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Guintivano J, Aberg KA, Clark SL, Rubinow DR, Sullivan PF, Meltzer-Brody S, van den Oord EJCG. Transcriptome-wide association study for postpartum depression implicates altered B-cell activation and insulin resistance. Mol Psychiatry 2022; 27:2858-2867. [PMID: 35365803 PMCID: PMC9156403 DOI: 10.1038/s41380-022-01525-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 02/08/2022] [Accepted: 03/09/2022] [Indexed: 12/12/2022]
Abstract
Postpartum depression (PPD) affects 1 in 7 women and has negative mental health consequences for both mother and child. However, the precise biological mechanisms behind the disorder are unknown. Therefore, we performed the largest transcriptome-wide association study (TWAS) for PPD (482 cases, 859 controls) to date using RNA-sequencing in whole blood and deconvoluted cell types. No transcriptional changes were observed in whole blood. B-cells showed a majority of transcriptome-wide significant results (891 transcripts representing 789 genes) with pathway analyses implicating altered B-cell activation and insulin resistance. Integration of other data types revealed cell type-specific DNA methylation loci and disease-associated eQTLs (deQTLs), but not hormones/neuropeptides (estradiol, progesterone, oxytocin, BDNF), serve as regulators for part of the transcriptional differences between cases and controls. Further, deQTLs were enriched for several brain region-specific eQTLs, but no overlap with MDD risk loci was observed. Altogether, our results constitute a convergence of evidence for pathways most affected in PPD with data across different biological mechanisms.
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Affiliation(s)
- Jerry Guintivano
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Karolina A Aberg
- Center for Biomarker Research and Precision Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - Shaunna L Clark
- Department of Psychiatry & Behavioral Sciences, Texas A&M University, College Station, TX, USA
| | - David R Rubinow
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Patrick F Sullivan
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Samantha Meltzer-Brody
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Edwin J C G van den Oord
- Center for Biomarker Research and Precision Medicine, Virginia Commonwealth University, Richmond, VA, USA
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Fan YC, Chou CC, Bintoro BS, Chien KL, Bai CH. High sensitivity C-reactive protein and glycated hemoglobin levels as dominant predictors of all-cause dementia: a nationwide population-based cohort study. Immun Ageing 2022; 19:10. [PMID: 35172860 PMCID: PMC8849019 DOI: 10.1186/s12979-022-00265-0] [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: 08/10/2021] [Accepted: 01/26/2022] [Indexed: 11/10/2022]
Abstract
BACKGROUND Chronic inflammation might play a major role in the pathogenesis linking diabetes mellitus (DM) to cognition. In addition, DM might be the main driver of dementia risk. The purpose of the present study was to evaluate whether inflammation, glycation, or both are associated with the risk of developing all-cause dementia (ACD). METHODS A nationwide population-based cohort study was conducted with 4113 participants. The data were obtained from the Taiwanese Survey on Prevalence of Hypertension, Hyperglycemia, and Hyperlipidemia (TwSHHH) in 2007, which was linked with the Taiwan National Health Insurance Research Database (NHIRD). The markers of inflammation, expressed as hs-CRP, and glycation, presented as HbA1c, were measured. High levels of hs-CRP and HbA1c were defined as values greater than or equal to the 66th percentile. Developed ACD was identified based on the International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) codes. RESULTS During 32,926.90 person-years, 106 individuals developed ACD in up to 8 years of follow-up. The study participants were separated into four categories by the top tertiles of hs-CRP and HbA1c based on the 66th percentile: high levels of both hs-CRP and HbA1c, only high levels of hs-CRP, only high levels of HbA1c, and non-high levels of hs-CRP nor HbA1c. Those who with a high level of only hs-CRP had the higher hazard for developing ACD (adjusted HR = 2.58; 95% CI = 1.29 ~ 5.17; P = 0.007), followed by the group with a high level of only HbA1c (adjusted HR = 2.52; 95% CI = 1.34 ~ 4.74; P = 0.004) and the group with high levels of both hs-CRP and HbA1c (adjusted HR = 2.36; 95% CI = 1.20 ~ 4.62; P = 0.012). Among those aged less than 65 years, hs-CRP was the only significant predictor of ACD risk (P = 0.046), whereas it did not yield any significant result in the elderly. CONCLUSIONS A higher risk of developing ACD was found not only in patients with high levels of inflammation but also high levels of glycated hemoglobin. Future studies should focus on the clinical implementation of hs-CRP or HbA1c to monitor cognitive deficits.
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Affiliation(s)
- Yen-Chun Fan
- School of Public Health, College of Public Health, Taipei Medical University, Taipei, Taiwan
| | - Chia-Chi Chou
- Institute of Epidemiology and Preventive Medicine, National Taiwan University, Taipei, Taiwan.,School of Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Internal Medicine, Chang Gung Memorial Hospital, Keelung, Taiwan
| | - Bagas Suryo Bintoro
- Department of Health Behavior, Environment, and Social Medicine, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia.,Center of Health Behavior and Promotion, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Kuo-Liong Chien
- Institute of Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan.,Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chyi-Huey Bai
- School of Public Health, College of Public Health, Taipei Medical University, Taipei, Taiwan. .,Department of Public Health, College of Medicine, Taipei Medical University, 250 Wu-Hsing Street, Taipei, 11031, Taiwan. .,Nutrition Research Center, Taipei Medical University Hospital, Taipei, Taiwan.
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Risk of sarcopenia among older persons with Type 2 diabetes mellitus with different status of albuminuria: A dose-responsive association. Arch Gerontol Geriatr 2021; 95:104338. [PMID: 33652335 DOI: 10.1016/j.archger.2021.104338] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 01/10/2021] [Accepted: 01/10/2021] [Indexed: 02/08/2023]
Abstract
BACKGROUND The association between type 2 diabetes mellitus (T2DM) and sarcopenia has been reported before, but little was known regarding associations between albuminuria status in the development of sarcopenia. This study aimed to explore the associations between albuminuria status and sarcopenia among older patients with T2DM. METHODS This cross-sectional study recruited T2DM patients aged 65 years and older from the DM shared care center in a regional hospital who were grossly absent from functional impairment. Demographic characteristics were collected and functional assessments were performed for all participants. Urinary albumin-to-creatinine ratio (UACR) was obtained by spot urine exams, whereas UACR ≥ 30 mg/g was defined as microalbuminuria, and UACR > 300 mg/g as macroalbuminuria. Appendicular lean mass (ASM) was measured by the dual X-ray absorptiometry, and the relative appendicular muscle mass (RASM) was calculated as the ASM divided by height square (kg/m2).The definition of sarcopenia was made according to the Asian Working Group for Sarcopenia and muscle quality was defined as handgrip strength (kg) divided by RASM. RESULTS Overall, 180 participants (mean age: 72.5±5.3 years, 53.3% males) were enrolled for study. Higher HbA1c levels and poorer renal function were significantly associated with more severe albuminuria status.Besides, sarcopenia and low handgrip strength also showed dose-responsive associations with albuminuria status, which was similar in muscle quality.The receiver operating characteristic curve determine that the UACR of 13.7 mg/g was the optimal cutoff for sarcopenia diagnosis, which was lower than the conventionally definition of microalbuminuria (<30 mg/g). CONCLUSIONS Albuminuria status was dose-responsively associated with sarcopenia among older persons with T2DM, and the risk started to escalate from minimal albuminuria (UACR 9.18 mg/g in men and 18.4 mg/g in women). Further intervention studies are needed to evaluate potential benefits of better diabetes control in preventing sarcopenia and its outcomes.
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