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Mahapatra G, Gao Z, Bateman JR, Lockhart SN, Bergstrom J, Piloso JE, Craft S, Molina AJA. Peripheral Blood Cells From Older Adults Exhibit Sex-Associated Differences in Mitochondrial Function. J Gerontol A Biol Sci Med Sci 2024; 79:glae098. [PMID: 38602189 PMCID: PMC11059251 DOI: 10.1093/gerona/glae098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Indexed: 04/12/2024] Open
Abstract
Blood-based mitochondrial bioenergetic profiling is a feasible, economical, and minimally invasive approach that can be used to examine mitochondrial function and energy metabolism in human subjects. In this study, we use 2 complementary respirometric techniques to evaluate mitochondrial bioenergetics in both intact and permeabilized peripheral blood mononuclear cells (PBMCs) and platelets to examine sex dimorphism in mitochondrial function among older adults. Employing equal numbers of PBMCs and platelets to assess mitochondrial bioenergetics, we observe significantly higher respiration rates in female compared to male participants. Mitochondrial bioenergetic differences remain significant after controlling for independent parameters including demographic parameters (age, years of education), and cognitive parameters (mPACC5, COGDX). Our study illustrates that circulating blood cells, immune cells in particular, have distinctly different mitochondrial bioenergetic profiles between females and males. These differences should be taken into account as blood-based bioenergetic profiling is now commonly used to understand the role of mitochondrial bioenergetics in human health and aging.
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Affiliation(s)
- Gargi Mahapatra
- Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Zhengrong Gao
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - James R Bateman
- Department of Neurology, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Samuel Neal Lockhart
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Jaclyn Bergstrom
- Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Jemima Elizabeth Piloso
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Suzanne Craft
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Anthony J A Molina
- Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, University of California San Diego School of Medicine, La Jolla, California, USA
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Gonzalez-Armenta JL, Bergstrom J, Lee J, Furdui CM, Nicklas BJ, Molina AJA. Serum factors mediate changes in mitochondrial bioenergetics associated with diet and exercise interventions. GeroScience 2024; 46:349-365. [PMID: 37368157 PMCID: PMC10828137 DOI: 10.1007/s11357-023-00855-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 06/15/2023] [Indexed: 06/28/2023] Open
Abstract
Mitochondrial improvements resulting from behavioral interventions, such as diet and exercise, are systemic and apparent across multiple tissues. Here, we test the hypothesis that factors present in serum, and therefore circulating throughout the body, can mediate changes in mitochondrial function in response to intervention. To investigate this, we used stored serum from a clinical trial comparing resistance training (RT) and RT plus caloric restriction (RT + CR) to examine effects of blood borne circulating factors on myoblasts in vitro. We report that exposure to dilute serum is sufficient to mediate bioenergetic benefits of these interventions. Additionally, serum-mediated bioenergetic changes can differentiate between interventions, recapitulate sex differences in bioenergetic responses, and is linked to improvements in physical function and inflammation. Using metabolomics, we identified circulating factors associated with changes in mitochondrial bioenergetics and the effects of interventions. This study provides new evidence that circulating factors play a role in the beneficial effects of interventions that improve healthspan among older adults. Understanding the factors that drive improvements in mitochondrial function is a key step towards predicting intervention outcomes and developing strategies to countermand systemic age-related bioenergetic decline.
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Affiliation(s)
- Jenny L Gonzalez-Armenta
- Section On Gerontology and Geriatrics, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Jaclyn Bergstrom
- Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, University of California San Diego School of Medicine, 9500 Gilman Drive, MC 0665, La Jolla, CA, 92093-0665, USA
| | - Jingyun Lee
- Proteomics and Metabolomics Shared Resource, Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Cristina M Furdui
- Section On Molecular Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Barbara J Nicklas
- Section On Gerontology and Geriatrics, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Anthony J A Molina
- Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, University of California San Diego School of Medicine, 9500 Gilman Drive, MC 0665, La Jolla, CA, 92093-0665, USA.
