1
|
Caliman-Sturdza OA, Gheorghita RE, Soldanescu I. Vitamin D and COVID-19: Clinical Evidence and Immunological Insights. Life (Basel) 2025; 15:733. [PMID: 40430160 PMCID: PMC12112806 DOI: 10.3390/life15050733] [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: 03/29/2025] [Revised: 04/27/2025] [Accepted: 04/28/2025] [Indexed: 05/29/2025] Open
Abstract
Vitamin D has emerged as a potential modulator of immune responses, sparking interest in its role in COVID-19 susceptibility and clinical outcomes. This review synthesizes current clinical evidence and explores immunological insights into the relationship between vitamin D levels and COVID-19 infection severity. Epidemiological studies indicate an inverse correlation between vitamin D deficiency and an increased risk of severe disease, hospitalization, and mortality in COVID-19 patients. Immunologically, vitamin D exerts regulatory effects on both innate and adaptive immunity, enhancing antimicrobial defense mechanisms, reducing excessive inflammatory responses, and potentially mitigating cytokine storm events observed in severe COVID-19 cases. Despite promising observational data, clinical trials evaluating vitamin D supplementation have shown mixed results, underscoring the need for standardized dosing regimens and patient stratification. Future research should focus on large-scale randomized controlled trials to conclusively determine the therapeutic potential and optimal supplementation strategies for vitamin D in managing COVID-19.
Collapse
Affiliation(s)
- Olga Adriana Caliman-Sturdza
- Faculty of Medicine and Biological Sciences, Stefan cel Mare University of Suceava, 720229 Suceava, Romania;
- Suceava Emergency County Clinical Hospital, 720224 Suceava, Romania
| | - Roxana Elena Gheorghita
- Faculty of Medicine and Biological Sciences, Stefan cel Mare University of Suceava, 720229 Suceava, Romania;
| | - Iuliana Soldanescu
- Integrated Center for Research, Development, and Innovation for Advanced Materials, Nanotechnologies, Manufacturing and Control Distributed Systems (MANSiD), Stefan cel Mare University of Suceava, 720229 Suceava, Romania;
| |
Collapse
|
2
|
Salamony A, Abdelsalam M, Elguindy N, Roshdy WH, Youssef A, Shamikh Y. Vitamin D as an Adjuvant Immune Enhancer to SARS-Cov-2 Vaccine. Curr Microbiol 2025; 82:122. [PMID: 39918738 DOI: 10.1007/s00284-025-04095-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Accepted: 10/16/2024] [Indexed: 02/09/2025]
Abstract
The SARS-CoV-2 vaccine is an important keystone in fighting against the virus. The vaccination alone could not prevent all SARS-CoV-2 viral infections or even its spread, especially after the emergence of newly mutant strains. The immune response to the SARS-CoV-2 vaccines varies greatly from one person to another. Age, along with adequate micronutrients, especially vitamin D, are major factors influencing immunity. We aimed to analyze SARS-CoV-2 vaccine neutralization potency and the total IgG antibodies along with 25-hydroxy-cholecalciferol concentrations in a cohort of healthy Egyptian vaccinated adults. 196 individuals were included; 145 females and 51 males, with an age range between 22 and 59 years old, from the first time of vaccination and over 16 weeks long. Three blood samples were taken from each individual at three time points; before the 1st dose of vaccination, before the 2nd dose of vaccination, and after 8 weeks of complete vaccination. The samples were analyzed using a chemiluminescent immunoassay to measure vitamin D level and titer of neutralizing and IgG antibodies. A lower level of neutralizing antibodies was detected in deficient and insufficient vitamin D-vaccinated individuals. However, a sufficient titer was detected in individuals with normal vitamin D. Vitamin D deficiency is associated with a suppressed immune response against SARS-CoV-2 despite vaccination. Thus, we made inquiries about using vitamin D as an adjuvant to SARS-CoV-2 vaccination, and its relation with the production of anti-SARS-CoV-2 antibodies.
Collapse
Affiliation(s)
- Azza Salamony
- Virology Department, Central Public Health Laboratories (CPHL), Ministry of Health and Population, Cairo, 11613, Egypt
- Egypt Center for Research and Regenerative Medicine, ECRRM, Cairo, 11517, Egypt
| | - Maha Abdelsalam
- Department of Clinical Pathology, Faculty of Medicine, Mansoura University, Mansoura, 35516, Egypt.
- Allied Health Science, Badr University in Cairo (BUC), Cairo, Egypt.
| | - Nancy Elguindy
- Genomic Surveillance and Research Unit (GSR), (CPHL), Ministry of Health and Population, Cairo, Egypt
| | - Wael H Roshdy
- Genomic Surveillance and Research Unit (GSR), (CPHL), Ministry of Health and Population, Cairo, Egypt
| | - Amr Youssef
- Egypt Center for Research and Regenerative Medicine, ECRRM, Cairo, 11517, Egypt
- Ministry of Health and Population, Cairo, Egypt
| | - Yara Shamikh
- Virology Department, Central Public Health Laboratories (CPHL), Ministry of Health and Population, Cairo, 11613, Egypt
- Egypt Center for Research and Regenerative Medicine, ECRRM, Cairo, 11517, Egypt
| |
Collapse
|
3
|
Wimalawansa SJ. Vitamin D Deficiency Meets Hill's Criteria for Causation in SARS-CoV-2 Susceptibility, Complications, and Mortality: A Systematic Review. Nutrients 2025; 17:599. [PMID: 39940457 PMCID: PMC11820523 DOI: 10.3390/nu17030599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2024] [Revised: 01/15/2025] [Accepted: 01/17/2025] [Indexed: 02/16/2025] Open
Abstract
Clinical trials consistently demonstrate an inverse correlation between serum 25-hydroxyvitamin D [25(OH)D; calcifediol] levels and the risk of symptomatic SARS-CoV-2 disease, complications, and mortality. This systematic review (SR), guided by Bradford Hill's causality criteria, analyzed 294 peer-reviewed manuscripts published between December 2019 and November 2024, focusing on plausibility, consistency, and biological gradient. Evidence confirms that cholecalciferol (D3) and calcifediol significantly reduce symptomatic disease, complications, hospitalizations, and mortality, with optimal effects above 50 ng/mL. While vitamin D requires 3-4 days to act, calcifediol shows effects within 24 h. Among 329 trials, only 11 (3%) showed no benefit due to flawed designs. At USD 2/patient, D3 supplementation is far cheaper than hospitalization costs and more effective than standard interventions. This SR establishes a strong inverse relationship between 25(OH)D levels and SARS-CoV-2 vulnerability, meeting Hill's criteria. Vitamin D3 and calcifediol reduce infections, complications, hospitalizations, and deaths by ~50%, outperforming all patented, FDA-approved COVID-19 therapies. With over 300 trials confirming these findings, waiting for further studies is unnecessary before incorporating them into clinical protocols. Health agencies and scientific societies must recognize the significance of these results and incorporate D3 and calcifediol for prophylaxis and early treatment protocols of SARS-CoV-2 and similar viral infections. Promoting safe sun exposure and adequate vitamin D3 supplementation within communities to maintain 25(OH)D levels above 40 ng/mL (therapeutic range: 40-80 ng/mL) strengthens immune systems, reduces hospitalizations and deaths, and significantly lowers healthcare costs. When serum 25(OH)D levels exceed 70 ng/mL, taking vitamin K2 (100 µg/day or 800 µg/week) alongside vitamin D helps direct any excess calcium to bones. The recommended vitamin D dosage (approximately 70 IU/kg of body weight for a non-obese adult) to maintain 25(OH)D levels between 50-100 ng/mL is safe and cost-effective for disease prevention, ensuring optimal health outcomes.
Collapse
Affiliation(s)
- Sunil J Wimalawansa
- Endocrinology and Human Nutrition, CardioMetabolic & Endocrine Institute, North Brunswick, NJ 08902, USA
| |
Collapse
|
4
|
Libenská L, Kharoshka A, Pulkrabová J, Schulzová V, Drábová L. Influence of UV-B and culinary treatment on vitamin D2 and agaritine in button mushrooms. J Food Compost Anal 2025; 137:106879. [DOI: 10.1016/j.jfca.2024.106879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
|
5
|
Sabit H, Abdel-Ghany S, Abdallah MS, Abul-Maaty O, Khoder AI, Shoman NA, Farrag MS, Martasek P, Noreddin AM, Nazih M. Vitamin D: A key player in COVID-19 immunity and lessons from the pandemic to combat immune-evasive variants. Inflammopharmacology 2024; 32:3631-3652. [PMID: 39406981 PMCID: PMC11550250 DOI: 10.1007/s10787-024-01578-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Accepted: 09/18/2024] [Indexed: 11/10/2024]
Abstract
As of the 7th of July 2024, 775,754,322 confirmed cases of COVID-19, including 7,053,902 deaths worldwide, had been reported to the WHO (World Health Organization). Nevertheless, untill the 15th of July 2024, a total of 13,578,710,228 vaccine doses had been administered, with almost no country spared from COVID-19 attacks. The pathophysiology of this virus is complicated, and several symptoms require a deep understanding of the actual mechanisms. It is unclear why some patients develop severe symptoms while others do not, although literature suggests a role for vitamin D. Vitamin D plays a crucial role in the infection or in ameliorating the severity of symptoms. The mechanism of action of vitamin D and vitamin D deficiency (VDD) is well understood. VDD is associated with increased hospitalization of severely ill patients and increased levels of COVID-19-caused mortality. Recent studies suggest that vitamin D levels and genetic variations in the vitamin D receptor (VDR) gene significantly impact the severity and outcomes of COVID-19, especially in the infections caused by Delta and Omicron variants. Furthermore, VDD causes immune system dysregulation upon infection with SARS-CoV-2, indicating that vitamin D sufficiency is crucial in fighting against COVID-19 infection. The therapeutic effect of vitamin D raises interest in its potential role as a prophylactic and treatment adjunct. We evaluate the immunomodulatory effects of vitamin D and its ability to enhance the efficacy of new antiviral drugs like molnupiravir and paxlovid against SARS-CoV-2. This review discusses the role of vitamin D sufficiency and VDD in COVID-19 initiation and progression, emphasizing the molecular mechanisms by which vitamin D exerts its actions as a proactive step for the next pandemic. However, there is still no clear evidence of vitamin D's impact on prevention and treatment, leading to contradictory findings. Therefore, large-scale randomized trials are required to reach a definitive conclusion. A bibliometric analysis of publications related to vitamin D, immunity, and COVID-19 revealed a significant increase in research activity in this area, particularly in 2020-2024, underscoring the growing recognition of vitamin D's potential role in the context of the pandemic.
Collapse
Affiliation(s)
- Hussein Sabit
- Department of Medical Biotechnology, College of Biotechnology, Misr University for Science and Technology, P. O. Box 77, Giza, Egypt.
| | - Shaimaa Abdel-Ghany
- Department of Environmental Biotechnology, College of Biotechnology, Misr University for Science and Technology, P. O. Box 77, Giza, Egypt
| | - Mahmoud S Abdallah
- Department of Clinical Pharmacy, Faculty of Pharmacy, University of Sadat City (USC), Sadat City, 32897, Egypt
- Department of PharmD, Faculty of Pharmacy, Jadara University, Irbid, 21110, Jordan
| | | | - Ahmed I Khoder
- Scientific Office, Egyptian Society of Pharmacogenomics and Personalized Medicine (ESPM), Cairo, Egypt
- Molecular Biology Department, Genetic Engineering and Biotechnology Research Institute, University of Sadat City, Sadat City, Egypt
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Menoufia University, Shebin El-Koum, Egypt
| | - Nabil A Shoman
- Department of Pharmaceutics and Pharmaceutical Technology, Faculty of Pharmacy, Ahram Canadian University, Giza, Egypt
| | - Mohamed Sameh Farrag
- Scientific Office, Egyptian Society of Pharmacogenomics and Personalized Medicine (ESPM), Cairo, Egypt
- Department of Paediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University and General University Hospital in Prague Ke Karlovu 2, 128 08, Praha 2, Czech Republic
| | - Pavel Martasek
- Department of Paediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University and General University Hospital in Prague Ke Karlovu 2, 128 08, Praha 2, Czech Republic
| | - Ayman M Noreddin
- Scientific Office, Egyptian Society of Pharmacogenomics and Personalized Medicine (ESPM), Cairo, Egypt
- Department of Clinical Pharmacy, Faculty of Pharmacy, Ahram Canadian University (ACU), 6th of October City, Giza, 12566, Egypt
- Department of Internal Medicine, School of Medicine, University of California-Irvine, Irvine, CA, USA
| | - Mahmoud Nazih
- Scientific Office, Egyptian Society of Pharmacogenomics and Personalized Medicine (ESPM), Cairo, Egypt.
- Department of Clinical Pharmacy, Faculty of Pharmacy, Ahram Canadian University (ACU), 6th of October City, Giza, 12566, Egypt.
- Al Ryada University for Science and Technology (RST), ElMehwar ElMarkazy-2, Cairo - Alex desert RD K92, Sadat City, 16504, Egypt.
| |
Collapse
|
6
|
Lawton ML, Inge MM, Blum BC, Smith-Mahoney EL, Bolzan D, Lin W, McConney C, Porter J, Moore J, Youssef A, Tharani Y, Varelas X, Denis GV, Wong WW, Padhorny D, Kozakov D, Siggers T, Wuchty S, Snyder-Cappione J, Emili A. Multiomic profiling of chronically activated CD4+ T cells identifies drivers of exhaustion and metabolic reprogramming. PLoS Biol 2024; 22:e3002943. [PMID: 39689157 DOI: 10.1371/journal.pbio.3002943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Revised: 01/06/2025] [Accepted: 11/15/2024] [Indexed: 12/19/2024] Open
Abstract
Repeated antigen exposure leads to T-cell exhaustion, a transcriptionally and epigenetically distinct cellular state marked by loss of effector functions (e.g., cytotoxicity, cytokine production/release), up-regulation of inhibitory receptors (e.g., PD-1), and reduced proliferative capacity. Molecular pathways underlying T-cell exhaustion have been defined for CD8+ cytotoxic T cells, but which factors drive exhaustion in CD4+ T cells, that are also required for an effective immune response against a tumor or infection, remains unclear. Here, we utilize quantitative proteomic, phosphoproteomic, and metabolomic analyses to characterize the molecular basis of the dysfunctional cell state induced by chronic stimulation of CD4+ memory T cells. We identified a dynamic response encompassing both known and novel up-regulated cell surface receptors, as well as dozens of unexpected transcriptional regulators. Integrated causal network analysis of our combined data predicts the histone acetyltransferase p300 as a driver of aspects of this phenotype following chronic stimulation, which we confirmed via targeted small molecule inhibition. While our integrative analysis also revealed large-scale metabolic reprogramming, our independent investigation confirmed a global remodeling away from glycolysis to a dysfunctional fatty acid oxidation-based metabolism coincident with oxidative stress. Overall, these data provide both insights into the mechanistic basis of CD4+ T-cell exhaustion and serve as a valuable resource for future interventional studies aimed at modulating T-cell dysfunction.
