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Keller AS, Sun KY, Francisco A, Robinson H, Beydler E, Bassett DS, Cieslak M, Cui Z, Davatzikos C, Fan Y, Gardner M, Kishton R, Kornfield SL, Larsen B, Li H, Linder I, Pines A, Pritschet L, Raznahan A, Roalf DR, Seidlitz J, Shafiei G, Shinohara RT, Wolf DH, Alexander-Bloch A, Satterthwaite TD, Shanmugan S. Reproducible Sex Differences in Personalized Functional Network Topography in Youth. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.26.615061. [PMID: 39386637 PMCID: PMC11463432 DOI: 10.1101/2024.09.26.615061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/12/2024]
Abstract
Background A key step towards understanding psychiatric disorders that disproportionately impact female mental health is delineating the emergence of sex-specific patterns of brain organization at the critical transition from childhood to adolescence. Prior work suggests that individual differences in the spatial organization of functional brain networks across the cortex are associated with psychopathology and differ systematically by sex. Aims We aimed to evaluate the impact of sex on the spatial organization of person-specific functional brain networks. Method We leveraged person-specific atlases of functional brain networks defined using nonnegative matrix factorization in a sample of n = 6437 youths from the Adolescent Brain Cognitive Development Study. Across independent discovery and replication samples, we used generalized additive models to uncover associations between sex and the spatial layout ("topography") of personalized functional networks (PFNs). Next, we trained support vector machines to classify participants' sex from multivariate patterns of PFN topography. Finally, we leveraged transcriptomic data from the Allen Human Brain Atlas to evaluate spatial correlations between sex differences in PFN topography and gene expression. Results Sex differences in PFN topography were greatest in association networks including the fronto-parietal, ventral attention, and default mode networks. Machine learning models trained on participants' PFNs were able to classify participant sex with high accuracy. Brain regions with the greatest sex differences in PFN topography were enriched in expression of X-linked genes as well as genes expressed in astrocytes and excitatory neurons. Conclusions Sex differences in PFN topography are robust, replicate across large-scale samples of youth, and are associated with expression patterns of X-linked genes. These results suggest a potential contributor to the female-biased risk in depressive and anxiety disorders that emerge at the transition from childhood to adolescence.
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Affiliation(s)
- Arielle S Keller
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, 06269, USA
- Institute for the Brain and Cognitive Sciences, University of Connecticut, Storrs, CT, 06269, USA
| | - Kevin Y Sun
- Lifespan Brain Institute (LiBI) of Penn Medicine and CHOP, University of Pennsylvania, Philadelphia, PA 19104, USA
- The Penn Lifespan Informatics and Neuroimaging Center, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ashley Francisco
- Lifespan Brain Institute (LiBI) of Penn Medicine and CHOP, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Heather Robinson
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, 06269, USA
| | - Emily Beydler
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Dani S Bassett
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
- Departments of Bioengineering, Electrical & Systems Engineering, Physics & Astronomy, and Neurology, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Santa Fe Institute, Santa Fe, NM, USA
| | - Matthew Cieslak
- Lifespan Brain Institute (LiBI) of Penn Medicine and CHOP, University of Pennsylvania, Philadelphia, PA 19104, USA
- The Penn Lifespan Informatics and Neuroimaging Center, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Zaixu Cui
- Chinese Institute for Brain Research, Beijing 102206, China
| | - Christos Davatzikos
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Yong Fan
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Margaret Gardner
- Lifespan Brain Institute (LiBI) of Penn Medicine and CHOP, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Rachel Kishton
- Department of Family Medicine and Community Health, Penn Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Sara L Kornfield
- Lifespan Brain Institute (LiBI) of Penn Medicine and CHOP, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
- Penn Center for Women's Behavioral Wellness, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Bart Larsen
- Masonic Institute for the Developing Brain, Institute of Child Development, University of Minnesota, Minneapolis, MN 55414, USA
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, 55414, USA
| | - Hongming Li
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Isabella Linder
- Lifespan Brain Institute (LiBI) of Penn Medicine and CHOP, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Adam Pines
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA
| | - Laura Pritschet
- Lifespan Brain Institute (LiBI) of Penn Medicine and CHOP, University of Pennsylvania, Philadelphia, PA 19104, USA
- The Penn Lifespan Informatics and Neuroimaging Center, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Armin Raznahan
- Section on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health, Bethesda, Maryland
| | - David R Roalf
- Lifespan Brain Institute (LiBI) of Penn Medicine and CHOP, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Jakob Seidlitz
- Lifespan Brain Institute (LiBI) of Penn Medicine and CHOP, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Child and Adolescent Psychiatry and Behavioral Science, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Golia Shafiei
- Lifespan Brain Institute (LiBI) of Penn Medicine and CHOP, University of Pennsylvania, Philadelphia, PA 19104, USA
- The Penn Lifespan Informatics and Neuroimaging Center, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Russell T Shinohara
- Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel H Wolf
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
- Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Aaron Alexander-Bloch
- Lifespan Brain Institute (LiBI) of Penn Medicine and CHOP, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Child and Adolescent Psychiatry and Behavioral Science, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Theodore D Satterthwaite