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Mahapatra G, Gao Z, Bateman JR, Lockhart SN, Bergstrom J, DeWitt AR, Piloso JE, Kramer PA, Gonzalez-Armenta JL, Amick A, Casanova R, Craft S, Molina AJA. Blood-based bioenergetic profiling reveals differences in mitochondrial function associated with cognitive performance and Alzheimer's disease. Alzheimers Dement 2023; 19:1466-1478. [PMID: 35870133 PMCID: PMC9868193 DOI: 10.1002/alz.12731] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 05/26/2022] [Accepted: 06/01/2022] [Indexed: 01/26/2023]
Abstract
INTRODUCTION Despite evidence for systemic mitochondrial dysfunction early in Alzheimer's disease (AD) pathogenesis, reliable approaches monitoring these key bioenergetic alterations are lacking. We used peripheral blood mononuclear cells (PBMCs) and platelets as reporters of mitochondrial function in the context of cognitive impairment and AD. METHODS Mitochondrial function was analyzed using complementary respirometric approaches in intact and permeabilized cells from older adults with normal cognition, mild cognitive impairment (MCI), and dementia due to probable AD. Clinical outcomes included measures of cognitive function and brain morphology. RESULTS PBMC and platelet bioenergetic parameters were lowest in dementia participants. MCI platelets exhibited higher maximal respiration than normocognitives. PBMC and platelet respiration positively associated with cognitive ability and hippocampal volume, and negatively associated with white matter hyperintensities. DISCUSSION Our findings indicate blood-based bioenergetic profiling can be used as a minimally invasive approach for measuring systemic bioenergetic differences associated with dementia, and may be used to monitor bioenergetic changes associated with AD risk and progression. HIGHLIGHTS Peripheral cell bioenergetic alterations accompanied cognitive decline in older adults with mild cognitive impairment (MCI) and Alzheimer's disease (AD) and related dementia (DEM). Peripheral blood mononuclear cells (PBMC) and platelet glucose-mediated respiration decreased in participants with dementia compared to normocognitive controls (NC). PBMC fatty-acid oxidation (FAO)-mediated respiration progressively declined in MCI and AD compared to NC participants, while platelet FAO-mediated respiration exhibited an inverse-Warburg effect in MCI compared to NC participants. Positive associations were observed between bioenergetics and Modified Preclinical Alzheimer's Cognitive Composite, and bioenergetics and hippocampal volume %, while a negative association was observed between bioenergetics and white matter hyperintensities. Systemic mitochondrial dysfunction is associated with cognitive decline.
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Affiliation(s)
- Gargi Mahapatra
- Section on Gerontology and Geriatrics, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Department of Internal Medicine, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Zhengrong Gao
- Section on Gerontology and Geriatrics, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Department of Internal Medicine, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - James R. Bateman
- Section on Gerontology and Geriatrics, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Department of Internal Medicine, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
- Department of Neurology, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Samuel Neal Lockhart
- Section on Gerontology and Geriatrics, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Department of Internal Medicine, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Jaclyn Bergstrom
- Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Amber Renee DeWitt
- Section on Gerontology and Geriatrics, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Department of Internal Medicine, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Jemima Elizabeth Piloso
- Section on Gerontology and Geriatrics, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Department of Internal Medicine, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Philip Adam Kramer
- Section on Gerontology and Geriatrics, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Department of Internal Medicine, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Jenny L. Gonzalez-Armenta
- Section on Gerontology and Geriatrics, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Department of Internal Medicine, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Allison Amick
- Section on Gerontology and Geriatrics, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Department of Internal Medicine, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Ramon Casanova
- Division of Public Health Sciences, Wake Forest University Health Sciences, Winston-Salem, North Carolina, USA
| | - Suzanne Craft
- Section on Gerontology and Geriatrics, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Department of Internal Medicine, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
| | - Anthony J. A. Molina
- Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, University of California San Diego School of Medicine, La Jolla, California, USA
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Amick KA, Mahapatra G, Gao Z, Dewitt A, Craft S, Jain M, Molina AJA. Plasma glycocholic acid and linoleic acid identified as potential mediators of mitochondrial bioenergetics in Alzheimer's dementia. Front Aging Neurosci 2022; 14:954090. [PMID: 36212044 PMCID: PMC9540364 DOI: 10.3389/fnagi.2022.954090] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 08/18/2022] [Indexed: 12/02/2022] Open
Abstract
