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Escarcega RD, M J VK, Kyriakopoulos VE, Ortiz GJ, Gusdon AM, Fan H, Peesh P, Blasco Conesa MP, Colpo GD, Ahnstedt HW, Couture L, Kim SH, Hinojosa M, Farrell CM, Marrelli SP, Urayama A, Ganesh BP, Schulz PE, McCullough LD, Tsvetkov AS. Serum metabolome profiling in patients with mild cognitive impairment reveals sex differences in lipid metabolism. Neurobiol Dis 2025; 204:106747. [PMID: 39617329 DOI: 10.1016/j.nbd.2024.106747] [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: 06/16/2024] [Revised: 11/20/2024] [Accepted: 11/21/2024] [Indexed: 12/10/2024] Open
Abstract
Alzheimer's disease (AD) affects more women than men. Although women live longer than men, it is not longevity alone, but other factors, including metabolic changes, that contribute to the higher risk of AD in women. Metabolic pathways have been implicated in AD progression, but studies to date examined targeted pathways, leaving many metabolites unmeasured. Sex is often a neglected biological variable, and most metabolomic studies were not designed to investigate sex differences in metabolomic profiles. Here, we performed untargeted metabolomic profiling of sera from male and female patients with mild cognitive impairment (MCI), a common precursor to AD, and matched controls. We discovered significant metabolic changes in individuals with MCI, and found several pathways that were strongly associated with sex. Peptide energy metabolism demonstrated sexual dimorphism. Lipid pathways exhibited the strongest differences between female and male MCI patients, including specific phosphatidylcholine lipids, lysophospholipids, long-chain fatty acids, and monoacylglycerols. 1-palmitoleoyl glycerol and 1-arachidonoyl glycerol were higher in female MCI subjects than in male MCI subjects with no differences between control males and females. Conversely, specific dicarboxylic fatty acids were lower in female MCI subjects than male MCI subjects. In cultured astrocytes, 1-arachidonoyl glycerol promoted phosphorylation of the transcriptional regulator sphingosine kinase 2, which was inhibited by the transient receptor potential vanilloid 1 receptor antagonists, as well as chromatin remodelling. Overall, we identified novel sex-specific metabolites in MCI patients that could serve as biomarkers of MCI in both sexes, help further define AD etiology, and reveal new potential prevention strategies for AD.
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Affiliation(s)
- Rocio Diaz Escarcega
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Vijay Kumar M J
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Vasilia E Kyriakopoulos
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Guadalupe J Ortiz
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Aaron M Gusdon
- Department of Neurosurgery, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Huihui Fan
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Pedram Peesh
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Maria P Blasco Conesa
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Gabriela Delevati Colpo
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Hilda W Ahnstedt
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Lucy Couture
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Stella H Kim
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA; The University of Texas Graduate School of Biomedical Sciences, Houston, TX, USA
| | - Miriam Hinojosa
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Christine M Farrell
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Sean P Marrelli
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Akihiko Urayama
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Bhanu P Ganesh
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Paul E Schulz
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Louise D McCullough
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA; The University of Texas Graduate School of Biomedical Sciences, Houston, TX, USA
| | - Andrey S Tsvetkov
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA; The University of Texas Graduate School of Biomedical Sciences, Houston, TX, USA; UTHealth Consortium on Aging, the University of Texas McGovern Medical School, Houston, TX, USA.
