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Perales-Afán JJ, Aparicio-Pelaz D, López-Triguero S, Llorente E, Puente-Lanzarote JJ, Fabre M. Direct and indirect reference intervals of 25-hydroxyvitamin D: it is not a real vitamin D deficiency pandemic. Biochem Med (Zagreb) 2024; 34:020706. [PMID: 38882584 PMCID: PMC11177660 DOI: 10.11613/bm.2024.020706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 03/08/2024] [Indexed: 06/18/2024] Open
Abstract
Introduction Many studies report vitamin D (25-OH-D) deficiency, although there is no consensus among scientific societies on cut-offs and reference intervals (RI). The aim of this study is to establish and compare RI for serum 25-OH-D by direct and indirect methods. Materials and methods Two studies were performed in Zaragoza (Spain). A retrospective study (N = 7222) between January 2017 and April 2019 was used for RI calculation by indirect method and a prospective study (N = 312) with healthy volunteers recruited in August 2019 and February 2020 for direct method. Seasonal differences were investigated. Measurements were performed on Cobas C8000 (Roche-Diagnostics, Basel, Switzerland) using electrochemiluminescence immunoassay technology. Results Reference intervals (2.5-97.5 percentile and corresponding 95% confidence intervals, CIs) were as follows: by indirect method 5.6 ng/mL (5.4 to 5.8) - 57.2 ng/mL (55.2 to 59.8), in winter 5.4 ng/mL (5.2 to 5.7) - 55.7 ng/mL (53.6 to 58.4), while in summer 5.9 ng/mL (5.4 to 6.2) - 59.9 ng/mL (56.3 to 62.9). By direct method 9.0 ng/mL (5.7 to 9.5) - 41.4 ng/mL (37.6 to 48.0), in winter 7.4 ng/mL (3.9 to 8.6) - 34.6 ng/mL (30.6 to 51.5), while in summer 13.3 ng/mL (10.1 to 14.1) - 44.1 ng/mL (38.9 to 66.0). In both methods, RIs were higher in summer. A significant difference was observed in 25-OH-D median values between the two methods (P < 0.001). Conclusions Reference interval calculation according to the studied area may be a useful tool to adapt the deficiency cut-offs for 25-OH-D. Our data support 25-OH-D values over 12.0 ng/mL for healthy population as sufficient, therefore current recommendations should be updated. In addition, differences in seasonality should be taken into account.
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Affiliation(s)
- Juan José Perales-Afán
- Clinical Biochemistry Department, Lozano Blesa University Hospital, Zaragoza, Spain
- Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain
| | - Diego Aparicio-Pelaz
- Clinical Biochemistry Department, Lozano Blesa University Hospital, Zaragoza, Spain
| | | | - Elena Llorente
- Clinical Biochemistry Department, Lozano Blesa University Hospital, Zaragoza, Spain
| | | | - Marta Fabre
- Clinical Biochemistry Department, Lozano Blesa University Hospital, Zaragoza, Spain
- Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain
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Wang X, Wang Q, Li Z, Chen M, Guo M, Kong L, Chen L, Li X, Li J, Cao Q, Luo Z, Xiong Z, Zhao D. Reliability and validity of the Chinese version of the sunlight exposure questionnaire. Front Public Health 2024; 12:1281301. [PMID: 38550315 PMCID: PMC10972874 DOI: 10.3389/fpubh.2024.1281301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 02/22/2024] [Indexed: 04/02/2024] Open
Abstract
Objective This study aimed to translate and validate the reliability and validity of the Chinese version of the Philippines Sunlight Exposure Questionnaire. Methods A total of 392 Chinese individuals aged at least 18 years, residing in various cities in Sichuan province for at least 1 year, were recruited. The reliability of the Chinese version of the questionnaire was measured through internal consistency, split-half reliability, and retest reliability, while validity was determined using the content validity index and the structure validity index. Results The Chinese version of the Sunlight Exposure Questionnaire, which includes 19 items covering 5 factors, demonstrated McDonald's omega coefficient of 0.788. The split-half reliability of the questionnaire was 0.823, and the retest reliability was 0.940. The content validity index (S-CVI) was 0.952. The five-factor structure, supported by eigenvalues, explained 66.2% of the total variance. Confirmatory factor analysis indicated favorable model fit. Results The chi-square value degrees of freedom ratio (χ2/df) = 1.852, the goodness-of-fit index (GFI) = 0.938, the normed fit index (NFI) = 0.922, the incremental fit index (IFI) = 0.962, the comparative fit index (CFI) = 0.962, the Tucker-Lewis index (TLI) = 0.952, and root mean square error of approximation (RMSEA) = 0.047. The indicators of the fit of the model were within reasonable bounds. Conclusion The Chinese version of the Sunlight Exposure Questionnaire shows validity and good reliability for assessing sun exposure among adults in a Chinese cultural context.
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Affiliation(s)
- Xiaoxia Wang
- School of Nursing, Chengdu Medical College, Chengdu, China
| | - Qin Wang
- School of Nursing, Chengdu Medical College, Chengdu, China
- School of Health and Medicine, Polus International College, Chengdu, China
| | - Zhe Li
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
- Sichuan Clinical Medical Research Center for Mental Disorders, Chengdu, China
| | - Mengjie Chen
- School of Nursing, Chengdu Medical College, Chengdu, China
| | - Maoting Guo
- School of Nursing, Chengdu Medical College, Chengdu, China
| | - Laixi Kong
- School of Nursing, Chengdu Medical College, Chengdu, China
| | - Liyuan Chen
- Xindu Hospital of Traditional Chinese Medicine •The First Affiliated Hospital of Traditional Chinese Medicine, Chengdu Medical College, Chengdu, China
| | - Xiaolong Li
- Xindu Hospital of Traditional Chinese Medicine •The First Affiliated Hospital of Traditional Chinese Medicine, Chengdu Medical College, Chengdu, China
| | - Junjun Li
- School of Nursing, Chengdu Medical College, Chengdu, China
| | - Qieyan Cao
- Second Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Zhenhua Luo
- Xindu Hospital of Traditional Chinese Medicine •The First Affiliated Hospital of Traditional Chinese Medicine, Chengdu Medical College, Chengdu, China
| | - Zhenzhen Xiong
- School of Nursing, Chengdu Medical College, Chengdu, China
- Nursing Key Laboratory of Sichuan Province, Chengdu, China
| | - Dan Zhao
- School of Nursing, Chengdu Medical College, Chengdu, China
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Wu JY, Liu MY, Hsu WH, Tsai YW, Liu TH, Huang PY, Chuang MH, Chin SE, Lai CC. Association between vitamin D deficiency and post-acute outcomes of SARS-CoV-2 infection. Eur J Nutr 2024; 63:613-622. [PMID: 38112761 DOI: 10.1007/s00394-023-03298-3] [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: 08/01/2023] [Accepted: 11/28/2023] [Indexed: 12/21/2023]
Abstract
OBJECTIVES This study aimed to investigate the association between vitamin D deficiency (VDD) and post-acute outcomes of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. METHODS This retrospective study used the TriNetX research network to identify COVID-19 patients between January 1 and November 30, 2022. Patients were matched using propensity score matching (PSM) and divided into VDD (< 20 ng/mL) and control (≥ 20 ng/mL) groups. The primary outcome was a composite of post-COVID-19 condition (identified by ICD-10 code), all-cause emergency department (ED) visits, hospitalization, and death during the follow-up period (90-180 days) after the diagnosis of COVID-19. RESULTS From an initial recruitment of 42,674 non-hospitalized patients with COVID-19 and known 25(OH)D status, a VDD group of 8300 was identified and propensity matched with 8300 controls. During the follow-up period, the VDD group had a higher risk of the primary outcome than did the control group [hazard ratio (HR) = 1.122; 95% confidence interval (CI) = 1.041-1.210]. The VDD group also had a higher risk of all-cause ED visits (HR = 1.114; 95% CI = 1.012-1.226), all-cause hospitalization (HR = 1.230; 95% CI = 1.105-1.369), and all-cause death (HR = 1.748; 95% CI = 1.047-2.290) but not post-COVID-19 condition (HR = 0.980; 95% CI = 0.630-1.523), individually. CONCLUSION Among the COVID-19 patients, VDD might be associated with a higher risk of all-cause ED visits, hospitalization, and death during the post-acute phase.
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Affiliation(s)
- Jheng-Yan Wu
- Department of Nutrition, Chi Mei Medical Center, Tainan, Taiwan
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Mei-Yuan Liu
- Department of Nutrition, Chi Mei Medical Center, Tainan, Taiwan
- Department of Nutrition and Health Sciences, Chang Jung Christian University, Tainan, Taiwan
- Department of Food Nutrition, Chung Hwa University of Medical Technology, Tainan, Taiwan
- Department of Health and Nutrition, Chia Nan University of Pharmacy & Science, Tainan, Taiwan
| | - Wan-Hsuan Hsu
- Department of General Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Ya-Wen Tsai
- Center of Integrative Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Ting-Hui Liu
- Department of Psychiatry, Chi Mei Medical Center, Tainan, Taiwan
| | - Po-Yu Huang
- Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Min-Hsiang Chuang
- Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Szu-En Chin
- Department of Surgery, Chang Gung Memorial Hospital at Chiayi, Chiayi, Taiwan
| | - Chih-Cheng Lai
- Division of Hospital Medicine, Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan.
- School of Medicine, College of Medicine, National Sun Yat-Sen University, Kaohsiung, Taiwan.
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Hu L, Shi Y, Zou X, Lai Z, Lin F, Cai G, Liu X. Association of time spent outdoors with the risk of Parkinson's disease: a prospective cohort study of 329,359 participants. BMC Neurol 2024; 24:10. [PMID: 38166701 PMCID: PMC10759452 DOI: 10.1186/s12883-023-03499-7] [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: 08/13/2023] [Accepted: 12/08/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND Studies on the association between time spent outdoors and the development of Parkinson's disease (PD) are lacking, and whether this relationship differs in different subgroups (age, sex) remains unclear. OBJECTIVE We here examined the association between time spent outdoors and the incidence of PD in different seasons. METHODS This study included 329,359 participants from the UK Biobank. Data regarding hours spent outdoors during a typical day were obtained through questionnaires. Cox proportional hazard regression models were used to estimate hazard ratios (HRs) for the association between exposure to outdoors duration and PD incidence. Restricted cubic spline was used to explore the potential nonlinear relationship between time spent outdoors and PD risk. To explore the potential mechanisms of time spent outdoors effecting the risk of PD incidence, their association with serum vitamin D was further analysed separately. RESULTS During a median follow-up of 13.57 years, 2,238 participants developed PD. In summer, time spent outdoors > 5.0 h/day was associated with a reduced PD risk compared with ≤ 2.0 h/day (HR = 0.84, 95% CI, 0.74-0.95). In winter too, time spent outdoors > 2.0 h/day was also associated with a reduced PD risk compared with ≤ 1.0 h/day (HR = 0.85, 95% CI, 0.76-0.94). For annual average time spent outdoors, participants who went outdoors for more than 3.5 h/day had a reduced PD risk than those who went outdoors for ≤ 1.5 h/day (HR = 0.85, 95% CI, 0.75-0.96). Additionally, sex and age differences were observed in the association between time spent outdoors and the PD risk. Moreover, Time spent outdoors was observed to be positively associated with serum vitamin D levels. Compared with serum vitamin D-deficient participants, the risk of PD was reduced by 15% in the sufficient participants. CONCLUSION In the total population, higher time spent outdoors was linked to a reduced PD risk. However, this association may vary among different age or sex groups.
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Affiliation(s)
- Ling Hu
- Department of Neurology, Ganzhou People's Hospital, No.16 Meiguan Road, Zhanggong District, Ganzhou City, 341000, Jiangxi, China
| | - Yisen Shi
- Department of Neurology, Union Hospital, Fujian Institute of Geriatrics, Fujian Medical University, Fuzhou, 350001, China
- Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Xinyang Zou
- Department of Neurology, Union Hospital, Fujian Institute of Geriatrics, Fujian Medical University, Fuzhou, 350001, China
- Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Zhaohui Lai
- Department of Neurology, Ganzhou People's Hospital, No.16 Meiguan Road, Zhanggong District, Ganzhou City, 341000, Jiangxi, China
| | - Fabin Lin
- Department of Neurosurgery, Fujian Medical University Union Hospital, Fuzhou, 350001, China.
| | - Guoen Cai
- Department of Neurology, Union Hospital, Fujian Institute of Geriatrics, Fujian Medical University, Fuzhou, 350001, China.
| | - Xianghong Liu
- Department of Neurology, Ganzhou People's Hospital, No.16 Meiguan Road, Zhanggong District, Ganzhou City, 341000, Jiangxi, China.