- Lifespan Brain Institute (LiBI) of Penn Medicine and CHOP, University of Pennsylvania, Philadelphia, PA 19104, USA
- The Penn Lifespan Informatics and Neuroimaging Center, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Sheila Shanmugan
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Penn Center for Women's Behavioral Wellness, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Obstetrics and Gynecology, University of Pennsylvania, Philadelphia, PA 19104, USA
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Metcalf CA, Page CE, Stocker BOS, Johnson RL, Duffy KA, Sammel MD, Loughead J, Epperson CN. Treating new-onset cognitive complaints after risk-reducing salpingo-oophorectomy: A randomized controlled crossover trial of lisdexamfetamine. Gynecol Oncol 2024; 190:62-69. [PMID: 39146756 DOI: 10.1016/j.ygyno.2024.07.689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 07/05/2024] [Accepted: 07/31/2024] [Indexed: 08/17/2024]
Abstract
OBJECTIVE To determine whether the psychostimulant lisdexamfetamine improves subjective and objective measures of cognitive functioning among women genetically at-risk for cancer who have undergone risk-reducing salpingo-oophorectomy and report new-onset executive functioning difficulties. METHODS 69 participants were assigned to a randomized controlled crossover trial with 6-week trials of active medication (lisdexamfetamine) and placebo, separated by a minimum 2-week washout in an intent-to-treat framework (clinical trial registration number: NCT03187353). At trial baseline, midpoint, and endpoint, participants completed a self-report measure of executive functioning (Brown Attention Deficit Disorder Scale). At study baseline and trial endpoint, participants completed sustained attention, attention/working memory, and verbal learning/memory cognitive tasks. Side effects were assessed at 2, 3, 4, and 6 weeks for each trial. RESULTS From trial baseline to trial endpoint, lisdexamfetamine - relative to placebo - significantly improved total scores on the self-report Brown Attention Deficit Disorder Scale (and scores on four of five subdomains) as well as attention and working memory performance. Significantly more participants endorsed side effects across the lisdexamfetamine trial versus placebo; however, trial completion rates were similar, indicating that lisdexamfetamine was nonetheless well-tolerated. CONCLUSIONS Lisdexamfetamine improved both subjective and objective measures of attention and working memory and could offer women experiencing cognitive difficulties post-risk-reducing salpingo-oophorectomy an alternative therapeutic option.
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Affiliation(s)
- Christina A Metcalf
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado, Aurora, CO, United States
| | - Chloe E Page
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado, Aurora, CO, United States
| | - Brianna O S Stocker
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Rachel L Johnson
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, United States
| | - Korrina A Duffy
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado, Aurora, CO, United States
| | - Mary D Sammel
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, United States
| | - James Loughead
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - C Neill Epperson
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado, Aurora, CO, United States.
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Ali AM, Al-Dossary SA, Laranjeira C, Amer F, Hallit S, Alkhamees AA, Aljubilah AF, Aljaberi MA, Alzeiby EA, Fadlalmola HA, Pakai A, Khatatbeh H. Effects of Hormonal Replacement Therapy and Mindfulness-Based Stress Reduction on Climacteric Symptoms Following Risk-Reducing Salpingo-Oophorectomy. Healthcare (Basel) 2024; 12:1612. [PMID: 39201170 PMCID: PMC11353799 DOI: 10.3390/healthcare12161612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 08/03/2024] [Accepted: 08/09/2024] [Indexed: 09/02/2024] Open
Abstract
Breast Cancer Associated Susceptibility Proteins Type 1/2 (BRCA1/2) promote cellular functioning by modulating NRF2-mediated antioxidant signaling. Redox failure in women with BRCA1/2 insufficiency increases the risk for breast/ovarian/uterine cancers. Risk-reducing salpingo-oophorectomy (RRSO) is a prophylactic surgery of the reproductive organs, which is frequently conducted by the age of 40 to lower the occurrence of cancer in women with BRCA1/2 mutations. However, abrupt estrogen decline following RRSO causes ovarian failure, which implicates various cellular physiological processes, resulting in the increased release of free radicals and subsequent severe onset of menopausal symptoms. Comfort measures (e.g., hormonal replacement therapy (HRT) and mindfulness-based stress reduction (MBSR)) may improve chronological menopause-related quality of life, but their specific effects are not clear in women with gene mutations. Aiming to fill the gap, this study used path analysis to examine the effects of HRT and MBSR on menopausal symptoms among RRSO patients (N = 199, mean age = 50.5 ± 6.7 years). HRT directly alleviated the levels of urogenital symptoms (β = -0.195, p = 0.005), which mediated its indirect significant effects on the somatic-vegetative and psychological symptoms of menopause (β = -0.046, -0.067; both p values = 0.004, respectively), especially in BRCA2 carriers and in women who were currently physically active, premenopausal at the time of RRSO, had a high BMI, and had no history of breast cancer. It increased the severity of urogenital symptoms in women with a history of cancer. MBSR, on the other hand, was associated with indirect increases in the intensity of the somatic-vegetative and psychological symptoms of menopause (β = 0.108, 0.029; p = 0.003, 0.033, respectively). It exerted positive direct effects on different menopausal symptoms in multigroup analysis. The results suggest that young women undergoing recent RRSO may benefit from HRT at an individual level, while their need for extensive measures to optimize their psychological wellbeing is ongoing. The adverse effects of MBSR, which are captured in the present study, imply that MBSR may interfere with redox sensitivity associated with estradiol fluctuations in BRCA1/2 carriers. Investigations are needed to test this hypothesis and elaborate on the underlying mechanisms in these women.
