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Lin Y, Luo X, Wang F, Cai H, Lin Y, Kang D, Fang W. Sex differences in cognition, anxiety-phenotype and therapeutic effect of metformin in the aged apoE-TR mice. Biol Sex Differ 2025; 16:3. [PMID: 39833961 PMCID: PMC11744935 DOI: 10.1186/s13293-025-00684-w] [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: 11/12/2024] [Accepted: 01/05/2025] [Indexed: 01/22/2025] Open
Abstract
BACKGROUND Apolipoprotein E4 (ApoE4) is associated with an increased risk of Alzheimer's disease (AD), depression, and anxiety, which were reported to improve after the administration of metformin. However, sex influence on the effect of ApoE4 and metformin on cognition and mental health is poorly understood. METHODS ApoE3-TR and apoE4-TR mice of both sexes were randomly assigned to the normal saline and metformin groups from 13 months to 18 months of age. Behavior tests (MWM, EPM, OFT, TST, FST) were conducted to assess cognition, anxiety, and depression-like behaviors. The mice's blood glucose was also recorded. RESULTS Male aged apoE4-TR mice are more vulnerable to cognitive decline than females. Metformin improves the spatial memory of female, but not male apoE3-TR mice and female apoE4-TR mice while aggravating the cognitive impairment of male apoE4-TR mice. The anxiety-like phenotypes in male apoE4-TR mice are more severe than in male apoE3-TR mice, while metformin ameliorates the anxiety-like behaviors in the male apoE4-TR mice but not in male apoE3-TR mice. In addition, metformin alleviates depression-like behaviors in male and female apoE4-TR mice. The hypoglycemic effect of metformin is insignificant in both male and female apoE4-TR mice. CONCLUSIONS Male sex exacerbates APOE4-related cognitive impairment and anxiety in aged mice and is insensitive to the cognition improvement effect of metformin in the aged apoE3 mice. Male sex with APOE4 may experience more severe cognitive impairment after treatment with metformin while sensitive to the anti-anxiety effects of metformin. These findings identify sex-specific effects on ApoE4-based dementia, anxiety prevention, and therapy, emphasizing the importance of further sex dimension analyses in vivo and clinical studies.
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Affiliation(s)
- Yingbin Lin
- Department of Neurosurgery, Neurosurgery Research Institute, Institute of Neurology, Fujian Provincial Institutes of Brain Disorders and Brain Sciences, The First Affiliated Hospital, Binhai Branch of National Regional Medical Center, Fujian Medical University, Fuzhou, Fujian, 350005, China.
| | - Xinqun Luo
- Department of Neurosurgery, Neurosurgery Research Institute, Institute of Neurology, Fujian Provincial Institutes of Brain Disorders and Brain Sciences, The First Affiliated Hospital, Binhai Branch of National Regional Medical Center, Fujian Medical University, Fuzhou, Fujian, 350005, China
| | - Fangyu Wang
- Department of Neurosurgery, Neurosurgery Research Institute, Institute of Neurology, Fujian Provincial Institutes of Brain Disorders and Brain Sciences, The First Affiliated Hospital, Binhai Branch of National Regional Medical Center, Fujian Medical University, Fuzhou, Fujian, 350005, China
| | - Huange Cai
- Department of Ultrasound, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, 350005, China
| | - Yuanxiang Lin
- Department of Neurosurgery, Neurosurgery Research Institute, Institute of Neurology, Fujian Provincial Institutes of Brain Disorders and Brain Sciences, The First Affiliated Hospital, Binhai Branch of National Regional Medical Center, Fujian Medical University, Fuzhou, Fujian, 350005, China
| | - Dezhi Kang
- Department of Neurosurgery, Neurosurgery Research Institute, Institute of Neurology, Fujian Provincial Institutes of Brain Disorders and Brain Sciences, The First Affiliated Hospital, Binhai Branch of National Regional Medical Center, Fujian Medical University, Fuzhou, Fujian, 350005, China
| | - Wenhua Fang
- Department of Neurosurgery, Neurosurgery Research Institute, Institute of Neurology, Fujian Provincial Institutes of Brain Disorders and Brain Sciences, The First Affiliated Hospital, Binhai Branch of National Regional Medical Center, Fujian Medical University, Fuzhou, Fujian, 350005, China.
