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McDeed AP, Van Dyk K, Zhou X, Zhai W, Ahles TA, Bethea TN, Carroll JE, Cohen HJ, Nakamura ZM, Rentscher KE, Saykin AJ, Small BJ, Root JC, Jim H, Patel SK, Mcdonald BC, Mandelblatt JS, Ahn J. Prediction of cognitive decline in older breast cancer survivors: the Thinking and Living with Cancer study. JNCI Cancer Spectr 2024; 8:pkae019. [PMID: 38556480 PMCID: PMC11031271 DOI: 10.1093/jncics/pkae019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 02/27/2024] [Accepted: 03/05/2024] [Indexed: 04/02/2024] Open
Abstract
PURPOSE Cancer survivors commonly report cognitive declines after cancer therapy. Due to the complex etiology of cancer-related cognitive decline (CRCD), predicting who will be at risk of CRCD remains a clinical challenge. We developed a model to predict breast cancer survivors who would experience CRCD after systematic treatment. METHODS We used the Thinking and Living with Cancer study, a large ongoing multisite prospective study of older breast cancer survivors with complete assessments pre-systemic therapy, 12 months and 24 months after initiation of systemic therapy. Cognition was measured using neuropsychological testing of attention, processing speed, and executive function (APE). CRCD was defined as a 0.25 SD (of observed changes from baseline to 12 months in matched controls) decline or greater in APE score from baseline to 12 months (transient) or persistent as a decline 0.25 SD or greater sustained to 24 months. We used machine learning approaches to predict CRCD using baseline demographics, tumor characteristics and treatment, genotypes, comorbidity, and self-reported physical, psychosocial, and cognitive function. RESULTS Thirty-two percent of survivors had transient cognitive decline, and 41% of these women experienced persistent decline. Prediction of CRCD was good: yielding an area under the curve of 0.75 and 0.79 for transient and persistent decline, respectively. Variables most informative in predicting CRCD included apolipoprotein E4 positivity, tumor HER2 positivity, obesity, cardiovascular comorbidities, more prescription medications, and higher baseline APE score. CONCLUSIONS Our proof-of-concept tool demonstrates our prediction models are potentially useful to predict risk of CRCD. Future research is needed to validate this approach for predicting CRCD in routine practice settings.
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Affiliation(s)
- Arthur Patrick McDeed
- Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC, USA
| | - Kathleen Van Dyk
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
| | - Xingtao Zhou
- Georgetown University Lombardi Comprehensive Cancer Center, Cancer Prevention and Control Program, Department of Oncology and Georgetown Lombardi Institute for Cancer and Aging Research, Georgetown University, Washington, DC, USA
| | - Wanting Zhai
- Georgetown University Lombardi Comprehensive Cancer Center, Cancer Prevention and Control Program, Department of Oncology and Georgetown Lombardi Institute for Cancer and Aging Research, Georgetown University, Washington, DC, USA
| | - Tim A Ahles
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Traci N Bethea
- Georgetown University Lombardi Comprehensive Cancer Center, Cancer Prevention and Control Program, Department of Oncology and Georgetown Lombardi Institute for Cancer and Aging Research, Georgetown University, Washington, DC, USA
| | - Judith E Carroll
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
- Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Harvey Jay Cohen
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, USA
| | - Zev M Nakamura
- Department of Psychiatry, University of North Carolina–Chapel Hill, Chapel Hill, NC, USA
| | - Kelly E Rentscher
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Andrew J Saykin
- Center for Neuroimaging and Indiana Alzheimer’s Disease Research Center, Department of Radiology and Imaging Sciences and the Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Brent J Small
- School of Aging Studies, University of South Florida, and Health Outcomes and Behavior Program, Moffitt Cancer Center, Tampa, FL, USA
| | - James C Root
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Heather Jim
- Department of Health Outcomes and Behavior, Moffitt Cancer Center and Research Institute, University of South Florida, Tampa, FL, USA
| | - Sunita K Patel
- Outcomes Division, Population Sciences, City of Hope National Medical Center, Los Angeles, CA, USA
| | - Brenna C Mcdonald
- Center for Neuroimaging and Indiana Alzheimer’s Disease Research Center, Department of Radiology and Imaging Sciences and the Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Jeanne S Mandelblatt
- Georgetown University Lombardi Comprehensive Cancer Center, Cancer Prevention and Control Program, Department of Oncology and Georgetown Lombardi Institute for Cancer and Aging Research, Georgetown University, Washington, DC, USA
| | - Jaeil Ahn
- Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC, USA
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Palitsky R, Chen ZJ, Rentscher KE, Friedman SE, Wilson DMT, Ruiz JM, Sullivan D, Grant GH, O'Connor M. Associations of religious and existential variables with psychosocial factors and biomarkers of cardiovascular risk in bereavement. Aging Cell 2024; 23:e14014. [PMID: 37840393 PMCID: PMC10776136 DOI: 10.1111/acel.14014] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 10/01/2023] [Accepted: 10/02/2023] [Indexed: 10/17/2023] Open
Abstract
Bereavement increases in prevalence as people age and is associated with multiple psychological and health risks, including cardiovascular risk. Religious and existential variables may play an important role in the health impacts of bereavement. Theorized pathways linking religious and existential variables with health have suggested these associations are due to intermediary psychosocial variables, but have not been tested in bereavement. This research empirically tested these pathways in a bereaved population. In N = 73 adults within 1 year of bereavement (mean age = 64.36), this study examined associations between (1) religious and existential characteristics (religious and spiritual struggles, intrinsic religiosity, and existential quest) and intermediary psychosocial variables (depression, loneliness, and difficulties in emotion regulation), and between (2) intermediary psychosocial variables and bereavement-relevant health outcomes (self-reported health, change in health since last year, grief severity, and cardiovascular biomarkers). Cardiovascular biomarkers (heart rate, heart rate variability, and blood pressure) were collected before, during, and after a laboratory grief recall emotion elicitation. Anticipated associations between self-reported religious and existential characteristics and intermediary variables, and between intermediary variables and self-reported bereavement-relevant outcomes, were consistently observed. However, associations between intermediary variables and cardiovascular biomarkers were largely unobserved. This study examined the role of religious and existential variables in whole-person health after bereavement and is among the first to include biomarkers of cardiovascular risk. Results suggest that although religious and existential variables are associated with important bereavement-related outcomes, these associations may be "skin-deep," and extensions to cardiovascular functioning should be re-examined.
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Affiliation(s)
- Roman Palitsky
- Department of PsychologyUniversity of ArizonaTucsonArizonaUSA
- Emory UniversitySpiritual Health, Woodruff Health Sciences CenterAtlantaGeorgiaUSA
| | - Zhuo Job Chen
- School of NursingUniversity of North Carolina, CharlotteCharlotteNorth CarolinaUSA
| | - Kelly E. Rentscher
- Department of Psychiatry and Behavioral MedicineMedical College of WisconsinMilwaukeeWisconsinUSA
| | | | | | - John M. Ruiz
- Department of PsychologyUniversity of ArizonaTucsonArizonaUSA
| | - Daniel Sullivan
- Department of PsychologyUniversity of ArizonaTucsonArizonaUSA
| | - George H. Grant
- Emory UniversitySpiritual Health, Woodruff Health Sciences CenterAtlantaGeorgiaUSA
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Nakamura ZM, Small BJ, Zhai W, Ahles TA, Ahn J, Artese AL, Bethea TN, Breen EC, Cohen HJ, Extermann M, Graham D, Irwin MR, Isaacs C, Jim HSL, Kuhlman KR, McDonald BC, Patel SK, Rentscher KE, Root JC, Saykin AJ, Tometich DB, Van Dyk K, Zhou X, Mandelblatt JS, Carroll JE. Depressive symptom trajectories in older breast cancer survivors: the Thinking and Living with Cancer Study. J Cancer Surviv 2023:10.1007/s11764-023-01490-2. [PMID: 37924476 DOI: 10.1007/s11764-023-01490-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 10/21/2023] [Indexed: 11/06/2023]
Abstract
PURPOSE To identify trajectories of depressive symptoms in older breast cancer survivors and demographic, psychosocial, physical health, and cancer-related predictors of these trajectories. METHODS Recently diagnosed nonmetastatic breast cancer survivors (n = 272), ages 60-98 years, were evaluated for depressive symptoms (Center for Epidemiological Studies Depression Scale, CES-D; scores ≥16 suggestive of clinically significant depressive symptoms). CES-D scores were analyzed in growth-mixture models to determine depression trajectories from baseline (post-surgery, pre-systemic therapy) through 3-year annual follow-up. Multivariable, multinomial logistic regression was used to identify baseline predictors of depression trajectories. RESULTS Survivors had three distinct trajectories: stable (84.6%), emerging depressive symptoms (10.3%), and recovery from high depressive symptoms at baseline that improved slowly over time (5.1%). Compared to stable survivors, those in the emerging (OR = 1.16; 95% CI = 1.08-1.23) or recovery (OR = 1.26; 95% CI = 1.15-1.38) groups reported greater baseline anxiety. Greater baseline deficit accumulation (frailty composite measure) was associated with emerging depressive symptoms (OR = 3.71; 95% CI = 1.90-7.26). Less social support at baseline (OR = 0.38; 95% CI = 0.15-0.99), but greater improvement in emotional (F = 4.13; p = 0.0006) and tangible (F = 2.86; p = 0.01) social support over time, was associated with recovery from depressive symptoms. CONCLUSIONS Fifteen percent of older breast cancer survivors experienced emerging or recovery depressive symptom trajectories. Baseline anxiety, deficit accumulation, and lower social support were associated with worse outcomes. IMPLICATIONS FOR CANCER SURVIVORS Our results emphasize the importance of depression screening throughout the course of cancer care to facilitate early intervention. Factors associated with depressive symptoms, including lower levels of social support proximal to diagnosis, could serve as intervention levers.
