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Vandenbogaart E, Figueroa M, Winston D, Cole S, Bower J, Hsu JJ. Preliminary evaluation of a mindfulness intervention program in women with long COVID dysautonomia symptoms. Brain Behav Immun Health 2025; 44:100963. [PMID: 40040864 PMCID: PMC11879682 DOI: 10.1016/j.bbih.2025.100963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 01/30/2025] [Accepted: 02/10/2025] [Indexed: 03/06/2025] Open
Abstract
Background The symptom burden for patients with Long COVID-associated dysautonomia is high, yet there are currently no effective treatments. Mindfulness programs reduce psychological and physical symptoms as well as inflammatory gene expression in a variety of medical conditions. The study aim was to evaluate the effect of a six-week mindfulness program in women with Long COVID dysautonomia symptoms. Methods Using a single arm, pre- and posttest design, women aged 18-54 years with Long COVID and orthostatic intolerance suggestive of dysautonomia were recruited from a single center. Participants attended a standardized, six-week, virtual mindfulness program. An active stand test and 6-min walk test (6MWT) were performed at baseline and post-intervention. Self-reported measures of physical and mental health symptoms collected at baseline, post-intervention and 4 week follow up included the composite autonomic symptom score (COMPASS-31), perceived stress (PSS), anxiety (GAD7), depression (PHQ8), COVID-19 event specific distress (IES-R), fatigue (FSI), sleep (ISI), well-being (MHC-SF), resilience (CD-RISC 10), and quality of life (SF-20). The effects on conserved transcriptional response to adversity (CTRA) were examined by next-generation sequencing of dried whole blood samples. Results Twenty participants were enrolled with a mean age of 39.9 years (range 21-52 years). No significant changes were observed for the active stand test or 6MWT. A significant reduction in insomnia severity (ISI: 16.6 vs. 13.6; p = 0.001) was observed post-intervention, but scores reverted toward baseline levels at 4-week follow-up. No significant improvements were seen in autonomic symptoms, anxiety, perceived stress, depression, well-being, or COVID-19 related distress. Pro-inflammatory CTRA gene expression decreased significantly from pre-to post-intervention (p = 0.004). Declines in CTRA gene expression were most significant among those with 3 COVID-19 positive events (p = 0.01), followed by 2 events (p = 0.04) and 1 event (p = 0.05). Declines in CTRA gene expression did not vary significantly as a function of recent illness, COVID-19 hospitalization, demographic characteristics, or general medical history. Conclusion A virtual, six-week mindfulness program may improve sleep quality in women with Long COVID dysautonomia. While no objective improvement in dysautonomia symptoms were observed, our findings suggest a favorable effect of the mindfulness intervention on inflammatory and antiviral biology with a decrease in CTRA gene expression. Nonetheless, the symptom burden in this population is very high, and more attention is needed to provide effective multi-modal clinical therapies to this population.
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Affiliation(s)
- Elizabeth Vandenbogaart
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Matthew Figueroa
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Diana Winston
- UCLA Mindful at UCLA Health, University of California, Los Angeles, Los Angeles, CA, USA
| | - Steve Cole
- Department of Psychiatry & Biobehavioral Sciences, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Julienne Bower
- Department of Psychiatry & Biobehavioral Sciences, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jeffrey J. Hsu
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Division of Cardiology, Department of Medicine, Veteran Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, USA
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Clayton MG, Cole SW, Giletta M, Hastings PD, Nock MK, Rudolph KD, Slavich GM, Prinstein MJ. Proinflammatory gene expression is associated with prospective risk for adolescent suicidal thoughts and behaviors over twelve months. Dev Psychopathol 2025:1-9. [PMID: 39773817 DOI: 10.1017/s095457942400186x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
Abstract
OBJECTIVE Recent theories have implicated inflammatory biology in the development of psychopathology and maladaptive behaviors in adolescence, including suicidal thoughts and behaviors (STB). Examining specific biological markers related to inflammation is thus warranted to better understand risk for STB in adolescents, for whom suicide is a leading cause of death. METHOD Participants were 211 adolescent females (ages 9-14 years; Mage = 11.8 years, SD = 1.8 years) at increased risk for STB. This study examined the prospective association between basal levels of inflammatory gene expression (average of 15 proinflammatory mRNA transcripts) and subsequent risk for suicidal ideation and suicidal behavior over a 12-month follow-up period. RESULTS Controlling for past levels of STB, greater proinflammatory gene expression was associated with prospective risk for STB in these youth. Similar effects were observed for CD14 mRNA level, a marker of monocyte abundance within the blood sample. Sensitivity analyses controlling for other relevant covariates, including history of trauma, depressive symptoms, and STB prior to data collection, yielded similar patterns of results. CONCLUSIONS Upregulated inflammatory signaling in the immune system is prospectively associated with STB among at-risk adolescent females, even after controlling for history of trauma, depressive symptoms, and STB prior to data collection. Additional research is needed to identify the sources of inflammatory up-regulation in adolescents (e.g., stress psychobiology, physiological development, microbial exposures) and strategies for mitigating such effects to reduce STB.
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Affiliation(s)
- Matthew G Clayton
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Steve W Cole
- Division of Hematology-Oncology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Matteo Giletta
- Department of Psychology, Ghent University, Ghent, Belgium
- Department of Developmental Psychology, Tilburg University, Tilburg, Netherlands
| | - Paul D Hastings
- Center for Mind and Brain and Department of Psychology, University of California, Davis, CA, USA
| | - Matthew K Nock
- Department of Psychology, Harvard University, Boston, MA, USA
| | - Karen D Rudolph
- Department of Psychology, University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, USA
| | - George M Slavich
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Mitchell J Prinstein
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Savitz J, McKinney BA, Meier TB, Zheng H, Ford BN, Yolken RH, Teague TK, Cole SW. Nuclear factor kappa-B cell (NF-κB), interferon regulatory Factor, and glucocorticoid receptor pathway activation in major depressive Disorder: The role of cytomegalovirus infection. Brain Behav Immun 2025; 123:1052-1060. [PMID: 39532200 PMCID: PMC11624063 DOI: 10.1016/j.bbi.2024.11.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2024] [Revised: 10/18/2024] [Accepted: 11/08/2024] [Indexed: 11/16/2024] Open
Abstract
Altered activity of major immunoregulatory pathways has been reported in major depressive disorder (MDD) and is thought to underlie the elevations in circulating inflammatory mediators present in a subgroup of patients. However, the drivers of these changes in gene expression remain unclear. One potential modulator of immune function is viral infection. Here we examined the relationship between cytomegalovirus (CMV), a common herpesvirus, that has been shown to be a pathological cofactor in inflammatory disorders, and activity of key coordinators of the innate inflammatory response in MDD. We used RNAseq to characterize gene expression differences in in 79 unmedicated individuals with MDD and 80 healthy controls (HCs). A well-established bioinformatic strategy was used to quantify transcription control pathway activity based on the relative prevalence of pre-specified transcription factor-binding motifs in the promoters of differentially expressed genes. The main aim was to characterize diagnostic differences in immunoregulatory pathway activity and determine if these were related to CMV serostatus or antibody titer (viral reactivation). Significantly increased activity of interferon regulatory factor 1 (IRF1) and nuclear factor kappa-B cell (NF-κB) pathways was observed in the MDD group compared with HCs. Transcript Origin Analyses using cell-specific reference transcriptomes indicated that the MDD-associated transcriptome changes derived primarily from myeloid lineage immune cells (classical and non-classical monocytes). A more modest MDD-associated upregulation of glucocorticoid receptor (GR) pathway activity was also present. CMV infection/activity across the combined MDD and HC groups was weakly related to GR pathway activation but not to IRF1 and NF-κB activity; the most salient signature of CMV was activation and/or expansion of the CD8+ T-cell population. The elevated MDD-associated NF-κB (but not IRF1) activity was markedly attenuated after controlling for CMV antibody titer or for CD8+ T-cell prevalence. At least some of the NF-κB signal in MDD may be attributable to the cellular immune response to CMV, suggesting that CMV infection may be one of several pathways contributing to inflammation in depression. The pronounced activation of the antiviral IRF-1 pathway in MDD suggests the contribution of viral processes although this specific antiviral effect was not specific to CMV.CMV may indirectly drive interferon responses by impairing T-cell control of other viral infections.
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Affiliation(s)
- Jonathan Savitz
- Laureate Institute for Brain Research, Tulsa OK, USA; Oxley College of Health and Natural Sciences, The University of Tulsa, Tulsa OK, USA.
| | - Brett A McKinney
- Department of Mathematics and Computer Science, The University of Tulsa, Tulsa, OK, USA
| | - Timothy B Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA; Department of Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI, USA; Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI USA
| | - Haixia Zheng
- Laureate Institute for Brain Research, Tulsa OK, USA; Oxley College of Health and Natural Sciences, The University of Tulsa, Tulsa OK, USA
| | - Bart N Ford
- Department of Pharmacology and Physiology, Oklahoma State University Center for Health Sciences, Tulsa, OK, USA
| | - Robert H Yolken
- Stanley Division of Developmental Neurovirology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - T Kent Teague
- Department of Surgery, University of Oklahoma School of Community Medicine, Tulsa, OK, USA; Department of Psychiatry, University of Oklahoma School of Community Medicine, Tulsa, OK, USA; Department of Biochemistry and Microbiology, Oklahoma State University Center for Health Sciences, Tulsa, OK, USA
| | - Steve W Cole
- University of California, Los Angeles, Cousins Center for Psychoneuroimmunology, Los Angeles, CA, USA; University of California, Los Angeles, David Geffen School of Medicine, Department of Psychiatry and Biobehavioral Sciences, Los Angeles, CA, USA
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Yip JQ, Oo A, Ng YL, Chin KL, Tan KK, Chu JJH, AbuBakar S, Zainal N. The role of inflammatory gene polymorphisms in severe COVID-19: a review. Virol J 2024; 21:327. [PMID: 39707400 PMCID: PMC11662554 DOI: 10.1186/s12985-024-02597-3] [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: 09/03/2024] [Accepted: 12/03/2024] [Indexed: 12/23/2024] Open
Abstract
The COVID-19 pandemic, caused by the novel coronavirus SARS-CoV-2, has profoundly impacted global healthcare systems and spurred extensive research efforts over the past three years. One critical aspect of the disease is the intricate interplay between the virus and the host immune response, particularly the role of inflammatory gene expression in severe COVID-19. While numerous previous studies have explored the role of genetic polymorphisms in COVID-19, research specifically focusing on inflammatory genes and their associations with disease severity remains limited. This review explores the relationship between severe COVID-19 outcomes and genetic polymorphisms within key inflammatory genes. By investigating the impact of genetic variations on immune responses, which include cytokine production and downstream signalling pathways, we aim to provide a comprehensive overview of how genetic polymorphisms contribute to the variability in disease presentation. Through an in-depth analysis of existing literature, we shed light on potential therapeutic targets and personalized approaches that may enhance our understanding of disease pathogenesis and treatment strategies.
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Affiliation(s)
- Jia Qi Yip
- Tropical Infectious Diseases Research & Education Centre (TIDREC), Universiti Malaya, 50603, Kuala Lumpur, Malaysia
- Institute for Advanced Studies, Advanced Studies Complex, Universiti Malaya, 50603, Kuala Lumpur, Malaysia
| | - Adrian Oo
- Laboratory of Molecular RNA Virology and Antiviral Strategies, Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117545, Singapore
- Infectious Disease Translational Research Programme, Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117597, Singapore
| | - Yan Ling Ng
- Laboratory of Molecular RNA Virology and Antiviral Strategies, Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117545, Singapore
- Infectious Disease Translational Research Programme, Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117597, Singapore
| | - Kim Ling Chin
- Institute for Advanced Studies, Advanced Studies Complex, Universiti Malaya, 50603, Kuala Lumpur, Malaysia
- Department of Medical Microbiology, Faculty of Medicine, Universiti Malaya, 50603, Kuala Lumpur, Malaysia
| | - Kim-Kee Tan
- Tropical Infectious Diseases Research & Education Centre (TIDREC), Universiti Malaya, 50603, Kuala Lumpur, Malaysia
- Department of Biomedical Science, Faculty of Medicine, Universiti Malaya, 50603, Kuala Lumpur, Malaysia
| | - Justin Jang Hann Chu
- Laboratory of Molecular RNA Virology and Antiviral Strategies, Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117545, Singapore
- Infectious Disease Translational Research Programme, Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117597, Singapore
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, 138673, Singapore
- NUSMed Biosafety Level 3 Core Facility, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117599, Singapore
| | - Sazaly AbuBakar
- Tropical Infectious Diseases Research & Education Centre (TIDREC), Universiti Malaya, 50603, Kuala Lumpur, Malaysia.
| | - Nurhafiza Zainal
- Department of Medical Microbiology, Faculty of Medicine, Universiti Malaya, 50603, Kuala Lumpur, Malaysia.
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Gonzalez-Vicente A, Crawford DC, Bush WS, Wu Z, Bruggeman LA, Nair V, Eichinger F, Wessely O, Kretzler M, O'Toole JF, Sedor JR. Analysis of Glomerular Transcriptomes from Nephrotic Patients Suggest APOL1 Risk Variants Impact Parietal Epithelial Cells. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.11.05.24316766. [PMID: 39830251 PMCID: PMC11741451 DOI: 10.1101/2024.11.05.24316766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2025]
Abstract
The disproportionate risk for idiopathic proteinuric podocytopathies in Black people is explained, in part, by the presence of two risk alleles (G1 or G2) in the APOL1 gene. The pathogenic mechanisms responsible for this genetic association remain incompletely understood. We analyzed glomerular RNASeq transcriptomes from patients with idiopathic nephrotic syndrome of which 72 had inferred African ancestry (AA) and 152 did not (noAA). Using gene coexpression networks we found a significant association between APOL1 risk allele number and the coexpression metamodule 2 (MM2), even after adjustment for eGFR and proteinuria at biopsy. Unadjusted Kaplan-Meier curves showed that unlike noAA, AA with the highest tertile of MM2 gene activation scores were less likely to achieve complete remission (p≤0.014). Characteristic direction (ChDir) identified a signature of 1481 genes, which separated patients with APOL1 risk alleles from those homozygous for reference APOL1 . Only in AA, the tertile with the highest activation scores of these 1481 genes was less likely to achieve complete remission (p≤0.022) and showed a trend to faster progression to the composite event of kidney failure or loss of 40% eGFR (p≤0.099). The MM2 and ChDir genes significantly overlapped and were both enriched for Epithelial Mesenchymal Transition and inflammation terms. Finally, MM2 significantly overlapped with a parietal epithelial cell (PEC)-identity gene signature but not with a podocyte identity signature. Podocytes expressing variant APOL1s may generate inflammatory signals that activate PECs by paracrine mechanisms contributing to APOL1 nephropathy.
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Goel N, Hernandez A, Cole S. Social Genomic Determinants of Health: Understanding the Molecular Pathways by Which Neighborhood Disadvantage Affects Cancer Outcomes. J Clin Oncol 2024; 42:3618-3627. [PMID: 39178356 PMCID: PMC12045328 DOI: 10.1200/jco.23.02780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 05/02/2024] [Accepted: 05/29/2024] [Indexed: 08/25/2024] Open
Abstract
PURPOSE Neighborhoods represent complex environments with unique social, cultural, physical, and economic attributes that have major impacts on disparities in health, disease, and survival. Neighborhood disadvantage is associated with shorter breast cancer recurrence-free survival (RFS) independent of individual-level (race, ethnicity, socioeconomic status, insurance, tumor characteristics) and health system-level determinants of health (receipt of guideline-concordant treatment). This persistent disparity in RFS suggests unaccounted mechanisms such as more aggressive tumor biology among women living in disadvantaged neighborhoods compared with advantaged neighborhoods. The objective of this article was to provide a clear framework and biological mechanistic explanation for how neighborhood disadvantage affects cancer survival. METHODS Development of a translational epidemiological framework that takes a translational disparities approach to study cancer outcome disparities through the lens of social genomics and social epigenomics. RESULTS The social genomic determinants of health, defined as the physiological gene regulatory pathways (ie, neural/endocrine control of gene expression and epigenetic processes) through which contextual factors, particularly one's neighborhood, can affect activity of the cancer genome and the surrounding tumor microenvironment to alter disease progression and treatment outcomes. CONCLUSION We propose a novel, multilevel determinants of health model that takes a translational epidemiological approach to evaluate the interplay between political, health system, social, psychosocial, individual, and social genomic determinants of health to understand social disparities in oncologic outcomes. In doing so, we provide a concrete biological pathway through which the effects of social processes and social epidemiology come to affect the basic biology of cancer and ultimately clinical outcomes and survival.