Collapse
Affiliation(s)
- Matthew L Lawton
- Center for Network Systems Biology, Boston University School of Medicine, Boston, Massachusetts, United States of America
- Department of Biochemistry, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Melissa M Inge
- Depart of Biology, Boston University, Boston, Massachusetts, United States of America
| | - Benjamin C Blum
- Center for Network Systems Biology, Boston University School of Medicine, Boston, Massachusetts, United States of America
- Department of Biochemistry, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Erika L Smith-Mahoney
- Department of Microbiology, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Dante Bolzan
- Department of Computer Science, University of Miami, Miami, Florida, United States of America
| | - Weiwei Lin
- Center for Network Systems Biology, Boston University School of Medicine, Boston, Massachusetts, United States of America
- Department of Biochemistry, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Christina McConney
- Department of Microbiology, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Jacob Porter
- Knight Cancer Institute, Oregon Health and Science University, Portland, Oregon, United States of America
| | - Jarrod Moore
- Center for Network Systems Biology, Boston University School of Medicine, Boston, Massachusetts, United States of America
- Department of Biochemistry, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Ahmed Youssef
- Center for Network Systems Biology, Boston University School of Medicine, Boston, Massachusetts, United States of America
- Department of Biochemistry, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Yashasvi Tharani
- Center for Network Systems Biology, Boston University School of Medicine, Boston, Massachusetts, United States of America
- Depart of Biology, Boston University, Boston, Massachusetts, United States of America
| | - Xaralabos Varelas
- Department of Biochemistry, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Gerald V Denis
- Hematology and Medical Oncology, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Wilson W Wong
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts, United States of America
| | - Dzmitry Padhorny
- Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, New York, United States of America
- Laufer Center for Physical and Quantitative Biology, Stony Brook University, Stony Brook, New York, United States of America
| | - Dima Kozakov
- Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, New York, United States of America
- Laufer Center for Physical and Quantitative Biology, Stony Brook University, Stony Brook, New York, United States of America
| | - Trevor Siggers
- Depart of Biology, Boston University, Boston, Massachusetts, United States of America
| | - Stefan Wuchty
- Department of Computer Science, University of Miami, Miami, Florida, United States of America
- Miami Institute of Data Science and Computing, Miami, Florida, United States of America
| | - Jennifer Snyder-Cappione
- Department of Microbiology, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Andrew Emili
- Center for Network Systems Biology, Boston University School of Medicine, Boston, Massachusetts, United States of America
- Department of Biochemistry, Boston University School of Medicine, Boston, Massachusetts, United States of America
- Depart of Biology, Boston University, Boston, Massachusetts, United States of America
- Knight Cancer Institute, Oregon Health and Science University, Portland, Oregon, United States of America
| |
Collapse
|
7
|
Elnady M, Hafeez AA, Assal H, Zaid E, Abo Elwafa G. Serum vitamin D levels and the severity and clinical course of COVID-19. Monaldi Arch Chest Dis 2024. [PMID: 39324744 DOI: 10.4081/monaldi.2024.2978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 08/26/2024] [Indexed: 09/27/2024] Open
Abstract
Low vitamin D levels are associated with different pulmonary diseases, such as chronic obstructive pulmonary disease, bronchial asthma, and obstructive sleep apnea. In this study, we aimed to assess the relation between vitamin D levels and COVID-19 severity. Positive COVID-19 patients were subjected to clinical examination, computed tomography of the chest, and laboratory investigations. Serum vitamin D level was measured and correlated with the severity and the clinical course of the disease. The study included 72 patients, classified into four groups according to the severity of the disease. There was a statistically significant difference between the four groups regarding age, lymphocyte count, serum vitamin D, C-reactive protein, and lactate dehydrogenase levels. Serum vitamin D levels can be correlated with COVID-19 severity and clinical course.
Collapse
Affiliation(s)
- Mohamed Elnady
- Department of Chest Diseases, Faculty of Medicine, Cairo University.
| | | | - Hebatallah Assal
- Department of Chest Diseases, Faculty of Medicine, Cairo University.
| | | | - Gihan Abo Elwafa
- Department of Chest Diseases, Faculty of Medicine, Cairo University.
| |
Collapse
|
8
|
Metonidze I, Bostoganashvili N, Goderidze T, Tananashvili D. Serum 25-hydroxyvitamin D levels and health outcomes of hospitalization owing to COVID-19: a retrospective cross-sectional study. J Int Med Res 2024; 52:3000605241271770. [PMID: 39188127 DOI: 10.1177/03000605241271770] [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: 08/28/2024] Open
Abstract
OBJECTIVE We investigated the role of serum 25(OH)D (25-hydroxyvitamin D) in COVID-related health outcomes. METHODS We conducted a retrospective cross-sectional study using data of the National Center of Disease Control and Public Health, Georgia. We extracted patient data including length of hospital stay, transfer to the intensive care unit, requirement for oxygen therapy, treatment with glucocorticoids, and symptoms. After obtaining written informed consent, 384 individuals were enrolled. We divided participants into three groups according to 25(OH)D levels: group 1 = 25(OH)D <12 ng/mL (n = 83), group 2 = 25(OH)D 12-20 ng/mL (n = 141), and group 3 = 25(OH)D >20 ng/mL (n = 160). RESULTS The odds ratio (OR) for hospitalization in group 1 versus group 2 was 8.7 (95% confidence interval [CI] 3.6-21.3) and 5.6 for group 1 versus 3 (95% CI 2.7-11.9). Regarding oxygen therapy, OR = 28.41 for group 1 versus 2 (95% CI 3.7-220.5) and OR = 5.2 for group 1 versus 3 (95% CI 1.9-14.1). Regarding treatment with glucocorticoids, OR = 3.7 for group 1 versus 2 (95% CI 1.1-12.5) and OR = 8.4 for group 1 versus 3 (95% CI 1.8-40.7). CONCLUSION COVID-19-related morbidity was associated with decreased serum 25(OH)D levels. Future studies should investigate the potential role of vitamin D sufficiency in preventing SARS-CoV-2 infection and mortality.
Collapse
Affiliation(s)
- Irina Metonidze
- University of Georgia, 77, M. Kostava Street, Tbilisi 0171, Georgia
| | | | - Tamar Goderidze
- University of Georgia, 77, M. Kostava Street, Tbilisi 0171, Georgia
| | | |
Collapse
|
9
|
Saroha HS, Bhat S, Das L, Dutta P, Holick MF, Sachdeva N, Marwaha RK. Calcifediol boosts efficacy of ChAdOx1 nCoV-19 vaccine by upregulating genes promoting memory T cell responses. NPJ Vaccines 2024; 9:114. [PMID: 38902265 PMCID: PMC11190216 DOI: 10.1038/s41541-024-00909-w] [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: 02/08/2024] [Accepted: 06/11/2024] [Indexed: 06/22/2024] Open
Abstract
The ChAdOx1 nCoV-19 (COVISHIELD) vaccine has emerged as a pivotal tool in the global fight against the COVID-19 pandemic. In our previous study eligible subjects were supplemented with calcifediol, a direct precursor to the biologically active form of vitamin D, calcitriol with an objective to enhance the immunogenicity of the COVISHIELD vaccine. Herein we investigated the effects of calcifediol supplementation on gene expression profiles in individuals who received the COVISHIELD vaccine. Peripheral blood mononuclear cells were isolated from vaccinated individuals with and without calcifediol supplementation at baseline, 3rd and 6th month, and the gene expression profiles were analyzed using high-throughput sequencing. The results revealed distinct patterns of gene expression associated with calcifediol supplementation, suggesting potential molecular mechanisms underlying the beneficial effects of calcifediol in improving the efficacy of COVISHIELD vaccine via augmentation of T cell activation, proliferation and T cell memory responses. Additionally, there was upregulation of NOD like receptor, JAK/STAT and TGF beta signaling pathways. Calcifediol supplementation in vaccinated individuals also downregulated the pathways related to the Coronavirus disease. Taken together, our findings provide valuable insights into the interplay between vitamin D receptor (VDR) signaling and vaccine-induced immune responses and offer another approach in improving vaccination induced antiviral responses.
Collapse
Affiliation(s)
- Himanshu Singh Saroha
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, 160012, India
| | - Swati Bhat
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, 160012, India
| | - Liza Das
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, 160012, India
| | - Pinaki Dutta
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, 160012, India
| | - Michael F Holick
- Department of Section on Endocrinology, Diabetes, Nutrition & Weight Management, Department of Medicine, School of Medicine, Boston University, Boston, MA, USA
| | - Naresh Sachdeva
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, 160012, India.
| | - Raman Kumar Marwaha
- Department of Endocrinology, International Life Sciences Institute (ILSI) and Society for Endocrine Health Care of Elderly, Adolescents and Children (SEHEAC), New Delhi, India.
| |
Collapse
|
10
|
Younes S. The role of nutrition on the treatment of Covid 19. HUMAN NUTRITION & METABOLISM 2024; 36:200255. [DOI: 10.1016/j.hnm.2024.200255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/05/2024]
|
11
|
Guðnadóttir SD, Gunnarsdóttir I, Hernandez UB, Ingadóttir ÁR. High risk of malnutrition among hospitalised coronavirus disease 2019 (COVID-19) patients is associated with mortality and other clinical outcomes. Clin Nutr ESPEN 2024; 61:1-7. [PMID: 38777420 DOI: 10.1016/j.clnesp.2024.02.023] [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: 07/09/2023] [Revised: 01/28/2024] [Accepted: 02/21/2024] [Indexed: 05/25/2024]
Abstract
INTRODUCTION Increasing evidence indicates an association between nutritional status and Coronavirus disease 2019 (COVID-19) disease severity. The aim of the study was to describe the risk of malnutrition, body mass index (BMI) and vitamin D status of hospitalised COVID-19 patients and assess whether they are associated with duration of hospital stay, intensive care unit (ICU) admission, mechanical ventilation, and mortality. METHODS The study is a descriptive retrospective study of 273 patients with COVID-19 admitted to Hospital from February 2020 to March 2021. Patients were screened for risk of malnutrition using a validated screening tool. BMI was calculated from height and weight. Insufficient Vitamin D status was defined as 25(OH)vitD <50 nmol/L. Logistic regression analysis was used to assess the association between indicators of nutritional status of patients with COVID-19, and outcomes such as duration of stay >7 days, ICU admission, mechanical ventilation, and mortality. Interaction between risk of malnutrition and BMI of ≥30 kg/m2 was assessed using the likelihood ratio test with hospital stay, ICU admission, mechanical ventilation, and mortality as outcomes. RESULTS Screening for risk of malnutrition identified 201 (74%) patients at a medium to high risk of malnutrition. Patients defined as being at a medium or high risk of malnutrition were more likely to be hospitalised for >7 days compared to those defined as low risk (OR: 10.72; 95% CI: 3.9-29.46; p < 0.001 and OR: 61.57; 95% CI: 19.48-194.62; p < 0.001, respectively). All patients who were admitted to ICU (n = 41) and required mechanical ventilation (n = 27) were defined as having medium or high risk of malnutrition. High risk of malnutrition was also associated with increased odds of mortality (OR: 8.87; 955 CI 1.08-72,96; p = 0.042). BMI of ≥30 kg/m2 (43%) and 25(OH)vitD <50 nmol/L (20%) were not associated with duration of stay >7 days or mortality, although BMI ≥30 kg/m2 was associated with increased risk of ICU admission (OR: 7.12; 95% CI: 1.59-31.94; p = 0.010) and mechanical ventilation (OR: 8.86; 95% CI: 1.12-69.87; p = 0.038). Interactions between risk of malnutrition and BMI ≥30 kg/m2 were not significant to explain the outcomes of hospital stay >7 days, ICU admission, mechanical ventilation, or mortality. CONCLUSION High risk of malnutrition among hospitalised COVID-19 patients was associated with longer duration of hospital stay, ICU admission, mechanical ventilation and mortality, and BMI ≥30 kg/m2 was associated with ICU admission and mechanical ventilation. Insufficient Vitamin D status was not associated with duration of hospital stay, ICU admission, mechanical ventilation, or mortality.
Collapse
Affiliation(s)
| | - Ingibjörg Gunnarsdóttir
- Faculty of Food Science and Nutrition, University of Iceland, Reykjavik, Iceland; Department of Clinical Nutrition, Landspitali University Hospital, Reykjavik, Iceland
| | | | - Áróra Rós Ingadóttir
- Faculty of Food Science and Nutrition, University of Iceland, Reykjavik, Iceland; Department of Clinical Nutrition, Landspitali University Hospital, Reykjavik, Iceland
| |
Collapse
|
12
|
Jamilian A, Ghalichi F, Hamedi Kalajahi F, Radkhah N, Jourabchi N, Musazadeh V, Amini-Salehi E, Zarezadeh M, Ostadrahimi A. The role of vitamin D in outcomes of critical care in COVID-19 patients: evidence from an umbrella meta-analysis of interventional and observational studies. Public Health Nutr 2024; 27:e127. [PMID: 38654693 PMCID: PMC11112434 DOI: 10.1017/s1368980024000934] [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: 04/26/2023] [Revised: 11/10/2023] [Accepted: 02/08/2024] [Indexed: 04/26/2024]
Abstract
OBJECTIVES Several meta-analyses have suggested the beneficial effect of vitamin D on patients infected with severe acute respiratory syndrome coronavirus-2. This umbrella meta-analysis aims to evaluate influence of vitamin D supplementation on clinical outcomes and the mortality rate of COVID-19 patients. DESIGN Present study was designed as an umbrella meta-analysis. The following international databases were systematically searched till March 2023: Web of Science, PubMed, Scopus, and Embase. SETTINGS Random-effects model was employed to perform meta-analysis. Using AMSTAR critical evaluation tools, the methodological quality of the included meta-analyses was evaluated. PARTICIPANTS Adult patients suffering from COVID-19 were studied. RESULTS Overall, 13 meta-analyses summarising data from 4 randomised controlled trial and 9 observational studies were identified in this umbrella review. Our findings revealed that vitamin D supplementation and status significantly reduced mortality of COVID-19 [Interventional studies: (ES = 0·42; 95 % CI: 0·10, 0·75, P < 0·001; I2 = 20·4 %, P = 0·285) and observational studies (ES = 1·99; 95 % CI: 1·37, 2·62, P < 0·001; I2 = 00·0 %, P = 0·944). Also, vitamin D deficiency increased the risk of infection and disease severity among patients. CONCLUSION Overall, vitamin D status is a critical factor influencing the mortality rate, disease severity, admission to intensive care unit and being detached from mechanical ventilation. It is vital to monitor the vitamin D status in all patients with critical conditions including COVID patients.
Collapse
Affiliation(s)
- Abdolreza Jamilian
- City of London Dental School, University of Bolton, London, UK
- Orthodontic Department, Dental School, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Faezeh Ghalichi
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
- Department of Clinical Nutrition, School of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Fatemeh Hamedi Kalajahi
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
- Department of Clinical Nutrition, School of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Nima Radkhah
- Department of Clinical Nutrition, School of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Neda Jourabchi
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
- Department of Clinical Nutrition, School of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Vali Musazadeh
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
- Department of Clinical Nutrition, School of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | - Meysam Zarezadeh
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
- Nutrition Research Center, School of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Attar-Neishaburi St., Golgasht Alley, Azadi Blvd., Tabriz, Iran
| | - Alireza Ostadrahimi
- Nutrition Research Center, School of Nutrition and Food Sciences, Tabriz University of Medical Sciences, Attar-Neishaburi St., Golgasht Alley, Azadi Blvd., Tabriz, Iran
| |
Collapse
|
13
|
Kallioğlu MA, Sharma A, Kallioğlu A, Kumar S, Khargotra R, Singh T. UV index-based model for predicting synthesis of (pre-)vitamin D3 in the mediterranean basin. Sci Rep 2024; 14:3541. [PMID: 38347060 PMCID: PMC10861575 DOI: 10.1038/s41598-024-54188-5] [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: 10/08/2023] [Accepted: 02/09/2024] [Indexed: 02/15/2024] Open
Abstract
The importance of solar radiation for the body's ability to synthesize Vitamin D3 is well documented, yet the precise amount of sun exposure required to avoid Vitamin D insufficiency is less clear. To address this knowledge gap, this study sought to utilize the sun in a suitable period at the optimum dose by utilizing numerical simulations to determine the amount of Vitamin D3 synthesis in the skin according to season, time of day, and geographical location in Turkey. The study was carried out in three stages; in the first stage, daily, monthly, and annual values were determined in cases where the solar zenith angle has the active UV-B wavelength. The second stage determined the level of Vitamin D that can be synthesized in all skin types at 25% solar radiation exposure. In the third stage, the sun exposure time required for 1000 International Units (IU) for all skin types was calculated. According to the analysis, the yearly period of active synthesis of D3 on Earth lasts from the beginning of March to the third week of October. During the day, it is between 10:00 and 16:00. For 1000 IU/day, the average annual estimated times (minutes) are 5.05 for Type I, 6.3 for Type II, 7.6 for Type III, 11.35 for Type IV, 15.15 for Type V, and 25.25 for Type VI. The results of this paper will impact awareness for academic-medical users.
Collapse
Affiliation(s)
| | - Ashutosh Sharma
- College of Science and Engineering, James Cook University, Townsville, QLD, 4810, Australia
| | - Ayşan Kallioğlu
- Department of Neurology, Faculty of Medicine, Cigli Research and Training Hospital, Izmir Bakırçay University, 8780, Çiğli - İzmir, Turkey
| | - Sunil Kumar
- Department of Nanotechnology and Advanced Materials Engineering and HMC, Sejong University, Seoul, 05006, South Korea
| | - Rohit Khargotra
- Institute of Materials Engineering, Faculty of Engineering, Pannonia University, Veszprem, 8200, Hungary.