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Yamagishi A, Yonemochi N, Kimura A, Takenoya F, Shioda S, Waddington JL, Ikeda H. AMP-activated protein kinase in the amygdala and hippocampus contributes to enhanced fear memory in diabetic mice. Br J Pharmacol 2024; 181:5028-5040. [PMID: 39295124 DOI: 10.1111/bph.17338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 07/01/2024] [Accepted: 07/23/2024] [Indexed: 09/21/2024] Open
Abstract
BACKGROUND AND PURPOSE Diabetic patients have an increased risk of psychiatric disorders. Because hyperglycaemia increases L-lactate in the brain and L-lactate inhibits AMP-activated protein kinase (AMPK), this study investigated the role of L-lactate and AMPK in strengthened fear memory, a model for human psychiatric disorders, in diabetic mice. EXPERIMENTAL APPROACH The diabetic model was mice injected with streptozotocin. Fear memory was measured using the conditioned fear test with low (0.45 mA) or high (0.50 mA) foot shock to cause low and high freezing, respectively. Protein levels of AMPK and phosphorylated AMPK (pAMPK) were measured by western blotting and immunohistochemistry. KEY RESULTS At 0.45 mA, the AMPK inhibitor dorsomorphin increased freezing, which was inhibited by the AMPK activator acadesine. In contrast, at 0.50 mA, acadesine decreased freezing, which was inhibited by dorsomorphin. In diabetic mice, pAMPK was decreased in the amygdala and hippocampus. Diabetic mice showed increased freezing at 0.45 mA, which was inhibited by acadesine. In the amygdala and hippocampus, L-lactate was increased in diabetic mice and injection of L-lactate into non-diabetic mice increased freezing at 0.45 mA. In addition, L-lactate decreased pAMPK in the hippocampus, but not the amygdala, and increase in freezing induced by L-lactate was inhibited by acadesine. Dorsomorphin-induced increase in freezing was inhibited by the AMPA receptor antagonist NBQX. CONCLUSIONS AND INTERPRETATION In diabetic mice, L-lactate is increased in the amygdala and hippocampus, possibly through hyperglycaemia, which strengthens fear memory through inhibition of AMPK and activation of glutamatergic function.
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Affiliation(s)
- Aimi Yamagishi
- Department of Pathophysiology and Therapeutics, Hoshi University School of Pharmacy and Pharmaceutical Sciences, Tokyo, Japan
| | - Naomi Yonemochi
- Department of Pathophysiology and Therapeutics, Hoshi University School of Pharmacy and Pharmaceutical Sciences, Tokyo, Japan
| | - Ai Kimura
- Global Research Center for Innovative Life Science, Peptide Drug Innovation, Hoshi University School of Pharmacy and Pharmaceutical Sciences, Tokyo, Japan
| | - Fumiko Takenoya
- Department of Sport Sciences, Hoshi University School of Pharmacy and Pharmaceutical Sciences, Tokyo, Japan
| | - Seiji Shioda
- Global Research Center for Innovative Life Science, Peptide Drug Innovation, Hoshi University School of Pharmacy and Pharmaceutical Sciences, Tokyo, Japan
| | - John L Waddington
- School of Pharmacy and Biomolecular Sciences, RCSI University of Medicine and Health Sciences, Dublin 2, Ireland
| | - Hiroko Ikeda
- Department of Pathophysiology and Therapeutics, Hoshi University School of Pharmacy and Pharmaceutical Sciences, Tokyo, Japan
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Yang Y, Zhang X, Zhang Y, Zhao J, Jia J, Liu H, Song S. Metformin treatment improves depressive symptoms associated with type 2 diabetes: A 24-week longitudinal study. J Affect Disord 2024; 365:80-86. [PMID: 39147157 DOI: 10.1016/j.jad.2024.08.071] [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: 04/03/2024] [Revised: 06/23/2024] [Accepted: 08/12/2024] [Indexed: 08/17/2024]
Abstract
OBJECTIVE Metformin is a medication that is widely used for lowering blood sugar in patients with type 2 diabetes. Metformin was shown to have significant antidepressant effects; however, it is not clear whether metformin treatment improves outcomes in patients with type 2 diabetes who have concomitant depressive symptoms. METHODS A total of 475 patients with type 2 diabetes mellitus with depressive symptoms were included in this study and divided into metformin and nonmetformin groups according to whether they were taking metformin. The DASS-21 was used to assess patients' depression and anxiety scores before and after a 24-week intervention. In addition, general information about whether the patients had developed complications from diabetes and whether they had been diagnosed with other diseases was assessed. RESULTS (1) After 24 weeks, anxiety and depression