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Affiliation(s)
- Neha Goel
- Department of Surgery, Division of Surgical Oncology, University of Miami Miller School of Medicine, Miami, Florida, USA
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Alexandra Hernandez
- Department of Surgery, Division of Surgical Oncology, University of Miami Miller School of Medicine, Miami, Florida, USA
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Steve Cole
- Department of Psychiatry/ Biobehavioral Sciences and Medicine, University of California Los Angeles David Geffen School of Medicine, Los Angeles, CA, USA
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Jovičić SM. Analysis of total RNA as a potential biomarker of developmental neurotoxicity in silico. Health Informatics J 2024; 30:14604582241285832. [PMID: 39384248 DOI: 10.1177/14604582241285832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/11/2024]
Abstract
A vast number of neurodegenerative disorders arise from neurotoxicity. In neurotoxicity, more than 250 RNA molecules are up and downregulated. The manuscript investigates the exposure of chlorpyrifos organophosphate pesticide (COP) effect on total RNA in murine brain tissue in 4 genotypes for in silico neurodegeneration development. The GSE58103 dataset from the Gene Expression Omnibus (GEO) database applies for data preprocessing, normalization, and quality control. Differential expression analysis (DEG) uses the limma package in R. Study compared expression profiles from murine fetal brain tissues across four genotypes: PON-1 knockout (KO), tgHuPON1Q192 (Q-tg), tgHuPON1R192 (R-tg), and wild-type (WT). We analyze 60 samples, 15 samples per genotype, to identify DEGs. The significance criteria are adjusted p-value <.05 and a |log2 fold change| > 1. The study identifies microRNA485 as the potential biomarker of COP toxicity using the GSE58103 dataset. Significant differences exist for microRNA485 between KO and WT groups by differential expression analysis. Moreover, graphical analysis shows sample relationships among genotype groups. MicroRNA485 represents a promising biomarker for developmental COP neurotoxicity by utilizing in silico analysis in scientific practice.
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Affiliation(s)
- Snežana M Jovičić
- Department of Genetics, Faculty of Biology, University of Belgrade, Belgrade, Serbia
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Labus JS, Delgadillo DR, Cole S, Wang C, Naliboff B, Chang L, Ellingson BM, Mayer EA. IBS stress reactivity phenotype is associated with blood transcriptome profiles and microstructural and functional brain changes. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.08.07.24311369. [PMID: 39211876 PMCID: PMC11361226 DOI: 10.1101/2024.08.07.24311369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Background & Aims Clinical evidence suggests significant interindividual differences in stress reactivity (SR), but biological mechanisms and therapeutic implications of these differences are poorly understood. We aimed to identify the biological basis of increased SR by investigating associations between a psychometric-based phenotype with blood transcriptomics profiles of increased sympathetic nervous system (SNS) activation and brain imaging phenotypes in irritable bowel syndrome (IBS) participants and healthy controls (HCs). Methods A cross-sectional observational study design, transcriptomics profiling, multimodal brain imaging, and psychosocial assessments were obtained in 291 female and male IBS participants and HCs. Prior to analyses, unsupervised clustering was applied to derive high and low SR subgroups across participants based on two measures of SR. General linear models tested for SR group differences in clinical and biological parameters. Exploratory analyses examined associations between SR group-specific brain alterations and gene expression. Results The high, compared to low SR group showed greater cyclic AMP response element-binding protein (CREB) gene expression consistent with tonic SNS activity and proinflammatory changes in whole blood. Brain imaging showed neuroplastic changes in the high SR group consistent with an upregulation of ascending arousal systems and sensory processing and integration regions, and functional connectivity changes in the central autonomic network. SR moderated the sex difference in extraintestinal symptoms. Conclusions The findings support a model of tonically increased SNS activity as a plausible risk factor for increased autonomic reactivity to psychosocial stressors and low grade immune activation in both IBS and HCs, with a greater prevalence in IBS. These findings may have important implications for personalized treatment interventions in IBS.
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Yang YS, Wynn JK, Cole S, Green MF. Stress-related gene regulation: Do isolated and connected individuals differ? Brain Behav Immun 2024; 120:372-378. [PMID: 38897331 DOI: 10.1016/j.bbi.2024.06.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 05/30/2024] [Accepted: 06/16/2024] [Indexed: 06/21/2024] Open
Abstract
BACKGROUND Social isolation and loneliness (known as social disconnection, collectively) lead to serious downstream health effects, including shortening of lifespan and higher risk for cardiac disease. We must better understand how isolation and loneliness lead to these negative health outcomes. Previous literature has demonstrated that social motivation and social ability are contributors to the likelihood of social isolation and loneliness. We examined the effect of the above social factors on immune gene expression in socially-connected and -isolated individuals. METHODS Recruitment occurred via two online advertisements, one for socially isolated individuals and another for general research participants. Participants (n = 102) were separated into groups (isolated versus connected) based on which ad they responded to, and provided data on isolation, loneliness, social motivation, and social ability. The Conserved Transcriptional Response to Adversity (CTRA) stress gene regulation program was assessed with genome-wide transcriptional profiling. RESULTS CTRA gene expression patterns were reversed between connected and isolated groups across several variables. Social isolation was associated with higher CTRA levels in the connected group, but lower levels in the isolated group. Social approach was associated with lower CTRA levels in the connected group, but higher in the isolated group, and the converse was true for social avoidance. CTRA levels were minimally affected by social ability measures. CONCLUSION Prior work on social isolation and loneliness has focused on loneliness and has identified many negative downstream health effects. In this study we demonstrate that objective social isolation may not be associated with the same negative downstream health effects, and in fact, social interaction may be more stressful than social isolation for some socially-isolated individuals.
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Affiliation(s)
- Yvonne S Yang
- VISN22 Mental Illness Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, 11301 Wilshire Blvd, Los Angeles, CA, 90073, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, 760 Westwood Plaza, Los Angeles, CA, 90095, USA.
| | - Jonathan K Wynn
- VA RR&D Center on Enhancing Community Integration for Homeless Veterans (THRIVe), VA Greater Los Angeles Healthcare System, 11301 Wilshire Blvd, Los Angeles, CA, 90073, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, 760 Westwood Plaza, Los Angeles, CA, 90095, USA
| | - Steve Cole
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, 760 Westwood Plaza, Los Angeles, CA, 90095, USA; Division of Hematology-Oncology, UCLA School of Medicine, 11-934 Factor Building, Los Angeles, CA 90095, USA
| | - Michael F Green
- VA RR&D Center on Enhancing Community Integration for Homeless Veterans (THRIVe), VA Greater Los Angeles Healthcare System, 11301 Wilshire Blvd, Los Angeles, CA, 90073, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, 760 Westwood Plaza, Los Angeles, CA, 90095, USA
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Irwin MR, Hoang D, Olmstead R, Sadeghi N, Breen EC, Bower JE, Cole S. Tai Chi compared with cognitive behavioral therapy and the reversal of systemic, cellular and genomic markers of inflammation in breast cancer survivors with insomnia: A randomized clinical trial. Brain Behav Immun 2024; 120:159-166. [PMID: 38777285 DOI: 10.1016/j.bbi.2024.05.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 05/06/2024] [Accepted: 05/19/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND Insomnia contributes to inflammation in breast cancer survivors. This study evaluates whether insomnia treatment reverses inflammation in breast cancer survivors with insomnia. METHODS Participants (n = 90) were randomized to 3 months of Tai Chi (n = 45) or cognitive behavioral therapy for insomnia (CBT-I)(n = 45), and followed for one year post-intervention to 15 month endpoint. Our previous report found that Tai Chi as compared to CBT-I resulted in similar rates of insomnia response and remission over 15 months. Here, we analyze changes in plasma C-reactive protein and pro- and anti-inflammatory cytokines, Toll-like receptor (TLR)-4 stimulated monocyte production of interleukin (IL)-6 and tumor necrosis factor-α (TNF), and cellular pro-inflammatory and anti-viral gene expression (Conserved Transcriptional Response to Adversity RNA profile; CTRA) over 15 months. RESULTS Insomnia treatment resulted in decreases in the TLR-4 stimulated monocyte production of IL-6, TNF, and their co-expression, as well as decreases in the CTRA profile, decreases inflammatory gene transcripts, and increases in anti-viral gene transcripts over 15 months (all P's < 0.01). In addition, as compared to CBT-I, Tai Chi resulted in greater decreases in plasma IL-6 (P < 0.05), and greater decreases in TLR-4 activated monocyte production of IL-6 and co-expression of IL-6 and TNF at 15 month endpoint. CBT-I resulted in greater increases in anti-viral gene transcripts. CONCLUSIONS Administration of either CBT-I or Tai Chi effectively treats insomnia, and shows additional benefits of reducing cellular and genomic markers of inflammation, and increasing anti-viral genomic markers in breast cancer survivors with insomnia. Tai Chi, as compared to CBT-I, yields greater and more durable decreases in systemic- and cellular inflammation. Targeting insomnia might mitigate the risk of inflammation-related co-morbidities in breast cancer survivors.
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Affiliation(s)
- Michael R Irwin
- Cousins Center for Psychoneuroimmunology (MRI, DH, RO, CC, NS, ECB, JEB, SC), UCLA Semel Institute for Neuroscience, Department of Psychiatry and Biobehavioral Sciences (MRI, RO, ECB, SC), UCLA David Geffen School of Medicine (DH), Department of Psychology (JEB), University of California, Los Angeles, United States.
| | - Danny Hoang
- Cousins Center for Psychoneuroimmunology (MRI, DH, RO, CC, NS, ECB, JEB, SC), UCLA Semel Institute for Neuroscience, Department of Psychiatry and Biobehavioral Sciences (MRI, RO, ECB, SC), UCLA David Geffen School of Medicine (DH), Department of Psychology (JEB), University of California, Los Angeles, United States.
| | - Richard Olmstead
- Cousins Center for Psychoneuroimmunology (MRI, DH, RO, CC, NS, ECB, JEB, SC), UCLA Semel Institute for Neuroscience, Department of Psychiatry and Biobehavioral Sciences (MRI, RO, ECB, SC), UCLA David Geffen School of Medicine (DH), Department of Psychology (JEB), University of California, Los Angeles, United States.
| | - Nina Sadeghi
- Cousins Center for Psychoneuroimmunology (MRI, DH, RO, CC, NS, ECB, JEB, SC), UCLA Semel Institute for Neuroscience, Department of Psychiatry and Biobehavioral Sciences (MRI, RO, ECB, SC), UCLA David Geffen School of Medicine (DH), Department of Psychology (JEB), University of California, Los Angeles, United States.
| | - Elizabeth C Breen
- Cousins Center for Psychoneuroimmunology (MRI, DH, RO, CC, NS, ECB, JEB, SC), UCLA Semel Institute for Neuroscience, Department of Psychiatry and Biobehavioral Sciences (MRI, RO, ECB, SC), UCLA David Geffen School of Medicine (DH), Department of Psychology (JEB), University of California, Los Angeles, United States.
| | - Julienne E Bower
- Cousins Center for Psychoneuroimmunology (MRI, DH, RO, CC, NS, ECB, JEB, SC), UCLA Semel Institute for Neuroscience, Department of Psychiatry and Biobehavioral Sciences (MRI, RO, ECB, SC), UCLA David Geffen School of Medicine (DH), Department of Psychology (JEB), University of California, Los Angeles, United States.
| | - Steve Cole
- Cousins Center for Psychoneuroimmunology (MRI, DH, RO, CC, NS, ECB, JEB, SC), UCLA Semel Institute for Neuroscience, Department of Psychiatry and Biobehavioral Sciences (MRI, RO, ECB, SC), UCLA David Geffen School of Medicine (DH), Department of Psychology (JEB), University of California, Los Angeles, United States.
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11
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Song Y, Martin JL, McCurry SM, Kelly MR, Teng E, Alessi CA, Irwin MR, Cole S. Poor sleep and inflammatory gene expression among care partners of persons living with dementia: a pilot trial of a behavioral sleep intervention. SLEEP ADVANCES : A JOURNAL OF THE SLEEP RESEARCH SOCIETY 2024; 5:zpae052. [PMID: 39161747 PMCID: PMC11331149 DOI: 10.1093/sleepadvances/zpae052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Indexed: 08/21/2024]
Abstract
Objective Poor sleep is associated with increased inflammation, thereby increasing the risk of chronic diseases and mortality. However, the effects of behavioral sleep interventions on the upstream inflammatory system are unknown among family care partners (CP). The present study explored the role of a behavioral sleep intervention program on inflammatory gene expression. Methods This was part of a randomized controlled trial of a sleep intervention for dementia care dyads with sleep problems. Thirty dyads were randomized to sleep intervention or control groups. Sleep outcomes for CP were assessed with 1 week of actigraphy and sleep diary, and the Pittsburgh Sleep Quality Index. Other information included CP demographics, body mass index, and intensity of caregiving tasks. All outcomes were collected at baseline, post-treatment, and 3-month follow-up. Results Neither group showed any significant differential changes in gene expression from baseline to post-treatment or 3-month follow-up. A decrease in inflammatory gene expression was significantly associated with more nights of good sleep (i.e. nights without trouble falling or staying asleep at night). This finding remained significant after controlling for group (intervention/control), timepoint (baseline, post-treatment, and 3-month follow-up), and CP characteristics (e.g. age and ethnicity). Conclusions Although better sleep was associated with decreased inflammatory gene expression, this study did not demonstrate any benefits of a behavioral sleep intervention over control, most likely due to a small sample. Studies with larger sample sizes are needed to test the specific aspects of disturbed sleep that relate to inflammatory biology among CP of persons living with dementia.
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Affiliation(s)
- Yeonsu Song
- School of Nursing, University of California, Los Angeles, Los Angeles, CA, USA
- Geriatric Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, North Hills, CA, USA
- David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jennifer L Martin
- Geriatric Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, North Hills, CA, USA
- David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Susan M McCurry
- School of Nursing, University of Washington, Seattle, WA, USA
| | - Monica R Kelly
- Geriatric Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, North Hills, CA, USA
- David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Edmond Teng
- School of Medicine, Stanford University, Palo Alto, CA, USA
| | - Cathy A Alessi
- Geriatric Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, North Hills, CA, USA
- David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Michael R Irwin
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA
| | - Steve Cole
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA
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12
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Raffington L, Tanksley PT, Vinnik L, Sabhlok A, Patterson MW, Mallard T, Malanchini M, Ayorech Z, Tucker-Drob EM, Harden KP. Associations of DNA-methylation measures of biological aging with social disparities in child and adolescent mental health. Clin Psychol Sci 2024; 12:551-562. [PMID: 39421195 PMCID: PMC11486221 DOI: 10.1177/21677026231186802] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
Children who experience environmental adversities are at increased risk of both internalizing and externalizing disorders. Epigenetic mechanisms may regulate the influence of environmental adversities on mental health. We examined the hypothesis that salivary DNA-methylation patterns of pace of biological aging (DunedinPoAm) and inflammation (DNAm-CRP) are socially stratified and associated with mental health in 1,183 children (609 female, age M=13.6y) from the Texas Twin Project. Analyses were preregistered. Participants' DNA-methylation algorithms and psychiatric symptoms differed by socioeconomic contexts and race/ethnicity. Children with more parent-reported internalizing symptoms had higher DunedinPoAm and DNAm-CRP scores, and children with more aggression problems had higher DNAm-CRP. DunedinPoAm partially mediated advantage of White racial identity on internalizing. Similarly, DNAm-CRP partially mediated advantage of higher family socioeconomic contexts and, in a separate model, White racial identity on reduced internalizing symptoms. Children's epigenetic measures of pace of biological aging and inflammation are associated with social inequalities and mental health.
