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Burrows K, Figueroa-Hall LK, Stewart JL, Alarbi AM, Kuplicki R, Hannafon BN, Tan C, Risbrough VB, McKinney BA, Ramesh R, Victor TA, Aupperle R, Savitz J, Teague TK, Khalsa SS, Paulus MP. Exploring the role of neuronal-enriched extracellular vesicle miR-93 and interoception in major depressive disorder. Transl Psychiatry 2024; 14:199. [PMID: 38678012 PMCID: PMC11055873 DOI: 10.1038/s41398-024-02907-x] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 04/02/2024] [Accepted: 04/10/2024] [Indexed: 04/29/2024] Open
Abstract
Major depressive disorder (MDD) is associated with interoceptive processing dysfunctions, but the molecular mechanisms underlying this dysfunction are poorly understood. This study combined brain neuronal-enriched extracellular vesicle (NEEV) technology and serum markers of inflammation and metabolism with Functional Magnetic Resonance Imaging (fMRI) to identify the contribution of gene regulatory pathways, in particular micro-RNA (miR) 93, to interoceptive dysfunction in MDD. Individuals with MDD (n = 41) and healthy comparisons (HC; n = 35) provided blood samples and completed an interoceptive attention task during fMRI. EVs were separated from plasma using a precipitation method. NEEVs were enriched by magnetic streptavidin bead immunocapture utilizing a neural adhesion marker (L1CAM/CD171) biotinylated antibody. The origin of NEEVs was validated with two other neuronal markers - neuronal cell adhesion molecule (NCAM) and ATPase Na+/K+ transporting subunit alpha 3 (ATP1A3). NEEV specificities were confirmed by flow cytometry, western blot, particle size analyzer, and transmission electron microscopy. NEEV small RNAs were purified and sequenced. Results showed that: (1) MDD exhibited lower NEEV miR-93 expression than HC; (2) within MDD but not HC, those individuals with the lowest NEEV miR-93 expression had the highest serum concentrations of interleukin (IL)-1 receptor antagonist, IL-6, tumor necrosis factor, and leptin; and (3) within HC but not MDD, those participants with the highest miR-93 expression showed the strongest bilateral dorsal mid-insula activation during interoceptive versus exteroceptive attention. Since miR-93 is regulated by stress and affects epigenetic modulation by chromatin re-organization, these results suggest that healthy individuals but not MDD participants show an adaptive epigenetic regulation of insular function during interoceptive processing. Future investigations will need to delineate how specific internal and external environmental conditions contribute to miR-93 expression in MDD and what molecular mechanisms alter brain responsivity to body-relevant signals.
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Affiliation(s)
| | - Leandra K Figueroa-Hall
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Oxley College of Health and Natural Sciences, University of Tulsa, Tulsa, OK, USA
| | - Jennifer L Stewart
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Oxley College of Health and Natural Sciences, University of Tulsa, Tulsa, OK, USA
| | - Ahlam M Alarbi
- Departments of Surgery and Psychiatry, School of Community Medicine, The University of Oklahoma, Tulsa, OK, USA
| | | | - Bethany N Hannafon
- Department of Obstetrics and Gynecology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Chibing Tan
- Departments of Surgery and Psychiatry, School of Community Medicine, The University of Oklahoma, Tulsa, OK, USA
| | - Victoria B Risbrough
- Center of Excellence for Stress and Mental Health, La Jolla, CA, USA
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Brett A McKinney
- Department of Mathematics and Computer Science, University of Tulsa, Tulsa, OK, USA
| | - Rajagopal Ramesh
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | | | - Robin Aupperle
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Oxley College of Health and Natural Sciences, University of Tulsa, Tulsa, OK, USA
| | - Jonathan Savitz
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Oxley College of Health and Natural Sciences, University of Tulsa, Tulsa, OK, USA
| | - T Kent Teague
- Departments of Surgery and Psychiatry, School of Community Medicine, The University of Oklahoma, Tulsa, OK, USA
- Department of Biochemistry and Microbiology, The Oklahoma State University Center for Health Sciences, Tulsa, OK, USA
- Department of Pharmaceutical Sciences, The University of Oklahoma College of Pharmacy, Oklahoma City, OK, USA
| | - Sahib S Khalsa
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Oxley College of Health and Natural Sciences, University of Tulsa, Tulsa, OK, USA
| | - Martin P Paulus
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Oxley College of Health and Natural Sciences, University of Tulsa, Tulsa, OK, USA
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Zhang Y, Munshi S, Burrows K, Kuplicki R, Figueroa-Hall LK, Aupperle RL, Khalsa SS, Teague TK, Yasuyuki T, Paulus MP, Savitz J, Zheng H. Leptin's Inverse Association with Brain Morphology and Depressive Symptoms - A Discovery and Confirmatory Study Across Two Independent Samples. Biol Psychiatry Cogn Neurosci Neuroimaging 2024:S2451-9022(24)00105-8. [PMID: 38631553 DOI: 10.1016/j.bpsc.2024.04.005] [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] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 04/04/2024] [Accepted: 04/05/2024] [Indexed: 04/19/2024]
Abstract
BACKGROUND Major Depressive Disorder (MDD) has a complex, bi-directional relationship with metabolic dysfunction, yet the neural correlates of this association are not well understood. METHOD In this cross-sectional investigation, we employed a two-step 'discovery and confirmatory' strategy, utilizing two independent samples (Sample 1: 288 participants, Sample 2: 196 participants) to examine the association between circulating indicators of metabolic health (leptin and adiponectin) and brain structures in individuals with MDD. RESULTS We found a replicable inverse correlation between leptin levels and cortical surface area within essential brain areas responsible for emotion regulation, such as the left posterior cingulate cortex, right pars orbitalis, right superior temporal gyrus, and right insula (standardized beta coefficient (SBC) ranged: -0.27 to -0.49, puncorrected <0.05). Notably, this relationship was independent of C-Reactive Protein levels. We also identified a significant interaction effect of leptin levels and diagnosis on the cortical surface area of the right superior temporal gyrus (SBC = 0.26 in sample 1, SBC = 0.30 in sample 2, puncorrected < 0.05). We also observed a positive correlation between leptin levels and atypical depressive symptoms in both MDD groups (r = 0.14 in sample 1, r = 0.29 in sample 2, puncorrected < 0.05). CONCLUSION The inverse association between leptin and cortical surface area in brain regions that are important for emotion processing and leptin's association with sleep disturbances supports the hypothesis that metabolic processes may be related to emotion regulation. However, the molecular mechanisms through which leptin might exert these effects should be explored further.
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Affiliation(s)
- Ye Zhang
- Department of Aging Research and Geriatric Medicine, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan.
| | | | | | | | - Leandra K Figueroa-Hall
- Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, USA
| | - Robin L Aupperle
- Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, USA
| | - Sahib S Khalsa
- Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, USA
| | - T Kent Teague
- Department of Surgery, University of Oklahoma School of Community Medicine, Tulsa, OK, USA; Department of Psychiatry, University of Oklahoma School of Community Medicine, Tulsa, OK, USA; Department of Pharmaceutical Sciences, University of Oklahoma College of Pharmacy, Tulsa, OK, USA
| | - Taki Yasuyuki
- Department of Aging Research and Geriatric Medicine, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan; Department of Geriatric Medicine and Neuroimaging, Tohoku University Hospital, Sendai, Japan; Smart-Aging Research Center, Tohoku University, Sendai, Japan
| | - Martin P Paulus
- Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, USA
| | - Jonathan Savitz
- Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, USA
| | - Haixia Zheng
- Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, USA
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May AC, Burrows K, Kuplicki R, Paulus MP, Stewart JL. Amphetamine use disorder is associated with striatum hypoactivation during anticipation of loss and reward. J Psychopharmacol 2024; 38:236-246. [PMID: 38279659 DOI: 10.1177/02698811231222355] [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] [Indexed: 01/28/2024]
Abstract
BACKGROUND Dysregulated ventral striatum function has been proposed as one important process occurring in individuals with substance use disorder. This study investigates the role of altered reward and loss anticipation, which is an important component of impaired decision-making, impulsivity, and vulnerability to relapse in individuals with amphetamine use disorder (AMP). AIMS To determine whether AMP is associated with blunted striatum, prefrontal cortex, and insula signals during win and loss anticipation. METHODS Participants with and without AMP (AMP+ n = 46, AMP- n = 90) from the Tulsa 1000 study completed a monetary incentive delay (MID) task during functional magnetic resonance imaging. RESULTS Group main effects indicated that: (1) AMP+ exhibited lower bilateral caudate/putamen and left nucleus accumbens signal than AMP- across anticipation of wins and losses; and (2) AMP+ showed slower reaction times than AMP- during loss anticipation. Group*condition interactions demonstrated that AMP+ exhibited greater right amygdala signal than AMP- while anticipating large wins, a pattern that reversed when anticipating small losses. Left caudate/putamen attenuations in AMP+ during small loss anticipation were also evident. Groups did not differ in prefrontal or insula signals. CONCLUSIONS AMP+ individuals have altered neural processing and response patterns during reward and loss anticipation, potentially reflecting impairments in dopamine function, which may influence their decision-making and reactions to different win/loss scenarios. These findings help to explain why AMP+ have difficulty with decision-making and exhibit a heightened focus on immediate rewards or punishments.
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Affiliation(s)
- April C May
- Palo Alto Veterans Affairs Health Care System, Mental Illness Research and Education Clinical Centers (MIRECC), Palo Alto, CA, USA
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Stanford University, Stanford, CA, USA
| | | | | | - Martin P Paulus
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Oxley College of Health Sciences, University of Tulsa, Tulsa, OK, USA
| | - Jennifer L Stewart
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Oxley College of Health Sciences, University of Tulsa, Tulsa, OK, USA
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Munshi S, Alarbi A, Zheng H, Kuplicki R, Burrows K, Figueroa-Hall L, Victor T, Aupperle R, Khalsa S, Paulus M, Teague TK, Savitz J. Increased expression of ER stress, inflammasome activation, and mitochondrial biogenesis-related genes in peripheral blood mononuclear cells in major depressive disorder. Res Sq 2024:rs.3.rs-3564760. [PMID: 38260352 PMCID: PMC10802690 DOI: 10.21203/rs.3.rs-3564760/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] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
A subset of major depressive disorder (MDD) is characterized by immune system dysfunction, but the intracellular origin of these immune changes remains unclear. Here we tested the hypothesis that abnormalities in the endoplasmic reticulum (ER) stress, inflammasome activity and mitochondrial biogenesis contribute to the development of systemic inflammation in MDD. RT-qPCR was used to measure mRNA expression of key organellar genes from peripheral blood mononuclear cells (PBMCs) isolated from 186 MDD and 67 healthy control (HC) subjects. The comparative CT (2-ΔΔCT) method was applied to quantify mRNA expression using GAPDH as the reference gene. After controlling for age, sex, BMI, and medication status using linear regression models, expression of the inflammasome (NLRC4 and NLRP3) and the ER stress (XBP1u, XBP1s, and ATF4) genes was found to be significantly increased in the MDD versus the HC group. After excluding outliers, expression of the inflammasome genes was no longer statistically significant but expression of the ER stress genes (XBP1u, XBP1s, and ATF4) and the mitochondrial biogenesis gene, MFN2, was significantly increased in the MDD group. ASC and MFN2 were positively correlated with serum C-reactive protein concentrations. The altered expression of inflammasome activation, ER stress, and mitochondrial biogenesis pathway components suggest that dysfunction of these organelles may play a role in the pathogenesis of MDD.
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McNaughton BA, Burrows K, Choquette E, Poplin T, Kuplicki R, Paulus MP, Ironside M, Stewart JL. Impaired eating behaviors but intact metabolic hormone levels in individuals with major depressive disorder and generalized anxiety disorder. J Psychiatr Res 2023; 168:193-203. [PMID: 37918032 PMCID: PMC10842703 DOI: 10.1016/j.jpsychires.2023.10.042] [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: 05/23/2023] [Revised: 10/23/2023] [Accepted: 10/25/2023] [Indexed: 11/04/2023]
Abstract
BACKGROUND Major depressive disorder (MDD) and generalized anxiety disorder (GAD) contribute significantly to global health burdens. Identifying disease markers for these comorbid disorders can increase understanding of pathogenesis and improve screening and intervention strategies. This study examined the association of physical health factors with MDD and MDD + GAD, across sexes. METHODS Two samples of participants from the Tulsa-1000 study (exploratory cohort: N = 136; confirmatory cohort: N = 185) completed body composition measurements, eating behavior (Three Factor Eating Questionnaire [TFEQ], Eating Disorder Diagnostic Scale [EDDS]), exercise questionnaires, and a blood draw. Metabolic hormone concentrations (leptin, insulin, and adiponectin) were analyzed from blood samples. Within each cohort, a two-way analysis of variance compared three groups (MDD, MDD + GAD, and healthy controls [HC]), sex, and their interaction on dependent variables. Hedges g was calculated to reflect effect size magnitude. RESULTS Medium-to-large group main effects across cohorts indicated that compared to HC: (1) MDD (g = 1.71/0.57) and MDD + GAD (g = 0.93/0.69) reported higher TFEQ Disinhibition scores; (2) MDD endorsed higher TFEQ Hunger scores (g = 0.66/0.48); and (3) MDD (g = 1.60/1.30) and MDD + GAD (g = 0.92/1.72) reported greater EDDS scores. Large sex main effects across cohorts indicated that females exhibited higher levels than males for percent body fat (g = 1.07/1.17), leptin (g = 1.27/1.12), and adiponectin (g=0.82/0.88). LIMITATIONS The power to detect group*sex interactions was limited due to a greater number of females (than males) in the study, and over half of clinical participants were taking medications. CONCLUSIONS Individuals with MDD and MDD + GAD demonstrate difficulties in regulating eating behaviors, potentially contributing to functional impairment and increased disease burden.
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Affiliation(s)
| | | | | | - Tate Poplin
- Laureate Institute of Brain Research, Tulsa, OK, USA
| | | | - Martin P Paulus
- Laureate Institute of Brain Research, Tulsa, OK, USA; The University of Tulsa, Tulsa, OK, USA
| | - Maria Ironside
- Laureate Institute of Brain Research, Tulsa, OK, USA; The University of Tulsa, Tulsa, OK, USA
| | - Jennifer L Stewart
- Laureate Institute of Brain Research, Tulsa, OK, USA; The University of Tulsa, Tulsa, OK, USA.