Mitochondrial bioenergetic alterations occur in the brain and peripheral cells of patients with Alzheimer's disease (AD). This study focuses on plasma circulating factors, namely lipids, as mediators of systemic bioenergetic differences in participants with normal cognition (NC), mild cognitive impairment (MCI), and dementia due to probable AD (DEM). We examined bioenergetic differences across cognitive groups by measuring the mitochondrial respiration of peripheral blood mononuclear cells (PBMCs) from 37 participants (12 NC, 12 MCI, 13 DEM). PBMC bioenergetics were lower in the DEM group compared to the NC group. To determine whether circulating factors can mediate bioenergetic differences according to cognitive status, we exposed naïve neuronal Neuro-2a (N2a) cells to plasma from each participant in vitro. N2a bioenergetics were lower following plasma exposure from DEM compared to NC group participants. Notably, PBMC Max and N2a Max positively correlated, suggesting that circulating factors modulate the bioenergetics of naïve N2a cells according to the bioenergetic capacity of donor primary PBMCs. To identify lipid metabolites that may contribute to bioenergetic differences between cognitive groups, we performed liquid chromatography-mass spectrometry to assess the abundance of individual lipid species and correlated PBMC and N2a bioenergetics. Glycocholic acid (GCA) positively correlated with PBMC and N2a bioenergetics, while linoleic acid (LA) was negatively correlated. These data suggest that GCA and LA may contribute to the stimulatory and inhibitory bioenergetics effects related to cognitive status. Post hoc analyses revealed that GCA abundance was lower by 52.9% in the DEM group compared to the NC group and that LA abundance was higher by 55.7% in the DEM group compared to the NC group. To validate these findings, we examined the abundance of GCA and LA in the larger, more diverse, parent cohort (n = 378) and found similar results; GCA abundance was lower by 29.7% in the DEM group compared to the NC group and LA abundance was higher by 17.8% in the DEM group compared to the NC group. These data demonstrate that circulating factors have a direct effect on mitochondrial bioenergetics and that individual circulating factors identified to be associated with mitochondrial function are differentially expressed in patients with dementia.
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Affiliation(s)
- K. Allison Amick
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest School of Medicine, Winston-Salem, NC, United States
- Department of Neuroscience, Wake Forest School of Medicine, Winston-Salem, NC, United States
| | - Gargi Mahapatra
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest School of Medicine, Winston-Salem, NC, United States
| | - Zhengrong Gao
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest School of Medicine, Winston-Salem, NC, United States
| | - Amber Dewitt
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest School of Medicine, Winston-Salem, NC, United States
| | - Suzanne Craft
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest School of Medicine, Winston-Salem, NC, United States
| | - Mohit Jain
- Department of Pharmacology, School of Medicine, University of California, San Diego, La Jolla, CA, United States
| | - Anthony J. A. Molina
- Section on Gerontology and Geriatrics, Department of Internal Medicine, Sticht Center for Healthy Aging and Alzheimer’s Prevention, Wake Forest School of Medicine, Winston-Salem, NC, United States
- Division of Geriatrics, Gerontology, and Palliative Care, Department of Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, United States
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Lai RE, Holman ME, Chen Q, Rivers J, Lesnefsky EJ, Gorgey AS. Assessment of mitochondrial respiratory capacity using minimally invasive and noninvasive techniques in persons with spinal cord injury. PLoS One 2022; 17:e0265141. [PMID: 35275956 PMCID: PMC8916668 DOI: 10.1371/journal.pone.0265141] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Accepted: 02/16/2022] [Indexed: 11/19/2022] Open
Abstract
Purpose Muscle biopsies are the gold standard to assess mitochondrial respiration; however, biopsies are not always a feasible approach in persons with spinal cord injury (SCI). Peripheral blood mononuclear cells (PBMCs) and near-infrared spectroscopy (NIRS) may alternatively be predictive of mitochondrial respiration. The purpose of the study was to evaluate whether mitochondrial respiration of PBMCs and NIRS are predictive of respiration of permeabilized muscle fibers after SCI. Methods Twenty-two individuals with chronic complete and incomplete motor SCI between 18–65 years old were recruited to participate in the current trial. Using high-resolution respirometry, mitochondrial respiratory capacity was measured for PBMCs and muscle fibers of the vastus lateralis oxidizing complex I, II, and IV substrates. NIRS was used to assess mitochondrial capacity of the vastus lateralis with serial cuff occlusions and electrical stimulation. Results Positive relationships were observed between PBMC and permeabilized muscle fibers for mitochondrial complex IV (r = 0.86, P < 0.0001). Bland-Altman displayed agreement for complex IV (MD = 0.18, LOA = -0.86 to 1.21), between PBMCs and permeabilized muscles fibers. No significant relationships were observed between NIRS mitochondrial capacity and respiration in permeabilized muscle fibers. Conclusions This is the first study to explore and support the agreement of less invasive clinical techniques for assessing mitochondrial respiratory capacity in individuals with SCI. The findings will assist in the application of PBMCs as a viable alternative for assessing mitochondrial health in persons with SCI in future clinical studies.