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Scully H, Laird EJ, Healy M, Crowley V, Walsh JB, McCarroll K. Vitamin D: determinants of status, indications for testing and knowledge in a convenience sample of Irish adults. Br J Nutr 2023; 130:1144-1154. [PMID: 37675548 DOI: 10.1017/s0007114523000168] [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] [Indexed: 02/11/2023]
Abstract
Vitamin D deficiency is common in Irish adults, though there is limited research on its determinants, knowledge of vitamin D or indications for testing. We aimed to explore the determinants of vitamin D status in adults and examine knowledge and reasons for testing. The study population comprised adults who had serum 25-hydroxyvitamin D tested by general practitioners request at a Dublin Hospital in 2020. Questionnaires detailing dietary intake, sun exposure, ethnicity, biophysical factors and vitamin D knowledge were sent to a sample stratified by age, sex and vitamin D status. In total, there were 383 participants, mean age 56·0 (sd 16·6) years. Wintertime deficiency disproportionally affected non-white v. white (60 % v. 24 %, P < 0·001). The greatest predictors of deficiency were low vitamin D intake (< 10 μg/d) (P < 0·001) and non-white ethnicity (P = 0·006), followed by sun avoidance (P = 0·022). It was also more prevalent in those with lower body exposure when outdoors. The majority (86 %) identified vitamin D as important for bone health. However, 40 % were tested for non-clinical indications and half were not aware of the recommended daily allowance (RDA). Low vitamin D intake was the most important determinant of deficiency, but ethnicity and sun exposure habits were also significant predictors. The majority had no clear indication for testing and were not aware of the RDA. Public health policies to improve knowledge and vitamin D intake, especially for those of non-white ethnicity and with reduced sun exposure, should be considered.
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Affiliation(s)
- Helena Scully
- Trinity College Dublin School of Medicine, Dublin, Republic of Ireland
- Mercer's Institute for Research on Ageing, St James's Hospital, Dublin, Republic of Ireland
| | - Eamon J Laird
- Department of Sport and Exercise, University of Limerick, Limerick, Republic of Ireland
- Mercer's Institute for Research on Ageing, St James's Hospital, Dublin, Republic of Ireland
| | - Martin Healy
- Department of Biochemistry, St James's Hospital, Dublin, Republic of Ireland
- Mercer's Institute for Research on Ageing, St James's Hospital, Dublin, Republic of Ireland
| | - Vivion Crowley
- Department of Biochemistry, St James's Hospital, Dublin, Republic of Ireland
| | - James Bernard Walsh
- Trinity College Dublin School of Medicine, Dublin, Republic of Ireland
- Mercer's Institute for Research on Ageing, St James's Hospital, Dublin, Republic of Ireland
| | - Kevin McCarroll
- Trinity College Dublin School of Medicine, Dublin, Republic of Ireland
- Mercer's Institute for Research on Ageing, St James's Hospital, Dublin, Republic of Ireland
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Agüero-Domenech N, Bernabeu E, García-Valentín A, Sarrión A, Jover S, Baranda J, Cortés-Castell E, Gil-Guillén V, García-Teruel MJ. Influence of Strict Lockdown on Vitamin D Deficiency in Pregnant Women: A Word of Caution. Nutrients 2023; 15:nu15081972. [PMID: 37111192 PMCID: PMC10143695 DOI: 10.3390/nu15081972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2023] [Revised: 04/14/2023] [Accepted: 04/18/2023] [Indexed: 04/29/2023] Open
Abstract
The main source of vitamin D results from skin sunlight exposure. Vitamin D deficiency (VDD) is linked to several adverse events during pregnancy. While performing a cross-sectional study with 886 pregnant women in Elda (Spain) from September 2019 to July 2020 to determine the association of VDD with gestational diabetes mellitus in relation to body mass index, a strict lockdown (SL) due to the COVID-19 pandemic was declared from 15 March 2020 to 15 May 2020. To determine if VDD prevalence in the local population of pregnant women was influenced by SL, a retrospective cross-sectional study was conducted to estimate the prevalence odds ratio (POR) for the association of VDD and SL. A crude logistic regression model was calculated, and then further adjusted by the biweekly measured vitamin D-specific UVB dose in our geographical area. The POR during SL was 4.0 (95%CI = 2.7-5.7), with a VDD prevalence of 77.8% in the quarantine period. Our results revealed that VDD prevalence in pregnant women was influenced by SL. This valuable information could guide us in future if public officials order the population to stay indoors for any given reason.
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Affiliation(s)
- Nuria Agüero-Domenech
- Department of Gynaecology and Obstetrics, Hospital General Universitario Elda, 03600 Elda, Spain
- Department of Public Health, History of Science and Gynaecology, Miguel Hernández University, 03550 San Juan, Spain
| | - Eduardo Bernabeu
- Department of Cardiac Surgery, Hospital General Universitario Dr. Balmis, 03010 Alicante, Spain
- ISABIAL ("Instituto de Investigación Sanitaria y Biomédica de Alicante"), 03010 Alicante, Spain
| | - Antonio García-Valentín
- Department of Cardiac Surgery, Hospital General Universitario Dr. Balmis, 03010 Alicante, Spain
| | - Ana Sarrión
- Department of Gynaecology and Obstetrics, Hospital General Universitario Elda, 03600 Elda, Spain
| | - Silvia Jover
- Department of Gynaecology and Obstetrics, Hospital General Universitario Elda, 03600 Elda, Spain
| | - Javier Baranda
- Department of Gynaecology and Obstetrics, Hospital General Universitario Elda, 03600 Elda, Spain
| | - Ernesto Cortés-Castell
- Department of Pharmacology, Pediatrics and Organic Chemistry, Miguel Hernández University, 03550 San Juan, Spain
| | - Vicente Gil-Guillén
- Department of Clinical Medicine, Miguel Hernández University, 03550 San Juan, Spain
| | - María J García-Teruel
- Department of Gynaecology and Obstetrics, Hospital General Universitario Elda, 03600 Elda, Spain
- Department of Public Health, History of Science and Gynaecology, Miguel Hernández University, 03550 San Juan, Spain
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Khanna T, Shraim R, Zarkovic M, van Weele M, van Geffen J, Zgaga L. Comprehensive Analysis of Seasonal and Geographical Variation in UVB Radiation Relevant for Vitamin D Production in Europe. Nutrients 2022; 14:5189. [PMID: 36501219 PMCID: PMC9735494 DOI: 10.3390/nu14235189] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 11/25/2022] [Accepted: 12/02/2022] [Indexed: 12/12/2022] Open
Abstract
Dermal synthesis, following sun exposure, is the main source of vitamin D. This study characterizes ambient UVB radiation relevant for vitamin D production in Europe. A biological weighing function was applied to data from the Tropospheric Emissions Monitoring Internet Service (TEMIS) for 46 capital cities over an 18-year period (2004-2021) to isolate wavelengths relevant for vitamin D production (D-UVB). Cumulative and weighted D-UVB (CW-D-UVB) were calculated to approximate seasonal vitamin D accumulation and diminution. Monthly 25(OH)D concentration measurements were extracted from published reports. All data were analyzed by location and time. Despite a moderate latitudinal range (35-64° N), we observed large-up to five-fold-regional differences: the highest mean diurnal D-UVB dose of 5.57 kJ/m2 (SD = 3.55 kJ/m2) was observed in Nicosia (Cyprus) and the lowest in Reykjavik (Iceland, 1.16 ± 1.29 kJ/m2). Seasonal differences in diurnal D-UVB dose were even more pronounced, with a median 36-fold difference between annual peak and trough depending on a location (range: 10- to 525-fold). The mean duration of "vitamin D winter" was 126 days but varied widely (4 to 215 days). Monthly CW-D-UVB and 25(OH)D changes were very strongly correlated: the changes in 25(OH)D concentration increased by 12.6 nmol/L for every 100 kJ/m2 increment of CW-D-UVB in population-based studies (r2 = 0.79, p-value = 1.16 × 10-37). Understanding the differences in D-UVB radiation can help understand determinants of vitamin D status and guide region- and season-specific safe and effective sunlight exposure recommendations and vitamin D supplementation guidelines.
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Affiliation(s)
- Tarinee Khanna
- Department of Public Health and Primary Care, Institute of Population Health, Trinity College Dublin, D24 DH74 Dublin, Ireland
| | - Rasha Shraim
- Department of Public Health and Primary Care, Institute of Population Health, Trinity College Dublin, D24 DH74 Dublin, Ireland
- The SFI Centre for Research Training in Genomics Data Sciences, University of Galway, H91 TK33 Galway, Ireland
| | - Masa Zarkovic
- Department of Public Health and Primary Care, Institute of Population Health, Trinity College Dublin, D24 DH74 Dublin, Ireland
- Institute of Social and Preventive Medicine, University of Bern, 3012 Bern, Switzerland
| | - Michiel van Weele
- Royal Netherlands Meteorological Institute, 3731 GA De Bilt, The Netherlands
| | - Jos van Geffen
- Royal Netherlands Meteorological Institute, 3731 GA De Bilt, The Netherlands
| | - Lina Zgaga
- Department of Public Health and Primary Care, Institute of Population Health, Trinity College Dublin, D24 DH74 Dublin, Ireland
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Sluyter JD, Raita Y, Hasegawa K, Reid IR, Scragg R, Camargo CA. Prediction of Vitamin D Deficiency in Older Adults: The Role of Machine Learning Models. J Clin Endocrinol Metab 2022; 107:2737-2747. [PMID: 35876536 DOI: 10.1210/clinem/dgac432] [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: 01/24/2022] [Indexed: 11/19/2022]
Abstract
CONTEXT Conventional prediction models for vitamin D deficiency have limited accuracy. BACKGROUND Using cross-sectional data, we developed models based on machine learning (ML) and compared their performance with those based on a conventional approach. METHODS Participants were 5106 community-resident adults (50-84 years; 58% male). In the randomly sampled training set (65%), we constructed 5 ML models: lasso regression, elastic net regression, random forest, gradient boosted decision tree, and dense neural network. The reference model was a logistic regression model. Outcomes were deseasonalized serum 25-hydroxyvitamin D (25(OH)D) <50 nmol/L (yes/no) and <25 nmol/L (yes/no). In the test set (the remaining 35%), we evaluated predictive performance of each model, including area under the receiver operating characteristic curve (AUC) and net benefit (decision curves). RESULTS Overall, 1270 (25%) and 91 (2%) had 25(OH)D <50 and <25 nmol/L, respectively. Compared with the reference model, the ML models predicted 25(OH)D <50 nmol/L with similar accuracy. However, for prediction of 25(OH)D <25 nmol/L, all ML models had higher AUC point estimates than the reference model by up to 0.14. AUC was highest for elastic net regression (0.93; 95% CI 0.90-0.96), compared with 0.81 (95% CI 0.71-0.91) for the reference model. In the decision curve analysis, ML models mostly achieved a greater net benefit across a range of thresholds. CONCLUSION Compared with conventional models, ML models predicted 25(OH)D <50 nmol/L with similar accuracy but they predicted 25(OH)D <25 nmol/L with greater accuracy. The latter finding suggests a role for ML models in participant selection for vitamin D supplement trials.
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Affiliation(s)
- John D Sluyter
- School of Population Health, University of Auckland, Auckland 1023, New Zealand
| | - Yoshihiko Raita
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Kohei Hasegawa
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Ian R Reid
- Department of Medicine, Faculty of Medical and Health Sciences, University of Auckland, Auckland 1023, New Zealand
| | - Robert Scragg
- School of Population Health, University of Auckland, Auckland 1023, New Zealand
| | - Carlos A Camargo
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02115, USA
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Zgaga L, Shraim R, Bolger E, Wyse J. Statistical power in vitamin D randomized control trials investigating biomarkers as continuous outcomes. J Steroid Biochem Mol Biol 2022; 222:106148. [PMID: 35809790 DOI: 10.1016/j.jsbmb.2022.106148] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 05/28/2022] [Accepted: 06/23/2022] [Indexed: 01/02/2023]
Abstract
It has long been suspected that mean vitamin D level and differences among individuals in the population might deteriorate power in vitamin D randomised controlled trials (RCTs). However, standard statistical planning tools cannot accommodate these considerations. Here, to accommodate the large within-person and between-people heterogeneity in naturally fluctuating 25-hydroxyvitamin D (25OHD) concentration, a simulation based approach was used to investigate the power and sample size requirements in vitamin D supplementation RCTs looking at the proportion of regulatory T cells, %Tregs, as a continuous outcome. A range of sample sizes, mean increases in 25OHD in the intervention arm, and population 25OHD heterogeneity were tested. We found that in a population with a mean 25OHD of 50▒nmol/L and moderate heterogeneity in 25OHD (defined as inter-quartile range IQR = 20), sample size of approximately 1000 participants per arm is required to achieve 80% power if 25OHD increased by 10▒nmol/L in the intervention arm, compared to 250, < 100 and < 50 participants per arm if this increase was 20▒nmol/L, 40▒nmol/L or 60▒nmol/L, respectively. Thus we conclude that the increase in 25OHD in the intervention arm and population heterogeneity impact the power of vitamin D RCTs substantially. Sample size determination through simulation is a powerful approach for non-standard trials, and the work presented can easily be adopted to other intervention-outcome pairs.
