Molecular Pathways Mediating Immunosuppression in Response to Prolonged Intensive Physical Training, Low-Energy Availability, and Intensive Weight Loss

Exercise and exercise-induced weight loss have a beneficial effect on overall health, including positive effects on molecular pathways associated with immune function, especially in overweight individuals. The main aim of our study was to assess how energy deprivation (i.e., “semi-starvation”) leadi...

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Main Authors: Heikki V. Sarin, Ivan Gudelj, Jarno Honkanen, Johanna K. Ihalainen, Arja Vuorela, Joseph H. Lee, Zhenzhen Jin, Joseph D. Terwilliger, Ville Isola, Juha P. Ahtiainen, Keijo Häkkinen, Julija Jurić, Gordan Lauc, Kati Kristiansson, Juha J. Hulmi, Markus Perola
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-05-01
Series:Frontiers in Immunology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fimmu.2019.00907/full
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author Heikki V. Sarin
Heikki V. Sarin
Ivan Gudelj
Jarno Honkanen
Jarno Honkanen
Johanna K. Ihalainen
Johanna K. Ihalainen
Arja Vuorela
Joseph H. Lee
Zhenzhen Jin
Joseph D. Terwilliger
Ville Isola
Juha P. Ahtiainen
Keijo Häkkinen
Julija Jurić
Gordan Lauc
Gordan Lauc
Kati Kristiansson
Kati Kristiansson
Juha J. Hulmi
Juha J. Hulmi
Markus Perola
Markus Perola
spellingShingle Heikki V. Sarin
Heikki V. Sarin
Ivan Gudelj
Jarno Honkanen
Jarno Honkanen
Johanna K. Ihalainen
Johanna K. Ihalainen
Arja Vuorela
Joseph H. Lee
Zhenzhen Jin
Joseph D. Terwilliger
Ville Isola
Juha P. Ahtiainen
Keijo Häkkinen
Julija Jurić
Gordan Lauc
Gordan Lauc
Kati Kristiansson
Kati Kristiansson
Juha J. Hulmi
Juha J. Hulmi
Markus Perola
Markus Perola
Molecular Pathways Mediating Immunosuppression in Response to Prolonged Intensive Physical Training, Low-Energy Availability, and Intensive Weight Loss
Frontiers in Immunology
immunosuppression
low energy availability
physical training
bioinformatics
weight loss
author_facet Heikki V. Sarin
Heikki V. Sarin
Ivan Gudelj
Jarno Honkanen
Jarno Honkanen
Johanna K. Ihalainen
Johanna K. Ihalainen
Arja Vuorela
Joseph H. Lee
Zhenzhen Jin
Joseph D. Terwilliger
Ville Isola
Juha P. Ahtiainen
Keijo Häkkinen
Julija Jurić
Gordan Lauc
Gordan Lauc
Kati Kristiansson
Kati Kristiansson
Juha J. Hulmi
Juha J. Hulmi
Markus Perola
Markus Perola
author_sort Heikki V. Sarin
title Molecular Pathways Mediating Immunosuppression in Response to Prolonged Intensive Physical Training, Low-Energy Availability, and Intensive Weight Loss
title_short Molecular Pathways Mediating Immunosuppression in Response to Prolonged Intensive Physical Training, Low-Energy Availability, and Intensive Weight Loss
title_full Molecular Pathways Mediating Immunosuppression in Response to Prolonged Intensive Physical Training, Low-Energy Availability, and Intensive Weight Loss
title_fullStr Molecular Pathways Mediating Immunosuppression in Response to Prolonged Intensive Physical Training, Low-Energy Availability, and Intensive Weight Loss
title_full_unstemmed Molecular Pathways Mediating Immunosuppression in Response to Prolonged Intensive Physical Training, Low-Energy Availability, and Intensive Weight Loss
title_sort molecular pathways mediating immunosuppression in response to prolonged intensive physical training, low-energy availability, and intensive weight loss
publisher Frontiers Media S.A.
series Frontiers in Immunology
issn 1664-3224
publishDate 2019-05-01
description Exercise and exercise-induced weight loss have a beneficial effect on overall health, including positive effects on molecular pathways associated with immune function, especially in overweight individuals. The main aim of our study was to assess how energy deprivation (i.e., “semi-starvation”) leading to substantial fat mass loss affects the immune system and immunosuppression in previously normal weight individuals. Thus, to address this hypothesis, we applied a high-throughput systems biology approach to better characterize potential key pathways associated with immune system modulation during intensive weight loss and subsequent weight regain. We examined 42 healthy female physique athletes (age 27.5 ± 4.0 years, body mass index 23.4 ± 1.7 kg/m2) volunteered into either a diet group (n = 25) or a control group (n = 17). For the diet group, the energy intake was reduced and exercise levels were increased to induce loss of fat mass that was subsequently regained during a recovery period. The control group was instructed to maintain their typical lifestyle, exercise levels, and energy intake at a constant level. For quantification of systems biology markers, fasting blood samples were drawn at three time points: baseline (PRE), at the end of the weight loss period (MID 21.1 ± 3.1 weeks after PRE), and at the end of the weight regain period (POST 18.4 ± 2.9 weeks after MID). In contrast to the control group, the diet group showed significant (false discovery rate <0.05) alteration of all measured immune function parameters—white blood cells (WBCs), immunoglobulin G glycome, leukocyte transcriptome, and cytokine profile. Integrative omics suggested effects on multiple levels of immune system as dysregulated hematopoiesis, suppressed immune cell proliferation, attenuated systemic inflammation, and loss of immune cell function by reduced antibody and chemokine secretion was implied after intense weight loss. During the weight regain period, the majority of the measured immune system parameters returned back to the baseline. In summary, this study elucidated a number of molecular pathways presumably explaining immunosuppression in individuals going through prolonged periods of intense training with low-energy availability. Our findings also reinforce the perception that the way in which weight loss is achieved (i.e., dietary restriction, exercise, or both) has a distinct effect on how the immune system is modulated.