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Affiliation(s)
- Raymond E. Lai
- Spinal Cord Injury and Disorders, Hunter Holmes McGuire VA Medical Center, Richmond, Virginia, United States of America
- Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, Virginia, United States of America
| | - Matthew E. Holman
- Spinal Cord Injury and Disorders, Hunter Holmes McGuire VA Medical Center, Richmond, Virginia, United States of America
- Physical Therapy, Virginia Commonwealth University, Richmond, VA, United States of America
| | - Qun Chen
- Division of Cardiology, Division of Internal Medicine, Pauley Heart Center, Department of Medicine, Virginia Commonwealth University, Richmond, VA, United States of America
| | - Jeannie Rivers
- Surgical Service, Hunter Holmes McGuire VA Medical Center, Richmond, VA, United States of America
| | - Edward J. Lesnefsky
- Division of Cardiology, Division of Internal Medicine, Pauley Heart Center, Department of Medicine, Virginia Commonwealth University, Richmond, VA, United States of America
- Medical Service, Hunter Holmes McGuire VA Medical Center, Richmond, VA, United States of America
| | - Ashraf S. Gorgey
- Spinal Cord Injury and Disorders, Hunter Holmes McGuire VA Medical Center, Richmond, Virginia, United States of America
- Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, Virginia, United States of America
- * E-mail:
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Lehrer HM, Chu LE, Hall MH, Murdock KW. Self-reported sleep efficiency and duration are associated with bioenergetic function in peripheral blood mononuclear cells (PBMCs) of adults. Mitochondrion 2022; 62:122-127. [PMID: 34785262 PMCID: PMC8724413 DOI: 10.1016/j.mito.2021.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 10/20/2021] [Accepted: 11/10/2021] [Indexed: 01/03/2023]
Abstract
Poor sleep may impair systemic mitochondrial bioenergetics, but this relationship has not been examined in humans. This study examined associations of self-reported sleep with peripheral blood mononuclear cell (PBMC) bioenergetics in adults. Forty-three participants completed the Pittsburgh Sleep Quality Index from which sleep indices were calculated. PBMCs were analyzed for bioenergetics using extracellular flux analysis. Sleep efficiency was positively correlated with maximal respiration and spare capacity. Lower sleep efficiency and longer sleep duration were associated with lower Bioenergetic Health Index in age-, sex-, and body mass index-adjusted models. Findings indicate that sleep is related to systemic bioenergetic function in humans.
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Affiliation(s)
- H. Matthew Lehrer
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Lauren E. Chu
- Department of Biobehavioral Health, Pennsylvania State University, University Park, Pennsylvania, USA
| | - Martica H. Hall
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Kyle W. Murdock
- Department of Biobehavioral Health, Pennsylvania State University, University Park, Pennsylvania, USA
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Krako Jakovljevic N, Pavlovic K, Jotic A, Lalic K, Stoiljkovic M, Lukic L, Milicic T, Macesic M, Stanarcic Gajovic J, Lalic NM. Targeting Mitochondria in Diabetes. Int J Mol Sci 2021; 22:6642. [PMID: 34205752 PMCID: PMC8233932 DOI: 10.3390/ijms22126642] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 06/14/2021] [Accepted: 06/15/2021] [Indexed: 12/18/2022] Open
Abstract
Type 2 diabetes (T2D), one of the most prevalent noncommunicable diseases, is often preceded by insulin resistance (IR), which underlies the inability of tissues to respond to insulin and leads to disturbed metabolic homeostasis. Mitochondria, as a central player in the cellular energy metabolism, are involved in the mechanisms of IR and T2D. Mitochondrial function is affected by insulin resistance in different tissues, among which skeletal muscle and liver have the highest impact on whole-body glucose homeostasis. This review focuses on human studies that assess mitochondrial function in liver, muscle and blood cells in the context of T2D. Furthermore, different interventions targeting mitochondria in IR and T2D are listed, with a selection of studies using respirometry as a measure of mitochondrial function, for better data comparison. Altogether, mitochondrial respiratory capacity appears to be a metabolic indicator since it decreases as the disease progresses but increases after lifestyle (exercise) and pharmacological interventions, together with the improvement in metabolic health. Finally, novel therapeutics developed to target mitochondria have potential for a more integrative therapeutic approach, treating both causative and secondary defects of diabetes.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Nebojsa M. Lalic
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, University Clinical Center of Serbia, Faculty of Medicine, University of Belgrade, Dr Subotica 13, 11000 Belgrade, Serbia; (N.K.J.); (K.P.); (A.J.); (K.L.); (M.S.); (L.L.); (T.M.); (M.M.); (J.S.G.)
