Weight changes in hypertensive patients with phlegm-dampness syndrome: an integrated proteomics and metabolomics approach

Abstract Background Hypertension (HTN) patients who have phlegm-dampness syndrome (PDS) tend to be obese and have worse outcomes. However, the association of body weight (BW) changes and mechanisms underlying the pathophysiology of HTN-PDS are not well elucidated. This study aims to identify the lon...

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Main Authors: Chi Zhang, Li Li, Shiping Cheng, Debajyoti Chowdhury, Yong Tan, Xinru Liu, Ning Zhao, Xiaojuan He, Miao Jiang, Cheng Lu, Aiping Lyu
Format: Article
Language:English
Published: BMC 2021-07-01
Series:Chinese Medicine
Subjects:
Online Access:https://doi.org/10.1186/s13020-021-00462-x
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spelling doaj-b20468261d594dcda11b9dd3c6efc5be2021-07-11T11:10:18ZengBMCChinese Medicine1749-85462021-07-0116111410.1186/s13020-021-00462-xWeight changes in hypertensive patients with phlegm-dampness syndrome: an integrated proteomics and metabolomics approachChi Zhang0Li Li1Shiping Cheng2Debajyoti Chowdhury3Yong Tan4Xinru Liu5Ning Zhao6Xiaojuan He7Miao Jiang8Cheng Lu9Aiping Lyu10Dongzhimen Hospital, Beijing University of Chinese MedicineInstitute of Basic Research in Clinical Medicine, China Academy of Chinese Medical SciencesSchool of Nursing, Jiangxi University of Traditional Chinese MedicineInstitute of Integrated Bioinformedicine & Translational Science, Hong Kong Baptist UniversityInstitute of Basic Research in Clinical Medicine, China Academy of Chinese Medical SciencesSchool of Pharmacy, Second Military Medical UniversityInstitute of Basic Research in Clinical Medicine, China Academy of Chinese Medical SciencesInstitute of Basic Research in Clinical Medicine, China Academy of Chinese Medical SciencesInstitute of Basic Research in Clinical Medicine, China Academy of Chinese Medical SciencesInstitute of Basic Research in Clinical Medicine, China Academy of Chinese Medical SciencesInstitute of Integrated Bioinformedicine & Translational Science, Hong Kong Baptist UniversityAbstract Background Hypertension (HTN) patients who have phlegm-dampness syndrome (PDS) tend to be obese and have worse outcomes. However, the association of body weight (BW) changes and mechanisms underlying the pathophysiology of HTN-PDS are not well elucidated. This study aims to identify the longitudinal observations associated with the circulating markers discriminating BW changes of individuals with HTN-PDS. Methods An integrative approach relying on metabolomics and proteomics was applied to serum samples from HTN-PDS patients in a prospective cohort to identify the plausible mechanistic pathways underpinning HTN-PDS pathophysiology. Study participants were determined to have experienced a weight change if they showed a 5%–15% increase/reduction in BW at the end of the follow-up period. The joint pathway analysis and network analysis were performed using Ingenuity Pathway Analysis (IPA®) on the serum samples obtained from the participants over the period. Results The study involved 22 HTN-PDS patients who were overweight initially and were able to lose enough weight and 24 HTN-PDS individuals who developed overweight from normal BMI during a one-year follow-up. Our analysis suggested three types of phosphatidylcholine (PC) were altered. PC (22:2(13Z,16Z)/24:1(15Z)) and LysoPC (16:1(9Z)) were decreased in Queryweight gain samples, whereas the levels of PC (14:0/16:0) were increased in weight loss samples. The metabolomic analysis suggested 24 metabolites associated with HTN-PDS. Of them, 13 were up-regulated and 11 were down-regulated. The two-dimensional difference gel electrophoresis (2D DIGE) identified 45 phosphorylated proteins got altered in the HTN-PDS patients, wherein 23 were up-regulated and 22 were down-regulated. Integrated proteomic and metabolomics analyse acknowledged biomarkers PC, Complement C3, C4a/C4b, A2M and SERPINF1 as strong predictors for BW changes in HTN-PDS patients. Conclusion The combined serum proteomic and metabolomic profiling reveals a link between BW change and the complement system activity, altered phosphatidylcholine metabolism in HTN-PDS patients. Future studies with larger cohorts are required to strengthen and validate these findings.https://doi.org/10.1186/s13020-021-00462-xHypertensionChinese medicine syndromeMetabolomicsProteomicsLongitudinal study