topic immunosuppression
low energy availability
physical training
bioinformatics
weight loss
url https://www.frontiersin.org/article/10.3389/fimmu.2019.00907/full
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spelling doaj-fefd2f18656b440c8d6f78ac132d75bb2020-11-25T00:48:16ZengFrontiers Media S.A.Frontiers in Immunology1664-32242019-05-011010.3389/fimmu.2019.00907451324Molecular Pathways Mediating Immunosuppression in Response to Prolonged Intensive Physical Training, Low-Energy Availability, and Intensive Weight LossHeikki V. Sarin0Heikki V. Sarin1Ivan Gudelj2Jarno Honkanen3Jarno Honkanen4Johanna K. Ihalainen5Johanna K. Ihalainen6Arja Vuorela7Joseph H. Lee8Zhenzhen Jin9Joseph D. Terwilliger10Ville Isola11Juha P. Ahtiainen12Keijo Häkkinen13Julija Jurić14Gordan Lauc15Gordan Lauc16Kati Kristiansson17Kati Kristiansson18Juha J. Hulmi19Juha J. Hulmi20Markus Perola21Markus Perola22Genomics and Biomarkers Unit, National Institute for Health and Welfare, Helsinki, FinlandResearch Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, FinlandGenos Glycoscience Research Laboratory, Zagreb, CroatiaResearch Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, FinlandPedia Laboratory, Clinicum, University of Helsinki, Helsinki, FinlandFaculty of Sport and Health Sciences, Neuromuscular Research Center, Biology of Physical Activity, University of Jyväskylä, Jyväskylä, FinlandDepartment of Health Sciences, Swedish Winter Sports Research Centre, Mid Sweden University, Östersund, SwedenPedia Laboratory, Clinicum, University of Helsinki, Helsinki, FinlandSergievsky Center, Taub Institute and Departments of Epidemiology and Neurology, Columbia University, New York, NY, United StatesDepartment of Biostatistics, Columbia University, New York, NY, United StatesDivision of Medical Genetics, Departments of Psychiatry, Genetics & Development, Sergievsky Center, New York State Psychiatric Institute, Columbia University, New York, NY, United StatesFaculty of Sport and Health Sciences, Neuromuscular Research Center, Biology of Physical Activity, University of Jyväskylä, Jyväskylä, FinlandFaculty of Sport and Health Sciences, Neuromuscular Research Center, Biology of Physical Activity, University of Jyväskylä, Jyväskylä, FinlandFaculty of Sport and Health Sciences, Neuromuscular Research Center, Biology of Physical Activity, University of Jyväskylä, Jyväskylä, FinlandGenos Glycoscience Research Laboratory, Zagreb, CroatiaGenos Glycoscience Research Laboratory, Zagreb, Croatia0Department of Biochemistry and Molecular Biology, Faculty of Pharmacy and Biochemistry, University of Zagreb, Zagreb, CroatiaGenomics and Biomarkers Unit, National Institute for Health and Welfare, Helsinki, FinlandResearch Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, FinlandFaculty of Sport and Health Sciences, Neuromuscular Research Center, Biology of Physical Activity, University of Jyväskylä, Jyväskylä, Finland1Department of Physiology, Faculty of Medicine, University of Helsinki, Helsinki, FinlandGenomics and Biomarkers Unit, National Institute for Health and Welfare, Helsinki, FinlandResearch Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, FinlandExercise and exercise-induced weight loss have a beneficial effect on overall health, including positive effects on molecular pathways associated with immune function, especially in overweight individuals. The main aim of our study was to assess how energy deprivation (i.e., “semi-starvation”) leading to substantial fat mass loss affects the immune system and immunosuppression in previously normal weight individuals. Thus, to address this hypothesis, we applied a high-throughput systems biology approach to better characterize potential key pathways associated with immune system modulation during intensive weight loss and subsequent weight regain. We examined 42 healthy female physique athletes (age 27.5 ± 4.0 years, body mass index 23.4 ± 1.7 kg/m2) volunteered into either a diet group (n = 25) or a control group (n = 17). For the diet group, the energy intake was reduced and exercise levels were increased to induce loss of fat mass that was subsequently regained during a recovery period. The control group was instructed to maintain their typical lifestyle, exercise levels, and energy intake at a constant level. For quantification of systems biology markers, fasting blood samples were drawn at three time points: baseline (PRE), at the end of the weight loss period (MID 21.1 ± 3.1 weeks after PRE), and at the end of the weight regain period (POST 18.4 ± 2.9 weeks after MID). In contrast to the control group, the diet group showed significant (false discovery rate <0.05) alteration of all measured immune function parameters—white blood cells (WBCs), immunoglobulin G glycome, leukocyte transcriptome, and cytokine profile. Integrative omics suggested effects on multiple levels of immune system as dysregulated hematopoiesis, suppressed immune cell proliferation, attenuated systemic inflammation, and loss of immune cell function by reduced antibody and chemokine secretion was implied after intense weight loss. During the weight regain period, the majority of the measured immune system parameters returned back to the baseline. In summary, this study elucidated a number of molecular pathways presumably explaining immunosuppression in individuals going through prolonged periods of intense training with low-energy availability. Our findings also reinforce the perception that the way in which weight loss is achieved (i.e., dietary restriction, exercise, or both) has a distinct effect on how the immune system is modulated.https://www.frontiersin.org/article/10.3389/fimmu.2019.00907/fullimmunosuppressionlow energy availabilityphysical trainingbioinformaticsweight loss