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Published Online: 30 April 2024

Association of Lower Rostral Anterior Cingulate GABA+ and Dysregulated Cortisol Stress Response With Altered Functional Connectivity in Young Adults With Lifetime Depression: A Multimodal Imaging Investigation of Trait and State Effects

Publication: American Journal of Psychiatry

Abstract

Objective:

Preclinical work suggests that excess glucocorticoids and reduced cortical γ-aminobutyric acid (GABA) may affect sex-dependent differences in brain regions implicated in stress regulation and depressive phenotypes. The authors sought to address a critical gap in knowledge, namely, how stress circuitry is functionally affected by glucocorticoids and GABA in current or remitted major depressive disorder (MDD).

Methods:

Multimodal imaging data were collected from 130 young adults (ages 18–25), of whom 44 had current MDD, 42 had remitted MDD, and 44 were healthy comparison subjects. GABA+ (γ-aminobutyric acid and macromolecules) was assessed using magnetic resonance spectroscopy, and task-related functional MRI data were collected under acute stress and analyzed using data-driven network modeling.

Results:

Across modalities, trait-related abnormalities emerged. Relative to healthy comparison subjects, both clinical groups were characterized by lower rostral anterior cingulate cortex (rACC) GABA+ and frontoparietal network amplitude but higher amplitude in salience and stress-related networks. For the remitted MDD group, differences from the healthy comparison group emerged in the context of elevated cortisol levels, whereas the MDD group had lower cortisol levels than the healthy comparison group. In the comparison group, frontoparietal and stress-related network connectivity was positively associated with cortisol level (highlighting putative top-down regulation of stress), but the opposite relationship emerged in the MDD and remitted MDD groups. Finally, rACC GABA+ was associated with stress-induced changes in connectivity between overlapping default mode and salience networks.

Conclusions:

Lifetime MDD was characterized by reduced rACC GABA+ as well as dysregulated cortisol-related interactions between top-down control (frontoparietal) and threat (task-related) networks. These findings warrant further investigation of the role of GABA in the vulnerability to and treatment of MDD.

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Supplementary Material

File (appi.ajp.20230382.ds001.pdf)

Information & Authors

Information

Published In

Go to American Journal of Psychiatry
Go to American Journal of Psychiatry
American Journal of Psychiatry
Pages: 639 - 650
PubMed: 38685857

History

Received: 8 May 2023
Revision received: 19 September 2023
Revision received: 7 December 2023
Accepted: 10 January 2024
Published online: 30 April 2024
Published in print: July 01, 2024

Keywords

  1. Major Depressive Disorder
  2. Stress
  3. GABA
  4. Brain Imaging
  5. Cortisol

Authors

Affiliations

Maria Ironside, D.Phil.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Jessica M. Duda, B.A.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Amelia D. Moser, M.A.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Laura M. Holsen, Ph.D.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Chun S. Zuo, Ph.D.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Fei Du, Ph.D.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Sarah Perlo, B.S.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Christine E. Richards, B.S.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Xi Chen, Ph.D.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Lisa D. Nickerson, Ph.D.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Kaylee E. Null, B.A.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Shiba M. Esfand, B.A.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Madeline M. Alexander, Ph.D.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
David J. Crowley, A.L.M.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Meghan Lauze, B.S.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Madhusmita Misra, M.D., M.P.H.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Jill M. Goldstein, Ph.D.
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.
Diego A. Pizzagalli, Ph.D. [email protected]
Center for Depression, Anxiety, and Stress Research (Ironside, Duda, Moser, Perlo, Richards, Null, Esfand, Alexander, Crowley, Pizzagalli) and McLean Imaging Center (Zuo, Du, Chen, Nickerson, Pizzagalli), McLean Hospital, Belmont, Mass.; Laureate Institute for Brain Research, Tulsa, Okla. (Ironside); Harvard Medical School, Boston (Holsen, Zuo, Du, Chen, Nickerson, Misra, Goldstein, Pizzagalli); Division of Women’s Health, Department of Medicine (Holsen), and Department of Psychiatry, Brigham and Women’s Hospital, Boston (Holsen); Division of Pediatric Endocrinology (Lauze, Misra), Department of Psychiatry (Goldstein), and Innovation Center on Sex Differences in Medicine (Holsen, Misra, Goldstein), Massachusetts General Hospital, Boston.

Notes

Send correspondence to Dr. Pizzagalli ([email protected]).

Author Contributions

Drs. Goldstein and Pizzagalli contributed equally as senior authors.

Competing Interests

Dr. Misra has served on the advisory boards of AbbVie and Ipsen, served as a consultant for AbbVie and Sanofi, and served as a Key Opinion Leader for Lumos Pharmaceuticals; she has received study drug donations from Tonix Pharmaceuticals; and she is a contributor to UpToDate. Dr. Goldstein has served on the scientific advisory board of and has an equity interest in Cala Health. Dr. Pizzagalli has served as a consultant for Boehringer Ingelheim, Compass Pathways, Engrail Therapeutics, Neumora Therapeutics (formerly BlackThorn Therapeutics), Neurocrine Biosciences, Neuroscience Software, Otsuka, Sage Therapeutics, Sama Therapeutics, Sunovion Pharmaceuticals, and Takeda Pharmaceuticals; he has received honoraria from the American Psychological Association, the Psychonomic Society, and Springer (for editorial work) and from Alkermes; he has received research funding from the Bird Foundation, the Brain and Behavior Research Foundation, the Dana Foundation, Millennium Pharmaceuticals, and Wellcome Leap; and he has received stock options from Compass Pathways, Engrail Therapeutics, Neumora Therapeutics, and Neuroscience Software. The other authors report no financial relationships with commercial interests.

Funding Information

Supported by NIMH grant R01MH108602 (principal investigators, Drs. Pizzagalli and Goldstein).Dr. Pizzagalli was supported in part by NIMH grant R37 MH068376. Drs. Goldstein and Holsen were partially supported by Office of Research on Women’s Health–NIMH grant U54 MH118919 (principal investigators, Drs. Goldstein and Robert J. Handa). Dr. Ironside was supported in part by a Rappaport Mental Health Fellowship from McLean Hospital, center grant P20GM121312 from the National Institute of General Medical Sciences, and NIMH grant R01MH132565. Dr. Misra was supported in part by NIH grant R01DK124223 and NIMH grant R01MH116205.The MEGA-PRESS sequence was developed by Edward J. Auerbach and Małgorzata Marjańska and provided by the University of Minnesota under a customer-to-partner agreement. This work was conducted with support from Harvard Catalyst–The Harvard Clinical and Translational Science Center (National Center for Advancing Translational Sciences award UL1 TR002541) and financial contributions from Harvard University and its affiliated academic health care centers.

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