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Stewart JL, Burrows K, Davis CB, Wilhelm RA, McNaughton BA, Kuplicki R, Paulus MP, Khalsa SS, White EJ. Impulsivity in amphetamine use disorder: Examination of sex differences. Addiction 2023; 118:1787-1800. [PMID: 37132044 PMCID: PMC10524483 DOI: 10.1111/add.16225] [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: 07/26/2022] [Accepted: 04/05/2023] [Indexed: 05/04/2023]
Abstract
AIMS This study aimed to test whether there are sex differences in the relationship between impulsivity and amphetamine use disorder (AMP). DESIGN A naturalistic cross-sectional design was used. SETTING The Tulsa 1000 study was held in Tulsa, OK, USA. PARTICIPANTS There were two groups in this study: AMP+ (29F, 20M) and AMP- (57F, 33M). MEASUREMENTS This project focuses on data related to impulsivity: UPPS-P impulsive behavior scale and a stop signal task (SST) during functional magnetic resonance imaging (fMRI) recording. Group, sex and their interaction were compared for UPPS-P ratings and SST fMRI and behavioral responses. FINDINGS AMP+ reported higher UPPS-P positive and negative urgency scores (Ps < 0.001; r = 0.56 and 0.51) and displayed greater bilateral insula and amygdala responses across correct SST trials (Ps < 0.001, g range = 0.57-0.81) than AMP-. fMRI results indicated that AMP+ exhibited larger right anterior/middle insula, amygdala and nucleus accumbens signals during successful difficult stop trials than AMP- (Ps < 0.01; g = 0.63, 0.54 and 0.44, respectively). Crucially, two group × sex effects emerged: (a) within females, AMP+ reported larger UPPS-P lack of premeditation scores than AMP- (P < 0.001, r = 0.51), and (b) within males, AMP+ showed greater left middle insula signals than AMP- across correct SST trials (P = 0.01, g = 0.78). CONCLUSIONS Both female and male amphetamine users appear to be characterized by rash action in the presence of positive and negative mood states as well as heightened recruitment of right hemisphere regions during behavioral inhibition. In contrast, planning ahead may be particularly difficult for female amphetamine users, whereas male amphetamine users may need to recruit additional left hemisphere resources during inhibitory processing.
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Affiliation(s)
- Jennifer L. Stewart
- Laureate Institute for Brain Research, Tulsa OK
- Oxley College of Health Sciences, University of Tulsa, Tulsa OK
| | | | | | | | | | | | - Martin P. Paulus
- Laureate Institute for Brain Research, Tulsa OK
- Oxley College of Health Sciences, University of Tulsa, Tulsa OK
| | - Sahib S. Khalsa
- Laureate Institute for Brain Research, Tulsa OK
- Oxley College of Health Sciences, University of Tulsa, Tulsa OK
| | - Evan J. White
- Laureate Institute for Brain Research, Tulsa OK
- Oxley College of Health Sciences, University of Tulsa, Tulsa OK
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Burrows K, McNaughton BA, Figueroa-Hall LK, Spechler PA, Kuplicki R, Victor TA, Aupperle R, Khalsa SS, Savitz JB, Teague TK, Paulus MP, Stewart JL. Elevated serum leptin is associated with attenuated reward anticipation in major depressive disorder independent of peripheral C-reactive protein levels. Sci Rep 2023; 13:11313. [PMID: 37443383 PMCID: PMC10344903 DOI: 10.1038/s41598-023-38410-4] [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: 09/12/2022] [Accepted: 07/07/2023] [Indexed: 07/15/2023] Open
Abstract
Major depressive disorder (MDD) is associated with immunologic and metabolic alterations linked to central processing dysfunctions, including attenuated reward processing. This study investigated the associations between inflammation, metabolic hormones (leptin, insulin, adiponectin), and reward-related brain processing in MDD patients with high (MDD-High) and low (MDD-Low) C-reactive protein (CRP) levels compared to healthy comparison subjects (HC). Participants completed a blood draw and a monetary incentive delay task during functional magnetic resonance imaging. Although groups did not differ in insulin or adiponectin concentrations, both MDD-High (Wilcoxon p = 0.004, d = 0.65) and MDD-Low (Wilcoxon p = 0.046, d = 0.53) showed higher leptin concentrations than HC but did not differ from each other. Across MDD participants, higher leptin levels were associated with lower brain activation during reward anticipation in the left insula (r = - 0.30, p = 0.004) and left dorsolateral putamen (r = -- 0.24, p = 0.025). In contrast, within HC, higher leptin concentrations were associated with higher activation during reward anticipation in the same regions (insula: r = 0.40, p = 0.007; putamen: r = 0.37, p = 0.014). Depression may be characterized by elevated pro-inflammatory signaling via leptin concentrations through alternate inflammatory pathways distinct to CRP.
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Affiliation(s)
- Kaiping Burrows
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA.
| | - Breanna A McNaughton
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA
| | - Leandra K Figueroa-Hall
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA
- Oxley College of Health Sciences, University of Tulsa, Tulsa, OK, USA
| | - Philip A Spechler
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA
| | - Rayus Kuplicki
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA
| | - Teresa A Victor
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA
| | - Robin Aupperle
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA
- Oxley College of Health Sciences, University of Tulsa, Tulsa, OK, USA
| | - Sahib S Khalsa
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA
- Oxley College of Health Sciences, University of Tulsa, Tulsa, OK, USA
| | - Jonathan B Savitz
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA
- Oxley College of Health Sciences, University of Tulsa, Tulsa, OK, USA
| | - T Kent Teague
- Departments of Surgery and Psychiatry, School of Community Medicine, The University of Oklahoma, Tulsa, OK, USA
- Department of Biochemistry and Microbiology, The Oklahoma State University Center for Health Sciences, Tulsa, OK, USA
- Department of Pharmaceutical Sciences, The University of Oklahoma College of Pharmacy, Oklahoma City, OK, USA
| | - Martin P Paulus
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA
- Oxley College of Health Sciences, University of Tulsa, Tulsa, OK, USA
| | - Jennifer L Stewart
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA
- Oxley College of Health Sciences, University of Tulsa, Tulsa, OK, USA
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Burrows K, Figueroa-Hall L, Stewart J, Alarbi A, Kuplicki R, Hannafon B, Tan C, Risbrough V, McKinney B, Ramesh R, Victor T, Aupperle R, Savitz J, Teague K, Khalsa S, Paulus M. Exploring the role of neuronal-enriched extracellular vesicle miR-93 and interoception in major depressive disorder. Res Sq 2023:rs.3.rs-2813878. [PMID: 37398092 PMCID: PMC10312986 DOI: 10.21203/rs.3.rs-2813878/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] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Major depressive disorder (MDD) is associated with interoceptive processing dysfunctions, but the molecular mechanisms underlying this dysfunction are poorly understood. This study combined brain Neuronal-Enriched Extracellular Vesicle (NEEV) technology and serum markers of inflammation and metabolism with Functional Magnetic Resonance Imaging (fMRI) to identify the contribution of gene regulatory pathways, in particular micro-RNA (miR) 93, to interoceptive dysfunction in MDD. Individuals with MDD (n = 44) and healthy comparisons (HC; n = 35) provided blood samples and completed an interoceptive attention task during fMRI. EVs were separated from plasma using a precipitation method. NEEVs were enriched by magnetic streptavidin bead immunocapture utilizing a neural adhesion marker (CD171) biotinylated antibody. NEEV specificities were confirmed by ow cytometry, western blot, particle size analyzer, and transmission electron microscopy. NEEV small RNAs were purified and sequenced. Results showed that: (1) MDD exhibited lower NEEV miR-93 expression than HC; (2) within MDD but not HC, those individuals with the lowest NEEV miR-93 expression had the highest serum concentrations of interleukin (IL)-1 receptor antagonist, IL-6, tumor necrosis factor, and leptin; and (3) within HC but not MDD, those participants with the highest miR-93 expression showed the strongest bilateral dorsal mid-insula activation. Since miR-93 is regulated by stress and affects epigenetic modulation by chromatin reorganization, these results suggest that healthy individuals but not MDD participants show an adaptive epigenetic regulation of insular function during interoceptive processing. Future investigations will need to delineate how specific internal and external environmental conditions contribute to miR-93 expression in MDD and what molecular mechanisms alter brain responsivity to body-relevant signals.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | - Kent Teague
- University of Oklahoma School of Community Medicine
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Burrows K, Anderson GB, Yan M, Wilson A, Sabath MB, Son JY, Kim H, Dominici F, Bell ML. Health disparities among older adults following tropical cyclone exposure in Florida. Nat Commun 2023; 14:2221. [PMID: 37076480 PMCID: PMC10115860 DOI: 10.1038/s41467-023-37675-7] [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: 04/12/2022] [Accepted: 03/27/2023] [Indexed: 04/21/2023] Open
Abstract
Tropical cyclones (TCs) pose a significant threat to human health, and research is needed to identify high-risk subpopulations. We investigated whether hospitalization risks from TCs in Florida (FL), United States, varied across individuals and communities. We modeled the associations between all storms in FL from 1999 to 2016 and over 3.5 million Medicare hospitalizations for respiratory (RD) and cardiovascular disease (CVD). We estimated the relative risk (RR), comparing hospitalizations during TC-periods (2 days before to 7 days after) to matched non-TC-periods. We then separately modeled the associations in relation to individual and community characteristics. TCs were associated with elevated risk of RD hospitalizations (RR: 4.37, 95% CI: 3.08, 6.19), but not CVD (RR: 1.04, 95% CI: 0.87, 1.24). There was limited evidence of modification by individual characteristics (age, sex, or Medicaid eligibility); however, risks were elevated in communities with higher poverty or lower homeownership (for CVD hospitalizations) and in denser or more urban communities (for RD hospitalizations). More research is needed to understand the potential mechanisms and causal pathways that might account for the observed differences in the association between tropical cyclones and hospitalizations across communities.
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Affiliation(s)
- K Burrows
- Institute at Brown for Environment and Society, Brown University, Providence, RI, USA.
| | - G B Anderson
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO, USA
| | - M Yan
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO, USA
- School of Ecology and Environment, Beijing Technology and Business University, Beijing, China
| | - A Wilson
- Department of Statistics, Colorado State University, Fort Collins, CO, USA
| | - M B Sabath
- T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - J Y Son
- School of the Environment, Yale University, New Haven, CT, USA
| | - H Kim
- Division of Environmental and Occupational Health Sciences, School of Public Health, IL, Chicago, USA
| | - F Dominici
- T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - M L Bell
- School of the Environment, Yale University, New Haven, CT, USA
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10
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Burrows K, Figueroa-Hall LK, Alarbi AM, Stewart JL, Kuplicki R, Tan C, Hannafon BN, Ramesh R, Savitz J, Khalsa S, Teague TK, Risbrough VB, Paulus MP. Association between inflammation, reward processing, and ibuprofen-induced increases of miR-23b in astrocyte-enriched extracellular vesicles: A randomized, placebo-controlled, double-blind, exploratory trial in healthy individuals. Brain Behav Immun Health 2022; 27:100582. [PMID: 36605933 PMCID: PMC9807827 DOI: 10.1016/j.bbih.2022.100582] [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: 12/22/2022] [Accepted: 12/23/2022] [Indexed: 12/26/2022] Open
Abstract
Ibuprofen, a non-steroidal, anti-inflammatory drug, modulates inflammation but may also have neuroprotective effects on brain health that are poorly understood. Astrocyte-enriched extracellular vesicles (AEEVs) facilitate cell-to-cell communication and - among other functions - regulate inflammation and metabolism via microribonucleic acids (miRNAs). Dysfunctions in reward-related processing and inflammation have been proposed to be critical pathophysiological pathways in individuals with mood disorders. This investigation examined whether changes in AEEV cargo induced by an anti-inflammatory agent results in inflammatory modulation that is associated with reward-related processing. Data from a double-blind, randomized, repeated-measures study in healthy volunteers were used to examine the effects of AEEV miRNAs on brain activation during reward-related processing. In three separate visits, healthy participants (N = 20) received a single dose of either placebo, 200 mg, or 600 mg of ibuprofen, completed the monetary incentive delay task during functional magnetic resonance imaging, and provided a blood sample for cytokine and AEEV collection. AEEV miRNA content profiling showed that ibuprofen dose-dependently increased AEEV miR-23b-3p expression with greater increase following the 600 mg administration than placebo. Those individuals who received 600 mg and showed the highest miR-23b-3p expression also showed the (a) lowest serum tumor necrosis factor (TNF) and interleukin-17A (IL-17A) concentrations; and had the (b) highest striatal brain activation during reward anticipation. These results support the hypothesis that ibuprofen alters the composition of miRNAs in AEEVs. This opens the possibility that AEEV cargo could be used to modulate brain processes that are important for mental health.
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Affiliation(s)
- Kaiping Burrows
- Laureate Institute for Brain Research, Tulsa, OK, USA,Corresponding author. Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA.
| | | | - Ahlam M. Alarbi
- Departments of Surgery and Psychiatry, School of Community Medicine, The University of Oklahoma, Tulsa, OK, USA,Integrative Immunology Center, School of Community Medicine, The University of Oklahoma, Tulsa, OK, USA
| | - Jennifer L. Stewart
- Laureate Institute for Brain Research, Tulsa, OK, USA,Department of Community Medicine, The University of Tulsa, Tulsa, OK, USA
| | | | - Chibing Tan
- Integrative Immunology Center, School of Community Medicine, The University of Oklahoma, Tulsa, OK, USA
| | - Bethany N. Hannafon
- Department of Obstetrics & Gynecology, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Rajagopal Ramesh
- Department of Pathology, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Jonathan Savitz
- Laureate Institute for Brain Research, Tulsa, OK, USA,Department of Community Medicine, The University of Tulsa, Tulsa, OK, USA
| | - Sahib Khalsa
- Laureate Institute for Brain Research, Tulsa, OK, USA,Department of Community Medicine, The University of Tulsa, Tulsa, OK, USA
| | - T. Kent Teague
- Departments of Surgery and Psychiatry, School of Community Medicine, The University of Oklahoma, Tulsa, OK, USA,Department of Biochemistry and Microbiology, The Oklahoma State University Center for Health Sciences, Tulsa, OK, USA,Department of Pharmaceutical Sciences, The University of Oklahoma College of Pharmacy, Oklahoma City, OK, USA
| | - Victoria B. Risbrough
- Center of Excellence for Stress and Mental Health, La Jolla, CA, USA,Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Martin P. Paulus
- Laureate Institute for Brain Research, Tulsa, OK, USA,Department of Community Medicine, The University of Tulsa, Tulsa, OK, USA
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11
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Burrows K, Johnson JA. Using Actigraphy as a measure of cortical arousals in Cardiopulmonary Sleep Studies. Sleep Med 2022. [DOI: 10.1016/j.sleep.2022.05.776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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12
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Burrows K, Millett A. Investigating the role of Excessive Daytime Sleepiness in Negative Emotion Bias in Higher education Students. Sleep Med 2022. [DOI: 10.1016/j.sleep.2022.05.101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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13
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Johnson JA, Burrows K, Trinidade A. Running a paediatric ambulatory sleep service in a pandemic and beyond. Sleep Med 2022. [DOI: 10.1016/j.sleep.2022.05.548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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14
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Zheng H, Teague TK, Yeh FC, Burrows K, Figueroa-Hall LK, Aupperle RL, Khalsa SS, Paulus MP, Savitz J. C-Reactive protein and the kynurenic acid to quinolinic acid ratio are independently associated with white matter integrity in major depressive disorder. Brain Behav Immun 2022; 105:180-189. [PMID: 35853557 PMCID: PMC9983279 DOI: 10.1016/j.bbi.2022.07.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 07/01/2022] [Accepted: 07/14/2022] [Indexed: 02/09/2023] Open
Abstract
Kynurenic acid (KynA) and quinolinic acid (QA) are neuroactive kynurenine pathway (KP) metabolites that have neuroprotective and neurotoxic properties, respectively. At least partly as a result of immune activation, the ratio of KynA to QA in the blood is reduced in major depressive disorder (MDD) and has been reported to be positively correlated with gray matter volume in depression. This study examined whether the inflammatory mediator, C-reactive protein (CRP) and the putative neuroprotective index, KynA/QA, were associated with white matter integrity in MDD, and secondly, whether any such associations were independent of each other or whether the effect of CRP was mediated by KynA/QA. One hundred and sixty-six participants in the Tulsa 1000 study with a DSM-V diagnosis of MDD completed diffusion tensor imaging and provided a serum sample for the quantification of CRP, KynA, and QA. Correlational tractography was performed using DSI Studio to map the specific white matter pathways that correlated with CRP and KynA/QA. CRP was negatively related to KynA/QA (standardized beta coefficient, SBC = -0.35 with standard error, Std.E = 0.13, p < 0.01) after controlling for nine possible confounders, i.e., age, sex, body mass index (BMI), medication status, lifetime alcohol use, severity of depression, severity of anxiety, length of illness, and smoking status. Higher concentrations of CRP were associated with decreased white matter integrity (fractional anisotropy, FA) of the bilateral cingulum and fornix after controlling for the nine potential confounders (SBC = -0.43, Std.E = 0.13, p = 0.002). Greater serum KynA/QA was associated with increased white matter integrity of the bilateral fornix, bilateral superior thalamic radiations, corpus callosum, and bilateral cingulum bundles after controlling for the same possible confounders (SBC = 0.26, Std.E = 0.09, p = 0.005). The relationship between CRP and FA was not mediated by KynA/QA. Exploratory analyses also showed that KynA/QA but not CRP was associated with self-reported positive affect, attentiveness, and fatigue measured with the PANASX (SBCs = 0.17-0.23). Taken together, these results are consistent with the hypothesis that within a subgroup of MDD patients, a higher level of systemic inflammation alters the balance of KP metabolism but also raise the possibility that CRP and neuroactive KP metabolites represent independent molecular mechanisms underlying white matter alterations in MDD.
