-Hwee Oh & Jarod Rutledge & Daniel Nachun & Róbert Pálovics & Olamide Abiose & Patricia Moran-Losada & Divya Channappa & Deniz Yagmur Urey & Kate Kim & Yun Ju Sung & Lihua Wang & Jigyasha T, 2023. "Organ aging signatures in the plasma proteome track health and disease," Nature, Nature, vol. 624(7990), pages 164-172, December.
- Sonia Shah & Albert Henry & Carolina Roselli & Honghuang Lin & Garðar Sveinbjörnsson & Ghazaleh Fatemifar & Åsa K. Hedman & Jemma B. Wilk & Michael P. Morley & Mark D. Chaffin & Anna Helgadottir & Nie, 2020. "Genome-wide association and Mendelian randomisation analysis provide insights into the pathogenesis of heart failure," Nature Communications, Nature, vol. 11(1), pages 1-12, December.
- Benjamin B. Sun & Joshua Chiou & Matthew Traylor & Christian Benner & Yi-Hsiang Hsu & Tom G. Richardson & Praveen Surendran & Anubha Mahajan & Chloe Robins & Steven G. Vasquez-Grinnell & Liping Hou & , 2023. "Plasma proteomic associations with genetics and health in the UK Biobank," Nature, Nature, vol. 622(7982), pages 329-338, October.
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.- Siyu He & Chenxi Zhu & Yi Liu & Zhiqiang Xu & Rui Sun & Bin Yang & Xin Guo & Martin Herrmann i & Luis E. Muñoz & Inger Gjertsson & Rikard Holmdahl & Lunzhi Dai & Yi Zhao, 2025. "A longitudinal cohort study uncovers plasma protein biomarkers predating clinical onset and treatment response of rheumatoid arthritis," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
- Jing Sun & Yue Liu & Jianhui Zhao & Bin Lu & Siyun Zhou & Wei Lu & Jingsun Wei & Yeting Hu & Xiangxing Kong & Junshun Gao & Hong Guan & Junli Gao & Qian Xiao & Xue Li, 2024. "Plasma proteomic and polygenic profiling improve risk stratification and personalized screening for colorectal cancer," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
- Matthew C. Hill & Bridget Simonson & Carolina Roselli & Ling Xiao & Caroline N. Herndon & Mark Chaffin & Helene Mantineo & Ondine Atwa & Harshit Bhasin & Yasmine Guedira & Kenneth C. Bedi & Kenneth B., 2024. "Large-scale single-nuclei profiling identifies role for ATRNL1 in atrial fibrillation," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
- Wenbo Jiang & Hang Wang & Yiding Geng & Meijuan Guo & Yingdong Zuo & Sijia Han & Zijie Liu & Shuaijun Chen & Shuzhen Fan & Shangying Li & Conghui Qiao & Qianzhu Li & Bai Li & Yunpeng Zhang & Wei Wei &, 2025. "The health impacts and genetic architecture of food liking in cardio-metabolic diseases," Nature Communications, Nature, vol. 16(1), pages 1-20, December.
- Chengran Yang & Priyanka Gorijala & Jigyasha Timsina & Lihua Wang & Menghan Liu & Ciyang Wang & William Brock & Yueyao Wang & Fumihiko Urano & Yun Ju Sung & Carlos Cruchaga, 2025. "European and African ancestry-specific plasma protein-QTL and metabolite-QTL analyses identify ancestry-specific T2D effector proteins and metabolites," Nature Communications, Nature, vol. 16(1), pages 1-15, December.
- Amil M. Shah & Peder L. Myhre & Victoria Arthur & Pranav Dorbala & Humaira Rasheed & Leo F. Buckley & Brian Claggett & Guning Liu & Jianzhong Ma & Ngoc Quynh Nguyen & Kunihiro Matsushita & Chiadi Ndum, 2024. "Large scale plasma proteomics identifies novel proteins and protein networks associated with heart failure development," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
- Douglas P. Loesch & Manik Garg & Dorota Matelska & Dimitrios Vitsios & Xiao Jiang & Scott C. Ritchie & Benjamin B. Sun & Heiko Runz & Christopher D. Whelan & Rury R. Holman & Robert J. Mentz & Filipe , 2025. "Identification of plasma proteomic markers underlying polygenic risk of type 2 diabetes and related comorbidities," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
- Filippos Anagnostakis & Sarah Ko & Mehrshad Saadatinia & Jingyue Wang & Christos Davatzikos & Junhao Wen, 2025. "Multi-organ metabolome biological age implicates cardiometabolic conditions and mortality risk," Nature Communications, Nature, vol. 16(1), pages 1-14, December.