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Janssen JJE, Lagerwaard B, Bunschoten A, Savelkoul HFJ, van Neerven RJJ, Keijer J, de Boer VCJ. Novel standardized method for extracellular flux analysis of oxidative and glycolytic metabolism in peripheral blood mononuclear cells. Sci Rep 2021; 11:1662. [PMID: 33462298 PMCID: PMC7814123 DOI: 10.1038/s41598-021-81217-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 12/22/2020] [Indexed: 01/29/2023] Open
Abstract
Analyzing metabolism of peripheral blood mononuclear cells (PBMCs) provides key opportunities to study the pathophysiology of several diseases, such as type 2 diabetes, obesity and cancer. Extracellular flux (XF) assays provide dynamic metabolic analysis of living cells that can capture ex vivo cellular metabolic responses to biological stressors. To obtain reliable data from PBMCs from individuals, novel methods are needed that allow for standardization and take into account the non-adherent and highly dynamic nature of PBMCs. We developed a novel method for extracellular flux analysis of PBMCs, where we combined brightfield imaging with metabolic flux analysis and data integration in R. Multiple buffy coat donors were used to demonstrate assay linearity with low levels of variation. Our method allowed for accurate and precise estimation of XF assay parameters by reducing the standard score and standard score interquartile range of PBMC basal oxygen consumption rate and glycolytic rate. We applied our method to freshly isolated PBMCs from sixteen healthy subjects and demonstrated that our method reduced the coefficient of variation in group mean basal oxygen consumption rate and basal glycolytic rate, thereby decreasing the variation between PBMC donors. Our novel brightfield image procedure is a robust, sensitive and practical normalization method to reliably measure, compare and extrapolate XF assay data using PBMCs, thereby increasing the relevance for PBMCs as marker tissue in future clinical and biological studies, and enabling the use of primary blood cells instead of immortalized cell lines for immunometabolic experiments.
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Affiliation(s)
- Joëlle J E Janssen
- Human and Animal Physiology, Department of Animal Sciences, Wageningen University and Research, De Elst 1 6708 WD, P.O. Box 338, 6700 AH, Wageningen, The Netherlands
- Cell Biology and Immunology, Wageningen University and Research, P.O. Box 338, 6700 AH, Wageningen, The Netherlands
| | - Bart Lagerwaard
- Human and Animal Physiology, Department of Animal Sciences, Wageningen University and Research, De Elst 1 6708 WD, P.O. Box 338, 6700 AH, Wageningen, The Netherlands
- TI Food and Nutrition, P.O. Box 557, 6700 AN, Wageningen, The Netherlands
| | - Annelies Bunschoten
- Human and Animal Physiology, Department of Animal Sciences, Wageningen University and Research, De Elst 1 6708 WD, P.O. Box 338, 6700 AH, Wageningen, The Netherlands
| | - Huub F J Savelkoul
- Cell Biology and Immunology, Wageningen University and Research, P.O. Box 338, 6700 AH, Wageningen, The Netherlands
| | - R J Joost van Neerven
- Cell Biology and Immunology, Wageningen University and Research, P.O. Box 338, 6700 AH, Wageningen, The Netherlands
| | - Jaap Keijer
- Human and Animal Physiology, Department of Animal Sciences, Wageningen University and Research, De Elst 1 6708 WD, P.O. Box 338, 6700 AH, Wageningen, The Netherlands
| | - Vincent C J de Boer
- Human and Animal Physiology, Department of Animal Sciences, Wageningen University and Research, De Elst 1 6708 WD, P.O. Box 338, 6700 AH, Wageningen, The Netherlands.