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Affiliation(s)
- Amira Mohammed Ali
- Department of Psychiatric Nursing and Mental Health, Faculty of Nursing, Alexandria University, Smouha, Alexandria 21527, Egypt;
| | - Saeed A. Al-Dossary
- Department of Psychology, College of Education, University of Ha’il, Ha’il 55476, Saudi Arabia;
| | - Carlos Laranjeira
- School of Health Sciences, Polytechnic University of Leiria, Campus 2, Morro do Lena, Alto do Vieiro, Apartado 4137, 2411-901 Leiria, Portugal
- Centre for Innovative Care and Health Technology (ciTechCare), Polytechnic University of Leiria, Campus 5, Rua das Olhalvas, 2414-016 Leiria, Portugal
- Comprehensive Health Research Centre (CHRC), University of Évora, 7000-801 Évora, Portugal
| | - Faten Amer
- Department of Pharmacy, Faculty of Medicine and Health Science, An-Najah National University, Nablus 00970, Palestine;
| | - Souheil Hallit
- School of Medicine and Medical Sciences, Holy Spirit University of Kaslik, Jounieh P.O. Box 446, Lebanon;
- Psychology Department, College of Humanities, Effat University, Jeddah 21478, Saudi Arabia
- Applied Science Research Center, Applied Science Private University, Amman 11937, Jordan
| | - Abdulmajeed A. Alkhamees
- Department of Psychiatry, College of Medicine, Qassim University, Buraidah 52571, Al Qassim, Saudi Arabia
| | - Aljawharah Fahad Aljubilah
- College of Education and Human Development, Princess Nourah bint Abdulrahman University, Riyadh 13415, Saudi Arabia; (A.F.A.); (E.A.A.)
| | - Musheer A. Aljaberi
- Department of Internal Medicine, Section Nursing Science, Erasmus University Medical Center (Erasmus MC), 3015 GD Rotterdam, The Netherlands;
| | - Ebtesam Abdullah Alzeiby
- College of Education and Human Development, Princess Nourah bint Abdulrahman University, Riyadh 13415, Saudi Arabia; (A.F.A.); (E.A.A.)
| | - Hammad Ali Fadlalmola
- Department of Community and Public Health, Nursing College, Taibah University, Madinah 42377, Saudi Arabia;
| | - Annamaria Pakai
- Institute of Nursing Sciences, Basic Health Sciences and Health Visiting, Faculty of Health Sciences, University of Pécs, 7622 Pécs, Hungary;
| | - Haitham Khatatbeh
- Department of Nursing, Faculty of Nursing, Jerash University, Jerash 26173, Jordan;
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Metcalf CA, Johnson RL, Duffy KA, Freeman EW, Sammel MD, Epperson CN. Depressed, stressed, and inflamed: C-reactive protein linked with depression symptoms in midlife women with both childhood and current life stress. Stress Health 2024; 40:e3313. [PMID: 37679965 PMCID: PMC10918037 DOI: 10.1002/smi.3313] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 08/10/2023] [Accepted: 08/14/2023] [Indexed: 09/09/2023]
Abstract
To determine whether the relationship between inflammatory factors and clinically significant depression symptoms is moderated by high exposure to adverse childhood experiences and current life stressors in a longitudinal community cohort of midlife women. Methods: Participants from the Penn Ovarian Ageing Study community cohort (age at baseline: M = 45.3 [SD = 3.8]) were included in analyses if they had a blood sample measuring basal inflammatory markers during at least one visit where depression symptom severity and current stressful life events were also assessed (N = 142, average number of visits per participant = 1.75 [SD = 0.92]). Approximately annually over the course of 16 years, participants self-reported depression symptom severity using the Centre for Epidemiologic Studies Depression (CESD) Scale, provided menstrual diaries to determine menopause stage, and contributed blood samples. Residual blood samples were assayed for interleukin (IL)-6, IL 1-beta (IL-1β), tumour necrosis factor alpha (TNF-α), and high sensitivity C-reactive protein (hsCRP). Early life stress was quantified using the Adverse Childhood Experiences questionnaire (low [0-1 experience(s)] versus high [≥ 2 experiences]). Current stressful life events were assessed using a structured interview (low [0-1 events] vs. high [≥ 2 events]). Generalised estimating equation models were used to model associations with the outcome of interest-clinically significant depression symptoms (CESD ≥16)-and risk factors: inflammatory marker levels (log transformed), adverse childhood experiences group, and current life stressors group. Covariates included menopause stage, age at study baseline, body mass index, race, and smoking