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Wang JX, Fu L, Lei Q, Zhuang JY. Ovarian hormones predict cooperative strategies updating during multiple rounds of the prisoner's dilemma. Acta Psychol (Amst) 2024; 247:104307. [PMID: 38759584 DOI: 10.1016/j.actpsy.2024.104307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 04/29/2024] [Accepted: 05/07/2024] [Indexed: 05/19/2024] Open
Abstract
Increasing research has focused on how ovarian hormones influence individual prosocial motivation and cooperation. However, most results remain ambiguous and contradictory. Here, we collected progesterone (PROG) and oestradiol from 62 healthy women with regular menstrual cycles to explore whether variations in ovarian hormones could flexibly change their cooperative preference according to their opponents' strategies in multiple rounds of a prisoner's dilemma (PD) game. Participants in different menstrual phases (32 in the follicular phase [FP] and 30 in the luteal phase [LP]) were asked to complete 20 rounds of PD games with each of three computer opponents holding different cooperative strategies. The results revealed that in PD games that did not require cooperation for increased outcomes, women in the LP (high PROG) reduced their cooperation rate more significantly than women in the FP (low PROG). In contrast, when the game design required reciprocity, simultaneously elevated levels of PROG and oestradiol predicted greater instances of participants choosing to cooperate. Furthermore, we found that elevated PROG levels accounted for women's elevated prosocial choices, regardless of the need to increase outcomes through cooperation. These results implied higher levels of PROG and oestradiol influence women's cooperative strategies resulting in increased social interactions.
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Affiliation(s)
- Jia-Xi Wang
- Mental Health Education Center, Beijing Technology and Business University, Beijing 100048, China.
| | - Lulu Fu
- Department of Psychology, East China Normal University, Shanghai 200062, China
| | - Qin Lei
- Department of Psychology, East China Normal University, Shanghai 200062, China
| | - Jin-Ying Zhuang
- Department of Psychology, East China Normal University, Shanghai 200062, China.
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Reuveni I, Dan R, Canetti L, Bick AS, Segman R, Azoulay M, Kalla C, Bonne O, Goelman G. Aberrant Intrinsic Brain Network Functional Connectivity During a Face-Matching Task in Women Diagnosed With Premenstrual Dysphoric Disorder. Biol Psychiatry 2023; 94:492-500. [PMID: 37031779 DOI: 10.1016/j.biopsych.2023.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 03/11/2023] [Accepted: 04/01/2023] [Indexed: 04/11/2023]
Abstract
BACKGROUND Premenstrual dysphoric disorder (PMDD) is characterized by affective, cognitive, and physical symptoms, suggesting alterations at the brain network level. Women with PMDD demonstrate aberrant discrimination of facial emotions during the luteal phase of the menstrual cycle and altered reactivity to emotional stimuli. However, previous studies assessing emotional task-related brain reactivity using region-of-interest or whole-brain analysis have reported conflicting findings. Therefore, we utilized both region-of-interest task-reactivity and seed-voxel functional connectivity (FC) approaches to test for differences in the default mode network, salience network, and central executive network between women with PMDD and control participants during an emotional-processing task that yields an optimal setup for investigating brain network changes in PMDD. METHODS Twenty-four women with PMDD and 27 control participants were classified according to the Daily Record of Severity of Problems. Participants underwent functional magnetic resonance imaging scans while completing the emotional face-matching task during the midfollicular and late-luteal phases of their menstrual cycle. RESULTS No significant between-group differences in brain reactivity were found using region-of-interest analysis. In the FC analysis, a main effect of diagnosis was found showing decreased default mode network connectivity, increased salience network connectivity, and decreased central executive network connectivity in women with PMDD compared with control participants. A significant interaction between menstrual cycle phase and diagnosis was found in the central executive network for right posterior parietal cortex and left inferior lateral occipital cortex connectivity. A post hoc analysis revealed stronger FC during the midfollicular than the late-luteal phase of PMDD. CONCLUSIONS Aberrant FC in the 3 brain networks involved in PMDD may indicate vulnerability to experience affective and cognitive symptoms of the disorder.