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Escarcega RD, Vijay Kumar MJ, Kyriakopoulos VE, Ortiz GJ, Gusdon AM, Fan H, Peesh P, Conesa MPB, Colpo GD, Ahnstedt HW, Couture L, Kim SH, Hinojosa M, Farrell CM, Marrelli SP, Urayama A, Ganesh BP, Schulz PE, McCullough LD, Tsvetkov AS. Serum metabolome profiling in patients with mild cognitive impairment reveals sex differences in lipid metabolism. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.11.623108. [PMID: 39605322 PMCID: PMC11601308 DOI: 10.1101/2024.11.11.623108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Alzheimer's disease (AD) affects more women than men. Although women live longer than men, it is not longevity alone, but other factors, including metabolic changes, that contribute to the higher risk of AD in women. Metabolic pathways have been implicated in AD progression, but studies to date examined targeted pathways, leaving many metabolites unmeasured. Sex is often a neglected biological variable, and most metabolomic studies were not designed to investigate sex differences in metabolomic profiles. Here, we performed untargeted metabolomic profiling of sera from male and female patients with mild cognitive impairment (MCI), a common precursor to AD, and matched controls. We discovered significant metabolic changes in individuals with MCI, and found several pathways that were strongly associated with sex. Peptide energy metabolism demonstrated sexual dimorphism. Lipid pathways exhibited the strongest differences between female and male MCI patients, including specific phosphatidylcholine lipids, lysophospholipids, long-chain fatty acids, and monoacylglycerols. 1-palmitoleoyl glycerol and 1-arachidonoyl glycerol were higher in female MCI subjects than in male MCI subjects with no differences between control males and females. Conversely, specific dicarboxylic fatty acids were lower in female MCI subjects than male MCI subjects. In cultured astrocytes, 1-arachidonoyl glycerol promoted phosphorylation of the transcriptional regulator sphingosine kinase 2, which was inhibited by the transient receptor potential vanilloid 1 receptor antagonists, as well as chromatin remodelling. Overall, we identified novel sex-specific metabolites in MCI patients that could serve as biomarkers of MCI in both sexes, help further define AD etiology, and reveal new potential prevention strategies for AD.
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Affiliation(s)
- Rocio Diaz Escarcega
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - M. J. Vijay Kumar
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | | | - Guadalupe J. Ortiz
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Aaron M. Gusdon
- Department of Neurosurgery, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Huihui Fan
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Pedram Peesh
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Maria P. Blasco Conesa
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Gabriela Delevati Colpo
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Hilda W. Ahnstedt
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Lucy Couture
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Stella H. Kim
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
- The University of Texas Graduate School of Biomedical Sciences, Houston, TX, USA
| | - Miriam Hinojosa
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Christine M. Farrell
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Sean P. Marrelli
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Akihiko Urayama
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Bhanu P. Ganesh
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Paul E. Schulz
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
| | - Louise D. McCullough
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
- The University of Texas Graduate School of Biomedical Sciences, Houston, TX, USA
| | - Andrey S. Tsvetkov
- Department of Neurology, the University of Texas McGovern Medical School at Houston, TX, USA
- The University of Texas Graduate School of Biomedical Sciences, Houston, TX, USA
- UTHealth Consortium on Aging, the University of Texas McGovern Medical School, Houston, TX, USA
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Bucher ML, Anderson FL, Lai Y, Dicent J, Miller GW, Zota AR. Exposomics as a tool to investigate differences in health and disease by sex and gender. EXPOSOME 2023; 3:osad003. [PMID: 37122372 PMCID: PMC10125831 DOI: 10.1093/exposome/osad003] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 03/07/2023] [Accepted: 03/10/2023] [Indexed: 05/02/2023]
Abstract
The health and disease of an individual is mediated by their genetics, a lifetime of environmental exposures, and interactions between the two. Genetic or biological sex, including chromosome composition and hormone expression, may influence both the types and frequency of environmental exposures an individual experiences, as well as the biological responses an individual has to those exposures. Gender identity, which can be associated with social behaviors such as expressions of self, may also mediate the types and frequency of exposures an individual experiences. Recent advances in exposome-level analysis have progressed our understanding of how environmental factors affect health outcomes; however, the relationship between environmental exposures and sex- and gender-specific health remains underexplored. The comprehensive, non-targeted, and unbiased nature of exposomic research provides a unique opportunity to systematically evaluate how environmental exposures interact with biological sex and gender identity to influence health. In this forward-looking narrative review, we provide examples of how biological sex and gender identity influence environmental exposures, discuss how environmental factors may interact with biological processes, and highlight how an intersectional approach to exposomics can provide critical insights for sex- and gender-specific health sciences.