scores were significantly lower in the metformin group than in the nonmetformin group. (2) The prevalence of depressive symptoms was significantly greater in female type 2 diabetic patients than in male patients (OR = 2.039, 95 % CI = 1.160-3.568). (3) People with type 2 diabetes who develop complications from diabetes (OR = 1.794, 95 % CI = 1.015-3.171) and those diagnosed with other conditions are more likely to experience depressive symptoms. CONCLUSION Metformin has an ameliorative effect on type 2 diabetes. However, women, those with diabetes complications, and those with type 2 diabetes who are also diagnosed with other conditions are more likely to experience depressive symptoms.
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Affiliation(s)
- Yating Yang
- The Second People's Hospital of Huizhou, Huizhou 512200, Guangdong, China
| | - Xi Zhang
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei 238000, China; School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, 238000, China; Anhui Provincial Key Laboratory for Brain Bank Construction and Resource Utilization, Hefei 23800, China
| | - Yun Zhang
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei 238000, China; School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, 238000, China; Anhui Provincial Key Laboratory for Brain Bank Construction and Resource Utilization, Hefei 23800, China
| | - Jianyong Zhao
- Department of Endocrinology, Chaohu Hospital of Anhui Medical University, Hefei 238000, China
| | - Jingfang Jia
- Department of Endocrinology, Chaohu Hospital of Anhui Medical University, Hefei 238000, China
| | - Huanzhong Liu
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei 238000, China; Anhui Provincial Key Laboratory for Brain Bank Construction and Resource Utilization, Hefei 23800, China.
| | - Suqi Song
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei 238000, China; Anhui Provincial Key Laboratory for Brain Bank Construction and Resource Utilization, Hefei 23800, China.
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Dilimulati D, Shao X, Wang L, Cai M, Zhang Y, Lu J, Wang Y, Liu H, Kuang M, Chen H, Zhang M, Qu S. Efficacy of WeChat-Based Digital Intervention Versus Metformin in Women With Polycystic Ovary Syndrome: Randomized Controlled Trial. J Med Internet Res 2024; 26:e55883. [PMID: 39357046 PMCID: PMC11483258 DOI: 10.2196/55883] [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: 12/30/2023] [Revised: 04/14/2024] [Accepted: 08/15/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND The first-line treatment for polycystic ovary syndrome (PCOS) is lifestyle modification. However, it is currently unknown whether digital medicine can assist patients with PCOS in maintaining a healthy lifestyle while alleviating PCOS symptoms. OBJECTIVE This study aims to evaluate the efficacy of WeChat-based digital intervention versus metformin treatment in women with PCOS and insulin resistance. METHODS A total of 80 women with PCOS and insulin resistance were recruited from an endocrinology clinic and randomly assigned to receive either a WeChat-based digital intervention (n=40, 50%) or metformin (n=40, 50%) for 12 weeks. The WeChat-based digital intervention consisted of 3 modules; a coach assisted the patients in using the intervention. The primary outcome was the change in a homeostatic model assessment for insulin resistance. At baseline and after the 12-week intervention, anthropometric parameters, menstruation frequency, sex hormone levels, metabolic factors, and body fat distribution were measured in the clinic. Furthermore, self-assessed web-based questionnaires on diet, exercise, sleep, anxiety, and depression were obtained. RESULTS A total of 72 participants completed the follow-up (for a 90% follow-up rate), including 35 of 40 (88%) participants from the digital intervention group and 37 of 40 (93%) participants from the metformin group. The homeostatic model assessment for insulin resistance in the digital intervention group was significantly improved after 12 weeks of treatment with a mean change of -0.93 (95% CI -1.64 to -0.23), but no statistical difference was observed between the groups (least squares mean difference -0.20; 95% CI -0.98 to 0.58; P=.62). Both digital intervention and metformin treatment significantly improved menstruation frequency (digital intervention: P<.001; metformin: P<.001) and reduced body weight (digital intervention: P<.001; metformin: P<.001) and total fat mass (digital intervention: P<.001; metformin: P<.001). Furthermore, the digital intervention had a significant advantage