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Affiliation(s)
- Inbal Reuveni
- Department of Psychiatry, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Rotem Dan
- Edmond and Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel; Department of Neurology, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Laura Canetti
- Department of Psychiatry, Hadassah Hebrew University Medical Center, Jerusalem, Israel; Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Atira S Bick
- Department of Neurology, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Ronen Segman
- Department of Psychiatry, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Moria Azoulay
- Department of Psychiatry, Hadassah Hebrew University Medical Center, Jerusalem, Israel; Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Carmel Kalla
- Department of Psychiatry, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Omer Bonne
- Department of Psychiatry, Hadassah Hebrew University Medical Center, Jerusalem, Israel.
| | - Gadi Goelman
- Department of Neurology, Hadassah Hebrew University Medical Center, Jerusalem, Israel
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Casto KV, Jordan T, Petersen N. Hormone-based models for comparing menstrual cycle and hormonal contraceptive effects on human resting-state functional connectivity. Front Neuroendocrinol 2022; 67:101036. [PMID: 36126748 PMCID: PMC9649880 DOI: 10.1016/j.yfrne.2022.101036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 09/07/2022] [Accepted: 09/12/2022] [Indexed: 11/19/2022]
Abstract
Oral contraceptives (OCs) are widely used yet understudied given their potential for public health consequences. Emerging investigations scaling from single-subject, dense-sampling neuroimaging studies to population-level metrics have linked OCs to altered brain structure and function. Modeling the hypogonadal, hypergonadal, or mixed state effects of OCs in terms of their impact on hormone action in the brain is a valuable approach to synthesizing results across neuroimaging studies and comparing OC effects to companion findings from research on menstrual cycle phase effects on brain anatomy and function. Resting-state functional connectivity studies provide a powerful tool to evaluate the role of OCs on the intrinsic network connectivity that underlies multiple behavioral domains. The preponderance (but not consensus) of the current literature indicates that (1) as the menstrual cycle proceeds from a low to high progesterone state, prefrontal connectivity increases and parietal connectivity decreases; (2) OCs tend to mimic this connectivity pattern; therefore (3) OCs may produce a hyperprogestogenic state in the brain, in spite of overall reductions in endogenous steroid hormone levels. Alternative models are also considered.
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Affiliation(s)
- Kathleen V Casto
- Social Sciences Division, New College of Florida, 5800 Bay Shore Road, Sarasota, FL 34243, USA
| | - Timothy Jordan
- Department of Psychiatry & Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, 760 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Nicole Petersen
- Department of Psychiatry & Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, 760 Westwood Plaza, Los Angeles, CA 90095, USA.
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Wang ZW, Yin ZH, Wang X, Zhang YT, Xu T, Du JR, Wen Y, Liao HQ, Zhao Y, Liang FR, Zhao L. Brain structural and functional changes during menstrual migraine: Relationships with pain. Front Mol Neurosci 2022; 15:967103. [PMID: 36187356 PMCID: PMC9515315 DOI: 10.3389/fnmol.2022.967103] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Accepted: 08/25/2022] [Indexed: 12/21/2022] Open
Abstract
Objectives Menstrual migraine (MM) is a special type of migraine associated with the ovarian cycle, which imposes a marked burden on female patients. However, the pathogenesis of MM is not completely understood. We investigated gray matter volume (GMV) and functional connectivity (FC) alterations in patients with MM to explore whether there are changes in resting-state FC (rsFC) in brain regions with structural GMV abnormalities and investigated their relevance to pain and concomitant symptoms. Methods Seventy-five patients with MM and 54 female healthy controls underwent functional magnetic resonance imaging and examination. The patients completed a patient’s headache diary, which included the frequency of migraine attacks, a visual analog scale for pain, a self-rating anxiety scale, and a self-rating depression scale. We used voxel-based morphometry (VBM) to examine the GMV differences between the MM and healthy control groups. The identified brain areas were selected as seeds to assess functional changes in the MM group. Correlation analysis between the altered VBM/rsFC and clinical outcomes was performed. Results Compared with healthy controls, patients with MM showed decreased GMV in the right anterior cingulum cortex (ACC) and increased GMV in the right superior parietal cortex. Pearson’s correlation analysis illustrated that only GMV in the right ACC was associated with visual analogue scale pain scores in the MM group. RsFC with the ACC as the seed showed that patients with MM exhibited increased FC between the ACC and the left inferior temporal gyrus, bilateral angular gyrus, and right precuneus. Correlation analysis showed that the change in FC between the right ACC and the right precuneus was positively correlated with headache frequency, and the change in FC between the right ACC and the right angular gyrus was positively correlated with the depression score. Conclusion Our results suggested that the ACC may be an important biomarker in MM, and its structural and functional impairments are significantly associated with the severity of pain and pain-related impairment of emotion in patients with MM. These findings demonstrated that headache-associated structural and functional abnormalities in the ACC may can provide integrative evidence on the physiological mechanisms of MM.