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Affiliation(s)
- Lina Zgaga
- Discipline of Public Health and Primary Care, Institute of Population Health, Trinity College Dublin, Tallaght Cross, Tallaght, Dublin 24, Ireland.
| | - Rasha Shraim
- Discipline of Public Health and Primary Care, Institute of Population Health, Trinity College Dublin, Tallaght Cross, Tallaght, Dublin 24, Ireland
| | - Elizabeth Bolger
- Discipline of Statistics and Information Systems, School of Computer Science and Statistics, Trinity College Dublin, College Green, Dublin 2, Ireland
| | - Jason Wyse
- Discipline of Statistics and Information Systems, School of Computer Science and Statistics, Trinity College Dublin, College Green, Dublin 2, Ireland.
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Jefferson A, Borges C. Evaluation of the safety, tolerability and plasma vitamin D response to long-term use of patented transdermal vitamin D patches in healthy adults: a randomised parallel pilot study. BMJ Nutr Prev Health 2022; 5:217-226. [PMID: 36619342 PMCID: PMC9813629 DOI: 10.1136/bmjnph-2022-000471] [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: 04/07/2022] [Accepted: 07/15/2022] [Indexed: 01/11/2023] Open
Abstract
Background Vitamin D delivered transdermally may suppress hyperactivity in nociceptor pain receptors and alter pain intensity, offering a useful addition to localised pain management in varying clinical settings. Currently, little is known about long-term usage of continuous-release vitamin D patches. Method We conducted a randomised parallel pilot trial to evaluate safety and tolerability of daily application of patented (US8821921B2) transdermal vitamin D patches over 8 weeks and assess time-level profile of serum vitamin D. Compliance, tolerance and sun exposure were monitored daily, serum 25(OH)D measured 2-weekly and dietary intake and safety markers 4-weekly. Results Thirty healthy adults were randomised to two treatment groups: big patch and small patch. mean age was 36 years (20-68 years) with a 63% female to 37% male split. Patches differed in size but contained identical ingredients including 30 000 IU cholecalciferol. Physical and blood safety markers remained stable, within normal clinical parameters, and with no clinically meaningful changes throughout. Five big patch participants experienced skin irritation, which was mild and occasional for three, but continuous for two leading to patch withdrawal. There were no skin reactions in small patch group. average, serum 25(OH)D levels increased by +14 nmol/L (SD 11.63, range, -4 to 40 nmol/L) between baseline and week 8, with no significant differences between patch sizes. There was a shift in overall vitamin D status between baseline and week 8 (23% deficient (<30 nmol/L) decreasing to 0%, and normal (>50 nmol/L) increasing from 37% to 70% at week 8). Conclusion Based on these results, long-term (8 weeks) application of patented transdermal vitamin D patches was found to be safe. There may be minor skin tolerance issues with big patches for some, which appears to relate to patch size. Larger trials are warranted to explore the increase in vitamin D levels beyond 8 weeks. Trial registration number NCT04851990.
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11
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Scott J, Havyarimana E, Navarro-Gallinad A, White A, Wyse J, van Geffen J, van Weele M, Buettner A, Wanigasekera T, Walsh C, Aslett L, Kelleher JD, Power J, Ng J, O'Sullivan D, Hederman L, Basu N, Little MA, Zgaga L. The association between ambient UVB dose and ANCA-associated vasculitis relapse and onset. Arthritis Res Ther 2022; 24:147. [PMID: 35717248 PMCID: PMC9206351 DOI: 10.1186/s13075-022-02834-6] [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: 09/07/2021] [Accepted: 06/03/2022] [Indexed: 11/21/2022] Open
Abstract
Background The aetiology of ANCA-associated vasculitis (AAV) and triggers of relapse are poorly understood. Vitamin D (vitD) is an important immunomodulator, potentially responsible for the observed latitudinal differences between granulomatous and non-granulomatous AAV phenotypes. A narrow ultraviolet B spectrum induces vitD synthesis (vitD-UVB) via the skin. We hypothesised that prolonged periods of low ambient UVB (and by extension vitD deficiency) are associated with the granulomatous form of the disease and an increased risk of AAV relapse. Methods Patients with AAV recruited to the Irish Rare Kidney Disease (RKD) (n = 439) and UKIVAS (n = 1961) registries were studied. Exposure variables comprised latitude and measures of ambient vitD-UVB, including cumulative weighted UVB dose (CW-D-UVB), a well-validated vitD proxy. An n-of-1 study design was used to examine the relapse risk using only the RKD dataset. Multi-level models and logistic regression were used to examine the effect of predictors on AAV relapse risk, phenotype and serotype. Results Residential latitude was positively correlated (OR 1.41, 95% CI 1.14–1.74, p = 0.002) and average vitD-UVB negatively correlated (0.82, 0.70–0.99, p = 0.04) with relapse risk, with a stronger effect when restricting to winter measurements (0.71, 0.57–0.89, p = 0.002). However, these associations were not restricted to granulomatous phenotypes. We observed no clear relationship between latitude, vitD-UVB or CW-D-UVB and AAV phenotype or serotype. Conclusion Our findings suggest that low winter ambient UVB and prolonged vitD status contribute to AAV relapse risk across all phenotypes. However, the development of a granulomatous phenotype does not appear to be directly vitD-mediated. Further research is needed to determine whether sufficient vitD status would reduce relapse propensity in AAV. Supplementary Information The online version contains supplementary material available at 10.1186/s13075-022-02834-6.
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Affiliation(s)
- Jennifer Scott
- Trinity Health Kidney Centre, Trinity College Dublin, The University of Dublin, Trinity Translational Medicine Institute, St. James's Street, Dublin 8, Ireland
| | - Enock Havyarimana
- Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | | | - Arthur White
- Department of Statistics, Trinity College Dublin, The University of Dublin, Dublin, Ireland
| | - Jason Wyse
- Department of Statistics, Trinity College Dublin, The University of Dublin, Dublin, Ireland
| | - Jos van Geffen
- Royal Netherlands Meteorological Institute (KNMI), De Bilt, The Netherlands
| | - Michiel van Weele
- Royal Netherlands Meteorological Institute (KNMI), De Bilt, The Netherlands
| | - Antonia Buettner
- Trinity Health Kidney Centre, Trinity College Dublin, The University of Dublin, Trinity Translational Medicine Institute, St. James's Street, Dublin 8, Ireland
| | - Tamara Wanigasekera
- Trinity Health Kidney Centre, Trinity College Dublin, The University of Dublin, Trinity Translational Medicine Institute, St. James's Street, Dublin 8, Ireland
| | - Cathal Walsh
- Department of Mathematics and Statistics, University of Limerick, Limerick, Ireland
| | - Louis Aslett
- Department of Mathematical Science, University of Durham, Durham, UK
| | - John D Kelleher
- School of Computer Science, Technological University Dublin, Dublin, Ireland
| | - Julie Power
- Vasculitis Ireland Awareness, Galway, Ireland
| | - James Ng
- Department of Statistics, Trinity College Dublin, The University of Dublin, Dublin, Ireland
| | - Declan O'Sullivan
- ADAPT Centre for Digital Content, Trinity College Dublin, Dublin, Ireland
| | - Lucy Hederman
- ADAPT Centre for Digital Content, Trinity College Dublin, Dublin, Ireland
| | - Neil Basu
- Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Mark A Little
- Trinity Health Kidney Centre, Trinity College Dublin, The University of Dublin, Trinity Translational Medicine Institute, St. James's Street, Dublin 8, Ireland. .,ADAPT Centre for Digital Content, Trinity College Dublin, Dublin, Ireland.
| | - Lina Zgaga
- Department of Public Health and Primary Care, Trinity College Dublin, The University of Dublin, Dublin, Ireland
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12
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Al Anouti F, Thomas J, Karras S, El Asswad N. Outdoor Activity in the Daytime, but Not the Nighttime, Predicts Better Mental Health Status During the COVID-19 Curfew in the United Arab Emirates. Front Public Health 2022; 10:829362. [PMID: 35444992 PMCID: PMC9013851 DOI: 10.3389/fpubh.2022.829362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Accepted: 02/23/2022] [Indexed: 12/15/2022] Open
Abstract
Background The COVID-19 pandemic and the associated infection prevention and control measures had a negative impact on the mental health of many people. In the United Arab Emirates (UAE), infection control measures implemented after March 24th, 2020, placed necessary restrictions on people's freedom of movement. Aim This study aimed to assess the association between levels of daytime vs. nighttime outdoor activity and mental health among a sample of UAE residents during the lockdown period. Method An opportunity sample of 245 participants completed an online survey assessing levels of depression, somatic symptoms, daytime and nighttime activity levels. Results Multivariate logistic regression revealed that daytime activity, but not nighttime activity, was associated with a lower risk of clinically significant depressive and somatic symptomatology. Conclusion The association of better mental health with daytime not nighttime outdoor activity could be possibly attributed to vitamin D, but further studies are needed to confirm this speculation.
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Affiliation(s)
- Fatme Al Anouti
- Department of Health Sciences, College of Natural and Health Sciences, Zayed University, Abu Dhabi, United Arab Emirates
- *Correspondence: Fatme Al Anouti
| | - Justin Thomas
- Department of Psychology, College of Natural and Health Sciences, Zayed University, Abu Dhabi, United Arab Emirates
| | - Spyridon Karras
- Division of Endocrinology and Metabolism, First Department of Internal Medicine, Medical School, Aristotle University of Thessaloniki, AHEPA University Hospital, Thessaloniki, Greece
| | - Nour El Asswad
- School of Global Health, McMaster University, Hamilton, ON, Canada
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13
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Development of a predictive model for vitamin D deficiency based on the vitamin D status in young Japanese women: A study protocol. PLoS One 2022; 17:e0264943. [PMID: 35271624 PMCID: PMC8912175 DOI: 10.1371/journal.pone.0264943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 02/14/2022] [Indexed: 11/23/2022] Open
Abstract
Background Vitamin D deficiency (VDD) is associated with an increased risk for lifestyle-related diseases. In Japan, VDD is quite prevalent in all age groups, with its high risk in young women. Furthermore, its association during pregnancy with gestational hypertension and low birth weight has also been reported. VDD can be diagnosed by serum 25-hydroxyvitamin D [25(OH)D] levels, which, however, is not suited for screening. Therefore, we will create a predictive model for serum 25(OH)D concentration and prevalence of VDD based on such data as region, sun exposure habit, and vitamin D intake in young women. Methods From 2020 to 2022, we conduct a cross-sectional study of 600 young women in four regions of Japan, identify the indices associated with serum 25(OH)D concentrations such as sun exposure habits, habitual vitamin D intake, ultraviolet-B irradiation, seasons (summer and winter) and latitude, and construct prediction models for serum 25(OH)D concentrations and VDD risk. This study has been registered with UMIN-CTR (ID: UMIN000041527). Results One hundred and fifteen subjects have been collected from 6 institutions in winter as of May 2021. When data from more than 200 subjects have become available, we will conduct the interim analysis, summarize the data by region and facility, review the inclusion criteria for analysis, and check for missing values and outliers. Prediction models for serum 25(OH)D concentration and VDD will be determined in the final analysis when all cases have been collected. Conclusions A screening tool for VDD risk to be developed in our study based on the predictive model would help the public and medical professionals prevent lifestyle-related diseases through improving VDD. Additionally, the results may serve as the scientific basis for determining the appropriate vitamin D intake and sun exposure standards.
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14
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Nutrition policy: developing scientific recommendations for food-based dietary guidelines for older adults living independently in Ireland. Proc Nutr Soc 2022; 81:49-61. [DOI: 10.1017/s0029665122001008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Older adults (≥65 years) are the fastest growing population group. Thus, ensuring nutritional well-being of the ‘over-65s’ to optimise health is critically important. Older adults represent a diverse population – some are fit and healthy, others are frail and many live with chronic conditions. Up to 78% of older Irish adults living independently are overweight or obese. The present paper describes how these issues were accommodated into the development of food-based dietary guidelines for older adults living independently in Ireland. Food-based dietary guidelines previously established for the general adult population served as the basis for developing more specific recommendations appropriate for older adults. Published international reports were used to update nutrient intake goals for older adults, and available Irish data on dietary intakes and nutritional status biomarkers were explored from a population-based study (the National Adult Nutrition Survey; NANS) and two longitudinal cohorts: the Trinity-Ulster and Department of Agriculture (TUDA) and the Irish Longitudinal Study on Ageing (TILDA) studies. Nutrients of public health concern were identified for further examination. While most nutrient intake goals were similar to those for the general adult population, other aspects were identified where nutritional concerns of ageing require more specific food-based dietary guidelines. These include, a more protein-dense diet using high-quality protein foods to preserve muscle mass; weight maintenance in overweight or obese older adults with no health issues and, where weight-loss is required, that lean tissue is preserved; the promotion of fortified foods, particularly as a bioavailable source of B vitamins and the need for vitamin D supplementation.