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Affiliation(s)
- Zev M Nakamura
- Department of Psychiatry, University of North Carolina at Chapel Hill, 101 Manning Drive, Campus Box #7160, Chapel Hill, NC, 27599, USA.
| | - Brent J Small
- School of Aging Studies, University of South Florida, and Health Outcomes and Behavior Program, Moffitt Cancer Center, Tampa, FL, USA
| | - Wanting Zhai
- Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC, USA
- Georgetown Lombardi Institute for Cancer and Aging Research, Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University, Washington, DC, USA
| | - Tim A Ahles
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jaeil Ahn
- Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC, USA
- Georgetown Lombardi Institute for Cancer and Aging Research, Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University, Washington, DC, USA
| | - Ashley L Artese
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, USA
| | - Traci N Bethea
- Georgetown Lombardi Institute for Cancer and Aging Research, Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University, Washington, DC, USA
| | - Elizabeth C Breen
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
- Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Harvey J Cohen
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, USA
| | - Martine Extermann
- Department of Oncology, Moffitt Cancer Center, University of South Florida, Tampa, FL, USA
| | - Deena Graham
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, USA
| | - Michael R Irwin
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
- Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Claudine Isaacs
- Georgetown Lombardi Institute for Cancer and Aging Research, Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University, Washington, DC, USA
| | - Heather S L Jim
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL, USA
| | - Kate R Kuhlman
- Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Psychological Science, University of California, Irvine, CA, USA
- Institute for Interdisciplinary Salivary Bioscience Research, School of Social Ecology, University of California, Irvine, CA, USA
| | - Brenna C McDonald
- Department of Radiology and Imaging Sciences, Melvin and Bren Simon Comprehensive Cancer Center, and Indiana Alzheimer's Disease Research Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Sunita K Patel
- City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Kelly E Rentscher
- Department of Psychiatry and Behavioral Medicine, MCW Cancer Center, Medical College of Wisconsin, Milwaukee, WI, USA
| | - James C Root
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrew J Saykin
- Department of Radiology and Imaging Sciences, Melvin and Bren Simon Comprehensive Cancer Center, and Indiana Alzheimer's Disease Research Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Danielle B Tometich
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL, USA
| | - Kathleen Van Dyk
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
| | - Xingtao Zhou
- Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC, USA
- Georgetown Lombardi Institute for Cancer and Aging Research, Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University, Washington, DC, USA
| | - Jeanne S Mandelblatt
- Georgetown Lombardi Institute for Cancer and Aging Research, Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University, Washington, DC, USA
| | - Judith E Carroll
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
- Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, Los Angeles, CA, USA
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Rentscher KE, Klopack ET, Crimmins EM, Seeman TE, Cole SW, Carroll JE. Social relationships and epigenetic aging in older adulthood: Results from the Health and Retirement Study. Brain Behav Immun 2023; 114:349-359. [PMID: 37683960 PMCID: PMC10650967 DOI: 10.1016/j.bbi.2023.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 08/18/2023] [Accepted: 09/05/2023] [Indexed: 09/10/2023] Open
Abstract
Growing evidence suggests that social relationship quality can influence age-related health outcomes, although how the quality of one's relationships directly relates to the underlying aging process is less clear. We hypothesized that the absence of close relationships as well as lower support and higher strain within existing relationships would be associated with an accelerated epigenetic aging profile among older adults in the Health and Retirement Study. Adults (N = 3,647) aged 50-100 years completed ratings of support and strain in relationships with their spouse, children, other family members, and friends. They also provided a blood sample that was used for DNA methylation profiling to calculate a priori-specified epigenetic aging measures: Horvath, Hannum, PhenoAge, GrimAge, and Dunedin Pace of Aging methylation (DunedinPoAm38). Generalized linear models that adjusted for chronological age, sex, and race/ethnicity and applied a false discovery rate correction revealed that the absence of marital and friend relationships related to an older GrimAge and faster DunedinPoAm38. Among those with existing relationships, lower support from a spouse, child, other family, and friends and higher strain with friends related to an older PhenoAge and GrimAge and faster DunedinPoAm38. In secondary analyses that further adjusted for socioeconomic and lifestyle factors, lower support from other family members and friends was associated with greater epigenetic aging. Findings suggest that the absence of close relationships and lower support within existing relationships-particularly with family members and friends-relate to accelerated epigenetic aging in older adulthood, offering one mechanism through which social relationships might influence risk for age-related declines and disease.
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Affiliation(s)
- Kelly E Rentscher
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI 53226, USA; Norman Cousins Center for Psychoneuroimmunology, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA 90095, USA.
| | - Eric T Klopack
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Eileen M Crimmins
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Teresa E Seeman
- Division of Geriatrics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Steve W Cole
- Norman Cousins Center for Psychoneuroimmunology, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Judith E Carroll
- Norman Cousins Center for Psychoneuroimmunology, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA 90095, USA
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5
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Rentscher KE, Bethea TN, Zhai W, Small BJ, Zhou X, Ahles TA, Ahn J, Breen EC, Cohen HJ, Extermann M, Graham DM, Jim HS, McDonald BC, Nakamura ZM, Patel SK, Root JC, Saykin AJ, Van Dyk K, Mandelblatt JS, Carroll JE. Epigenetic aging in older breast cancer survivors and noncancer controls: preliminary findings from the Thinking and Living with Cancer Study. Cancer 2023; 129:2741-2753. [PMID: 37259669 PMCID: PMC10659047 DOI: 10.1002/cncr.34818] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 03/22/2023] [Accepted: 03/29/2023] [Indexed: 06/02/2023]
Abstract
BACKGROUND Cancer and its treatments may accelerate aging in survivors; however, research has not examined epigenetic markers of aging in longer term breast cancer survivors. This study examined whether older breast cancer survivors showed greater epigenetic aging than noncancer controls and whether epigenetic aging related to functional outcomes. METHODS Nonmetastatic breast cancer survivors (n = 89) enrolled prior to systemic therapy and frequency-matched controls (n = 101) ages 62 to 84 years provided two blood samples to derive epigenetic aging measures (Horvath, Extrinsic Epigenetic Age [EEA], PhenoAge, GrimAge, Dunedin Pace of Aging) and completed cognitive (Functional Assessment of Cancer Therapy-Cognitive Function) and physical (Medical Outcomes Study Short Form-12) function assessments at approximately 24 to 36 and 60 months after enrollment. Mixed-effects models tested survivor-control differences in epigenetic aging, adjusting for age and comorbidities; models for functional outcomes also adjusted for racial group, site, and cognitive reserve. RESULTS Survivors were 1.04 to 2.22 years biologically older than controls on Horvath, EEA, GrimAge, and DunedinPACE measures (p = .001-.04) at approximately 24 to 36 months after enrollment. Survivors exposed to chemotherapy were 1.97 to 2.71 years older (p = .001-.04), and among this group, an older EEA related to worse self-reported cognition (p = .047) relative to controls. An older epigenetic age related to worse physical function in all women (p < .001-.01). Survivors and controls showed similar epigenetic aging over time, but Black survivors showed accelerated aging over time relative to non-Hispanic White survivors. CONCLUSION Older breast cancer survivors, particularly those exposed to chemotherapy, showed greater epigenetic aging than controls that may relate to worse outcomes. If replicated, measurement of biological aging could complement geriatric assessments to guide cancer care for older women.
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Affiliation(s)
- Kelly E. Rentscher
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee WI
- Norman Cousins Center for Psychoneuroimmunology, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA
| | - Traci N. Bethea
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC
| | - Wanting Zhai
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC
| | - Brent J. Small
- School of Aging Studies, University of South Florida, Tampa, FL
| | - Xingtao Zhou
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC
| | - Tim A. Ahles
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jaeil Ahn
- Department of Biostatistics, Bioinformatics, and Biomathematics, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC
| | - Elizabeth C. Breen
- Norman Cousins Center for Psychoneuroimmunology, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA
| | - Harvey Jay Cohen
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC
| | | | - Deena M.A. Graham
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ
| | | | - Brenna C. McDonald
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine and Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN
| | - Zev M. Nakamura
- Department of Psychiatry, University of North Carolina–Chapel Hill, Chapel Hill, NC
| | | | - James C. Root
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Andrew J. Saykin
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine and Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN
| | - Kathleen Van Dyk
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA
| | | | - Judith E. Carroll
- Norman Cousins Center for Psychoneuroimmunology, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA
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6
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Mandelblatt JS, Small BJ, Zhou X, Nakamura ZM, Cohen HJ, Ahles TA, Ahn J, Bethea TN, Extermann M, Graham D, Isaacs C, Jacobsen PB, Jim HSL, McDonald BC, Patel SK, Rentscher KE, Root JC, Saykin AJ, Tometich DB, Van Dyk K, Zhai W, Breen EC, Carroll JE. Plasma levels of interleukin-6 mediate neurocognitive performance in older breast cancer survivors: The Thinking and Living With Cancer study. Cancer 2023; 129:2409-2421. [PMID: 37096888 PMCID: PMC10750797 DOI: 10.1002/cncr.34784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 02/08/2023] [Accepted: 03/03/2023] [Indexed: 04/26/2023]
Abstract
BACKGROUND Immune activation/inflammation markers (immune markers) were tested to explain differences in neurocognition among older breast cancer survivors versus noncancer controls. METHODS Women >60 years old with primary breast cancer (stages 0-III) (n = 400) were assessed before systemic therapy with frequency-matched controls (n = 329) and followed annually to 60 months; blood was collected during annual assessments from 2016 to 2020. Neurocognition was measured by tests of attention, processing speed, and executive function (APE). Plasma levels of interleukin-6 (IL-6), IL-8, IL-10, tumor necrosis factor α (TNF-α), and interferon γ were determined using multiplex testing. Mixed linear models were used to compare results of immune marker levels by survivor/control group by time and by controlling for age, racial/ethnic group, cognitive reserve, and study site. Covariate-adjusted multilevel mediation analyses tested whether survivor/control group effects on cognition were explained by immune markers; secondary analyses examined the impact of additional covariates (e.g., comorbidity and obesity) on mediation effects. RESULTS Participants were aged 60-90 years (mean, 67.7 years). Most survivors had stage I (60.9%) estrogen receptor-positive tumors (87.6%). Survivors had significantly higher IL-6 levels than controls before systemic therapy and at 12, 24, and 60 months (p ≤ .001-.014) but there were no differences for other markers. Survivors had lower adjusted APE scores than controls (p < .05). Levels of IL-6, IL-10, and TNF-α were related to APE, with IL-6 explaining part of the relationship between survivor/control group and APE (p = .01). The magnitude of this mediation effect decreased but remained significant (p = .047) after the consideration of additional covariates. CONCLUSIONS Older breast cancer survivors had worse long-term neurocognitive performance than controls, and this relationship was explained in part by elevated IL-6.