over metformin in improving waist circumference (least squares mean difference -1.84; 95% CI -3.44 to -0.24; P=.03), waist-to-hip ratio (least squares mean difference -0.02; 95% CI -0.03 to 0.00; P=.03), total fat mass (least squares mean difference -1.59; 95% CI -2.88 to -0.30; P=.02), and dehydroepiandrosterone sulfate (least squares mean difference -69.73; 95% CI -129.70 to -9.75; P=.02). In terms of safety, the main adverse events were sensations of hunger in the digital intervention group (2/40, 5%) and gastrointestinal adverse events in the metformin group (12/40, 30%). CONCLUSIONS Our data suggest that digital intervention is an effective treatment option for patients with PCOS, with an efficacy comparable to that of metformin, and that it can also alleviate the negative effects of medications and make it easier and more efficient to adhere to lifestyle treatments. WeChat-based digital interventions have the potential to provide a new path for the improvement and health of women with PCOS in China. TRIAL REGISTRATION ClinicalTrials.gov NCT05386706; https://clinicaltrials.gov/study/NCT05386706.
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Affiliation(s)
- Diliqingna Dilimulati
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Xiaowen Shao
- Department of Obstetrics and Gynecology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Lihua Wang
- Department of Endocrinology and Metabolism, Renji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Meili Cai
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yuqin Zhang
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Jiayi Lu
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yao Wang
- Department of Dermatology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Hongying Liu
- Hangzhou Kang Ming Information Technology Co., Ltd, Hangzhou, China
| | - Ming Kuang
- Hangzhou Kang Ming Information Technology Co., Ltd, Hangzhou, China
| | - Haibing Chen
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Manna Zhang
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Shen Qu
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
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Chen D, Wang J, Cao J, Zhu G. cAMP-PKA signaling pathway and anxiety: Where do we go next? Cell Signal 2024; 122:111311. [PMID: 39059755 DOI: 10.1016/j.cellsig.2024.111311] [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: 06/24/2024] [Revised: 07/21/2024] [Accepted: 07/22/2024] [Indexed: 07/28/2024]
Abstract
Cyclic adenosine monophosphate (cAMP) is an intracellular second messenger that is derived from the conversion of adenosine triphosphate catalysed by adenylyl cyclase (AC). Protein kinase A (PKA), the main effector of cAMP, is a dimeric protein kinase consisting of two catalytic subunits and two regulatory subunits. When cAMP binds to the regulatory subunits of PKA, it leads to the dissociation and activation of PKA, which allows the catalytic subunit of PKA to phosphorylate target proteins, thereby regulating various physiological functions and metabolic processes in cellular function. Recent researches also implicate the involvement of cAMP-PKA signaling in the pathologenesis of anxiety disorder. However, there are still debates on the prevention and treatment of anxiety disorders from this signaling pathway. To review the function of cAMP-PKA signaling in anxiety disorder, we searched the publications with the keywords including "cAMP", "PKA" and "Anxiety" from Pubmed, Embase, Web of Science and CNKI databases. The results showed that the number of publications on cAMP-PKA pathway in anxiety disorder tended to increase. Bioinformatics results displayed a close association between the cAMP-PKA pathway and the occurrence of anxiety. Mechanistically, cAMP-PKA signaling could influence brain-derived neurotrophic factor and neuropeptide Y and participate in the regulation of anxiety. cAMP-PKA signaling could also oppose the dysfunctions of gamma-aminobutyric acid (GABA), intestinal flora, hypothalamic-pituitary-adrenal axis, neuroinflammation, and signaling proteins (MAPK and AMPK) in anxiety. In addition, chemical agents with the ability to activate cAMP-PKA signaling demonstrated therapy potential against anxiety disorders. This review emphasizes the central roles of cAMP-PKA signaling in anxiety and the targets of the cAMP-PKA pathway would be potential candidates for treatment of anxiety. Nevertheless, more laboratory investigations to improve the therapeutic effect and reduce the adverse effect, and continuous clinical research will warrant the drug development.