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Affiliation(s)
- Haixia Zheng
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA
| | - T Kent Teague
- Department of Surgery, University of Oklahoma School of Community Medicine, Tulsa, OK 74135, USA; Department of Psychiatry, University of Oklahoma School of Community Medicine, Tulsa, OK 74135, USA; Department of Biochemistry and Microbiology, Oklahoma State University Center for Health Sciences, Tulsa, OK 74107, USA
| | - Fang-Cheng Yeh
- Department of Neurological Surgery, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | | | | | - Robin L Aupperle
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA; Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK 74119, USA
| | - Sahib S Khalsa
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA; Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK 74119, USA
| | - Martin P Paulus
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA; Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK 74119, USA
| | - Jonathan Savitz
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA; Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK 74119, USA.
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15
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Figueroa-Hall LK, Xu B, Kuplicki R, Ford BN, Burrows K, Teague TK, Sen S, Yeh HW, Irwin MR, Savitz J, Paulus MP. Psychiatric symptoms are not associated with circulating CRP concentrations after controlling for medical, social, and demographic factors. Transl Psychiatry 2022; 12:279. [PMID: 35821205 PMCID: PMC9276683 DOI: 10.1038/s41398-022-02049-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 06/26/2022] [Accepted: 06/30/2022] [Indexed: 01/08/2023] Open
Abstract
Elevated serum concentrations (>3 mg/L) of the acute-phase protein, C-reactive protein (CRP), is used as a clinical marker of inflammation and is reported to be a strong risk factor for cardiovascular disease. In psychiatric populations, CRP concentration is reported to be higher in depressed versus healthy individuals. Positive associations between CRP and depression have been established in both clinical and community samples, but effect sizes are attenuated after controlling for confounding variables. Similarly, emerging research has begun to draw a link between inflammation, symptoms of anxiety, and substance abuse. Given the high level of comorbid anxiety and substance use disorders in many depressed populations, this study examined whether depression (Patient Health Questionnaire 9 [PHQ-9]) and substance use-related (Drug Abuse Screening Test [DAST]) symptoms were associated with CRP concentrations in the blood after adjusting for relevant medical, social, and demographic covariates in a large sample undergoing screening for several transdiagnostic psychiatric research studies. A total of 1,724 participants were analyzed for association of CRP with variables using multivariate linear regression. An unadjusted model with no covariates showed that PHQ-9 was significantly associated with CRP in All (β = 0.125), Female (β = 0.091), and Male (β = 0.154) participants, but DAST was significantly associated with CRP in males only (β = 0.120). For the adjusted model, in both males and females, mood-stabilizer treatment (β = 0.630), opioid medication (β = 0.360), body mass index (β = 0.244), percent body fat (β = 0.289), nicotine use (β = 0.063), and self-reported sleep disturbance (β = 0.061) were significantly associated with increased CRP concentrations. In females, oral contraceptive use (β = 0.576), and waist-to-hip ratio (β = 0.086), and in males, non-steroidal anti-inflammatory drug use (β = 0.367) were also associated with increased CRP concentrations. There was no significant association between CRP and individual depressive, anxiety, or substance use-related symptoms when covariates were included in the regression models. These results suggest that associations between circulating CRP and the severity of psychiatric symptoms are dependent on the type of covariates controlled for in statistical analyses.
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Affiliation(s)
| | - Bohan Xu
- Laureate Institute for Brain Research, Tulsa, OK, 74136, USA
- Department of Computer Science, Tandy School of Computer Science, The University of Tulsa, Tulsa, OK, 74104, USA
| | - Rayus Kuplicki
- Laureate Institute for Brain Research, Tulsa, OK, 74136, USA
| | - Bart N Ford
- Department of Pharmacology & Physiology, Oklahoma State University, Center for Health Sciences, Tulsa, OK, 74107, USA
| | - Kaiping Burrows
- Laureate Institute for Brain Research, Tulsa, OK, 74136, USA
| | - T Kent Teague
- Department of Surgery and Department of Psychiatry, University of Oklahoma-School of Community Medicine, Tulsa, OK, 74135, USA
| | - Sandip Sen
- Department of Computer Science, Tandy School of Computer Science, The University of Tulsa, Tulsa, OK, 74104, USA
| | - Hung-Wen Yeh
- Division of Health Services & Outcomes Research, Children's Mercy Kansas City, Kansas City, MO, 64108, USA
| | - Michael R Irwin
- Department of Psychiatry and Behavioral Sciences, UCLA Geffen School of Medicine, Los Angeles, CA, 90095, USA
| | - Jonathan Savitz
- Laureate Institute for Brain Research, Tulsa, OK, 74136, USA
- Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, 74199, USA
| | - Martin P Paulus
- Laureate Institute for Brain Research, Tulsa, OK, 74136, USA
- Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, 74199, USA
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16
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Burrows K, DeVille DC, Cosgrove KT, Kuplicki RT, Paulus MP, Aupperle R, Khalsa SS, Stewart JL. Corrigendum to "Impact of serotonergic medication on interoception in major depressive disorder" [Biological Psychology 169 (2022),108286]. Biol Psychol 2022; 171:108356. [PMID: 35589460 PMCID: PMC9205263 DOI: 10.1016/j.biopsycho.2022.108356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Affiliation(s)
- Kaiping Burrows
- Laureate Institute for Brain Research, Tulsa, OK, United States.
| | | | | | | | - Martin P Paulus
- Laureate Institute for Brain Research, Tulsa, OK, United States; Department of Community Medicine, University of Tulsa, Tulsa, OK, United States
| | - Robin Aupperle
- Laureate Institute for Brain Research, Tulsa, OK, United States; Department of Community Medicine, University of Tulsa, Tulsa, OK, United States
| | - Sahib S Khalsa
- Laureate Institute for Brain Research, Tulsa, OK, United States; Department of Community Medicine, University of Tulsa, Tulsa, OK, United States
| | - Jennifer L Stewart
- Laureate Institute for Brain Research, Tulsa, OK, United States; Department of Community Medicine, University of Tulsa, Tulsa, OK, United States
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17
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Burrows K, DeVille DC, Cosgrove KT, Kuplicki RT, Paulus MP, Aupperle R, Khalsa SS, Stewart JL. Impact of serotonergic medication on interoception in major depressive disorder. Biol Psychol 2022; 169:108286. [PMID: 35149138 PMCID: PMC8958795 DOI: 10.1016/j.biopsycho.2022.108286] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [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: 03/09/2021] [Revised: 02/01/2022] [Accepted: 02/02/2022] [Indexed: 12/28/2022]
Abstract
Unmedicated individuals with major depressive disorder (MDD) show abnormal interoception, but it is unclear whether antidepressant treatment via serotonergic medication alters this relationship. The current cross-sectional study examined associations between neural and behavioral indices of interoceptive processing and chronic serotonergic medication administration in MDD. 47 selective serotonin reuptake inhibitor (SSRI)-medicated MDD (MDD-SSRI) individuals were propensity-matched with 48 unmedicated current MDD (MDD-UnMed) and 41 healthy comparison (HC) participants on demographics including age, sex, body mass index, education, as well as on dimensional scales of symptom severity including depression and anxiety. All participants completed an interoceptive attention task during functional magnetic resonance imaging, and a behavioral heartbeat tapping task under three conditions: Guessing, No Guessing, and Breath Hold. Relative to HC, both MDD groups: (1) exhibited lower mid-insula, amygdala, putamen, and caudate activation during interoceptive versus exteroceptive attention; and (2) showed poorer heartbeat tapping performance during the Breath Hold condition. However, the MDD-SSRI group reported higher intensity ratings of heartbeat and stomach sensations than MDD-UnMed and HC during the interoceptive attention task. These findings suggest that the attenuated patterns of neural activation observed in depressed individuals during interoceptive attention are not ameliorated by the chronic administration of serotonergic medications. However, amplified interoceptive sensation ratings suggest a potential impact of chronic serotonergic medication on conscious experiences of internal body states. Future investigations will need to determine the extent to which serotonergic medications acutely influence interoceptive processing, and whether such changes play a role in therapeutic responses during treatment initiation.
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Affiliation(s)
- Kaiping Burrows
- Laureate Institute for Brain Research, Tulsa, OK, United States.
| | | | | | | | | | - Martin P. Paulus
- Laureate Institute for Brain Research, Tulsa, OK,Department of Community Medicine, University of Tulsa, Tulsa, OK
| | - Robin Aupperle
- Laureate Institute for Brain Research, Tulsa, OK,Department of Community Medicine, University of Tulsa, Tulsa, OK
| | - Sahib S. Khalsa
- Laureate Institute for Brain Research, Tulsa, OK,Department of Community Medicine, University of Tulsa, Tulsa, OK
| | - Jennifer L. Stewart
- Laureate Institute for Brain Research, Tulsa, OK,Department of Community Medicine, University of Tulsa, Tulsa, OK
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18
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Burrows K, Figueroa-Hall LK, Kuplicki R, Stewart JL, Alarbi AM, Ramesh R, Savitz JB, Teague TK, Risbrough VB, Paulus MP. Neuronally-enriched exosomal microRNA-27b mediates acute effects of ibuprofen on reward-related brain activity in healthy adults: a randomized, placebo-controlled, double-blind trial. Sci Rep 2022; 12:861. [PMID: 35039595 PMCID: PMC8764091 DOI: 10.1038/s41598-022-04875-y] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Accepted: 01/03/2022] [Indexed: 01/01/2023] Open
Abstract
This double-blind, randomized, within-subjects design evaluated whether acute administration of an anti-inflammatory drug modulates neuron-specific, inflammation-modulating microRNAs linked to macroscopic changes in reward processing. Twenty healthy subjects (10 females, 10 males) underwent a functional magnetic resonance imaging scan while performing a monetary incentive delay (MID) task and provided blood samples after administration of placebo, 200 mg, or 600 mg of ibuprofen. Neuronally-enriched exosomal microRNAs were extracted from serum and sequenced. Results showed that: (1) 600 mg of ibuprofen exhibited higher miR-27b-3p, miR-320b, miR-23b and miR-203a-3p expression than placebo; (2) higher mir-27b-3p was associated with lower insula activation during MID loss anticipation; and (3) there was an inverse relationship between miR-27b-3p and MID gain anticipation in bilateral putamen during placebo, a pattern attenuated by both 200 mg and 600 mg of ibuprofen. These findings are consistent with the hypothesis that miR-27b could be an important messaging molecule that is associated with regulating the processing of positive or negative valenced information.
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Affiliation(s)
- Kaiping Burrows
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA.
| | | | - Rayus Kuplicki
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA
| | - Jennifer L Stewart
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA
- Department of Community Medicine, University of Tulsa, Tulsa, OK, USA
| | - Ahlam M Alarbi
- Departments of Surgery and Psychiatry, School of Community Medicine, The University of Oklahoma, Tulsa, OK, USA
| | - Rajagopal Ramesh
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Jonathan B Savitz
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA
- Department of Community Medicine, University of Tulsa, Tulsa, OK, USA
| | - T Kent Teague
- Departments of Surgery and Psychiatry, School of Community Medicine, The University of Oklahoma, Tulsa, OK, USA
- Department of Biochemistry and Microbiology, The Oklahoma State University Center for Health Sciences, Tulsa, OK, USA
- Department of Pharmaceutical Sciences, The University of Oklahoma College of Pharmacy, Oklahoma City, OK, USA
| | - Victoria B Risbrough
- Center of Excellence for Stress and Mental Health, La Jolla, CA, USA
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Martin P Paulus
- Laureate Institute for Brain Research, 6655 South Yale Ave, Tulsa, OK, 74136, USA
- Department of Community Medicine, University of Tulsa, Tulsa, OK, USA
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19
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Longchamps RJ, Yang SY, Castellani CA, Shi W, Lane J, Grove ML, Bartz TM, Sarnowski C, Liu C, Burrows K, Guyatt AL, Gaunt TR, Kacprowski T, Yang J, De Jager PL, Yu L, Bergman A, Xia R, Fornage M, Feitosa MF, Wojczynski MK, Kraja AT, Province MA, Amin N, Rivadeneira F, Tiemeier H, Uitterlinden AG, Broer L, Van Meurs JBJ, Van Duijn CM, Raffield LM, Lange L, Rich SS, Lemaitre RN, Goodarzi MO, Sitlani CM, Mak ACY, Bennett DA, Rodriguez S, Murabito JM, Lunetta KL, Sotoodehnia N, Atzmon G, Ye K, Barzilai N, Brody JA, Psaty BM, Taylor KD, Rotter JI, Boerwinkle E, Pankratz N, Arking DE. Genome-wide analysis of mitochondrial DNA copy number reveals loci implicated in nucleotide metabolism, platelet activation, and megakaryocyte proliferation. Hum Genet 2022; 141:127-146. [PMID: 34859289 PMCID: PMC8758627 DOI: 10.1007/s00439-021-02394-w] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 10/22/2021] [Indexed: 12/18/2022]
Abstract
Mitochondrial DNA copy number (mtDNA-CN) measured from blood specimens is a minimally invasive marker of mitochondrial function that exhibits both inter-individual and intercellular variation. To identify genes involved in regulating mitochondrial function, we performed a genome-wide association study (GWAS) in 465,809 White individuals from the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium and the UK Biobank (UKB). We identified 133 SNPs with statistically significant, independent effects associated with mtDNA-CN across 100 loci. A combination of fine-mapping, variant annotation, and co-localization analyses was used to prioritize genes within each of the 133 independent sites. Putative causal genes were enriched for known mitochondrial DNA depletion syndromes (p = 3.09 × 10-15) and the gene ontology (GO) terms for mtDNA metabolism (p = 1.43 × 10-8) and mtDNA replication (p = 1.2 × 10-7). A clustering approach leveraged pleiotropy between mtDNA-CN associated SNPs and 41 mtDNA-CN associated phenotypes to identify functional domains, revealing three distinct groups, including platelet activation, megakaryocyte proliferation, and mtDNA metabolism. Finally, using mitochondrial SNPs, we establish causal relationships between mitochondrial function and a variety of blood cell-related traits, kidney function, liver function and overall (p = 0.044) and non-cancer mortality (p = 6.56 × 10-4).