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15
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COVID-19 Mortality in Europe, by Latitude and Obesity Status: A Geo-Spatial Analysis in 40 Countries. Nutrients 2022; 14:nu14030471. [PMID: 35276831 PMCID: PMC8839557 DOI: 10.3390/nu14030471] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/12/2022] [Accepted: 01/14/2022] [Indexed: 02/07/2023] Open
Abstract
On 30 January 2020, the World Health Organization (WHO) declared the current novel coronavirus disease 2019 (COVID-19) as a public health emergency of international concern and later characterized it as a pandemic. New data show that excess body mass and vitamin D deficiency might be related to the disease severity and mortality. The aim of this study was to evaluate whether latitude, as a proxy of sunlight exposure and Vitamin D synthesis, and prevalent obesity among European populations, is related to COVID-19 spread and severity. European COVID-19 data (incidence and fatality), including information on the prevalence of obesity, social distancing, and others were obtained by the "Our World in Data" website on 17 April 2021. Adjusted analysis showed that higher COVID-19 incidence and fatality were pictured in countries being in higher latitude, both during the whole period, as well as, during the time period 1 November 2020-31 March 2021. Higher incidence and fatality of COVID-19 were observed where the prevalence of overweight/obesity was higher during the whole time period, whereas during the time period 1 November 2020-31 March 2021, only COVID-19 incidence was higher but not a fatality. The present results provide insights for targeted interventions and preventive strategies against COVID-19.
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Li X, van Geffen J, van Weele M, Zhang X, He Y, Meng X, Timofeeva M, Campbell H, Dunlop M, Zgaga L, Theodoratou E. An observational and Mendelian randomisation study on vitamin D and COVID-19 risk in UK Biobank. Sci Rep 2021; 11:18262. [PMID: 34521884 PMCID: PMC8440633 DOI: 10.1038/s41598-021-97679-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 08/02/2021] [Indexed: 11/28/2022] Open
Abstract
A growing body of evidence suggests that vitamin D deficiency has been associated with an increased susceptibility to viral and bacterial respiratory infections. In this study, we aimed to examine the association between vitamin D and COVID-19 risk and outcomes. We used logistic regression to identify associations between vitamin D variables and COVID-19 (risk of infection, hospitalisation and death) in 417,342 participants from UK Biobank. We subsequently performed a Mendelian Randomisation (MR) study to look for evidence of a causal effect. In total, 1746 COVID-19 cases (399 deaths) were registered between March and June 2020. We found no significant associations between COVID-19 infection risk and measured 25-OHD levels after adjusted for covariates, but this finding is limited by the fact that the vitamin D levels were measured on average 11 years before the pandemic. Ambient UVB was strongly and inversely associated with COVID-19 hospitalization and death overall and consistently after stratification by BMI and ethnicity. We also observed an interaction that suggested greater protective effect of genetically-predicted vitamin D levels when ambient UVB radiation is stronger. The main MR analysis did not show that genetically-predicted vitamin D levels are causally associated with COVID-19 risk (OR = 0.77, 95% CI 0.55-1.11, P = 0.160), but MR sensitivity analyses indicated a potential causal effect (weighted mode MR: OR = 0.72, 95% CI 0.55-0.95, P = 0.021; weighted median MR: OR = 0.61, 95% CI 0.42-0.92, P = 0.016). Analysis of MR-PRESSO did not find outliers for any instrumental variables and suggested a potential causal effect (OR = 0.80, 95% CI 0.66-0.98, p-val = 0.030). In conclusion, the effect of vitamin D levels on the risk or severity of COVID-19 remains controversial, further studies are needed to validate vitamin D supplementation as a means of protecting against worsened COVID-19.
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Affiliation(s)
- Xue Li
- School of Public Health and the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Jos van Geffen
- Royal Netherlands Meteorological Institute (KNMI), De Bilt, The Netherlands
| | - Michiel van Weele
- Royal Netherlands Meteorological Institute (KNMI), De Bilt, The Netherlands
| | - Xiaomeng Zhang
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Yazhou He
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Xiangrui Meng
- Vanke School of Public Health, Tsinghua University, Beijing, 10084, China
| | - Maria Timofeeva
- Colon Cancer Genetics Group, Cancer Research UK Edinburgh Centre and Medical Research Council Human Genetics Unit, Medical Research Council Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
- DIAS, Danish Institute for Advanced Study, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Harry Campbell
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK
| | - Malcolm Dunlop
- Colon Cancer Genetics Group, Cancer Research UK Edinburgh Centre and Medical Research Council Human Genetics Unit, Medical Research Council Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Lina Zgaga
- Department of Public Health and Primary Care, Institute of Population Health, Trinity College Dublin, Dublin, Republic of Ireland.
| | - Evropi Theodoratou
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, Scotland, UK.
- Cancer Research UK Edinburgh Centre, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, Scotland.
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17
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Wyse J, Mangan R, Zgaga L. Power determination in vitamin D randomised control trials and characterising factors affecting it through a novel simulation-based tool. Sci Rep 2021; 11:10804. [PMID: 34031451 PMCID: PMC8144427 DOI: 10.1038/s41598-021-90019-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 04/12/2021] [Indexed: 11/21/2022] Open
Abstract
Thousands of observational studies have linked vitamin D deficiency with numerous diseases, but randomised controlled trials (RCTs) often fail to show benefit of supplementation. Population characteristics and trial design have long been suspected to undermine power but were not systematically investigated. We propose a flexible generative model to characterise benefit of vitamin D supplementation at the individual level, and use this to quantify power in RCTs. The model can account for seasonality and population heterogeneity. In a simulated 1-year trial with 1000 participants per arm and assuming a 25-hydroxyvitamin D (25OHD) increase of 20 nmol/L due to the intervention, with baseline 25OHD in the population of 15, 35, 50, 60 and 75 nmol/L, the power to detect intervention effect was 77%, 99%, 95%, 68% and 19%, respectively. The number of participants required per arm to achieve 80% power according to baseline 25OHD of 15-60 nmol/L was 1200, 400, 600 and 1400, respectively. As expected, larger increases in 25OHD due to supplementation improved power in certain scenarios. For a population baseline of 50 nmol/L, with 1500 participants in each arm, there was 100% power to detect a 20 nmol/L 25OHD increase while it was 76% for a 10 nmol/L increase. Population characteristics and trial design, including temporal considerations, have a dramatic impact on power and required sample size in vitamin D RCTs.
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Affiliation(s)
- Jason Wyse
- Discipline of Statistics and Information Systems, School of Computer Science and Statistics, Trinity College Dublin, College Green, Dublin 2, Ireland.
| | - Rebecca Mangan
- Discipline of Statistics and Information Systems, School of Computer Science and Statistics, Trinity College Dublin, College Green, Dublin 2, Ireland
- Discipline of Public Health and Primary Care, Institute of Population Health, Trinity College Dublin, Tallaght Cross, Tallaght, Dublin 24, Ireland
| | - Lina Zgaga
- Discipline of Public Health and Primary Care, Institute of Population Health, Trinity College Dublin, Tallaght Cross, Tallaght, Dublin 24, Ireland.
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18
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Isaia G, Diémoz H, Maluta F, Fountoulakis I, Ceccon D, di Sarra A, Facta S, Fedele F, Lorenzetto G, Siani AM, Isaia G. Does solar ultraviolet radiation play a role in COVID-19 infection and deaths? An environmental ecological study in Italy. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 757:143757. [PMID: 33272604 PMCID: PMC7678486 DOI: 10.1016/j.scitotenv.2020.143757] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 11/09/2020] [Accepted: 11/10/2020] [Indexed: 05/21/2023]
Abstract
A significantly stronger impact in mortality and morbidity by COVID-19 has been observed in the northern Italian regions compared to the southern ones. The reasons of this geographical pattern might involve several concurrent factors. The main objective of this work is to investigate whether any correlations exist between the spatial distribution of COVID-19 cases and deaths in the different Italian regions and the amount of solar ultraviolet (UV) radiation at the Earth's surface. To this purpose, in this environmental ecological study a mixed-effect exponential regression was built to explain the incidence of COVID-19 based on the environmental conditions, and demographic and pathophysiologic factors. Observations and estimates of the cumulative solar UV exposure have been included to quantify the amount of radiation available e.g., for pre-vitamin D3 synthesis or SARS-CoV-2 inactivation by sunlight. The analysis shows a significant correlation (p-value <5 × 10-2) between the response variables (death percentage, incidence of infections and positive tests) and biologically effective solar UV radiation, residents in nursing homes per inhabitant (NHR), air temperature, death percentage due to the most frequent comorbidities. Among all factors, the amount of solar UV radiation is the variable contributing the most to the observed correlation, explaining up to 83.2% of the variance of the COVID-19 affected cases per population. While the statistical outcomes of the study do not directly entail a specific cause-effect relationship, our results are consistent with the hypothesis that solar UV radiation impacted on the development of the infection and on its complications, e.g. through the effect of vitamin D on the immune system or virus inactivation by sunlight. The analytical framework used in this study, based on commonly available data, can be easily replicated in other countries and geographical domains to identify possible correlations between exposure to solar UV radiation and the spread of the pandemic.
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Affiliation(s)
- Giancarlo Isaia
- Department of Medical Sciences, University of Turin, Italy; Academy of Medicine of Turin, Italy.
| | - Henri Diémoz
- Regional Environmental Protection Agency (ARPA), Valle d'Aosta, Italy
| | - Francesco Maluta
- Department of Industrial Chemistry, University of Bologna, Italy
| | | | - Daniela Ceccon
- Provincial Environmental Protection Agency (APPA), Bolzano, Italy
| | - Alcide di Sarra
- Italian Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Italy
| | - Stefania Facta
- Regional Environmental Protection Agency (ARPA), Piemonte, Italy
| | | | | | | | - Gianluca Isaia
- Geriatrics and Metabolic Bone Diseases, AOU Città della Salute e della Scienza of Turin, Italy
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19
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Carvalho FR, Henriques DV, Correia O, Schmalwieser AW. Potential of Solar UV Radiation for Inactivation of Coronaviridae Family Estimated from Satellite Data. Photochem Photobiol 2021; 97:213-220. [PMID: 33075169 PMCID: PMC7894473 DOI: 10.1111/php.13345] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 10/12/2020] [Accepted: 10/15/2020] [Indexed: 12/14/2022]
Abstract
The pandemic COVID-19 disease affects people dramatically overall the globe by illness and death. Several strategies are applied to restrict the spread of this disease such as lockdown, adequate social distance in different activities, hand disinfection and the use of masks. Potential hazard outdoors comes from released viruses, which may remain in the air for a while and settle down afterward and contaminating surfaces. Solar ultraviolet radiation (UVR) is known to act as a natural environmental virucide. The virucidal effectivity of UVR depends on a first order on the sensitivity of the virus against UVR as well as on the amount of incoming UVR. Here, we present estimates of the potential of solar UVR in inactivating SARS-CoV-2 in the environment. This is done by combining DNA-damaging surface solar UVR retrieved by satellites and the available information on fluence for inactivation of Coronaviridae. Our results show that solar UVR has a high potential to inactivate these viruses, but the degree depends strongly on location and season. In the subtropics (Sao Paulo, 23.5°S), the daily survival fraction is lower than 10-4 during the whole year, while close at norther latitudes (Reykjavik, 64°N), such a reduction can be found in June and July only.