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Affiliation(s)
- Zi-wen Wang
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Sichuan Provincial Acupuncture Clinical Medicine Research Center, Chengdu, China
| | - Zi-han Yin
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Sichuan Provincial Acupuncture Clinical Medicine Research Center, Chengdu, China
| | - Xiao Wang
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yu-tong Zhang
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Sichuan Provincial Acupuncture Clinical Medicine Research Center, Chengdu, China
| | - Tao Xu
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Sichuan Provincial Acupuncture Clinical Medicine Research Center, Chengdu, China
| | - Jia-rong Du
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yi Wen
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Hua-qiang Liao
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yu Zhao
- Chengdu Integrated Traditional Chinese Medicine and Western Medicine Hospital, Chengdu, China
| | - Fan-rong Liang
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Sichuan Provincial Acupuncture Clinical Medicine Research Center, Chengdu, China
- Fan-rong Liang,
| | - Ling Zhao
- Acupuncture and Tuina School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Sichuan Provincial Acupuncture Clinical Medicine Research Center, Chengdu, China
- *Correspondence: Ling Zhao,
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Xu M, Chen D, Li H, Wang H, Yang LZ. The Cycling Brain in the Workplace: Does Workload Modulate the Menstrual Cycle Effect on Cognition? Front Behav Neurosci 2022; 16:856276. [PMID: 35722191 PMCID: PMC9201761 DOI: 10.3389/fnbeh.2022.856276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 05/06/2022] [Indexed: 11/24/2022] Open
Abstract
Recent decades have witnessed increased research efforts to clarify how the menstrual cycle influence females’ cognitive and emotional functions. Despite noticeable progress, the research field faces the challenges of inconsistency and low generalizability of research findings. Females of reproductive ages are a heterogeneous population. Generalizing the results of female undergraduates to women in the workplace might be problematic. Furthermore, the critical cognitive processes for daily life and work deserve additional research efforts for improved ecological validity. Thus, this study investigates cognitive performance across the menstrual cycle using a sample of young nurses with similar duties. We developed a mini-computerized cognitive battery to assess four mental skills critical for nursing work: cognitive flexibility, divided attention, response inhibition, and working memory. Participants completed the cognitive battery at menses, late-follicular, and mid-luteal phases. In addition, they were classified into low- and high workload groups according to their subjective workload ratings. Our results demonstrate a general mid-luteal cognitive advantage. Besides, this study reveals preliminary evidence that workload modulates the menstrual cycle effect on cognition. Only females of low workload manifest the mid-luteal cognitive advantage on divided attention and response inhibition, implying that a suitable workload threshold might be necessary for regular neuro-steroid interactions. Thus, this study advocates the significance of research focusing on the cycling brain under workloads.