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Affiliation(s)
- Meghan L Bucher
- Department of Environmental Health Sciences, Mailman School of Public Health at Columbia University, New York, NY, USA
| | - Faith L Anderson
- Department of Environmental Health Sciences, Mailman School of Public Health at Columbia University, New York, NY, USA
| | - Yunjia Lai
- Department of Environmental Health Sciences, Mailman School of Public Health at Columbia University, New York, NY, USA
| | - Jocelyn Dicent
- Department of Environmental Health Sciences, Mailman School of Public Health at Columbia University, New York, NY, USA
| | - Gary W Miller
- Department of Environmental Health Sciences, Mailman School of Public Health at Columbia University, New York, NY, USA
| | - Ami R Zota
- Department of Environmental Health Sciences, Mailman School of Public Health at Columbia University, New York, NY, USA
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Jeong S, Kim HJ, Han HW. Sex-separated NAFLD/NASH Scores May Improve Predictive Performance. Clin Gastroenterol Hepatol 2023; 21:855-856. [PMID: 35623590 DOI: 10.1016/j.cgh.2022.04.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 04/28/2022] [Indexed: 02/07/2023]
Affiliation(s)
- Seogsong Jeong
- Department of Biomedical Informatics, CHA University School of Medicine, CHA University, Seongnam, Korea
| | - Hye Jun Kim
- Department of Biomedical Informatics, CHA University School of Medicine, CHA University, Seongnam, Korea
| | - Hyun Wook Han
- Department of Biomedical Informatics, CHA University School of Medicine, CHA University, Seongnam, Korea
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Sigurdsson MI, Kobayashi H, Amrein K, Nakahira K, Rogers AJ, Pinilla-Vera M, Baron RM, Fredenburgh LE, Lasky-Su JA, Christopher KB. Circulating N-formylmethionine and metabolic shift in critical illness: a multicohort metabolomics study. Crit Care 2022; 26:321. [PMID: 36261854 PMCID: PMC9580206 DOI: 10.1186/s13054-022-04174-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Accepted: 09/20/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Cell stress promotes degradation of mitochondria which release danger-associated molecular patterns that are catabolized to N-formylmethionine. We hypothesized that in critically ill adults, the response to N-formylmethionine is associated with increases in metabolomic shift-related metabolites and increases in 28-day mortality. METHODS We performed metabolomics analyses on plasma from the 428-subject Correction of Vitamin D Deficiency in Critically Ill Patients trial (VITdAL-ICU) cohort and the 90-subject Brigham and Women's Hospital Registry of Critical Illness (RoCI) cohort. In the VITdAL-ICU cohort, we analyzed 983 metabolites at Intensive Care Unit (ICU) admission, day 3, and 7. In the RoCI cohort, we analyzed 411 metabolites at ICU admission. The association between N-formylmethionine and mortality was determined by adjusted logistic regression. The relationship between individual metabolites and N-formylmethionine abundance was assessed with false discovery rate correction via linear regression, linear mixed-effects, and Gaussian graphical models. RESULTS Patients with the top quartile of N-formylmethionine abundance at ICU admission had a significantly higher adjusted odds of 28-day mortality in the VITdAL-ICU (OR, 2.4; 95%CI 1.5-4.0; P = 0.001) and RoCI cohorts (OR, 5.1; 95%CI 1.4-18.7; P = 0.015). Adjusted linear regression shows that with increases in N-formylmethionine abundance at ICU admission, 55 metabolites have significant differences common to both the VITdAL-ICU and RoCI cohorts. With increased N-formylmethionine abundance, both cohorts had elevations in individual short-chain acylcarnitine, branched chain amino acid, kynurenine pathway, and pentose phosphate pathway metabolites. CONCLUSIONS The results indicate that circulating N-formylmethionine promotes a metabolic shift with heightened mortality that involves incomplete mitochondrial fatty acid oxidation, increased branched chain amino acid metabolism, and activation of the pentose phosphate pathway.