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Affiliation(s)
- Jeanne S Mandelblatt
- Department of Oncology, Georgetown University Medical Center, Georgetown University, Washington, DC, USA
- Georgetown Lombardi Institute for Cancer and Aging Research, Georgetown University's Lombardi Comprehensive Cancer Center, Washington, DC, USA
- Cancer Prevention and Control Program, Georgetown University's Lombardi Comprehensive Cancer Center, Washington, DC, USA
| | - Brent J Small
- School of Aging Studies, University of South Florida, Tampa, Florida, USA
| | - Xingtao Zhou
- Department of Biostatistics, Bioinformatics, and Biomathematics, Department of Oncology and Georgetown Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
| | - Zev M Nakamura
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Harvey J Cohen
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, North Carolina, USA
| | - Tim A Ahles
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jaeil Ahn
- Department of Biostatistics, Bioinformatics, and Biomathematics, Department of Oncology and Georgetown Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
| | - Traci N Bethea
- Department of Oncology, Georgetown University Medical Center, Georgetown University, Washington, DC, USA
- Georgetown Lombardi Institute for Cancer and Aging Research, Georgetown University's Lombardi Comprehensive Cancer Center, Washington, DC, USA
- Cancer Prevention and Control Program, Georgetown University's Lombardi Comprehensive Cancer Center, Washington, DC, USA
| | - Martine Extermann
- Department of Oncology, H. Lee Moffitt Cancer Center and Research Institute, University of South Florida, Tampa, Florida, USA
| | - Deena Graham
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, New Jersey, USA
| | - Claudine Isaacs
- Georgetown Lombardi Comprehensive Cancer Center, Department of Oncology, Department of Medicine, Georgetown University, Washington, DC, USA
| | - Paul B Jacobsen
- Healthcare Delivery Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Heather S L Jim
- Cancer Prevention and Control Program, H. Lee Moffitt Comprehensive Cancer Center, Tampa, Florida, USA
| | - Brenna C McDonald
- Department of Radiology and Imaging Sciences, Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, Indiana, USA
- Indiana Alzheimer's Disease Research Center, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Sunita K Patel
- City of Hope National Medical Center, Los Angeles, California, USA
| | - Kelly E Rentscher
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
- Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, Los Angeles, California, USA
| | - James C Root
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Andrew J Saykin
- Department of Radiology and Imaging Sciences, Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, Indiana, USA
- Indiana Alzheimer's Disease Research Center, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Danielle B Tometich
- Cancer Prevention and Control Program, H. Lee Moffitt Comprehensive Cancer Center, Tampa, Florida, USA
| | - Kathleen Van Dyk
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California, USA
| | - Wanting Zhai
- Department of Biostatistics, Bioinformatics, and Biomathematics, Department of Oncology and Georgetown Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
| | - Elizabeth C Breen
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
- Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, Los Angeles, California, USA
| | - Judith E Carroll
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
- Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, Los Angeles, California, USA
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Rentscher KE, Zhai W, Small BJ, Ahn J, Ahles TA, Bethea TN, Breen EC, Cohen HJ, Extermann M, Graham DM, Jacobsen PB, Jim HS, McDonald BC, Nakamura ZM, Patel SK, Root JC, Saykin AJ, Tometich DB, Dyk KMV, Zhou X, Mandelblatt JS, Carroll JE. Abstract B018: Long-term epigenetic aging in older breast cancer survivors and non-cancer controls: Preliminary findings from the Thinking and Living with Cancer (TLC) Stud. Cancer Res 2023. [DOI: 10.1158/1538-7445.agca22-b018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Abstract
Cancer and its treatments are thought to increase risk for accelerated aging in survivors, and biological aging may be a key mechanism; however, no research to date has examined epigenetic markers of aging in long-term breast cancer survivors. We used data from the Thinking and Living with Cancer (TLC) study to examine whether older breast cancer survivors have accelerated epigenetic aging compared to non-cancer controls several years after treatment completion and whether epigenetic aging related to cognitive and physical function. Non-metastatic breast cancer survivors ages 62–84 years (n=89) and frequency-matched controls (n=101) provided two blood samples between 24- and 60-months post-diagnosis. DNA methylation profiling (Illumina Infinium EPIC array) derived epigenetic aging measures: Horvath, Hannum, PhenoAge, GrimAge, and Dunedin Pace of Aging Methylation. Participants completed neuropsychological testing and questionnaires to assess cognitive and physical function at each visit. Mixed-effects models adjusted for chronological age and comorbidities and applied false discovery rate correction for multiple testing. Survivors were 1.04–2.22 years older biologically than controls at the first blood sample based on Horvath, Hannum, and GrimAge measures (corrected ps=.025, .025, and .058, respectively), with marginal differences for Dunedin Pace of Aging (corrected p=.096); however, survivors and controls showed similar changes in epigenetic aging over time. Exposure to prior chemotherapy (with or without hormonal therapy; n=29) was associated with an epigenetic age 1.97–2.71 years older than controls (corrected ps=.005 to .065). Among survivors who received chemotherapy, an older Hannum epigenetic age was associated with poorer self-reported cognition relative to controls (coeff=-0.64, uncorrected p=.047; n.s. after correction). Older breast cancer survivors, particularly those receiving chemotherapy, showed an accelerated epigenetic aging profile compared to their peers without cancer at 24 months or more post-diagnosis, following the completion of active therapy. This study also provides preliminary evidence that survivors who received chemotherapy may be at increased risk for poorer age-related survivorship outcomes.
Citation Format: Kelly E. Rentscher, Wanting Zhai, Brent J. Small, Jaeil Ahn, Tim A. Ahles, Traci N. Bethea, Elizabeth C. Breen, Harvey J. Cohen, Martine Extermann, Deena M.A. Graham, Paul B. Jacobsen, Heather S.L. Jim, Brenna C. McDonald, Zev M. Nakamura, Sunita K. Patel, James C. Root, Andrew J. Saykin, Danielle B. Tometich, Kathleen M. Van Dyk, Xingtao Zhou, Jeanne S. Mandelblatt, Judith E. Carroll. Long-term epigenetic aging in older breast cancer survivors and non-cancer controls: Preliminary findings from the Thinking and Living with Cancer (TLC) Stud [abstract]. In: Proceedings of the AACR Special Conference: Aging and Cancer; 2022 Nov 17-20; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2022;83(2 Suppl_1):Abstract nr B018.
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Affiliation(s)
| | | | | | - Jaeil Ahn
- 2Georgetown University, Washington, DC,
| | - Tim A. Ahles
- 4Memorial Sloan Kettering Cancer Center, New York, NY,
| | | | | | | | | | | | | | | | | | - Zev M. Nakamura
- 10University of North Carolina-Chapel Hill, Chapel Hill, NC,
| | | | - James C. Root
- 4Memorial Sloan Kettering Cancer Center, New York, NY,
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Van Dyk K, Ahn J, Zhou X, Zhai W, Ahles TA, Bethea TN, Carroll JE, Cohen HJ, Dilawari AA, Graham D, Jacobsen PB, Jim H, McDonald BC, Nakamura ZM, Patel SK, Rentscher KE, Saykin AJ, Small BJ, Mandelblatt JS, Root JC. Associating persistent self-reported cognitive decline with neurocognitive decline in older breast cancer survivors using machine learning: The Thinking and Living with Cancer study. J Geriatr Oncol 2022; 13:1132-1140. [PMID: 36030173 PMCID: PMC10016202 DOI: 10.1016/j.jgo.2022.08.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Revised: 07/16/2022] [Accepted: 08/10/2022] [Indexed: 01/31/2023]
Abstract
INTRODUCTION Many cancer survivors report cognitive problems following diagnosis and treatment. However, the clinical significance of patient-reported cognitive symptoms early in survivorship can be unclear. We used a machine learning approach to determine the association of persistent self-reported cognitive symptoms two years after diagnosis and neurocognitive test performance in a prospective cohort of older breast cancer survivors. MATERIALS AND METHODS We enrolled breast cancer survivors with non-metastatic disease (n = 435) and age- and education-matched non-cancer controls (n = 441) between August 2010 and December 2017 and followed until January 2020; we excluded women with neurological disease and all women passed a cognitive screen at enrollment. Women completed the FACT-Cog Perceived Cognitive Impairment (PCI) scale and neurocognitive tests of attention, processing speed, executive function, learning, memory and visuospatial ability, and timed activities of daily living assessments at enrollment (pre-systemic treatment) and annually to 24 months, for a total of 59 individual neurocognitive measures. We defined persistent self-reported cognitive decline as clinically meaningful decline (3.7+ points) on the PCI scale from enrollment to twelve months with persistence to 24 months. Analysis used four machine learning models based on data for change scores (baseline to twelve months) on the 59 neurocognitive measures and measures of depression, anxiety, and fatigue to determine a set of variables that distinguished the 24-month persistent cognitive decline group from non-cancer controls or from survivors without decline. RESULTS The sample of survivors and controls ranged in age from were ages 60-89. Thirty-three percent of survivors had self-reported cognitive decline at twelve months and two-thirds continued to have persistent decline to 24 months (n = 60). Least Absolute Shrinkage and Selection Operator (LASSO) models distinguished survivors with persistent self-reported declines from controls (AUC = 0.736) and survivors without decline (n = 147; AUC = 0.744). The variables that separated groups were predominantly neurocognitive test performance change scores, including declines in list learning, verbal fluency, and attention measures. DISCUSSION Machine learning may be useful to further our understanding of cancer-related cognitive decline. Our results suggest that persistent self-reported cognitive problems among older women with breast cancer are associated with a constellation of mild neurocognitive changes warranting clinical attention.
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Affiliation(s)
- Kathleen Van Dyk
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, CA, United States of America; Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA, United States of America.
| | - Jaeil Ahn
- Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC, United States of America
| | - Xingtao Zhou
- Georgetown Lombardi Comprehensive Cancer Center Georgetown University, Washington, DC, United States of America
| | - Wanting Zhai
- Georgetown Lombardi Comprehensive Cancer Center Georgetown University, Washington, DC, United States of America
| | - Tim A Ahles
- Memorial Sloan Kettering Cancer Center, New York, NY, United States of America
| | - Traci N Bethea
- Georgetown Lombardi Comprehensive Cancer Center Georgetown University, Washington, DC, United States of America
| | - Judith E Carroll
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, CA, United States of America; Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, CA, United States of America
| | - Harvey Jay Cohen
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, United States of America
| | - Asma A Dilawari
- Georgetown Lombardi Comprehensive Cancer Center Georgetown University, Washington, DC, United States of America
| | - Deena Graham
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, United States of America
| | - Paul B Jacobsen
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD, United States of America
| | - Heather Jim
- Department of Health Outcomes and Behavior, Moffitt Cancer Center and Research Institute, University of South Florida, Tampa, FL, United States of America
| | - Brenna C McDonald
- Center for Neuroimaging, Department of Radiology and Imaging Sciences and the Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Zev M Nakamura
- Department of Psychiatry, University of North Carolina-Chapel Hill, Chapel Hill, NC, United States of America
| | - Sunita K Patel
- City of Hope National Medical Center, Los Angeles, CA, United States of America
| | - Kelly E Rentscher
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, CA, United States of America; Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, CA, United States of America
| | - Andrew J Saykin
- Center for Neuroimaging, Department of Radiology and Imaging Sciences and the Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Brent J Small
- University of South Florida, Health Outcome and Behavior Program and Biostatistics Resource Core, H. Lee Moffitt Cancer Center, Research Institute at the University of South Florida, Tampa, FL, United States of America
| | - Jeanne S Mandelblatt
- Georgetown Lombardi Comprehensive Cancer Center Georgetown University, Washington, DC, United States of America
| | - James C Root
- Memorial Sloan Kettering Cancer Center, New York, NY, United States of America
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Bethea TN, Zhai W, Zhou X, Ahles TA, Ahn J, Cohen HJ, Dilawari AA, Graham DMA, Jim HSL, McDonald BC, Nakamura ZM, Patel SK, Rentscher KE, Root J, Saykin AJ, Small BJ, Van Dyk KM, Mandelblatt JS, Carroll JE. Associations between longitudinal changes in sleep disturbance and depressive and anxiety symptoms during the COVID-19 virus pandemic among older women with and without breast cancer in the thinking and living with breast cancer study. Cancer Med 2022; 11:3352-3363. [PMID: 35315588 PMCID: PMC9110906 DOI: 10.1002/cam4.4682] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 02/25/2022] [Accepted: 02/28/2022] [Indexed: 12/16/2022] Open
Abstract
PURPOSE Several studies have reported sleep disturbances during the COVID-19 virus pandemic. Little data exist about the impact of the pandemic on sleep and mental health among older women with breast cancer. We sought to examine whether women with and without breast cancer who experienced new sleep problems during the pandemic had worsening depression and anxiety. METHODS Breast cancer survivors aged ≥60 years with a history of nonmetastatic breast cancer (n = 242) and frequency-matched noncancer controls (n = 158) active in a longitudinal cohort study completed a COVID-19 virus pandemic survey from May to September 2020 (response rate 83%). Incident sleep disturbance was measured using the restless sleep item from the Center for Epidemiological Studies-Depression Scale (CES-D). CES-D score (minus the sleep item) captured depressive symptoms; the State-Anxiety subscale of the State Trait Anxiety Inventory measured anxiety symptoms. Multivariable linear regression models examined how the development of sleep disturbance affected changes in depressive or anxiety symptoms from the most recent prepandemic survey to the pandemic survey, controlling for covariates. RESULTS The prevalence of sleep disturbance during the pandemic was 22.3%, with incident sleep disturbance in 10% and 13.5% of survivors and controls, respectively. Depressive and anxiety symptoms significantly increased during the pandemic among women with incident sleep disturbance (vs. no disturbance) (β = 8.16, p < 0.01 and β = 6.14, p < 0.01, respectively), but there were no survivor-control differences in the effect. CONCLUSION Development of sleep disturbances during the COVID-19 virus pandemic may negatively affect older women's mental health, but breast cancer survivors diagnosed with the nonmetastatic disease had similar experiences as women without cancer.