status. We found a significant three-way interaction between log hsCRP levels, adverse childhood experiences group, and current life stressors group on likelihood of experiencing clinically significant depression symptoms (OR: 4.33; 95% CI: 1.22, 15.46; p = 0.024) after adjusting for covariates. Solely for women with high adverse childhood experiences and with high current life stressors, higher hsCRP was associated with higher odds of having clinically significant depression symptoms (OR: 1.46; 95% CI 1.07, 1.98; p = 0.016). This three-way interaction was not significant for IL-6, IL-1β, or TNF-α. For women in midlife with exposure to high adverse childhood experiences and multiple current life stressors, elevated levels of CRP were uniquely associated with clinically significant depression symptoms. Early life adversity and current life stressors represent identifiable individual risk factors whose negative impact may be curtailed with inventions to target inflammation in midlife women.
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Affiliation(s)
- Christina A Metcalf
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Rachel L Johnson
- Department of Biostatistics & Informatics, Colorado School of Public Health, Aurora, Colorado, USA
| | - Korrina A Duffy
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Ellen W Freeman
- Department of Obstetrics/Gynecology, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA
| | - Mary D Sammel
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
- Department of Biostatistics & Informatics, Colorado School of Public Health, Aurora, Colorado, USA
| | - C Neill Epperson
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
- Department of Family Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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Page CE, Soreth B, Metcalf CA, Johnson RL, Duffy KA, Sammel MD, Loughead J, Epperson CN. Natural vs. Surgical Postmenopause and Psychological Symptoms Confound the Effect of Menopause on Executive Functioning Domains of Cognitive Experience. FOCUS (AMERICAN PSYCHIATRIC PUBLISHING) 2024; 22:97-108. [PMID: 38694151 PMCID: PMC11058919 DOI: 10.1176/appi.focus.23021034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2024]
Abstract
Objective The menopause transition is associated with difficulties in executive function. However, it is unclear whether these difficulties persist past perimenopause. This study investigated whether potential confounders, including natural vs. surgical postmenopause and menopause-related psychological symptoms, influence whether executive dysfunction persists into postmenopause. Study Design A cross-sectional sample of women aged 35-65 years (N = 1971) in one of four groups, premenopause, perimenopause, natural postmenopause, and surgical postmenopause, were surveyed. Participants self-reported executive functioning with the Brown Attention Deficit Disorder Scale (BADDS), anxiety symptom severity with the Generalized Anxiety Disorder Questionnaire (GAD-7), and depression symptom severity with the Center for Epidemiologic Studies Depression Scale (CES-D). Main Outcome Measures We analyzed the association between group and BADDS scores using linear regression models - first, by controlling for age, education, and self-reported attention deficit hyperactivity disorder (ADHD) diagnosis (Model #1) and, second, by further controlling for current difficulty sleeping, anxiety, and depression (Model #2). Results In both models, BADDS scores were significantly elevated (indicating more difficulties in executive function) among women in the perimenopausal and surgical postmenopausal groups compared with those in the premenopausal group. Likewise, the perimenopausal and surgical postmenopausal groups had the highest proportions of participants who reported difficulty sleeping and clinical levels of anxiety and depression. BADDS scores were significantly higher in natural postmenopausal vs. premenopausal women without controlling for difficulty sleeping, anxiety, and depression (Model #1), but not when adjusting for these variables (Model #2). Conclusions The type of menopause and psychological symptoms are important confounders of the relationship between the menopause transition and executive dysfunction, and help explain whether executive dysfunction persists or recovers in postmenopause.Reprinted from Maturitas 2023; 170:64-73, with permission from Elsevier. Copyright © 2023.