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Affiliation(s)
- R J Longchamps
- Department of Genetic Medicine, McKusick-Nathans Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - S Y Yang
- Department of Genetic Medicine, McKusick-Nathans Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - C A Castellani
- Department of Genetic Medicine, McKusick-Nathans Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - W Shi
- Department of Genetic Medicine, McKusick-Nathans Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - J Lane
- Department of Laboratory Medicine and Pathology, University of Minnesota Medical School, Minneapolis, MN, USA
| | - M L Grove
- Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, Human Genetics Center, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - T M Bartz
- Cardiovascular Health Research Unit, Departments of Medicine and Biostatistics, University of Washington, Seattle, WA, USA
| | - C Sarnowski
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - C Liu
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - K Burrows
- MRC Integrative Epidemiology Unit at the University of Bristol, University of Bristol, Oakfield House, Oakfield Grove, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, Bristol, UK
| | - A L Guyatt
- Department of Health Sciences, University of Leicester, University Road, Leicester, UK
| | - T R Gaunt
- MRC Integrative Epidemiology Unit at the University of Bristol, University of Bristol, Oakfield House, Oakfield Grove, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, Bristol, UK
| | - T Kacprowski
- Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University of Greifswald, Greifswald, Germany
- Data Science in Biomedicine, Peter L. Reichertz Institute for Medical Informatics, TU Braunschweig and Hannover Medical School, Brunswick, Germany
| | - J Yang
- Rush Alzheimer's Disease Center and Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - P L De Jager
- Center for Translational and Systems Neuroimmunology, Department of Neurology, Columbia University Medical Center, New York, NY, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
| | - L Yu
- Rush Alzheimer's Disease Center and Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - A Bergman
- Department of Systems and Computational Biology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - R Xia
- Institute of Molecular Medicine, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - M Fornage
- Institute of Molecular Medicine, The University of Texas Health Science Center at Houston, Houston, TX, USA
- Human Genetics Center, The University of Texas Health Science Center at Houston, Houston, USA
| | - M F Feitosa
- Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St. Louis, USA
| | - M K Wojczynski
- Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St. Louis, USA
| | - A T Kraja
- Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St. Louis, USA
| | - M A Province
- Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St. Louis, USA
| | - N Amin
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - F Rivadeneira
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - H Tiemeier
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Social and Behavioral Science, Harvard T.H. School of Public Health, Boston, USA
| | - A G Uitterlinden
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - L Broer
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - J B J Van Meurs
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - C M Van Duijn
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - L M Raffield
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - L Lange
- Department of Medicine, University of Colorado Denver, Anschutz Medical Campus, Aurora, CO, USA
| | - S S Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - R N Lemaitre
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
| | - M O Goodarzi
- Division of Endocrinology, Diabetes and Metabolism, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - C M Sitlani
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
| | - A C Y Mak
- Cardiovascular Research Institute and Institute for Human Genetics, University of California, San Francisco, CA, USA
| | - D A Bennett
- Rush Alzheimer's Disease Center and Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - S Rodriguez
- MRC Integrative Epidemiology Unit at the University of Bristol, University of Bristol, Oakfield House, Oakfield Grove, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, Bristol, UK
| | - J M Murabito
- Boston University School of Medicine, Boston University, Boston, MA, USA
| | - K L Lunetta
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - N Sotoodehnia
- Cardiovascular Health Research Unit, Division of Cardiology, University of Washington, Seattle, WA, USA
| | - G Atzmon
- Department of Natural Science, University of Haifa, Haifa, Israel
- Departments of Medicine and Genetics, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - K Ye
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - N Barzilai
- Departments of Medicine and Genetics, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - J A Brody
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
| | - B M Psaty
- Cardiovascular Health Research Unit, Departments of Epidemiology, Medicine and Health Services, University of Washington, Seattle, WA, USA
| | - K D Taylor
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - J I Rotter
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - E Boerwinkle
- Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, Human Genetics Center, The University of Texas Health Science Center at Houston, Houston, TX, USA
- Baylor College of Medicine, Human Genome Sequencing Center, Houston, TX, USA
| | - N Pankratz
- Department of Laboratory Medicine and Pathology, University of Minnesota Medical School, Minneapolis, MN, USA
| | - D E Arking
- Department of Genetic Medicine, McKusick-Nathans Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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20
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Thomas M, Savitz J, Zhang Y, Burrows K, Smith R, Figueroa-Hall L, Kuplicki R, Khalsa SS, Taki Y, Teague TK, Irwin MR, Yeh FC, Paulus MP, Zheng H. Elevated Systemic Inflammation Is Associated with Reduced Corticolimbic White Matter Integrity in Depression. Life (Basel) 2021; 12:43. [PMID: 35054436 PMCID: PMC8778940 DOI: 10.3390/life12010043] [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] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 12/17/2021] [Accepted: 12/22/2021] [Indexed: 12/12/2022] Open
Abstract
(1) Background: Growing evidence indicates that inflammation can induce neural circuit dysfunction and plays a vital role in the pathogenesis of major depressive disorder (MDD). Nevertheless, whether inflammation affects the integrity of white matter pathways is only beginning to be explored. (2) Methods: We computed quantitative anisotropy (QA) from diffusion magnetic resonance imaging as an index of white matter integrity and regressed QA on C-reactive protein (CRP), controlling for age, sex, and BMI, in 176 participants with MDD. (3) Results: The QA values of several white matter tracts were negatively correlated with CRP concentration (standardized beta coefficient = -0.22, 95%CI = -0.38--0.06, FDR < 0.05). These tracts included the bilateral cortico-striatal tracts, thalamic radiations, inferior longitudinal fasciculi, corpus callosum (the forceps minor portion and the tapetum portion), cingulum bundles, and the left superior longitudinal fasciculus III. Importantly, the association remained robust after regressing up to twelve potential confounders. The bilateral fornix and a small portion of the thalamic radiation showed a positive association with CRP levels, but these associations did not remain significant after adjusting for confounders. (4) Conclusions: Peripheral inflammation may contribute to the etiology of MDD by impacting the microstructural integrity of brain corticolimbic white matter pathways.
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Affiliation(s)
- MacGregor Thomas
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA; (M.T.); (J.S.); (K.B.); (R.S.); (L.F.-H.); (R.K.); (S.S.K.); (M.P.P.)
| | - Jonathan Savitz
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA; (M.T.); (J.S.); (K.B.); (R.S.); (L.F.-H.); (R.K.); (S.S.K.); (M.P.P.)
- Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK 74119, USA
| | - Ye Zhang
- Department of Aging Research and Geriatric Medicine, Institute of Development, Aging and Cancer, Tohoku University, Sendai 980-8575, Japan; (Y.Z.); (Y.T.)
| | - Kaiping Burrows
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA; (M.T.); (J.S.); (K.B.); (R.S.); (L.F.-H.); (R.K.); (S.S.K.); (M.P.P.)
| | - Ryan Smith
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA; (M.T.); (J.S.); (K.B.); (R.S.); (L.F.-H.); (R.K.); (S.S.K.); (M.P.P.)
| | - Leandra Figueroa-Hall
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA; (M.T.); (J.S.); (K.B.); (R.S.); (L.F.-H.); (R.K.); (S.S.K.); (M.P.P.)
| | - Rayus Kuplicki
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA; (M.T.); (J.S.); (K.B.); (R.S.); (L.F.-H.); (R.K.); (S.S.K.); (M.P.P.)
| | - Sahib S. Khalsa
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA; (M.T.); (J.S.); (K.B.); (R.S.); (L.F.-H.); (R.K.); (S.S.K.); (M.P.P.)
| | - Yasuyuki Taki
- Department of Aging Research and Geriatric Medicine, Institute of Development, Aging and Cancer, Tohoku University, Sendai 980-8575, Japan; (Y.Z.); (Y.T.)
- Department of Geriatric Medicine and Neuroimaging, Tohoku University Hospital, Sendai 980-8574, Japan
- Smart-Aging Research Center, Tohoku University, Sendai 980-8575, Japan
| | - Tracy Kent Teague
- Department of Surgery, University of Oklahoma School of Community Medicine, Tulsa, OK 74135, USA;
- Department of Psychiatry, University of Oklahoma School of Community Medicine, Tulsa, OK 74135, USA
- Department of Biochemistry and Microbiology, Oklahoma State University Center for Health Sciences, Tulsa, OK 74107, USA
| | - Michael R. Irwin
- Cousins Center for Psychoneuroimmunology at UCLA, Los Angeles, CA 90095, USA;
- Semel Institute for Neuroscience at UCLA, Los Angeles, CA 90024, USA
- David Geffen School of Medicine, Los Angeles, CA 90095, USA
| | - Fang-Cheng Yeh
- Department of Neurological Surgery, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15260, USA;
| | - Martin P. Paulus
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA; (M.T.); (J.S.); (K.B.); (R.S.); (L.F.-H.); (R.K.); (S.S.K.); (M.P.P.)
- Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK 74119, USA
| | - Haixia Zheng
- Laureate Institute for Brain Research, Tulsa, OK 74136, USA; (M.T.); (J.S.); (K.B.); (R.S.); (L.F.-H.); (R.K.); (S.S.K.); (M.P.P.)
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21
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Popple SJ, Burrows K, Mortha A, Osborne LC. Remote regulation of type 2 immunity by intestinal parasites. Semin Immunol 2021; 53:101530. [PMID: 34802872 DOI: 10.1016/j.smim.2021.101530] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 11/10/2021] [Accepted: 11/12/2021] [Indexed: 02/06/2023]
Abstract
The intestinal tract is the target organ of most parasitic infections, including those by helminths and protozoa. These parasites elicit prototypical type 2 immune activation in the host's immune system with striking impact on the local tissue microenvironment. Despite local containment of these parasites within the intestinal tract, parasitic infections also mediate immune adaptation in peripheral organs. In this review, we summarize the current knowledge on how such gut-tissue axes influence important immune-mediated resistance and disease tolerance in the context of coinfections, and elaborate on the implications of parasite-regulated gut-lung and gut-brain axes on the development and severity of airway inflammation and central nervous system diseases.
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Affiliation(s)
- S J Popple
- Department of Microbiology & Immunology, Life Sciences Institute, University of British Columbia, Vancouver, BC, Canada
| | - K Burrows
- Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - A Mortha
- Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - L C Osborne
- Department of Microbiology & Immunology, Life Sciences Institute, University of British Columbia, Vancouver, BC, Canada.
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22
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Zheng H, Ford BN, Kuplicki R, Burrows K, Hunt PW, Bodurka J, Kent Teague T, Irwin MR, Yolken RH, Paulus MP, Savitz J. Association between cytomegalovirus infection, reduced gray matter volume, and resting-state functional hypoconnectivity in major depressive disorder: a replication and extension. Transl Psychiatry 2021; 11:464. [PMID: 34493708 PMCID: PMC8423754 DOI: 10.1038/s41398-021-01558-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 08/03/2021] [Accepted: 08/11/2021] [Indexed: 02/08/2023] Open
Abstract
Human cytomegalovirus (HCMV) is a neurotropic herpes virus known to cause neuropathology in patients with impaired immunity. Previously, we reported a reduction in the gray matter volume (GMV) of several brain regions in two independent samples of participants who were seropositive for HCMV (HCMV+) compared to matched participants who were seronegative for HCMV (HCMV-). In addition to an independent replication of the GMV findings, this study aimed to examine whether HCMV+ was associated with differences in resting-state functional connectivity (rsfMRI-FC). After balancing on 11 clinical/demographic variables using inverse probability of treatment weighting (IPTW), GMV and rsfMRI-FC were obtained from 99 participants with major depressive disorder (MDD) who were classified into 42 HCMV+ and 57 HCMV- individuals. Relative to the HCMV- group, the HCMV+ group showed a significant reduction of GMV in nine cortical regions. Volume reduction in the right lateral orbitofrontal cortex (standardized beta coefficient (SBC) = -0.32, [95%CI, -0.62 to -0.02]) and the left pars orbitalis (SBC = -0.34, [95%CI, -0.63 to -0.05]) in the HCMV+ group was also observed in the previous study. Regardless of the parcellation method or analytical approach, relative to the HCMV- group, the HCMV+ group showed hypoconnectivity between the hubs of the sensorimotor network (bilateral postcentral gyrus) and the hubs of the salience network (bilateral insula) with effect sizes ranging from SBC = -0.57 to -0.99. These findings support the hypothesis that a positive HCMV serostatus is associated with altered connectivity of regions that are important for stress and affective processing and further supports a possible etiological role of HCMV in depression.