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Affiliation(s)
- L Raffington
- Max Planck Research Group Biosocial - Biology, Social Disparities, and Development; Max Planck Institute for Human Development; Lentzeallee 94, 14195 Berlin, Germany
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA
- Population Research Center, The University of Texas at Austin, Austin, TX, USA
| | - P T Tanksley
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA
- Population Research Center, The University of Texas at Austin, Austin, TX, USA
| | - L Vinnik
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA
| | - A Sabhlok
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA
| | - M W Patterson
- Department of Psychiatry, University of Colorado, Denver - Anschutz Medical Campus, Aurora, CO, USA
| | - T Mallard
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA
| | - M Malanchini
- Department of Biological and Experimental Psychology, Queen Mary University of London, UK
| | - Z Ayorech
- PROMENTA Research Center, Department of Psychology, University of Oslo, Norway
| | - E M Tucker-Drob
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA
- Population Research Center, The University of Texas at Austin, Austin, TX, USA
| | - K P Harden
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA
- Population Research Center, The University of Texas at Austin, Austin, TX, USA
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13
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Goel N, Hernandez AE, Antoni MH, Kesmodel S, Pinheiro PS, Kobetz E, Merchant N, Cole SW. ZIP Code to Genomic Code: Neighborhood Disadvantage, Aggressive Breast Cancer Biology, and Breast Cancer Outcomes. Ann Surg 2024; 280:1-10. [PMID: 38545788 DOI: 10.1097/sla.0000000000006283] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2025]
Abstract
OBJECTIVE To determine the association between objective (geospatial) and subjective (perceived) measures of neighborhood disadvantage (ND) and aggressive breast cancer tumor biology, defined using validated social adversity-associated transcription factor (TF) activity and clinical outcomes. BACKGROUND ND is associated with shorter breast cancer recurrence-free survival (RFS), independent of individual, tumor, and treatment characteristics, suggesting potential unaccounted biological mechanisms by which ND influences RFS. METHODS We quantified TF-binding motif prevalence within promoters of differentially expressed genes for 147 tissue samples prospectively collected on the protocol. Covariate-adjusted multivariable regression analyzed objective and subjective ND scores with 5 validated TFs of social adversity and aggressive biology-pro-inflammatory activity [nuclear factor-κB ( NF-kB ), activator protein 1 ( AP-1 )], sympathetic nervous system (SNS) activity [cyclic 3'-5' adenosine monophosphate response element-binding protein ( CREB )], and protective cellular responses [interferon-regulatory factor ( IRF ) and signal transducer and activator of transcription ( STAT )]. To clinically validate these TFs as prognostic biomarkers of aggressive biology, logistic regression and multivariable Cox proportional-hazards models analyzed their association with Oncotype DX scores and RFS, respectively. RESULTS Increasing objective ND was associated with aggressive tumor biology (up-regulated NF-kB , activator protein 1, down-regulated IRF , and signal transducer and activator of transcription) and SNS activation (up-regulated CREB ). Increasing subjective ND (eg, threat to safety) was associated with up-regulated NF-kB and CREB and down-regulated IRF . These TF patterns were associated with high-risk Oncotype DX scores and shorter RFS. CONCLUSIONS In the largest human social genomics study, objective and subjective ND were significantly associated with TFs of aggressive biology and SNS activation. These TFs also correlated with worse clinical outcomes, implicating SNS activation as one potential mechanism behind ND survival disparities. These findings remain to be validated in a national cohort.
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Affiliation(s)
- Neha Goel
- Department of Surgery, Division of Surgical Oncology, School of Medicine, University of Miami Miller, Miami, FL
- Sylvester Comprehensive Cancer Center, School of Medicine, University of Miami Miller, Miami, FL
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA
| | - Alexandra E Hernandez
- Department of Surgery, Division of Surgical Oncology, School of Medicine, University of Miami Miller, Miami, FL
- Sylvester Comprehensive Cancer Center, School of Medicine, University of Miami Miller, Miami, FL
| | - Michael H Antoni
- Sylvester Comprehensive Cancer Center, School of Medicine, University of Miami Miller, Miami, FL
- Department of Psychology, University of Miami, Coral Gables, FL
| | - Susan Kesmodel
- Department of Surgery, Division of Surgical Oncology, School of Medicine, University of Miami Miller, Miami, FL
- Sylvester Comprehensive Cancer Center, School of Medicine, University of Miami Miller, Miami, FL
| | - Paulo S Pinheiro
- Department of Public Health Sciences, School of Medicine, University of Miami Miller, Miami, FL
| | - Erin Kobetz
- Sylvester Comprehensive Cancer Center, School of Medicine, University of Miami Miller, Miami, FL
- Department of Public Health Sciences, School of Medicine, University of Miami Miller, Miami, FL
- Department of Medicine, Division of Internal Medicine, School of Medicine, University of Miami Miller, Miami, FL
| | - Nipun Merchant
- Department of Surgery, Division of Surgical Oncology, School of Medicine, University of Miami Miller, Miami, FL
- Sylvester Comprehensive Cancer Center, School of Medicine, University of Miami Miller, Miami, FL
| | - Steve W Cole
- Department of Psychiatry/Biobehavioral Sciences and Medicine, School of Medicine, University of California Los Angeles David Geffen, Los Angeles, CA
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Harris KM, Levitt B, Gaydosh L, Martin C, Meyer JM, Mishra AA, Kelly AL, Aiello AE. Sociodemographic and Lifestyle Factors and Epigenetic Aging in US Young Adults: NIMHD Social Epigenomics Program. JAMA Netw Open 2024; 7:e2427889. [PMID: 39073811 PMCID: PMC11287395 DOI: 10.1001/jamanetworkopen.2024.27889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 06/18/2024] [Indexed: 07/30/2024] Open
Abstract
Importance Epigenetic clocks represent molecular evidence of disease risk and aging processes and have been used to identify how social and lifestyle characteristics are associated with accelerated biological aging. However, most research is based on samples of older adults who already have measurable chronic disease. Objective To investigate whether and how sociodemographic and lifestyle characteristics are associated with biological aging in a younger adult sample across a wide array of epigenetic clock measures. Design, Setting, and Participants This cohort study was conducted using data from the National Longitudinal Study of Adolescent to Adult Health, a US representative cohort of adolescents in grades 7 to 12 in 1994 followed up for 25 years to 2018 over 5 interview waves. Participants who provided blood samples at wave V (2016-2018) were analyzed, with samples tested for DNA methylation (DNAm) in 2021 to 2024. Data were analyzed from February 2023 to May 2024. Exposure Sociodemographic (sex, race and ethnicity, immigrant status, socioeconomic status, and geographic location) and lifestyle (obesity status by body mass index [BMI] in categories of reference range or underweight [<25], overweight [25 to <30], obesity [30 to <40], and severe obesity [≥40]; exercise level; tobacco use; and alcohol use) characteristics were assessed. Main Outcome and Measure Biological aging assessed from banked blood DNAm using 16 epigenetic clocks. Results Data were analyzed from 4237 participants (mean [SD] age, 38.4 [2.0] years; percentage [SE], 51.3% [0.01] female and 48.7% [0.01] male; percentage [SE], 2.7% [<0.01] Asian or Pacific Islander, 16.7% [0.02] Black, 8.7% [0.01] Hispanic, and 71.0% [0.03] White). Sociodemographic and lifestyle factors were more often associated with biological aging in clocks trained to estimate morbidity and mortality (eg, PhenoAge, GrimAge, and DunedinPACE) than clocks trained to estimate chronological age (eg, Horvath). For example, the β for an annual income less than $25 000 vs $100 000 or more was 1.99 years (95% CI, 0.45 to 3.52 years) for PhenoAgeAA, 1.70 years (95% CI, 0.68 to 2.72 years) for GrimAgeAA, 0.33 SD (95% CI, 0.17 to 0.48 SD) for DunedinPACE, and -0.17 years (95% CI, -1.08 to 0.74 years) for Horvath1AA. Lower education, lower income, higher obesity levels, no exercise, and tobacco use were associated with faster biological aging across several clocks; associations with GrimAge were particularly robust (no college vs college or higher: β = 2.63 years; 95% CI, 1.67-3.58 years; lower vs higher annual income: <$25 000 vs ≥$100 000: β = 1.70 years; 95% CI, 0.68-2.72 years; severe obesity vs no obesity: β = 1.57 years; 95% CI, 0.51-2.63 years; no weekly exercise vs ≥5 bouts/week: β = 1.33 years; 95% CI, 0.67-1.99 years; current vs no smoking: β = 7.16 years; 95% CI, 6.25-8.07 years). Conclusions and Relevance This study found that important social and lifestyle factors were associated with biological aging in a nationally representative cohort of younger adults. These findings suggest that molecular processes underlying disease risk may be identified in adults entering midlife before disease is manifest and inform interventions aimed at reducing social inequalities in heathy aging and longevity.
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Affiliation(s)
- Kathleen Mullan Harris
- Department of Sociology, University of North Carolina at Chapel Hill
- Carolina Population Center, University of North Carolina at Chapel Hill
| | - Brandt Levitt
- Carolina Population Center, University of North Carolina at Chapel Hill
| | - Lauren Gaydosh
- Department of Sociology, University of Texas at Austin
- Population Research Center, University of Texas at Austin
| | - Chantel Martin
- Carolina Population Center, University of North Carolina at Chapel Hill
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill
| | - Jess M. Meyer
- Department of Population Health, University of Kansas Medical Center, Kansas City
| | | | | | - Allison E. Aiello
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
- Robert N. Butler Columbia Aging Center, Mailman School of Public Health, Columbia University, New York, New York
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15
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Hemond CC, Deshpande M, Berrios-Morales I, Zheng S, Meyer JS, Slavich GM, Cole SW. A single-arm, open-label pilot study of neuroimaging, behavioral, and peripheral inflammatory correlates of mindfulness-based stress reduction in multiple sclerosis. Sci Rep 2024; 14:14044. [PMID: 38890336 PMCID: PMC11189512 DOI: 10.1038/s41598-024-62960-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: 02/14/2024] [Accepted: 05/23/2024] [Indexed: 06/20/2024] Open
Abstract
Multiple sclerosis (MS) is a chronic neurological disease frequently associated with significant fatigue, anxiety, depression, and stress. These symptoms are difficult to treat, and prominently contribute to the decreases in quality of life observed with MS. The underlying mechanisms of these "silent" symptoms are not well understood and include not just the psychological responses to a chronic disease, but also biological contributions from bidirectional psycho-neuro-immune (dys)regulation of systemic inflammatory biology. To address these issues, we conducted a prospective, observational pilot study to investigate the psychological, biological, and neuroarchitecture changes associated with a mindfulness-based stress reduction (MBSR) program in MS. The overarching hypothesis was that MBSR modulates systemic and central nervous system inflammation via top-down neurocognitive control over forebrain limbic areas responsible for the neurobiological stress response. 23 patients were enrolled in MBSR and assessed pre/post-program with structural 3 T MRI, behavioral measures, hair cortisol, and blood measures of peripheral inflammation, as indexed by the Conserved Transcriptional Response to Adversity (CTRA) profile. MBSR was associated with improvements across a variety of behavioral outcomes, as well as on-study enlargement of the head of the right hippocampus. The CTRA analyses revealed that greater inflammatory gene expression was related to worse patient-reported anxiety, depression, stress, and loneliness, in addition to lower eudaimonic well-being. Hair cortisol did not significantly change from pre- to post-MBSR. These results support the use of MBSR in MS and elucidate inflammatory mechanisms related to key patient-reported outcomes in this population.
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Affiliation(s)
- Christopher C Hemond
- Department of Neurology, University of Massachusetts Chan Medical School, 55 Lake Avenue North, Worcester, MA, 01655, USA.
| | - Mugdha Deshpande
- Department of Neurology, University of Massachusetts Chan Medical School, 55 Lake Avenue North, Worcester, MA, 01655, USA
| | - Idanis Berrios-Morales
- Department of Neurology, University of Massachusetts Chan Medical School, 55 Lake Avenue North, Worcester, MA, 01655, USA
| | - Shaokuan Zheng
- Department of Radiology, University of Massachusetts Chan Medical School, Worcester, MA, 01655, USA
| | - Jerrold S Meyer
- Department of Psychological & Brain Sciences, University of Massachusetts Amherst, Amherst, MA, 01003, USA
| | - George M Slavich
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, 90095, USA
| | - Steven W Cole
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, 90095, USA
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16
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Bower JE, Ganz PA, Irwin MR, Crespi CM, Petersen L, Asher A, Hurvitz SA, Cole SW. Type I interferons, inflammation, and fatigue in a longitudinal RNA study of women with breast cancer. Brain Behav Immun 2024; 118:312-317. [PMID: 38325563 PMCID: PMC11095951 DOI: 10.1016/j.bbi.2024.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 01/12/2024] [Accepted: 02/02/2024] [Indexed: 02/09/2024] Open
Abstract
BACKGROUND Fatigue is a common side effect of cancer and its treatment and is thought to be driven in part by activation of the proinflammatory cytokine network. However, the cellular and molecular underpinnings of cancer-related fatigue (CRF) have not been determined, nor have immune pathways beyond inflammation been carefully investigated. The goal of this study was to examine the association between CRF and activation of canonical proinflammatory gene regulation pathways and Type I interferon (IFN) signaling pathways in breast cancer patients during and after treatment. METHODS Women diagnosed with early-stage breast cancer (n = 181) completed assessments before and after treatment with radiation and/or chemotherapy and at 6, 12, and 18-month post-treatment follow-ups. Assessments included self-reported fatigue (Multidimensional Fatigue Symptom Inventory - Short Form) and expression of pre-specified sets of Type I IFN and pro-inflammatory immune response genes determined from mRNA sequencing of PBMCs. Mixed effect linear models examined changes in fatigue and immune gene expression over time and tested the hypothesis that fatigue would be associated with increased expression of Type I IFN and inflammatory response genes. RESULTS There were significant changes in fatigue and immune gene expression across the assessment period; all measures increased from pre- to post-treatment but showed diverging patterns over the follow-up, with declines in fatigue and persistent elevations in Type I IFN and proinflammatory gene expression. In mixed effect linear models, expression of Type I IFN response genes was elevated in association with fatigue across the assessment period, from pre-treatment to 18-month follow-up. In contrast, pro-inflammatory gene expression was associated with fatigue only at 6, 12, and 18-month follow-ups. Analyses controlling for changes in leukocyte subsets continued to show a significant association between fatigue and Type I IFN gene expression but reduced the time-dependent association with pro-inflammatory gene expression to non-significant. CONCLUSIONS Results revealed unexpected complexity in the immune underpinnings of CRF and identify a novel role for IFN signaling as a robust contributor to this symptom before, during, and after treatment. Pro-inflammatory gene expression emerged as a predictor of fatigue later in the cancer trajectory, and that effect was primarily accounted for by a concurrent increase in monocyte prevalence.
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Affiliation(s)
- Julienne E Bower
- UCLA Department of Psychology, United States; UCLA Department of Psychiatry and Biobehavioral Sciences, United States; Cousins Center for Psychoneuroimmunology, United States; Jonsson Comprehensive Cancer Center, United States.
| | - Patricia A Ganz
- Jonsson Comprehensive Cancer Center, United States; UCLA Schools of Medicine and Public Health, United States
| | - Michael R Irwin
- UCLA Department of Psychiatry and Biobehavioral Sciences, United States; Cousins Center for Psychoneuroimmunology, United States
| | - Catherine M Crespi
- Jonsson Comprehensive Cancer Center, United States; UCLA Department of Biostatistics, United States
| | | | - Arash Asher
- Samuel Oschin Comprehensive Cancer Institute at Cedars-Sinai Medical Center, United States
| | - Sara A Hurvitz
- University of Washington Department of Medicine, United States; Fred Hutchinson Cancer Center, United States
| | - Steve W Cole
- UCLA Department of Psychiatry and Biobehavioral Sciences, United States; Cousins Center for Psychoneuroimmunology, United States; UCLA Department of Medicine, United States
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17
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Kuhlman KR, Radin A, Cole SW, Bower JE. Psychosocial predictors of the innate immune response to influenza vaccination. Psychoneuroendocrinology 2024; 163:106989. [PMID: 38354453 DOI: 10.1016/j.psyneuen.2024.106989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 02/05/2024] [Accepted: 02/05/2024] [Indexed: 02/16/2024]
Abstract
Experimental activation of the innate immune system has contributed significantly to both our understanding of how psychological factors influence immune function as well as how immune activity influences the brain and behavior. The annual influenza vaccine can be used to interrogate the effects of mild immune stimulation on day-to-day changes in psychological processes in human subjects that range across the lifespan and in both clinical and non-clinical populations. Yet, the immune response to the influenza vaccine in the days immediately following its administration are not well characterized. The present study describes changes in inflammatory and antiviral gene expression within circulating immune cells, plasma cytokines, and C-reactive protein (CRP) following receipt of the flu vaccine, and further reports the association between several common behavioral health factors and the acute immune response. Participants were 65 adults (mean age 18.81 ± 1.03 years; 66.2% female) who provided a blood sample immediately before and then 24 h after receiving the vaccine. A subsample also provided additional blood samples at 48 and 72 h. Plasma was assayed for CRP, IL-6, IL-10, IL-8, TNF-α, and IFN-γ, and peripheral blood mononuclear cell RNA was sequenced for evidence of change in expression of an a priori set of type 1 interferon (IFN) and inflammatory response genes (INFLAM). Plasma cytokines, CRP, and IFN response genes increased 24 h after vaccination, all ps < .001. The increase in IFN gene expression correlated with the observed increase in plasma cytokines and CRP, p < .0001. The immune response to influenza vaccination at 24-hours was moderated by anxiety symptoms, BMI, being female, sleep, and history of influenza vaccination. These factors and their associations with common immune challenges may be useful in studies interrogating the origins of immune dysregulation. The annual influenza vaccine is an accessible and reliable exogenous activator of both circulating and transcriptional markers of innate immune reactivity, with sensitivity to behavioral health factors relevant for psychoneuroimmunology research.