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Affiliation(s)
- Chloe E Page
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Page, Metcalf, Duffy, Sammel, Epperson); Department of Biostatistics and Informatics, Anschutz Medical Campus, University of Colorado School of Public Health, Aurora, CO, United States (Johnson, Sammel); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States (Soreth, Loughead); Department of Family Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Epperson)
| | - Brianna Soreth
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Page, Metcalf, Duffy, Sammel, Epperson); Department of Biostatistics and Informatics, Anschutz Medical Campus, University of Colorado School of Public Health, Aurora, CO, United States (Johnson, Sammel); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States (Soreth, Loughead); Department of Family Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Epperson)
| | - Christina A Metcalf
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Page, Metcalf, Duffy, Sammel, Epperson); Department of Biostatistics and Informatics, Anschutz Medical Campus, University of Colorado School of Public Health, Aurora, CO, United States (Johnson, Sammel); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States (Soreth, Loughead); Department of Family Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Epperson)
| | - Rachel L Johnson
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Page, Metcalf, Duffy, Sammel, Epperson); Department of Biostatistics and Informatics, Anschutz Medical Campus, University of Colorado School of Public Health, Aurora, CO, United States (Johnson, Sammel); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States (Soreth, Loughead); Department of Family Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Epperson)
| | - Korrina A Duffy
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Page, Metcalf, Duffy, Sammel, Epperson); Department of Biostatistics and Informatics, Anschutz Medical Campus, University of Colorado School of Public Health, Aurora, CO, United States (Johnson, Sammel); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States (Soreth, Loughead); Department of Family Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Epperson)
| | - Mary D Sammel
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Page, Metcalf, Duffy, Sammel, Epperson); Department of Biostatistics and Informatics, Anschutz Medical Campus, University of Colorado School of Public Health, Aurora, CO, United States (Johnson, Sammel); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States (Soreth, Loughead); Department of Family Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Epperson)
| | - James Loughead
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Page, Metcalf, Duffy, Sammel, Epperson); Department of Biostatistics and Informatics, Anschutz Medical Campus, University of Colorado School of Public Health, Aurora, CO, United States (Johnson, Sammel); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States (Soreth, Loughead); Department of Family Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Epperson)
| | - C Neill Epperson
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Page, Metcalf, Duffy, Sammel, Epperson); Department of Biostatistics and Informatics, Anschutz Medical Campus, University of Colorado School of Public Health, Aurora, CO, United States (Johnson, Sammel); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States (Soreth, Loughead); Department of Family Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States (Epperson)
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Page CE, Soreth B, Metcalf CA, Johnson RL, Duffy KA, Sammel MD, Loughead J, Epperson CN. Natural vs. surgical postmenopause and psychological symptoms confound the effect of menopause on executive functioning domains of cognitive experience. Maturitas 2023; 170:64-73. [PMID: 36806931 DOI: 10.1016/j.maturitas.2023.01.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 11/23/2022] [Accepted: 01/06/2023] [Indexed: 02/09/2023]
Abstract
OBJECTIVE The menopause transition is associated with difficulties in executive function. However, it is unclear whether these difficulties persist past perimenopause. This study investigated whether potential confounders, including natural vs. surgical postmenopause and menopause-related psychological symptoms, influence whether executive dysfunction persists into postmenopause. STUDY DESIGN A cross-sectional sample of women aged 35-65 years (N = 1971) in one of four groups, premenopause, perimenopause, natural postmenopause, and surgical postmenopause, were surveyed. Participants self-reported executive functioning with the Brown Attention Deficit Disorder Scale (BADDS), anxiety symptom severity with the Generalized Anxiety Disorder Questionnaire (GAD-7), and depression symptom severity with the Center for Epidemiologic Studies Depression Scale (CESD). MAIN OUTCOME MEASURES We analyzed the association between group and BADDS scores using linear regression models - first, by controlling for age, education, and self-reported attention deficit hyperactivity disorder (ADHD) diagnosis (Model #1) and, second, by further controlling for current difficulty sleeping, anxiety, and depression (Model #2). RESULTS In both models, BADDS scores were significantly elevated (indicating more difficulties in executive function) among women in the perimenopausal and surgical postmenopausal groups compared with those in the premenopausal group. Likewise, the perimenopausal and surgical postmenopausal groups had the highest proportions of participants who reported difficulty sleeping and clinical levels of anxiety and depression. BADDS scores were significantly higher in natural postmenopausal vs. premenopausal women without controlling for difficulty sleeping, anxiety, and depression (Model #1), but not when adjusting for these variables (Model #2). CONCLUSIONS The type of menopause and psychological symptoms are important confounders of the relationship between the menopause transition and executive dysfunction, and help explain whether executive dysfunction persists or recovers in postmenopause.
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Affiliation(s)
- Chloe E Page
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States
| | - Brianna Soreth
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Christina A Metcalf
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States
| | - Rachel L Johnson
- Department of Biostatistics and Informatics, Anschutz Medical Campus, University of Colorado School of Public Health, Aurora, CO, United States
| | - Korrina A Duffy
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States
| | - Mary D Sammel
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States; Department of Biostatistics and Informatics, Anschutz Medical Campus, University of Colorado School of Public Health, Aurora, CO, United States
| | - James Loughead
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - C Neill Epperson
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States; Department of Family Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, CO, United States.