- Sustainability Solutions Research Lab, University of Pannonia, Egyetem u. 10., Veszprém, 8200, Hungary.
| | - Tej Singh
- Savaria Institute of Technology, Faculty of Informatics, ELTE Eötvös Loránd University, Budapest, Budapest, 1117, Hungary
| |
Collapse
|
14
|
Rozemeijer S, Hamer HM, Heijboer AC, de Jonge R, Jimenez CR, Juffermans NP, Dujardin RWG, Girbes ARJ, de Man AME. Micronutrient Status of Critically Ill Patients with COVID-19 Pneumonia. Nutrients 2024; 16:385. [PMID: 38337670 PMCID: PMC10856879 DOI: 10.3390/nu16030385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 01/20/2024] [Accepted: 01/23/2024] [Indexed: 02/12/2024] Open
Abstract
Micronutrient deficiencies can develop in critically ill patients, arising from factors such as decreased intake, increased losses, drug interactions, and hypermetabolism. These deficiencies may compromise important immune functions, with potential implications for patient outcomes. Alternatively, micronutrient blood levels may become low due to inflammation-driven redistribution rather than consumption. This explorative pilot study investigates blood micronutrient concentrations during the first three weeks of ICU stay in critically ill COVID-19 patients and evaluates the impact of additional micronutrient administration. Moreover, associations between inflammation, disease severity, and micronutrient status were explored. We measured weekly concentrations of vitamins A, B6, D, and E; iron; zinc; copper; selenium; and CRP as a marker of inflammation state and the SOFA score indicating disease severity in 20 critically ill COVID-19 patients during three weeks of ICU stay. Half of the patients received additional (intravenous) micronutrient administration. Data were analyzed with linear mixed models and Pearson's correlation coefficient. High deficiency rates of vitamins A, B6, and D; zinc; and selenium (50-100%) were found at ICU admission, along with low iron status. After three weeks, vitamins B6 and D deficiencies persisted, and iron status remained low. Plasma levels of vitamins A and E, zinc, and selenium improved. No significant differences in micronutrient levels were found between patient groups. Negative correlations were identified between the CRP level and levels of vitamins A and E, iron, transferrin, zinc, and selenium. SOFA scores negatively correlated with vitamin D and selenium levels. Our findings reveal high micronutrient deficiency rates at ICU admission. Additional micronutrient administration did not enhance levels or expedite their increase. Spontaneous increases in vitamins A and E, zinc, and selenium levels were associated with inflammation resolution, suggesting that observed low levels may be attributed, at least in part, to redistribution rather than true deficiencies.
Collapse
Affiliation(s)
- Sander Rozemeijer
- Department of Intensive Care Medicine, Research VUmc Intensive Care (REVIVE), Amsterdam Cardiovascular Science (ACS), Amsterdam Infection and Immunity Institute (AI&II), Amsterdam Medical Data Science (AMDS), Amsterdam UMC, Location VUmc, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (A.R.J.G.); (A.M.E.d.M.)
- Department of Anesthesiology, Amsterdam UMC, Location VUmc, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands;
| | - Henrike M. Hamer
- Department of Laboratory Medicine, Laboratory Specialized Techniques and Research, Amsterdam Gastroenterology Endocrinology and Metabolism, 1105 AZ Amsterdam, The Netherlands;
| | - Annemieke C. Heijboer
- Department of Laboratory Medicine, Endocrine Laboratory, Amsterdam Gastroenterology Endocrinology and Metabolism, 1105 AZ Amsterdam, The Netherlands;
| | - Robert de Jonge
- Department of Laboratory Medicine, Amsterdam Gastroenterology Endocrinology and Metabolism, 1105 AZ Amsterdam, The Netherlands;
| | - Connie R. Jimenez
- OncoProteomics Laboratory, Department Laboratory Medical Oncology, Amsterdam UMC, 1081 HV Amsterdam, The Netherlands;
| | - Nicole P. Juffermans
- Department of Intensive Care and Laboratory of Translational Intensive Care, Erasmus Medical Center, 3015 GD Rotterdam, The Netherlands;
| | - Romein W. G. Dujardin
- Department of Anesthesiology, Amsterdam UMC, Location VUmc, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands;
| | - Armand R. J. Girbes
- Department of Intensive Care Medicine, Research VUmc Intensive Care (REVIVE), Amsterdam Cardiovascular Science (ACS), Amsterdam Infection and Immunity Institute (AI&II), Amsterdam Medical Data Science (AMDS), Amsterdam UMC, Location VUmc, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (A.R.J.G.); (A.M.E.d.M.)
| | - Angélique M. E. de Man
- Department of Intensive Care Medicine, Research VUmc Intensive Care (REVIVE), Amsterdam Cardiovascular Science (ACS), Amsterdam Infection and Immunity Institute (AI&II), Amsterdam Medical Data Science (AMDS), Amsterdam UMC, Location VUmc, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (A.R.J.G.); (A.M.E.d.M.)
| |
Collapse
|
15
|
Srivastava R, Singh N, Kanda T, Yadav S, Yadav S, Choudhary P, Atri N. Promising role of Vitamin D and plant metabolites against COVID-19: Clinical trials review. Heliyon 2023; 9:e21205. [PMID: 37920525 PMCID: PMC10618788 DOI: 10.1016/j.heliyon.2023.e21205] [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: 07/14/2023] [Revised: 09/13/2023] [Accepted: 10/18/2023] [Indexed: 11/04/2023] Open
Abstract
Vitamin D possesses immunomodulatory qualities and is protective against respiratory infections. Additionally, it strengthens adaptive and cellular immunity and boosts the expression of genes involved in oxidation. Experts suggested taking vitamin D supplements to avoid and treat viral infection and also COVID-19, on the other hand, since the beginning of time, the use of plants as medicines have been vital to human wellbeing. The WHO estimates that 80 % of people worldwide use plants or herbs for therapeutic purposes. Secondary metabolites from medicinal plants are thought to be useful in lowering infections from pathogenic microorganisms due to their ability to inhibit viral protein and enzyme activity by binding with them. As a result, this manuscript seeks to describe the role of vitamin D and probable plant metabolites that have antiviral activities and may be complementary to the alternative strategy against COVID-19 in a single manuscript through reviewing various case studies.
Collapse
Affiliation(s)
| | - Nidhi Singh
- Department of Botany, M.M.V., Banaras Hindu University, Varanasi, India
| | - Tripti Kanda
- Department of Botany, M.M.V., Banaras Hindu University, Varanasi, India
| | - Sadhana Yadav
- Department of Botany, M.M.V., Banaras Hindu University, Varanasi, India
| | - Shivam Yadav
- Department of Botany, University of Allahabad, Prayagraj, India
| | | | - Neelam Atri
- Department of Botany, M.M.V., Banaras Hindu University, Varanasi, India
| |
Collapse
|
16
|
Wimalawansa SJ. Infections and Autoimmunity-The Immune System and Vitamin D: A Systematic Review. Nutrients 2023; 15:3842. [PMID: 37686873 PMCID: PMC10490553 DOI: 10.3390/nu15173842] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Revised: 08/24/2023] [Accepted: 08/29/2023] [Indexed: 09/10/2023] Open
Abstract
Both 25-autoimmunity and(25(OH)D: calcifediol) and its active form, 1,25-dihydroxyvitamin D (1,25(OH)2D: calcitriol), play critical roles in protecting humans from invasive pathogens, reducing risks of autoimmunity, and maintaining health. Conversely, low 25(OH)D status increases susceptibility to infections and developing autoimmunity. This systematic review examines vitamin D's mechanisms and effects on enhancing innate and acquired immunity against microbes and preventing autoimmunity. The study evaluated the quality of evidence regarding biology, physiology, and aspects of human health on vitamin D related to infections and autoimmunity in peer-reviewed journal articles published in English. The search and analyses followed PRISMA guidelines. Data strongly suggested that maintaining serum 25(OH)D concentrations of more than 50 ng/mL is associated with significant risk reduction from viral and bacterial infections, sepsis, and autoimmunity. Most adequately powered, well-designed, randomized controlled trials with sufficient duration supported substantial benefits of vitamin D. Virtually all studies that failed to conclude benefits or were ambiguous had major study design errors. Treatment of vitamin D deficiency costs less than 0.01% of the cost of investigation of worsening comorbidities associated with hypovitaminosis D. Despite cost-benefits, the prevalence of vitamin D deficiency remains high worldwide. This was clear among those who died from COVID-19 in 2020/21-most had severe vitamin D deficiency. Yet, the lack of direction from health agencies and insurance companies on using vitamin D as an adjunct therapy is astonishing. Data confirmed that keeping an individual's serum 25(OH)D concentrations above 50 ng/mL (125 nmol/L) (and above 40 ng/mL in the population) reduces risks from community outbreaks, sepsis, and autoimmune disorders. Maintaining such concentrations in 97.5% of people is achievable through daily safe sun exposure (except in countries far from the equator during winter) or taking between 5000 and 8000 IU vitamin D supplements daily (average dose, for non-obese adults, ~70 to 90 IU/kg body weight). Those with gastrointestinal malabsorption, obesity, or on medications that increase the catabolism of vitamin D and a few other specific disorders require much higher intake. This systematic review evaluates non-classical actions of vitamin D, with particular emphasis on infection and autoimmunity related to the immune system.
Collapse
Affiliation(s)
- Sunil J Wimalawansa
- Medicine, Endocrinology & Nutrition, Cardiometabolic & Endocrine Institute, North Brunswick, NJ 08902, USA
| |
Collapse
|
17
|
Aryafar M, Gholami F, Bozorgmehr R. Vitamin D status and blood group among severe COVID-19 patients. Ann Med Surg (Lond) 2023; 85:4262-4267. [PMID: 37663733 PMCID: PMC10473361 DOI: 10.1097/ms9.0000000000000955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 06/04/2023] [Indexed: 09/05/2023] Open
Abstract
Objective Prognosis of COVID-19 infection has been indicated to be associated with vitamin D status and ABO blood group. However, owing to discrepancies and an increased number of cases globally, the findings remain unclear. This study aimed to evaluate the association between vitamin D and ABO blood group systems in patients with severe COVID-19. Methods In this cross-sectional study, COVID-19 patients referred to two hospitals in the capital of Iran, Tehran, admitted to the ICU ward due to the severity of COVID-19 were evaluated. Serum vitamin D and ABO levels were evaluated in these patients. The data obtained were statistically analyzed using SPSSv24. Results Of 305 patients, 33.1% patients had O+ blood type, 27.8% had A+ blood type and 22.4% had B+ blood type. Vitamin D deficiency was significantly associated with a mortality rate among these patients, P<0.05. The blood group of the patients was not correlated with mortality. Thirty-seven percent of the patients in the study died because of COVID-19. Conclusion In our study population, mortality due to COVID-19 was significantly associated with vitamin D deficiency but not the ABO blood group. We recommend further studies in this regard that include more variable and detailed biochemical analysis.
Collapse
Affiliation(s)
- Mohamad Aryafar
- Department of Anesthesiology, Faculty of Medicine, Tehran Medical Sciences, Islamic Azad University
| | - Farshid Gholami
- Department of Anesthesiology, Faculty of Medicine, Tehran Medical Sciences, Islamic Azad University
| | - Rama Bozorgmehr
- Clinical Research Development Unit, Shohada-e Tajrish Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| |
Collapse
|
18
|
Al Sulaiman K, Korayem GB, Aljuhani O, Altebainawi AF, Shawaqfeh MS, Alarfaj SJ, Alharbi RA, Ageeli MM, Alissa A, Vishwakarma R, Ibrahim A, Alenazi AA, Alghnam S, Alshehri N, Alshammari MM, Alhubaishi A, Aldhaeefi M, Alamri FF, Syed Y, Khan R, Alalawi M, Alanazi KA, Alresayes FS, Albarqi KJ, Al Ghamdi G. Survival implications vs. complications: unraveling the impact of vitamin D adjunctive use in critically ill patients with COVID-19-A multicenter cohort study. Front Med (Lausanne) 2023; 10:1237903. [PMID: 37692775 PMCID: PMC10484515 DOI: 10.3389/fmed.2023.1237903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Accepted: 07/27/2023] [Indexed: 09/12/2023] Open
Abstract
Background Despite insufficient evidence, vitamin D has been used as adjunctive therapy in critically ill patients with COVID-19. This study evaluates the effectiveness and safety of vitamin D as an adjunctive therapy in critically ill COVID-19 patients. Methods A multicenter retrospective cohort study that included all adult COVID-19 patients admitted to the intensive care units (ICUs) between March 2020 and July 2021. Patients were categorized into two groups based on their vitamin D use throughout their ICU stay (control vs. vitamin D). The primary endpoint was in-hospital mortality. Secondary outcomes were the length of stay (LOS), mechanical ventilation (MV) duration, and ICU-acquired complications. Propensity score (PS) matching (1:1) was used based on the predefined criteria. Multivariable logistic, Cox proportional hazards, and negative binomial regression analyses were employed as appropriate. Results A total of 1,435 patients were included in the study. Vitamin D was initiated in 177 patients (12.3%), whereas 1,258 patients did not receive it. A total of 288 patients were matched (1:1) using PS. The in-hospital mortality showed no difference between patients who received vitamin D and the control group (HR 1.22, 95% CI 0.87-1.71; p = 0.26). However, MV duration and ICU LOS were longer in the vitamin D group (beta coefficient 0.24 (95% CI 0.00-0.47), p = 0.05 and beta coefficient 0.16 (95% CI -0.01 to 0.33), p = 0.07, respectively). As an exploratory outcome, patients who received vitamin D were more likely to develop major bleeding than those who did not [OR 3.48 (95% CI 1.10, 10.94), p = 0.03]. Conclusion The use of vitamin D as adjunctive therapy in COVID-19 critically ill patients was not associated with survival benefits but was linked with longer MV duration, ICU LOS, and higher odds of major bleeding.
Collapse
Affiliation(s)
- Khalid Al Sulaiman
- Department of Pharmaceutical Care, King Abdulaziz Medical City, Riyadh, Saudi Arabia
- College of Pharmacy, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
- Population Health Section, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
- Saudi Critical Care Pharmacy Research (SCAPE) Platform, Riyadh, Saudi Arabia
| | - Ghazwa B. Korayem
- Department of Pharmacy Practice, College of Pharmacy, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Ohoud Aljuhani
- Department of Pharmacy Practice, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Ali F. Altebainawi
- Department of Clinical Pharmacy, College of Pharmacy, University of Hail, Hail, Saudi Arabia
- Pharmaceutical Care Services, King Salman Specialist Hospital, Hail Health Cluster, Ministry of Health, Hail, Saudi Arabia
| | - Mohammad S. Shawaqfeh
- Department of Pharmaceutical Care, King Abdulaziz Medical City, Riyadh, Saudi Arabia
- College of Pharmacy, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Sumaiah J. Alarfaj
- Department of Pharmacy Practice, College of Pharmacy, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Reham A. Alharbi
- Department of Pharmacy, King Faisal Specialist Hospital and Research Center, Jeddah, Saudi Arabia
| | - Mawaddah M. Ageeli
- Department of Pharmacy, Prince Faisal Bin Khalid Cardiac Center PFKCC, Ministry of Health, Abha, Saudi Arabia
| | - Abdulrahman Alissa
- Pharmaceutical Care Services, King Abdullah Bin Abdulaziz University Hospital, Riyadh, Saudi Arabia
| | - Ramesh Vishwakarma
- Department of Statistics, European Organization for Research and Treatment of Cancer (EORTC) Headquarters, Brussels, Belgium
| | - Alnada Ibrahim
- Department of Pharmacy Practice, College of Pharmacy, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Abeer A. Alenazi
- Department of Pharmaceutical Care, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Suliman Alghnam
- Population Health Section, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Nadiyah Alshehri
- Department of Pharmaceutical Care, King Abdulaziz Medical City, Riyadh, Saudi Arabia
| | - Maqbulah M. Alshammari
- Pharmaceutical Care Services, King Salman Specialist Hospital, Hail Health Cluster, Ministry of Health, Hail, Saudi Arabia
| | - Alaa Alhubaishi
- Department of Pharmacy Practice, College of Pharmacy, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Mohammed Aldhaeefi
- Department of Clinical and Administrative Pharmacy Sciences, College of Pharmacy, Howard University, Washington, DC, United States
| | - Faisal F. Alamri
- Department of Basic Sciences, College of Science and Health Professions, King Saud Bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
- King Abdullah International Medical Research Center, Jeddah, Saudi Arabia
| | - Yadullah Syed
- Department of Pharmacy Practice, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Raymond Khan
- Department of Pharmacy Practice, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Mai Alalawi
- Department of Pharmaceutical Care, King Abdulaziz Medical City, Jeddah, Saudi Arabia
| | - Khalaf A. Alanazi
- Department of Respiratory, King Abdulaziz Medical City, Riyadh, Saudi Arabia
| | - Faisal S. Alresayes
- College of Pharmacy, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Khalid J. Albarqi
- College of Pharmacy, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Ghassan Al Ghamdi
- Department of Intensive Care, King Abdulaziz Medical City, Riyadh, Saudi Arabia
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| |
Collapse
|
19
|
Sanecka M, Youssef M, Abdulsalam M, Raza SF, Qadeer A, Ioana J, Aldoresi A, Shah SI, Al Lawati A, Feely J, Tormey WP, O'Neill E, Cormican LJ, Judge EP, McCartney DMA, Faul JL. Hospital Outcomes in Patients Hospitalized for COVID-19 Pneumonia: The Effect of SARS-CoV-2 Vaccination and Vitamin D Status. Nutrients 2023; 15:2976. [PMID: 37447302 DOI: 10.3390/nu15132976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 06/24/2023] [Accepted: 06/27/2023] [Indexed: 07/15/2023] Open
Abstract
SARS-CoV-2 vaccination promises to improve outcomes for patients with COVID-19 pneumonia (most notably those with advanced age and at high risk for severe disease). Here, we examine serum 25-Hydroxyvitamin D (25(OH)D) status and outcomes in both old (>70 years) and young vaccinated (n = 80) and unvaccinated (n = 91) subjects, who were hospitalized due to COVID-19 pneumonia in a single center (Connolly Hospital Dublin). Outcomes included ICU admission and mortality. Serum 25(OH)D levels were categorized as D30 (<30 nmol/L), D40 (30-49.99 nmol/L) and D50 (≥50 nmol/L). In multivariate analyses, D30 was independently associated with ICU admission (OR: 6.87 (95% CI: 1.13-41.85) (p = 0.036)) and mortality (OR: 24.81 (95% CI: 1.57-392.1) (p = 0.023)) in unvaccinated patients, even after adjustment for major confounders including age, sex, obesity and pre-existing diabetes mellitus. While mortality was consistently higher in all categories of patients over 70 years of age, the highest observed mortality rate of 50%, seen in patients over 70 years with a low vitamin D state (D30), appeared to be almost completely corrected by either vaccination, or having a higher vitamin D state, i.e., mortality was 14% for vaccinated patients over 70 years with D30 and 16% for unvaccinated patients over 70 years with a 25(OH)D level greater than 30 nmol/L. We observe that high mortality from COVID-19 pneumonia occurs in older patients, especially those who are unvaccinated or have a low vitamin D state. Recent vaccination or having a high vitamin D status are both associated with reduced mortality, although these effects do not fully mitigate the mortality risk associated with advanced age.