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Affiliation(s)
- Haixia Zheng
- Laureate Institute for Brain Research, Tulsa, OK, USA.
| | - Bart N Ford
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Oklahoma State Univerisity, Department of Pharmacology and Physiology, Tulsa, OK, USA
| | | | | | - Peter W Hunt
- Department of Medicine, the University of California, San Francisco, School of Medicine, San Francisco, CA, USA
| | - Jerzy Bodurka
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK, USA
| | - T Kent Teague
- Department of Surgery, University of Oklahoma School of Community Medicine, Tulsa, OK, USA
- Department of Psychiatry, University of Oklahoma School of Community Medicine, Tulsa, OK, USA
- Department of Biochemistry and Microbiology, Oklahoma State University Center for Health Sciences, Tulsa, OK, USA
| | - Michael R Irwin
- Cousins Center for Psychoneuroimmunology at UCLA, Los Angeles, CA, USA
- Semel Institute for Neuroscience at UCLA, Los Angeles, CA, USA
- David Geffen School of Medicine, Los Angeles, CA, USA
| | - Robert H Yolken
- Stanley Division of Developmental Neurovirology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Martin P Paulus
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, USA
| | - Jonathan Savitz
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, USA
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23
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Cosgrove KT, Kuplicki R, Savitz J, Burrows K, Simmons WK, Khalsa SS, Teague TK, Aupperle RL, Paulus MP. Impact of ibuprofen and peroxisome proliferator-activated receptor gamma on emotion-related neural activation: A randomized, placebo-controlled trial. Brain Behav Immun 2021; 96:135-142. [PMID: 34052365 PMCID: PMC8319138 DOI: 10.1016/j.bbi.2021.05.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 05/08/2021] [Accepted: 05/25/2021] [Indexed: 02/06/2023] Open
Abstract
Nonsteroidal anti-inflammatory drugs (NSAIDs) such as ibuprofen have shown initial promise in producing antidepressant effects. This is perhaps due to these drugs being peroxisome proliferator-activated receptor gamma (PPARγ) agonists, in addition to their inhibition of cyclooxygenase enzymes. Some, albeit mixed, evidence suggests that PPARγ agonists have antidepressant effects in humans and animals. This double-blind, placebo-controlled, pharmacologic functional magnetic resonance imaging (ph-fMRI) study aimed to elucidate the impact of ibuprofen on emotion-related neural activity and determine whether observed effects were due to changes in PPARγ gene expression. Twenty healthy volunteers completed an emotional face matching task during three fMRI sessions, conducted one week apart. Placebo, 200 mg, or 600 mg ibuprofen was administered 1 h prior to each scan in a pseudo-randomized order. Peripheral blood mononuclear cells were collected at each session to isolate RNA for PPARγ gene expression. At the doses used, ibuprofen did not significantly change PPARγ gene expression. Ibuprofen dose was associated with decreased blood oxygen level-dependent (BOLD) activation in the dorsolateral prefrontal cortex and fusiform gyrus during emotional face processing (faces-shapes). Additionally, PPARγ gene expression was associated with increased BOLD activation in the insula and transverse and superior temporal gyri (faces-shapes). No interaction effects between ibuprofen dose and PPARγ gene expression on BOLD activation were observed. Thus, results suggest that ibuprofen and PPARγ may have independent effects on emotional neurocircuitry. Future studies are needed to further delineate the roles of ibuprofen and PPARγ in exerting antidepressant effects in healthy as well as clinical populations.
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Affiliation(s)
- Kelly T. Cosgrove
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74136,Department of Psychology, University of Tulsa, 800 S. Tucker Dr., Tulsa, OK, 74104
| | - Rayus Kuplicki
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK 74136 USA.
| | - Jonathan Savitz
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK 74136 USA.
| | - Kaiping Burrows
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK 74136 USA.
| | - W. Kyle Simmons
- Center for Health Sciences, Oklahoma State University, 1013 E 66th Pl, Tulsa, OK 74136
| | - Sahib S. Khalsa
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74136,School of Community Medicine, University of Tulsa, 800 S. Tucker Dr., Tulsa, OK, 74104
| | - T. Kent Teague
- School of Community Medicine, University of Oklahoma, 4502 E. 41st St., Tulsa, OK, 74135
| | - Robin L. Aupperle
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74136,School of Community Medicine, University of Tulsa, 800 S. Tucker Dr., Tulsa, OK, 74104
| | - Martin P. Paulus
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74136,School of Community Medicine, University of Tulsa, 800 S. Tucker Dr., Tulsa, OK, 74104
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24
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May AC, Burrows K, Figueroa-Hall LK, Kirlic N, White EJ, Smith R, Ekhtiari H, Paulus MP, Savitz J, Stewart JL. Erratum to "Sex differences in circulating inflammatory mediators as a function of substance use disorder" [Drug Alcohol Depend. 221 (2021) 108610]. Drug Alcohol Depend 2021; 224:108743. [PMID: 34024664 PMCID: PMC8667335 DOI: 10.1016/j.drugalcdep.2021.108743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- April C. May
- San Diego State University/University of California, San
Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA,Department of Psychiatry, University of California, San
Diego, San Diego, CA, USA,Corresponding author at: Department of Psychiatry,
University of California, San Diego, 9500 Gilman Drive, MC 0405, La Jolla, CA
92093, USA. (A.C. May)
| | | | | | - Namik Kirlic
- Laureate Institute for Brain Research, Tulsa, OK, USA
| | - Evan J. White
- Laureate Institute for Brain Research, Tulsa, OK, USA
| | - Ryan Smith
- Laureate Institute for Brain Research, Tulsa, OK, USA
| | | | - Martin P. Paulus
- Laureate Institute for Brain Research, Tulsa, OK, USA,Oxley College of Health Sciences, The University of Tulsa,
Tulsa, OK, USA
| | - Jonathan Savitz
- Laureate Institute for Brain Research, Tulsa, OK, USA,Oxley College of Health Sciences, The University of Tulsa,
Tulsa, OK, USA
| | - Jennifer L. Stewart
- Laureate Institute for Brain Research, Tulsa, OK, USA,Oxley College of Health Sciences, The University of Tulsa,
Tulsa, OK, USA
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25
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May AC, Burrows K, Figueroa-Hall LK, Kirlic N, White EJ, Smith R, Ekhtiari H, Paulus MP, Savitz J, Stewart JL. Sex differences in circulating inflammatory mediators as a function of substance use disorder. Drug Alcohol Depend 2021; 221:108610. [PMID: 33631550 PMCID: PMC8026624 DOI: 10.1016/j.drugalcdep.2021.108610] [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: 10/07/2020] [Revised: 01/20/2021] [Accepted: 01/23/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND Substance use disorders (SUD) with comorbid depression and anxiety are linked to poor treatment outcome and relapse. Although some depressed individuals exhibit elevated blood-based inflammation (interleukin-6 [IL-6] and C reactive protein [CRP]), few studies have examined whether the presence of SUD exacerbates inflammation. METHODS Treatment-seeking individuals with major depressive disorder (MDD), anxiety disorders, and/or SUD (N = 160; 80 % with MDD) recruited into the Tulsa 1000 study provided blood samples, participated in clinical interviews, and completed a questionnaire battery querying symptoms of current psychopathology and emotional processing. Analyses followed a multistep process. First, groups were created on the presence versus absence of 1+ lifetime SUD diagnoses: SUD+ (37 F, 43 M) and SUD- (60 F, 20 M). Second, a principal component analysis (PCA) of questionnaire data resulted in two factors, one indexing negative emotionality/withdrawal motivation and one measuring positive emotionality/approach motivation. Third, SUD groups, extracted PCA factors, and nuisance covariates (age, body mass index [BMI], nicotine use, psychotropic medication [and hormone/contraception use in females]) were entered as simultaneous predictors of blood-based inflammation (IL-6, IL-8, IL-10, tumor necrosis factor-α, and CRP). RESULTS Within females, SUD + exhibited higher IL-8 and IL-10 but lower CRP levels than SUD-. In contrast, SUD was not associated with biomarker levels in males. Across sexes, higher BMI was linked to higher IL-6 and CRP levels, and within the five biomarkers, IL-6 and CRP shared the most variance. CONCLUSION These findings point to sex-specific inflammatory profiles as a function of SUD that may provide new targets for intervention.
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Affiliation(s)
- April C May
- San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA; Department of Psychiatry, University of California, San Diego, San Diego, CA, USA.
| | | | | | - Namik Kirlic
- Laureate Institute for Brain Research, Tulsa, OK, USA
| | - Evan J White
- Laureate Institute for Brain Research, Tulsa, OK, USA
| | - Ryan Smith
- Laureate Institute for Brain Research, Tulsa, OK, USA
| | | | - Martin P Paulus
- Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, USA
| | - Jonathan Savitz
- Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, USA
| | - Jennifer L Stewart
- Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, USA
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26
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Zheng H, Bergamino M, Ford BN, Kuplicki R, Yeh FC, Bodurka J, Burrows K, Hunt PW, Teague TK, Irwin MR, Yolken RH, Paulus MP, Savitz J. Replicable association between human cytomegalovirus infection and reduced white matter fractional anisotropy in major depressive disorder. Neuropsychopharmacology 2021; 46:928-938. [PMID: 33500556 PMCID: PMC8115597 DOI: 10.1038/s41386-021-00971-1] [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] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 12/23/2020] [Accepted: 01/12/2021] [Indexed: 01/30/2023]
Abstract
Major depressive disorder (MDD) is associated with reductions in white matter microstructural integrity as measured by fractional anisotropy (FA), an index derived from diffusion tensor imaging (DTI). The neurotropic herpesvirus, human cytomegalovirus (HCMV), is a major cause of white matter pathology in immunosuppressed populations but its relationship with FA has never been tested in MDD despite the presence of inflammation and weakened antiviral immunity in a subset of depressed patients. We tested the relationship between FA and HCMV infection in two independent samples consisting of 176 individuals with MDD and 44 healthy controls (HC) (Discovery sample) and 88 participants with MDD and 48 HCs (Replication sample). Equal numbers of HCMV positive (HCMV+) and HCMV negative (HCMV-) groups within each sample were balanced on ten different clinical/demographic variables using propensity score matching. Anti-HCMV IgG antibodies were measured using a solid-phase ELISA. In the Discovery sample, significantly lower FA was observed in the right inferior fronto-occipital fasciculus (IFOF) in HCMV+ participants with MDD compared to HCMV- participants with MDD (cluster size 1316 mm3; pFWE < 0.05, d = -0.58). This association was confirmed in the replication sample by extracting the mean FA from this exact cluster and applying the identical statistical model (p < 0.05, d = -0.45). There was no significant effect of diagnosis or interaction between diagnosis and HCMV in either sample. The effect of chronic HCMV infection on white matter integrity may-in at-risk individuals-contribute to the psychopathology of depression. These findings may provide a novel target of intervention for a subgroup of patients with MDD.
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Affiliation(s)
- Haixia Zheng
- Laureate Institute for Brain Research, Tulsa, OK, USA.
| | - Maurizio Bergamino
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Division of Neuroimaging Research, Barrow Neurological Institute, Phoenix, AZ, USA
| | - Bart N Ford
- Laureate Institute for Brain Research, Tulsa, OK, USA
| | | | - Fang-Cheng Yeh
- Department of Neurological Surgery, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jerzy Bodurka
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK, USA
| | | | - Peter W Hunt
- Department of Medicine, School of Medicine, The University of California, San Francisco, San Francisco, CA, USA
| | - T Kent Teague
- Department of Surgery, University of Oklahoma School of Community Medicine, Tulsa, OK, USA
- Department of Psychiatry, University of Oklahoma School of Community Medicine, Tulsa, OK, USA
- Department of Biochemistry and Microbiology, Oklahoma State University Center for Health Sciences, Tulsa, OK, USA
| | - Michael R Irwin
- Cousins Center for Psychoneuroimmunology at UCLA, Los Angeles, CA, USA
- Semel Institute for Neuroscience at UCLA, Los Angeles, CA, USA
- David Geffen School of Medicine, Los Angeles, CA, USA
| | - Robert H Yolken
- Stanley Division of Developmental Neurovirology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Martin P Paulus
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, USA
| | - Jonathan Savitz
- Laureate Institute for Brain Research, Tulsa, OK, USA
- Oxley College of Health Sciences, The University of Tulsa, Tulsa, OK, USA
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27
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Burrows K, Stewart JL, Kuplicki R, Figueroa-Hall L, Spechler PA, Zheng H, Guinjoan SM, Savitz JB, Kent Teague T, Paulus MP. Elevated peripheral inflammation is associated with attenuated striatal reward anticipation in major depressive disorder. Brain Behav Immun 2021; 93:214-225. [PMID: 33508469 PMCID: PMC7979507 DOI: 10.1016/j.bbi.2021.01.016] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [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: 10/04/2020] [Revised: 12/30/2020] [Accepted: 01/13/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Major depressive disorder (MDD) is the leading cause of years lived with disability worldwide, and up to 40% of individuals with MDD do not respond to current treatments. Studies suggest that peripheral inflammation plays an important role in the striatal mesolimbic dopamine pathway and corticostriatal reward circuitry in MDD. Although MDD patients show blunted striatal responses to reward, the link between degree of inflammation and attenuation of reward processing is unclear. We investigated whether MDD patients with elevated peripheral inflammation exhibit attenuated reward responses to enhance our understanding of MDD pathophysiology and develop more effective treatments for current non-responders. METHODS MDD subjects varying on serum C-reactive protein (CRP) concentrations (MDD-High CRP, >3 mg/L, n = 44; MDD-Low CRP, <3 mg/L, n = 44) and healthy comparisons (HC, n = 44) completed a monetary incentive delay (MID) task and provided blood samples to measure inflammation-related markers. MDD-High and MDD-Low were propensity score-matched on age, sex, body mass index (BMI), smoking status, exercise and MID task head motion. Percent change in blood oxygen level-dependent (BOLD) signal during anticipation of wins and losses was extracted from bilateral nucleus accumbens, dorsal caudate and dorsolateral putamen regions of interest (ROIs). A linear mixed-effects model was used to test group (MDD-High, MDD-Low and HC), condition (large-win, small-win and no win), and their interaction for these ROIs as well as whole-brain voxelwise data. Analyses also tested group differences in inflammatory mediators. Correlations were used to explore the relationship between inflammatory mediators and brain regions showing differences between MDD-High and MDD-Low. RESULTS MDD-High exhibited: (a) lower BOLD signal change in dorsal caudate, thalamus, left insula and left precuneus during anticipation of small wins than MDD-Low; and (b) higher serum soluble intercellular adhesion molecule 1 (sICAM-1) and interleukin 6 (IL-6) concentrations than MDD-Low and HC. MDD as a whole, regardless of CRP-based inflammation, exhibited: (a) lower precuneus BOLD signal change to large wins than HC; and (b) higher Interleukin 1 receptor antagonist (IL-1ra), macrophage-derived chemokine (MDC) and macrophage inflammatory protein-1 alpha (MIP-1α) concentrations than HC. Higher serum sICAM-1 concentrations were associated with lower caudate BOLD signal change to small wins only within the MDD-High group. CONCLUSION Within MDD patients, high inflammation (CRP, sICAM-1) was linked to reduced striatal activation recruited to discriminate intermediate reward magnitudes. These findings support an association between levels of peripheral inflammation and the degree of reward-related activation in individuals with MDD. REGISTRATION OF CLINICAL TRIALS The ClinicalTrials.gov identifier for the clinical protocol associated with data published in this current paper is NCT02450240, "Latent Structure of Multi-level Assessments and Predictors of Outcomes in Psychiatric Disorders."