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Affiliation(s)
- Kate Ryan Kuhlman
- Department of Psychological Science, School of Social Ecology, University of California Irvine, Irvine, CA, USA; Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
| | - Arielle Radin
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | - Steve W Cole
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
| | - Julienne E Bower
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA; Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
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18
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Harris KM, Levitt B, Gaydosh L, Martin C, Meyer JM, Mishra AA, Kelly AL, Aiello AE. The Sociodemographic and Lifestyle Correlates of Epigenetic Aging in a Nationally Representative U.S. Study of Younger Adults. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.21.585983. [PMID: 38585956 PMCID: PMC10996523 DOI: 10.1101/2024.03.21.585983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Importance Epigenetic clocks represent molecular evidence of disease risk and aging processes and have been used to identify how social and lifestyle characteristics are associated with accelerated biological aging. However, most of this research is based on older adult samples who already have measurable chronic disease. Objective To investigate whether and how sociodemographic and lifestyle characteristics are related to biological aging in a younger adult sample across a wide array of epigenetic clock measures. Design Nationally representative prospective cohort study. Setting United States (U.S.). Participants Data come from the National Longitudinal Study of Adolescent to Adult Health, a national cohort of adolescents in grades 7-12 in U.S. in 1994 followed for 25 years over five interview waves. Our analytic sample includes participants followed-up through Wave V in 2016-18 who provided blood samples for DNA methylation (DNAm) testing (n=4237) at Wave V. Exposure Sociodemographic (sex, race/ethnicity, immigrant status, socioeconomic status, geographic location) and lifestyle (obesity status, exercise, tobacco, and alcohol use) characteristics. Main Outcome Biological aging assessed from blood DNAm using 16 epigenetic clocks when the cohort was aged 33-44 in Wave V. Results While there is considerable variation in the mean and distribution of epigenetic clock estimates and in the correlations among the clocks, we found sociodemographic and lifestyle factors are more often associated with biological aging in clocks trained to predict current or dynamic phenotypes (e.g., PhenoAge, GrimAge and DunedinPACE) as opposed to clocks trained to predict chronological age alone (e.g., Horvath). Consistent and strong associations of faster biological aging were found for those with lower levels of education and income, and those with severe obesity, no weekly exercise, and tobacco use. Conclusions and Relevance Our study found important social and lifestyle factors associated with biological aging in a nationally representative cohort of younger-aged adults. These findings indicate that molecular processes underlying disease risk can be identified in adults entering midlife before disease is manifest and represent useful targets for interventions to reduce social inequalities in heathy aging and longevity. Key Points Question: Are epigenetic clocks, measures of biological aging developed mainly on older-adult samples, meaningful for younger adults and associated with sociodemographic and lifestyle characteristics in expected patterns found in prior aging research?Findings: Sociodemographic and lifestyle factors were associated with biological aging in clocks trained to predict morbidity and mortality showing accelerated aging among those with lower levels of education and income, and those with severe obesity, no weekly exercise, and tobacco use.Meaning: Age-related molecular processes can be identified in younger-aged adults before disease manifests and represent potential interventions to reduce social inequalities in heathy aging and longevity.
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Bird CM, Kate Webb E, Cole SW, Tomas CW, Knight JM, Timmer-Murillo SC, Larson CL, deRoon-Cassini TA, Torres L. Experiences of racial discrimination and adverse gene expression among black individuals in a level 1 trauma center sample. Brain Behav Immun 2024; 116:229-236. [PMID: 38070623 PMCID: PMC10872243 DOI: 10.1016/j.bbi.2023.12.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 11/28/2023] [Accepted: 12/04/2023] [Indexed: 12/19/2023] Open
Abstract
Up to 40 % of individuals who sustain traumatic injuries are at risk for posttraumatic stress disorder (PTSD) and the conditional risk for developing PTSD is even higher for Black individuals. Exposure to racial discrimination, including at both interpersonal and structural levels, helps explain this health inequity. Yet, the relationship between racial discrimination and biological processes in the context of traumatic injury has yet to be fully explored. The current study examined whether racial discrimination is associated with a cumulative measure of biological stress, the gene expression profile conserved transcriptional response to adversity (CTRA), in Black trauma survivors. Two-weeks (T1) and six-months (T2) post-injury, Black participants (N = 94) provided a blood specimen and completed assessments of lifetime racial discrimination and PTSD symptoms. Mixed effect linear models evaluated the relationship between change in CTRA gene expression and racial discrimination while adjusting for age, gender, body mass index (BMI), smoking history, heavy alcohol use history, and trauma-related variables (mechanism of injury, lifetime trauma). Results revealed that for individuals exposed to higher levels of lifetime racial discrimination, CTRA significantly increased between T1 and T2. Conversely, CTRA did not increase significantly over time in individuals exposed to lower levels of lifetime racial discrimination. Thus, racial discrimination appeared to lead to a more sensitized biological profile which was further amplified by the effects of a recent traumatic injury. These findings replicate and extend previous research elucidating the processes by which racial discrimination targets biological systems.
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Affiliation(s)
| | - E Kate Webb
- McLean Hospital, Division of Depression and Anxiety Disorders, Belmont, MA USA; Harvard Medical School, Department of Psychiatry, Boston, MA USA
| | - Steven W Cole
- Cousins Center for Psychoneuroimmunology, Jane & Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA 90095, USA
| | - Carissa W Tomas
- Division of Epidemiology and Social Sciences, Institute for Health and Equity, Medical College of Wisconsin, WI, USA
| | - Jennifer M Knight
- Department of Trauma and Surgery, Medical College of Wisconsin, WI, USA
| | | | - Christine L Larson
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | | | - Lucas Torres
- Department of Psychology, Marquette University, Milwaukee, WI, USA
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20
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Ravi S, Shanahan MJ, Levitt B, Harris KM, Cole SW. Socioeconomic inequalities in early adulthood disrupt the immune transcriptomic landscape via upstream regulators. Sci Rep 2024; 14:1255. [PMID: 38218990 PMCID: PMC10787749 DOI: 10.1038/s41598-024-51517-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 01/06/2024] [Indexed: 01/15/2024] Open
Abstract
Disparities in socio-economic status (SES) predict many immune system-related diseases, and previous research documents relationships between SES and the immune cell transcriptome. Drawing on a bioinformatically-informed network approach, we situate these findings in a broader molecular framework by examining the upstream regulators of SES-associated transcriptional alterations. Data come from the National Longitudinal Study of Adolescent to Adult Health (Add Health), a nationally representative sample of 4543 adults in the United States. Results reveal a network-of differentially expressed genes, transcription factors, and protein neighbors of transcription factors-that shows widespread SES-related dysregulation of the immune system. Mediational models suggest that body mass index (BMI) plays a key role in accounting for many of these associations. Overall, the results reveal the central role of upstream regulators in socioeconomic differences in the molecular basis of immunity, which propagate to increase risk of chronic health conditions in later-life.
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Affiliation(s)
- Sudharshan Ravi
- Jacobs Center for Productive Youth Development, University of Zürich, Andreasstrasse 15, 8050, Zürich, Switzerland.
| | - Michael J Shanahan
- Jacobs Center for Productive Youth Development, University of Zürich, Andreasstrasse 15, 8050, Zürich, Switzerland
- Department of Sociology, University of Zürich, 8050, Zürich, Switzerland
| | - Brandt Levitt
- Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27516, USA
| | - Kathleen Mullan Harris
- Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27516, USA
- Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599-3210, USA
| | - Steven W Cole
- School of Medicine, University of California, Los Angeles, CA, 90095, USA
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21
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Villablanca A, Dugger BN, Nuthikattu S, Chauhan J, Cheung S, Chuah CN, Garrison SL, Milenkovic D, Norman JE, Oliveira LC, Smith BP, Brown SD. How cy pres promotes transdisciplinary convergence science: an academic health center for women's cardiovascular and brain health. J Clin Transl Sci 2024; 8:e16. [PMID: 38384925 PMCID: PMC10880003 DOI: 10.1017/cts.2023.705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Revised: 11/15/2023] [Accepted: 12/15/2023] [Indexed: 02/23/2024] Open
Abstract
Cardiovascular disease (CVD) is largely preventable, and the leading cause of death for men and women. Though women have increased life expectancy compared to men, there are marked sex disparities in prevalence and risk of CVD-associated mortality and dementia. Yet, the basis for these and female-male differences is not completely understood. It is increasingly recognized that heart and brain health represent a lifetime of exposures to shared risk factors (including obesity, hyperlipidemia, diabetes, and hypertension) that compromise cerebrovascular health. We describe the process and resources for establishing a new research Center for Women's Cardiovascular and Brain Health at the University of California, Davis as a model for: (1) use of the cy pres principle for funding science to improve health; (2) transdisciplinary collaboration to leapfrog progress in a convergence science approach that acknowledges and addresses social determinants of health; and (3) training the next generation of diverse researchers. This may serve as a blueprint for future Centers in academic health institutions, as the cy pres mechanism for funding research is a unique mechanism to leverage residual legal settlement funds to catalyze the pace of scientific discovery, maximize innovation, and promote health equity in addressing society's most vexing health problems.
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Affiliation(s)
- Amparo Villablanca
- Department of Internal Medicine, University of California, Davis, CA, USA
| | - Brittany N. Dugger
- Department of Pathology and Laboratory Medicine, University of California, Davis, CA, USA
| | | | - Joohi Chauhan
- Department of Pathology and Laboratory Medicine, University of California, Davis, CA, USA
- Department of Computer Engineering, University of California, Davis, CA, USA
| | - Samson Cheung
- Department of Computer Engineering, University of California, Davis, CA, USA
| | - Chen-Nee Chuah
- Department of Computer Engineering, University of California, Davis, CA, USA
| | - Siedah L. Garrison
- Department of Internal Medicine, University of California, Davis, CA, USA
| | | | - Jennifer E. Norman
- Department of Internal Medicine, University of California, Davis, CA, USA
| | - Luca Cerny Oliveira
- Department of Computer Engineering, University of California, Davis, CA, USA
| | - Bridgette P. Smith
- Department of Internal Medicine, University of California, Davis, CA, USA
| | - Susan D. Brown
- Department of Internal Medicine, University of California, Davis, CA, USA
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22
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Mutua F, Su RC, Mesa C, Lopez C, Ball TB, Kiazyk S. Type I interferons and Mycobacterium tuberculosis whole cell lysate induce distinct transcriptional responses in M. tuberculosis infection. Tuberculosis (Edinb) 2023; 143:102409. [PMID: 37729851 DOI: 10.1016/j.tube.2023.102409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 09/06/2023] [Accepted: 09/11/2023] [Indexed: 09/22/2023]
Abstract
Type I interferon (IFN)-induced genes have the potential for distinguishing active tuberculosis (ATB) from latent TB infection (LTBI) and healthy controls (HC), monitoring treatment, and detection of individuals at risk of progression to active disease. We examined the differential effects of IFN-α, IFN-β and Mycobacterium tuberculosis whole cell lysate (Mtb WCL) stimulation on the expression of selected IFN-stimulated genes in peripheral blood mononuclear cells from individuals with either LTBI, ATB, and healthy controls. Stimulation with IFN-α and IFN-β induced a higher expression of the interrogated genes while Mtb WCL stimulation induced expression similar to that observed at baseline, with the exception of IL-1A and IL-1B genes that were downregulated. The expression of IFN-α-induced FCGR1A gene, IFN-β-induced FCGR1A, FCGR1B, and SOCS3 genes, and Mtb WCL-induced IFI44, IFI44L, IFIT1, and IFITM3 genes differed significantly between LTBI and ATB. These findings suggest stimulation-driven gene expression patterns could potentially discriminate LTBI and ATB. Mechanistic studies are necessary to define the processes through which distinct type I IFNs and downstream ISGs determine infection outcomes and identify potential host-directed therapeutic strategies.
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Affiliation(s)
- Florence Mutua
- Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Canada; Department of Medical Microbiology and Immunology, Kenyatta National Hospital Campus, University of Nairobi, Kenya
| | - Ruey-Chyi Su
- Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Canada; JC Wilt Infectious Diseases Research Centre, National Microbiology Laboratory, Public Health Agency of Canada, Canada
| | - Christine Mesa
- JC Wilt Infectious Diseases Research Centre, National Microbiology Laboratory, Public Health Agency of Canada, Canada
| | - Carmen Lopez
- Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Canada; JC Wilt Infectious Diseases Research Centre, National Microbiology Laboratory, Public Health Agency of Canada, Canada
| | - T Blake Ball
- Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Canada; JC Wilt Infectious Diseases Research Centre, National Microbiology Laboratory, Public Health Agency of Canada, Canada
| | - Sandra Kiazyk
- Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Canada; JC Wilt Infectious Diseases Research Centre, National Microbiology Laboratory, Public Health Agency of Canada, Canada.
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Potente C, Chumbley J, Xu W, Levitt B, Cole SW, Ravi S, Bodelet JS, Gaydosh L, Harris KM, Shanahan MJ. Socioeconomic Inequalities and Molecular Risk for Aging in Young Adulthood. Am J Epidemiol 2023; 192:1981-1990. [PMID: 37431780 PMCID: PMC10691199 DOI: 10.1093/aje/kwad155] [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: 09/01/2021] [Revised: 01/18/2023] [Accepted: 07/03/2023] [Indexed: 07/12/2023] Open
Abstract
Diverse manifestations of biological aging often reflect disparities in socioeconomic status (SES). In this paper, we examine associations between indicators of SES and an mRNA-based aging signature during young adulthood, before clinical indications of aging are common. We use data from wave V (2016-2018) of the National Longitudinal Study of Adolescent to Adult Health, a nationally representative study of adults aged 33-43 years, with transcriptomic data from a subset of 2,491 participants. Biological aging is measured using 1) a composite transcriptomic aging signature previously identified by Peters et al.'s out-of-sample meta-analysis (Nat Commun. 2015;6:8570) and 2) 9 subsets that represent functional pathways of coexpressed genes. SES refers to income, education, occupation, subjective social status, and a composite measure combining these 4 dimensions. We examine hypothesized mechanisms through which SES could affect aging: body mass index, smoking, health insurance status, difficulty paying bills, and psychosocial stress. We find that SES-especially the composite measure and income-is associated with transcriptomic aging and immune, mitochondrial, ribosomal, lysosomal, and proteomal pathways. Counterfactual mediational models suggest that the mediators partially account for these associations. The results thus reveal that numerous biological pathways associated with aging are already linked to SES in young adulthood.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Michael J Shanahan
- Correspondence to Dr. Michael J. Shanahan, Jacobs Center for Productive Youth Development, University of Zürich, Zürich, Switzerland (e-mail: )
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24
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Bachman SL, Cole S, Yoo HJ, Nashiro K, Min J, Mercer N, Nasseri P, Thayer JF, Lehrer P, Mather M. Daily heart rate variability biofeedback training decreases locus coeruleus MRI contrast in younger adults in a randomized clinical trial. Int J Psychophysiol 2023; 193:112241. [PMID: 37647944 PMCID: PMC10591988 DOI: 10.1016/j.ijpsycho.2023.08.014] [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: 05/05/2023] [Revised: 08/10/2023] [Accepted: 08/25/2023] [Indexed: 09/01/2023]
Abstract
As an arousal hub region in the brain, the locus coeruleus (LC) has bidirectional connections with the autonomic nervous system. Magnetic resonance imaging (MRI)-based measures of LC structural integrity have been linked to cognition and arousal, but less is known about factors that influence LC structure and function across time. Here, we tested the effects of heart rate variability (HRV) biofeedback, an intervention targeting the autonomic nervous system, on LC MRI contrast and sympathetic activity. Younger and older participants completed daily HRV biofeedback training for five weeks. Those assigned to an experimental condition performed biofeedback involving slow, paced breathing designed to increase heart rate oscillations, whereas those assigned to a control condition performed biofeedback to decrease heart rate oscillations. At the pre- and post-training timepoints, LC contrast was assessed using turbo spin echo MRI scans, and RNA sequencing was used to assess cAMP-responsive element binding protein (CREB)-regulated gene expression in circulating blood cells, an index of sympathetic nervous system signaling. We found that left LC contrast decreased in younger participants in the experimental group, and across younger participants, decreases in left LC contrast were related to the extent to which participants increased their heart rate oscillations during training. Furthermore, decreases in left LC contrast were associated with decreased expression of CREB-associated gene transcripts. On the contrary, there were no effects of biofeedback on LC contrast among older participants in the experimental group. These findings provide novel evidence that in younger adults, HRV biofeedback involving slow, paced breathing can decrease both LC contrast and sympathetic nervous system signaling.