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Affiliation(s)
| | | | - Osvaldo Correia
- Centro de Dermatologia EpidermisInstituto CUFPortoPortugal
- Portuguese Skin Cancer AssociationPortoPortugal
- Center for Health Technology and Services Research (CINTESIS)Basic and Clinical Immunology UnitDepartment of PathologyFaculty of MedicineUniversity of PortoPortoPortugal
| | - Alois W. Schmalwieser
- Institute of Physiology and BiophysicsUniversity of Veterinary MedicineViennaAustria
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20
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Mendes MM, Hart KH, Lanham-New SA, Botelho PB. Exploring the Impact of Individual UVB Radiation Levels on Serum 25-Hydroxyvitamin D in Women Living in High Versus Low Latitudes: A Cross-Sectional Analysis from the D-SOL Study. Nutrients 2020; 12:E3805. [PMID: 33322498 PMCID: PMC7764022 DOI: 10.3390/nu12123805] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 12/04/2020] [Accepted: 12/07/2020] [Indexed: 11/16/2022] Open
Abstract
Vitamin D can be synthesized in the skin via sunlight exposure as well as ingested through diet. Vitamin D deficiency is currently a major global public health issue, with increasing prevalence in both low and high latitude locations. This cross-sectional analysis aimed to compare the intensity of individual Ultraviolet B radiation levels between women of the same ethnicity living in England and Brazil, respectively; and to investigate the association with circulating 25(OH)D concentrations. We analysed data from 135 Brazilian women (England, n = 56, 51° N; Brazil, n = 79, 16° S) recruited for the D-SOL study (Interaction between Vitamin D Supplementation and Sunlight Exposure in Women Living in Opposite Latitudes). Serum 25(OH)D concentrations were analysed by high performance liquid chromatography tandem mass spectrometry (HPLC-MS), individual UVB radiation via UVB dosimeter badges and dietary intake via 4-day diet diaries. Anthropometric, skin phototype, sociodemographic and lifestyle patterns were also assessed. Mean serum 25(OH)D concentration of England residents was significantly lower than Brazil residents. Daily individual UVB radiation level showed a strong significant positive correlation with serum 25(OH)D concentrations. The required UVB radiation to achieve 75 nmol/L was 2.2 SED and 38.8% of the total variance in 25(OH)D concentrations was explained uniquely by daily individual UVB radiation, after controlling for the influence of age and body mass index. Thus, these results highlight the strong positive association between serum 25(OH)D concentrations and individual UVB radiation and the influence of different individual characteristics and behaviours. Collectively, these factors contribute to meaningful, country-specific, public health strategies and policies for the efficient prevention and treatment of vitamin D inadequacy.
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Affiliation(s)
- Marcela M. Mendes
- Department of Nutritional Sciences, Faculty of Health and Medical Sciences, University of Surrey, Guildford GU2 7XH, UK; (K.H.H.); (S.A.L.-N.)
- Department of Nutrition, Faculty of Health Sciences, University of Brasília, Brasília 70910-900, Brazil;
| | - Kathryn H. Hart
- Department of Nutritional Sciences, Faculty of Health and Medical Sciences, University of Surrey, Guildford GU2 7XH, UK; (K.H.H.); (S.A.L.-N.)
| | - Susan A. Lanham-New
- Department of Nutritional Sciences, Faculty of Health and Medical Sciences, University of Surrey, Guildford GU2 7XH, UK; (K.H.H.); (S.A.L.-N.)
| | - Patrícia B. Botelho
- Department of Nutrition, Faculty of Health Sciences, University of Brasília, Brasília 70910-900, Brazil;
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Laird E, Walsh JB, Lanham-New S, O’Sullivan M, Kenny RA, Scully H, Crowley V, Healy M. A High Prevalence of Vitamin D Deficiency Observed in an Irish South East Asian Population: A Cross-Sectional Observation Study. Nutrients 2020; 12:nu12123674. [PMID: 33260572 PMCID: PMC7760119 DOI: 10.3390/nu12123674] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 11/09/2020] [Accepted: 11/25/2020] [Indexed: 02/07/2023] Open
Abstract
At northern latitudes, non-ethnic population groups can be at an increased risk of vitamin D deficiency (defined as a 25-hydroxyvitamin D [25(OH)D] status ≤30 nmol/L). The vitamin D status of ethnic minority groups has been examined both in UK and European populations, but not in the Irish context. The aim of this study is to assess the vitamin D status from a selection of the Dublin population of South East Asian descent. A search was conducted, using the laboratory information system of St James's Hospital, Dublin, for vitamin D requests by General practitioners. From 2013 to 2016, 186 participants were identified and 25(OH)D analysis was quantified using liquid chromatography-tandem mass spectrometry (LC-MS-MS). Overall, the median age was 32 years, 51% were male, and the 25(OH)D concentration ranged from 10 to 154 nmol/L. In total, 66.7% of the total sample were vitamin D deficient and 6.7% had a 25(OH)D status greater than 50 nmol/L (the 25(OH)D concentration defined by the EU as 'sufficient'). Females had a significantly higher 25(OH)D concentration than males (25.0 vs. 18.0 nmol/L; p = 0.001) but both groups had a significant proportion with deficient status (56% and 76.8%, respectively). Seasonal variation of 25(OH)D was not evident while high rates of deficiency were also observed in those aged <18 years and >50 years. Given the importance of vitamin D for health, this sub-population could be at a significantly increased risk of rickets, impaired bone metabolism, and osteoporosis. In addition, vitamin D deficiency has been associated with several non-bone related conditions, including cardiovascular disease and diabetes. Currently, there is no unique vitamin D intake or vitamin D status maintenance guidelines recommended for adults of non-Irish descent; this needs to be considered by the relevant public health bodies in Ireland.
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Affiliation(s)
- Eamon Laird
- School of Medicine, Trinity College Dublin, Dublin 2, Ireland; (M.O.); (R.A.K.)
- Correspondence: ; Tel.: +353-1896-4342
| | - James Bernard Walsh
- Mercer’s Institute for Successful Ageing, St. James’s Hospital, Dublin 8, Ireland; (J.B.W.); (H.S.)
| | - Susan Lanham-New
- Department of Nutritional Science, University of Surrey, Surrey GU2 7YW, UK;
| | - Maria O’Sullivan
- School of Medicine, Trinity College Dublin, Dublin 2, Ireland; (M.O.); (R.A.K.)
| | - Rose Anne Kenny
- School of Medicine, Trinity College Dublin, Dublin 2, Ireland; (M.O.); (R.A.K.)
| | - Helena Scully
- Mercer’s Institute for Successful Ageing, St. James’s Hospital, Dublin 8, Ireland; (J.B.W.); (H.S.)
| | - Vivion Crowley
- Department of Biochemistry, Central Pathology, St. James’s Hospital, Dublin 8, Ireland; (V.C.); (M.H.)
| | - Martin Healy
- Department of Biochemistry, Central Pathology, St. James’s Hospital, Dublin 8, Ireland; (V.C.); (M.H.)
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Heiskanen V, Pfiffner M, Partonen T. Sunlight and health: shifting the focus from vitamin D3 to photobiomodulation by red and near-infrared light. Ageing Res Rev 2020; 61:101089. [PMID: 32464190 DOI: 10.1016/j.arr.2020.101089] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 05/10/2020] [Accepted: 05/14/2020] [Indexed: 12/14/2022]
Abstract
Both sun exposure and serum vitamin D levels have been associated with lower risks of all-cause mortality and chronic age-related diseases, e.g., cancer, diabetes and cardiovascular disease, in epidemiological studies. These associations have mainly been ascribed to beneficial effects of vitamin D. However, a vast body of randomized controlled trials (RCTs) and Mendelian randomization studies have failed to confirm any major health benefits from vitamin D supplementation. In this review, we present tentative evidence showing that red and near-infrared light, both being present in sunlight, could explain the associations between sunlight exposure and better health status. Body irradiation with red and near-infrared light, usually termed as photobiomodulation (PBM), has demonstrated beneficial effects in animal models of chronic diseases. Beyond this, preliminary evidence from RCTs suggest potential clinical benefit from PBM for chronic diseases. PBM is currently being investigated in many pre-registered clinical trials, results of which will eventually clarify the role of red and near-infrared light in the prevention and treatment of common age-related chronic diseases.
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Serrano MA, Moreno JC. Spectral transmission of solar radiation by plastic and glass materials. JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY 2020; 208:111894. [PMID: 32450467 DOI: 10.1016/j.jphotobiol.2020.111894] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 04/30/2020] [Accepted: 05/10/2020] [Indexed: 12/14/2022]
Abstract
It is well known that excessive exposure to solar ultraviolet (UV) radiation can have serious adverse effects. Many everyday materials influence the UV radiation received by humans, for example, those used in construction and on the exterior of buildings such as plastics and glass can reduce the UV exposure of persons exposed to solar radiation. In this paper we analyse the spectral transmission of solar radiation of widely used materials using the transmittance parameter. The measurements were performed on clear days, at 8 h and 12 solar hours, in July 2018 (five days) and in January 2019 (three days). The spectral transmittances of these materials and the integrated transmittances in the UVB from 300 nm, UVA, visible (VIS) and near infrared ranges (NIR) were calculated. In summer in the UVB range from 300 nm methacrylate and smoked glass have the highest transmittance values (56%) and polycarbonate present the lowest (30%). In the VIS and NIR ranges methacrylate (95%) and smoked glass (80%) have the highest transmittances and polycarbonate the lowest (45%). In general the 8 h transmittances are higher than those at 12 h and are also higher in winter than summer. For two biological functions (erythemal and DNA-damage) and for the UVB range from 300 nm, the transmittance for most materials (except fibreglass) is in the range 6-14%. The exposure times obtained show that erythemal damage could occur after long exposure to solar radiation through the materials studied, information which should be made available to the general public.
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Affiliation(s)
- María-Antonia Serrano
- Centre for Biomaterials and Tissue Engineering, Universitat Politècnica de València, Camino de Vera, s/n, 46022 Valencia, Spain..
| | - Juan Carlos Moreno
- Departamento de Física Aplicada, Universitat Politècnica de València, Valencia, Spain.
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Asakura K, Etoh N, Imamura H, Michikawa T, Nakamura T, Takeda Y, Mori S, Nishiwaki Y. Vitamin D Status in Japanese Adults: Relationship of Serum 25-Hydroxyvitamin D with Simultaneously Measured Dietary Vitamin D Intake and Ultraviolet Ray Exposure. Nutrients 2020; 12:nu12030743. [PMID: 32168939 PMCID: PMC7146414 DOI: 10.3390/nu12030743] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 03/09/2020] [Accepted: 03/10/2020] [Indexed: 02/08/2023] Open
Abstract
Vitamin D insufficiency/deficiency is prevalent worldwide. We investigated the effect of vitamin D intake and ultraviolet ray (UV) exposure on serum vitamin D concentration in Japan. A total of 107 healthy adult participants were recruited from Hokkaido (43° N) and Kumamoto (33° N) prefectures. All participants undertook surveys in both summer and winter. Serum 25-hydroxyvitamin D (25(OH)D3) was examined, and vitamin D intake was assessed with a diet history questionnaire. UV exposure was measured with a wearable UV dosimeter. Regression analysis was performed to investigate the relationship between these factors, with covariates such as sun avoidance behavior. The prevalence of vitamin D insufficiency (serum 25(OH)D3; 12 ng/mL (30 nmol/L) ≤ and <20 ng/mL (50 nmol/L))/deficiency (<12 ng/mL) was 47.7% in summer and 82.2% in winter. UV exposure time was short in Kumamoto (the urban area), at 11.6 min in summer and 14.9 min in winter. In Hokkaido (the rural area), UV exposure time was 58.3 min in summer and 22.5 min in winter. Vitamin D intake was significantly associated with serum 25(OH)D3, and a 1 μg/1000kcal increase in intake was necessary to increase 25(OH)D3 by 0.88 ng/mL in summer and by 1.7 ng/mL in winter. UV exposure time was significantly associated with serum 25(OH)D3 in summer, and a 10 min increase in UV exposure time was necessary to increase 25(OH)D3 by 0.47 ng/mL. Although consideration of personal occupation and lifestyle is necessary, most Japanese may need to increase both vitamin D intake and UV exposure.
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Affiliation(s)
- Keiko Asakura
- Department of Environmental and Occupational Health, School of Medicine, Toho University, 5-21-16, Omori-Nishi, Ota-ku, Tokyo #143-8540, Japan; (H.I.); (T.M.); (T.N.); (Y.T.); (S.M.); (Y.N.)