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Affiliation(s)
- Kaiping Burrows
- Laureate Institute for Brain Research, Tulsa, OK, United States.
| | - Jennifer L Stewart
- Laureate Institute for Brain Research, Tulsa, OK, United States; Department of Community Medicine, University of Tulsa, Tulsa, OK, United States
| | - Rayus Kuplicki
- Laureate Institute for Brain Research, Tulsa, OK, United States
| | | | | | - Haixia Zheng
- Laureate Institute for Brain Research, Tulsa, OK, United States
| | | | - Jonathan B Savitz
- Laureate Institute for Brain Research, Tulsa, OK, United States; Department of Community Medicine, University of Tulsa, Tulsa, OK, United States
| | - T Kent Teague
- Department of Surgery and Psychiatry, School of Community Medicine, The University of Oklahoma, Tulsa, OK, United States; Department of Biochemistry and Microbiology, The Oklahoma State University Center for Health Sciences, Tulsa, OK, United States; Department of Pharmaceutical Sciences, The University of Oklahoma College of Pharmacy, Oklahoma City, OK, United States
| | - Martin P Paulus
- Laureate Institute for Brain Research, Tulsa, OK, United States; Department of Community Medicine, University of Tulsa, Tulsa, OK, United States
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Berry P, Burrows K, Hall R, Gater A, Bradley H, Ward A, Tolley C, Delong P, Hsia EC. AB1332-HPR ASSESSING THE PATIENT EXPERIENCE OF LUPUS NEPHRITIS: DEVELOPMENT OF A CONCEPTUAL MODEL AND REVIEW OF EXISTING PATIENT-REPORTED OUTCOME (PRO) MEASURES. Ann Rheum Dis 2020. [DOI: 10.1136/annrheumdis-2020-eular.5634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Background:Lupus nephritis (LN) is an autoimmune disease characterized by inflammation of the kidneys as a result of systemic lupus erythematosus (SLE). Approximately 50% of SLE patients will develop LN, which is considered to be one of the most severe manifestations of SLE and the leading cause of morbidity and mortality in SLE. While there is ample existing evidence on disease experience and PROs used in extra-renal SLE, little research has been done in LN. Qualitative interviews with patients can help identify concepts that are both important and relevant to the patient. In order to effectively evaluate treatment benefit, it is critical that PRO measures used to assess such concepts and define clinical trial endpoints are fit for purpose and have strong evidence of content validity in the specific context of use.Objectives:The objective of this study was to understand the patient experience of LN and to identify and characterize the signs and symptoms of LN and their impact on health-related quality of life (HRQoL) through the development of a disease-specific conceptual model. This model was then used to evaluate the content validity of existing PRO measures available for use in LN.Methods:A structured literature search was conducted in Medline, Embase and PsycINFO to identify qualitative research articles documenting the patient experience of LN. PRO measures developed or commonly used to assess patient experiences of LN were also identified. Semi-structured concept elicitation interviews were conducted with 15 adult patients in the US with a clinician-confirmed diagnosis of LN (defined in accordance with established clinical guidelines). Supplementary qualitative data were also collected from a review of publicly available online blogs/forums. Findings were used to inform the development of a conceptual model detailing the impact of LN signs, symptoms and HRQoL and evaluate the validity of existing measures used within LN.Results:Searches revealed a paucity of qualitative research conducted with LN patients, supporting the need for prospective research in LN. Consistent with existing literature in SLE, the core signs and symptoms identified from the qualitative literature review, interviews and blog/forum review included joint pain, fatigue, joint stiffness, swelling (particularly in the extremities) and skin rashes. LN patients also reported urinary frequency, urgency, foamy urine and blood in their urine. Disease impact on physical functioning, activities of daily living, emotions, social life, work/finances and sleep were reported. PRO measures commonly used to evaluate patient experiences in LN included the SF-36, LupusQOL, LupusPRO, SLE Symptom Checklist, KDQoL and KSQ. Conceptual mapping of instruments against the newly developed conceptual model (Figure 1) highlighted that no single measure provides a comprehensive assessment of all symptoms/impact important to LN patients. Furthermore, items are largely focused on impact of symptoms with few items on symptom severity.Figure 1.Conceptual model of lupus nephritis symptoms and associated impactsConclusion:The presentation of signs and symptoms in LN patients appears similar to those reported in extra-renal SLE populations, with the addition of swelling and urinary symptoms. Qualitative research with LN patients guided the development of a comprehensive LN conceptual model outlining the disease experience from the patients’ perspective. These insights can be useful to inform PRO measurement strategies for clinical trials in LN.Acknowledgments:With thanks to Dr. Betty Diamond and Dr. David Wofsy for their collaboration and helpful insightsDisclosure of Interests:Pamela Berry Employee of: Janssen, Kate Burrows Consultant of: Adelphi Values a health outcomes research company commissioned by Janssen to conduct the research reported in this abstract, Rebecca Hall Consultant of: Adelphi Values a health outcomes research company commissioned by Janssen to conduct the research reported in this abstract., Adam Gater Consultant of: Adelphi Values a health outcomes research company commissioned by Janssen to conduct the research reported in this abstract, Helena Bradley Consultant of: Adelphi Values a health outcomes research company commissioned by Janssen to conduct the research reported in this abstract, Amy Ward Consultant of: Adelphi Values a health outcomes research company commissioned by Janssen to conduct the research reported in this abstract, Chloe Tolley Consultant of: Adelphi Values a health outcomes research company commissioned by Janssen to conduct the research reported in this abstract, Patricia Delong Employee of: Janssen, Elizabeth C Hsia Shareholder of: Johnson & Johnson, Employee of: Janssen Research & Development, LLC
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Burrows K, Stewart JL, Antonacci C, Kuplicki R, Thompson K, Taylor A, Teague TK, Paulus MP. Association of poorer dietary quality and higher dietary inflammation with greater symptom severity in depressed individuals with appetite loss. J Affect Disord 2020; 263:99-106. [PMID: 31818803 PMCID: PMC6989386 DOI: 10.1016/j.jad.2019.11.160] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [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: 06/24/2019] [Revised: 11/05/2019] [Accepted: 11/30/2019] [Indexed: 12/27/2022]
Abstract
BACKGROUND Major depressive disorder (MDD) is the leading cause of years lived with disability; however, little is known about its etiology to inform treatment. For a subset of MDD patients, appetite change and/or bodily inflammation may play a role in exacerbating symptoms. The goal of this study is to examine whether, relative to healthy comparisons (HC), MDD individuals with increased versus decreased appetite symptoms show a differential relationship between diet quality and inflammation. METHODS Unmedicated current MDD (n = 61) varying in appetite change (decrease (MDD-DE): n = 39; increase (MDD-IN): n = 22) and HC (n = 42) completed 24-hour dietary recall and state depression/anxiety measures. Healthy eating and dietary inflammatory indices were calculated from dietary reports. Blood samples measured five inflammation-related biomarkers. Analyses investigated between- and within-group differences in the Healthy Eating Index (HEI), the Dietary Inflammatory Index (DII), inflammation-related blood biomarkers, and symptom severity. RESULTS While both MDD-DE and MDD-IN exhibited lower HEI scores than HC, only MDD-IN showed higher plasma interleukin-1 receptor antagonist (IL-1RA) and interleukin-6 (IL-6) levels than HC. In contrast, MDD-DE exhibited higher DII scores than MDD-IN and HC. Within MDD-DE, greater symptom severity was associated with lower HEI and higher DII. LIMITATIONS Modest sample sizes and the cross-sectional study design limited power to detect within-MDD effects. CONCLUSIONS Although MDD, regardless of appetite change, is linked to poorer dietary quality, depression severity was related to dietary characteristics only in subjects who reported appetite loss. Thus, increasing the quality of dietary intake could be a treatment target for some individuals with depression.
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Affiliation(s)
- Kaiping Burrows
- Laureate Institute for Brain Research, Tulsa, OK, United States
| | | | - Chase Antonacci
- Laureate Institute for Brain Research, Tulsa, OK, United States; Washington University in St. Louis, St. Louis, MO, United States
| | - Rayus Kuplicki
- Laureate Institute for Brain Research, Tulsa, OK, United States
| | - Katie Thompson
- Laureate Institute for Brain Research, Tulsa, OK, United States
| | - Ashlee Taylor
- Integrative Immunology Center, School of Community Medicine, The University of Oklahoma, Tulsa, OK, United States
| | - T Kent Teague
- Integrative Immunology Center, School of Community Medicine, The University of Oklahoma, Tulsa, OK, United States; Departments of Surgery and Psychiatry, School of Community Medicine, The University of Oklahoma, Tulsa, OK, United States; Department of Biochemistry and Microbiology, The Oklahoma State University Center for Health Sciences, Tulsa, OK, United States; Department of Pharmaceutical Sciences, The University of Oklahoma College of Pharmacy, Oklahoma City, OK, United States
| | - Martin P Paulus
- Laureate Institute for Brain Research, Tulsa, OK, United States.
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Kerr KL, Cosgrove KT, Ratliff EL, Burrows K, Misaki M, Moore AJ, DeVille DC, Silk JS, Tapert SF, Bodurka J, Simmons WK, Morris AS. TEAMwork: Testing Emotional Attunement and Mutuality During Parent-Adolescent fMRI. Front Hum Neurosci 2020; 14:24. [PMID: 32116608 PMCID: PMC7018765 DOI: 10.3389/fnhum.2020.00024] [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] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2019] [Accepted: 01/20/2020] [Indexed: 11/13/2022] Open
Abstract
The parent-child relationship and family context influence the development of emotion regulation (ER) brain circuitry and related skills in children and adolescents. Although both parents' and children's ER neurocircuitry simultaneously affect how they interact with one another, neuroimaging studies of parent-child relationships typically include only one member of the dyad in brain imaging procedures. The current study examined brain activation related to parenting and ER in parent-adolescent dyads during concurrent fMRI scanning with a novel task - the Testing Emotional Attunement and Mutuality (TEAM) task. The TEAM task includes feedback trials indicating the other dyad member made an error, resulting in a monetary loss for both participants. Results indicate that positive parenting practices as reported by the adolescent were positively correlated with parents' hemodynamic activation of the ventromedial prefrontal cortex, a region related to empathy, during these error trials. Additionally, during feedback conditions both parents and adolescents exhibited fMRI activation in ER-related regions, including the dorsolateral prefrontal cortex, anterior insula, fusiform gyrus, thalamus, caudate, precuneus, and superior parietal lobule. Adolescents had higher left amygdala activation than parents during the feedback condition. These findings demonstrate the utility of dyadic fMRI scanning for investigating relational processes, particularly in the parent-child relationship.
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Affiliation(s)
- Kara L. Kerr
- Department of Human Development and Family Science, Oklahoma State University–Tulsa, Tulsa, OK, United States
| | - Kelly T. Cosgrove
- Laureate Institute for Brain Research, Tulsa, OK, United States
- Department of Psychology, The University of Tulsa, Tulsa, OK, United States
| | - Erin L. Ratliff
- Department of Human Development and Family Science, Oklahoma State University–Tulsa, Tulsa, OK, United States
| | - Kaiping Burrows
- Laureate Institute for Brain Research, Tulsa, OK, United States
| | - Masaya Misaki
- Laureate Institute for Brain Research, Tulsa, OK, United States
| | - Andrew J. Moore
- Laureate Institute for Brain Research, Tulsa, OK, United States
| | - Danielle C. DeVille
- Laureate Institute for Brain Research, Tulsa, OK, United States
- Department of Psychology, The University of Tulsa, Tulsa, OK, United States
| | - Jennifer S. Silk
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Susan F. Tapert
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Jerzy Bodurka
- Laureate Institute for Brain Research, Tulsa, OK, United States
- Stephenson School of Biomedical Engineering, The University of Oklahoma, Norman, OK, United States
| | - W. Kyle Simmons
- Janssen Research & Development, LLC, Johnson & Johnson, Inc., La Jolla, CA, United States
| | - Amanda Sheffield Morris
- Department of Human Development and Family Science, Oklahoma State University–Tulsa, Tulsa, OK, United States
- Laureate Institute for Brain Research, Tulsa, OK, United States
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Cosgrove K, Burrows K, Avery J, Kerr K, Deville D, Aupperle R, Teague T, Drevets W, Simmons W. Appetite change profiles in depression exhibit differential relationships between systemic inflammation and activity in reward and interoceptive neurocircuitry. Brain Behav Immun 2020; 83:163-171. [PMID: 31604141 PMCID: PMC6937709 DOI: 10.1016/j.bbi.2019.10.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2019] [Revised: 09/23/2019] [Accepted: 10/03/2019] [Indexed: 12/23/2022] Open
Abstract
Appetite change is a defining feature of major depressive disorder (MDD), yet little neuroscientific evidence exists to explain why some individuals experience increased appetite when they become depressed while others experience decreased appetite. Previous research suggests depression-related appetite changes can be indicative of underlying neural and inflammatory differences among MDD subtypes. The present study explores the relationship between systemic inflammation and brain circuitry supporting food hedonics for individuals with MDD. Sixty-four participants (31 current, unmedicated MDD and 33 healthy controls [HC]) provided blood samples for analysis of an inflammatory marker, C-reactive protein (CRP), and completed a functional magnetic resonance imaging (fMRI) scan in which they rated the perceived pleasantness of various food stimuli. Random-effects multivariate modeling was used to explore group differences in the relationship between CRP and the coupling between brain activity and inferred food pleasantness (i.e., strength of the relationship between activity and pleasantness ratings). Results revealed that for MDD with increased appetite, higher CRP in blood related to greater coupling between orbitofrontal cortex and anterior insula activity and inferred food pleasantness. Compared to HC, all MDD exhibited a stronger positive association between CRP and coupling between activity in striatum and inferred food pleasantness. These findings suggest that for individuals with MDD, systemic low-grade inflammation is associated with differences in reward and interoceptive-related neural circuitry when making hedonic inferences about food stimuli. In sum, altered immunologic states may affect appetite and inferences about food reward in individuals with MDD and provide evidence for physiological subtypes of MDD.