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Affiliation(s)
- Traci N. Bethea
- Office of Minority Health and Health Disparities ResearchGeorgetown Lombardi Comprehensive Cancer CenterWashingtonDistrict of ColumbiaUSA
- Cancer Prevention and Control ProgramGeorgetown Lombardi Comprehensive Cancer CenterWashingtonDistrict of ColumbiaUSA
| | - Wanting Zhai
- Cancer Prevention and Control ProgramGeorgetown Lombardi Comprehensive Cancer CenterWashingtonDistrict of ColumbiaUSA
| | - Xingtao Zhou
- Cancer Prevention and Control ProgramGeorgetown Lombardi Comprehensive Cancer CenterWashingtonDistrict of ColumbiaUSA
| | - Tim A. Ahles
- Department of Psychiatry and Behavioral SciencesMemorial Sloan Kettering Cancer CenterNew YorkNew York CityUSA
| | - Jaeil Ahn
- Department of Biostatistics, Bioinformatics, and BiomathematicsGeorgetown UniversityWashingtonDistrict of ColumbiaUSA
| | - Harvey J. Cohen
- Center for the Study of Aging and Human DevelopmentDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Asma A. Dilawari
- Cancer Prevention and Control ProgramGeorgetown Lombardi Comprehensive Cancer CenterWashingtonDistrict of ColumbiaUSA
- Medstar Washington Hospital CenterWashingtonDistrict of ColumbiaUSA
| | - Deena M. A. Graham
- John Theurer Cancer CenterHackensack University Medical CenterHackensackNew JerseyUSA
| | | | - Brenna C. McDonald
- Department of Radiology and Imaging SciencesIndiana University School of Medicine and Indiana University Melvin and Bren Simon Comprehensive Cancer CenterIndianapolisIndianaUSA
| | - Zev M. Nakamura
- Department of PsychiatryUniversity of North Carolina‐Chapel HillChapel HillNorth CarolinaUSA
| | - Sunita K. Patel
- City of Hope National Medical CenterLos AngelesCaliforniaUSA
| | - Kelly E. Rentscher
- Cousins Center for PsychoneuroimmunologyUniversity of California, Los AngelesLos AngelesCaliforniaUSA
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - James Root
- Department of Psychiatry and Behavioral SciencesMemorial Sloan Kettering Cancer CenterNew YorkNew York CityUSA
| | - Andrew J. Saykin
- Department of Radiology and Imaging SciencesIndiana University School of Medicine and Indiana University Melvin and Bren Simon Comprehensive Cancer CenterIndianapolisIndianaUSA
| | - Brent J. Small
- College of Behavioral and Community Sciences, School of Aging StudiesUniversity of South FloridaTampaFloridaUSA
| | - Kathleen M. Van Dyk
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCaliforniaUSA
| | - Jeanne S. Mandelblatt
- Cancer Prevention and Control ProgramGeorgetown Lombardi Comprehensive Cancer CenterWashingtonDistrict of ColumbiaUSA
| | - Judith E. Carroll
- Cousins Center for PsychoneuroimmunologyUniversity of California, Los AngelesLos AngelesCaliforniaUSA
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral SciencesUniversity of California, Los AngelesLos AngelesCaliforniaUSA
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Polsky LR, Rentscher KE, Carroll JE. Stress-induced biological aging: A review and guide for research priorities. Brain Behav Immun 2022; 104:97-109. [PMID: 35661679 PMCID: PMC10243290 DOI: 10.1016/j.bbi.2022.05.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 04/27/2022] [Accepted: 05/29/2022] [Indexed: 01/13/2023] Open
Abstract
Exposure to chronic adverse conditions, and the resultant activation of the neurobiological response cascade, has been associated with an increased risk of early onset of age-related disease and, recently, with an older biological age. This body of research has led to the hypothesis that exposure to stressful life experiences, when occurring repeatedly or over a prolonged period, may accelerate the rate at which the body ages. The mechanisms through which chronic psychosocial stress influences distinct biological aging pathways to alter rates of aging likely involve multiple layers in the physiological-molecular network. In this review, we integrate research using animal, human, and in vitro models to begin to delineate the distinct pathways through which chronic psychosocial stress may impact biological aging, as well as the neuroendocrine mediators (i.e., norepinephrine, epinephrine, and glucocorticoids) that may drive these effects. Findings highlight key connections between stress and aging, namely cellular metabolic activity, DNA damage, telomere length, cellular senescence, and inflammatory response patterns. We conclude with a guiding framework and conceptual model that outlines the most promising biological pathways by which chronic adverse conditions could accelerate aging and point to key missing gaps in knowledge where future research could best answer these pressing questions.
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Affiliation(s)
- Lilian R Polsky
- Cousins Center for Psychoneuroimmunology, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, United States
| | - Kelly E Rentscher
- Cousins Center for Psychoneuroimmunology, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, United States; Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, United States.
| | - Judith E Carroll
- Cousins Center for Psychoneuroimmunology, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, United States
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Knight JM, Taylor MR, Rentscher KE, Henley EC, Uttley HA, Nelson AM, Turcotte LM, McAndrew NS, Amonoo HL, Mohanraj L, Kelly DL, Costanzo ES. Biobehavioral Implications of Covid-19 for Transplantation and Cellular Therapy Recipients. Front Immunol 2022; 13:877558. [PMID: 35865530 PMCID: PMC9295749 DOI: 10.3389/fimmu.2022.877558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 06/01/2022] [Indexed: 01/13/2023] Open
Abstract
A growing body of literature has emphasized the importance of biobehavioral processes - defined as the interaction of behavior, psychology, socioenvironmental factors, and biological processes - for clinical outcomes among transplantation and cellular therapy (TCT) patients. TCT recipients are especially vulnerable to distress associated with pandemic conditions and represent a notably immunocompromised group at greater risk for SARS-CoV-2 infection with substantially worse outcomes. The summation of both the immunologic and psychologic vulnerability of TCT patients renders them particularly susceptible to adverse biobehavioral sequelae associated with the Covid-19 pandemic. Stress and adverse psychosocial factors alter neural and endocrine pathways through sympathetic nervous system and hypothalamic-pituitary-adrenal axis signaling that ultimately affect gene regulation in immune cells. Reciprocally, global inflammation and immune dysregulation related to TCT contribute to dysregulation of neuroendocrine and central nervous system function, resulting in the symptom profile of depression, fatigue, sleep disturbance, and cognitive dysfunction. In this article, we draw upon literature on immunology, psychology, neuroscience, hematology and oncology, Covid-19 pathophysiology, and TCT processes to discuss how they may intersect to influence TCT outcomes, with the goal of providing an overview of the significance of biobehavioral factors in understanding the relationship between Covid-19 and TCT, now and for the future. We discuss the roles of depression, anxiety, fatigue, sleep, social isolation and loneliness, and neurocognitive impairment, as well as specific implications for sub-populations of interest, including pediatrics, caregivers, and TCT donors. Finally, we address protective psychological processes that may optimize biobehavioral outcomes affected by Covid-19.
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Affiliation(s)
- Jennifer M. Knight
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, United States,Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, United States,Department of Microbiology & Immunology, Medical College of Wisconsin, Milwaukee, WI, United States,*Correspondence: Jennifer M. Knight,
| | - Mallory R. Taylor
- Department of Pediatrics, Division of Hematology/Oncology, University of Washington School of Medicine, Seattle, WA, United States,Palliative Care and Resilience Program, Center for Clinical and Translational Research, Seattle Children’s Research Institute, Seattle, WA, United States
| | - Kelly E. Rentscher
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Elisabeth C. Henley
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Hannah A. Uttley
- Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Ashley M. Nelson
- Department of Psychiatry, Harvard Medical School/Massachusetts General Hospital, Boston, MA, United States
| | - Lucie M. Turcotte
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN, United States
| | - Natalie S. McAndrew
- College of Nursing, University of Wisconsin – Milwaukee, Milwaukee, WI, United States,Froedtert Hospital, Froedtert & The Medical College of Wisconsin, Milwaukee, WI, United States
| | - Hermioni L. Amonoo
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, United States,Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
| | - Lathika Mohanraj
- Department of Adult Health and Nursing Systems, School of Nursing, Virginia Commonwealth University, Richmond, VA, United States
| | - Debra Lynch Kelly
- Department of Nursing, University of Florida, Gainesville, FL, United States,Cancer Population Science, University of Florida Health Cancer Center, University of Florida, Gainesville, FL, United States
| | - Erin S. Costanzo
- Department of Psychiatry, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
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Rentscher KE, Carroll JE, Polsky LR, Lamkin DM. Chronic stress increases transcriptomic indicators of biological aging in mouse bone marrow leukocytes. Brain Behav Immun Health 2022; 22:100461. [PMID: 35481228 PMCID: PMC9035650 DOI: 10.1016/j.bbih.2022.100461] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 04/10/2022] [Indexed: 01/13/2023] Open
Abstract
Research with animals and humans has demonstrated that chronic stress exposure can impact key biological aging pathways such as inflammation and DNA damage, suggesting a mechanism through which stress may increase risk for age-related disease. However, it is less clear whether these effects extend to other hallmarks of the aging process, such as cellular senescence. Male SCID mice were exposed to 14 days of restraint stress, with (n = 6) or without (n = 10) propranolol administration, or a non-stress control condition (n = 10). Normal femoral bone marrow leukocytes were isolated from engrafted leukemia cells that had been injected prior to the stressor, as the mice were also under a cancer challenge. We performed whole genome transcriptional profiling to assess indicators of biological aging: cell stress, DNA damage repair, cellular senescence markers p16INK4a and p21, and the pro-inflammatory senescence-associated secretory phenotype (SASP). ANCOVAs that adjusted for tumor load and Fisher's pairwise comparisons revealed that stressed mice had enhanced p16INK4a (p = .02) and p21 (p = .004), lower DNA damage repair (p < .001), and higher SASP (p = .03) gene expression than control mice. Stressed mice also showed up-regulated beta-adrenergic (CREB) and inflammatory (NF-кB, AP-1) and down-regulated cell stress (Nrf2) transcription factor activity relative to control mice (ps < .01). Propranolol reversed CREB and Nrf2 activity (ps < .03). Findings suggest that chronic stress exposure can impact several key biological aging pathways within bone marrow leukocytes and these effects may be partially mediated by sympathetic beta-adrenergic receptor activation.