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Affiliation(s)
- Daokang Chen
- Key Laboratory of Xin'an Medicine, The Ministry of Education and Key Laboratory of Molecular Biology (Brain diseases), Anhui University of Chinese Medicine, Hefei 230012, China
| | - Jingji Wang
- Acupuncture and Moxibustion Clinical Medical Research Center of Anhui Province, The Second Affiliation Hospital of Anhui University of Chinese Medicine, Hefei 230061, China.
| | - Jian Cao
- Key Laboratory of Xin'an Medicine, The Ministry of Education and Key Laboratory of Molecular Biology (Brain diseases), Anhui University of Chinese Medicine, Hefei 230012, China.
| | - Guoqi Zhu
- Key Laboratory of Xin'an Medicine, The Ministry of Education and Key Laboratory of Molecular Biology (Brain diseases), Anhui University of Chinese Medicine, Hefei 230012, China.
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Jin DM, Morton JT, Bonneau R. Meta-analysis of the human gut microbiome uncovers shared and distinct microbial signatures between diseases. mSystems 2024; 9:e0029524. [PMID: 39078158 PMCID: PMC11334437 DOI: 10.1128/msystems.00295-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 05/08/2024] [Indexed: 07/31/2024] Open
Abstract
Microbiome studies have revealed gut microbiota's potential impact on complex diseases. However, many studies often focus on one disease per cohort. We developed a meta-analysis workflow for gut microbiome profiles and analyzed shotgun metagenomic data covering 11 diseases. Using interpretable machine learning and differential abundance analysis, our findings reinforce the generalization of binary classifiers for Crohn's disease (CD) and colorectal cancer (CRC) to hold-out cohorts and highlight the key microbes driving these classifications. We identified high microbial similarity in disease pairs like CD vs ulcerative colitis (UC), CD vs CRC, Parkinson's disease vs type 2 diabetes (T2D), and schizophrenia vs T2D. We also found strong inverse correlations in Alzheimer's disease vs CD and UC. These findings, detected by our pipeline, provide valuable insights into these diseases. IMPORTANCE Assessing disease similarity is an essential initial step preceding a disease-based approach for drug repositioning. Our study provides a modest first step in underscoring the potential of integrating microbiome insights into the disease similarity assessment. Recent microbiome research has predominantly focused on analyzing individual diseases to understand their unique characteristics, which by design excludes comorbidities in individuals. We analyzed shotgun metagenomic data from existing studies and identified previously unknown similarities between diseases. Our research represents a pioneering effort that utilizes both interpretable machine learning and differential abundance analysis to assess microbial similarity between diseases.