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Affiliation(s)
- K.T. Cosgrove
- Laureate Institute for Brain Research, 6655 S. Yale Ave. Tulsa, OK 74136, USA,Department of Psychology, University of Tulsa, 800 S. Tucker Dr. Tulsa, OK 74104, USA
| | - K. Burrows
- Laureate Institute for Brain Research, 6655 S. Yale Ave. Tulsa, OK 74136, USA
| | - J.A. Avery
- Laboratory of Brain and Cognition, National Institute of Mental Health, 10 Center Drive, Bethesda, MD 20892, USA
| | - K.L. Kerr
- Department of Human Development and Family Sciences, Oklahoma State University – Tulsa, 700 N. Greenwood Ave., Tulsa, OK 74106, USA
| | - D.C. Deville
- Laureate Institute for Brain Research, 6655 S. Yale Ave. Tulsa, OK 74136, USA,Department of Psychology, University of Tulsa, 800 S. Tucker Dr. Tulsa, OK 74104, USA
| | - R.L. Aupperle
- Laureate Institute for Brain Research, 6655 S. Yale Ave. Tulsa, OK 74136, USA,School of Community Medicine, University of Tulsa, 800 S. Tucker Dr. Tulsa, OK 74104, USA
| | - T.K. Teague
- School of Community Medicine, University of Oklahoma, 4502 E. 41st St. Tulsa, OK 74135, USA
| | - W.C. Drevets
- Janssen Research & Development, 3210 Merryfield Row San Diego, CA 92121, USA
| | - W.K. Simmons
- Janssen Research & Development, 3210 Merryfield Row San Diego, CA 92121, USA
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Cosgrove KT, Kerr KL, Aupperle RL, Ratliff EL, DeVille DC, Silk JS, Burrows K, Moore AJ, Antonacci C, Misaki M, Tapert SF, Bodurka J, Simmons WK, Morris AS. Corrigendum to "Always on my mind: Cross-brain associations of mental health symptoms during simultaneous parent-child scanning" [Dev. Cognit. Neurosci. 40 (December) (2019) 100729]. Dev Cogn Neurosci 2019; 41:100751. [PMID: 31999561 PMCID: PMC6994623 DOI: 10.1016/j.dcn.2019.100751] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Affiliation(s)
- Kelly T Cosgrove
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74136, United States; Department of Psychology, University of Tulsa, 800 S. Tucker Dr., Tulsa, OK, 74104, United States.
| | - Kara L Kerr
- Department of Human Development and Family Sciences, Oklahoma State University - Tulsa, 700 N. Greenwood Ave., Tulsa, OK, 74106, United States
| | - Robin L Aupperle
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74136, United States; School of Community Medicine, University of Tulsa, 800 S. Tucker Dr., Tulsa, OK, 74104, United States
| | - Erin L Ratliff
- Department of Human Development and Family Sciences, Oklahoma State University - Tulsa, 700 N. Greenwood Ave., Tulsa, OK, 74106, United States
| | - Danielle C DeVille
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74136, United States; Department of Psychology, University of Tulsa, 800 S. Tucker Dr., Tulsa, OK, 74104, United States
| | - Jennifer S Silk
- Department of Psychology, University of Pittsburgh, 4200 Fifth Ave., Pittsburgh, PA, 15260, United States
| | - Kaiping Burrows
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74136, United States
| | - Andrew J Moore
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74136, United States
| | - Chase Antonacci
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74136, United States
| | - Masaya Misaki
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74136, United States
| | - Susan F Tapert
- School of Medicine, University of California - San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, United States
| | - Jerzy Bodurka
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74136, United States; Stephenson School of Biomedical Engineering, University of Oklahoma, 110 W. Boyd, Norman, OK, 73019, United States
| | - W Kyle Simmons
- Janssen Research & Development, 3210 Merryfield Row, San Diego, CA, 92121, United States
| | - Amanda Sheffield Morris
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK, 74136, United States; Department of Human Development and Family Sciences, Oklahoma State University - Tulsa, 700 N. Greenwood Ave., Tulsa, OK, 74106, United States
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Cosgrove KT, Kerr KL, Aupperle RL, Ratliff EL, DeVille DC, Silk JS, Burrows K, Moore AJ, Antonacci C, Misaki M, Tapert SF, Bodurka J, Simmons WK, Morris AS. Always on my mind: Cross-brain associations of mental health symptoms during simultaneous parent-child scanning. Dev Cogn Neurosci 2019; 40:100729. [PMID: 31766006 PMCID: PMC6934088 DOI: 10.1016/j.dcn.2019.100729] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [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: 05/28/2019] [Revised: 10/24/2019] [Accepted: 11/03/2019] [Indexed: 11/26/2022] Open
Abstract
How parents manifest symptoms of anxiety or depression may affect how children learn to modulate their own distress, thereby influencing the children's risk for developing an anxiety or mood disorder. Conversely, children's mental health symptoms may impact parents' experiences of negative emotions. Therefore, mental health symptoms can have bidirectional effects in parent-child relationships, particularly during moments of distress or frustration (e.g., when a parent or child makes a costly mistake). The present study used simultaneous functional magnetic resonance imaging (fMRI) of parent-adolescent dyads to examine how brain activity when responding to each other's costly errors (i.e., dyadic error processing) may be associated with symptoms of anxiety and depression. While undergoing simultaneous fMRI scans, healthy dyads completed a task involving feigned errors that indicated their family member made a costly mistake. Inter-brain, random-effects multivariate modeling revealed that parents who exhibited decreased medial prefrontal cortex and posterior cingulate cortex activation when viewing their child's costly error response had children with more symptoms of depression and anxiety. Adolescents with increased anterior insula activation when viewing a costly error made by their parent had more anxious parents. These results reveal cross-brain associations between mental health symptomatology and brain activity during parent-child dyadic error processing.
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Affiliation(s)
- Kelly T Cosgrove
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK 74136, United States; Department of Psychology, University of Tulsa, 800 S. Tucker Dr., Tulsa, OK 74104, United States.
| | - Kara L Kerr
- Department of Human Development and Family Sciences, Oklahoma State University - Tulsa, 700 N. Greenwood Ave., Tulsa, OK 74106, United States
| | - Robin L Aupperle
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK 74136, United States; School of Community Medicine, University of Tulsa, 800 S. Tucker Dr., Tulsa, OK 74104, United States
| | - Erin L Ratliff
- Department of Human Development and Family Sciences, Oklahoma State University - Tulsa, 700 N. Greenwood Ave., Tulsa, OK 74106, United States
| | - Danielle C DeVille
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK 74136, United States; Department of Psychology, University of Tulsa, 800 S. Tucker Dr., Tulsa, OK 74104, United States
| | - Jennifer S Silk
- Department of Psychology, University of Pittsburgh, 4200 Fifth Ave., Pittsburgh, PA 15260, United States
| | - Kaiping Burrows
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK 74136, United States
| | - Andrew J Moore
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK 74136, United States
| | - Chase Antonacci
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK 74136, United States
| | - Masaya Misaki
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK 74136, United States
| | - Susan F Tapert
- School of Medicine, University of California - San Diego, 9500 Gilman Dr., La Jolla, CA 92093, United States
| | - Jerzy Bodurka
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK 74136, United States; Stephenson School of Biomedical Engineering, University of Oklahoma, 110 W. Boyd, Norman, OK 73019, United States
| | - W Kyle Simmons
- Janssen Research & Development, 3210 Merryfield Row, San Diego, CA 92121, United States
| | - Amanda Sheffield Morris
- Laureate Institute for Brain Research, 6655 S. Yale Ave., Tulsa, OK 74136, United States; Department of Human Development and Family Sciences, Oklahoma State University - Tulsa, 700 N. Greenwood Ave., Tulsa, OK 74106, United States
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DeVille DC, Kerr KL, Avery JA, Burrows K, Bodurka J, Feinstein JS, Khalsa SS, Paulus MP, Simmons WK. The Neural Bases of Interoceptive Encoding and Recall in Healthy Adults and Adults With Depression. Biol Psychiatry Cogn Neurosci Neuroimaging 2018; 3:546-554. [PMID: 29724684 PMCID: PMC6415753 DOI: 10.1016/j.bpsc.2018.03.010] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [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] [Received: 10/15/2017] [Revised: 03/07/2018] [Accepted: 03/09/2018] [Indexed: 01/24/2023]
Abstract
BACKGROUND Theoretical models assert that the brain's interoceptive network links external stimuli with their interoceptive consequences, thereby supporting later recall of these associations to guide the selection of healthy behaviors. If these accounts are correct, previously reported interoceptive abnormalities in major depressive disorder (MDD) should lead to altered recall of associations between external stimuli and their interoceptive (somatic) consequences. To date, the processes underlying interoceptive recall have never been experimentally investigated. METHODS We designed and implemented the Interoceptive Encoding and Recall task to compare interoceptive and exteroceptive recall among subjects with MDD (n = 24) and healthy comparison subjects (n = 21). During the encoding phase, subjects learned to pair neutral visual cues (geometric shapes) with aversive interoceptive and exteroceptive stimuli. Later, while undergoing functional magnetic resonance imaging, subjects were prompted to recall the stimulus associated with each shape. RESULTS Interoceptive recall, relative to exteroceptive recall, was associated with bilateral mid-to-posterior insula activation. Relative to the healthy control participants, participants with depression exhibited marked hypoactivation of the right dorsal mid-insula during interoceptive recall. CONCLUSIONS In healthy control subjects, simply recalling a stimulus associated with a previous interoceptive challenge activated a key region in the brain's interoceptive network. Although previous research has linked MDD with aberrant processing of interoceptive stimuli, the current study is the first to demonstrate that individuals with MDD exhibit decreased insula activity while recalling interoceptive memories. It is possible that insula hypoactivation during interoceptive recall may affect the representation of prior interoceptive experiences in ways that contribute to depressive symptomology and the relationship between depression and systemic health.
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Affiliation(s)
- Danielle C DeVille
- Laureate Institute for Brain Research, The University of Tulsa, Tulsa, Oklahoma; Department of Psychology, The University of Tulsa, Tulsa, Oklahoma
| | - Kara L Kerr
- Laureate Institute for Brain Research, The University of Tulsa, Tulsa, Oklahoma; Department of Psychology, The University of Tulsa, Tulsa, Oklahoma
| | - Jason A Avery
- Laureate Institute for Brain Research, The University of Tulsa, Tulsa, Oklahoma; Laboratory of Brain and Cognition, National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland
| | - Kaiping Burrows
- Laureate Institute for Brain Research, The University of Tulsa, Tulsa, Oklahoma
| | - Jerzy Bodurka
- Laureate Institute for Brain Research, The University of Tulsa, Tulsa, Oklahoma; College of Engineering, University of Oklahoma, Tulsa, Oklahoma
| | - Justin S Feinstein
- Laureate Institute for Brain Research, The University of Tulsa, Tulsa, Oklahoma; Oxley College of Health Sciences, The University of Tulsa, Tulsa, Oklahoma
| | - Sahib S Khalsa
- Laureate Institute for Brain Research, The University of Tulsa, Tulsa, Oklahoma; Oxley College of Health Sciences, The University of Tulsa, Tulsa, Oklahoma
| | - Martin P Paulus
- Laureate Institute for Brain Research, The University of Tulsa, Tulsa, Oklahoma; Oxley College of Health Sciences, The University of Tulsa, Tulsa, Oklahoma
| | - W Kyle Simmons
- Laureate Institute for Brain Research, The University of Tulsa, Tulsa, Oklahoma; Oxley College of Health Sciences, The University of Tulsa, Tulsa, Oklahoma.
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Burrows K, Antignano F, Bramhall M, Chenery A, Scheer S, Korinek V, Underhill TM, Zaph C. The transcriptional repressor HIC1 regulates intestinal immune homeostasis. Mucosal Immunol 2017; 10:1518-1528. [PMID: 28327618 DOI: 10.1038/mi.2017.17] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Accepted: 02/09/2017] [Indexed: 02/04/2023]
Abstract
The intestine is a unique immune environment that must respond to infectious organisms but remain tolerant to commensal microbes and food antigens. However, the molecular mechanisms that regulate immune cell function in the intestine remain unclear. Here we identify the POK/ZBTB family transcription factor hypermethylated in cancer 1 (HIC1, ZBTB29) as a central component of immunity and inflammation in the intestine. HIC1 is specifically expressed in immune cells in the intestinal lamina propria (LP) in the steady state and mice with a T-cell-specific deletion of HIC1 have reduced numbers of T cells in the LP. HIC1 expression is regulated by the Vitamin A metabolite retinoic acid, as mice raised on a Vitamin A-deficient diet lack HIC1-positive cells in the intestine. HIC1-deficient T cells overproduce IL-17A in vitro and in vivo, and fail to induce intestinal inflammation, identifying a critical role for HIC1 in the regulation of T-cell function in the intestinal microenvironment under both homeostatic and inflammatory conditions.
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Affiliation(s)
- K Burrows
- The Biomedical Research Centre, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - F Antignano
- The Biomedical Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - M Bramhall
- Infection and Immunity Program, Monash Biomedicine Discovery Institute, Clayton, Victoria, Australia.,Department of Biochemistry and Molecular Biology, School of Biomedical Sciences, Monash University, Clayton, Victoria, Australia
| | - A Chenery
- The Biomedical Research Centre, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - S Scheer
- Infection and Immunity Program, Monash Biomedicine Discovery Institute, Clayton, Victoria, Australia.,Department of Biochemistry and Molecular Biology, School of Biomedical Sciences, Monash University, Clayton, Victoria, Australia
| | - V Korinek
- Department of Cell and Developmental Biology, Institute of Molecular Genetics, Academy of Sciences of the Czech Republic, Prague, Czech Republic
| | - T M Underhill
- The Biomedical Research Centre, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Cellular &Physiological Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - C Zaph
- The Biomedical Research Centre, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada.,Infection and Immunity Program, Monash Biomedicine Discovery Institute, Clayton, Victoria, Australia.,Department of Biochemistry and Molecular Biology, School of Biomedical Sciences, Monash University, Clayton, Victoria, Australia
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Avery JA, Burrows K, Kerr KL, Bodurka J, Khalsa SS, Paulus MP, Simmons WK. How the Brain Wants What the Body Needs: The Neural Basis of Positive Alliesthesia. Neuropsychopharmacology 2017; 42:822-830. [PMID: 27427215 PMCID: PMC5312056 DOI: 10.1038/npp.2016.128] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2016] [Revised: 06/16/2016] [Accepted: 07/11/2016] [Indexed: 02/06/2023]
Abstract
Discontinuing unhealthy behaviors, such as overeating or drug use, depends upon an individual's ability to overcome the influence of environmental reward cues. The strength of that influence, however, varies greatly depending upon the internal state of the body. Characterizing the relationship between interoceptive signaling and shifting drug cue valuation provides an opportunity for understanding the neural bases of how changing internal states alter reward processing more generally. A total of 17 cigarette smokers rated the pleasantness of cigarette pictures when they were nicotine sated or nicotine abstinent. On both occasions, smokers also underwent functional magnetic resonance imaging (fMRI) scanning while performing a visceral interoceptive attention task and a resting-state functional connectivity scan. Hemodynamic, physiological, and behavioral parameters were compared between sated and abstinent scans. The relationships between changes in these parameters across scan sessions were also examined. Smokers rated cigarette pictures as significantly more pleasant while nicotine abstinent than while nicotine sated. Comparing abstinent with sated scans, smokers also exhibited significantly decreased mid-insula, amygdala, and orbitofrontal activity while attending to interoceptive signals from the body. Change in interoceptive activity within the left mid-insula predicted the increase in smoker's pleasantness ratings of cigarette cues. This increase in pleasantness ratings was also correlated with an increase in resting-state functional connectivity between the mid-insula and the ventral striatum and ventral pallidum. These findings support a model wherein interoceptive processing in the mid-insula of withdrawal signals from the body potentiates the motivational salience of reward cues through the recruitment of hedonic 'hot spots' within the brain's reward circuitry.
