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Transcriptomic changes in peripheral blood mononuclear cells with weight loss: systematic literature review and primary data synthesis
BACKGROUND AND OBJECTIVES: Peripheral blood mononuclear cells (PBMCs) have shown promise as a tissue sensitive to subtle and possibly systemic transcriptomic changes, and as such may be useful in identifying responses to weight loss interventions. The primary aim was to comprehensively evaluate the...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8287703/ https://www.ncbi.nlm.nih.gov/pubmed/34281497 http://dx.doi.org/10.1186/s12263-021-00692-6 |
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author | Day, Kaitlin Dordevic, Aimee L. Truby, Helen Southey, Melissa C. Coort, Susan Murgia, Chiara |
author_facet | Day, Kaitlin Dordevic, Aimee L. Truby, Helen Southey, Melissa C. Coort, Susan Murgia, Chiara |
author_sort | Day, Kaitlin |
collection | PubMed |
description | BACKGROUND AND OBJECTIVES: Peripheral blood mononuclear cells (PBMCs) have shown promise as a tissue sensitive to subtle and possibly systemic transcriptomic changes, and as such may be useful in identifying responses to weight loss interventions. The primary aim was to comprehensively evaluate the transcriptomic changes that may occur during weight loss and to determine if there is a consistent response across intervention types in human populations of all ages. METHODS: Included studies were randomised control trials or cohort studies that administered an intervention primarily designed to decrease weight in any overweight or obese human population. A systematic search of the literature was conducted to obtain studies and gene expression databases were interrogated to locate corresponding transcriptomic datasets. Datasets were normalised using the ArrayAnalysis online tool and differential gene expression was determined using the limma package in R. Over-represented pathways were explored using the PathVisio software. Heatmaps and hierarchical clustering were utilised to visualise gene expression. RESULTS: Seven papers met the inclusion criteria, five of which had raw gene expression data available. Of these, three could be grouped into high responders (HR, ≥ 5% body weight loss) and low responders (LR). No genes were consistently differentially expressed between high and low responders across studies. Adolescents had the largest transcriptomic response to weight loss followed by adults who underwent bariatric surgery. Seven pathways were altered in two out of four studies following the intervention and the pathway ‘cytoplasmic ribosomal proteins’ (WikiPathways: WP477) was altered between HR and LR at baseline in the two datasets with both groups. Pathways related to ‘toll-like receptor signalling’ were altered in HR response to the weight loss intervention in two out of three datasets. CONCLUSIONS: Transcriptomic changes in PBMCs do occur in response to weight change. Transparent and standardised data reporting is needed to realise the potential of transcriptomics for investigating phenotypic features. REGISTRATION NUMBER: PROSPERO: CRD42019106582 SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12263-021-00692-6. |
format | Online Article Text |
id | pubmed-8287703 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82877032021-07-20 Transcriptomic changes in peripheral blood mononuclear cells with weight loss: systematic literature review and primary data synthesis Day, Kaitlin Dordevic, Aimee L. Truby, Helen Southey, Melissa C. Coort, Susan Murgia, Chiara Genes Nutr Review BACKGROUND AND OBJECTIVES: Peripheral blood mononuclear cells (PBMCs) have shown promise as a tissue sensitive to subtle and possibly systemic transcriptomic changes, and as such may be useful in identifying responses to weight loss interventions. The primary aim was to comprehensively evaluate the transcriptomic changes that may occur during weight loss and to determine if there is a consistent response across intervention types in human populations of all ages. METHODS: Included studies were randomised control trials or cohort studies that administered an intervention primarily designed to decrease weight in any overweight or obese human population. A systematic search of the literature was conducted to obtain studies and gene expression databases were interrogated to locate corresponding transcriptomic datasets. Datasets were normalised using the ArrayAnalysis online tool and differential gene expression was determined using the limma package in R. Over-represented pathways were explored using the PathVisio software. Heatmaps and hierarchical clustering were utilised to visualise gene expression. RESULTS: Seven papers met the inclusion criteria, five of which had raw gene expression data available. Of these, three could be grouped into high responders (HR, ≥ 5% body weight loss) and low responders (LR). No genes were consistently differentially expressed between high and low responders across studies. Adolescents had the largest transcriptomic response to weight loss followed by adults who underwent bariatric surgery. Seven pathways were altered in two out of four studies following the intervention and the pathway ‘cytoplasmic ribosomal proteins’ (WikiPathways: WP477) was altered between HR and LR at baseline in the two datasets with both groups. Pathways related to ‘toll-like receptor signalling’ were altered in HR response to the weight loss intervention in two out of three datasets. CONCLUSIONS: Transcriptomic changes in PBMCs do occur in response to weight change. Transparent and standardised data reporting is needed to realise the potential of transcriptomics for investigating phenotypic features. REGISTRATION NUMBER: PROSPERO: CRD42019106582 SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12263-021-00692-6. BioMed Central 2021-07-19 /pmc/articles/PMC8287703/ /pubmed/34281497 http://dx.doi.org/10.1186/s12263-021-00692-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Review Day, Kaitlin Dordevic, Aimee L. Truby, Helen Southey, Melissa C. Coort, Susan Murgia, Chiara Transcriptomic changes in peripheral blood mononuclear cells with weight loss: systematic literature review and primary data synthesis |
title | Transcriptomic changes in peripheral blood mononuclear cells with weight loss: systematic literature review and primary data synthesis |
title_full | Transcriptomic changes in peripheral blood mononuclear cells with weight loss: systematic literature review and primary data synthesis |
title_fullStr | Transcriptomic changes in peripheral blood mononuclear cells with weight loss: systematic literature review and primary data synthesis |
title_full_unstemmed | Transcriptomic changes in peripheral blood mononuclear cells with weight loss: systematic literature review and primary data synthesis |
title_short | Transcriptomic changes in peripheral blood mononuclear cells with weight loss: systematic literature review and primary data synthesis |
title_sort | transcriptomic changes in peripheral blood mononuclear cells with weight loss: systematic literature review and primary data synthesis |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8287703/ https://www.ncbi.nlm.nih.gov/pubmed/34281497 http://dx.doi.org/10.1186/s12263-021-00692-6 |
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