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Affiliation(s)
- Dong-Min Jin
- Center for Genomics and Systems Biology, New York University, New York, New York, USA
| | - James T. Morton
- Center for Computational Biology, Flatiron Institute, Simons Foundation, New York, New York, USA
| | - Richard Bonneau
- Center for Genomics and Systems Biology, New York University, New York, New York, USA
- Genentech, New York, New York, USA
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Chen XX, Wang B, Cai W, Zhang YH, Shen L, Zhu YY, Wang T, Meng XH, Wang H, Xu DX. Exposure to 1-nitropyrene after weaning induces anxiety-like behavior partially by inhibiting steroid hormone synthesis in prefrontal cortex. JOURNAL OF HAZARDOUS MATERIALS 2024; 475:134911. [PMID: 38889457 DOI: 10.1016/j.jhazmat.2024.134911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 05/30/2024] [Accepted: 06/12/2024] [Indexed: 06/20/2024]
Abstract
1-Nitropyrene (1-NP) is a neurodevelopmental toxicant. This study was to evaluate the impact of exposure to 1-NP after weaning on anxiety-like behavior. Five-week-old mice were administered with 1-NP (0.1 or 1 mg/kg) daily for 4 weeks. Anxiety-like behaviour was measured using elevated-plus maze (EPM) and open field test (OFT). In EPM test, time spending in open arm and times entering open arm were reduced in 1-NP-treated mice. In OFT test, time spent in the center region and times entering the center region were diminished in 1-NP-treated mice. Prefrontal dendritic length and number of dendrite branches were decreased in 1-NP-treated mice. Prefrontal PSD95, an excitatory postsynaptic membrane protein, and gephyrin, an inhibitory postsynaptic membrane protein, were downregulated in 1-NP-treated mice. Further analysis showed that peripheral steroid hormones, including serum testosterone (T) and estradiol (E2), testicular T, and ovarian E2, were decreased in 1-NP-treated mice. Interestingly, T and E2 were diminished in 1-NP-treated prefrontal cortex. Prefrontal T and E2 synthases were diminished in 1-NP-treated mice. Mechanistically, GCN2-eIF2α, a critical pathway that regulates ribosomal protein translation, was activated in 1-NP-treated prefrontal cortex. These results indicate that exposure to 1-NP after weaning induces anxiety-like behaviour partially by inhibiting steroid hormone synthesis in prefrontal cortex.
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Affiliation(s)
- Xiao-Xi Chen
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230022, China; Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China
| | - Bo Wang
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230022, China; Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China
| | - Wei Cai
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230022, China; Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China
| | - Yi-Hao Zhang
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230022, China; Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China
| | - Li Shen
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230022, China; Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China
| | - Yan-Yan Zhu
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230022, China; Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China
| | - Tao Wang
- Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China
| | - Xiu-Hong Meng
- Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China
| | - Hua Wang
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230022, China; Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China
| | - De-Xiang Xu
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei 230022, China; Key Laboratory of Environmental Toxicology of Anhui Higher Education Institutes, Anhui Medical University, Hefei 230032, China; The Second Affiliated Hospital of Anhui Medical University, Hefei 230032 China.
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Zhou F, Qian HY, Wang K, Gu YJ, Liu PL, Zhang L, Chen L, Song Y, Chen YN, Zhang HL. Metformin relieves bone cancer pain by reducing TGFβRI-TRPV1 signaling in rats. Heliyon 2024; 10:e34991. [PMID: 39157315 PMCID: PMC11328085 DOI: 10.1016/j.heliyon.2024.e34991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 07/18/2024] [Accepted: 07/19/2024] [Indexed: 08/20/2024] Open
Abstract
Common cancer complications include bone cancer pain (BCP), which was not sufficiently alleviated by traditional analgesics. More safe and effective therapy was urgent needed. Metformin relieved osteoarthritis pain, but the analgesia of Metformin in BCP was not well studied. The study aimed to explore the Metformin-mediated analgesic effect and its molecular mechanisms in BCP rats. We demonstrated that Walker 256 cell transplantation into the medullary cavity of the tibia worsened mechanical allodynia in BCP rats, increased the expression of TGFβ1 in the metastatic bone tissue, and raised the expression of TGFβRI and TRPV1 in the L4-6 dorsal root ganglion (DRG) of BCP rats. While, selectively blockade of TGFβRI by SD208 could obviously elevated the paw withdraw threshold (PWT) of BCP rats, together with decreased TRPV1 expression in L4-6 DRG. Notably, continuous Metformin treatment reduced TGFβ1, TGFβRI and TRPV1 expression, and relieved mechanical allodynia of BCP rats in a long-term effect. In conclusion, these results illustrated that Metformin ameliorated bone cancer pain, and the downregulation of TGFβ1-TGFβRI-TRPV1 might be a potential mechanism of Metformin-mediated analgesia in BCP.