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Affiliation(s)
- Kelly E. Rentscher
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, USA,Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, USA,Jonsson Comprehensive Cancer Center, University of California, Los Angeles, USA,Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, USA,Corresponding author. Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, 1000 N. 92nd St., Milwaukee, WI, 53226, USA.
| | - Judith E. Carroll
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, USA,Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, USA,Jonsson Comprehensive Cancer Center, University of California, Los Angeles, USA
| | - Lilian R. Polsky
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, USA
| | - Donald M. Lamkin
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, USA,Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, USA,Jonsson Comprehensive Cancer Center, University of California, Los Angeles, USA
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Abstract
OBJECTIVE To identify modifiable, social factors that moderate the relationship between early-life stress (ELS) and health outcomes as measured by depressive symptoms and inflammation. METHODS Data were from 3,416 adults (58.28% female), ages 36 - 97 (Mage = 68.41; SDage = 10.24) who participated in the 2006 wave of the Health and Retirement Study, a nationally representative sample of older adults in the United States. This study used hierarchical regression analyses to first test the main effects of ELS on depressive symptoms and inflammation (high-sensitivity C-reactive protein). Four social factors (perceived support, frequency of social contact, network size, and volunteer activity) were assessed as moderators of the ELS-depression and ELS-inflammation relationships. RESULTS There was a small, positive association between ELS and depressive symptoms (B = 0.17, SE = 0.05, p = .002), which was moderated by social contact and perceived support. Specifically, ELS was only associated with elevated depressive symptoms for participants with limited social contact (B = 0.24, SE = 0.07, p < .001) and low perceived support (B = 0.24, SE = 0.07, p < .001). These associations remained after accounting for potential confounds (age, body-mass index, adulthood stress, and marital status). CONCLUSIONS Increased social contact and perceived support may be protective for individuals at a higher risk of developing depressive symptoms as a result of ELS. Future interventions may benefit from leveraging these social factors to improve quality of life in adults with ELS.
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Affiliation(s)
- Julia S. Nakamura
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA,Department of Psychology, University of British Columbia, Vancouver, Canada
| | - Eric S. Kim
- Department of Psychology, University of British Columbia, Vancouver, Canada
| | - Kelly E. Rentscher
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience & Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA
| | - Julienne E. Bower
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA,Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience & Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA
| | - Kate R. Kuhlman
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience & Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA,Department of Psychological Science, University of California, Irvine, Irvine, CA, USA,Institute for Interdisciplinary Salivary Bioscience, University of California, Irvine, Irvine, CA, USA
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Rentscher KE, Carroll JE, Juckett MB, Coe CL, Broman AT, Rathouz PJ, Hematti P, Costanzo ES. Sleep Disruption, Fatigue, and Depression as Predictors of 6-Year Clinical Outcomes Following Allogeneic Hematopoietic Cell Transplantation. J Natl Cancer Inst 2021; 113:1405-1414. [PMID: 33693799 PMCID: PMC8633423 DOI: 10.1093/jnci/djab032] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 01/04/2021] [Accepted: 03/04/2021] [Indexed: 08/25/2023] Open
Abstract
BACKGROUND Allogeneic hematopoietic cell transplantation (HCT) is a widely used treatment for hematologic cancers, with survival rates ranging from 25% to 78%. Known risk factors for chronic graft-versus-host disease (cGVHD), a serious and common long-term complication, disease relapse, and mortality following HCT have been identified, but much of the variability in HCT outcomes is unexplained. Biobehavioral symptoms including depression, sleep disruption, and fatigue are some of the most prevalent and distressing for patients; yet research on biobehavioral risk factors for HCT outcomes is limited. This study evaluated patient-reported depression, sleep disruption, and fatigue as risk factors for cGVHD, disease relapse, and mortality. METHODS Adults receiving allogeneic HCT for a hematologic malignancy (N = 241) completed self-report measures of depression symptoms, sleep quality, and fatigue (severity, interference) pre-HCT and 100 days post-HCT. Clinical outcomes were monitored for up to 6 years. RESULTS Cox proportional hazard models (2-tailed) adjusting for patient demographic and medical characteristics revealed that high pre-HCT sleep disruption (Pittsburgh Sleep Quality Index >9; hazard ratio [HR] = 2.74, 95% confidence interval [CI] = 1.27 to 5.92) and greater post-HCT fatigue interference (HR = 1.32, 95% CI = 1.05 to 1.66) uniquely predicted increased risk of mortality. Moderate pre-HCT sleep disruption (Pittsburgh Sleep Quality Index 6-9) predicted increased risk of relapse (HR = 1.99, 95% CI = 1.02 to 3.87). Biobehavioral symptoms did not predict cGVHD incidence. CONCLUSIONS Biobehavioral symptoms, particularly sleep disruption and fatigue interference, predicted an increased risk for 6-year relapse and mortality after HCT. Because these symptoms are amenable to treatment, they offer specific targets for intervention to improve HCT outcomes.
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Affiliation(s)
- Kelly E Rentscher
- Department of Psychiatry and Biobehavioral Sciences, Cousins Center for Psychoneuroimmunology, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
| | - Judith E Carroll
- Department of Psychiatry and Biobehavioral Sciences, Cousins Center for Psychoneuroimmunology, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
| | - Mark B Juckett
- Department of Medicine, Division of Hematology/Oncology, University of Wisconsin-Madison, Madison, WI, USA
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI, USA
| | - Christopher L Coe
- Department of Psychology, University of Wisconsin-Madison, Madison, WI, USA
| | - Aimee T Broman
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI, USA
| | - Paul J Rathouz
- Department of Population Health, University of Texas at Austin, Austin, TX, USA
| | - Peiman Hematti
- Department of Medicine, Division of Hematology/Oncology, University of Wisconsin-Madison, Madison, WI, USA
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI, USA
| | - Erin S Costanzo
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI, USA
- Department of Psychiatry, University of Wisconsin-Madison, Madison, WI, USA
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15
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Rentscher KE, Zhou X, Small BJ, Cohen HJ, Dilawari AA, Patel SK, Bethea TN, Van Dyk KM, Nakamura ZM, Ahn J, Zhai W, Ahles TA, Jim HSL, McDonald BC, Saykin AJ, Root JC, Graham DMA, Carroll JE, Mandelblatt JS. Loneliness and mental health during the COVID-19 pandemic in older breast cancer survivors and noncancer controls. Cancer 2021; 127:3671-3679. [PMID: 34161601 PMCID: PMC8419003 DOI: 10.1002/cncr.33687] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 05/17/2021] [Accepted: 05/28/2021] [Indexed: 12/31/2022]
Abstract
Background The coronavirus disease 2019 (COVID‐19) pandemic has had wide‐ranging health effects and increased isolation. Older with cancer patients might be especially vulnerable to loneliness and poor mental health during the pandemic. Methods The authors included active participants enrolled in the longitudinal Thinking and Living With Cancer study of nonmetastatic breast cancer survivors aged 60 to 89 years (n = 262) and matched controls (n = 165) from 5 US regions. Participants completed questionnaires at parent study enrollment and then annually, including a web‐based or telephone COVID‐19 survey, between May 27 and September 11, 2020. Mixed‐effects models were used to examine changes in loneliness (a single item on the Center for Epidemiologic Studies–Depression [CES‐D] scale) from before to during the pandemic in survivors versus controls and to test survivor‐control differences in the associations between changes in loneliness and changes in mental health, including depression (CES‐D, excluding the loneliness item), anxiety (the State‐Trait Anxiety Inventory), and perceived stress (the Perceived Stress Scale). Models were adjusted for age, race, county COVID‐19 death rates, and time between assessments. Results Loneliness increased from before to during the pandemic (0.211; P = .001), with no survivor‐control differences. Increased loneliness was associated with worsening depression (3.958; P < .001) and anxiety (3.242; P < .001) symptoms and higher stress (1.172; P < .001) during the pandemic, also with no survivor‐control differences. Conclusions Cancer survivors reported changes in loneliness and mental health similar to those reported by women without cancer. However, both groups reported increased loneliness from before to during the pandemic that was related to worsening mental health, suggesting that screening for loneliness during medical care interactions will be important for identifying all older women at risk for adverse mental health effects of the pandemic. Older breast cancer survivors and matched noncancer controls experienced similar increases in loneliness from before to during the COVID‐19 pandemic. Women who reported increased loneliness also experienced worsening depression and anxiety symptoms and higher stress during the pandemic.
