Revealing the role of the human blood plasma proteome in obesity using genetic drivers
Blood circulating proteins are confounded readouts of the biological processes that occur in different tissues and organs. Many proteins have been linked to complex disorders and are also under substantial genetic control. Here, we investigate the associations between over 1000 blood circulating pro...
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| Vydané v: | Nature communications Ročník 12; číslo 1; s. 1279 - 13 |
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| Hlavní autori: | , , , , , , , , , , , |
| Médium: | Journal Article |
| Jazyk: | English |
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London
Nature Publishing Group UK
24.02.2021
Nature Publishing Group Nature Portfolio |
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| ISSN: | 2041-1723, 2041-1723 |
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| Abstract | Blood circulating proteins are confounded readouts of the biological processes that occur in different tissues and organs. Many proteins have been linked to complex disorders and are also under substantial genetic control. Here, we investigate the associations between over 1000 blood circulating proteins and body mass index (BMI) in three studies including over 4600 participants. We show that BMI is associated with widespread changes in the plasma proteome. We observe 152 replicated protein associations with BMI. 24 proteins also associate with a genome-wide polygenic score (GPS) for BMI. These proteins are involved in lipid metabolism and inflammatory pathways impacting clinically relevant pathways of adiposity. Mendelian randomization suggests a bi-directional causal relationship of BMI with LEPR/LEP, IGFBP1, and WFIKKN2, a protein-to-BMI relationship for AGER, DPT, and CTSA, and a BMI-to-protein relationship for another 21 proteins. Combined with animal model and tissue-specific gene expression data, our findings suggest potential therapeutic targets further elucidating the role of these proteins in obesity associated pathologies.
Blood circulating proteins reflect biological processes, thus providing insight into complex traits. Here the authors study the relationship between 1000 plasma proteins and body mass index (BMI), highlighting widespread proteome changes and causal relationships between BMI and specific proteins. |
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| AbstractList | Blood circulating proteins are confounded readouts of the biological processes that occur in different tissues and organs. Many proteins have been linked to complex disorders and are also under substantial genetic control. Here, we investigate the associations between over 1000 blood circulating proteins and body mass index (BMI) in three studies including over 4600 participants. We show that BMI is associated with widespread changes in the plasma proteome. We observe 152 replicated protein associations with BMI. 24 proteins also associate with a genome-wide polygenic score (GPS) for BMI. These proteins are involved in lipid metabolism and inflammatory pathways impacting clinically relevant pathways of adiposity. Mendelian randomization suggests a bi-directional causal relationship of BMI with LEPR/LEP, IGFBP1, and WFIKKN2, a protein-to-BMI relationship for AGER, DPT, and CTSA, and a BMI-to-protein relationship for another 21 proteins. Combined with animal model and tissue-specific gene expression data, our findings suggest potential therapeutic targets further elucidating the role of these proteins in obesity associated pathologies.Blood circulating proteins reflect biological processes, thus providing insight into complex traits. Here the authors study the relationship between 1000 plasma proteins and body mass index (BMI), highlighting widespread proteome changes and causal relationships between BMI and specific proteins. Blood circulating proteins are confounded readouts of the biological processes that occur in different tissues and organs. Many proteins have been linked to complex disorders and are also under substantial genetic control. Here, we investigate the associations between over 1000 blood circulating proteins and body mass index (BMI) in three studies including over 4600 participants. We show that BMI is associated with widespread changes in the plasma proteome. We observe 152 replicated protein associations with BMI. 24 proteins also associate with a genome-wide polygenic score (GPS) for BMI. These proteins are involved in lipid metabolism and inflammatory pathways impacting clinically relevant pathways of adiposity. Mendelian randomization suggests a bi-directional causal relationship of BMI with LEPR/LEP, IGFBP1, and WFIKKN2, a protein-to-BMI relationship for AGER, DPT, and CTSA, and a BMI-to-protein relationship for another 21 proteins. Combined with animal model and tissue-specific gene expression data, our findings suggest potential therapeutic targets further elucidating the role of these proteins in obesity associated pathologies. Blood circulating proteins are confounded readouts of the biological processes that occur in different tissues and organs. Many proteins have been linked to complex disorders and are also under substantial genetic control. Here, we investigate the associations between over 1000 blood circulating proteins and body mass index (BMI) in three studies including over 4600 participants. We show that BMI is associated with widespread changes in the plasma proteome. We observe 152 replicated protein associations with BMI. 24 proteins also associate with a genome-wide polygenic score (GPS) for BMI. These proteins are involved in lipid metabolism and inflammatory pathways impacting clinically relevant pathways of adiposity. Mendelian randomization suggests a bi-directional causal relationship of BMI with LEPR/LEP, IGFBP1, and WFIKKN2, a protein-to-BMI relationship for AGER, DPT, and CTSA, and a BMI-to-protein relationship for another 21 proteins. Combined with animal model and tissue-specific gene expression data, our findings suggest potential therapeutic targets further elucidating the role of these proteins in obesity associated pathologies.Blood circulating