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Braganza A, Annarapu GK, Shiva S. Blood-based bioenergetics: An emerging translational and clinical tool. Mol Aspects Med 2020; 71:100835. [PMID: 31864667 PMCID: PMC7031032 DOI: 10.1016/j.mam.2019.100835] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 11/27/2019] [Accepted: 12/11/2019] [Indexed: 12/16/2022]
Abstract
Accumulating studies demonstrate that mitochondrial genetics and function are central to determining the susceptibility to, and prognosis of numerous diseases across all organ systems. Despite this recognition, mitochondrial function remains poorly characterized in humans primarily due to the invasiveness of obtaining viable tissue for mitochondrial studies. Recent studies have begun to test the hypothesis that circulating blood cells, which can be obtained by minimally invasive methodology, can be utilized as a biomarker of systemic bioenergetic function in human populations. Here we present the available methodologies for assessing blood cell bioenergetics and review studies that have applied these techniques to healthy and disease populations. We focus on the validation of this methodology in healthy subjects, as well as studies testing whether blood cell bioenergetics are altered in disease, correlate with clinical parameters, and compare with other methodology for assessing human mitochondrial function. Finally, we present the challenges and goals for the development of this emerging approach into a tool for translational research and personalized medicine.
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Affiliation(s)
- Andrea Braganza
- Pittsburgh Heart, Lung and Blood Vascular Medicine Institute, Pittsburgh, PA, USA
| | - Gowtham K Annarapu
- Pittsburgh Heart, Lung and Blood Vascular Medicine Institute, Pittsburgh, PA, USA
| | - Sruti Shiva
- Pittsburgh Heart, Lung and Blood Vascular Medicine Institute, Pittsburgh, PA, USA; Department of Pharmacology & Chemical Biology, Pittsburgh, PA, USA; Center for Metabolism and Mitochondrial Medicine (C3M), University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
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Colón-Emeric C, Whitson HE, Berry SD, Fielding RA, Houston DK, Kiel DP, Rosen CJ, Seldeen KL, Volpi E, White J, Troen BR. AGS and NIA Bench-to Bedside Conference Summary: Osteoporosis and Soft Tissue (Muscle and Fat) Disorders. J Am Geriatr Soc 2020; 68:31-38. [PMID: 31791114 PMCID: PMC7316395 DOI: 10.1111/jgs.16248] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Accepted: 10/13/2019] [Indexed: 12/12/2022]
Abstract
This report summarizes the presentations and recommendations of the eleventh annual American Geriatrics Society and National Institute on Aging research conference, "Osteoporosis and Soft Tissue (Muscle/Fat) Disorders," on March 11-12, 2019, in Bethesda, Maryland. Falls, fractures, and sarcopenia have a major impact on health in older adults, and they are interconnected by known risk factors. The link between osteoporosis, which is common in older adults, and the risk of falls is well known. Sarcopenia, the age-related decline in skeletal muscle mass and function, is also associated with an increased risk of falls and fractures because it reduces strength and leads to functional limitations. In addition to increasing the risk of falls, sarcopenia and osteoporosis can lead to frailty, reduced quality of life, morbidity, and mortality. The conference highlighted the impact of bone and soft tissue disorders on quality of life, morbidity, and mortality in older adults. Presenters described factors that contribute to these disorders; health disparities experienced by various subpopulations; and promising biological, pharmacologic, and behavioral interventions to prevent or treat these disorders. The workshop identified many research gaps and questions along with research recommendations that have the potential to enhance the prospect of healthy aging and improved quality of life for older adults. J Am Geriatr Soc 68:31-38, 2019.
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Affiliation(s)
| | - Heather E. Whitson
- Duke University School of Medicine, Division of Geriatrics, Durham, North Carolina
- Durham VA Geriatrics Research, Education, and Clinical Center, Durham, North Carolina
| | | | - Roger A. Fielding
- Tufts University, Jean Mayer USDA Human Nutrition Research Center on Aging, Boston, Massachusetts
| | - Denise K. Houston
- Wake Forest School of Medicine, Gerontology and Geriatric Medicine, Winston-Salem, North Carolina
| | - Douglas P. Kiel
- Harvard Medical School, Boston, Massachusetts
- Hebrew SeniorLife, Hinda and Arthur Marcus Institute for Aging Research, Boston, Massachusetts
| | - Clifford J. Rosen
- Maine Medical Center, Center for Clinical & Translational Research, Maine Medical Center Research Institute, Portland, Maine
| | - Kenneth L. Seldeen
- University at Buffalo, Jacobs School of Medicine and Biomedical Sciences, Buffalo, New York
| | - Elena Volpi
- University of Texas Medical Branch at Galveston, Sealy Center on Aging, Galveston, Texas
| | - James White
- Duke University School of Medicine, Department of Medicine, Durham, North Carolina
| | - Bruce R. Troen
- University at Buffalo, Jacobs School of Medicine and Biomedical Sciences, Buffalo, New York
- Veterans Affairs Western New York Healthcare System, Buffalo, New York
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