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7
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Laham BJ, Murthy SS, Hanani M, Clappier M, Boyer S, Vasquez B, Gould E. The estrous cycle modulates early-life adversity effects on mouse avoidance behavior through progesterone signaling. Nat Commun 2022; 13:7537. [PMID: 36476469 PMCID: PMC9729614 DOI: 10.1038/s41467-022-35068-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Accepted: 11/17/2022] [Indexed: 12/13/2022] Open
Abstract
Early-life adversity (ELA) increases the likelihood of neuropsychiatric diagnoses, which are more prevalent in women than men. Since changes in reproductive hormone levels can also increase the probability of anxiety disorders in women, we examined the effects of ELA on adult female mice across the estrous cycle. We found that during diestrus, when progesterone levels are relatively high, ELA mice exhibit increased avoidance behavior and increased theta oscillation power in the ventral hippocampus (vHIP). We also found that diestrus ELA mice had higher levels of progesterone and lower levels of allopregnanolone, a neurosteroid metabolite of progesterone, in the vHIP compared with control-reared mice. Progesterone receptor antagonism normalized avoidance behavior in ELA mice, while treatment with a negative allosteric modulator of allopregnanolone promoted avoidance behavior in control mice. These results suggest that altered vHIP progesterone and allopregnanolone signaling during diestrus increases avoidance behavior in ELA mice.
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Affiliation(s)
- Blake J Laham
- Princeton Neuroscience Institute, Princeton, NJ, 08450, USA
| | | | - Monica Hanani
- Princeton Neuroscience Institute, Princeton, NJ, 08450, USA
| | - Mona Clappier
- Princeton Neuroscience Institute, Princeton, NJ, 08450, USA
| | - Sydney Boyer
- Princeton Neuroscience Institute, Princeton, NJ, 08450, USA
| | - Betsy Vasquez
- Princeton Neuroscience Institute, Princeton, NJ, 08450, USA
| | - Elizabeth Gould
- Princeton Neuroscience Institute, Princeton, NJ, 08450, USA.
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8
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Metcalf CA, Johnson RL, Novick AM, Freeman EW, Sammel MD, Anthony LG, Epperson CN. Adverse childhood experiences interact with inflammation and menopause transition stage to predict verbal memory in women. Brain Behav Immun Health 2022; 20:100411. [PMID: 35079709 PMCID: PMC8777090 DOI: 10.1016/j.bbih.2022.100411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Accepted: 01/03/2022] [Indexed: 10/27/2022] Open
Abstract
OBJECTIVE Women with more adverse childhood experiences (ACEs) may face a triple threat of risk factors for cognitive concerns during the menopause transition: reduced estradiol, increased inflammation, and early life stress sequelae. Our objective was to determine the extent to which ACEs and peripheral basal inflammatory markers associate with verbal memory across the menopause transition. METHODS Penn Ovarian Aging cohort participants (n = 167) were assessed for ACEs (low (0-1) or high (≥2)) and had remaining stored blood samples at study end assayed for interleukin (IL)-6, IL-1-beta (IL-1β), C-reactive protein (CRP), and tumor necrosis factor alpha (TNF-α). Annual assessment included a verbal memory test (the Buschke Selective Reminding Test) and menopause stage determination. To estimate the effects of menopause stage, ACEs, and cytokines on verbal memory, repeated cognitive outcome measures were modeled in generalized estimating equations. Covariates included body mass index, smoking, race, education, age at baseline, and baseline verbal memory performance. Cytokine levels were log-transformed. RESULTS Advancing menopause stage was associated with worse performance on immediate verbal recall and delayed verbal recall (ps < 0.001). During perimenopause, higher ACE exposure was associated with worse immediate verbal recall at higher levels of TNF-α (slope difference p = 0.041). CONCLUSIONS Inflammation may mechanistically link ACEs and verbal memory for high ACE women during perimenopause. Reducing inflammation for these individuals may have positive impact on verbal memory across the menopause transition.