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Affiliation(s)
- Shelby L Bachman
- University of Southern California, Los Angeles, CA 90089, United States of America
| | - Steve Cole
- University of California Los Angeles, Los Angeles, CA 90095, United States of America
| | - Hyun Joo Yoo
- University of Southern California, Los Angeles, CA 90089, United States of America
| | - Kaoru Nashiro
- University of Southern California, Los Angeles, CA 90089, United States of America
| | - Jungwon Min
- University of Southern California, Los Angeles, CA 90089, United States of America
| | - Noah Mercer
- University of Southern California, Los Angeles, CA 90089, United States of America
| | - Padideh Nasseri
- University of Southern California, Los Angeles, CA 90089, United States of America
| | - Julian F Thayer
- University of California Irvine, Irvine, CA 92697, United States of America
| | - Paul Lehrer
- Rutgers University, Piscataway, NJ 08852, United States of America
| | - Mara Mather
- University of Southern California, Los Angeles, CA 90089, United States of America.
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25
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Walton KG, Wenuganen S, Cole SW. Transcendental Meditation practitioners show reduced expression of the Conserved Transcriptional Response to Adversity. Brain Behav Immun Health 2023; 32:100672. [PMID: 37560036 PMCID: PMC10407892 DOI: 10.1016/j.bbih.2023.100672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 07/20/2023] [Accepted: 07/30/2023] [Indexed: 08/11/2023] Open
Abstract
BACKGROUND AND OBJECTIVES A recent exploratory study of transcriptional effects of long-term practice of Transcendental Meditation (TM) technologies found evidence for altered expression of genes associated with health and disease. In the present secondary analysis of those data, we test the more specific hypothesis that this sample of long-term practitioners shows a significant reduction in markers of the "Conserved Transcriptional Response to Adversity" (CTRA), an RNA profile characterized by up-regulated inflammation and down-regulated Type I interferon (IFN) activity. MATERIALS AND METHODS Data come from a previously published study providing genome-wide transcriptional profiles of peripheral blood mononuclear cells (PBMC) from healthy, 38-year practitioners of TM technologies and matched controls (n = 12, mean age 65). The current analysis specifically tests for differential expression of a previously established CTRA indicator gene score, with cross-validation by promoter-based bioinformatic analysis of CTRA-typical differences in transcription factor activity and monocyte subset cellular origins. RESULTS Compared to controls, the TM group showed lower expression of a pre-specified set of CTRA indicator genes. These effects were accompanied by genome-wide indications of down-regulated pro-inflammatory transcription factor activity (NF-κB, AP-1), up-regulated activity of Interferon Response Factors (IRF) and reduced transcriptional activity of classical monocytes. Conclusions: A sample of long-term practitioners of TM showed reduced CTRA gene expression in PBMC compared to matched controls, supporting the likely value of further research to evaluate causality and specificity of this potential mechanism of health benefits in meditators.
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Affiliation(s)
- Kenneth G. Walton
- Institute for Prevention Research, Fairfield, IA, 52556, USA
- Department of Physiology and Health, Maharishi International University, Fairfield, IA, 52556, USA
| | - Supaya Wenuganen
- Center for Brain, Cognition, and Consciousness, Maharishi International University, Fairfield, IA, 52557, USA
| | - Steven W. Cole
- Department of Medicine, Division of Hematology-Oncology, UCLA School of Medicine, Los Angeles, CA, 90095, USA
- Department of Psychiatry & Biobehavioral Sciences, UCLA School of Medicine, Los Angeles, CA, 90095, USA
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26
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Ravi S, Shanahan MJ, Levitt B, Harris KM, Cole SW. Socioeconomic inequalities in young adulthood disrupt the immune transcriptomic landscape via upstream regulators. RESEARCH SQUARE 2023:rs.3.rs-3295746. [PMID: 37720018 PMCID: PMC10503859 DOI: 10.21203/rs.3.rs-3295746/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/19/2023]
Abstract
Disparities in socio-economic status (SES) predict many immune system-related diseases, and previous research documents relationships between SES and the immune cell transcriptome. Drawing on a bioinformatically-informed network approach, we situate these findings in a broader molecular framework by examining the upstream regulators of SES-associated transcriptional alterations. Data come from the National Longitudinal Study of Adolescent to Adult Health (Add Health), a nationally representative sample of 4,543 adults in the United States. Results reveal a network-of differentially-expressed genes, transcription factors, and protein neighbors of transcription factors- that shows widespread SES-related dysregulation of the immune system. Mediational models suggest that body mass index plays a key role in accounting for many of these associations. Overall, the results reveal the central role of upstream regulators in socioeconomic differences in the molecular basis of immunity, which propagate to increase risk of chronic health conditions in later-life.
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27
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Dong TS, Gee GC, Beltran-Sanchez H, Wang M, Osadchiy V, Kilpatrick LA, Chen Z, Subramanyam V, Zhang Y, Guo Y, Labus JS, Naliboff B, Cole S, Zhang X, Mayer EA, Gupta A. How Discrimination Gets Under the Skin: Biological Determinants of Discrimination Associated With Dysregulation of the Brain-Gut Microbiome System and Psychological Symptoms. Biol Psychiatry 2023; 94:203-214. [PMID: 36754687 PMCID: PMC10684253 DOI: 10.1016/j.biopsych.2022.10.011] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 10/11/2022] [Accepted: 10/12/2022] [Indexed: 11/02/2022]
Abstract
BACKGROUND Discrimination is associated with negative health outcomes as mediated in part by chronic stress, but a full understanding of the biological pathways is lacking. Here we investigate the effects of discrimination involved in dysregulating the brain-gut microbiome (BGM) system. METHODS A total of 154 participants underwent brain magnetic resonance imaging to measure functional connectivity. Fecal samples were obtained for 16S ribosomal RNA profiling and fecal metabolites and serum for inflammatory markers, along with questionnaires. The Everyday Discrimination Scale was administered to measure chronic and routine experiences of unfair treatment. A sparse partial least squares-discriminant analysis was conducted to predict BGM alterations as a function of discrimination, controlling for sex, age, body mass index, and diet. Associations between discrimination-related BGM alterations and psychological variables were assessed using a tripartite analysis. RESULTS Discrimination was associated with anxiety, depression, and visceral sensitivity. Discrimination was associated with alterations of brain networks related to emotion, cognition and self-perception, and structural and functional changes in the gut microbiome. BGM discrimination-related associations varied by race/ethnicity. Among Black and Hispanic individuals, discrimination led to brain network changes consistent with psychological coping and increased systemic inflammation. For White individuals, discrimination was related to anxiety but not inflammation, while for Asian individuals, the patterns suggest possible somatization and behavioral (e.g., dietary) responses to discrimination. CONCLUSIONS Discrimination is attributed to changes in the BGM system more skewed toward inflammation, threat response, emotional arousal, and psychological symptoms. By integrating diverse lines of research, our results demonstrate evidence that may explain how discrimination contributes to health inequalities.
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Affiliation(s)
- Tien S Dong
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California, Los Angeles, Los Angeles, California; David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California; UCLA Microbiome Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California; G. Oppenheimer Center for Neurobiology of Stress and Resilience, University of California, Los Angeles, Los Angeles, California; Division of Gastroenterology, Hepatology and Parenteral Nutrition, VA Greater Los Angeles Healthcare System, Los Angeles, California.
| | - Gilbert C Gee
- Department of Community Health Sciences Fielding School of Public Health, Los Angeles, California; California Center for Population Research, University of California, Los Angeles, Los Angeles, California
| | - Hiram Beltran-Sanchez
- Department of Community Health Sciences Fielding School of Public Health, Los Angeles, California; California Center for Population Research, University of California, Los Angeles, Los Angeles, California
| | - May Wang
- Department of Community Health Sciences Fielding School of Public Health, Los Angeles, California
| | - Vadim Osadchiy
- Department of Urology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California
| | - Lisa A Kilpatrick
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California, Los Angeles, Los Angeles, California; David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California; G. Oppenheimer Center for Neurobiology of Stress and Resilience, University of California, Los Angeles, Los Angeles, California
| | - Zixi Chen
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California, Los Angeles, Los Angeles, California
| | - Vishvak Subramanyam
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California, Los Angeles, Los Angeles, California
| | - Yurui Zhang
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California, Los Angeles, Los Angeles, California
| | - Yinming Guo
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California, Los Angeles, Los Angeles, California
| | - Jennifer S Labus
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California, Los Angeles, Los Angeles, California; David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California; UCLA Microbiome Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California; G. Oppenheimer Center for Neurobiology of Stress and Resilience, University of California, Los Angeles, Los Angeles, California
| | - Bruce Naliboff
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California, Los Angeles, Los Angeles, California; David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California; UCLA Microbiome Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California; G. Oppenheimer Center for Neurobiology of Stress and Resilience, University of California, Los Angeles, Los Angeles, California
| | - Steve Cole
- David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California; Department of Psychiatry & Biobehavioral Sciences and Medicine, University of California, Los Angeles, Los Angeles, California
| | - Xiaobei Zhang
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California, Los Angeles, Los Angeles, California; David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California; G. Oppenheimer Center for Neurobiology of Stress and Resilience, University of California, Los Angeles, Los Angeles, California
| | - Emeran A Mayer
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California, Los Angeles, Los Angeles, California; David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California; UCLA Microbiome Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California; G. Oppenheimer Center for Neurobiology of Stress and Resilience, University of California, Los Angeles, Los Angeles, California
| | - Arpana Gupta
- Vatche and Tamar Manoukian Division of Digestive Diseases, University of California, Los Angeles, Los Angeles, California; David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California; UCLA Microbiome Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California; G. Oppenheimer Center for Neurobiology of Stress and Resilience, University of California, Los Angeles, Los Angeles, California.
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28
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Lee SH, Cole SW, Choi I, Sung K, Kim S, Youm Y, Chey J. Social network position and the Conserved Transcriptional Response to Adversity in older Koreans. Psychoneuroendocrinology 2023; 155:106342. [PMID: 37523898 DOI: 10.1016/j.psyneuen.2023.106342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 06/16/2023] [Accepted: 07/20/2023] [Indexed: 08/02/2023]
Abstract
BACKGROUND Social connections are crucial to human health and well-being. Previous research on molecular mechanisms in health has focused primarily on the individual-level perception of social connections (e.g., loneliness). This study adopted socio-centric social network analysis that includes all social ties from the entire population of interest to examine the group-level social connections and their association with a molecular genomic measure of health. METHODS Using socio-centric (global) social network data from an entire village in Korea, we investigated how social network characteristics are related to immune cell gene expression among older adults. Blood samples were collected (N = 53, 65-79 years) and mixed effect linear model analyses were performed to examine the association between social network characteristics and Conserved Transcriptional Response to Adversity (CTRA) RNA expression patterns. RESULTS Social network positions measured by k-core score, the degree of cohesive core positions in an entire village, were significantly associated with CTRA downregulation. Such associations emerged above and beyond the effects of perceived social isolation (loneliness) and biobehavioral risk factors (smoking, alcohol, BMI, etc.). Social network size, defined as degree centrality, was also associated with reduced CTRA gene expression, but its association mimicked that of perceived social isolation (loneliness). CONCLUSIONS The current findings implicate community-level social network characteristics in the regulation of individual human genome function above and beyond individual-level perceptions of connectedness.
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Affiliation(s)
- Sung-Ha Lee
- Center for Happiness Studies, Seoul National University, South Korea
| | - Steven W Cole
- Departments of Medicine and Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, USA
| | - Incheol Choi
- Center for Happiness Studies, Seoul National University, South Korea; Department of Psychology, Seoul National University, South Korea
| | - Kiho Sung
- Department of Sociology, Yonsei University, South Korea
| | - Somin Kim
- Department of Psychology, Seoul National University, South Korea
| | - Yoosik Youm
- Department of Sociology, Yonsei University, South Korea.
| | - Jeanyung Chey
- Department of Psychology, Seoul National University, South Korea.
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29
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Lohman T, Bains G, Cole S, Gharibvand L, Berk L, Lohman E. High-Intensity interval training reduces transcriptomic age: A randomized controlled trial. Aging Cell 2023; 22:e13841. [PMID: 37078430 PMCID: PMC10265161 DOI: 10.1111/acel.13841] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 03/22/2023] [Accepted: 03/25/2023] [Indexed: 04/21/2023] Open
Abstract
While the relationship between exercise and life span is well-documented, little is known about the effects of specific exercise protocols on modern measures of biological age. Transcriptomic age (TA) predictors provide an opportunity to test the effects of high-intensity interval training (HIIT) on biological age utilizing whole-genome expression data. A single-site, single-blinded, randomized controlled clinical trial design was utilized. Thirty sedentary participants (aged 40-65) were assigned to either a HIIT group or a no-exercise control group. After collecting baseline measures, HIIT participants performed three 10 × 1 HIIT sessions per week for 4 weeks. Each session lasted 23 min, and total exercise duration was 276 min over the course of the 1-month exercise protocol. TA, PSS-10 score, PSQI score, PHQ-9 score, and various measures of body composition were all measured at baseline and again following the conclusion of exercise/control protocols. Transcriptomic age reduction of 3.59 years was observed in the exercise group while a 3.29-years increase was observed in the control group. Also, PHQ-9, PSQI, BMI, body fat mass, and visceral fat measures were all improved in the exercise group. A hypothesis-generation gene expression analysis suggested exercise may modify autophagy, mTOR, AMPK, PI3K, neurotrophin signaling, insulin signaling, and other age-related pathways. A low dose of HIIT can reduce an mRNA-based measure of biological age in sedentary adults between the ages of 40 and 65 years old. Other changes in gene expression were relatively modest, which may indicate a focal effect of exercise on age-related biological processes.