- Prabal Das & D. A. Sachindra & Kironmala Chanda, 2022. "Machine Learning-Based Rainfall Forecasting with Multiple Non-Linear Feature Selection Algorithms," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(15), pages 6043-6071, December.
- Paulo Infante & Gonçalo Jacinto & Anabela Afonso & Leonor Rego & Pedro Nogueira & Marcelo Silva & Vitor Nogueira & José Saias & Paulo Quaresma & Daniel Santos & Patrícia Góis & Paulo Rebelo Manuel, 2023. "Factors That Influence the Type of Road Traffic Accidents: A Case Study in a District of Portugal," Sustainability, MDPI, vol. 15(3), pages 1-16, January.
- Ephrem Habyarimana & Faheem S Baloch, 2021. "Machine learning models based on remote and proximal sensing as potential methods for in-season biomass yields prediction in commercial sorghum fields," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-23, March.
- Natalie DeForest & Yuqi Wang & Zhiyi Zhu & Jacqueline S. Dron & Ryan Koesterer & Pradeep Natarajan & Jason Flannick & Tiffany Amariuta & Gina M. Peloso & Amit R. Majithia, 2024. "Genome-wide discovery and integrative genomic characterization of insulin resistance loci using serum triglycerides to HDL-cholesterol ratio as a proxy," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
- Crespo, Cristian, 2020. "Two become one: improving the targeting of conditional cash transfers with a predictive model of school dropout," LSE Research Online Documents on Economics 123139, London School of Economics and Political Science, LSE Library.
- Alexander Wettstein & Gabriel Jenni & Ida Schneider & Fabienne Kühne & Martin grosse Holtforth & Roberto La Marca, 2023. "Predictors of Psychological Strain and Allostatic Load in Teachers: Examining the Long-Term Effects of Biopsychosocial Risk and Protective Factors Using a LASSO Regression Approach," IJERPH, MDPI, vol. 20(10), pages 1-20, May.
- Tang, Kayu & Parsons, David J. & Jude, Simon, 2019. "Comparison of automatic and guided learning for Bayesian networks to analyse pipe failures in the water distribution system," Reliability Engineering and System Safety, Elsevier, vol. 186(C), pages 24-36.
- Daifeng Xiang & Gangsheng Wang & Jing Tian & Wanyu Li, 2023. "Global patterns and edaphic-climatic controls of soil carbon decomposition kinetics predicted from incubation experiments," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
- Joel Podgorski & Oliver Kracht & Luis Araguas-Araguas & Stefan Terzer-Wassmuth & Jodie Miller & Ralf Straub & Rolf Kipfer & Michael Berg, 2024. "Groundwater vulnerability to pollution in Africa’s Sahel region," Nature Sustainability, Nature, vol. 7(5), pages 558-567, May.
- Tranos, Emmanouil & Incera, Andre Carrascal & Willis, George, 2022. "Using the web to predict regional trade flows: data extraction, modelling, and validation," OSF Preprints 9bu5z, Center for Open Science.
- Štefan Lyócsa & Petra Vašaničová & Branka Hadji Misheva & Marko Dávid Vateha, 2022. "Default or profit scoring credit systems? Evidence from European and US peer-to-peer lending markets," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-21, December.
- Baihan Wang & Alfred Pozarickij & Mohsen Mazidi & Neil Wright & Pang Yao & Saredo Said & Andri Iona & Christiana Kartsonaki & Hannah Fry & Kuang Lin & Yiping Chen & Huaidong Du & Daniel Avery & Dan Sc, 2025. "Comparative studies of 2168 plasma proteins measured by two affinity-based platforms in 4000 Chinese adults," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
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:16:y:2025:i:1:d:10.1038_s41467-025-62201-2. 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.
Printed from https://ideas.repec.org/a/nat/natcom/v16y2025i1d10.1038_s41467-025-62201-2.html