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Teo CHY, Liu C, Yu M, Lee IXY, Anam A, Cheng CY, Htunwai Y, Koh JS, Chandran SR, Liu YC. Obesity negatively impacts corneal nerves in patients with diabetes mellitus. EYE AND VISION (LONDON, ENGLAND) 2025; 12:17. [PMID: 40270066 PMCID: PMC12016176 DOI: 10.1186/s40662-025-00433-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2024] [Accepted: 03/25/2025] [Indexed: 04/25/2025]
Abstract
BACKGROUND To investigate the relationship between obesity and corneal nerve metrics in patients with type 2 diabetes mellitus (DM). METHODS This cross-sectional study included a total of 385 healthy controls and 663 patients with DM. Metrics for corneal nerve and epithelial cells were evaluated using in-vivo confocal microscopy (IVCM). Corneal nerve and epithelial cell parameters were quantified and compared between patients with and without obesity and across six different body mass index (BMI) categories. Multivariable regression analyses were conducted to determine the association between corneal nerve metrics and BMI in patients with DM. RESULTS Of the DM participants, 162 (25.4%) had obesity. Compared to the non-obese group, patients with obesity had significantly lower corneal nerve fiber density (CNFD, P < 0.0001), corneal nerve fiber length (CNFL, P = 0.002), and corneal nerve branch density (CNBD, P = 0.005). Analyses across different BMI categories showed a progressive decline in corneal nerve parameters including CNFD (P < 0.0001), CNFL (P < 0.0001), CNBD (P < 0.0001), corneal nerve fiber total branch density (P = 0.003), corneal nerve fiber area (P = 0.04), and corneal nerve fiber fractal dimension (P = 0.02) with increasing obesity severity. Multivariable regression analyses demonstrated that lower CNFD (β: - 0.21, 95% CI: - 0.29 to - 0.13, P < 0.0001), shorter CNFL (β: - 0.12, 95% CI: - 0.17 to - 0.07, P < 0.0001), and lower CNBD (β: - 0.17, 95% CI: - 0.30 to - 0.04, P = 0.01) were significantly associated with BMI after adjusting for confounders. There were no significant differences in the corneal epithelial parameters between the obese and non-obese groups. CONCLUSIONS General obesity, specifically higher BMI, adversely affects corneal nerve health in individuals with DM. Evaluation of corneal nerves and resultant keratopathy should be considered in patients with DM and concomitant obesity.
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Affiliation(s)
- Calesta Hui Yi Teo
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Chang Liu
- Corneal and Refractive Surgery Group, Singapore Eye Research Institute, The Academia, 20 College Road, Level 6, Singapore, 169856, Singapore
| | - Mingyi Yu
- Corneal and Refractive Surgery Group, Singapore Eye Research Institute, The Academia, 20 College Road, Level 6, Singapore, 169856, Singapore
| | - Isabelle Xin Yu Lee
- Corneal and Refractive Surgery Group, Singapore Eye Research Institute, The Academia, 20 College Road, Level 6, Singapore, 169856, Singapore
| | - Ansa Anam
- Department of Ophthalmology, MTI Khyber Teaching Hospital, Peshawar, Pakistan
| | - Ching-Yu Cheng
- Corneal and Refractive Surgery Group, Singapore Eye Research Institute, The Academia, 20 College Road, Level 6, Singapore, 169856, Singapore
- Department of Cornea, Singapore National Eye Centre, Singapore, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Yadana Htunwai
- Corneal and Refractive Surgery Group, Singapore Eye Research Institute, The Academia, 20 College Road, Level 6, Singapore, 169856, Singapore
| | - Jasmine Shimin Koh
- Department of Neurology, National Neuroscience Institute, Tan Tock Seng Hospital Campus, Singapore, Singapore
| | | | - Yu-Chi Liu
- Corneal and Refractive Surgery Group, Singapore Eye Research Institute, The Academia, 20 College Road, Level 6, Singapore, 169856, Singapore.
- Department of Cornea, Singapore National Eye Centre, Singapore, Singapore.
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore.
- Department of Ophthalmology, National Taiwan University, Taipei, Taiwan.
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Schuldt AL, Bern H, Hart M, Gompels M, Winston A, Clarke A, Chen F, Stöhr W, Heslegrave A, Paton NI, Petzold A, Arenas-Pinto A. Peripheral Neuropathy in Virologically Suppressed People Living with HIV: Evidence from the PIVOT Trial. Viruses 2023; 16:2. [PMID: 38275937 PMCID: PMC10818628 DOI: 10.3390/v16010002] [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: 11/12/2023] [Revised: 12/15/2023] [Accepted: 12/16/2023] [Indexed: 01/27/2024] Open
Abstract
The aim of this study is to identify the factors associated with peripheral neuropathy and to explore neurofilament light chain (NfL) as a biomarker for peripheral neuropathy (PN) in effectively virologically suppressed adults living with HIV. All protease inhibitor monotherapy versus ongoing triple therapy in the long-term management of HIV infection (PIVOT) trial participants with data on PN at baseline were included in the study. NfL plasma levels (pNfL) were measured in a sub-set of participants. Multivariable logistic regression was used to examine the associations of PN with potential risk factors (including age, sex, nadir CD4 cell count, history of dideoxynucleoside (d-drugs) exposure, and blood glucose levels) and NfL levels. Of the 585 participants included, 131 (22.4%) reported PN during the study period (median of 44 months). The participants were predominantly male (76.6%), White (68.2%), and virologically suppressed for a median period of 37 months (range of 20-63) before recruitment. The age at baseline was 44.3 years (standard deviation (SD) of 9.2). PN was independently associated with age (adjusted odds ratio (aOR) = 1.35, 95% CI of 1.20-1.52; additional 5 years), history of d-drugs (aOR 1.88, 95% CI of 1.12-3.16), height (aOR 1.19, 95% CI of 1.05-1.35; additional 5 cm), nadir CD4 cell count (aOR 1.10 CI of 1.00-1.20; 50 cells fewer), and metabolic syndrome (aOR 2.31, 95% CI of 1.27 4.20), but not pNfL. The excess risk for PN associated with d-drug use remains after the exposure has stopped for years, suggesting non-reversible toxicity. In people with HIV, metabolic syndrome is independently associated with PN. There was no additional value for pNfL as a screening test for peripheral neuropathy in effectively virologically suppressed adults living with HIV.