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Affiliation(s)
- Fang Zhou
- Center for Translational Medicine, Department of Oncology, The Affiliated Zhangjiagang Hospital of Soochow University, Suzhou Medical College of Soochow University, Suzhou 215600, China
| | - He-Ya Qian
- Center for Translational Medicine, Department of Oncology, The Affiliated Zhangjiagang Hospital of Soochow University, Suzhou Medical College of Soochow University, Suzhou 215600, China
| | - Ke Wang
- Department of Pain, Suzhou Wuzhong People's Hospital, Suzhou 215128, China
| | - Yong-Juan Gu
- Center for Translational Medicine, Department of Oncology, The Affiliated Zhangjiagang Hospital of Soochow University, Suzhou Medical College of Soochow University, Suzhou 215600, China
| | - Pei-Lin Liu
- Center for Translational Medicine, Department of Oncology, The Affiliated Zhangjiagang Hospital of Soochow University, Suzhou Medical College of Soochow University, Suzhou 215600, China
| | - Ling Zhang
- Center for Translational Medicine, Department of Oncology, The Affiliated Zhangjiagang Hospital of Soochow University, Suzhou Medical College of Soochow University, Suzhou 215600, China
| | - Long Chen
- Center for Translational Medicine, Department of Oncology, The Affiliated Zhangjiagang Hospital of Soochow University, Suzhou Medical College of Soochow University, Suzhou 215600, China
| | - Yu Song
- Center for Translational Medicine, Department of Oncology, The Affiliated Zhangjiagang Hospital of Soochow University, Suzhou Medical College of Soochow University, Suzhou 215600, China
| | - Ya-Nan Chen
- Center for Translational Medicine, Department of Oncology, The Affiliated Zhangjiagang Hospital of Soochow University, Suzhou Medical College of Soochow University, Suzhou 215600, China
| | - Hai-Long Zhang
- Center of Translational Medicine and Clinical Laboratory, The Fourth Affiliated Hospital of Soochow University, Medical Center of Soochow University, Suzhou Medical College of Soochow University, Suzhou 215123, China
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Jin DM, Morton JT, Bonneau R. Meta-analysis of the human gut microbiome uncovers shared and distinct microbial signatures between diseases. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.27.582333. [PMID: 38464323 PMCID: PMC10925178 DOI: 10.1101/2024.02.27.582333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Microbiome studies have revealed gut microbiota's potential impact on complex diseases. However, many studies often focus on one disease per cohort. We developed a meta-analysis workflow for gut microbiome profiles and analyzed shotgun metagenomic data covering 11 diseases. Using interpretable machine learning and differential abundance analysis, our findings reinforce the generalization of binary classifiers for Crohn's disease (CD) and colorectal cancer (CRC) to hold-out cohorts and highlight the key microbes driving these classifications. We identified high microbial similarity in disease pairs like CD vs ulcerative colitis (UC), CD vs CRC, Parkinson's disease vs type 2 diabetes (T2D), and schizophrenia vs T2D. We also found strong inverse correlations in Alzheimer's disease vs CD and UC. These findings detected by our pipeline provide valuable insights into these diseases.
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Affiliation(s)
- Dong-Min Jin
- Center for Genomics and Systems Biology, New York University, New York, NY, USA
| | - James T. Morton
- Center for Computational Biology, Flatiron Institute, Simons Foundation, New York, NY, USA
| | - Richard Bonneau
- Center for Genomics and Systems Biology, New York University, New York, NY, USA
- Genentech, New York, NY, USA
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