collection DOAJ
language English
format Article
sources DOAJ
author Chi Zhang
Li Li
Shiping Cheng
Debajyoti Chowdhury
Yong Tan
Xinru Liu
Ning Zhao
Xiaojuan He
Miao Jiang
Cheng Lu
Aiping Lyu
spellingShingle Chi Zhang
Li Li
Shiping Cheng
Debajyoti Chowdhury
Yong Tan
Xinru Liu
Ning Zhao
Xiaojuan He
Miao Jiang
Cheng Lu
Aiping Lyu
Weight changes in hypertensive patients with phlegm-dampness syndrome: an integrated proteomics and metabolomics approach
Chinese Medicine
Hypertension
Chinese medicine syndrome
Metabolomics
Proteomics
Longitudinal study
author_facet Chi Zhang
Li Li
Shiping Cheng
Debajyoti Chowdhury
Yong Tan
Xinru Liu
Ning Zhao
Xiaojuan He
Miao Jiang
Cheng Lu
Aiping Lyu
author_sort Chi Zhang
title Weight changes in hypertensive patients with phlegm-dampness syndrome: an integrated proteomics and metabolomics approach
title_short Weight changes in hypertensive patients with phlegm-dampness syndrome: an integrated proteomics and metabolomics approach
title_full Weight changes in hypertensive patients with phlegm-dampness syndrome: an integrated proteomics and metabolomics approach
title_fullStr Weight changes in hypertensive patients with phlegm-dampness syndrome: an integrated proteomics and metabolomics approach
title_full_unstemmed Weight changes in hypertensive patients with phlegm-dampness syndrome: an integrated proteomics and metabolomics approach
title_sort weight changes in hypertensive patients with phlegm-dampness syndrome: an integrated proteomics and metabolomics approach
publisher BMC
series Chinese Medicine
issn 1749-8546
publishDate 2021-07-01
description Abstract Background Hypertension (HTN) patients who have phlegm-dampness syndrome (PDS) tend to be obese and have worse outcomes. However, the association of body weight (BW) changes and mechanisms underlying the pathophysiology of HTN-PDS are not well elucidated. This study aims to identify the longitudinal observations associated with the circulating markers discriminating BW changes of individuals with HTN-PDS. Methods An integrative approach relying on metabolomics and proteomics was applied to serum samples from HTN-PDS patients in a prospective cohort to identify the plausible mechanistic pathways underpinning HTN-PDS pathophysiology. Study participants were determined to have experienced a weight change if they showed a 5%–15% increase/reduction in BW at the end of the follow-up period. The joint pathway analysis and network analysis were performed using Ingenuity Pathway Analysis (IPA®) on the serum samples obtained from the participants over the period. Results The study involved 22 HTN-PDS patients who were overweight initially and were able to lose enough weight and 24 HTN-PDS individuals who developed overweight from normal BMI during a one-year follow-up. Our analysis suggested three types of phosphatidylcholine (PC) were altered. PC (22:2(13Z,16Z)/24:1(15Z)) and LysoPC (16:1(9Z)) were decreased in Queryweight gain samples, whereas the levels of PC (14:0/16:0) were increased in weight loss samples. The metabolomic analysis suggested 24 metabolites associated with HTN-PDS. Of them, 13 were up-regulated and 11 were down-regulated. The two-dimensional difference gel electrophoresis (2D DIGE) identified 45 phosphorylated proteins got altered in the HTN-PDS patients, wherein 23 were up-regulated and 22 were down-regulated. Integrated proteomic and metabolomics analyse acknowledged biomarkers PC, Complement C3, C4a/C4b, A2M and SERPINF1 as strong predictors for BW changes in HTN-PDS patients. Conclusion The combined serum proteomic and metabolomic profiling reveals a link between BW change and the complement system activity, altered phosphatidylcholine metabolism in HTN-PDS patients. Future studies with larger cohorts are required to strengthen and validate these findings.
topic Hypertension
Chinese medicine syndrome
Metabolomics
Proteomics
Longitudinal study
url https://doi.org/10.1186/s13020-021-00462-x
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