Collapse
Affiliation(s)
- Martyna Sanecka
- School of Biological, Health & Sports Sciences, Technological University Dublin, D07 XT95 Dublin, Ireland
| | - Modar Youssef
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Mohammad Abdulsalam
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Syed F Raza
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Abdul Qadeer
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Julia Ioana
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Alya Aldoresi
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Syed I Shah
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Abdul Al Lawati
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Joseph Feely
- Department of Biochemistry, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - William P Tormey
- Department of Biochemistry, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Eoghan O'Neill
- Department of Microbiology, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Liam J Cormican
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Eoin P Judge
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Daniel M A McCartney
- School of Biological, Health & Sports Sciences, Technological University Dublin, D07 XT95 Dublin, Ireland
| | - John L Faul
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
- Department of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland
- Department of Medicine, Royal College of Surgeons in Ireland, D02 YN77 Dublin, Ireland
| |
Collapse
|
20
|
Beheshti M, Neisi N, Parsanahad M, Rasti M, Nashibi R, Cheraghian B. Correlation of vitamin D levels with serum parameters in Covid-19 patients. Clin Nutr ESPEN 2023; 55:325-331. [PMID: 37202065 DOI: 10.1016/j.clnesp.2023.04.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 04/05/2023] [Accepted: 04/17/2023] [Indexed: 05/20/2023]
Abstract
BACKGROUND It is well-established that vitamins have many beneficial roles and protect humans against inflammatory diseases. Vitamin D, a lipid-soluble vitamin, plays a crucial role in viral infections. Therefore, this study aimed to investigate if serum 25(OH)D levels affect morbidity, mortality, and levels of inflammatory parameters in COVID-19 patients. METHODS 140 COVID-19 patients participated in this study (65 outpatients and 75 inpatients). Their blood samples were collected to determine TNFα, IL-6, D-dimer, zinc, Ca2+, and 25(OH)D levels. Patients with O2 saturation <93% were admitted and hospitalized in the infectious disease ward (inpatient group). Patients with O2 saturation >93% received routine treatment and were discharged (Outpatient group). RESULTS The serum levels of 25(OH)D in the inpatient group were significantly lower than those in the outpatient group (p < 0.001). Serum TNF-α, IL-6, and D-dimer levels in the inpatient group were significantly higher than those in the outpatient group (p < 0.001). Serum TNF-α, IL-6, and D-dimer levels were inversely correlated with 25(OH)D levels. No significant differences were observed in the serum levels of zinc and Ca2+ between the studied groups (p = 0.96, p = 0.41 respectively). Ten out of 75 patients in the inpatient group were admitted to ICU (intubated). Nine out of them lost their lives (the mortality rate in ICU-admitted patients was 90%). CONCLUSIONS The lower mortality and severity of COVID-19 patients with higher 25(OH)D levels represented that this vitamin alleviates the severity of COVID-19.
Collapse
Affiliation(s)
- Masoud Beheshti
- Infectious and Tropical Diseases Research Center, Health Research Institute, Department of Medical Virology, The School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Niloofar Neisi
- Infectious and Tropical Diseases Research Center, Health Research Institute, Department of Medical Virology, The School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran.
| | - Mehdi Parsanahad
- Infectious and Tropical Diseases Research Center, Health Research Institute, Department of Medical Virology, The School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Mojtaba Rasti
- Infectious and Tropical Diseases Research Center, Health Research Institute, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Roohangiz Nashibi
- Infectious and Tropical Diseases Research Center, Health Research Institute, Infectious Diseases and Tropical Medicine Ward, Razi Teaching Hospital, Ahvaz Jundishapur University of Medical Science, Ahvaz, Iran
| | - Bahman Cheraghian
- Alimentary Tract Research Center, Clinical Sciences Research Institute, Department of Biostatistics and Epidemiology, School of Public Health, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| |
Collapse
|
21
|
Novakovic V, Benfield T, Jørgensen HL, Mitchell NH. Vitamin D as a prognostic biomarker in COVID-19: single-center study and meta-analyses. Scand J Clin Lab Invest 2023; 83:173-182. [PMID: 37067370 DOI: 10.1080/00365513.2023.2191333] [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: 08/26/2022] [Accepted: 03/12/2023] [Indexed: 04/18/2023]
Abstract
Vitamin D was investigated as a prognostic biomarker in COVID-19, in relation to both disease susceptibility and outcomes in infected individuals. Patients admitted to the hospital with a confirmed COVID-19 diagnosis were included if they had a vitamin D measurement prior to hospitalization. Using age- and sex-matched controls, vitamin D levels were investigated for an association with COVID-19 related hospitalizations. Further, vitamin D levels were investigated for an association with 30-day mortality in hospitalized COVID-19 patients. Additionally, three meta-analyses were conducted, investigating the association of vitamin D with the following outcomes: Having a positive SARS-CoV-2 test, hospitalization with COVID-19, and mortality in COVID-19 patients. A total of 685 hospitalized COVID-19 patients were included in the single-center study. Compared to controls, they had higher vitamin D levels. Unadjusted analysis of these 685 cases found higher vitamin D levels associated with increased 30-day mortality. This association disappeared after adjusting for age. In the fully adjusted model, no association between vitamin D and 30-day mortality was found. The meta-analyses found significant associations between lower vitamin D and having a positive SARS-CoV-2 test, and mortality among hospital-admitted COVID-19 patients. The relationship between lower vitamin D and COVID-19 related hospital admissions trended towards being positive but was not statistically significant. Many factors seem to influence the associations between vitamin D and COVID-19 related outcomes. Consequently, we do not believe that vitamin D in and of itself is likely to be a clinically useful and widely applicable predictor for the susceptibility and severity of COVID-19 infections.
Collapse
Affiliation(s)
- Vasilije Novakovic
- Department of Clinical Biochemistry, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
| | - Thomas Benfield
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Infectious Diseases, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
| | - Henrik Løvendahl Jørgensen
- Department of Clinical Biochemistry, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Nikki Have Mitchell
- Department of Clinical Biochemistry, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
| |
Collapse
|
22
|
Monroe-Lord L, Harrison E, Ardakani A, Duan X, Spechler L, Jeffery TD, Jackson P. Changes in Food Consumption Trends among American Adults since the COVID-19 Pandemic. Nutrients 2023; 15:1769. [PMID: 37049609 PMCID: PMC10096875 DOI: 10.3390/nu15071769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 03/17/2023] [Accepted: 04/03/2023] [Indexed: 04/14/2023] Open
Abstract
The quality and quantity of food consumption have changed due to the COVID-19 pandemic. In this study, we examined how the COVID-19 pandemic has changed the consumption of different food groups in order to close the research gap by providing current evidence that reflects a later stage of the pandemic compared to other circulating research conducted at earlier stages. Data collection for this cross-sectional study was performed via an online Qualtrics survey from 10,050 adults aged 40-100 years. Nutritional status was measured using the 24-item short-form Dietary Screening Tool (DST) twice: before and since the COVID-19 pandemic. The DST questions were categorized based on MyPlate items, along with fat, sugar, and sweet items, as well as nutritional supplement intake. In addition, the total DST score was calculated for each participant, which categorized them into one of three groups: "at risk", "possible risk", and "not at risk". The results revealed that the consumption of grains, fruit, lean protein, and dairy decreased significantly, while the consumption of fat, sugar, and sweet items increased significantly due to COVID-19. The biggest decreases in consumption of food subcategories were related to whole grain bread and cereal, followed by fruit as a snack, in comparison with other types of grain and fruit. No changes in the consumption of vegetables, processed meat, or supplement intake were seen. The total DST score showed that, before and since COVID-19, the overall nutrition status of adult Americans has been at risk. In addition, of those participants who were not at risk before COVID-19, 28.5% were either at risk or at possible risk since COVID-19; moreover, of those participants who were at possible risk before COVID-19, 21% were at risk since COVID-19. As a good nutritional status can reduce the risk of severe illness or even mortality rate in times of crisis, the findings of this study can help policymakers and health educators to develop heath-protecting behavior sessions against future pandemics to manage crises.
Collapse
Affiliation(s)
- Lillie Monroe-Lord
- College of Agriculture, Urban Sustainability and Environmental Sciences, University of the District of Columbia, Washington, DC 20008, USA
| | | | - Azam Ardakani
- College of Agriculture, Urban Sustainability and Environmental Sciences, University of the District of Columbia, Washington, DC 20008, USA
| | - Xuejling Duan
- Data Analytics, McDaniel College, 2 College Hill, Westminster, MD 21157, USA
| | - Lily Spechler
- College of Agriculture, Urban Sustainability and Environmental Sciences, University of the District of Columbia, Washington, DC 20008, USA
| | - Tia D. Jeffery
- College of Agriculture, Urban Sustainability and Environmental Sciences, University of the District of Columbia, Washington, DC 20008, USA
| | - Phronie Jackson
- College of Agriculture, Urban Sustainability and Environmental Sciences, University of the District of Columbia, Washington, DC 20008, USA
| |
Collapse
|
23
|
Anusha T, Bhavani KS, Hassan RYA, Brahman PK. Ferrocene tagged primary antibody generates electrochemical signal: An electrochemical immunosensing platform for the monitoring of vitamin D deficiency in clinical samples. Int J Biol Macromol 2023; 239:124269. [PMID: 37003374 DOI: 10.1016/j.ijbiomac.2023.124269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 03/02/2023] [Accepted: 03/27/2023] [Indexed: 04/03/2023]
Abstract
In this paper, a new kind of ultrasensitive and low-cost electrochemical immunosensing probe was designed to monitor vitamin D deficiency using 25(OH)D3 as a clinical biomarker. Ferrocene carbaldehyde conjugated on Ab-25(OH)D3 antibodies was used as an electrochemical probe for generating signals. The graphene nanoribbon-modified electrode (GNRs) was used to immobilize the (Ab-25(OH)D3-Fc) conjugate. The high electron transferability, greater surface area, and effective biocompatibility of GNRs enabled the capture of the greater number of primary antibodies (Ab-25(OH)D3). The developed probe was structurally and morphologically characterized. The step-wise modification was investigated by electrochemical techniques. The direct electrochemistry of ferrocene enabled 25(OH)D3 biomarker detection with excellent sensitivity. The reduction in peak current was proportional to the concentrations of 25(OH)D3 in the range of 1-100 ng mL-1 with a 0.1 ng mL-1 limit of detection. The probe was tested in terms of reproducibility, repeatability, and stability. Finally, the developed immunosensing probe was applied in serum samples for 25(OH)D3 quantification, and no significant difference was noticed in the assay results when compared with the standard chemiluminescent immunoassay (CLIA) method. The developed detection strategy has a wider scope for future potential clinical diagnostics applications.
Collapse
Affiliation(s)
- Tummala Anusha
- Electroanalytical Lab, Department of Chemistry, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur 522302, Andhra Pradesh, India; Chemsens Technologies PVT. LTD., Vijayawada 520013, Andhra Pradesh, India
| | - Kalli Sai Bhavani
- Electroanalytical Lab, Department of Chemistry, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur 522302, Andhra Pradesh, India
| | - Rabeay Y A Hassan
- Applied Organic Chemistry Department, National Research Centre (NRC), Dokki, Giza 12622, Egypt; Nanoscience Program, University of Science and Technology (UST), Zewail City of Science and Technology, 6th October City, Giza 12578, Egypt
| | - Pradeep Kumar Brahman
- Electroanalytical Lab, Department of Chemistry, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur 522302, Andhra Pradesh, India; Chemsens Technologies PVT. LTD., Vijayawada 520013, Andhra Pradesh, India.
| |
Collapse
|
24
|
Bignardi PR, de Andrade Castello P, de Matos Aquino B, Delfino VDA. Is the vitamin D status of patients with COVID-19 associated with reduced mortality? A systematic review and meta-analysis. ARCHIVES OF ENDOCRINOLOGY AND METABOLISM 2023; 67:276-288. [PMID: 36913680 PMCID: PMC10689034 DOI: 10.20945/2359-3997000000588] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Accepted: 08/05/2022] [Indexed: 02/08/2023]
Abstract
To conduct a systematic review and meta-analysis of studies assessing the association between serum vitamin D status and mortality in patients with COVID- 19. We searched PubMed and Embase for studies addressing the association of serum vitamin D levels and COVID-19 mortality published until April 24, 2022. Risk ratios (RRs) and 95% confidence interval (CIs) were pooled using fixed or random effects models. The risk of bias was assessed using the Newcastle-Ottawa Scale. The meta-analysis included 21 studies that measured serum vitamin D levels close to the date of admission, of which 2 were case-control and 19 were cohort studies. Vitamin D deficiency was associated with COVID-19 mortality in the overall analysis but not when the analysis was adjusted to vitamin D cutoff levels < 10 or < 12 ng/mL (RR 1.60, 95% CI 0.93-2.27, I2 60.2%). Similarly, analyses including only studies that adjusted measures of effect for confounders showed no association between vitamin D status and death. However, when the analysis included studies without adjustments for confounding factors, the RR was 1.51 (95% CI 1.28-1.74, I2 0.0%), suggesting that confounders may have led to many observational studies incorrectly estimating the association between vitamin D status and mortality in patients with COVID-19. Deficient vitamin D levels were not associated with increased mortality rate in patients with COVID-19 when the analysis included studies with adjustments for confounders. Randomized clinical trials are needed to assess this association.