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Affiliation(s)
- Trevor Lohman
- Loma Linda University School of Allied Health ProfessionsLoma LindaCaliforniaUSA
| | - Gurinder Bains
- Loma Linda University School of Allied Health ProfessionsLoma LindaCaliforniaUSA
| | - Steve Cole
- UCLA David Geffen School of MedicineLos AngelesCaliforniaUSA
| | - Lida Gharibvand
- Loma Linda University School of Allied Health ProfessionsLoma LindaCaliforniaUSA
| | - Lee Berk
- Loma Linda University School of Allied Health Professions, and School of MedicineLoma LindaCaliforniaUSA
| | - Everett Lohman
- Loma Linda University School of Allied Health ProfessionsLoma LindaCaliforniaUSA
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Carter LM, Alase A, Wigston Z, Psarras A, Burska A, Sutton E, Yusof MYM, Reynolds JA, McHugh N, Emery P, Wittmann M, Bruce IN, Vital EM. Gene Expression and Autoantibody Analysis Revealing Distinct Ancestry-Specific Profiles Associated With Response to Rituximab in Refractory Systemic Lupus Erythematosus. Arthritis Rheumatol 2023; 75:697-710. [PMID: 36409591 PMCID: PMC10953047 DOI: 10.1002/art.42404] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 08/26/2022] [Accepted: 11/08/2022] [Indexed: 11/23/2022]
Abstract
OBJECTIVE Gene expression profiles are associated with the clinical heterogeneity of systemic lupus erythematosus (SLE) but are not well studied as biomarkers for therapy. We studied gene expression and response to rituximab in a multiethnic UK cohort who were refractory to standard therapy. METHODS We evaluated baseline expression levels of transcripts known to associate with clinical features of SLE using a 96-probe TaqMan array and whole blood samples from 213 patients with active SLE who had been prospectively enrolled in the British Isles Lupus Assessment Group (BILAG) Biologics Register. We measured autoantibodies using immunoprecipitation and enzyme-linked immunosorbent assays. We determined responses to first-cycle rituximab at 6 months from treatment start in 110 SLE patients by assessing BILAG 2004 disease activity. RESULTS Interferon gene expression scores were lower in patients of European ancestry than in all other ancestry groups. The relationship between blood interferon gene expression scores and scores annotated to plasmablasts, neutrophils, myeloid lineage, inflammation, and erythropoiesis differed between patients of European and non-European ancestries. Hierarchical clustering revealed 3 distinct non-European ancestry patient subsets with stratified responses to rituximab that were not explained by sociodemographic and clinical variables, with responses lowest in an interferon-low, neutrophil-high cluster and highest in a cluster with high expression levels across all signatures (P < 0.001). Clusters in European ancestry patients did not predict response to rituximab but segregated patients by global disease activity and renal involvement. In both ancestral groups, interferon-high clusters were associated with U1 RNP/Sm antibodies. CONCLUSION Ancestry appears central to the immunologic and clinical heterogeneity in SLE. These results suggest that ancestry, disease activity, and transcriptional signatures could each assist in predicting the effectiveness of B cell depletion therapies.
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Affiliation(s)
- Lucy M. Carter
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, and NIHR Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS TrustLeedsUK
| | - Adewonuola Alase
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of LeedsLeedsUK
| | - Zoe Wigston
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of LeedsLeedsUK
| | - Antonios Psarras
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of LeedsLeedsUK
| | - Agata Burska
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of LeedsLeedsUK
| | - Emily Sutton
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological SciencesUniversity of ManchesterManchesterUK
| | - Md Yuzaiful Md Yusof
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, and NIHR Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS TrustLeedsUK
| | - John A. Reynolds
- Institute of Inflammation and Ageing, University of Birmingham, and Sandwell and West Birmingham NHS TrustBirminghamUK
| | | | - Neil McHugh
- Department of Pharmacy and PharmacologyUniversity of Bath, ClavertonBathUK
| | - Paul Emery
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, and NIHR Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS TrustLeedsUK
| | - Miriam Wittmann
- Department of DermatologyUniversity Medical Centre, Johannes Gutenberg‐UniversityMainzGermany
| | - Ian N. Bruce
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological SciencesUniversity of ManchesterManchesterUK
| | - Edward M. Vital
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, and NIHR Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS TrustLeedsUK
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Min J, Rouanet J, Martini AC, Nashiro K, Yoo HJ, Porat S, Cho C, Wan J, Cole SW, Head E, Nation DA, Thayer JF, Mather M. Modulating heart rate oscillation affects plasma amyloid beta and tau levels in younger and older adults. Sci Rep 2023; 13:3967. [PMID: 36894565 PMCID: PMC9998394 DOI: 10.1038/s41598-023-30167-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 02/16/2023] [Indexed: 03/11/2023] Open
Abstract
Slow paced breathing via heart rate variability (HRV) biofeedback stimulates vagus-nerve pathways that counter noradrenergic stress and arousal pathways that can influence production and clearance of Alzheimer's disease (AD)-related proteins. Thus, we examined whether HRV biofeedback intervention affects plasma Αβ40, Αβ42, total tau (tTau), and phosphorylated tau-181 (pTau-181) levels. We randomized healthy adults (N = 108) to use slow-paced breathing with HRV biofeedback to increase heart rate oscillations (Osc+) or to use personalized strategies with HRV biofeedback to decrease heart rate oscillations (Osc-). They practiced 20-40 min daily. Four weeks of practicing the Osc+ and Osc- conditions produced large effect size differences in change in plasma Aβ40 and Aβ42 levels. The Osc+ condition decreased plasma Αβ while the Osc- condition increased Αβ. Decreases in Αβ were associated with decreases in gene transcription indicators of β-adrenergic signaling, linking effects to the noradrenergic system. There were also opposing effects of the Osc+ and Osc- interventions on tTau for younger adults and pTau-181 for older adults. These results provide novel data supporting a causal role of autonomic activity in modulating plasma AD-related biomarkers.Trial registration: NCT03458910 (ClinicalTrials.gov); first posted on 03/08/2018.
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Affiliation(s)
- Jungwon Min
- University of Southern California, Los Angeles, CA, USA
| | | | | | - Kaoru Nashiro
- University of Southern California, Los Angeles, CA, USA
| | - Hyun Joo Yoo
- University of Southern California, Los Angeles, CA, USA
| | - Shai Porat
- University of Southern California, Los Angeles, CA, USA
| | - Christine Cho
- University of Southern California, Los Angeles, CA, USA
| | - Junxiang Wan
- University of Southern California, Los Angeles, CA, USA
| | - Steve W Cole
- University of California, Los Angeles, Los Angeles, CA, USA
| | | | | | | | - Mara Mather
- University of Southern California, Los Angeles, CA, USA.
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Perioperative escape from dormancy of spontaneous micro-metastases: A role for malignant secretion of IL-6, IL-8, and VEGF, through adrenergic and prostaglandin signaling. Brain Behav Immun 2023; 109:175-187. [PMID: 36646396 DOI: 10.1016/j.bbi.2023.01.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 12/08/2022] [Accepted: 01/12/2023] [Indexed: 01/15/2023] Open
Abstract
We recently showed that a minimally-invasive removal of MDA-MB-231HM primary tumors (PTs) and elimination of their secreted factors (including IL-6, IL-8, VEGF, EGF, PDGF-aa, MIF, SerpinE1, and M-CSF), caused regression of spontaneous micro-metastases into a non-growing dormant state. To explore the underlying mechanisms and potential clinical ramifications of this phenomenon, we herein used the MDA-MB-231HM human breast cancer cell-line, in-vitro, and in vivo following orthotopic implantation in immune-deficient BALB/C nu/nu mice. Employing bioluminescence imaging, we found that adding laparotomy to minimally-invasive removal of the PT caused an outbreak of micro-metastases. However, perioperative β-adrenergic and COX-2 inhibition, using propranolol + etodolac, maintained metastatic dormancy following laparotomy. In-vitro, β-adrenergic agonists (epinephrine or metaproterenol) and prostaglandin-E2 markedly increased MDA-MB-231HM secretion of the pro-metastatic factors IL-6, IL-8, and VEGF, whereas cortisol reduced their secretion, effects that were maintained even 12 h after the washout of these agonists. In-vivo, laparotomy elevated IL-6 and IL-8 levels in both plasma and ex-vivo PT spontaneous secretion, whereas perioperative propranolol + etodolac administration blocked these effects. Similar trends were evident for EGF and MIF. Promoter-based bioinformatics analyses of excised PT transcriptomes implicated elevated NF-kB activity and reduced IRF1 activity in the gene regulatory effects of laparotomy, and these effects were inhibited by pre-surgical propranolol + etodolac. Taken together, our findings suggest a novel mechanism of post-operative metastatic outbreak, where surgery-induced adrenergic and prostanoid signaling increase the secretion of pro-metastatic factors, including IL-6, IL-8, and VEGF, from PT and possibly residual malignant tissue, and thereby prevent residual disease from entering dormancy.
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The genomic impact of kindness to self vs. others: A randomized controlled trial. Brain Behav Immun 2022; 106:40-48. [PMID: 35905861 DOI: 10.1016/j.bbi.2022.07.159] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 07/19/2022] [Accepted: 07/23/2022] [Indexed: 11/21/2022] Open
Abstract
OBJECTIVE Prosocial behavior has been linked to improved physical health, but the biological mechanisms involved remain unclear. This study tested whether a 4-week kindness intervention could reduce expression of a stress-related immune response gene signature known as the Conserved Transcriptional Response to Adversity (CTRA). METHODS In a diverse sample of community adults (N = 182), study participants were randomly assigned to perform 3 kind acts for other people, to perform 3 kind acts for themselves, or to list daily activities (control), on one day per week over 4 weeks. CTRA gene expression was measured by RNA sequencing of dried blood spots (DBS) collected at baseline and 5 weeks later (1 week after completing study assignments). Participants' descriptions of their kind acts were coded for protocol adherence and act content. RESULTS Participants who were randomized to perform kind acts for others showed significant reductions in CTRA gene expression relative to controls. Participants who were randomized to perform kind acts for themselves also showed significant reductions in CTRA gene expression relative to controls, but this pattern emerged only for those who failed to perform the requested self-kind acts (protocol non-adherent). Those who fully adhered to the self-kindness protocol showed no change in CTRA gene expression and did not differ from controls. Act content analyses implicated self-stress-reducing behavior in the paradoxical effects of self-kindness and the physical presence of others in the effects of prosocial behavior. CONCLUSIONS Prosocial engagement-doing something kind for others rather than oneself-reduces CTRA gene expression. The nature of kind acts and their intended recipient plays a key role in shaping the genomic impact of kindness.
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Shanahan MJ, Cole SW, Ravi S, Chumbley J, Xu W, Potente C, Levitt B, Bodelet J, Aiello A, Gaydosh L, Harris KM. Socioeconomic inequalities in molecular risk for chronic diseases observed in young adulthood. Proc Natl Acad Sci U S A 2022; 119:e2103088119. [PMID: 36252037 PMCID: PMC9621370 DOI: 10.1073/pnas.2103088119] [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: 03/18/2021] [Accepted: 08/31/2022] [Indexed: 12/14/2022] Open
Abstract
Many common chronic diseases of aging are negatively associated with socioeconomic status (SES). This study examines whether inequalities can already be observed in the molecular underpinnings of such diseases in the 30s, before many of them become prevalent. Data come from the National Longitudinal Study of Adolescent to Adult Health (Add Health), a large, nationally representative sample of US subjects who were followed for over two decades beginning in adolescence. We now have transcriptomic data (mRNA-seq) from a random subset of 4,543 of these young adults. SES in the household-of-origin and in young adulthood were examined as covariates of a priori-defined mRNA-based disease signatures and of specific gene transcripts identified de novo. An SES composite from young adulthood predicted many disease signatures, as did income and subjective status. Analyses highlighted SES-based inequalities in immune, inflammatory, ribosomal, and metabolic pathways, several of which play central roles in senescence. Many genes are also involved in transcription, translation, and diverse signaling mechanisms. Average causal-mediated effect models suggest that body mass index plays a key role in accounting for these relationships. Overall, the results reveal inequalities in molecular risk factors for chronic diseases often decades before diagnoses and suggest future directions for social signal transduction models that trace how social circumstances regulate the human genome.
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Affiliation(s)
- Michael J. Shanahan
- Jacobs Center for Productive Youth Development, University of Zürich, Zürich, CH 8050
- Department of Sociology, University of Zürich, Zürich, CH 8050
| | - Steven W. Cole
- School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095
| | - Sudharshan Ravi
- Jacobs Center for Productive Youth Development, University of Zürich, Zürich, CH 8050
| | - Justin Chumbley
- Jacobs Center for Productive Youth Development, University of Zürich, Zürich, CH 8050
| | - Wenjia Xu
- Jacobs Center for Productive Youth Development, University of Zürich, Zürich, CH 8050
| | - Cecilia Potente
- Jacobs Center for Productive Youth Development, University of Zürich, Zürich, CH 8050
| | - Brandt Levitt
- Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27516
| | - Julien Bodelet
- Jacobs Center for Productive Youth Development, University of Zürich, Zürich, CH 8050
| | - Allison Aiello
- Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27516
| | - Lauren Gaydosh
- Department of Sociology, University of Texas at Austin, Austin, TX 78712
| | - Kathleen Mullan Harris
- Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27516
- Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3210
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35
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Snodgrass JG, Bendeck S, Zhao KX, Sagstetter S, Lacy MG, Nixon C, Branstrator JR, Arevalo JMG, Cole SW. Social connection and gene regulation during the COVID-19 pandemic: Divergent patterns for online and in-person interaction. Psychoneuroendocrinology 2022; 144:105885. [PMID: 35961191 PMCID: PMC9335856 DOI: 10.1016/j.psyneuen.2022.105885] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 07/27/2022] [Accepted: 07/27/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND Social connection has been linked to reduced disease risk and enhanced antiviral immunity, but it is unclear whether online social connections have similar effects to those previously documented for in-person/offline social relationships, or whether online connections can substitute for in-person social relations when the latter are restricted. We examined this question in the context of the COVID-19 pandemic, focusing specifically on an immune system gene regulation profile known as the conserved transcriptional response to adversity (CTRA), which is characterized by up-regulation of proinflammatory genes and down-regulation of genes linked to innate antiviral responses and antibody production. METHODS We analyzed CTRA RNA profiles in blood samples from 142 healthy young adults (69% female, 87% white) during the "social distancing" period of the COVID-19 pandemic. Mixed effect linear models quantified the relation of CTRA gene expression to measures of in-person social connection (number of friends, social eudaimonia, loneliness) and online psychosocial connection (online loneliness, perceived social value in online leisure and educational contexts, and internet use) while controlling for demographic and health factors. RESULTS Multiple indicators of in-person and generalized social connection were associated with lower CTRA gene expression, whereas no measure of online social connection showed any significant association with CTRA gene expression. CONCLUSION Experiences of in-person social connection are associated with reduced CTRA gene expression during a period of restricted social interaction. In contrast, online social relationships show no such association. Digitally mediated social relations do not appear to substantially offset the absence of in-person/offline social connection in the context of immune cell gene regulation.
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Affiliation(s)
- Jeffrey G Snodgrass
- Department of Anthropology and Geography, Colorado State University, Fort Collins, CO 80523-1787, USA.
| | - Shawna Bendeck
- Department of Sociology, Colorado State University, Fort Collins, CO 80523-1784, USA
| | - Katya Xinyi Zhao
- Department of Anthropology and Geography, Colorado State University, Fort Collins, CO 80523-1787, USA
| | - Seth Sagstetter
- Department of Anthropology and Geography, Colorado State University, Fort Collins, CO 80523-1787, USA
| | - Michael G Lacy
- Department of Sociology, Colorado State University, Fort Collins, CO 80523-1784, USA
| | - Cody Nixon
- Department of Anthropology and Geography, Colorado State University, Fort Collins, CO 80523-1787, USA
| | - Julia R Branstrator
- Department of Human Dimensions of Natural Resources, Colorado State University, Fort Collins, CO 80523, USA
| | - Jesusa M G Arevalo
- Division of Hematology-Oncology, Department of Medicine, University of California, Los Angeles School of Medicine, Los Angeles, CA 90095, USA
| | - Steven W Cole
- Division of Hematology-Oncology, Department of Medicine, University of California, Los Angeles School of Medicine, Los Angeles, CA 90095, USA; Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles School of Medicine, Los Angeles, CA 90095, USA
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Dutcher JM, Cole SW, Williams AC, Creswell JD. Smartphone mindfulness meditation training reduces Pro-inflammatory gene expression in stressed adults: A randomized controlled trial. Brain Behav Immun 2022; 103:171-177. [PMID: 35427760 DOI: 10.1016/j.bbi.2022.04.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 03/29/2022] [Accepted: 04/01/2022] [Indexed: 10/18/2022] Open
Abstract
Mindfulness meditation training has been shown to be an effective stress reduction strategy, but less is known about its immunoregulatory impact. In a randomized controlled trial of stressed customer service workers, the present study tested whether a 30-day smartphone-based mindfulness meditation training program (compared to a problem-solving control program) would affect pro-inflammatory gene expression. Both interventions led to reductions in stress levels, but there was no difference in stress reduction between conditions. Consistent with predictions, mindfulness training reduced activity of the pro-inflammatory NF-κB transcription control pathway compared to the active control. These results suggest that mindfulness training may be a particularly effective method for improving immune cell gene expression in stressful work environments.