- Correspondence: ; Tel.: +81-3-3762-4151
| | - Norihito Etoh
- Department of Biomedical Engineering, School of Engineering, Tokai University, 143 Shimokasuya, Isehara, Kanagawa #259-1193, Japan;
| | - Haruhiko Imamura
- Department of Environmental and Occupational Health, School of Medicine, Toho University, 5-21-16, Omori-Nishi, Ota-ku, Tokyo #143-8540, Japan; (H.I.); (T.M.); (T.N.); (Y.T.); (S.M.); (Y.N.)
| | - Takehiro Michikawa
- Department of Environmental and Occupational Health, School of Medicine, Toho University, 5-21-16, Omori-Nishi, Ota-ku, Tokyo #143-8540, Japan; (H.I.); (T.M.); (T.N.); (Y.T.); (S.M.); (Y.N.)
| | - Takahiro Nakamura
- Department of Environmental and Occupational Health, School of Medicine, Toho University, 5-21-16, Omori-Nishi, Ota-ku, Tokyo #143-8540, Japan; (H.I.); (T.M.); (T.N.); (Y.T.); (S.M.); (Y.N.)
| | - Yuki Takeda
- Department of Environmental and Occupational Health, School of Medicine, Toho University, 5-21-16, Omori-Nishi, Ota-ku, Tokyo #143-8540, Japan; (H.I.); (T.M.); (T.N.); (Y.T.); (S.M.); (Y.N.)
| | - Sachie Mori
- Department of Environmental and Occupational Health, School of Medicine, Toho University, 5-21-16, Omori-Nishi, Ota-ku, Tokyo #143-8540, Japan; (H.I.); (T.M.); (T.N.); (Y.T.); (S.M.); (Y.N.)
| | - Yuji Nishiwaki
- Department of Environmental and Occupational Health, School of Medicine, Toho University, 5-21-16, Omori-Nishi, Ota-ku, Tokyo #143-8540, Japan; (H.I.); (T.M.); (T.N.); (Y.T.); (S.M.); (Y.N.)
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Garcia-Carretero R, Vigil-Medina L, Barquero-Perez O, Mora-Jimenez I, Soguero-Ruiz C, Goya-Esteban R, Ramos-Lopez J. Logistic LASSO and Elastic Net to Characterize Vitamin D Deficiency in a Hypertensive Obese Population. Metab Syndr Relat Disord 2020; 18:79-85. [PMID: 31928513 DOI: 10.1089/met.2019.0104] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Aim: The primary objective of our research was to compare the performance of data analysis to predict vitamin D deficiency using three different regression approaches and to evaluate the usefulness of incorporating machine learning algorithms into the data analysis in a clinical setting. Methods: We included 221 patients from our hypertension unit, whose data were collected from electronic records dated between 2006 and 2017. We used classical stepwise logistic regression, and two machine learning methods [least absolute shrinkage and selection operator (LASSO) and elastic net]. We assessed the performance of these three algorithms in terms of sensitivity, specificity, misclassification error, and area under the curve (AUC). Results: LASSO and elastic net regression performed better than logistic regression in terms of AUC, which was significantly better in both penalized methods, with AUC = 0.76 and AUC = 0.74 for elastic net and LASSO, respectively, than in logistic regression, with AUC = 0.64. In terms of misclassification rate, elastic net (18%) outperformed LASSO (22%) and logistic regression (25%). Conclusion: Compared with a classical logistic regression approach, penalized methods were found to have better performance in predicting vitamin D deficiency. The use of machine learning algorithms such as LASSO and elastic net may significantly improve the prediction of vitamin D deficiency in a hypertensive obese population.
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Affiliation(s)
- Rafael Garcia-Carretero
- Department of Internal Medicine, Mostoles University Hospital, Rey Juan Carlos University, Mostoles, Spain
| | - Luis Vigil-Medina
- Department of Internal Medicine, Mostoles University Hospital, Rey Juan Carlos University, Mostoles, Spain
| | - Oscar Barquero-Perez
- Department of Signal Theory and Communications and Telematics Systems and Computing, Rey Juan Carlos University, Fuenlabrada, Spain
| | - Inmaculada Mora-Jimenez
- Department of Signal Theory and Communications and Telematics Systems and Computing, Rey Juan Carlos University, Fuenlabrada, Spain
| | - Cristina Soguero-Ruiz
- Department of Signal Theory and Communications and Telematics Systems and Computing, Rey Juan Carlos University, Fuenlabrada, Spain
| | - Rebeca Goya-Esteban
- Department of Signal Theory and Communications and Telematics Systems and Computing, Rey Juan Carlos University, Fuenlabrada, Spain
| | - Javier Ramos-Lopez
- Department of Signal Theory and Communications and Telematics Systems and Computing, Rey Juan Carlos University, Fuenlabrada, Spain
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A Review of the Potential Benefits of Increasing Vitamin D Status in Mongolian Adults through Food Fortification and Vitamin D Supplementation. Nutrients 2019; 11:nu11102452. [PMID: 31615079 PMCID: PMC6835745 DOI: 10.3390/nu11102452] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 10/02/2019] [Accepted: 10/07/2019] [Indexed: 02/06/2023] Open
Abstract
Serum 25-hydroxyvitamin D (25(OH)D) concentrations are low in Mongolia, averaging 22 ng/mL in summer and only 8 ng/mL in winter. Mongolians have high incidence and/or prevalence of several diseases linked to low 25(OH)D concentrations, including ischemic heart disease, malignant neoplasms, cirrhosis of the liver, ischemic stroke, lower respiratory tract infections, preterm birth complications, and diabetes mellitus. Fortifying regularly consumed foods such as flour, milk, and edible oils with vitamin D3 could raise 25(OH)D concentrations by about 10 ng/mL. However, to achieve 25(OH)D concentrations of 30–40 ng/mL in adults, vitamin D intakes of 1000 to 4000 IU/day would be required, making personal supplement use necessary. On the basis of prospective observational studies and clinical trials of disease incidence or known mortality rates and adverse pregnancy and birth outcomes, raising mean serum 25(OH)D concentrations to 40 ng/mL would likely reduce incidence and mortality rates for those and other diseases, reduce the rate of adverse pregnancy and birth outcomes, and increase mean life expectancy by one year or more.
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Older women do not have seasonal variations of vitamin D levels: a study from a southern country. Menopause 2019; 25:912-917. [PMID: 29634637 DOI: 10.1097/gme.0000000000001103] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVE The aim was to study whether the seasonal variation of vitamin D [25(OH)-D or calcidiol] is similar or different in younger and older women living in a southern country. METHODS Measurement of serum 25(OH)-D concentration in 739 Chilean women aged 20 to 87 years, residents of Santiago (latitude: 33.4° South) who, during a routine gynaecological checkup, agreed to be evaluated. RESULTS The mean serum concentration of 25(OH)-D for the group was 24.1 ± 10.5 ng/mL. In women 20 to 39 years, the mean was significantly different from the mean of the ≥60 years old group (25.8 ± 10.6 ng/mL vs 23.9 ± 11.1 ng/mL; P < 0.02). Globally, 38.4% of participants had vitamin D deficiency and 36.1% insufficiency. A deficiency was present in 28.4% of the 20 to 39 years old, and in 43.9% in the ≥60 years old group (P < 0.004). In the whole group, a lower proportion (P < 0.0001) of vitamin D deficiency cases in the youngest women occurred during the summer (23.7%) in comparison to the winter (47.7%). It was observed that the proportion of participants in the 20 to 39 years old group with vitamin D deficiency fell from 48.9% in winter to 4.9% in summer (P = 0.0001). In the older groups, this change (less deficiency) is progressively smaller, 51.2% to 27.6% (P = 0.0020) in women 40 to 59 years old, and it does not happen in women ≥60 years (40% with vitamin D deficiency). CONCLUSIONS Serum vitamin D deficiency [25(OH)-D or calcidiol] is highly prevalent in Santiago, especially in older women (≥60 y) throughout the year. In contrast, in younger women (<40 y), the vitamin D deficiency tends to disappear during summer. More epidemiological studies and targeted prevention actions on vitamin D deficiency are warranted.
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Kramer CS, Szmidt MK, Sicinska E, Brzozowska A, Santoro A, Franceschi C, de Groot LCPGM, Berendsen AAM. The Elderly-Nutrient Rich Food Score Is Associated With Biochemical Markers of Nutritional Status in European Older Adults. Front Nutr 2019; 6:150. [PMID: 31572729 PMCID: PMC6749059 DOI: 10.3389/fnut.2019.00150] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Accepted: 08/27/2019] [Indexed: 12/19/2022] Open
Abstract
Background: In order to prevent age-related degenerative diseases in the aging population, their diets should be nutrient dense. For this purpose, the Elderly-Nutrient rich food (E-NRF7.3) score has been developed to assess nutrient density of diets by capturing dietary reference values for older adults. To demonstrate its practical importance such score should be validated against markers of nutritional status and health. Objective: The objective of this study was to examine the association between the E-NRF7.3 score and markers of nutritional status and inflammation. Design: This study was carried out in a sample of the NU-AGE study including 242 Dutch and 210 Polish men and women, aged 65-79 years. Dietary intake was assessed by means of 7-day food records and structured questionnaires collected data on supplement use, lifestyle, and socio-economic information. Baseline measurements included anthropometrics, physical and cognitive function tests, and a fasting venipuncture. E-NRF7.3 scores were calculated to estimate nutrient density of foods and the diet. Associations between the E-NRF7.3 scores and micronutrient status of vitamin D, folate, vitamin B12, homocysteine, and c-reactive protein (CRP) were examined using linear regression analysis while adjusting for confounders. Results: Each one unit increase in E-NRF7.3 score was associated with a 2.2% increase in serum folate in Dutch and 1.6% increase in Polish participants in the fully adjusted models (both p < 0.01). Each one unit increase in E-NRF7.3 was significantly associated with a 1.5% decrease in homocysteine levels in Dutch participants (p < 0.01), whereas, a 0.9% increase in vitamin B12 levels was observed in Polish participants only (p < 0.01). Higher E-NRF7.3 scores were not associated with vitamin D or CRP levels. Adjustment for potential confounders did not substantially alter these results. Discussion: The E-NRF7.3 was developed to reflect dietary intake of relevant nutrients for older adults. Its association with markers of nutritional status could be confirmed for folate (both populations), vitamin B12 (Poland only), and homocysteine (the Netherlands only). There was no association with vitamin D and CRP. To further demonstrate its validity and practical implication, future studies should include a wider range of nutritional status makers, health outcomes, and inflammation markers.
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Affiliation(s)
- Charlotte S. Kramer
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, Netherlands
| | - Maria K. Szmidt
- Department of Human Nutrition, Warsaw University of Life Sciences–SGGW, Warsaw, Poland
| | - Ewa Sicinska
- Department of Human Nutrition, Warsaw University of Life Sciences–SGGW, Warsaw, Poland
| | - Anna Brzozowska
- Department of Human Nutrition, Warsaw University of Life Sciences–SGGW, Warsaw, Poland
| | - Aurelia Santoro
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Claudio Franceschi
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), Alma Mater Studiorum, University of Bologna, Bologna, Italy
- Department of Applied Mathematics, Institute of Information Technology, Mathematics and Mechanics (ITMM), Lobachevsky State University of Nizhny Novgorod-National Research University (UNN), Nizhny Novgorod, Russia
| | | | - Agnes A. M. Berendsen
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, Netherlands
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Laird EJ, McNicholas T, O'Halloran AM, Healy M, Molloy AM, Carey D, O'Connor D, McCarroll K, Kenny RA. Vitamin D Status Is Not Associated With Orthostatic Hypotension in Older Adults. Hypertension 2019; 74:639-644. [PMID: 31327261 DOI: 10.1161/hypertensionaha.119.13064] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
There has been much interest in investigating vitamin D status with orthostatic hypotension. However, studies have been small, inconsistent, and with a lack of standardization. The aim of this study was to investigate the association with vitamin D status in a large, nationally representative older adult population using a traceable standard of measurement and an accurate assessment of beat-to-beat blood pressure (BP). This study used participants aged >50 years from The Irish Longitudinal Study on Ageing. Impaired stabilization of BP on standing was defined as a sustained drop of ≥20 mm Hg systolic BP or ≥10 mm Hg diastolic BP up to 40 seconds post stand (impaired stabilization of BP on standing). We also analyzed participants who sustained a drop of ≥20 mm Hg systolic BP or ≥10 mm Hg diastolic BP throughout the 110 seconds stand (OH110). Vitamin D was categorized into sufficient (≥50 nmol/L), insufficient (30-50 nmol/L), and deficient (<30 nmol/L) status. After exclusion criteria 4209 participants were included. Those with deficiency were more likely to be smokers, take antihypertensive medications and had higher levels of cardiovascular disorders compared with those with sufficient status. In a univariate logistic regression those with deficient (odds ratio, 1.18; 95% CI, 0.86-1.61; P=0.303) or insufficient (odds ratio, 1.13; 95% CI, 0.91; P=0.272) status were no more likely to have evidence of impaired stabilization of BP on standing on active stand compared with sufficiency. Similar findings were found for OH110: deficient (odds ratio, 0.85; 95% CI, 0.52-1.40; P=0.528) or insufficient (odds ratio, 0.86; 95% CI, 0.61-1.21; P=0.384) versus sufficiency. In conclusion, vitamin D is not significantly associated with orthostatic hypotension in older adults.