Collapse
Affiliation(s)
- Paulo R Bignardi
- Faculdade de Medicina, Pontifícia Universidade Católica do Paraná, Londrina, PR, Brasil,
| | | | - Bruno de Matos Aquino
- Faculdade de Medicina, Pontifícia Universidade Católica do Paraná, Londrina, PR, Brasil
| | - Vinicius Daher Alvares Delfino
- Faculdade de Medicina, Pontifícia Universidade Católica do Paraná, Londrina, PR, Brasil
- Universidade Estadual de Londrina, Londrina, PR, Brasil
| |
Collapse
|
25
|
Mano H, Kushioka T, Kise S, Nagao C, Iijima A, Nishikawa M, Ikushiro S, Yasuda K, Matsuoka S, Sakaki T. Development of nanoluciferase-based sensing system that can specifically detect 1α,25-dihydroxyvitamin D in living cells. J Steroid Biochem Mol Biol 2023; 227:106233. [PMID: 36503079 DOI: 10.1016/j.jsbmb.2022.106233] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 11/01/2022] [Accepted: 12/06/2022] [Indexed: 12/13/2022]
Abstract
Previously, we reported a FLucN-LXXLL+LBD-FLucC system that detects VDR ligands using split firefly luciferase techniques, ligand binding domain (LBD) of VDR, and LXXLL sequences that interact with LBD after VDR ligand binding. In vivo, 25-hydroxyvitamin D3 (25(OH)D3) and 1α,25-dihydroxyvitamin D3 (1α,25(OH)2D3) act as VDR ligands that bind to VDR, and regulate bone-related gene expression. Therefore, the amount of 25(OH)D3 and 1α,25(OH)2D3 are indicators of bone-related diseases such as rickets and osteoporosis. In this study, we have developed a novel LgBiT-LXXLL+LBD-SmBiT system using NanoLuc Binary Technology (NanoBiT), which has an emission intensity several times higher than that of the split-type firefly luciferase. Furthermore, by using genetic engineering techniques, we attempted to construct a novel system that can specifically detect 1α,25(OH)2D3. Because histidine residues at positions 305 and 397 play important roles in forming a hydrogen bond with a hydroxyl group at position C25 of 25(OH)D3 and 1α,25(OH)2D3, His305 and His397 were each substituted by other amino acids. Consequently, the three mutant VDRs, H305D, H397N, and H397E were equally useful to detect 1α,25(OH)2D3 specifically. In addition, among the 58 variants of the LXXLL sequences, LPYEGSLLLKLLRAPVEE showed the greatest increase in luminescence upon the addition of 25(OH)D3 or 1α,25(OH)2D3. Thus, our novel system using NanoBiT appear to be useful for detecting native vitamin D or its derivatives.
Collapse
Affiliation(s)
- Hiroki Mano
- Department of Pharmaceutical Engineering, Faculty of Engineering, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan
| | - Takuya Kushioka
- FANCL Research Institute, FANCL Corporation, 12-13 Kamishinano, Totsuka, Yokohama, Kanagawa 244-0806, Japan
| | - Satoko Kise
- Department of Pharmaceutical Engineering, Faculty of Engineering, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan
| | - Chika Nagao
- Department of Pharmaceutical Engineering, Faculty of Engineering, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan
| | - Ayano Iijima
- Department of Pharmaceutical Engineering, Faculty of Engineering, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan
| | - Miyu Nishikawa
- Department of Biotechnology, Faculty of Engineering, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan
| | - Shinichi Ikushiro
- Department of Biotechnology, Faculty of Engineering, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan
| | - Kaori Yasuda
- Department of Pharmaceutical Engineering, Faculty of Engineering, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan
| | - Sayuri Matsuoka
- FANCL Research Institute, FANCL Corporation, 12-13 Kamishinano, Totsuka, Yokohama, Kanagawa 244-0806, Japan
| | - Toshiyuki Sakaki
- Department of Pharmaceutical Engineering, Faculty of Engineering, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan.
| |
Collapse
|
26
|
Petrovic D, Benzon B, Srsen S, Polic B, Vukovic Novogradec A, Milic P, Markic J. The Impact of Vitamin D Levels on Clinical Manifestations of Multisystem Inflammatory Syndrome in Children: A Cross-Sectional Study. Life (Basel) 2023; 13:674. [PMID: 36983830 PMCID: PMC10057472 DOI: 10.3390/life13030674] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 02/25/2023] [Accepted: 02/28/2023] [Indexed: 03/06/2023] Open
Abstract
BACKGROUND Hyperinflammatory response that resembles Kawasaki disease may develop in children after COVID-19 disease, and it is called multisystem inflammatory syndrome in children. The cause of MIS-C is dysregulated innate immune response and a subsequent cytokine storm that results in endothelial damage. It has been determined that low levels of serum 25(OH)D increase the risk of developing immune-related diseases and disorders. METHODS To determine the incidence of hypovitaminosis D, and a possible correlation between 25(OH)D levels and the clinical severity of MIS-C, 21 patients hospitalized in the University Hospital of Split due to MIS-C were evaluated. RESULTS Hypovitaminosis D was detected in 95% of MIS-C patients. We found a significant relationship between the severity of MIS-C and 25(OH)D levels, as patients with more severe MIS-C had lower 25(OH)D. MIS-C patients with lower vitamin D levels had worse systolic and diastolic function of the left ventricle according to echocardiograms. There was no relationship between 25(OH)D levels and the tested laboratory inflammatory and cardiac markers. CONCLUSION Hypovitaminosis D is very common in children with MIS-C and influences the severity of the disease. VD could be a new potential biomarker in MIS-C, and VD replacement therapy should be considered early on in the treatment of MIS-C.
Collapse
Affiliation(s)
- Davor Petrovic
- Department of Pediatrics, University Hospital of Split, Spinciceva 1, 21000 Split, Croatia
- School of Medicine, University of Split, Soltanska 2, 21000 Split, Croatia
| | - Benjamin Benzon
- School of Medicine, University of Split, Soltanska 2, 21000 Split, Croatia
| | - Sasa Srsen
- Department of Pediatrics, University Hospital of Split, Spinciceva 1, 21000 Split, Croatia
- School of Medicine, University of Split, Soltanska 2, 21000 Split, Croatia
| | - Branka Polic
- Department of Pediatrics, University Hospital of Split, Spinciceva 1, 21000 Split, Croatia
- School of Medicine, University of Split, Soltanska 2, 21000 Split, Croatia
| | | | - Petra Milic
- Department of Pediatrics, University Hospital of Split, Spinciceva 1, 21000 Split, Croatia
| | - Josko Markic
- Department of Pediatrics, University Hospital of Split, Spinciceva 1, 21000 Split, Croatia
- School of Medicine, University of Split, Soltanska 2, 21000 Split, Croatia
| |
Collapse
|
27
|
Minasi A, Andreadi A, Maiorino A, Giudice L, De Taddeo S, D'Ippolito I, de Guido I, Laitano R, Romano M, Ruotolo V, Magrini A, Di Daniele N, Rogliani P, Bellia A, Lauro D. Hypocalcemia is associated with adverse outcomes in patients hospitalized with COVID-19. Endocrine 2023; 79:577-586. [PMID: 36350462 PMCID: PMC9643940 DOI: 10.1007/s12020-022-03239-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Accepted: 10/19/2022] [Indexed: 11/11/2022]
Abstract
PURPOSE Calcium ions are involved in the regulation of several cellular processes and may also influence viral replication. Hypocalcemia has been frequently reported during infectious diseases and in critically ill patients, including also COVID-19 patients, significantly related with the pro-inflammatory state and mortality. The aim of this study is to investigate the prevalence of hypocalcemia at admission in patients hospitalized for COVID-19 (Coronavirus disease 2019) and to evaluate association of hypocalcemia with in-hospital COVID-19 outcomes. METHODS Retrospective analysis on 118 consecutive patients, hospitalized for COVID-19 between March and May 2020. Clinical characteristics, inflammation markers, biochemical routine and mineral metabolism parameters at admission were collected. Hypocalcemia was defined as total serum calcium <2.2 mmol/L. Population was stratified by tertiles of total serum calcium. Primary outcome was the composite of in-hospital death or admission to intensive care unit (ICU). Secondary outcomes included in-hospital death, admission to ICU and need for non-invasive ventilation as separate events. Associations were tested by logistic regression and Cox-regression analysis with survival curves. RESULTS Overall prevalence of hypocalcemia was 76.6%, with just 6.7% of patients reporting levels of 25-(OH)-vitamin D > 30 ng/ml. Total serum calcium was inversely related with selected inflammatory biomarkers (p < 0.05) and poorer outcome of COVID-19 during hospitalization. Lower tertile of total calcium (≤2.02 mmol/L) had increased risk of in-hospital mortality (HR 2.77; 1.28-6.03, p = 0.01) compared with other groups. CONCLUSION Total serum calcium detected on admission is inversely related with proinflammatory biomarkers of severe COVID-19 and is useful to better define risk stratification for adverse in-hospital outcome.
Collapse
Affiliation(s)
- Alessandro Minasi
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
- Division of Endocrinology and Diabetes, University Hospital Fondazione Policlinico Tor Vergata, Rome, Italy
| | - Aikaterini Andreadi
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
- Division of Endocrinology and Diabetes, University Hospital Fondazione Policlinico Tor Vergata, Rome, Italy
| | - Alessio Maiorino
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
- Division of Endocrinology and Diabetes, University Hospital Fondazione Policlinico Tor Vergata, Rome, Italy
| | - Luca Giudice
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
- Division of Endocrinology and Diabetes, University Hospital Fondazione Policlinico Tor Vergata, Rome, Italy
| | - Sofia De Taddeo
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
- Division of Endocrinology and Diabetes, University Hospital Fondazione Policlinico Tor Vergata, Rome, Italy
| | - Ilenia D'Ippolito
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
- Division of Endocrinology and Diabetes, University Hospital Fondazione Policlinico Tor Vergata, Rome, Italy
| | - Ilaria de Guido
- Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy
- Division of Respiratory Medicine, University Hospital Fondazione Policlinico Tor Vergata, Rome, Italy
| | - Rossella Laitano
- Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy
- Division of Respiratory Medicine, University Hospital Fondazione Policlinico Tor Vergata, Rome, Italy
| | - Maria Romano
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
- Division of Endocrinology and Diabetes, University Hospital Fondazione Policlinico Tor Vergata, Rome, Italy
| | - Valeria Ruotolo
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
- Division of Endocrinology and Diabetes, University Hospital Fondazione Policlinico Tor Vergata, Rome, Italy
| | - Andrea Magrini
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata", Rome, Italy
| | - Nicola Di Daniele
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Paola Rogliani
- Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy
- Division of Respiratory Medicine, University Hospital Fondazione Policlinico Tor Vergata, Rome, Italy
| | - Alfonso Bellia
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
- Division of Endocrinology and Diabetes, University Hospital Fondazione Policlinico Tor Vergata, Rome, Italy
| | - Davide Lauro
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy.
- Division of Endocrinology and Diabetes, University Hospital Fondazione Policlinico Tor Vergata, Rome, Italy.
| |
Collapse
|
28
|
Tan MKA, Lim Alba R, Li K. Association of Vitamin D levels on the Clinical Outcomes of Patients Hospitalized for COVID-19 in a Tertiary Hospital. J ASEAN Fed Endocr Soc 2023; 38:81-89. [PMID: 37252418 PMCID: PMC10213170 DOI: 10.15605/jafes.038.01.07] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Accepted: 11/04/2022] [Indexed: 11/15/2023] Open
Abstract
OBJECTIVES This study aimed to compare the severity of COVID-19, inflammatory parameters and clinical outcomes among patients with normal and subnormal levels of Vitamin D. METHODOLOGY This is a retrospective cohort study of 135 patients admitted in a tertiary hospital for COVID-19. Patients were grouped according to their Vitamin D level. Primary outcome measure was the composite of all-cause mortality and morbidity. Other outcome measures determined were the comparison among the groups on the severity of COVID-19 infection, changes in inflammatory parameters, length of hospital stay and duration of respiratory support. RESULTS There was a significant trend of higher ICU admission (p=0.024), mortality (p=0.006) and poor clinical outcome (p=0.009) among the Vitamin D deficient group. No significant difference was found for most of the inflammatory parameters, duration of hospital stay and respiratory support. Overall, patients with deficient, but not insufficient Vitamin D level had 6 times higher odds of composite poor outcome than those with normal Vitamin D (crude OR=5.18, p=0.003; adjusted OR=6.3, p=0.043). CONCLUSION The inverse relationship between Vitamin D level and poor composite outcome observed in our study suggests that low Vitamin D may be a risk factor for poor prognosis among patients admitted for COVID-19.
Collapse
Affiliation(s)
- Margarita Katrina Amor Tan
- Section of Endocrinology, Diabetes and Metabolism, Department of Medicine, Chinese General Hospital and Medical Center, Philippines
| | - Rebecca Lim Alba
- Section of Endocrinology, Diabetes and Metabolism, Department of Medicine, Chinese General Hospital and Medical Center, Philippines
| | - Kingbherly Li
- Section of Infectious Diseases, Department of Internal Medicine, Chinese General Hospital and Medical Center, Philippines
| |
Collapse
|
29
|
Smaha J, Jackuliak P, Kužma M, Max F, Binkley N, Payer J. Vitamin D Deficiency Prevalence in Hospitalized Patients with COVID-19 Significantly Decreased during the Pandemic in Slovakia from 2020 to 2022 Which Was Associated with Decreasing Mortality. Nutrients 2023; 15:1132. [PMID: 36904131 PMCID: PMC10005285 DOI: 10.3390/nu15051132] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 02/20/2023] [Accepted: 02/22/2023] [Indexed: 02/26/2023] Open
Abstract
The coronavirus disease 2019 (COVID-19) pandemic has led to changes in lifestyle, which could influence vitamin D status on a population level. The purpose of our study was to compare 25-hydroxyvitamin D (25[OH]D) levels in patients hospitalized because of severe COVID-19 during two waves of the pandemic (2020/21 vs. 2021/22). A total of 101 patients from the 2021/22 wave were compared with 101 sex- and age-matched subjects from the 2020/21 wave. Patients from both groups were hospitalized during the winter season from 1 December to 28 February. Men and women were analyzed together and separately. The mean 25(OH)D concentration increased from 17.8 ± 9.7 ng/mL to 25.2 ± 12.6 ng/mL between waves. The prevalence of vitamin D deficiency (<20 ng/mL) decreased from 82% to 54%. The prevalence of adequate serum 25(OH)D concentration (>30 ng/mL) increased from 10% to 34% (p < 0.0001). The proportion of patients with a history of vitamin D supplementation increased from 18% to 44% (p < 0.0001). Low serum 25(OH)D concentration was independently associated with mortality after adjusting for age and sex for the whole cohort of patients (p < 0.0001). The prevalence of inadequate vitamin D status in hospitalized patients with COVID-19 in Slovakia decreased significantly, probably due to a higher rate of vitamin D supplementation during the COVID-19 pandemic.
Collapse
Affiliation(s)
- Juraj Smaha
- 5th Department of Internal Medicine, Comenius University Faculty of Medicine, University Hospital, Ruzinovska 6, 826 06 Bratislava, Slovakia
| | - Peter Jackuliak
- 5th Department of Internal Medicine, Comenius University Faculty of Medicine, University Hospital, Ruzinovska 6, 826 06 Bratislava, Slovakia
| | - Martin Kužma
- 5th Department of Internal Medicine, Comenius University Faculty of Medicine, University Hospital, Ruzinovska 6, 826 06 Bratislava, Slovakia
| | - Filip Max
- Department of Pharmacology and Toxicology, Comenius University Faculty of Pharmacy, Odbojarov 10, 832 32 Bratislava, Slovakia
| | - Neil Binkley
- Department of Medicine, Geriatrics Faculty, Medical Sciences Center, University of Wisconsin, 1300 University Ave, Madison, WI 53706-1510, USA
| | - Juraj Payer
- 5th Department of Internal Medicine, Comenius University Faculty of Medicine, University Hospital, Ruzinovska 6, 826 06 Bratislava, Slovakia
| |
Collapse
|
30
|
Sarría-Santamera A, Mukhtarova K, Baizhaxynova A, Kanatova K, Zhumambayeva S, Akilzhanova A, Azizan A. Association of CYP24A1 Gene rs6127099 (A > T) Polymorphism with Lower Risk to COVID-19 Infection in Kazakhstan. Genes (Basel) 2023; 14:307. [PMID: 36833234 PMCID: PMC9957291 DOI: 10.3390/genes14020307] [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: 11/21/2022] [Revised: 12/28/2022] [Accepted: 01/04/2023] [Indexed: 01/26/2023] Open
Abstract
In December 2019, SARS-CoV-2 was identified in Wuhan, China. Infection by SARS-CoV-2 causes coronavirus disease 2019 (COVID-19), which is characterized by fever, cough, dyspnea, anosmia, and myalgia in many cases. There are discussions about the association of vitamin D levels with COVID-19 severity. However, views are conflicting. The aim of the study was to examine associations of vitamin D metabolism pathway gene polymorphisms with symptomless COVID-19 susceptibility in Kazakhstan. The case-control study examined the association between asymptomatic COVID-19 and vitamin D metabolism pathway gene polymorphisms in 185 participants, who previously reported not having COVID-19, were PCR negative at the moment of data collection, and were not vaccinated. A dominant mutation in rs6127099 (CYP24A1) was found to be protective of asymptomatic COVID-19. Additionally, the G allele of rs731236 TaqI (VDR), dominant mutation in rs10877012 (CYP27B1), recessive rs1544410 BsmI (VDR), and rs7041 (GC) are worth consideration since they were statistically significant in bivariate analysis, although their independent effect was not found in the adjusted multivariate logistic regression model.