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Affiliation(s)
- Janine M Dutcher
- Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, USA.
| | - Steve W Cole
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA, USA; Department of Psychiatry and Biobehavioral Sciences, UCLA, Los Angeles, CA, USA; Division of Hematology-Oncology, Department of Medicine, UCLA School of Medicine, Los Angeles, CA, USA
| | - Adrian C Williams
- Department of Psychology, University of Alabama, Tuscaloosa, AL, USA
| | - J David Creswell
- Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, USA
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Ghazal LV, Cole S, Salsman JM, Wagner L, Duan F, Gareen I, Lux L, Parsons SK, Cheung C, Loeb DM, Prasad P, Dinner S, Zebrack B. Social Genomics as a Framework for Understanding Health Disparities Among Adolescent and Young Adult Cancer Survivors: A Commentary. JCO Precis Oncol 2022; 6:e2100462. [PMID: 35772048 PMCID: PMC9259142 DOI: 10.1200/po.21.00462] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 03/14/2022] [Accepted: 05/23/2022] [Indexed: 11/20/2022] Open
Affiliation(s)
- Lauren V. Ghazal
- Center for Improving Patient and Population Health, School of Nursing, University of Michigan, Ann Arbor, MI
| | - Steve Cole
- David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - John M. Salsman
- Wake Forest School of Medicine, Wake Forest Baptist Comprehensive Cancer Center, Wake Forest University, Winston-Salem, NC
| | - Lynne Wagner
- Wake Forest School of Medicine, Wake Forest Baptist Comprehensive Cancer Center, Wake Forest University, Winston-Salem, NC
| | - Fenghai Duan
- Department of Biostatistics, Brown University, Providence, RI
| | - Ilana Gareen
- Department of Epidemiology and the Center for Statistical Sciences, Brown University School of Public Health, Providence, RI
| | - Lauren Lux
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC
| | - Susan K. Parsons
- Institute for Clinical Research and Health Policy Studies, Tufts Cancer Center, Tufts Medical Center, Boston, MA
| | | | | | - Pinki Prasad
- Louisiana State University Health, New Orleans, LA
| | - Shira Dinner
- Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Brad Zebrack
- Division of Cancer Control and Population Sciences, School of Social Work, Rogel Cancer Center, University of Michigan, Ann Arbor, MI
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Noppert GA, Martin CL, Zivich PN, Aiello AE, Harris KM, O'Rand A. Adolescent neighborhood disadvantage and memory performance in young adulthood. Health Place 2022; 75:102793. [PMID: 35367864 PMCID: PMC9721118 DOI: 10.1016/j.healthplace.2022.102793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 01/28/2022] [Accepted: 03/11/2022] [Indexed: 11/21/2022]
Abstract
OBJECTIVE Using data from the National Longitudinal Study of Adolescent to Adult Health, we estimated the average causal effect of neighborhood disadvantage in adolescence on memory performance in young adulthood. We contrasted several different ways of operationalizing a continuous measure of neighborhood disadvantage including a continuous neighborhood disadvantage score and ordinal measures. RESULTS Neighborhood disadvantage was measured in Wave I when participants were a mean age of 15.41 years (SE: 0.12) and memory performance was measured in Wave IV when participants were a mean age of 28.24 years (SE: 0.12). We found that adolescent neighborhood disadvantage was associated with decreased memory performance in young adulthood. Notably, we observed a linear decline in word recall score among those in the less disadvantaged tail of the distribution (neighborhood disadvantage <1), a finding not observed using traditional ordinal variable classifications of disadvantage. CONCLUSION Experiencing neighborhood disadvantage in adolescence may have lasting impacts on cognitive health throughout the life course.
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Affiliation(s)
| | - Chantel L Martin
- Carolina Population Center, University of North Carolina at Chapel Hill, USA; Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, USA
| | - Paul N Zivich
- Carolina Population Center, University of North Carolina at Chapel Hill, USA
| | - Allison E Aiello
- Carolina Population Center, University of North Carolina at Chapel Hill, USA; Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, USA
| | | | - Angela O'Rand
- Duke University Population Research Institute, Duke University, USA
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García-Nieto PE, Wang B, Fraser HB. Transcriptome diversity is a systematic source of variation in RNA-sequencing data. PLoS Comput Biol 2022; 18:e1009939. [PMID: 35324895 PMCID: PMC8982896 DOI: 10.1371/journal.pcbi.1009939] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 04/05/2022] [Accepted: 02/18/2022] [Indexed: 01/02/2023] Open
Abstract
RNA sequencing has been widely used as an essential tool to probe gene expression. While standard practices have been established to analyze RNA-seq data, it is still challenging to interpret and remove artifactual signals. Several biological and technical factors such as sex, age, batches, and sequencing technology have been found to bias these estimates. Probabilistic estimation of expression residuals (PEER), which infers broad variance components in gene expression measurements, has been used to account for some systematic effects, but it has remained challenging to interpret these PEER factors. Here we show that transcriptome diversity-a simple metric based on Shannon entropy-explains a large portion of variability in gene expression and is the strongest known factor encoded in PEER factors. We then show that transcriptome diversity has significant associations with multiple technical and biological variables across diverse organisms and datasets. In sum, transcriptome diversity provides a simple explanation for a major source of variation in both gene expression estimates and PEER covariates.
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Affiliation(s)
- Pablo E. García-Nieto
- Department of Biology, Stanford University, Stanford, California, United States of America
| | - Ban Wang
- Department of Biology, Stanford University, Stanford, California, United States of America
| | - Hunter B. Fraser
- Department of Biology, Stanford University, Stanford, California, United States of America
- * E-mail:
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40
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Kuhlman KR, Cole SW, Craske MG, Fuligni AJ, Irwin MR, Bower JE. Enhanced immune activation following acute social stress among adolescents with early life adversity. BIOLOGICAL PSYCHIATRY GLOBAL OPEN SCIENCE 2022; 3:213-221. [PMID: 37124349 PMCID: PMC10140462 DOI: 10.1016/j.bpsgos.2022.03.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 02/08/2022] [Accepted: 03/03/2022] [Indexed: 10/18/2022] Open
Abstract
Background Early-life adversity (ELA) has been linked to higher depression risk across the life span and chronic inflammatory conditions that contribute to earlier mortality. In this study, we characterized innate immune responses to acute social stress in a community sample of adolescents (mean age = 13.9 ± 1.6 years; 46.4% female) as a potential pathway linking ELA and depression pathogenesis. Methods Parents reported their child's exposure to 9 ELAs, and adolescents participated in the Trier Social Stress Test for Children, with blood collected immediately before and then at 60 and 90 minutes thereafter. Overall, 65 adolescents had complete data for analysis of stress-induced changes in gene expression and 84 adolescents had complete data for circulating inflammatory markers. Results Relative to adolescents exposed to no ELA (11.9%) or low ELA (ELA = 1-3; 67.9%), those exposed to high ELA (ELA = 4+; 20.2%) showed larger stress-associated increases in expression of both proinflammatory and innate antiviral gene transcripts in circulating blood. Consistent with a potential mediating role of sympathetic nervous system activity, promoter-based bioinformatics analyses implicated CREB transcription factor activity in structuring observed gene expression differences. These effects were accompanied by a smaller initial but protracted increase in circulating interleukin 6 in adolescents with high ELA. Conclusions Results are consistent with the hypothesis that ELA may enhance cellular and gene regulatory reactivity to stress, which may, in turn, increase vulnerability to depression and other inflammation-related disease processes.
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Mascaro JS, Wallace A, Hyman B, Haack C, Hill CC, Moore MA, Lund MB, Nehl EJ, Bergquist SH, Cole SW. Flourishing in Healthcare Trainees: Psychological Well-Being and the Conserved Transcriptional Response to Adversity. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:2255. [PMID: 35206440 PMCID: PMC8871849 DOI: 10.3390/ijerph19042255] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 02/02/2022] [Accepted: 02/07/2022] [Indexed: 02/01/2023]
Abstract
While much attention has been paid to healthcare provider and trainee burnout, less is known about provider well-being (i.e., flourishing) or about the effects of well-being on immune function. This study examined the demographic and psycho-social correlates of well-being among healthcare trainees (resident physicians and physician assistant (PA) trainees) and evaluated the association of well-being with the "conserved transcriptional response to adversity" (CTRA) characterized by up-regulated expression of pro-inflammatory genes and down-regulated expression of innate antiviral genes. Participants (n = 58) completed self-reported assessments of sleep disturbance, loneliness, depressive symptoms, anxiety, stress, and well-being (flourishing). Blood sample RNA profiles were analyzed by RNA sequencing to assess the CTRA. Slightly over half (n = 32; 55.2%) of healthcare trainees were categorized as flourishing. Flourishing was less prevalent among primary caregivers, and more prevalent among trainees who exercised more frequently and those with fewest days sick. Loneliness (AOR = 0.75; 95% CI = 0.61, 0.91; p = 0.003) and stress (AOR = 0.65; 95% CI = 0.45, 0.94; p = 0.02) were associated with decreased odds of flourishing when controlling for other variables. Flourishing was associated with down-regulated CTRA gene expression, whereas loneliness was associated with up-regulated CTRA gene expression (both p < 0.05). Assessing these relationships in a larger, multi-site study is of critical importance to inform policy, curricula, and interventions to bolster sustainable trainee well-being.
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Affiliation(s)
- Jennifer S. Mascaro
- Department of Family and Preventive Medicine, Division of Preventive Medicine, Emory University, Atlanta, GA 30329, USA;
| | - Amanda Wallace
- Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA; (A.W.); (E.J.N.)
| | - Brooke Hyman
- Department of Gynecology and Obstetrics, Emory University, Atlanta, GA 30322, USA; (B.H.); (C.C.H.)
| | - Carla Haack
- Department of Surgery, Emory University, Atlanta, GA 30322, USA;
| | - Cherie C. Hill
- Department of Gynecology and Obstetrics, Emory University, Atlanta, GA 30322, USA; (B.H.); (C.C.H.)
| | - Miranda A. Moore
- Department of Family and Preventive Medicine, Division of Preventive Medicine, Emory University, Atlanta, GA 30329, USA;
- Department of Medicine, Emory University, Atlanta, GA 30322, USA;
| | - Maha B. Lund
- Department of Family and Preventive Medicine, Physician Assistant Program, Emory University, Atlanta, GA 30322, USA;
| | - Eric J. Nehl
- Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA; (A.W.); (E.J.N.)
| | | | - Steve W. Cole
- Department of Psychiatry & Biobehavioral Sciences, Department of Medicine, University of California, Los Angeles, CA 90095, USA;
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Miller GE, Chen E, Finegood E, Shimbo D, Cole SW. Prospective associations between neighborhood violence and monocyte pro-inflammatory transcriptional activity in children. Brain Behav Immun 2022; 100:1-7. [PMID: 34800620 PMCID: PMC8766930 DOI: 10.1016/j.bbi.2021.11.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 10/18/2021] [Accepted: 11/05/2021] [Indexed: 02/03/2023] Open
Abstract
Individuals exposed to persistent neighborhood violence are at increased risk for developing mental and physical health problems across the lifespan. The biological mechanisms underlying this phenomenon are not well understood. Thus, we examined the relationship between children's exposure to neighborhood violence and inflammatory activity, a process involved in the pathogenesis of multiple health problems. 236 children from the Chicago area participated in a two-year longitudinal study (mean age at baseline, 13.9 years; 67% female; 39% White, 34% Black, 33% Hispanic). Neighborhood violence was measured as the homicide frequency in a child's Census block group in the five years before study entry. Fasting blood was drawn at study entry and two years later (in eighth and tenth grade). The blood was used to quantify protein biomarkers of systemic inflammatory activity and perform genome-wide expression profiling of isolated monocytes. Neighborhood violence was associated with higher systemic inflammatory activity at both assessments. It also was associated with a monocyte transcriptional profile indicative of increased signaling along the nuclear factor-kappa B (NF-κB) and activator protein 1 (AP-1) control pathways, which are key orchestrators of pro-inflammatory effector functions. Neighborhood violence also was associated with transcriptional indications of higher beta-adrenergic and lower glucocorticoid signaling, which could function as neuroendocrine conduits linking threatening experiences with inflammatory activity. Neighborhood violence was not associated with two-year changes in protein biomarkers, although it did presage a transcriptional profile indicative of increasing AP-1 and declining glucocorticoid signaling over follow-up. Collectively, these observations highlight cellular and molecular pathways that could underlie health risks associated with neighborhood violence.
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Affiliation(s)
- Gregory E Miller
- Institute for Policy Research and Department of Psychology, Northwestern University, Evanston, IL, USA.
| | - Edith Chen
- Institute for Policy Research and Department of Psychology, Northwestern University, Evanston, IL, USA
| | - Eric Finegood
- Institute for Policy Research and Department of Psychology, Northwestern University, Evanston, IL, USA
| | - Daichi Shimbo
- Columbia Hypertension Center and Lab, Department of Medicine, Columbia University, New York, NY, USA
| | - Steve W Cole
- Cousins Center for Psychoneuroimmunology and Department of Psychiatry and Biobehavioral Sciences, University of California at Los Angeles, Los Angeles, CA, USA
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Coccaro EF, Irwin M, Arevalo JMG, Dizon T, Cole S. Gene expression in peripheral blood mononuclear cells in impulsive aggression: Intermittent explosive disorder compared with non-aggressive healthy and psychiatric controls. Psychoneuroendocrinology 2022; 136:105453. [PMID: 34864503 DOI: 10.1016/j.psyneuen.2021.105453] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 09/07/2021] [Accepted: 10/15/2021] [Indexed: 11/25/2022]
Abstract
Evidence of chronic, systemic, low levels of inflammation is present in several stress-related psychiatric conditions including schizophrenia, depression, and intermittent explosive disorder (IED). We analyzed leukocyte gene expression (mRNA) to quantify the activity of pro and anti-inflammatory signaling pathways. Work performed in non-aggressive populations has uncovered a Conserved Transcriptional Response to Adversity (CTRA) characterized by an upregulation of pro-inflammatory gene transcription in chronically stressed individuals. We used pathway-based bioinformatic analyses of genome-wide transcriptional profiles of peripheral blood leukocyte samples from IED study participants (N = 45) and controls [healthy (n = 45) and psychiatric (n = 34)], with analyses focusing on the pro-inflammatory transcription control pathway mediated by the NF-kB family of transcription factors (typically upregulated in CTRA) and the antiviral transcription control pathway mediated by anti-viral response (IRF) family transcription factors (typically downregulated in CTRA). Compared with both healthy and psychiatric controls, individuals with IED had upregulated transcriptional activity of the antiviral response (IRF), but no evidence of pro-inflammatory NF-kB activation. Analyses implicated CD4 + T cells, CD8 + T cells, and B lymphocytes in IED-related transcriptional alterations, but showed no significant indication of monocyte involvement. This suggests that the inflammatory profile of IED differs substantially from that observed previously in other stress-related disorders, and may involve a pathogen-driven adaptive immune etiology.