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Affiliation(s)
- Christina A. Metcalf
- Department of Psychiatry, University of Colorado-Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Rachel L. Johnson
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado-Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Andrew M. Novick
- Department of Psychiatry, University of Colorado-Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Ellen W. Freeman
- Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Mary D. Sammel
- Department of Psychiatry, University of Colorado-Anschutz Medical Campus, Aurora, CO, 80045, USA
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado-Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - Laura G. Anthony
- Department of Psychiatry, University of Colorado-Anschutz Medical Campus, Aurora, CO, 80045, USA
| | - C. Neill Epperson
- Department of Psychiatry, University of Colorado-Anschutz Medical Campus, Aurora, CO, 80045, USA
- Department of Family Medicine, University of Colorado-Anschutz Medical Campus, Aurora, CO, 80045, USA
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9
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Donofry SD, Stillman CM, Hanson JL, Sheridan M, Sun S, Loucks EB, Erickson KI. Promoting brain health through physical activity among adults exposed to early life adversity: Potential mechanisms and theoretical framework. Neurosci Biobehav Rev 2021; 131:688-703. [PMID: 34624365 PMCID: PMC8642290 DOI: 10.1016/j.neubiorev.2021.09.051] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 09/13/2021] [Accepted: 09/28/2021] [Indexed: 12/24/2022]
Abstract
Adverse childhood experiences such as abuse, neglect, and poverty, profoundly alter neurobehavioral development in a manner that negatively impacts health across the lifespan. Adults who have been exposed to such adversities exhibit premature and more severe age-related declines in brain health. Unfortunately, it remains unclear whether the negative effects of early life adversity (ELA) on brain health can be remediated through intervention in adulthood. Physical activity may represent a low-cost behavioral approach to address the long-term consequences of ELA on brain health. However, there has been limited research examining the impact of physical activity on brain health among adults with a history of ELA. Accordingly, the purpose of this review is to (1) review the influence of ELA on brain health in adulthood and (2) highlight evidence for the role of neurotrophic factors, hypothalamic-adrenal-pituitary axis regulation, inflammatory processes, and epigenetic modifications in mediating the effects of both ELA and physical activity on brain health outcomes in adulthood. We then propose a theoretical framework to guide future research in this area.
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Affiliation(s)
- Shannon D Donofry
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States; Psychiatric and Behavioral Health Institute, Allegheny Health Network Pittsburgh, PA, United States.
| | - Chelsea M Stillman
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Jamie L Hanson
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States; Learning Research and Development Center, University of Pittsburgh, Pittsburgh, PA, United States; Center for the Neural Basis of Cognition, Pittsburgh, PA, United States
| | - Margaret Sheridan
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Shufang Sun
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, United States; Mindfulness Center, Brown University, Providence, RI, United States
| | - Eric B Loucks
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, United States; Mindfulness Center, Brown University, Providence, RI, United States; Department of Epidemiology, Brown University School of Public Health, Providence, RI, United States
| | - Kirk I Erickson
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States; Center for the Neural Basis of Cognition, Pittsburgh, PA, United States; Center for Neuroscience, University of Pittsburgh, Pittsburgh, PA, United States; Murdoch University, College of Science, Health, Engineering, and Education, Perth, Western Australia, Australia; PROFITH "PROmoting FITness and Health Through Physical Activity" Research Group, Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
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10
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Hickey M, Moss KM, Brand A, Wrede CD, Domchek SM, Meiser B, Mishra GD, Joffe H. What happens after menopause? (WHAM): A prospective controlled study of depression and anxiety up to 12 months after premenopausal risk-reducing bilateral salpingo-oophorectomy. Gynecol Oncol 2021; 161:527-534. [PMID: 33583580 DOI: 10.1016/j.ygyno.2021.02.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 02/02/2021] [Indexed: 12/21/2022]
Abstract
OBJECTIVE Risk-reducing bilateral salpingo-oophorectomy (RRBSO) substantially reduces ovarian cancer risk in women with pathogenic gene variants and is generally recommended by age 34-45 years. Natural menopause is a vulnerable period for mood disturbance, but the risk of depression and anxiety in the first 12 months after RRBSO and potential modifying effect of hormone therapy are uncertain. METHODS Prospective controlled observational study of 95 premenopausal women planning RRBSO and a Comparison group of 99 premenopausal women who retained their ovaries,- 95% of whom were at population level risk of ovarian cancer. Clinically significant symptoms of depression and anxiety were measured using standardised instruments at baseline, 3, 6 and 12 months. Chi-square tests and adjusted logistic regression models compared differences between groups. RESULTS Baseline symptoms and previous depression or anxiety did not differ between groups. At 3 months after RRBSO clinically significant depressive symptoms were doubled (14.5% vs 27.1%, p = 0.010), which persisted at 12 months. Depressive symptoms were stable in comparisons. At 3 months after RRBSO, clinically significant anxiety symptoms almost trebled (6.1% vs 17.7%, p = 0.014) before plateauing at 6 months and returning to baseline at 12 months. Compared to comparisons, RRBSO participants were at 3.0-fold increased risk of chronic depressive symptoms (Wald 95% CI 1.27-7.26), 2.3-fold increased risk of incident depression (95% Wald CI 1.08-5.13) and 2.0-fold increase of incident anxiety (Wald 95% CI 0.78-5.00). Depression and anxiety were slightly more common in Hormone Therapy users after RRBSO vs non-users. CONCLUSIONS RRBSO leads to a rapid increase in clinically significant depressive and anxiety symptoms despite Hormone Therapy use.