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Affiliation(s)
- Kelly E Rentscher
- Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, Los Angeles, California.,Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, California
| | - Xingtao Zhou
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia
| | - Brent J Small
- School of Aging Studies, University of South Florida, Tampa, Florida
| | - Harvey J Cohen
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, North Carolina
| | - Asma A Dilawari
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia
| | - Sunita K Patel
- Outcomes Division, Population Sciences, City of Hope National Medical Center, Los Angeles, California
| | - Traci N Bethea
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia
| | - Kathleen M Van Dyk
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, California
| | - Zev M Nakamura
- Department of Psychiatry, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina
| | - Jaeil Ahn
- Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, District of Columbia
| | - Wanting Zhai
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia
| | - Tim A Ahles
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Brenna C McDonald
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine and Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, Indiana
| | - Andrew J Saykin
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine and Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, Indiana
| | - James C Root
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Deena M A Graham
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, New Jersey
| | - Judith E Carroll
- Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, Los Angeles, California.,Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, California
| | - Jeanne S Mandelblatt
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, District of Columbia
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16
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Kelly DL, Syrjala K, Taylor M, Rentscher KE, Hashmi S, Wood WA, Jim H, Barata A, Flynn KE, Burns LJ, Shaw BE, Petersdorf E, Yero AC, Emmrich AD, Morris KE, Costanzo ES, Knight JM. Biobehavioral Research and Hematopoietic Stem Cell Transplantation: Expert Review from the Biobehavioral Research Special Interest Group of the American Society for Transplantation and Cellular Therapy. Transplant Cell Ther 2021; 27:747-757. [PMID: 34139388 DOI: 10.1016/j.jtct.2021.06.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 06/04/2021] [Accepted: 06/07/2021] [Indexed: 01/12/2023]
Abstract
Hematopoietic stem cell transplantation (HCT) is a potentially curative treatment for many hematologic conditions. Despite advances in conditioning and supportive measures, however, there remain significant comorbidities that threaten survivorship. Adverse effects of stress-related biobehavioral processes-defined here as the interactions of behavioral, psychological, and socioenvironmental factors with biology-impact immune recovery and function and are particularly salient in the HCT context, given the importance of immune reconstitution for improved survivorship. However, biobehavioral processes have been underinvestigated in this vulnerable group compared with other cancer populations. Here the Biobehavioral Research Special Interest Group (SIG) of the American Society for Transplantation and Cellular Therapy provides an expert review to inform research directions explicating the biological correlates of behavioral symptoms and evaluate the impact of these on HCT outcomes. The goal of this expert review is to provide a foundation for advancing science that effectively integrates behavioral and biological processes to optimize quality of life and improve clinical outcomes for HCT recipients.
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Affiliation(s)
- Debra Lynch Kelly
- Department of Biobehavioral Nursing Science, College of Nursing, University of Florida and University of Florida Health Cancer Center, Gainesville, Florida
| | - Karen Syrjala
- Biobehavioral Sciences Department, Fred Hutchinson Cancer Research Center and University of Washington School of Medicine, Seattle, Washington
| | - Mallory Taylor
- Division of Hematology-Oncology, Department of Pediatrics, University of Washington, Seattle, Washington
| | - Kelly E Rentscher
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, California
| | - Shahrukh Hashmi
- Department of Hematology and Onclolgy; Sheikh Shakhbout Medical City/Mayo Clinic, Abu Dhabi, United Arab Emirates
| | - William A Wood
- Division of Hematology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Heather Jim
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida
| | - Anna Barata
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida
| | - Kathryn E Flynn
- Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Linda J Burns
- Center for International Blood and Marrow Transplant Research, Milwaukee, Wisconsin
| | - Bronwen E Shaw
- Center for International Blood and Marrow Transplantation Research, Froedtert and the Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Effie Petersdorf
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Anela Carrazana Yero
- Department of Biobehavioral Nursing Science, University of Florida, Gainesville, Florida
| | - Amanda D Emmrich
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Keayra E Morris
- Department of Psychiatry, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Erin S Costanzo
- Department of Psychiatry and Carbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin
| | - Jennifer M Knight
- Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin; Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin; Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, Wisconsin.
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17
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Carroll JE, Ross KM, Horvath S, Okun M, Hobel C, Rentscher KE, Coussons-Read M, Schetter CD. Postpartum sleep loss and accelerated epigenetic aging. Sleep Health 2021; 7:362-367. [PMID: 33903077 PMCID: PMC10027398 DOI: 10.1016/j.sleh.2021.02.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 02/02/2021] [Accepted: 02/04/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND Insufficient sleep has been linked to accelerated biological aging in adults, providing a possible mechanism through which sleep may influence disease risk. In the current paper, we test the hypothesis that short sleep in postpartum would predict older biological age in women one year post birth, as indicated by accelerated epigenetic aging. METHODS As part of a larger study of pregnancy and postpartum health (Healthy Babies Before Birth, HB3), 33 mothers provided blood samples for epigenetic aging clock estimates. intrinsic epigenetic age acceleration (IEAA), extrinsic apigenetic age acceleration, phenotypic epigenetic age acceleration (PEAA), GrimAge, DNAmPAI-1, and DNAm telomere length (TL) were calculated using established protocols. Sleep duration was categorized as insufficient sleep (<7 hours per night) or healthy sleep duration (7+ hours per night). Sleep quality was determined using the Pittsburgh Sleep Quality Index (Global score >5). RESULTS Maternal postpartum sleep duration at 6 months, but not 12 months, following a birth was predictive of older 12-month IEAA, B (SE) = 3.0 (1.2), P = .02, PEAA, B (SE) = 7.3 (2.0), P = .002, and DNAmTL, B (SE) = -0.18 (0.07), P = .01, but not other indices, all P> .127. Self-reported poor sleep quality at 6 and 12 months was not significantly related to epigenetic age. CONCLUSIONS These findings suggest that insufficient sleep duration during the early postpartum period is associated with accelerated biological aging. As the sample size is small, additional research is warranted with a larger sample size to replicate these findings.
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Affiliation(s)
- Judith E Carroll
- Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, California, USA.
| | - Kharah M Ross
- Department of Psychology, University of California, Los Angeles, Los Angeles, California, USA
| | - Steve Horvath
- Department of Biostatistics, University of California, Los Angeles, Los Angeles, California, USA
| | - Michele Okun
- Department of Psychology, University of Colorado, Colorado Springs, Colorado Springs, Colorado, USA
| | - Calvin Hobel
- Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Kelly E Rentscher
- Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, California, USA
| | - Mary Coussons-Read
- Department of Psychology, University of Colorado, Colorado Springs, Colorado Springs, Colorado, USA
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18
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Dilawari A, Rentscher KE, Zhai W, Zhou X, Ahles TA, Ahn J, Bethea TN, Carroll JE, Cohen HJ, Graham DA, Jim H, McDonald B, Nakamura ZM, Patel SK, Root JC, Small BJ, Saykin AJ, Tometich D, Van Dyk K, Mandelblatt JS. Medical Care Disruptions During the First Six-Months of the COVID19 Pandemic: The Experience of Older Breast Cancer Survivors. Res Sq 2021. [PMID: 33880464 PMCID: PMC8057243 DOI: 10.21203/rs.3.rs-416077/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Purpose. Older cancer survivors required medical care during the COVID-19 pandemic despite infection risks, but there are limited data on medical care in this age group. Methods. We evaluated care disruptions in a longitudinal cohort of non-metastatic breast cancer survivors ages 60–98 from five US regions (n=321). Survivors completed a web-based or telephone survey from May 27, 2020 to September 11, 2020. Care disruptions included self-reported interruptions in ability to see doctors, receive treatment or supportive therapies, or fill prescriptions. Logistic regression models evaluated bivariate and multivariate associations between care disruptions and education, medical, psychosocial and COVID-19-related factors. Multivariate models included age, county COVID-19 rates, comorbidity and post-diagnosis time. Results. There was a high response rate (n=262, 81.6%). Survivors were 32.2 months post-diagnosis (SD 17.5, range 4–73). Nearly half (48%) reported a medical disruption. The unadjusted odds of care disruptions were significantly higher with more education (OR 1.23 per one-year increase, 95% CI 1.09–1.39, p =0.001) and greater depression (OR 1.04 per one-point increase in CES-D score, CI 1.003–1.08, p=0.033); tangible support decreased the odds of disruptions (OR 0.99, 95% CI 0.97–0.99 per one-point increase, p=0.012). There was a trend for associations between disruptions and comorbidity (unadjusted OR 1.13 per 1 added comorbidity, 95% CI 0.99–1.29, p=0.07). Adjusting for covariates, only higher education (p=0.001) and tangible social support (p=0.006) remained significantly associated with having care disruptions. Conclusions. Older breast cancer survivors reported high rates of medical care disruptions during the COVID-19 pandemic and psychosocial factors were associated with care disruptions.
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Affiliation(s)
- A Dilawari
- Medstar Washington Hospital Center Washington, DC.,Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC
| | - K E Rentscher
- Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, Los Angeles, CA.,Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA
| | - W Zhai
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC.,Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC
| | - X Zhou
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC.,Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC
| | - T A Ahles
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - J Ahn
- Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, Los Angeles, CA
| | - T N Bethea
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC
| | - J E Carroll
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA.,Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC
| | - H J Cohen
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC
| | - D A Graham
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ
| | - Hsl Jim
- Moffitt Cancer Center, Tampa, FL
| | - B McDonald
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine and Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN
| | - Z M Nakamura
- Department of Psychiatry, University of North Carolina-Chapel Hill, Chapel Hill, NC
| | - S K Patel
- City of Hope National Medical Center, Los Angeles, CA
| | - J C Root
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - B J Small
- University of South Florida, Tampa, FL
| | - A J Saykin
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine and Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN
| | | | - K Van Dyk
- Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC
| | - J S Mandelblatt
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC
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19
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Badal VD, Nebeker C, Shinkawa K, Yamada Y, Rentscher KE, Kim HC, Lee EE. Do Words Matter? Detecting Social Isolation and Loneliness in Older Adults Using Natural Language Processing. Front Psychiatry 2021; 12:728732. [PMID: 34867518 PMCID: PMC8635064 DOI: 10.3389/fpsyt.2021.728732] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 10/08/2021] [Indexed: 01/13/2023] Open
Abstract
Introduction: Social isolation and loneliness (SI/L) are growing problems with serious health implications for older adults, especially in light of the COVID-19 pandemic. We examined transcripts from semi-structured interviews with 97 older adults (mean age 83 years) to identify linguistic features of SI/L. Methods: Natural Language Processing (NLP) methods were used to identify relevant interview segments (responses to specific questions), extract the type and number of social contacts and linguistic features such as sentiment, parts-of-speech, and syntactic complexity. We examined: (1) associations of NLP-derived assessments of social relationships and linguistic features with validated self-report assessments of social support and loneliness; and (2) important linguistic features for detecting individuals with higher level of SI/L by using machine learning (ML) models. Results: NLP-derived assessments of social relationships were associated with self-reported assessments of social support and loneliness, though these associations were stronger in women than in men. Usage of first-person plural pronouns was negatively associated with loneliness in women and positively associated with emotional support in men. ML analysis using leave-one-out methodology showed good performance (F1 = 0.73, AUC = 0.75, specificity = 0.76, and sensitivity = 0.69) of the binary classification models in detecting individuals with higher level of SI/L. Comparable performance were also observed when classifying social and emotional support measures. Using ML models, we identified several linguistic features (including use of first-person plural pronouns, sentiment, sentence complexity, and sentence similarity) that most strongly predicted scores on scales for loneliness and social support. Discussion: Linguistic data can provide unique insights into SI/L among older adults beyond scale-based assessments, though there are consistent gender differences. Future research studies that incorporate diverse linguistic features as well as other behavioral data-streams may be better able to capture the complexity of social functioning in older adults and identification of target subpopulations for future interventions. Given the novelty, use of NLP should include prospective consideration of bias, fairness, accountability, and related ethical and social implications.