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Affiliation(s)
- Emil F Coccaro
- Clinical Neuroscience & Psychotherapeutics Research Unit, Department of Psychiatry and Behavioral Healthy, Wexner College of Medicine, The Ohio State University, Columbus, OH, United States.
| | - Michael Irwin
- Departments of Psychiatry & Biobehavioral Sciences and Medicine, Norman Cousins Center, and Semel Institute, UCLA School of Medicine, Los Angeles, CA, United States
| | - Jesusa M G Arevalo
- Departments of Psychiatry & Biobehavioral Sciences and Medicine, Norman Cousins Center, and Semel Institute, UCLA School of Medicine, Los Angeles, CA, United States
| | - Thomas Dizon
- Departments of Psychiatry & Biobehavioral Sciences and Medicine, Norman Cousins Center, and Semel Institute, UCLA School of Medicine, Los Angeles, CA, United States
| | - Steven Cole
- Departments of Psychiatry & Biobehavioral Sciences and Medicine, Norman Cousins Center, and Semel Institute, UCLA School of Medicine, Los Angeles, CA, United States
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Sichko S, Bui TQ, Vinograd M, Shields GS, Saha K, Devkota S, Olvera-Alvarez HA, Carroll JE, Cole SW, Irwin MR, Slavich GM. Psychobiology of Stress and Adolescent Depression (PSY SAD) Study: Protocol overview for an fMRI-based multi-method investigation. Brain Behav Immun Health 2021; 17:100334. [PMID: 34595481 PMCID: PMC8478351 DOI: 10.1016/j.bbih.2021.100334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Revised: 08/17/2021] [Accepted: 08/21/2021] [Indexed: 11/22/2022] Open
Abstract
Depression is a common, often recurrent disorder that causes substantial disease burden worldwide, and this is especially true for women following the pubertal transition. According to the Social Signal Transduction Theory of Depression, stressors involving social stress and rejection, which frequently precipitate major depressive episodes, induce depressive symptoms in vulnerable individuals in part by altering the activity and connectivity of stress-related neural pathways, and by upregulating components of the immune system involved in inflammation. To test this theory, we recruited adolescent females at high and low risk for depression and assessed their psychological, neural, inflammatory, and genomic responses to a brief (10 minute) social stress task, in addition to trait psychological and microbial factors affecting these responses. We then followed these adolescents longitudinally to investigate how their multi-level stress responses at baseline were related to their biological aging at baseline, and psychosocial and clinical functioning over one year. In this protocol paper, we describe the theoretical motivations for conducting this study as well as the sample, study design, procedures, and measures. Ultimately, our aim is to elucidate how social adversity influences the brain and immune system to cause depression, one of the most common and costly of all disorders.
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Affiliation(s)
- Stassja Sichko
- Department of Psychology, University of California, Los Angeles, CA, USA
| | - Theresa Q. Bui
- Tulane University School of Medicine, New Orleans, LA, USA
| | - Meghan Vinograd
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, and Department of Psychiatry, University of California, San Diego, CA, USA
| | - Grant S. Shields
- Department of Psychological Science, University of Arkansas, Fayetteville, AR, USA
| | - Krishanu Saha
- Wisconsin Institute for Discovery and Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, USA
| | - Suzanne Devkota
- Department of Medicine, F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, and David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | | | - Judith E. Carroll
- Cousins Center for Psychoneuroimmunology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Steven W. Cole
- Cousins Center for Psychoneuroimmunology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Michael R. Irwin
- Department of Psychology, University of California, Los Angeles, CA, USA
- Cousins Center for Psychoneuroimmunology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - George M. Slavich
- Cousins Center for Psychoneuroimmunology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
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Longitudinal atopic dermatitis endotypes: An atopic march paradigm that includes Black children. J Allergy Clin Immunol 2021; 149:1702-1710.e4. [PMID: 34673050 PMCID: PMC9275099 DOI: 10.1016/j.jaci.2021.09.036] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 09/14/2021] [Accepted: 09/17/2021] [Indexed: 11/20/2022]
Abstract
BACKGROUND The atopic march has been studied mostly in White populations, biasing our current paradigms. OBJECTIVE We sought to define the atopic march in Black and White children and explore mechanisms for racial differences. METHODS Utilizing the Mechanisms of Progression of Atopic Dermatitis to Asthma in Children (MPAACH) cohort (n = 601), we assessed longitudinal sensitization, food allergy (FA), allergic rhinitis, risk of asthma development (through the Pediatric Asthma Risk Score), Scoring for Atopic Dermatitis (SCORAD), transepidermal water loss, skin filaggrin (FLG) expression, exposures, and genetic heritability to define AD progression endotypes in Black and White children. RESULTS White MPAACH children were more likely to be sensitized to aero and food allergens (P = .0001) and over 3 times more likely to develop FA and/or allergic rhinitis (AR) without asthma risk (P < .0001). In contrast, Black children were over 6 times more likely to proceed to high asthma risk without FA, sensitization, or AR (P < .0001). White children had higher lesional and nonlesional transepidermal water loss (both P < .001) as well as decreased nonlesional keratinocyte FLG expression (P = .02). Black children had increased genetic heritability for asthma risk and higher rates of exposures to secondhand smoke and traffic-related air pollution. CONCLUSIONS Black and White children with AD have distinct allergic trajectories defined by different longitudinal endotypes. Black children exhibit higher asthma risk despite a more intact skin barrier and less sensitization, FA, and AR. White children have less asthma risk, despite a more dysfunctional skin barrier, and more FA, AR, and sensitization. The observed racial differences are likely due in part to increased genetic heritability for asthma risk and harmful environmental exposures in Black children. Collectively, our findings provide a new paradigm for an atopic march that is inclusive of Black children.
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Boardman JD, Fletcher JM. Evaluating the Continued Integration of Genetics into Medical Sociology. JOURNAL OF HEALTH AND SOCIAL BEHAVIOR 2021; 62:404-418. [PMID: 34355610 PMCID: PMC8771926 DOI: 10.1177/00221465211032581] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
The 2010 special issue of Journal of Health and Social Behavior, titled "Fifty Years of Medical Sociology," defined the contours of the medical sociological perspective. We use this as a backdrop to outline and assess the continued integration of genetics into medical sociology research. We contend that the explosion of genetic and epigenetic data in population health data sources has made the medical sociological perspective increasingly relevant to researchers outside of sociology, including public health, epidemiology, and quantitative genetics. We describe vast, underappreciated, and mostly unsolved challenges that limit the scientifically appropriate interest in incorporating genetics into existing paradigms. It is our hope that medical sociologists continue this integration but redouble efforts to maintain the core insights in social science research, such as the importance of environmental and structural (i.e., nonbiological) factors in determining health processes and outcomes and the use of rich, integrated, and rigorous empirical analyses.
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Potente C, Harris KM, Chumbley J, Cole SW, Gaydosh L, Xu W, Levitt B, Shanahan MJ. The Early Life Course of Body Weight and Gene Expression Signatures for Disease. Am J Epidemiol 2021; 190:1533-1540. [PMID: 33675221 PMCID: PMC8489427 DOI: 10.1093/aje/kwab049] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 02/23/2021] [Accepted: 02/23/2021] [Indexed: 12/01/2022] Open
Abstract
We examined the way body-weight patterns through the first 4 decades of life relate to gene expression signatures of common forms of morbidity, including cardiovascular disease (CVD), type 2 diabetes (T2D), and inflammation. As part of wave V of the nationally representative National Longitudinal Study of Adolescent to Adult Health (1997–2018) in the United States, mRNA abundance data were collected from peripheral blood (n = 1,132). We used a Bayesian modeling strategy to examine the relative associations between body size at 5 life stages—birth, adolescence, early adulthood, young adulthood, and adulthood—and gene expression–based disease signatures. We compared life-course models that consider critical or sensitive periods, as well as accumulation over the entire period. Our results are consistent with a sensitive-period model when examining CVD and T2D gene expression signatures: Birth weight has a prominent role for the CVD and T2D signatures (explaining 33.1% and 22.1%, respectively, of the total association accounted for by body size), while the most recent adult obesity status (ages 33–39) is important for both of these gene expression signatures (24.3% and 35.1%, respectively). Body size in all life stages was associated with inflammation, consistent with the accumulation model.
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Affiliation(s)
- Cecilia Potente
- Correspondence to Dr. Cecilia Potente, Jacobs Center for Productive Youth Development, University of Zürich, Andreasstrasse 15, 8050 Zürich, Switzerland (e-mail: ); or Prof. Dr. Michael J. Shanahan, Jacobs Center for Productive Youth Development, University of Zürich, Andreasstrasse 15, 8050 Zürich, Switzerland (e-mail: )
| | | | | | | | | | | | | | - Michael J Shanahan
- Correspondence to Dr. Cecilia Potente, Jacobs Center for Productive Youth Development, University of Zürich, Andreasstrasse 15, 8050 Zürich, Switzerland (e-mail: ); or Prof. Dr. Michael J. Shanahan, Jacobs Center for Productive Youth Development, University of Zürich, Andreasstrasse 15, 8050 Zürich, Switzerland (e-mail: )
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Cole SW, Cacioppo JT, Cacioppo S, Bone K, Del Rosso LA, Spinner A, Arevalo JMG, Dizon TP, Capitanio JP. The Type I interferon antiviral gene program is impaired by lockdown and preserved by caregiving. Proc Natl Acad Sci U S A 2021; 118:e2105803118. [PMID: 34272291 PMCID: PMC8307615 DOI: 10.1073/pnas.2105803118] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Previous research has linked perceived social isolation (loneliness) to reduced antiviral immunity, but the immunologic effects of the objective social isolation imposed by pandemic "shelter in place" (SIP) policies is unknown. We assessed the immunologic impact of SIP by relocating 21 adult male rhesus macaques from 2,000-m2 field cage communities of 70 to 132 other macaques to 2 wk of individual housing in indoor shelters. SIP was associated with 30% to 50% reductions in all circulating immune cell populations (lymphocytes, monocytes, and granulocytes), down-regulation of Type I interferon (IFN) antiviral gene expression, and a relative up-regulation of CD16- classical monocytes. These effects emerged within the first 48 h of SIP, persisted for at least 2 wk, and abated within 4 wk of return to social housing. A subsequent round of SIP in the presence of a novel juvenile macaque showed comparable reductions in circulating immune cell populations but reversal of Type I IFN reductions and classical monocyte increases observed during individual SIP. Analyses of lymph node tissues showed parallel up-regulation of Type I IFN genes and enhanced control of viral gene expression during juvenile-partnered SIP compared to isolated SIP. These results identify a significant adverse effect of SIP social isolation on antiviral immune regulation in both circulating immune cells and lymphoid tissues, and they suggest a potential behavioral strategy for ameliorating gene regulatory impacts (but not immune cell declines) by promoting prosocial engagement during SIP.
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Affiliation(s)
- Steven W Cole
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, CA 90095;
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095
- Norman Cousins Center, David Geffen School of Medicine, University of California, Los Angeles, CA 90095
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, CA 90095
| | - John T Cacioppo
- Center for Cognitive and Social Neuroscience, University of Chicago, Chicago, IL 60637
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL 60637
| | - Stephanie Cacioppo
- Center for Cognitive and Social Neuroscience, University of Chicago, Chicago, IL 60637
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL 60637
| | - Kyle Bone
- California National Primate Research Center, University of California, Davis, CA 95616
| | - Laura A Del Rosso
- California National Primate Research Center, University of California, Davis, CA 95616
| | - Abigail Spinner
- California National Primate Research Center, University of California, Davis, CA 95616
| | - Jesusa M G Arevalo
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, CA 90095
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095
| | - Thomas P Dizon
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, CA 90095
| | - John P Capitanio
- California National Primate Research Center, University of California, Davis, CA 95616
- Department of Psychology, University of California, Davis, CA 95616
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Shih CY, Chattopadhyay A, Wu CH, Tien YW, Lu TP. Transcript annotation tool (TransAT): an R package for retrieving annotations for transcript-specific genetic variants. BMC Bioinformatics 2021; 22:350. [PMID: 34182919 PMCID: PMC8240296 DOI: 10.1186/s12859-021-04243-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 06/07/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND An individual's genetics play a role in how RNA transcripts are generated from DNA and consequently in their translation into protein. Transcriptional and translational profiling of patients furnishes the information that a specific marker is present; however, it fails to provide evidence whether the marker correlates with response to a therapeutic agent. A comparative analysis of the frequency of genetic variants, such as single nucleotide polymorphisms (SNPs), in diseased and general populations can identify pathogenic variants in individual patients. This is in part because SNPs have considerable effects on protein function and gene expression when they occur in coding regions and regulatory sequences, respectively. Therefore, a tool that can help users to obtain the allele frequency for a corresponding transcript is the need of the day. Several annotation tools such as SNPnexus and VariED are publicly available; however, none of them can use transcript IDs as input and provide the corresponding genomic positions of variants. RESULTS In this study, we developed an R package, called transcript annotation tool (TransAT), that provides (i) SNP ID and genomic position for a user-provided transcript ID from patients, and (ii) allele frequencies for the SNPs from publicly available global populations. All data elements are extracted, collected, and displayed in an easily downloadable format in two simple command lines. TransAT is available on Windows/Linux/MacOS and is operative for R version 4.0.4 or later. It is available at https://github.com/ShihChingYu/TransAT and can be downloaded and installed using devtools::install_github("ShihChingYu/TransAT", force=T) on the R execution page. Thereafter, all functions can be executed by loading the package into R with library(TransAT). CONCLUSIONS TransAT is a novel tool that seamlessly provides genetic annotations for queried transcripts. Such easily obtainable information would be greatly advantageous for physicians, assisting them to make individualized decisions about specific drug treatments. Moreover, allele frequencies from user-chosen global ethnic populations will highlight the importance of ethnicity and its effect on patient pathogenicity.
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Affiliation(s)
- Ching-Yu Shih
- Bioinformatics and Biostatistics Core, Centre of Genomic and Precision Medicine, National Taiwan University, Taipei, 10055, Taiwan
| | - Amrita Chattopadhyay
- Bioinformatics and Biostatistics Core, Centre of Genomic and Precision Medicine, National Taiwan University, Taipei, 10055, Taiwan
| | - Chien-Hui Wu
- Department of Public Health, Institute of Epidemiology and Preventive Medicine, National Taiwan University, Taipei, 10055, Taiwan
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Yu-Wen Tien
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Tzu-Pin Lu
- Bioinformatics and Biostatistics Core, Centre of Genomic and Precision Medicine, National Taiwan University, Taipei, 10055, Taiwan.
- Department of Public Health, Institute of Epidemiology and Preventive Medicine, National Taiwan University, Taipei, 10055, Taiwan.
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da Silva RP, Gonçalves JIB, Zanin RF, Schuch FB, de Souza APD. Circulating Type I Interferon Levels and COVID-19 Severity: A Systematic Review and Meta-Analysis. Front Immunol 2021; 12:657363. [PMID: 34054820 PMCID: PMC8149905 DOI: 10.3389/fimmu.2021.657363] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 04/26/2021] [Indexed: 12/16/2022] Open
Abstract
Introduction Coronavirus disease 2019 (COVID-19) is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections, resulting in a range of clinical manifestations and outcomes. Laboratory and immunological alterations have been considered as potential markers of disease severity and clinical evolution. Type I interferons (IFN-I), mainly represented by IFN-α and β, are a group of cytokines with an important function in antiviral responses and have played a complex role in COVID-19. Some studies have demonstrated that IFN-I levels and interferon response is elevated in mild cases, while other studies have noted this in severe cases. The involvement of IFN-I on the pathogenesis and outcomes of SARS-CoV-2 infection remains unclear. In this study, we summarize the available evidence of the association of plasma protein levels of type I IFN with the severity of COVID-19. Methods The PRISMA checklist guided the reporting of the data. A systematic search of the MEDLINE (PubMed), EMBASE, and Web of Science databases was performed up to March of 2021, looking for articles that evaluated plasma protein levels of IFN-I in mild, severe, or critical COVID-19 patients. Comparative meta-analyses with random effects were performed to compare the standardized mean differences in plasma protein levels of IFN-I of mild versus severe and mild versus critical patients. Meta-regressions were performed to test the moderating role of age, sex, time that the IFN-I was measured, and limit of detection of the assay used in the difference between the means. Results There was no significant difference in plasma levels of IFN-α when comparing between mild and severe patients (SMD = -0.236, 95% CI -0.645 to 0.173, p = 0.258, I2 = 82.11), nor when comparing between patients mild and critical (SMD = 0.203, 95% CI -0.363 to 0.770, p = 0.481, I2 = 64.06). However, there was a significant difference between healthy individuals and patients with mild disease (SMD = 0.447, 95% CI 0.085 to 0.810, p = 0.016, I2 = 62.89). Conclusions Peripheral IFN-α cannot be used as a severity marker as it does not determine the clinical status presented by COVID-19 patients.
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Affiliation(s)
- Rafaela Pires da Silva
- Biomedical Graduate Course, School of Health and Life Science, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Brazil
| | - João Ismael Budelon Gonçalves
- Laboratory of Clinical and Experimental Immunology, School of Health and Life Science, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Brazil
| | | | - Felipe Barreto Schuch
- Department of Sports Methods and Techniques, Federal University of Santa Maria, Santa Maria, Brazil
| | - Ana Paula Duarte de Souza
- Laboratory of Clinical and Experimental Immunology, School of Health and Life Science, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Brazil
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