Collapse
Affiliation(s)
| | - Kymbat Mukhtarova
- School of Medicine, Nazarbayev University, Astana 010000, Kazakhstan
| | | | - Kaznagul Kanatova
- School of Medicine, Nazarbayev University, Astana 010000, Kazakhstan
| | - Saule Zhumambayeva
- Department of Propedeutics of Children Disease, Astana Medical University, Astana 010000, Kazakhstan
| | - Ainur Akilzhanova
- National Laboratory Astana, Nazarbayev University, Astana 010000, Kazakhstan
| | - Azliyati Azizan
- College of Osteopathic Medicine, Touro University Nevada, Henderson, NV 89014, USA
| |
Collapse
|
31
|
Díaz-Rodríguez N, Binkytė R, Bakkali W, Bookseller S, Tubaro P, Bacevičius A, Zhioua S, Chatila R. Gender and sex bias in COVID-19 epidemiological data through the lens of causality. Inf Process Manag 2023; 60:103276. [PMID: 36647369 PMCID: PMC9834203 DOI: 10.1016/j.ipm.2023.103276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 12/08/2022] [Accepted: 01/09/2023] [Indexed: 01/13/2023]
Abstract
The COVID-19 pandemic has spurred a large amount of experimental and observational studies reporting clear correlation between the risk of developing severe COVID-19 (or dying from it) and whether the individual is male or female. This paper is an attempt to explain the supposed male vulnerability to COVID-19 using a causal approach. We proceed by identifying a set of confounding and mediating factors, based on the review of epidemiological literature and analysis of sex-dis-aggregated data. Those factors are then taken into consideration to produce explainable and fair prediction and decision models from observational data. The paper outlines how non-causal models can motivate discriminatory policies such as biased allocation of the limited resources in intensive care units (ICUs). The objective is to anticipate and avoid disparate impact and discrimination, by considering causal knowledge and causal-based techniques to compliment the collection and analysis of observational big-data. The hope is to contribute to more careful use of health related information access systems for developing fair and robust predictive models.
Collapse
Affiliation(s)
- Natalia Díaz-Rodríguez
- DaSCI Andalusian Institute in Data Science and Computational Intelligence, CITIC, Dpt. of Computer Science and Artificial Intelligence, University of Granada, Spain
| | | | - Wafae Bakkali
- Amazon Machine Learning Solutions Lab, Amazon Web Services, Paris, France
| | | | - Paola Tubaro
- LISN-TAU, CNRS, University Paris-Saclay, Inria, France
| | | | - Sami Zhioua
- INRIA, École Polytechnique, IPP, Paris, France
| | - Raja Chatila
- ISIR (Institute of Intelligent Systems and Robotics), Sorbonne University, Paris, France
| |
Collapse
|
32
|
Ashique S, Gupta K, Gupta G, Mishra N, Singh S, Wadhwa S, Gulati M, Dureja H, Zacconi F, Oliver BG, Paudel KR, Hansbro PM, Chellappan DK, Dua K. Vitamin D-A prominent immunomodulator to prevent COVID-19 infection. Int J Rheum Dis 2023; 26:13-30. [PMID: 36308699 PMCID: PMC9874620 DOI: 10.1111/1756-185x.14477] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 09/15/2022] [Accepted: 10/07/2022] [Indexed: 01/27/2023]
Abstract
COVID-19 remains a life-threatening infectious disease worldwide. Several bio-active agents have been tested and evaluated in an effort to contain this disease. Unfortunately, none of the therapies have been successful, owing to their safety concerns and the presence of various adverse effects. Various countries have developed vaccines as a preventive measure; however, they have not been widely accepted as effective strategies. The virus has proven to be exceedingly contagious and lethal, so finding an effective treatment strategy has been a top priority in medical research. The significance of vitamin D in influencing many components of the innate and adaptive immune systems is examined in this study. This review aims to summarize the research on the use of vitamin D for COVID-19 treatment and prevention. Vitamin D supplementation has now become an efficient option to boost the immune response for all ages in preventing the spread of infection. Vitamin D is an immunomodulator that treats infected lung tissue by improving innate and adaptive immune responses and downregulating the inflammatory cascades. The preventive action exerted by vitamin D supplementation (at a specific dose) has been accepted by several observational research investigations and clinical trials on the avoidance of viral and acute respiratory dysfunctions. To assess the existing consensus about vitamin D supplementation as a strategy to treat and prevent the development and progression of COVID-19 disease, this review intends to synthesize the evidence around vitamin D in relation to COVID-19 infection.
Collapse
Affiliation(s)
- Sumel Ashique
- Department of PharmaceuticsBharat Institute of Technology (BIT), School of PharmacyMeerutIndia
| | - Kirti Gupta
- Department of Pharmacology, MM College of PharmacyMaharishi Markandeshwar (Deemed to be) UniversityAmbalaIndia
| | - Gaurav Gupta
- School of PharmacySuresh Gyan Vihar UniversityJaipurIndia
- Department of Pharmacology, Saveetha Dental College, Saveetha Institute of Medical and Technical SciencesSaveetha UniversityChennaiIndia
- Uttaranchal Institute of Pharmaceutical SciencesUttaranchal UniversityDehradunIndia
| | - Neeraj Mishra
- Department of Pharmaceutics, Amity Institute of PharmacyAmity University Madhya Pradesh (AUMP)GwaliorIndia
| | - Sachin Kumar Singh
- School of Pharmaceutical SciencesLovely Professional UniversityJalandharIndia
- Faculty of Health, Australian Research Centre in Complementary and Integrative MedicineUniversity of Technology SydneyNew South WalesUltimoAustralia
| | - Sheetu Wadhwa
- School of Pharmaceutical SciencesLovely Professional UniversityJalandharIndia
| | - Monica Gulati
- School of Pharmaceutical SciencesLovely Professional UniversityJalandharIndia
| | - Harish Dureja
- Department of Pharmaceutical SciencesMaharshi Dayanand UniversityRohtakIndia
| | - Flavia Zacconi
- Facultad de Química y de FarmaciaPontificia Universidad Católica de ChileSantiagoChile
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological SciencesPontificia Universidad Católica de ChileSantiagoChile
| | - Brian G. Oliver
- Woolcock Institute of Medical ResearchUniversity of SydneyNew South WalesSydneyAustralia
- School of Life Sciences, Faculty of ScienceUniversity of Technology Sydney2007New South WalesSydneyAustralia
| | - Keshav Raj Paudel
- Centre for InflammationCentenary Institute and University of Technology Sydney, Faculty of Science, School of Life SciencesNew South WalesSydneyAustralia
| | - Philip M. Hansbro
- Centre for InflammationCentenary Institute and University of Technology Sydney, Faculty of Science, School of Life SciencesNew South WalesSydneyAustralia
| | - Dinesh Kumar Chellappan
- Department of Life Sciences, School of PharmacyInternational Medical UniversityKuala LumpurMalaysia
| | - Kamal Dua
- School of Life Sciences, Faculty of ScienceUniversity of Technology Sydney2007New South WalesSydneyAustralia
- Discipline of Pharmacy, Graduate School of HealthUniversity of Technology SydneyNew South WalesSydneyAustralia
| |
Collapse
|
33
|
Lee KC, Kim JS, Kwak YS. Relation of pandemics with solar cycles through ozone, cloud seeds, and vitamin D. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:13827-13836. [PMID: 36149564 PMCID: PMC9510177 DOI: 10.1007/s11356-022-22982-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 09/06/2022] [Indexed: 06/16/2023]
Abstract
The global records of infectious diseases, including Western and Eastern documents from 1825 to 2020, during which sunspot observations are considered reliable, show that 27 of the 34 pandemic outbreaks were coincident with sunspot number maxima or minima. There is evidence that the intensity of galactic cosmic rays is anti-correlated with solar activity and that cloud seed formation is accelerated by galactic cosmic rays. There are a substantial number of research papers showing the relationship between COVID-19 and vitamin D deficiency. The data analysis of ozone thickness measured based on NASA satellite observations revealed that ozone thickness has 11-year and 28-month cycles. Because the 11-year cycles of ozone thickness and cloud seed attenuation are anti-correlated, when either one becomes extremely thick, such as at the maximum or minimum point of solar activity, UV radiation is over-attenuated, and human vitamin D deficiency is globally increased. This finding explains the coincidence of pandemic outbreaks with the extrema of the sunspot numbers. Vitamin D supplementation can be an effective countermeasure against the spread of infectious diseases, which is a paramount importance to global society. Future pandemic forecasting should include the 11-year and 28-month cycles of UV radiation. This founding completes the relationship between solar activity and human health through the earth's environment.
Collapse
Affiliation(s)
- Kwan Chul Lee
- Korea Institute of Fusion Energy, 169-148 Gwahak-ro, Yuseong-gu, Daejeon, 34133, Korea.
| | - Jung Sun Kim
- Konyang University Medical Campus, 158 Gwanjeodong-ro, Seo-gu, Daejeon, 35365, Korea
| | - Young Sil Kwak
- Korea Astronomy and Space Science Institute, 776 Daedeok-daero, Yuseong-gu, Daejeon, 34055, Korea
| |
Collapse
|
34
|
Gumus D, Topal GG, Sevim S, Kizil M. Adherence to Mediterranean diet and dietary changes according to the fear of COVID-19 during the pandemic: a cross-sectional study. J Nutr Sci 2023; 12:e56. [PMID: 37180483 PMCID: PMC10173089 DOI: 10.1017/jns.2023.40] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 04/04/2023] [Accepted: 04/11/2023] [Indexed: 05/16/2023] Open
Abstract
The coronavirus disease 2019 (COVID-19) has led to the implementation of restrictions to reduce transmission worldwide. The restrictions and measures have affected the psychological health and eating habits. The objective of the present study was to evaluate dietary habits, lifestyle changes, adherence to the Mediterranean diet (MD) and fear of COVID-19 in Turkey during the pandemic. A cross-sectional online survey of socio-demographic characteristics, anthropometric measurements, nutrition, physical activity and lifestyle habits was used for data collection. The fear of COVID-19 levels of the participants was determined by the fear of COVID-19 scale (FCV-19S). The Mediterranean Diet Adherence Screener (MEDAS) was used to evaluate participants' adherence to the MD. The differences between the FCV-19S and MEDAS according to gender were compared. Eight hundred and twenty subjects (76⋅6 % women and 28⋅4 % men) were evaluated within the study. The mean of MEDAS (ranged between 0 and 12) was 6⋅4 ± 2⋅1, and almost half of the participants moderately adhered to the MD. The mean of FCV-19S (ranged between 7 and 33) was 16⋅8 ± 5⋅7, while women's FCV-19S and MEDAS were significantly higher than men's (P < 0⋅001). The consumption of sweetened cereals, grains, pasta, homemade bread and pastries of the respondents with high FCV-19S were higher than in those with low FCV-19S. High FCV-19S was also characterized by decreased take-away food and fast food consumption in approximately 40 % of the respondents (P < 0⋅01). Similarly, women's fast food and take-away food consumption decreased more than men's (P < 0⋅05). In conclusion, the respondents' food consumption and eating habits varied according to the fear of COVID-19.
Collapse
Affiliation(s)
- Damla Gumus
- Department of Nutrition and Dietetics, Hacettepe University Faculty of Health Sciences, Sıhhiye, Ankara 06100, Turkey
| | - Gulsum Gizem Topal
- Department of Nutrition and Dietetics, Hacettepe University Faculty of Health Sciences, Sıhhiye, Ankara 06100, Turkey
| | - Sumeyra Sevim
- Department of Nutrition and Dietetics, Hacettepe University Faculty of Health Sciences, Sıhhiye, Ankara 06100, Turkey
| | - Mevlude Kizil
- Department of Nutrition and Dietetics, Hacettepe University Faculty of Health Sciences, Sıhhiye, Ankara 06100, Turkey
- Corresponding author: Mevlude Kizil, email
| |
Collapse
|
35
|
De Nicolò A, Cusato J, Bezzio C, Saibeni S, Vernero M, Disabato M, Caviglia GP, Ianniello A, Manca A, D’Avolio A, Ribaldone DG. Possible Impact of Vitamin D Status and Supplementation on SARS-CoV-2 Infection Risk and COVID-19 Symptoms in a Cohort of Patients with Inflammatory Bowel Disease. Nutrients 2022; 15:169. [PMID: 36615826 PMCID: PMC9824626 DOI: 10.3390/nu15010169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 12/20/2022] [Accepted: 12/21/2022] [Indexed: 12/31/2022] Open
Abstract
The coronavirus disease (COVID-19) pandemic represents a global health challenge, particularly considering concomitant diseases. Patients with inflammatory bowel diseases (IBD) can be considered a population at risk. On the other hand, the risk of developing IBD and COVID-19 have both been described as modulated by vitamin D (VD) levels. In this work, a cohort of 106 adult patients affected by IBD was prospectively enrolled, during the second wave of the pandemic in Italy. In these patients, VD plasma levels, demographic, and clinical characteristics were tested for a correlation/an association with the risk of infection with SARS-CoV-2 in the study period (anti-spike IgG positivity) and the severity of COVID-19 symptoms. By multivariate logistic regression analysis, VD supplementation (Odds Ratio; OR 0.116, p = 0.002), therapy with monoclonal antibodies (OR 0.227, p = 0.007), and the use of mesalazine (OR 2.968, p = 0.046) were found to be independent predictors of SARS-CoV-2 positivity. Moreover, hypertension was associated with severe disease (p = 0.019), while a VD level higher than 30 ng/mL (p = 0.031, OR 0.078) was associated with asymptomatic infection. No interplay between IBD activity and COVID-19 risk of infection or symptoms was observed. These results confirm the importance of VD levels in defining the risk of COVID-19 and give encouraging data about the safety of maintaining immunomodulatory treatments for IBD during the COVID-19 pandemic.
Collapse
Affiliation(s)
- Amedeo De Nicolò
- Laboratory of Clinical Pharmacology and Pharmacogenetics, Department of Medical Sciences, University of Turin, 10149 Turin, Italy
| | - Jessica Cusato
- Laboratory of Clinical Pharmacology and Pharmacogenetics, Department of Medical Sciences, University of Turin, 10149 Turin, Italy
| | - Cristina Bezzio
- Gastroenterology Unit, Rho Hospital, ASST Rhodense, 20017 Milan, Italy
| | - Simone Saibeni
- Gastroenterology Unit, Rho Hospital, ASST Rhodense, 20017 Milan, Italy
| | - Marta Vernero
- Gastroenterology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Michela Disabato
- Gastroenterology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Gian Paolo Caviglia
- Gastroenterology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Alice Ianniello
- Laboratory of Clinical Pharmacology and Pharmacogenetics, Department of Medical Sciences, University of Turin, 10149 Turin, Italy
| | - Alessandra Manca
- Laboratory of Clinical Pharmacology and Pharmacogenetics, Department of Medical Sciences, University of Turin, 10149 Turin, Italy
| | - Antonio D’Avolio
- Laboratory of Clinical Pharmacology and Pharmacogenetics, Department of Medical Sciences, University of Turin, 10149 Turin, Italy
| | | |
Collapse
|
36
|
Conversion of ergosterol into vitamin D2 and other photoisomers in Agaricus bisporus mushrooms under UV-C irradiation. FOOD BIOSCI 2022. [DOI: 10.1016/j.fbio.2022.102143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
|
37
|
Correlation between vitamin D level and severity of prognostic markers in Egyptian COVID-19 patients: a cohort study. THE EGYPTIAN JOURNAL OF INTERNAL MEDICINE 2022; 34:49. [PMID: 35754946 PMCID: PMC9214466 DOI: 10.1186/s43162-022-00131-x] [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: 01/30/2022] [Accepted: 04/27/2022] [Indexed: 11/26/2022] Open
Abstract
The outbreak of coronavirus disease 2019 (COVID-19), which is caused by the highly contagious severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), was announced a pandemic in March 2020 by the World Health Organization. The disease can be diagnosed on the basis of clinical symptoms, polymerase chain reaction positivity, and the presence of ground-glass opacities on computed tomography (CT) scans. Recent studies have focused on the role of serum inflammatory markers that predict COVID-19, such as lymphocyte counts and C-reactive protein (CRP), homocysteine, and D-dimer levels. Vitamin D is thought to reduce the risk of viral infections through several mechanisms. Our aim was to evaluate the correlation between serum vitamin D level and inflammatory markers and severity in Egyptian patients with COVID-19 infection. Serum vitamin D level had a positive correlation with hemoglobin level and lymphocytes. As results, serum vitamin D had a negative correlation with serum ferritin, CRP, and D-dimer and was not correlated with CORAD scoring in the CT chest. In conclusion, serum vitamin D was inversely correlated with inflammatory markers (ferritin, CRP, and D-dimer) which mean that participants with symptoms of COVID-19 had a high level of inflammatory markers and a low level of vitamin D. Participants without symptoms of COVID-19 had normal inflammatory markers and normal vitamin D level.