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Affiliation(s)
- Min Xu
- Bengbu Medical College, Bengbu, China
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, China
- Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China
| | - Dandan Chen
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, China
| | - Hai Li
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, China
- Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China
| | - Hongzhi Wang
- Bengbu Medical College, Bengbu, China
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, China
- Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China
- *Correspondence: Hongzhi Wang,
| | - Li-Zhuang Yang
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, China
- Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, China
- Li-Zhuang Yang,
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Marchant IC, Chabert S, Martínez-Pinto J, Sotomayor-Zárate R, Ramírez-Barrantes R, Acevedo L, Córdova C, Olivero P. Estrogen, Cognitive Performance, and Functional Imaging Studies: What Are We Missing About Neuroprotection? Front Cell Neurosci 2022; 16:866122. [PMID: 35634466 PMCID: PMC9133497 DOI: 10.3389/fncel.2022.866122] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 03/08/2022] [Indexed: 01/20/2023] Open
Abstract
Menopause transition can be interpreted as a vulnerable state characterized by estrogen deficiency with detrimental systemic effects as the low-grade chronic inflammation that appears with aging and partly explains age-related disorders as cancer, diabetes mellitus and increased risk of cognitive impairment. Over the course of a lifetime, estrogen produces several beneficial effects in healthy neurological tissues as well as cardioprotective effects, and anti-inflammatory effects. However, clinical evidence on the efficacy of hormone treatment in menopausal women has failed to confirm the benefit reported in observational studies. Unambiguously, enhanced verbal memory is the most robust finding from longitudinal and cross-sectional studies, what merits consideration for future studies aiming to determine estrogen neuroprotective efficacy. Estrogen related brain activity and functional connectivity remain, however, unexplored. In this context, the resting state paradigm may provide valuable information about reproductive aging and hormonal treatment effects, and their relationship with brain imaging of functional connectivity may be key to understand and anticipate estrogen cognitive protective effects. To go in-depth into the molecular and cellular mechanisms underlying rapid-to-long lasting protective effects of estrogen, we will provide a comprehensive review of cognitive tasks used in animal studies to evaluate the effect of hormone treatment on cognitive performance and discuss about the tasks best suited to the demonstration of clinically significant differences in cognitive performance to be applied in human studies. Eventually, we will focus on studies evaluating the DMN activity and responsiveness to pharmacological stimulation in humans.
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Affiliation(s)
- Ivanny Carolina Marchant
- Laboratorio de Modelamiento en Medicina, Escuela de Medicina, Universidad de Valparaíso, Viña del Mar, Chile
- Centro Interoperativo en Ciencias Odontológicas y Médicas, Universidad de Valparaíso, Valparaíso, Chile
- *Correspondence: Ivanny Carolina Marchant
| | - Stéren Chabert
- Millennium Nucleus in Cardiovascular Magnetic Resonance, Santiago, Chile
- Escuela de Ingeniería Biomédica, Universidad de Valparaiso, Valparaíso, Chile
- Centro de Investigación y Desarrollo en Ingeniería en Salud, Universidad de Valparaíso, Valparaíso, Chile
| | - Jonathan Martínez-Pinto
- Centro de Neurobiología y Fisiopatología Integrativa, Valparaíso, Chile
- Laboratorio de Neuroquímica y Neurofarmacología, Facultad de Ciencias, Universidad de Valparaíso, Valparaiso, Chile
- Instituto de Fisiología, Facultad de Ciencias, Universidad de Valparaíso, Valparaíso, Chile
| | - Ramón Sotomayor-Zárate
- Centro de Neurobiología y Fisiopatología Integrativa, Valparaíso, Chile
- Laboratorio de Neuroquímica y Neurofarmacología, Facultad de Ciencias, Universidad de Valparaíso, Valparaiso, Chile
- Instituto de Fisiología, Facultad de Ciencias, Universidad de Valparaíso, Valparaíso, Chile
| | | | - Lilian Acevedo
- Servicio de Neurología Hospital Carlos van Buren, Valparaíso, Chile
| | - Claudio Córdova
- Laboratorio de Estructura y Función Celular, Escuela de Medicina, Universidad de Valparaíso, Valparaíso, Chile
| | - Pablo Olivero
- Centro Interoperativo en Ciencias Odontológicas y Médicas, Universidad de Valparaíso, Valparaíso, Chile
- Laboratorio de Estructura y Función Celular, Escuela de Medicina, Universidad de Valparaíso, Valparaíso, Chile
- Pablo Olivero