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Affiliation(s)
- Eamon J Laird
- From the Department of Medical Gerontology, The Irish Longitudinal Study on Ageing (TILDA), Lincoln Gate, Trinity College, Dublin, Ireland (E.J.L., T.M., A.M.O., D.C., C.O., R.A.K.)
| | - Triona McNicholas
- From the Department of Medical Gerontology, The Irish Longitudinal Study on Ageing (TILDA), Lincoln Gate, Trinity College, Dublin, Ireland (E.J.L., T.M., A.M.O., D.C., C.O., R.A.K.)
| | - Aisling M O'Halloran
- From the Department of Medical Gerontology, The Irish Longitudinal Study on Ageing (TILDA), Lincoln Gate, Trinity College, Dublin, Ireland (E.J.L., T.M., A.M.O., D.C., C.O., R.A.K.)
| | - Martin Healy
- Department of Biochemistry, St James's Hospital, Dublin, Ireland (M.H.)
| | - Anne M Molloy
- School of Medicine, Trinity College Dublin, Ireland (A.M.M.)
| | - Daniel Carey
- From the Department of Medical Gerontology, The Irish Longitudinal Study on Ageing (TILDA), Lincoln Gate, Trinity College, Dublin, Ireland (E.J.L., T.M., A.M.O., D.C., C.O., R.A.K.)
| | - Deirdre O'Connor
- From the Department of Medical Gerontology, The Irish Longitudinal Study on Ageing (TILDA), Lincoln Gate, Trinity College, Dublin, Ireland (E.J.L., T.M., A.M.O., D.C., C.O., R.A.K.)
| | - Kevin McCarroll
- Mercer's Institute for Successful Ageing, St James's Hospital, Dublin, Ireland (K.M., R.A.K.)
| | - Rose Anne Kenny
- From the Department of Medical Gerontology, The Irish Longitudinal Study on Ageing (TILDA), Lincoln Gate, Trinity College, Dublin, Ireland (E.J.L., T.M., A.M.O., D.C., C.O., R.A.K.).,Mercer's Institute for Successful Ageing, St James's Hospital, Dublin, Ireland (K.M., R.A.K.)
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30
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Mendes MM, Darling AL, Hart KH, Morse S, Murphy RJ, Lanham-New SA. Impact of high latitude, urban living and ethnicity on 25-hydroxyvitamin D status: A need for multidisciplinary action? J Steroid Biochem Mol Biol 2019; 188:95-102. [PMID: 30610914 DOI: 10.1016/j.jsbmb.2018.12.012] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2018] [Revised: 12/17/2018] [Accepted: 12/31/2018] [Indexed: 12/12/2022]
Abstract
The effects of urban living on health are becoming increasingly important, due to an increasing global population residing in urban areas. Concomitantly, due to immigration, there is a growing number of ethnic minority individuals (African, Asian or Middle Eastern descent) living in westernised Higher Latitude Countries (HLC) (e.g. Europe, Canada, New Zealand). Of concern is the fact that there is already a clear vitamin D deficiency epidemic in HLC, a problem which is likely to grow as the ethnic minority population in these countries increases. This is because 25-hydroxyvitamin D (25(OH)D) status of ethnic groups is significantly lower compared to native populations. Environmental factors contribute to a high prevalence of vitamin D deficiency in HLC, particularly during the winter months when there is no sunlight of appropriate wavelength for vitamin D synthesis via the skin. Also, climatic factors such as cloud cover may reduce vitamin D status even in the summer. This may be further worsened by factors related to urban living, including air pollution, which reduces UVB exposure to the skin, and less occupational sun exposure (may vary by individual HLC). Tall building height may reduce sun exposure by making areas more shaded. In addition, there are ethnicity-specific factors which further worsen vitamin D status in HLC urban dwellers, such as low dietary intake of vitamin D from foods, lower production of vitamin D in the skin due to increased melanin and reduced skin exposure to UVB due to cultural dress style and sun avoidance. A multidisciplinary approach applying knowledge from engineering, skin photobiology, nutrition, town planning and social science is required to prevent vitamin D deficiency in urban areas. Such an approach could include reduction of air pollution, modification of sun exposure advice to emphasise spending time each day in non-shaded urban areas (e.g. parks, away from tall buildings), and advice to ethnic minority groups to increase sun exposure, take vitamin D supplements and/or increase consumption of vitamin D rich foods in a way that is safe and culturally acceptable. This review hopes to stimulate further research to assess the impact of high latitude, urban environment and ethnicity on the risk of vitamin D deficiency.
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Affiliation(s)
- Marcela M Mendes
- Department of Nutritional Sciences, School of Biosciences and Medicine, Faculty of Health and Medical Sciences, University of Surrey, UK.
| | - Andrea L Darling
- Department of Nutritional Sciences, School of Biosciences and Medicine, Faculty of Health and Medical Sciences, University of Surrey, UK.
| | - Kathryn H Hart
- Department of Nutritional Sciences, School of Biosciences and Medicine, Faculty of Health and Medical Sciences, University of Surrey, UK.
| | - Stephen Morse
- Centre for Environment and Sustainability, University of Surrey, UK.
| | - Richard J Murphy
- Centre for Environment and Sustainability, University of Surrey, UK.
| | - Susan A Lanham-New
- Department of Nutritional Sciences, School of Biosciences and Medicine, Faculty of Health and Medical Sciences, University of Surrey, UK.
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O'Sullivan F, Raftery T, van Weele M, van Geffen J, McNamara D, O'Morain C, Mahmud N, Kelly D, Healy M, O'Sullivan M, Zgaga L. Sunshine is an Important Determinant of Vitamin D Status Even Among High-dose Supplement Users: Secondary Analysis of a Randomized Controlled Trial in Crohn's Disease Patients. Photochem Photobiol 2019; 95:1060-1067. [PMID: 30649836 DOI: 10.1111/php.13086] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Revised: 01/08/2019] [Accepted: 01/08/2019] [Indexed: 12/15/2022]
Abstract
Sunshine is considered to be the most important source of vitamin D. Due to an increased risk of skin cancer, sun avoidance is advised, but this directly contributes to the high prevalence of vitamin D deficiency. The simple solution is to advise vitamin D supplementation. The aim of this study was to examine the absolute and relative contribution of sunshine and supplementation to vitamin status. This study was a secondary analysis of an RCT of 92 Crohn's disease patients in remission (49% female, median age = 44). Participants were randomized to 2000 IU day-1 of vitamin D3 or placebo for 1 year, with 25-hydroxyvitamin D (25(OH)D) being measured at baseline and every 4 months. Based on participant's place of residence, daily ambient UVB dose at wavelengths that can induce vitamin D synthesis (D-UVB) was obtained. Cumulative and weighted ambient D-UVB (cw-D-UVB) exposure prior to each blood draw was calculated for each participant. Linear regression analysis and multilevel modeling were used to examine the association between UVB exposure, supplementation and 25(OH)D concentration. There was considerable annual variation in D-UVB, cw-D-UVB and 25(OH)D. Both supplementation and cw-D-UVB were found to be strongly associated with 25(OH)D: in multilevel model, an increase of approximately 6 nmol L-1 for every 100 kJ m-2 in cw-D-UVB was found, among those receiving placebo and supplementation (P < 0.0001). Treatment was associated with increase of 23 nmol L-1 (P < 0.0001). Sunshine is an important determinant of 25(OH)D concentration, even in those who are taking high-dose vitamin D supplements and reside at a higher mid-latitude location.
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Affiliation(s)
- Fiona O'Sullivan
- Department of Public Health and Primary Care, Institute of Population Health, Trinity College Dublin, Dublin, Republic of Ireland
| | - Tara Raftery
- Department of Clinical Medicine, Trinity Centre for Health Sciences, Trinity College Dublin, Dublin, Republic of Ireland
| | - Michiel van Weele
- Royal Netherlands Meteorological Institute (KNMI), De Bilt, The Netherlands
| | - Jos van Geffen
- Royal Netherlands Meteorological Institute (KNMI), De Bilt, The Netherlands
| | - Deirdre McNamara
- Department of Gastroenterology, Trinity Centre for Health Sciences, Trinity College Dublin, Dublin, Republic of Ireland
| | - Colm O'Morain
- Department of Gastroenterology, Trinity Centre for Health Sciences, Trinity College Dublin, Dublin, Republic of Ireland
| | - Nasir Mahmud
- Department of Clinical Medicine, Trinity Centre for Health Sciences, Trinity College Dublin, Dublin, Republic of Ireland
| | - Dervla Kelly
- Department of Public Health and Primary Care, Institute of Population Health, Trinity College Dublin, Dublin, Republic of Ireland
| | - Martin Healy
- Department of Biochemistry, St James's Hospital, Trinity College Dublin, Dublin, Republic of Ireland
| | - Maria O'Sullivan
- Department of Clinical Medicine, Trinity Centre for Health Sciences, Trinity College Dublin, Dublin, Republic of Ireland
| | - Lina Zgaga
- Department of Public Health and Primary Care, Institute of Population Health, Trinity College Dublin, Dublin, Republic of Ireland
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Laird E, O'Halloran AM, Carey D, Healy M, O'Connor D, Moore P, Shannon T, Molloy AM, Kenny RA. The Prevalence of Vitamin D Deficiency and the Determinants of 25(OH)D Concentration in Older Irish Adults: Data From The Irish Longitudinal Study on Ageing (TILDA). J Gerontol A Biol Sci Med Sci 2019; 73:519-525. [PMID: 28958047 DOI: 10.1093/gerona/glx168] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Accepted: 08/31/2017] [Indexed: 12/28/2022] Open
Abstract
Background Few data are available examining the determinants of vitamin D status exclusively in older adults. We aimed to investigate the prevalence and determinants of vitamin D deficiency in a representative sample of the older Irish population (aged 50-98 years). Methods The concentration of 25-hydroxyvitamin D (25(OH)D) was measured in 5,356 community-dwelling older Irish adults from The Irish Longitudinal Study on Ageing (TILDA). Detailed demographic, geographic, lifestyle, and socioeconomic factors were assessed by questionnaire. Proportions of deficiency prevalence were generated by season sampled. Linear regression was used to investigate the association between 25(OH)D concentration and reported risk factors. Results The prevalence of deficiency (25(OH)D < 30 nmol/L) was 13.1% (95% CI: 12.1-14.2). Deficiency status was more prevalent in nonsupplement users, in winter, in smokers, in obese adults, the physically inactive, those living alone, and in the oldest old (>80 years). The main predictors (p < .05) of 25(OH)D concentration were supplement use (coefficient nmol/L: 27.2 [95% CI: 15.3-39.2]), smoking (-8.9 [-12.6--5.2]), summer season (5.9 [2.7-9.1]), and obesity (-4.0 [-6.3--1.7]). Conclusion Vitamin D deficiency is common among older Irish adults. These data indicate the need for targeted strategies within sections of the older population to improve vitamin D status.
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Affiliation(s)
- Eamon Laird
- The Irish Longitudinal Study on Ageing, Trinity College Dublin, Ireland
| | | | - Daniel Carey
- The Irish Longitudinal Study on Ageing, Trinity College Dublin, Ireland
| | - Martin Healy
- The Department of Biochemistry & Clinical Pathology, St James's Hospital, Dublin, Ireland
| | - Deirdre O'Connor
- The Irish Longitudinal Study on Ageing, Trinity College Dublin, Ireland
| | - Patrick Moore
- The Irish Longitudinal Study on Ageing, Trinity College Dublin, Ireland
| | - Tom Shannon
- The Department of Biochemistry & Clinical Pathology, St James's Hospital, Dublin, Ireland
| | | | - Rose Anne Kenny
- The Irish Longitudinal Study on Ageing, Trinity College Dublin, Ireland.,School of Medicine, Trinity College Dublin, Ireland.,Mercer's Institute for Successful Ageing, St. James's Hospital, Dublin, Ireland
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Daniel S, Kalansky A, Tsur A, Pinsk V, Ling G, Rannan R, Yerushalmi B. Seasonality of birth affects paediatric coeliac disease. Acta Paediatr 2019; 108:529-534. [PMID: 29885263 DOI: 10.1111/apa.14441] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Revised: 04/30/2018] [Accepted: 06/05/2018] [Indexed: 12/22/2022]
Abstract
AIM This study investigated the seasonality of birth in children diagnosed with coeliac disease (CD) at a tertiary University hospital in Southern Israel. METHODS This was a population-based retrospective time series analysis study from January 1988 to December 2014. There were 308 903 live births at Soroka University Medical Centre during the study period and 699 were diagnosed with CD. We combined three databases covering births, CD diagnoses and weather indices. The daily proportion of births that resulted in CD for the different four seasons and high seasons were compared to the weather indices on the day of birth using negative binomial regression. RESULTS Statistically significant associations were found between the season of birth and the rate of CD, with autumn births being associated with a higher risk for the development of CD than births during the summer, with an incidence ratio of 1.22. The association was further increased when the defined summer and autumn high seasons were used, with an incidence ratio of 1.40. No association was found between CD and the mean temperature and global radiation. CONCLUSION Coeliac disease was associated with birth during the autumn and the autumn high season posed an even more significant risk factor.