Collapse
|
38
|
Forsyth CB, Voigt RM, Swanson GR, Bishehsari F, Shaikh M, Zhang L, Engen P, Keshavarzian A. Alcohol use disorder as a potential risk factor for COVID-19 severity: A narrative review. Alcohol Clin Exp Res 2022; 46:1930-1943. [PMID: 36394508 PMCID: PMC9722573 DOI: 10.1111/acer.14936] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 07/25/2022] [Accepted: 08/31/2022] [Indexed: 11/19/2022]
Abstract
In Dec. 2019-January 2020, a pneumonia illness originating in Wuhan, China, designated as coronavirus disease 2019 (COVID-19) was shown to be caused by a novel RNA coronavirus designated as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). People with advanced age, male sex, and/or underlying health conditions (obesity, type 2 diabetes, cardiovascular disease, hypertension, chronic kidney disease, and chronic lung disease) are especially vulnerable to severe COVID-19 symptoms and death. These risk factors impact the immune system and are also associated with poor health, chronic illness, and shortened longevity. However, a large percent of patients without these known risk factors also develops severe COVID-19 disease that can result in death. Thus, there must exist risk factors that promote exaggerated inflammatory and immune response to the SARS-CoV-2 virus leading to death. One such risk factor may be alcohol misuse and alcohol use disorder because these can exacerbate viral lung infections like SARS, influenza, and pneumonia. Thus, it is highly plausible that alcohol misuse is a risk factor for either increased infection rate when individuals are exposed to SARS-CoV-2 virus and/or more severe COVID-19 in infected patients. Alcohol use is a well-known risk factor for lung diseases and ARDS in SARS patients. We propose that alcohol has three key pathogenic elements in common with other COVID-19 severity risk factors: namely, inflammatory microbiota dysbiosis, leaky gut, and systemic activation of the NLRP3 inflammasome. We also propose that these three elements represent targets for therapy for severe COVID-19.
Collapse
Affiliation(s)
- Christopher B. Forsyth
- Department of Internal Medicine, Section of Gastroenterology, Rush University Medical Center, Chicago, IL 60612
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University Medical Center, Chicago, IL 60612
- Department of Anatomy and Cell Biology, Rush University Medical Center, Chicago, IL 60612
- Rush University Graduate College, Rush University Medical Center, Chicago, IL 60612
| | - Robin M. Voigt
- Department of Internal Medicine, Section of Gastroenterology, Rush University Medical Center, Chicago, IL 60612
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University Medical Center, Chicago, IL 60612
- Department of Anatomy and Cell Biology, Rush University Medical Center, Chicago, IL 60612
- Rush University Graduate College, Rush University Medical Center, Chicago, IL 60612
| | - Garth R. Swanson
- Department of Internal Medicine, Section of Gastroenterology, Rush University Medical Center, Chicago, IL 60612
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University Medical Center, Chicago, IL 60612
- Department of Anatomy and Cell Biology, Rush University Medical Center, Chicago, IL 60612
- Rush University Graduate College, Rush University Medical Center, Chicago, IL 60612
| | - Faraz Bishehsari
- Department of Internal Medicine, Section of Gastroenterology, Rush University Medical Center, Chicago, IL 60612
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University Medical Center, Chicago, IL 60612
- Department of Anatomy and Cell Biology, Rush University Medical Center, Chicago, IL 60612
- Rush University Graduate College, Rush University Medical Center, Chicago, IL 60612
| | - Maliha Shaikh
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University Medical Center, Chicago, IL 60612
| | - Lijuan Zhang
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University Medical Center, Chicago, IL 60612
| | - Phillip Engen
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University Medical Center, Chicago, IL 60612
| | - Ali Keshavarzian
- Department of Internal Medicine, Section of Gastroenterology, Rush University Medical Center, Chicago, IL 60612
- Rush Center for Integrated Microbiome and Chronobiology Research, Rush University Medical Center, Chicago, IL 60612
- Department of Anatomy and Cell Biology, Rush University Medical Center, Chicago, IL 60612
- Rush University Graduate College, Rush University Medical Center, Chicago, IL 60612
| |
Collapse
|
39
|
Severity of COVID-19 patients with coexistence of asthma and vitamin D deficiency. INFORMATICS IN MEDICINE UNLOCKED 2022; 34:101116. [PMID: 36338941 PMCID: PMC9616486 DOI: 10.1016/j.imu.2022.101116] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Revised: 10/21/2022] [Accepted: 10/22/2022] [Indexed: 11/06/2022] Open
Abstract
Coronavirus disease 2019 (COVID-19)-driven global pandemic triggered innumerable health complications, imposing great challenges in managing other respiratory diseases like asthma. Furthermore, increases in the underlying inflammation involved in the fatality of COVID-19 have been linked with lack of vitamin D. In this research work, we intend to investigate the possible genetic linkage of asthma and vitamin D deficiency with the severity and fatality of COVID-19 using a network-based approach. We identified and analysed 41 and 14 differentially expressed genes (DEGs) of COVID-19 being common with asthma and vitamin D deficiency, respectively, through the comparative differential gene expression analysis and their footprints on signalling pathways. Gene set enrichment analysis for GO terms and signalling pathways reveals key biological activities, including inflammatory response-related pathways (e.g., cytokine- and chemokine-mediated signalling pathways, IL-17, and TNF signalling pathways). Besides, the Protein–Protein Interaction network analysis of those DEGs reveals hub proteins, some of which are reported as inflammatory antiviral interferon-stimulated biomarkers that potentially drive the cytokine storm leading to COVID-19 severity and fatality, and contributes in the early stage of viral replication, respectively. Moreover, the regulatory network analysis found these DEGs associated with antiviral and tumour inhibitory transcription factors and micro-RNAs. Finally, drug–target enrichment analysis yields tetradioxin, estradiol, arsenenous acid, and zinc, which have been reported to be effective in suppressing the pro-inflammatory cytokines production, and other respiratory tract infections. Our results yield shared biomarker-driven key hypotheses followed by network-based analytics, demystifying the mechanistic details of COVID-19 comorbidity of asthma and vitamin D deficiency with their potential therapeutic implications.
Collapse
|
40
|
The Effects of Vitamin D Supplementation in COVID-19 Patients: A Systematic Review. Int J Mol Sci 2022; 23:ijms232012424. [PMID: 36293279 PMCID: PMC9604062 DOI: 10.3390/ijms232012424] [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: 09/12/2022] [Revised: 09/30/2022] [Accepted: 10/04/2022] [Indexed: 11/17/2022] Open
Abstract
Vitamin D has an immune-modulating effect on respiratory tract infections. For this reason, it has been proposed as part of the treatment in COVID-19. Furthermore, vitamin D deficiency has been associated with worse clinical outcomes of this disease. The aim of this systematic review was to determine whether vitamin D supplementation modifies the disease course. Therefore, eleven studies involving randomised clinical trials are analysed, in which groups of COVID-19 patients with or without vitamin D supplementation as part of the treatment are compared. A control group was treated with best available therapy, and in some of the clinical trials, also with a placebo. According to the outcomes, it seems that patients benefit from receiving a daily or maintained in time vitamin D dose regardless of vitamin D serum levels at the beginning of the trial. The administration of a single vitamin D dose does not seem to have any effect on the health status of these patients. However, the outcomes are heterogeneous and larger clinical trials are necessary.
Collapse
|
41
|
Sarhan N, Abou Warda AE, Sarhan RM, Boshra MS, Mostafa-Hedeab G, ALruwaili BF, Ibrahim HSG, Schaalan MF, Fathy S. Evidence for the Efficacy of a High Dose of Vitamin D on the Hyperinflammation State in Moderate-to-Severe COVID-19 Patients: A Randomized Clinical Trial. MEDICINA (KAUNAS, LITHUANIA) 2022; 58:1358. [PMID: 36295519 PMCID: PMC9609310 DOI: 10.3390/medicina58101358] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 09/20/2022] [Indexed: 11/22/2022]
Abstract
Background and Objectives: Vitamin D supplementation plays a key effect in lowering cytokine storms among COVID-19 patients by influencing the activity of the renin-angiotensin system and the production of the angiotensin-2 converting enzyme. The study was conducted to explore the effect of high-dose intramuscular vitamin D in hospitalized adults infected with moderate-to-severe SARS-CoV-2 in comparison with the standard of care in the COVID-19 protocol. Materials and Methods: Two groups of patients were compared in this prospective randomized controlled trial as the vitamin D was administered orally to group 1 (alfacalcidol 1 mcg/day) and intramuscularly to group 2 (cholecalciferol 200,000 IU). One hundred and sixteen participants were recruited in total, with fifty-eight patients in each group. Following the Egyptian Ministry of Health's policy for COVID-19 management, all patients received the same treatment for a minimum of five days. Results: A significant difference was recorded in the length of hospital stay (8.6 versus 6.8 days), need for high oxygen or non-invasive mechanical ventilator (67% versus 33%), need for a mechanical ventilator (25% versus 75%), clinical improvement (45% versus 55%), the occurrence of sepsis (35% versus 65%), and in the monitored laboratory parameters in favor of high-dose vitamin D. Moreover, clinical improvement was significantly associated with the need for low/high oxygen, an invasive/non-invasive mechanical ventilator (MV/NIMV), and diabetes, while mortality was associated with the need for MV, ICU admission, atrial fibrillation, chronic obstructive pulmonary disease, asthma, and the occurrence of secondary infection. Conclusions: Our study showed that high-dose vitamin D was considered a promising treatment in the suppression of cytokine storms among COVID-19 patients and was associated with better clinical improvement and fewer adverse outcomes compared to low-dose vitamin D.
Collapse
Affiliation(s)
- Neven Sarhan
- Clinical Pharmacy Department, Faculty of Pharmacy, Misr International University, Cairo 11828, Egypt
| | - Ahmed E. Abou Warda
- Clinical Pharmacy Department, Faculty of Pharmacy, October 6 University, P.O. Box 12585, Giza 12585, Egypt
| | - Rania M. Sarhan
- Clinical Pharmacy Department, Faculty of Pharmacy, Beni-Suef University, P.O. Box 62514, Beni-Suef 62511, Egypt
| | - Marian S. Boshra
- Clinical Pharmacy Department, Faculty of Pharmacy, Beni-Suef University, P.O. Box 62514, Beni-Suef 62511, Egypt
| | - Gomaa Mostafa-Hedeab
- Pharmacology Department, Medical College, Jouf University, Sakaka 72388, Saudi Arabia
| | - Bashayer F. ALruwaili
- Community and Family Medicine Department, Division of Family Medicine, Medical College, Jouf University, Sakaka 72388, Saudi Arabia
| | | | - Mona F. Schaalan
- Clinical Pharmacy Department, Faculty of Pharmacy, Misr International University, Cairo 11828, Egypt
| | - Shaimaa Fathy
- Clinical Pharmacy Department, Faculty of Pharmacy, Misr International University, Cairo 11828, Egypt
| |
Collapse
|
42
|
Titis E. Parental Perspectives of the Impact of COVID-19 Lockdown on Food-Related Behaviors: Systematic Review. Foods 2022; 11:2851. [PMID: 36140979 PMCID: PMC9498514 DOI: 10.3390/foods11182851] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 09/06/2022] [Accepted: 09/10/2022] [Indexed: 12/15/2022] Open
Abstract
Home confinement during the COVID-19 pandemic has been accompanied by dramatic changes in household food dynamics that can significantly influence health. This systematic literature review presents parental perspectives of the impact of COVID-19 lockdown (up to 30 June 2022) on food preparation and meal routines, as well as other food-related behaviors, capturing both favorable and unfavorable changes in the household food environment. Themes and trends are identified and associations with other lifestyle factors are assessed. Overall, families enjoyed more time together around food, including planning meals, cooking, and eating together. Eating more diverse foods and balanced home-cooked meals (e.g., fresh fruit and vegetables) was combined with overeating and increased snacking (e.g., high-calorie snacks, desserts, and sweets), as parents became more permissive towards food; however, food insecurity increased among families with the lowest income. Adoption of meal planning skills and online shopping behavior emerged alongside behaviors aimed at self-sufficiency, such as bulk purchasing and stockpiling of non-perishable processed foods. These results are an important first step in recognizing how this pandemic may be affecting the family food environment, including low-income families. Future obesity prevention and treatment initiatives, but also ongoing efforts to address food management, parental feeding practices, and food insecurity, can account for these changes moving forward.
Collapse
Affiliation(s)
- Elzbieta Titis
- Warwick Institute for the Science of Cities, 4th Floor, Mathematical Sciences Building, University of Warwick, Coventry CV4 7AL, UK
| |
Collapse
|
43
|
Karampela I, Vallianou N, Magkos F, Apovian CM, Dalamaga M. Obesity, Hypovitaminosis D, and COVID-19: the Bermuda Triangle in Public Health. Curr Obes Rep 2022; 11:116-125. [PMID: 35391661 PMCID: PMC8989103 DOI: 10.1007/s13679-022-00471-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/02/2022] [Indexed: 12/14/2022]
Abstract
PURPOSE OF REVIEW The COVID-19 pandemic has challenged public health to a significant extent by markedly increasing morbidity and mortality. Evidence suggests that obesity and hypovitaminosis D constitute important risk factors for SARS-CoV-2 infection, severity of disease, and poor outcomes. Due to their high prevalence globally, obesity and hypovitaminosis D are considered pandemics. This review presents current epidemiologic and genetic data linking obesity, hypovitaminosis D, and COVID-19, highlighting the importance of the convergence of three pandemics and their impact on public health. We also briefly summarize potential mechanisms that could explain these links. RECENT FINDINGS Epidemiologic data have shown that obesity is an independent risk factor for COVID-19, severe disease and death, and genetic evidence has suggested a causal association between obesity-related traits and COVID-19 susceptibility and severity. Additionally, obesity is independently associated with hypovitaminosis D, which is highly prevalent in subjects with obesity. Hypovitaminosis D is independently associated with a higher risk for COVID-19, severity, hospitalization, infectious complications, acute respiratory distress syndrome, and poor outcomes. However, genome-wide association studies have not revealed any causal association between vitamin D levels and the risk for COVID-19, while there is no robust evidence for a beneficial role of vitamin D supplementation in the prevention and treatment of COVID-19. In the context of the ongoing COVID-19 pandemic, the epidemiologic impact of obesity and hypovitaminosis D is emphasized. Efforts to increase public awareness and reinforce preventive and therapeutic measures against obesity and hypovitaminosis D are strongly required.
Collapse
Affiliation(s)
- Irene Karampela
- Second Department of Critical Care, Medical School, Attikon General University Hospital, National and Kapodistrian University of Athens, 1 Rimini St, 12462 Haidari, Greece
| | - Natalia Vallianou
- Department of Internal Medicine and Endocrinology, Evangelismos General Hospital of Athens, 45-47 Ypsilantou St., 10676 Athens, Greece
| | - Faidon Magkos
- Department of Nutrition, Exercise, and Sports, University of Copenhagen, Copenhagen, Denmark
| | - Caroline M. Apovian
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Womens Hospital, Harvard Medical School, 221 Longwood Avenue, Boston, MA 02115 USA
| | - Maria Dalamaga
- Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, 75 Mikras Asias St, 11527 Athens, Greece
| |
Collapse
|
44
|
Severino P, D’Amato A, Prosperi S, Myftari V, Labbro Francia A, Önkaya M, Notari C, Papisca I, Canuti ES, Yarden Revivo M, Birtolo LI, Celli P, Galardo G, Maestrini V, d’Ettorre G, Mancone M, Fedele F. The Mutual Relationship among Cardiovascular Diseases and COVID-19: Focus on Micronutrients Imbalance. Nutrients 2022; 14:3439. [PMID: 36014944 PMCID: PMC9416353 DOI: 10.3390/nu14163439] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 08/12/2022] [Accepted: 08/15/2022] [Indexed: 12/16/2022] Open
Abstract
Micronutrients are ions and vitamins humbly required by the human body. They play a main role in several physiological mechanisms and their imbalance is strongly associated with potentially-fatal complications. Micronutrient imbalance is associated with many cardiovascular diseases, such as arrythmias, heart failure, and ischemic heart disease. It has been also observed in coronavirus disease 2019 (COVID-19), particularly in most severe patients. The relationship between cardiovascular diseases and COVID-19 is mutual: the latter triggers cardiovascular disease onset and worsening while patients with previous cardiovascular disease may develop a more severe form of COVID-19. In addition to the well-known pathophysiological mechanisms binding COVID-19 and cardiovascular diseases together, increasing importance is being given to the impact of micronutrient alterations, often present during COVID-19 and able to affect the balance responsible for a good functioning of the cardiovascular system. In particular, hypokalemia, hypomagnesemia, hyponatremia, and hypocalcemia are strongly associated with worse outcome, while vitamin A and D deficiency are associated with thromboembolic events in COVID-19. Thus, considering how frequent the cardiovascular involvement is in patients with COVID-19, and how it majorly affects their prognosis, this manuscript provides a comprehensive review on the role of micronutrient imbalance in the interconnection between COVID-19 and cardiovascular diseases.