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Affiliation(s)
- Martha Hickey
- Department of Obstetrics and Gynaecology, University of Melbourne and the Royal Women's Hospital, Melbourne, Victoria, Australia.
| | - Katrina M Moss
- Centre for Longitudinal and Life Course Research, School of Public Health, The University of Queensland, Brisbane, Queensland, Australia
| | - Alison Brand
- Department of Gynaecological Oncology, Westmead Hospital, Sydney, New South Wales, Australia; Crown Princess Mary Cancer Centre, Westmead Hospital, Sydney, New South Wales, Australia
| | - C David Wrede
- Department of Obstetrics and Gynaecology, University of Melbourne and the Royal Women's Hospital, Melbourne, Victoria, Australia; Gynae-oncology and Dysplasia Unit, The Royal Women's Hospital, Melbourne, Victoria, Australia
| | - Susan M Domchek
- Basser Center for BRCA, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Bettina Meiser
- Prince of Wales Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Gita D Mishra
- Centre for Longitudinal and Life Course Research, School of Public Health, The University of Queensland, Brisbane, Queensland, Australia
| | - Hadine Joffe
- Psychiatry Department and Connors Center for Women's Health and Gender Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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11
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Shanmugan S, Cao W, Satterthwaite TD, Sammel MD, Ashourvan A, Bassett DS, Ruparel K, Gur RC, Epperson CN, Loughead J. Impact of childhood adversity on network reconfiguration dynamics during working memory in hypogonadal women. Psychoneuroendocrinology 2020; 119:104710. [PMID: 32563173 PMCID: PMC7745207 DOI: 10.1016/j.psyneuen.2020.104710] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 05/07/2020] [Accepted: 05/07/2020] [Indexed: 12/25/2022]
Abstract
Many women with no history of cognitive difficulties experience executive dysfunction during menopause. Significant adversity during childhood negatively impacts executive function into adulthood and may be an indicator of women at risk of a mid-life cognitive decline. Previous studies have indicated that alterations in functional network connectivity underlie these negative effects of childhood adversity. There is growing evidence that functional brain networks are not static during executive tasks; instead, such networks reconfigure over time. Optimal dynamics are necessary for efficient executive function; while too little reconfiguration is insufficient for peak performance, too much reconfiguration (supra-optimal reconfiguration) is also maladaptive and associated with poorer performance. Here we examined the impact of adverse childhood experiences (ACEs) on network flexibility, a measure of dynamic reconfiguration, during a letter n-back task within three networks that support executive function: frontoparietal, salience, and default mode networks. Several animal and human subject studies have suggested that childhood adversity exerts lasting effects on executive function via serotonergic mechanisms. Tryptophan depletion (TD) was used to examine whether serotonin function drives ACE effects on network flexibility. We hypothesized that ACE would be associated with higher flexibility (supra-optimal flexibility) and that TD would further increase this measure. Forty women underwent functional imaging at two time points in this double-blind, placebo controlled, crossover study. Participants also completed the Penn Conditional Exclusion Test, a task assessing abstraction and mental flexibility. The effects of ACE and TD were evaluated using generalized estimating equations. ACE was associated with higher flexibility across networks (frontoparietal β = 0.00748, D = 2.79, p = 0.005; salience β = 0.00679, D = 3.02, p = 0.003; and default mode β = 0.00910, D = 3.53, p = 0.0004). While there was no interaction between ACE and TD, active TD increased network flexibility in both ACE groups in comparison to sham depletion (frontoparietal β = 0.00489, D = 2.15, p = 0.03; salience β = 0.00393, D = 1.91, p = 0.06; default mode β = 0.00334, D = 1.73, p = 0.08). These results suggest that childhood adversity has lasting impacts on dynamic reconfiguration of functional brain networks supporting executive function and that decreasing serotonin levels may exacerbate these effects.
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Affiliation(s)
- Sheila Shanmugan
- Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA; Penn PROMOTES Research on Sex and Gender in Health, University of Pennsylvania, Philadelphia, PA, USA.
| | - Wen Cao
- Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Theodore D Satterthwaite
- Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Mary D Sammel
- Penn PROMOTES Research on Sex and Gender in Health, University of Pennsylvania, Philadelphia, PA, USA; Department of Biostatistics and Epidemiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA; Obstetrics and Gynecology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Arian Ashourvan
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA; Department of Neurology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Danielle S Bassett
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA; Department of Neurology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA; Department of Physics & Astronomy, University of Pennsylvania, Philadelphia, PA, USA; Department of Electrical & Systems Engineering, University of Pennsylvania, Philadelphia, PA, USA
| | - Kosha Ruparel
- Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Ruben C Gur
- Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - C Neill Epperson
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado, Aurora, CO USA
| | - James Loughead
- Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
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12
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Difficult decisions in women at high genetic risk for cancer: toward an individualized approach. ACTA ACUST UNITED AC 2020; 27:727-729. [DOI: 10.1097/gme.0000000000001572] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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