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Affiliation(s)
- Jason A Avery
- Laureate Institute for Brain Research, Tulsa, OK, USA
| | | | - Kara L Kerr
- Laureate Institute for Brain Research, Tulsa, OK, USA,Department of Psychology, The University of Tulsa, Tulsa, OK, USA
| | - Jerzy Bodurka
- Laureate Institute for Brain Research, Tulsa, OK, USA,College of Engineering, The University of Oklahoma, Tulsa, OK, USA
| | - Sahib S Khalsa
- Laureate Institute for Brain Research, Tulsa, OK, USA,School of Community Medicine, The University of Tulsa, Tulsa, OK, USA
| | | | - W Kyle Simmons
- Laureate Institute for Brain Research, Tulsa, OK, USA,School of Community Medicine, The University of Tulsa, Tulsa, OK, USA,Laureate Institute for Brain Research, 6655 South Yale Avenue, Tulsa, OK 74136–3326, USA, Tel: +1 918 502 5106, Fax: +1 918 502 5135, E-mail:
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Avery JA, Gotts SJ, Kerr KL, Burrows K, Ingeholm JE, Bodurka J, Martin A, Kyle Simmons W. Convergent gustatory and viscerosensory processing in the human dorsal mid-insula. Hum Brain Mapp 2017; 38:2150-2164. [PMID: 28070928 DOI: 10.1002/hbm.23510] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [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: 09/01/2016] [Revised: 12/16/2016] [Accepted: 12/21/2016] [Indexed: 11/06/2022] Open
Abstract
The homeostatic regulation of feeding behavior requires an organism to be able to integrate information from its internal environment, including peripheral visceral signals about the body's current energy needs, with information from its external environment, such as the palatability of energy-rich food stimuli. The insula, which serves as the brain's primary sensory cortex for representing both visceral signals from the body and taste signals from the mouth and tongue, is a likely candidate region in which this integration might occur. However, to date it has been unclear whether information from these two homeostatically critical faculties is merely co-represented in the human insula, or actually integrated there. Recent functional neuroimaging evidence of a common substrate for visceral interoception and taste perception within the human dorsal mid-insula suggests a model whereby a single population of neurons may integrate viscerosensory and gustatory signals. To test this model, we used fMRI-Adaptation to identify whether insula regions that exhibit repetition suppression following repeated interoception trials would then also exhibit adapted responses to subsequent gustatory stimuli. Multiple mid and anterior regions of the insula exhibited adaptation to interoceptive trials specifically, but only the dorsal mid-insula regions exhibited an adapted gustatory response following interoception. The discovery of this gustatory-interoceptive convergence within the neurons of the human insula supports the existence of a heretofore-undocumented neural pathway by which visceral signals from the periphery modulate the activity of brain regions involved in feeding behavior. Hum Brain Mapp 38:2150-2164, 2017. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
- Jason A Avery
- Laureate Institute for Brain Research, Tulsa, Oklahoma.,Department of Biological Sciences, The University of Tulsa, Tulsa, Oklahoma
| | - Stephen J Gotts
- Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland
| | - Kara L Kerr
- Laureate Institute for Brain Research, Tulsa, Oklahoma.,Department of Psychology, The University of Tulsa, Tulsa, Oklahoma
| | | | - John E Ingeholm
- Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland
| | - Jerzy Bodurka
- Laureate Institute for Brain Research, Tulsa, Oklahoma
| | - Alex Martin
- Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland
| | - W Kyle Simmons
- Laureate Institute for Brain Research, Tulsa, Oklahoma.,School of Community Medicine, The University of Tulsa, Tulsa, Oklahoma
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Simmons WK, Burrows K, Avery JA, Kerr KL, Bodurka J, Savage CR, Drevets WC. Depression-Related Increases and Decreases in Appetite: Dissociable Patterns of Aberrant Activity in Reward and Interoceptive Neurocircuitry. Am J Psychiatry 2016; 173:418-28. [PMID: 26806872 PMCID: PMC4818200 DOI: 10.1176/appi.ajp.2015.15020162] [Citation(s) in RCA: 125] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Appetite and weight changes are common but variable diagnostic markers in major depressive disorder: some depressed individuals manifest increased appetite, while others lose their appetite. Many of the brain regions implicated in appetitive responses to food have also been implicated in depression. It is thus remarkable that there exists no published research comparing the neural responses to food stimuli of depressed patients with increased versus decreased appetites. METHOD Using functional MRI, brain activity was compared in unmedicated depressed patients with increased or decreased appetite and healthy control subjects while viewing photographs of food and nonfood objects. The authors also measured how resting-state functional connectivity related to subjects' food pleasantness ratings. RESULTS Within putative reward regions, depressed participants with increased appetites exhibited greater hemodynamic activity to food stimuli than both those reporting appetite decreases and healthy control subjects. In contrast, depressed subjects experiencing appetite loss exhibited hypoactivation within a region of the mid-insula implicated in interoception, with no difference observed in this region between healthy subjects and those with depression-related appetite increases. Mid-insula activity was negatively correlated with food pleasantness ratings of depressed participants with increased appetites, and its functional connectivity to reward circuitry was positively correlated with food pleasantness ratings. CONCLUSIONS Depression-related increases in appetite are associated with hyperactivation of putative mesocorticolimbic reward circuitry, while depression-related appetite loss is associated with hypoactivation of insular regions that support monitoring the body's physiological state. Importantly, the interactions among these regions also contribute to individual differences in the depression-related appetite changes.
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Affiliation(s)
- W. Kyle Simmons
- Laureate Institute for Brain Research, Tulsa, OK
,Faculty of Community Medicine, The University of Tulsa, Tulsa, OK
| | | | | | - Kara L. Kerr
- Laureate Institute for Brain Research, Tulsa, OK
,Department of Psychology, The University of Tulsa, Tulsa, OK
| | - Jerzy Bodurka
- Laureate Institute for Brain Research, Tulsa, OK
,College of Engineering, The University of Oklahoma, Tulsa, OK
| | - Cary R. Savage
- Center for Health Behavior Neuroscience, Kansas University Medical Center, Kansas City, KS
| | - Wayne C. Drevets
- Janssen Pharmaceuticals, LLC., of Johnson & Johnson, Inc., Titusville, NJ
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Avery JA, Kerr KL, Ingeholm JE, Burrows K, Bodurka J, Simmons WK. A common gustatory and interoceptive representation in the human mid-insula. Hum Brain Mapp 2015; 36:2996-3006. [PMID: 25950427 DOI: 10.1002/hbm.22823] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [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: 08/29/2014] [Revised: 03/27/2015] [Accepted: 04/16/2015] [Indexed: 11/10/2022] Open
Abstract
The insula serves as the primary gustatory and viscerosensory region in the mammalian cortex. It receives visceral and gustatory afferent projections through dedicated brainstem and thalamic nuclei, which suggests a potential role as a site for homeostatic integration. For example, while human neuroimaging studies of gustation have implicated the dorsal mid-insular cortex as one of the primary gustatory regions in the insula, other recent studies have implicated this same region of the insula in interoception. This apparent convergence of gustatory and interoceptive information could reflect a common neural representation in the insula shared by both interoception and gustation. This idea finds support in translational studies in rodents, and may constitute a medium for integrating homeostatic information with feeding behavior. To assess this possibility, healthy volunteers were asked to undergo fMRI while performing tasks involving interoceptive attention to visceral sensations as well as a gustatory mapping task. Analysis of the unsmoothed, high-resolution fMRI data confirmed shared representations of gustatory and visceral interoception within the dorsal mid-insula. Group conjunction analysis revealed overlapping patterns of activation for both tasks in the dorsal mid-insula, and region-of-interest analyses confirmed that the dorsal mid-insula regions responsive for visceral interoception also exhibit strong responses to tastants.
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Affiliation(s)
- Jason A Avery
- Laureate Institute for Brain Research, Tulsa, Oklahoma, 74136.,Department of Biological Sciences, The University of Tulsa, Tulsa, Oklahoma, 74104
| | - Kara L Kerr
- Laureate Institute for Brain Research, Tulsa, Oklahoma, 74136.,Department of Psychology, The University of Tulsa, Tulsa, Oklahoma, 74104
| | - John E Ingeholm
- Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland, 20892
| | - Kaiping Burrows
- Laureate Institute for Brain Research, Tulsa, Oklahoma, 74136
| | - Jerzy Bodurka
- Laureate Institute for Brain Research, Tulsa, Oklahoma, 74136.,College of Engineering, The University of Oklahoma, Norman, Oklahoma, 73071.,Center for Biomedical Engineering, The University of Oklahoma, Norman, Oklahoma, 73071
| | - W Kyle Simmons
- Laureate Institute for Brain Research, Tulsa, Oklahoma, 74136.,Department of Community Medicine, The University of Tulsa, Tulsa, Oklahoma, 74104
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Jeong JK, Terleph TA, Burrows K, Tremere LA, Pinaud R. Expression and rapid experience-dependent regulation of type-A GABAergic receptors in the songbird auditory forebrain. Dev Neurobiol 2012; 71:803-17. [PMID: 21542134 DOI: 10.1002/dneu.20896] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
GABAergic transmission influences sensory processing and experience-dependent plasticity in the adult brain. Little is known about the functional organization of inhibitory circuits in the auditory forebrain of songbirds, a robust model extensively used in the study of central auditory processing of behaviorally relevant communication signals. In particular, no information is currently available on the expression and organization of GABAA receptor-expressing neurons. Here, we studied the distribution and regulation of GABAA receptors in the songbird auditory forebrain, with a specific focus on α5, a subunit implicated in tonic inhibition and sensory learning. We obtained a zebra finch cDNA that encodes the α5-subunit (GABRA5) and carried out a detailed analysis of its expression via in situ hybridization. GABRA5 was highly expressed in the caudomedial nidopallium (NCM), caudomedial mesopallium, and field L2. Using double fluorescence in situ hybridization, we demonstrate that a large fraction of GABRA5-expressing neurons is engaged by auditory experience, as revealed by the song-induced expression of the activity-dependent gene zenk. Remarkably, we also found that α5 expression is rapidly regulated by sensory stimulation: 30 min of conspecific song playbacks significantly increase the number of GABRA5-expressing neurons in NCM, but not in other auditory areas. This effect is selective for α5, but not γ2 transcripts. Our results suggest that α5-containing GABAA receptors likely play a key role in central auditory processing and may contribute to the experience-dependent plasticity underlying auditory learning.
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Affiliation(s)
- Jin Kwon Jeong
- Department of Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma 73104, USA
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Tremere LA, Burrows K, Jeong JK, Pinaud R. Organization of Estrogen-Associated Circuits in the Mouse Primary Auditory Cortex. J Exp Neurosci 2011; 2011:45-60. [PMID: 22545003 DOI: 10.4137/jen.s7744] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Sex steroid hormones influence the perceptual processing of sensory signals in vertebrates. In particular, decades of research have shown that circulating levels of estrogen correlate with hearing function. The mechanisms and sites of action supporting this sensory-neuroendocrine modulation, however, remain unknown. Here we combined a molecular cloning strategy, fluorescence in-situ hybridization and unbiased quantification methods to show that estrogen-producing and -sensitive neurons heavily populate the adult mouse primary auditory cortex (AI). We also show that auditory experience in freely-behaving animals engages estrogen-producing and -sensitive neurons in AI. These estrogen-associated networks are greatly stable, and do not quantitatively change as a result of acute episodes of sensory experience. We further demonstrate the neurochemical identity of estrogen-producing and estrogen-sensitive neurons in AI and show that these cell populations are phenotypically distinct. Our findings provide the first direct demonstration that estrogen-associated circuits are highly prevalent and engaged by sensory experience in the mouse auditory cortex, and suggest that previous correlations between estrogen levels and hearing function may be related to brain-generated hormone production. Finally, our findings suggest that estrogenic modulation may be a central component of the operational framework of central auditory networks.
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Affiliation(s)
- Liisa A Tremere
- Departments of Physiology, Geriatric Medicine and ROCA, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
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Jeong JK, Burrows K, Tremere LA, Pinaud R. Neurochemical organization and experience-dependent activation of estrogen-associated circuits in the songbird auditory forebrain. Eur J Neurosci 2011; 34:283-91. [PMID: 21707790 DOI: 10.1111/j.1460-9568.2011.07743.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The classic steroid hormone estradiol is rapidly produced by central auditory neurons in the songbird brain and instantaneously modulates auditory coding to enhance the neural and behavioral discrimination of acoustic signals. Although recent advances highlight novel roles for estradiol in the regulation of central auditory processing, current knowledge on the functional and neurochemical organization of estrogen-associated circuits, as well as the impact of sensory experience in these auditory forebrain networks, remains very limited. Here we show that both estrogen-producing and -sensitive neurons are highly expressed in the caudomedial nidopallium (NCM), the zebra finch analog of the mammalian auditory association cortex, but not other auditory forebrain areas. We further demonstrate that auditory experience primarily engages estrogen-producing, and to a lesser extent, estrogen-responsive neurons in NCM, that these neuronal populations moderately overlap and that acute episodes of sensory experience do not quantitatively affect these circuits. Finally, we show that whereas estrogen-producing cells are neurochemically heterogeneous, estrogen-sensitive neurons are primarily glutamatergic. These findings reveal the neurochemical and functional organization of estrogen-associated circuits in the auditory forebrain, demonstrate their activation and stability in response to sensory experience in behaving animals, and highlight estrogenic circuits as fundamental components of central networks supporting sensory processing.
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Affiliation(s)
- Jin Kwon Jeong
- Departments of Physiology and Geriatric Medicine, and Reynolds Oklahoma Center on Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
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Rollason J, Bastin L, Hilton A, Pillay D, Worthington T, McKeon C, De P, Burrows K, Lambert P. Epidemiology of community-acquired meticillin-resistant Staphylococcus aureus obtained from the UK West Midlands region. J Hosp Infect 2008; 70:314-20. [DOI: 10.1016/j.jhin.2008.08.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2008] [Accepted: 08/05/2008] [Indexed: 11/29/2022]
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Heywood P, Cutler J, Burrows K, Komorowski C, Marshall B, Wang HL. A community outbreak of travel-acquired hepatitis A transmitted by an infected food handler. Can Commun Dis Rep 2007; 33:16-22. [PMID: 18161205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Affiliation(s)
- P Heywood
- Region of Waterloo Public Health, Waterloo, Ontario, Canada
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Orange K, De P, Pillay D, Raja N, Burrows K. Evaluation of a primary screening method for detection of ESBL/AmpC beta-lactamases in routine urinalysis using a multipoint method. J Infect 2007. [DOI: 10.1016/j.jinf.2007.04.063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Burrows K, Danjoux C, Bezjak A, Wong F, Wu J, Duncan G, Samant R, Wright J, Wonq R. 202 Research and professional development: Video/phone Conference as a format for advancements in palliative radiotherapy. Radiother Oncol 2006. [DOI: 10.1016/s0167-8140(06)80943-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Christensen E, Maddix K, Scott S, Cops F, Burrows K, Wang L, Grabarz D, Wong R. 240 A prospective cohort study to describe the factors predictive of interruption during fluoroscopic simulation for palliative radio-therapy. Radiother Oncol 2006. [DOI: 10.1016/s0167-8140(06)80981-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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