Collapse
Affiliation(s)
- Paolo Severino
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Andrea D’Amato
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Silvia Prosperi
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Vincenzo Myftari
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Aurora Labbro Francia
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Merve Önkaya
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Claudia Notari
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Ilaria Papisca
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Elena Sofia Canuti
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Mia Yarden Revivo
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Lucia Ilaria Birtolo
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Paola Celli
- Anesthesiology and Intensive Care Unit, Sapienza University of Rome, Policlinico Umberto I, 00161 Rome, Italy
| | - Gioacchino Galardo
- Medical Emergency Unit, Sapienza University of Rome, Policlinico Umberto I, 00185 Rome, Italy
| | - Viviana Maestrini
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Gabriella d’Ettorre
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, 00185 Rome, Italy
| | - Massimo Mancone
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| | - Francesco Fedele
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy
| |
Collapse
|
45
|
Barrett R, Youssef M, Shah I, Ioana J, Lawati AA, Bukhari A, Hegarty S, Cormican LJ, Judge E, Burke CM, Cody C, Feely J, Hutchinson K, Tormey W, Neill EO, Shea AO, Connolly M, McCartney DMA, Faul JL. Vitamin D Status and Mortality from SARS CoV-2: A Prospective Study of Unvaccinated Caucasian Adults. Nutrients 2022; 14:nu14163252. [PMID: 36014757 PMCID: PMC9413855 DOI: 10.3390/nu14163252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 08/01/2022] [Accepted: 08/03/2022] [Indexed: 12/15/2022] Open
Abstract
COVID-19 and a low vitamin D state share common risk factors, which might explain why vitamin D deficiency has been linked with higher COVID-19 mortality. Moreover, measures of serum vitamin D may become lower during systemic inflammatory responses, further confounding the association via reverse causality. In this prospective study (recruited over 12 months), we examined whether the association between a low vitamin D state and in-hospital mortality due to SARS-CoV-2 pneumonia in unvaccinated subjects is explained by (i) the presence of shared risk factors (e.g., obesity, advanced age) or (ii) a reduction in serum 25(OH)D due to COVID-19 (i.e., reverse causality). In this cohort of 232 (mean age = 56 years) patients (all had SARS-CoV-2 diagnosed via PCR AND required supplemental oxygen therapy), we failed to find an association between serum vitamin D and levels of CRP, or other inflammatory markers. However, the hazard ratio for mortality for subjects over 70 years of age (13.2) and for subjects with a serum 25(OH)D level less than 30 nmol·L−1 (4.6) remained significantly elevated even after adjustment for gender, obesity and the presence of diabetes mellitus. Subjects <70 years and >70 years had significantly higher mortality with a serum 25(OH)D less than 30 nmol·L−1 (11.8% and 55%), than with a serum 25(OH)D greater than 30 nmol·L−1 (2.2% and 25%). Unvaccinated Caucasian adults with a low vitamin D state have higher mortality due to SARS CoV-2 pneumonia, which is not explained by confounders and is not closely linked with elevated serum CRP.
Collapse
Affiliation(s)
- Robert Barrett
- School of Biological and Health Sciences, Technological University Dublin, D08 NF82 Dublin, Ireland
| | - Modar Youssef
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Irfan Shah
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Julia Ioana
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Abdullah Al Lawati
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Abdullah Bukhari
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Suzanne Hegarty
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Liam J. Cormican
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Eoin Judge
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Conor M. Burke
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
- Department of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland
| | - Catriona Cody
- Department of Intensive Care Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Joseph Feely
- Department of Biochemistry, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | | | - William Tormey
- Department of Biochemistry, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Eoghan O’ Neill
- Department of Microbiology, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
| | - Aoife O’ Shea
- School of Biological and Health Sciences, Technological University Dublin, D08 NF82 Dublin, Ireland
| | - Meabh Connolly
- School of Biological and Health Sciences, Technological University Dublin, D08 NF82 Dublin, Ireland
| | - Daniel M. A. McCartney
- School of Biological and Health Sciences, Technological University Dublin, D08 NF82 Dublin, Ireland
| | - John L. Faul
- Department of Respiratory and Sleep Medicine, Connolly Hospital Dublin, D15 X40D Dublin, Ireland
- Department of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland
- Department of Medicine, Royal College of Surgeons in Ireland, D02 YN 77 Dublin, Ireland
- Correspondence:
| |
Collapse
|
46
|
Abstract
PURPOSE OF REVIEW Although COVID-19 was originally characterized as a respiratory disease, recent findings have shown lingering side effects in those who have recovered, and much is still unknown about the long-term consequences of the illness. Thus, the potential of unearthing multi-system dysfunction is high, with current data revealing significant impacts on musculoskeletal health. RECENT FINDINGS Multiple animal models of COVID-19 infection have revealed significant post-infection bone loss at several different skeletal sites. While how this loss occurred is unknown, this current review discusses the primary bone loss studies, and examines the possible mechanisms of action including: direct infection of bone marrow macrophages or hematopoietic progenitors, a proinflammatory response as a result of the COVID-19 induced cytokine storm, and/or a result of hypoxia and oxidative stress. This review will further examine how therapeutics used to treat COVID-19 affect the skeletal system. Finally, this review will examine the possible consequence that delayed care and limited healthcare accessibility has on musculoskeletal-related patient outcomes. It is important to investigate the potential impact COVID-19 infection has on musculoskeletal health.
Collapse
Affiliation(s)
- Olatundun D Awosanya
- Department of Orthopaedic Surgery, Indiana University School of Medicine, 635 Barnhill Drive, MS 549, Indianapolis, IN, 46202, USA
| | - Ushashi C Dadwal
- Department of Orthopaedic Surgery, Indiana University School of Medicine, 635 Barnhill Drive, MS 549, Indianapolis, IN, 46202, USA
| | - Erik A Imel
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Qigui Yu
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Melissa A Kacena
- Department of Orthopaedic Surgery, Indiana University School of Medicine, 635 Barnhill Drive, MS 549, Indianapolis, IN, 46202, USA.
- Roudebush VA Medical Center, Indianapolis, IN, USA.
| |
Collapse
|
47
|
Lazzarini N, Filippoupolitis A, Manzione P, Eleftherohorinou H. A machine learning model on Real World Data for predicting progression to Acute Respiratory Distress Syndrome (ARDS) among COVID-19 patients. PLoS One 2022; 17:e0271227. [PMID: 35901089 PMCID: PMC9333235 DOI: 10.1371/journal.pone.0271227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 06/26/2022] [Indexed: 11/18/2022] Open
Abstract
Introduction Identifying COVID-19 patients that are most likely to progress to a severe infection is crucial for optimizing care management and increasing the likelihood of survival. This study presents a machine learning model that predicts severe cases of COVID-19, defined as the presence of Acute Respiratory Distress Syndrome (ARDS) and highlights the different risk factors that play a significant role in disease progression. Methods A cohort composed of 289,351 patients diagnosed with COVID-19 in April 2020 was created using US administrative claims data from Oct 2015 to Jul 2020. For each patient, information about 817 diagnoses, were collected from the medical history ahead of COVID-19 infection. The primary outcome of the study was the presence of ARDS in the 4 months following COVID-19 infection. The study cohort was randomly split into training set used for model development, test set for model evaluation and validation set for real-world performance estimation. Results We analyzed three machine learning classifiers to predict the presence of ARDS. Among the algorithms considered, a Gradient Boosting Decision Tree had the highest performance with an AUC of 0.695 (95% CI, 0.679–0.709) and an AUPRC of 0.0730 (95% CI, 0.0676 – 0.0823), showing a 40% performance increase in performance against a baseline classifier. A panel of five clinicians was also used to compare the predictive ability of the model to that of clinical experts. The comparison indicated that our model is on par or outperforms predictions made by the clinicians, both in terms of precision and recall. Conclusion This study presents a machine learning model that uses patient claims history to predict ARDS. The risk factors used by the model to perform its predictions have been extensively linked to the severity of the COVID-19 in the specialized literature. The most contributing diagnosis can be easily retrieved in the patient clinical history and can be used for an early screening of infected patients. Overall, the proposed model could be a promising tool to deploy in a healthcare setting to facilitate and optimize the care of COVID-19 patients.
Collapse
Affiliation(s)
- Nicola Lazzarini
- Real World Analytics & AI, IQVIA, Cambridge, United Kingdom
- * E-mail:
| | | | - Pedro Manzione
- Strategic Analytics & Insights, IQVIA, Saint-Prex, Switzerland
| | | |
Collapse
|
48
|
D’Ecclesiis O, Gavioli C, Martinoli C, Raimondi S, Chiocca S, Miccolo C, Bossi P, Cortinovis D, Chiaradonna F, Palorini R, Faciotti F, Bellerba F, Canova S, Jemos C, Salé EO, Gaeta A, Zerbato B, Gnagnarella P, Gandini S. Vitamin D and SARS-CoV2 infection, severity and mortality: A systematic review and meta-analysis. PLoS One 2022; 17:e0268396. [PMID: 35793346 PMCID: PMC9258852 DOI: 10.1371/journal.pone.0268396] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 04/28/2022] [Indexed: 12/12/2022] Open
Abstract
To assess the evidence on SARS-CoV2 infection and Covid-19 in relation to deficiency and supplementation of vitamin D, we conducted a systematic review up to April 2021. We summarised data from 38 eligible studies, which presented risk estimates for at least one endpoint, including two RCT and 27 cohort-studies: 205565 patients with information on 25OHD status and 2022 taking vitamin D supplementation with a total of 1197 admitted to the ICU or who needed invasive mechanical ventilation or intubation and hospital stay, and more than 910 Covid-19 deaths. Primary outcomes were severity and mortality and the main aim was to evaluate the association with vitamin D supplementation. Random effects models showed that supplementation was associated with a significant lower risk of both Covid-19 severe disease (SRR 0.38, 95% CI 0.20-0.72, 6 studies) and mortality (SRR 0.35, 95% CI 0.17-0.70, 8 studies). There were no statistically significant dose differences between studies: summary estimates with regular doses remain statistically significant, suggesting that higher doses are not necessary. For patients on vitamin D supplementation, a greater reduction in mortality risk emerged in older individuals and at higher latitudes. Regarding the quality of studies, assessed using the New Castle-Ottawa quality scale, the analysis revealed in most cases no statistically significant differences between low, medium or high quality studies. We found significant associations of vitamin D supplementation with Covid-19, encompassing risks of disease worsening and mortality, especially in seasons characterized by 25OHD deficiency and with not severe patients. Dedicated randomized clinical studies are encouraged to confirm these results.
Collapse
Affiliation(s)
- Oriana D’Ecclesiis
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Costanza Gavioli
- Division of Epidemiology and Biostatistics, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Chiara Martinoli
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Sara Raimondi
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Susanna Chiocca
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Claudia Miccolo
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Paolo Bossi
- Medical Oncology, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health University of Brescia, ASST-Spedali Civili, Brescia, Italy
| | | | | | - Roberta Palorini
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Milan, Italy
| | - Federica Faciotti
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Federica Bellerba
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Costantino Jemos
- Department of Clinical Pharmacy, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Emanuela Omodeo Salé
- Department of Clinical Pharmacy, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Aurora Gaeta
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Barbara Zerbato
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Milan, Italy
| | - Patrizia Gnagnarella
- Division of Epidemiology and Biostatistics, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Sara Gandini
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| |
Collapse
|
49
|
Kan A, Türe M, Akın A, Yılmaz K, Sürücü M, Ünal E, Şen V, Üzel VH. The Effect of Vitamin D Levels in Multisystem Inflammatory Syndrome in Children. J PEDIAT INF DIS-GER 2022. [DOI: 10.1055/s-0042-1749372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Abstract
Objective Multiple factors being overweight, asthmatic, or being of Asian or black ethnic origins have been reported vis-à-vis the “multisystem inflammatory syndrome in children” (MIS-C). There is an association between these conditions and vitamin D deficiency, which explains why MIS-C is more common in these patients. In the present study, we attempted to retrospective evaluate the 25-hydroxy vitamin D levels of patients with MIS-C, its association with acute phase reactants, its treatment, and clinical status.
Methods Patients aged between 1.5 months to 18 years with MIS-C were included in the study. All of the laboratory parameters, treatment, and response to the treatment were evaluated retrospectively. Two groups were formed. Patients had 25‐hydroxycholecalciferol D vitamin < 20 ng/mL in group 1 and ≥ 20 ng/mL in group 2.
Results A total of 52 patients were included in the study. There was no statistical difference between groups in terms of acceptance of the intensive care unit treatment (p = 0.29) and response to the first-line treatment (p = 0.56). A lower median lymphocyte count (p = 0.01) and a higher median C-reactive protein (p = 0.04) and procalcitonin (p = 0.01) with N-terminal pro-B-type natriuretic peptide (p = 0.025) values were found in group 1.
Conclusion Vitamin D deficiency was associated with an increased inflammatory response in children with MIS-C. More studies are required to determine the potential impact of vitamin D deficiency on the clinical outcome of MIS-C.
Collapse
Affiliation(s)
- Ahmet Kan
- Department of Pediatric Allergy and Immunology, Dicle University Faculty of Medicine, Dicle University, Diyarbakır, Turkey
| | - Mehmet Türe
- Department of Pediatric Cardiology, Dicle University Faculty of Medicine, Dicle University, Diyarbakır, Turkey
| | - Alper Akın
- Department of Pediatric Cardiology, Dicle University Faculty of Medicine, Dicle University, Diyarbakır, Turkey
| | - Kamil Yılmaz
- Department of Pediatrics, Dicle University Faculty of Medicine, Dicle University, Diyarbakır, Turkey
| | - Mehmet Sürücü
- Department of Pediatrics, Dicle University Faculty of Medicine, Dicle University, Diyarbakır, Turkey
| | - Edip Ünal
- Department of Pediatric Endocrinology, Dicle University Faculty of Medicine, Dicle University, Diyarbakır, Turkey
| | - Velat Şen
- Department of Pediatric Pulmonology, Dicle University Faculty of Medicine, Dicle University, Diyarbakır, Turkey
| | - Veysiye Hülya Üzel
- Department of Pediatric Hematology, Dicle University Faculty of Medicine, Dicle University, Diyarbakır, Turkey
| |
Collapse
|
50
|
Pham H. Analyzing the relationship between the vitamin D deficiency and COVID-19 mortality rate and modeling the time-delay interactions between body's immune healthy cells, infected cells, and virus particles with the effect of vitamin D levels. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2022; 19:8975-9004. [PMID: 35942745 DOI: 10.3934/mbe.2022417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
This paper presents some recent views on the aspects of vitamin D levels in relation to the COVID-19 infections and analyzes the relationship between the prevalence rates of vitamin D deficiency and COVID-19 death rates per million of various countries in Europe and Asia using the data from the PubMed database. The paper also discusses a new mathematical model of time-delay interactions between the body's immune healthy cells, infected cells, and virus particles with the effect of vitamin D levels. The model can be used to monitor the timely progression of healthy immune cells with the effects of the levels of vitamin D and probiotics supplement. It also can help to predict when the infected cells and virus particles free state can ever be reached as time progresses. The consideration of the time delay in the modeling due to effects of the infected cells or virus particles and the growth of healthy cells is also an important factor that can significantly change the outcomes of the body's immune cells as well as the infections.
Collapse
Affiliation(s)
- Hoang Pham
- Department of Industrial and Systems Engineering, Rutgers University, Piscataway, New Jersey 08854, USA
| |
Collapse
|