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Sikes-Keilp C, Rubinow DR. In search of sex-related mediators of affective illness. Biol Sex Differ 2021; 12:55. [PMID: 34663459 PMCID: PMC8524875 DOI: 10.1186/s13293-021-00400-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 10/08/2021] [Indexed: 12/25/2022] Open
Abstract
Sex differences in the rates of affective disorders have been recognized for decades. Studies of physiologic sex-related differences in animals and humans, however, have generally yielded little in terms of explaining these differences. Furthermore, the significance of these findings is difficult to interpret given the dynamic, integrative, and highly context-dependent nature of human physiology. In this article, we provide an overview of the current literature on sex differences as they relate to mood disorders, organizing existing findings into five levels at which sex differences conceivably influence physiology relevant to affective states. These levels include the following: brain structure, network connectivity, signal transduction, transcription/translation, and epigenesis. We then evaluate the importance and limitations of this body of work, as well as offer perspectives on the future of research into sex differences. In creating this overview, we attempt to bring perspective to a body of research that is complex, poorly synthesized, and far from complete, as well as provide a theoretical framework for thinking about the role that sex differences ultimately play in affective regulation. Despite the overall gaps regarding both the underlying pathogenesis of affective illness and the role of sex-related factors in the development of affective disorders, it is evident that sex should be considered as an important contributor to alterations in neural function giving rise to susceptibility to and expression of depression.
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Affiliation(s)
| | - David R Rubinow
- Department of Psychiatry, University of North Carolina, Chapel Hill, NC, USA.
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Wang JX, Zhuang JY, Fu L, Lei Q, Fan M, Zhang W. How ovarian hormones influence the behavioral activation and inhibition system through the dopamine pathway. PLoS One 2020; 15:e0237032. [PMID: 32790683 PMCID: PMC7425921 DOI: 10.1371/journal.pone.0237032] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 07/18/2020] [Indexed: 11/19/2022] Open
Abstract
The behavioral activation system (BAS) and the behavioral inhibition system (BIS) have been proposed to relate to stable traits that predict inter-individual differences in motivation. Prior reports point dopamine (DA) pathways, mainly including ventral tegmental area (VTA) and substantia nigra (SN), implicate in subserving reward-related functions associated with BAS and inhibitory functions related with BIS. However, as an important factor that affects DA releasing, it remains an open question whether the ovarian hormones may also be related to BIS/BAS. Here, to investigate effects of the estradiol (E2) and progesterone (PROG) on BIS/BAS and related DA pathways, we employed a BIS/BAS scale and the resting-state functional magnetic resonance imaging (fMRI) during the late follicular phase (FP) and the mid-luteal phase (LP). On the behavioral level, when women had high PROG levels, their E2 levels were found positively correlated with BIS scores, but those women whose PROG levels were low, their E2 levels were negative correlation with BIS scores. On the neural level, we demonstrated BAS was related with the VTA pathway, included brain reward regions of nucleus accumbens (NAc) and orbitofrontal cortex (OFC). Meanwhile, the BIS was correlated with the SN-dorsolateral prefrontal cortex (dlPFC) pathway. ROI-based resting-state functional connectivity (RSFC) analyses further revealed that, RSFC between the SN and dlPFC was modulated by ovarian hormones. With higher PROG levels, increased E2 levels among women were accompanied by stronger RSFC of the SN-dlPFC, but when PROG levels were low, E2 levels were negatively correlated with the SN-dlPFC RSFC. These findings revealed a combined enhancement effect of E2 and PROG on BIS, and the SN-dlPFC pathway was mainly involved in this process.
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Affiliation(s)
- Jia-Xi Wang
- School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
| | - Jin-Ying Zhuang
- School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
| | - Lulu Fu
- School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
| | - Qin Lei
- School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
| | - Mingxia Fan
- Department of Physics, Shanghai Key Laboratory of Magnetic Resonance, East China Normal University, Shanghai, China
| | - Weidong Zhang
- School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
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