proteins are confounded readouts of the biological processes that occur in different tissues and organs. Many proteins have been linked to complex disorders and are also under substantial genetic control. Here, we investigate the associations between over 1000 blood circulating proteins and body mass index (BMI) in three studies including over 4600 participants. We show that BMI is associated with widespread changes in the plasma proteome. We observe 152 replicated protein associations with BMI. 24 proteins also associate with a genome-wide polygenic score (GPS) for BMI. These proteins are involved in lipid metabolism and inflammatory pathways impacting clinically relevant pathways of adiposity. Mendelian randomization suggests a bi-directional causal relationship of BMI with LEPR/LEP, IGFBP1, and WFIKKN2, a protein-to-BMI relationship for AGER, DPT, and CTSA, and a BMI-to-protein relationship for another 21 proteins. Combined with animal model and tissue-specific gene expression data, our findings suggest potential therapeutic targets further elucidating the role of these proteins in obesity associated pathologies. Blood circulating proteins are confounded readouts of the biological processes that occur in different tissues and organs. Many proteins have been linked to complex disorders and are also under substantial genetic control. Here, we investigate the associations between over 1000 blood circulating proteins and body mass index (BMI) in three studies including over 4600 participants. We show that BMI is associated with widespread changes in the plasma proteome. We observe 152 replicated protein associations with BMI. 24 proteins also associate with a genome-wide polygenic score (GPS) for BMI. These proteins are involved in lipid metabolism and inflammatory pathways impacting clinically relevant pathways of adiposity. Mendelian randomization suggests a bi-directional causal relationship of BMI with LEPR/LEP, IGFBP1, and WFIKKN2, a protein-to-BMI relationship for AGER, DPT, and CTSA, and a BMI-to-protein relationship for another 21 proteins. Combined with animal model and tissue-specific gene expression data, our findings suggest potential therapeutic targets further elucidating the role of these proteins in obesity associated pathologies. Blood circulating proteins reflect biological processes, thus providing insight into complex traits. Here the authors study the relationship between 1000 plasma proteins and body mass index (BMI), highlighting widespread proteome changes and causal relationships between BMI and specific proteins. Blood circulating proteins reflect biological processes, thus providing insight into complex traits. Here the authors study the relationship between 1000 plasma proteins and body mass index (BMI), highlighting widespread proteome changes and causal relationships between BMI and specific proteins. |
| ArticleNumber | 1279 |
| Author | Rathmann, Wolfgang Sharma, Sapna Molnar, Megan Grallert, Harald Elhadad, Mohamed A. Waldenberger, Melanie Zaghlool, Shaza B. Peters, Annette Matías-García, Pamela R. Graumann, Johannes Suhre, Karsten Gieger, Christian |
| Author_xml | – sequence: 1 givenname: Shaza B. orcidid: 0000-0002-9132-8030 surname: Zaghlool fullname: Zaghlool, Shaza B. organization: Department of Physiology and Biophysics, Weill Cornell Medicine-Qatar – sequence: 2 givenname: Sapna surname: Sharma fullname: Sharma, Sapna organization: Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, German Center for Diabetes Research (DZD) – sequence: 3 givenname: Megan orcidid: 0000-0003-4937-2887 surname: Molnar fullname: Molnar, Megan organization: Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health – sequence: 4 givenname: Pamela R. surname: Matías-García fullname: Matías-García, Pamela R. organization: Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, TUM School of Medicine, Technical University of Munich – sequence: 5 givenname: Mohamed A. orcidid: 0000-0002-6758-8369 surname: Elhadad fullname: Elhadad, Mohamed A. organization: Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, German Centre for Cardiovascular Research (DZHK), Partner Site Munich Heart Alliance – sequence: 6 givenname: Melanie orcidid: 0000-0003-0583-5093 surname: Waldenberger fullname: Waldenberger, Melanie organization: Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, German Research Center for Cardiovascular Research (DZHK), Partner Site Munich Heart Alliance – sequence: 7 givenname: Annette orcidid: 0000-0001-6645-0985 surname: Peters fullname: Peters, Annette organization: Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, German Center for Diabetes Research (DZD), German Research Center for Cardiovascular Research (DZHK), Partner Site Munich Heart Alliance – sequence: 8 givenname: Wolfgang surname: Rathmann fullname: Rathmann, Wolfgang organization: German Center for Diabetes Research (DZD), Institute of Biometrics and Epidemiology, German Diabetes Center – sequence: 9 givenname: Johannes orcidid: 0000-0002-3015-5850 surname: Graumann fullname: Graumann, Johannes organization: Scientific Service Group Biomolecular Mass Spectrometry, Max Planck Institute for Heart and Lung Research, W.G. Kerckhoff Institute, German Centre for Cardiovascular Research (DZHK), Partner Site Rhine-Main, Max Planck Institute of Heart and Lung Research – sequence: 10 givenname: Christian surname: Gieger fullname: Gieger, Christian organization: Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, German Center for Diabetes Research (DZD) – sequence: 11 givenname: Harald surname: Grallert fullname: Grallert, Harald organization: Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, German Center for Diabetes Research (DZD) – sequence: 12 givenname: Karsten orcidid: 0000-0001-9638-3912 surname: Suhre fullname: Suhre, Karsten email: karsten@suhre.fr organization: Department of Physiology and Biophysics, Weill Cornell Medicine-Qatar |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33627659$$D View this record in MEDLINE/PubMed |
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| Title | Revealing the role of the human blood plasma proteome in obesity using genetic drivers |
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