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Affiliation(s)
- Varsha D Badal
- Department of Psychiatry, University of California San Diego, La Jolla, CA, United States.,Sam and Rose Stein Institute for Research on Aging, University of California San Diego, La Jolla, CA, United States
| | - Camille Nebeker
- Herbert Wertheim School of Public Health and Longevity Science, University of California San Diego, La Jolla, CA, United States
| | | | | | - Kelly E Rentscher
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, United States
| | - Ho-Cheol Kim
- AI and Cognitive Software, IBM Research-Almaden, San Jose, CA, United States
| | - Ellen E Lee
- Department of Psychiatry, University of California San Diego, La Jolla, CA, United States.,Sam and Rose Stein Institute for Research on Aging, University of California San Diego, La Jolla, CA, United States.,VA San Diego Healthcare System, La Jolla, CA, United States
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20
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Carroll JE, Rentscher KE, Cole SW, Luo JJ, Ramilo O, Webber S, Lamkin DM, Christian LM. Sleep disturbances and inflammatory gene expression among pregnant women: Differential responses by race. Brain Behav Immun 2020; 88:654-660. [PMID: 32360438 PMCID: PMC7526416 DOI: 10.1016/j.bbi.2020.04.065] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2020] [Revised: 04/20/2020] [Accepted: 04/25/2020] [Indexed: 12/27/2022] Open
Abstract
Excessive inflammation in pregnancy predicts adverse birth outcomes, including shortened gestational length and lower birthweight, with African American women at greater risk. As substantial racial disparities in sleep quality, and evidence that African Americans have increased vulnerability for sleep-induced inflammatory dysregulation, sleep may be a critical, modifiable health behavior that contributes to racial disparities in birth outcomes. The present study examined sleep disturbance as a predictor of genome-wide transcriptome profiles of peripheral blood samples from 103 pregnant women (33 African American, 70 white) assessed at 18.7 ± 7.2 weeks gestation. We hypothesized that pregnant women with significant sleep disturbances would have gene expression profiles indicating over-expression of inflammatory pathways, with greater effects among African American compared to white women. Promoter-based bioinformatics analyses of differentially expressed genes indicated greater activation of NF-кB, AP1, and CREB transcription factors among African American women with sleep disturbances (all p < 0.05), and enhanced activation of AP1, but not NF-кB and reduced CREB activity among white women with sleep disturbances (p < 0.05). Differences in glucocorticoid receptor (GR) activity were also observed, in which African American women with sleep disturbances had reduced GR activity (p < 0.05), but white women with sleep disturbances showed a trend for enhanced GR activity (p = 0.11). Similarly, Interferon Response Factor (IRF) activity was reduced in African American women while increased in white women with sleep disturbances (p < 0.05). The current study provides novel evidence for gene expression related to inflammation, glucocorticoids, and anti-viral immunity among pregnant women with sleep disturbances, with differential effects by race. African Americans showed greater breadth and magnitude in these proinflammatory and anti-viral pathways than whites, with divergence in anti-inflammatory glucocorticoid, proinflammatory adrenergic-mediated cAMP, and anti-viral interferon responses. These data elucidate the role of sleep disturbances in intracellular inflammatory and anti-viral immunity in pregnancy and provide a potential target for intervention.
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Affiliation(s)
- Judith E Carroll
- Cousins Center for Psychoneuroimmunology, Department of Psychiatry & Biobehavioral Sciences, Semel Institute for Neuroscience & Human Behavior, University of California, Los Angeles, USA.
| | - Kelly E Rentscher
- Cousins Center for Psychoneuroimmunology, Department of Psychiatry & Biobehavioral Sciences, Semel Institute for Neuroscience & Human Behavior, University of California, Los Angeles, USA
| | - Steven W Cole
- Cousins Center for Psychoneuroimmunology, Department of Psychiatry & Biobehavioral Sciences, Semel Institute for Neuroscience & Human Behavior, University of California, Los Angeles, USA
| | - James J Luo
- Cousins Center for Psychoneuroimmunology, Department of Psychiatry & Biobehavioral Sciences, Semel Institute for Neuroscience & Human Behavior, University of California, Los Angeles, USA
| | - Octavio Ramilo
- Department of Psychiatry & Behavioral Health and The Institute for Behavioral Medicine Research, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Shannon Webber
- College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Donald M Lamkin
- Cousins Center for Psychoneuroimmunology, Department of Psychiatry & Biobehavioral Sciences, Semel Institute for Neuroscience & Human Behavior, University of California, Los Angeles, USA
| | - Lisa M Christian
- Department of Psychiatry & Behavioral Health and The Institute for Behavioral Medicine Research, The Ohio State University Wexner Medical Center, Columbus, OH, USA
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21
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Rentscher KE, Carroll JE, Cole SW, Repetti RL, Robles TF. Relationship closeness buffers the effects of perceived stress on transcriptomic indicators of cellular stress and biological aging marker p16 INK4a. Aging (Albany NY) 2020; 12:16476-16490. [PMID: 32712602 PMCID: PMC7485710 DOI: 10.18632/aging.103739] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 07/07/2020] [Indexed: 04/29/2023]
Abstract
Chronic stress can accelerate biological aging, offering one mechanism through which stress may increase age-related disease risk. Chronic activation of the sympathoadrenal system increases cellular energy production, resulting in cell stress that can initiate cellular senescence, a permanent state of cell growth arrest. Our previous research linked psychosocial stress with increased expression of senescence marker p16INK4a; however, less is known about the role of protective psychosocial factors in biological aging. We examined relationship closeness (perceived interconnectedness with one's spouse) as a protective buffer of the effects of stress on expression of the p16INK4a-encoding gene (CDKN2A) and transcription control pathways activated under cell stress. Seventy parents (Mage=43.2) completed interview-based and questionnaire measures of psychosocial stress and relationship closeness. Blood samples assessed CDKN2A expression and inferred activity of a priori-selected transcription factors Nrf2 and heat shock factors (HSFs) via genome-wide transcriptome profiling. Random intercept models adjusting for age, sex, and ethnicity/race revealed that perceived stress was associated with elevated CDKN2A expression for parents with low but not high closeness. Secondary bioinformatics analyses linked the interaction of perceived stress and relationship closeness to Nrf2 and HSF-1 activity. Findings identify relationship closeness as a protective factor that may buffer the impact of stress on cellular stress and senescence pathways.
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Affiliation(s)
- Kelly E. Rentscher
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Judith E. Carroll
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Steve W. Cole
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Rena L. Repetti
- Department of Psychology, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Theodore F. Robles
- Department of Psychology, University of California Los Angeles, Los Angeles, CA 90095, USA
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22
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Abstract
A growing literature suggests that exposure to adverse social conditions may accelerate biological aging, offering one mechanism through which adversity may increase risk for age-related disease. As one of the most extensively studied biological markers of aging, telomere length (TL) provides a valuable tool to understand potential influences of social adversity on the aging process. Indeed, a sizeable literature now links a wide range of stressors to TL across the life span. The aim of this article is to review and evaluate this extant literature with a focus on studies that investigate psychosocial stress exposures and experiences in early life and adulthood. We conclude by outlining potential biological and behavioral mechanisms through which psychosocial stress may influence TL, and we discuss directions for future research in this area.
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Affiliation(s)
- Kelly E. Rentscher
- Cousins Center for Psychoneuroimmunology, Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, California 90095, USA;,
| | - Judith E. Carroll
- Cousins Center for Psychoneuroimmunology, Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, California 90095, USA;,
| | - Colter Mitchell
- Institute for Social Research, University of Michigan, Ann Arbor, Michigan 48106, USA
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23
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Rentscher KE, Carroll JE, Repetti RL, Cole SW, Reynolds BM, Robles TF. Chronic stress exposure and daily stress appraisals relate to biological aging marker p16 INK4a. Psychoneuroendocrinology 2019; 102:139-148. [PMID: 30557761 PMCID: PMC6420375 DOI: 10.1016/j.psyneuen.2018.12.006] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Revised: 12/04/2018] [Accepted: 12/06/2018] [Indexed: 01/19/2023]
Abstract
Previous research has linked exposure to adverse social conditions with DNA damage and accelerated telomere shortening, raising the possibility that chronic stress may impact biological aging pathways, ultimately increasing risk for age-related diseases. Less clear, however, is whether these stress-related effects extend to additional hallmarks of biological aging, including cellular senescence, a stable state of cell cycle arrest. The present study aimed to investigate associations between psychosocial stress and two markers of cellular aging-leukocyte telomere length (LTL) and cellular senescence signal p16INK4a. Seventy-three adults (Mage = 43.0, SD = 7.2; 55% female) with children between 8-13 years of age completed interview-based and questionnaire measures of their exposures to and experiences of stress, as well as daily reports of stress appraisals over an 8-week diary period. Blood samples were used to assess markers of cellular aging: LTL and gene expression of senescent cell signal p16INK4a (CDKN2A). Random effects models covarying for age, sex, ethnicity/race, and BMI revealed that participants with greater chronic stress exposure over the previous 6 months (b = 0.011, p = .04), perceived stress (b = 0.020, p < .001), and accumulated daily stress appraisals over the 8-week period (b = 0.013, p = .02) showed increased p16INK4a. No significant associations with LTL were found. These findings extend previous work on the impact of stress on biological aging by linking chronic stress exposure and daily stressful experiences to an accumulation of senescent cells. Findings also support the hypothesis that chronic stress is associated with accelerated aging by inducing cellular senescence, a common correlate of age-related diseases.
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Affiliation(s)
- Kelly E Rentscher
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, 300 Medical Plaza, Los Angeles, CA 90095, USA.
| | - Judith E Carroll
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, 300 Medical Plaza, Los Angeles, CA 90095, USA.
| | - Rena L Repetti
- Department of Psychology, University of California, 502 Portola Plaza, Los Angeles, CA 90095, USA.
| | - Steve W Cole
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, 300 Medical Plaza, Los Angeles, CA 90095, USA.
| | - Bridget M Reynolds
- National Center for Health Statistics, Centers for Disease Control and Prevention, 3311 Toledo Road, Hyattsville, MD 20782, USA.
| | - Theodore F Robles
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, 300 Medical Plaza, Los Angeles, CA 90095, USA; Department of Psychology, University of California, 502 Portola Plaza, Los Angeles, CA 90095, USA.