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Affiliation(s)
- Anna L. Schuldt
- Institute for Global Health, University College London, London WC1E 6JB, UK
| | - Henry Bern
- MRC Clinical Trials Unit at UCL, University College London, London WC1V 6LJ, UK (W.S.)
| | - Melanie Hart
- Queen Square Institute of Neurology, University College London, London WC1N 3BG, UK; (M.H.); (A.H.); (A.P.)
| | - Mark Gompels
- Service of Immunology, Southmead Hospital, Bristol BS10 5NB, UK
| | - Alan Winston
- Faculty of Medicine, Imperial College London, London SW7 2BX, UK;
| | - Amanda Clarke
- Department of HIV, Sexual Health and Contraception, Brighton and Sussex University Hospitals NHS Trust, Brighton BN11 2DH, UK;
| | - Fabian Chen
- Florey Unit Clinic for Sexual Health, Royal Berkshire Hospital, Reading RG1 5AN, UK;
| | - Wolfgang Stöhr
- MRC Clinical Trials Unit at UCL, University College London, London WC1V 6LJ, UK (W.S.)
| | - Amanda Heslegrave
- Queen Square Institute of Neurology, University College London, London WC1N 3BG, UK; (M.H.); (A.H.); (A.P.)
| | - Nicholas I. Paton
- MRC Clinical Trials Unit at UCL, University College London, London WC1V 6LJ, UK (W.S.)
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Axel Petzold
- Queen Square Institute of Neurology, University College London, London WC1N 3BG, UK; (M.H.); (A.H.); (A.P.)
| | - Alejandro Arenas-Pinto
- Institute for Global Health, University College London, London WC1E 6JB, UK
- MRC Clinical Trials Unit at UCL, University College London, London WC1V 6LJ, UK (W.S.)
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Wang Z, Shi Q, Yan X, Tang J, Zhang J. There was a similar U-shaped nonlinear association between waist-to-height ratio and the risk of new-onset hypertension: findings from the CHNS. Front Nutr 2023; 10:1304521. [PMID: 38156282 PMCID: PMC10752934 DOI: 10.3389/fnut.2023.1304521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 11/28/2023] [Indexed: 12/30/2023] Open
Abstract
Background The association between waist-to-height ratio (WHtR) with hypertension has not been adequately explained, so in this study we sought to clarify the predictive role of WHtR on the incidence of hypertension as well as the potential nonlinear associations in the general population. Methods In this large prospective cohort study, a total of 4,458 individuals from the China Health and Nutrition Survey (CHNS) were included in the analysis. Multivariate Cox regression analyses, subgroup analyses, receiver operator characteristic (ROC) and restricted cubic spline (RCS) analyses were used to examine the association of WHtR with the risk of new-onset hypertension. Results Hypertension occurred in 32.8% of participants during the maximum six-year follow-up period. Compared with the group with lower WHtR, the group with higher WHtR had a higher incidence of hypertension (p < 0.001). Multivariate Cox regression analysis showed that the risk of hypertension was 1.45 times higher in the high WHtR group than in the low WHtR group, and that the risk of hypertension increased by 30.4% for every 0.1 unit increase in WHtR (p < 0.001). Subgroup analyses also validated the stratified associations between WHtR and the risk of new-onset hypertension in most subgroups (p < 0.05). ROC analyses also revealed that WHtR was superior to body mass index in predicting new-onset hypertension (AUC: 0.626 vs. 0.607, p = 0.009). Further RCS analysis detected a nonlinear association between WHtR and risk of new-onset hypertension (P for nonlinearity <0.001). Conclusion WHtR was nonlinearly associated with the risk of new-onset hypertension in the general population.
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Affiliation(s)
- Zhenwei Wang
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Key Laboratory of Cardiac Injury and Repair of Henan Province, Zhengzhou, China
- Henan Province Clinical Research Center for Cardiovascular Diseases, Zhengzhou, China
| | - Qian Shi
- Neonatal Intensive Care Unit, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xuejiao Yan
- Department of Cardiology, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, China
| | - Junnan Tang
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Key Laboratory of Cardiac Injury and Repair of Henan Province, Zhengzhou, China
- Henan Province Clinical Research Center for Cardiovascular Diseases, Zhengzhou, China
| | - Jinying Zhang
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Key Laboratory of Cardiac Injury and Repair of Henan Province, Zhengzhou, China
- Henan Province Clinical Research Center for Cardiovascular Diseases, Zhengzhou, China
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