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Affiliation(s)
- Sharon Daniel
- The Department of Public Health Faculty of Medical Sciences Ben‐Gurion University of the Negev Beer‐Sheva Israel
| | - Adie Kalansky
- Medical School for International Health in Affiliation with Columbia University Medical Centre Ben‐Gurion University of the Negev Beer‐Sheva Israel
| | - Avishai Tsur
- Pediatric Gastroenterology Unit Soroka University Medical Centre and Faculty of Health Sciences Ben‐Gurion University of the Negev Beer‐Sheva Israel
| | - Vered Pinsk
- Pediatric Gastroenterology Unit Soroka University Medical Centre and Faculty of Health Sciences Ben‐Gurion University of the Negev Beer‐Sheva Israel
| | - Galina Ling
- Pediatric Gastroenterology Unit Soroka University Medical Centre and Faculty of Health Sciences Ben‐Gurion University of the Negev Beer‐Sheva Israel
| | - Ronit Rannan
- Pediatric Gastroenterology Unit Soroka University Medical Centre and Faculty of Health Sciences Ben‐Gurion University of the Negev Beer‐Sheva Israel
| | - Baruch Yerushalmi
- Pediatric Gastroenterology Unit Soroka University Medical Centre and Faculty of Health Sciences Ben‐Gurion University of the Negev Beer‐Sheva Israel
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25-Hydroxyvitamin D Measurement in Human Hair: Results from a Proof-of-Concept study. Nutrients 2019; 11:nu11020423. [PMID: 30781610 PMCID: PMC6412768 DOI: 10.3390/nu11020423] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 02/03/2019] [Accepted: 02/14/2019] [Indexed: 12/27/2022] Open
Abstract
Vitamin D deficiency has been implicated in numerous human diseases leading to an increased interest in assessing vitamin D status. Consequentially, the number of requests for vitamin D measurement keeps dramatically increasing year-on-year. Currently, the recognised best marker of vitamin D status is the concentration of the 25-hydroxyvitamin D (25(OH)D3) in the blood circulation. While providing an accurate estimate of vitamin D status at the point in time of sampling, it cannot account for the high variability of 25(OH)D3 concentration. In this proof of concept study we set out to provide evidence that 25(OH)D3 can be extracted from hair samples in a similar fashion to steroid hormones. Two of the authors (L.Z. and M.H.) provided hair samples harvested from the crown area of the scalp and the third author (E.L.) provided beard samples. These samples, cut into 1 cm lengths, were weighed, washed and dried. 25(OH)D was extracted using a previously published steroid hormones extraction procedure. Blood samples were taken from the subjects at the same time all tissue samples were analysed using liquid-chromatography mass spectrometry. Hair samples showed presence of quantifiable 25(OH)D3 with concentrations ranging from 11.9–911 pg/mg. The beard sample had a concentration of 231 pg/mg. Serum levels of 25(OH)D3 ranged from 72–78 nmol/L. The results presented here confirm the feasibility of measuring 25(OH)D3 in hair samples. The findings warrant further validation and development and have the potential to yield valuable information relating to temporal trends in vitamin D physiology.
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Husain NE, Badie Suliman AA, Abdelrahman I, Bedri SA, Musa RM, Osman HE, Mustafa AH, Gafer N, Farah E, Satir AA, Ahmed MH, Osman M, Khalil AA, Agaimy A. Vitamin D level and its determinants among Sudanese Women: Does it matter in a sunshine African Country? J Family Med Prim Care 2019; 8:2389-2394. [PMID: 31463263 PMCID: PMC6691462 DOI: 10.4103/jfmpc.jfmpc_247_19] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Background: Vitamin D deficiency is a worldwide concern. The aim of the current study was to determine the vitamin D level and its contributing factors in Sudanese women. Methods: In this cross-sectional study, 251 Sudanese women attending Family Health Centers in Khartoum, Sudan were interviewed. Following the exclusion of confounding factors, samples from 190 women were analzsed. Serum 25 hydroxyvitamin D “25(OH) D” was quantified using competitive electrochemiluminescence immunoassay. Results: Participants’ age ranged from 18 to 85 years with a mean age (±SD) of 40.2 (±14.06) years. The mean (±SD) vitamin D level was 13.4 (±6.72) ng/ml, ranged 3.00–36.5 ng/ml and the median was 12.7 ng/mL. In total, 157 out of 190 (82.6%) had vitamin D serum levels below 20 ng/ml (deficient); of whom, 52 (27.4%) were in the age group 21–30 years (P value = 0.228). The correlation between vitamin D level and residence outside Khartoum, sun-exposed face and hands, and face and limbs in comparison with being completely covered were found to be statistically significant (p values 0.008, 0.023, and 0.036). Conclusion: This study displayed a high percentage (82.6%.) of vitamin D deficiency among women in Sudan, and this in part may indicate that sunshine alone cannot guarantee vitamin D sufficiency in the tropics. Family physicians in tropical countries should screen those with clinical presentations related to vitamin D deficiency.
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Affiliation(s)
| | | | | | - Shahinaz A Bedri
- Department of Pathology, Faculty of Medicine, Ahfad University for Women, Omdurman, Sudan
| | - Rasha M Musa
- Department of Medical Laboratories and Blood Bank, National Ribat University Hospital, Sudan
| | - Hind E Osman
- Department of Pathology, Faculty of Veterinary Medicine, Sudan University for Science and Technology, Sudan
| | - Ayda H Mustafa
- Combined Clinic, Radiation and Isotope Center, Khartoum (RICK) and Department of Surgery, Alneelain University, Sudan
| | - Nahla Gafer
- Radiation and Isotope Center, Khartoum (RICK), Sudan
| | - Ehab Farah
- Department of Statistics, Faculty of Sciences, University of Tabouk, Saudi Arabia
| | | | - Mohamed H Ahmed
- Department of Medicine and HIV Metabolic Clinic, Milton Keynes University, Hospital NHS Foundation Trust, Eaglestone, Milton Keynes, Buckinghamshire, UK
| | - Mugtaba Osman
- Armed Forces Centre for Psychiatric Care, Taif, Saudi Arabia
| | - Atif A Khalil
- Nephrology Department, Noble's Hospital, Isle of Man IM44RJ, UK
| | - Abbas Agaimy
- Institute of Pathology, University of Erlangen, Germany
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Tahmasebi H, Trajcevski K, Higgins V, Adeli K. Influence of ethnicity on population reference values for biochemical markers. Crit Rev Clin Lab Sci 2018; 55:359-375. [DOI: 10.1080/10408363.2018.1476455] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Houman Tahmasebi
- CALIPER Program, Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Canada
- Department of Laboratory Medicine & Pathobiology, Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Karin Trajcevski
- CALIPER Program, Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Canada
| | - Victoria Higgins
- CALIPER Program, Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Canada
- Department of Laboratory Medicine & Pathobiology, Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Khosrow Adeli
- CALIPER Program, Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Canada
- Department of Laboratory Medicine & Pathobiology, Faculty of Medicine, University of Toronto, Toronto, Canada
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37
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O'Sullivan F, van Geffen J, van Weele M, Zgaga L. Annual Ambient UVB at Wavelengths that Induce Vitamin D Synthesis is Associated with Reduced Esophageal and Gastric Cancer Risk: A Nested Case-Control Study. Photochem Photobiol 2018; 94:797-806. [PMID: 29485201 DOI: 10.1111/php.12915] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 02/14/2018] [Accepted: 02/14/2018] [Indexed: 12/11/2022]
Abstract
Vitamin D has been shown to be beneficial at reducing the risk of cancer; however, studies examining esophageal and gastric cancer have been scarce and findings inconsistent. The UK Biobank cohort was used for this nested case-control study (N = 3732). Primary, incident esophageal and gastric cancer cases diagnosed after recruitment were identified via linkage to National Cancer Registries. Tropospheric Emissions Monitoring Internet Service database was used to calculate ambient annual UVB dose (D-UVB). Conditional logistic regression was used to investigate the relationship between annual ambient D-UVB and risk of esophageal and gastric cancer, and odds ratios (ORs) are reported. In total, 373 esophageal and 249 gastric cancer cases and 3110 age- and gender-matched controls were included in the study. We found a strong inverse association between annual ambient D-UVB and odds of developing esophageal or gastric cancer: Compared to the lowest tertile, OR for the highest tertile was 0.64 (95%CI:0.51-0.79) in adjusted analysis. The association was strengthened when restricted to esophageal cancer (OR = 0.60; 95%CI:0.45-0.80) and esophageal adenocarcinoma cases (OR = 0.48; 95%CI: 0.34-0.68). Similar results were found in unadjusted and stratified analysis. In conclusion, ambient UVB radiation is inversely associated with the development of esophageal and gastric cancer, even in a high-latitude country.
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Affiliation(s)
- Fiona O'Sullivan
- Department of Public Health and Primary Care, Trinity College Dublin, The University of Dublin, Dublin, Ireland
| | - Jos van Geffen
- Royal Netherlands Meteorological Institute, (KNMI), De Bilt, The Netherlands
| | - Michiel van Weele
- Royal Netherlands Meteorological Institute, (KNMI), De Bilt, The Netherlands
| | - Lina Zgaga
- Department of Public Health and Primary Care, Trinity College Dublin, The University of Dublin, Dublin, Ireland
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O'Brien EC, O'Sullivan EJ, Kilbane MT, Geraghty AA, McKenna MJ, McAuliffe FM. Season and vitamin D status are independently associated with glucose homeostasis in pregnancy. Nutr Metab (Lond) 2017; 14:50. [PMID: 28775759 PMCID: PMC5539754 DOI: 10.1186/s12986-017-0203-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Accepted: 07/18/2017] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Vitamin D status and season are intrinsically linked, and both have been proposed to be associated with glucose homeostasis in pregnancy, with conflicting results. We aimed to determine if exposure to winter and low maternal 25 hydroxyvitamin D (25OHD) in early pregnancy were associated with maternal glucose metabolism. METHODS This is a secondary data analysis of 334 pregnant women enrolled in the ROLO study, Dublin. Serum 25OHD, fasting glucose, insulin and insulin resistance (HOMA-IR) were measured in early (12 weeks' gestation) and late pregnancy (28 weeks' gestation). Season of first antenatal visit was categorised as extended winter (November-April) or extended summer (May-October). Multiple linear regression models, adjusted for confounders, were used for analysis. RESULTS Those who attended their first antenatal visit in extended winter had lower 25OHD compared to extended summer (32.9 nmol/L vs. 44.1 nmol/L, P < 0.001). Compared to those who attended their first antenatal visit during extended summer, extended winter was associated with increased HOMA-IR in early-pregnancy (46.7%) and late pregnancy (53.7%), independent of 25OHD <30 nmol/L and confounders. Early pregnancy 25OHD <30 nmol/L and extended winter were independently associated with significantly higher fasting glucose in late pregnancy (B = 0.15 and 0.13, respectively). CONCLUSIONS Women who attended their first antenatal visit during the months of extended winter were more likely to have raised insulin resistance in early pregnancy, which had a lasting association to 28 weeks, and was independent of 25OHD. Our novel findings imply that seasonal variation in insulin resistance may not be fully explained by differences in vitamin D status. This could reflect circannual rhythm or seasonal lifestyle behaviours, and requires further exploration. TRIAL REGISTRATION ISRCTN registry, ISRCTN54392969, date of registration: 22/04/2009, retrospectively registered.
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Affiliation(s)
- Eileen C O'Brien
- UCD Perinatal Research Centre, Obstetrics & Gynaecology, School of Medicine, National Maternity Hospital, University College Dublin, Dublin, Ireland
| | - Elizabeth J O'Sullivan
- UCD Perinatal Research Centre, Obstetrics & Gynaecology, School of Medicine, National Maternity Hospital, University College Dublin, Dublin, Ireland
| | - Mark T Kilbane
- Department of Clinical Chemistry, St Vincent's University Hospital, Dublin, Ireland
| | - Aisling A Geraghty
- UCD Perinatal Research Centre, Obstetrics & Gynaecology, School of Medicine, National Maternity Hospital, University College Dublin, Dublin, Ireland
| | - Malachi J McKenna
- UCD Perinatal Research Centre, Obstetrics & Gynaecology, School of Medicine, National Maternity Hospital, University College Dublin, Dublin, Ireland.,Department of Endocrinology, St Vincent's University Hospital, Dublin, Ireland.,School of Medicine, University College Dublin, Dublin, Ireland
| | - Fionnuala M McAuliffe
- UCD Perinatal Research Centre, Obstetrics & Gynaecology, School of Medicine, National Maternity Hospital, University College Dublin, Dublin, Ireland
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