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24
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Abstract
Prior to the 1990s, the predominant view of stress and coping defined stress as occurring when an individual perceives a situation as a challenge, threat, or loss and evaluates her capacity to respond based on her available resources. As an expansion of this intrapersonal perspective, the last 20 years have seen the emergence of two prominent interpersonal perspectives on stress and coping that account for the importance of social relationships in the coping process: the Systemic Transactional Model (STM) of dyadic coping and communal coping. In this article, I outline these two perspectives and highlight their points of convergence and divergence. I propose that one difference between the models is that communal coping involves an explicit focus on a communal or shared appraisal process, in which relationship partners view a problem or stressor as “ours” rather than “yours” or “mine.” I review existing methods for assessing communal coping (e.g., self-report, language use, behavioral observation) across laboratory, intervention, and real-world settings and summarize empirical evidence for the prognostic significance of communal coping for relationship and health functioning. I propose the utility of incorporating measurement of shared appraisal into future research on dyadic coping with stress, because of its potential to impact health through its influence on primary and secondary stress appraisal processes and physiological stress response systems. Finally, I outline biological and behavioral pathways through which communal coping may influence health as directions for future research.
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Affiliation(s)
- Kelly E Rentscher
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, United States
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25
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Mascaro JS, Rentscher KE, Hackett PD, Lori A, Darcher A, Rilling JK, Mehl MR. Preliminary evidence that androgen signaling is correlated with men's everyday language. Am J Hum Biol 2018; 30:e23136. [PMID: 29752749 DOI: 10.1002/ajhb.23136] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2017] [Revised: 03/23/2018] [Accepted: 04/22/2018] [Indexed: 11/11/2022] Open
Abstract
OBJECTIVES Testosterone (T) has an integral, albeit complex, relationship with social behavior, especially in the domains of aggression and competition. However, examining this relationship in humans is challenging given the often covert and subtle nature of human aggression and status-seeking. The present study aimed to investigate whether T levels and genetic polymorphisms in the AR gene are associated with social behavior assessed via natural language use. METHODS We used unobtrusive, behavioral, real-world ambulatory assessments of men in partnered heterosexual relationships to examine the relationship between plasma T levels, variation in the androgen receptor (AR) gene, and spontaneous, everyday language in three interpersonal contexts: with romantic partners, with co-workers, and with their children. RESULTS Men's T levels were positively correlated with their use of achievement words with their children, and the number of AR CAG trinucleotide repeats was inversely correlated with their use of anger and reward words with their children. T levels were positively correlated with sexual language and with use of swear words in the presence of their partner, but not in the presence of co-workers or children. CONCLUSIONS Together, these results suggest that T may influence social behavior by increasing the frequency of words related to aggression, sexuality, and status, and that it may alter the quality of interactions with an intimate partner by amplifying emotions via swearing.
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Affiliation(s)
- Jennifer S Mascaro
- Department of Family and Preventive Medicine, Emory University School of Medicine, Atlanta, Georgia 30329.,Center for Translational Social Neuroscience, Emory University, Atlanta, Georgia
| | - Kelly E Rentscher
- Department of Psychology, University of Arizona, Tucson, Arizona 85721.,Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, California 90095
| | - Patrick D Hackett
- Department of Anthropology, Emory University, Atlanta, Georgia 30322
| | - Adriana Lori
- Department of Human Genetics, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Alana Darcher
- Department of Family and Preventive Medicine, Emory University School of Medicine, Atlanta, Georgia 30329
| | - James K Rilling
- Center for Translational Social Neuroscience, Emory University, Atlanta, Georgia.,Department of Anthropology, Emory University, Atlanta, Georgia 30322.,Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Matthias R Mehl
- Department of Psychology, University of Arizona, Tucson, Arizona 85721
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26
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Mascaro JS, Rentscher KE, Hackett PD, Mehl MR, Rilling JK. Child gender influences paternal behavior, language, and brain function. Behav Neurosci 2018; 131:262-273. [PMID: 28541079 DOI: 10.1037/bne0000199] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Multiple lines of research indicate that fathers often treat boys and girls differently in ways that impact child outcomes. The complex picture that has emerged, however, is obscured by methodological challenges inherent to the study of parental caregiving, and no studies to date have examined the possibility that gender differences in observed real-world paternal behavior are related to differential paternal brain responses to male and female children. Here we compare fathers of daughters and fathers of sons in terms of naturalistically observed everyday caregiving behavior and neural responses to child picture stimuli. Compared with fathers of sons, fathers of daughters were more attentively engaged with their daughters, sang more to their daughters, used more analytical language and language related to sadness and the body with their daughters, and had a stronger neural response to their daughter's happy facial expressions in areas of the brain important for reward and emotion regulation (medial and lateral orbitofrontal cortex [OFC]). In contrast, fathers of sons engaged in more rough and tumble play (RTP), used more achievement language with their sons, and had a stronger neural response to their son's neutral facial expressions in the medial OFC (mOFC). Whereas the mOFC response to happy faces was negatively related to RTP, the mOFC response to neutral faces was positively related to RTP, specifically for fathers of boys. These results indicate that real-world paternal behavior and brain function differ as a function of child gender. (PsycINFO Database Record
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Affiliation(s)
- Jennifer S Mascaro
- Department of Family and Preventive Medicine, Emory University School of Medicine
| | | | | | | | - James K Rilling
- Center for Translational Social Neuroscience, Emory University
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27
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Rentscher KE, Soriano EC, Rohrbaugh MJ, Shoham V, Mehl MR. Partner Pronoun Use, Communal Coping, and Abstinence during Couple-Focused Intervention for Problematic Alcohol Use. Fam Process 2017; 56:348-363. [PMID: 26707707 DOI: 10.1111/famp.12202] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Communal coping-a process in which romantic partners view a problem as ours rather than yours or mine, and take collaborative action to address it -has emerged as an important predictor of health and treatment outcomes. In a study of partners' pronoun use prior to and during couple-focused alcohol interventions, we examined first-person plural (we-talk) and singular (I-talk) pronouns as linguistic markers of communal coping and behavioral predictors of treatment outcome. Thirty-three couples in which one partner abused alcohol were selected from a randomized control trial (N = 63) of couple-focused Cognitive-Behavioral or Family Systems Therapy if they had unambiguously successful or unsuccessful treatment outcomes (i.e., patient maintained abstinence for 30 days prior to treatment termination or had more than one heavy drinking day in the same period). Pronoun measures for each partner were obtained via computerized text analysis from transcripts of partners' speech, derived from a videotaped pretreatment interaction task and three subsequent therapy sessions. Spouse we-talk during the intervention (accounting for pretreatment we-talk), as an index of communal orientation, uniquely predicted successful treatment outcomes. In contrast, both patient and spouse I-talk during the intervention (accounting for pretreatment I-talk), as a marker of individualistic orientation, uniquely predicted unsuccessful outcomes, especially when distinguishing active and passive (I vs. me/my) pronoun forms. Results strengthen evidence for the prognostic significance of spouse behavior for patient health outcomes and for communal coping (indexed via pronoun use) as a potential mechanism of change in couple-focused interventions for health problems.
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Affiliation(s)
| | - Emily C Soriano
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE
| | - Michael J Rohrbaugh
- Department of Psychology, University of Arizona, Tucson, AZ
- Department of Psychiatry and Behavioral Sciences, George Washington University, Washington, DC
| | - Varda Shoham
- Department of Psychology, University of Arizona, Tucson, AZ
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28
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Soriano EC, Rentscher KE, Rohrbaugh MJ, Mehl MR. A Semantic Corpus Comparison Analysis of Couple-Focused Interventions for Problematic Alcohol Use. Clin Psychol Psychother 2016; 24:618-631. [PMID: 27481677 DOI: 10.1002/cpp.2030] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Revised: 04/26/2016] [Accepted: 06/20/2016] [Indexed: 11/05/2022]
Abstract
Incorporating spouses into interventions for problematic alcohol use is associated with increased efficacy; yet, little is known about the therapeutic processes that may explain these effects. In a study of partner language use during couple-focused alcohol interventions, we utilized a linguistic corpus comparison tool, Wmatrix, to identify semantic themes that differentiated couples with successful and unsuccessful treatment outcomes and may therefore also reflect potential change processes. Thirty-three couples participated in a randomized control trial of Family Systems Therapy (FST) or Cognitive Behavioural Therapy (CBT). Linguistic comparisons of partners' speech during the therapy sessions suggested that drinks and alcohol was a significant differentiating semantic theme. Specifically, patients and spouses in FST with successful outcomes used more language related to drinks and alcohol than patients and spouses in FST with unsuccessful outcomes. Post-hoc analyses of context suggested that, in FST, successful spouses spoke less about the patient's drinking and more about alcohol in general (without reference to an individual) than unsuccessful spouses. Conversely, spouses in CBT with successful outcomes used less language related to drinks and alcohol than spouses in CBT with unsuccessful outcomes. In CBT, successful spouses spoke more about the patient's and couple's drinking and less about the spouse's and other people's drinking than unsuccessful spouses. Results emphasize the role of spouse behaviour-in this case indexed via language use-in alcohol treatment outcomes. Findings also suggest potentially distinct therapeutic processes in FST and CBT and highlight the utility of linguistic corpus comparison methods in couple-focused intervention research. Copyright © 2016 John Wiley & Sons, Ltd. KEY PRACTITIONER MESSAGE Incorporating spouses into interventions for problematic alcohol use is associated with increased efficacy; yet, little is known about the specific therapeutic processes that may explain these effects. Findings from this study suggest that semantic themes such as drinks and alcohol in partner speech during therapy sessions differentiate successful and unsuccessful treatment outcomes among couples participating in two couple-focused interventions for problematic alcohol use. In addition, the context in which partners used alcohol-related language differed by intervention type and treatment outcome, which suggests potential therapeutic processes that are unique to the two interventions (Family Systems versus Cognitive Behavioural Therapy).
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29
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Rentscher KE, Rohrbaugh MJ, Shoham V, Mehl MR. Asymmetric partner pronoun use and demand-withdraw interaction in couples coping with health problems. J Fam Psychol 2013; 27:691-701. [PMID: 24098961 PMCID: PMC4017621 DOI: 10.1037/a0034184] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Recent research links first-person plural pronoun use (we-talk) by individual romantic partners to adaptive relationship functioning and individual health outcomes. To examine a possible boundary condition of adaptive we-talk in couples coping with health problems, we correlated asymmetric couple-level we/I-ratios (more we-talk relative to I-talk by the spouse than the patient) with a concurrent pattern of directional demand-withdraw (D-W) interaction in which the spouse demands change while the patient withdraws. Couples in which a partner who abused alcohol (n = 65), smoked cigarettes despite having heart or lung disease (n = 24), or had congestive heart failure (n = 58) discussed a health-related disagreement during a video-recorded interaction task. Transcripts of these conversations provided measures of pronoun use for each partner, and trained observers coded D-W patterns from the recordings. As expected, partner asymmetry in we/I-ratio scores predicted directional demand-withdraw, such that spouses who used more we-talk (relative to I-talk) than patients tended to assume the demand role in concurrent D-W interaction. Asymmetric I-talk rather than we-talk accounted for this association, and asymmetric you-talk contributed independently as well. In contrast to previous studies of we-talk by individual partners, the present results identify dyad-level pronoun patterns that clearly do not mark beneficent processes: asymmetric partner we/I-ratios and you-talk reflect problematic demand-withdraw interaction.
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