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Affiliation(s)
- Martin Ingi Sigurdsson
- Anesthesiology and Critical Care Medicine, Landspitali University Hospital, University of Iceland, Hringbraut 101, 101, Reykjavík, Iceland
- Faculty of Medicine, University of Iceland, Vatnsmyrarvegur 16, 101, Reykjavik, Iceland
| | - Hirotada Kobayashi
- Division of Renal Medicine, Brigham and Women's Hospital, 75 Francis Street, Boston, 02115, USA
| | - Karin Amrein
- Division of Endocrinology and Diabetology, Medical University of Graz, Auenbruggerplatz 15, 8036, Graz, Austria
| | - Kiichi Nakahira
- Nara Medical University, 840 Shijocho, Kashihara, Nara, 634-8521, Japan
- Weill Cornell Medicine, 1300 York Avenue, New York, 10065, USA
| | - Angela J Rogers
- Stanford University Medical Center, 300 Pasteur Dr. H3143, Stanford, 94305, USA
| | - Mayra Pinilla-Vera
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, 75 Francis Street, Boston, 02115, USA
| | - Rebecca M Baron
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, 75 Francis Street, Boston, 02115, USA
| | - Laura E Fredenburgh
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, 75 Francis Street, Boston, 02115, USA
| | - Jessica A Lasky-Su
- Channing Division of Network Medicine, Brigham and Women's Hospital, 181 Longwood Avenue, Boston, 02115, USA
| | - Kenneth B Christopher
- Division of Renal Medicine, Brigham and Women's Hospital, 75 Francis Street, Boston, 02115, USA.
- Channing Division of Network Medicine, Brigham and Women's Hospital, 181 Longwood Avenue, Boston, 02115, USA.
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Chary S, Amrein K, Mahmoud SH, Lasky-Su JA, Christopher KB. Sex-Specific Catabolic Metabolism Alterations in the Critically Ill following High Dose Vitamin D. Metabolites 2022; 12:metabo12030207. [PMID: 35323650 PMCID: PMC8953844 DOI: 10.3390/metabo12030207] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 02/18/2022] [Accepted: 02/24/2022] [Indexed: 02/07/2023] Open
Abstract
Pharmacological interventions are essential for the treatment and management of critical illness. Although women comprise a large proportion of the critically ill, sex-specific pharmacological properties are poorly described in critical care. The sex-specific effects of vitamin D3 treatment in the critically ill are not known. Therefore, we performed a metabolomics cohort study with 1215 plasma samples from 428 patients from the VITdAL-ICU trial to study sex-specific differences in the metabolic response to critical illness following high-dose oral vitamin D3 intervention. In women, despite the dose of vitamin D3 being higher, pharmacokinetics demonstrated a lower extent of vitamin D3 absorption compared to men. Metabolic response to high-dose oral vitamin D3 is sex-specific. Sex-stratified individual metabolite associations with elevations in 25(OH)D following intervention showed female-specific positive associations in long-chain acylcarnitines and male-specific positive associations in free fatty acids. In subjects who responded to vitamin D3 intervention, significant negative associations were observed in short-chain acylcarnitines and branched chain amino acid metabolites in women as compared to men. Acylcarnitines and branched chain amino acids are reflective of fatty acid B oxidation, and bioenergesis may represent notable metabolic signatures of the sex-specific response to vitamin D. Demonstrating sex-specific pharmacometabolomics differences following intervention is an important movement towards the understanding of personalized medicine.
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Affiliation(s)
| | - Karin Amrein
- Division of Endocrinology and Diabetology, Medical University of Graz, 8036 Graz, Austria;
| | - Sherif H. Mahmoud
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 2R3, Canada;
| | - Jessica A. Lasky-Su
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA;
| | - Kenneth B. Christopher
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA;
- Division of Renal Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
- Correspondence:
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Kobayashi H, Amrein K, Lasky-Su JA, Christopher KB. Procalcitonin metabolomics in the critically ill reveal relationships between inflammation intensity and energy utilization pathways. Sci Rep 2021; 11:23194. [PMID: 34853395 PMCID: PMC8636627 DOI: 10.1038/s41598-021-02679-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2021] [Accepted: 10/01/2021] [Indexed: 12/15/2022] Open
Abstract
Procalcitonin is a biomarker of systemic inflammation and may have importance in the immune response. The metabolic response to elevated procalcitonin in critical illness is not known. The response to inflammation is vitally important to understanding metabolism alterations during extreme stress. Our aim was to determine if patients with elevated procalcitonin have differences in the metabolomic response to early critical illness. We performed a metabolomics study of the VITdAL-ICU trial where subjects received high dose vitamin D3 or placebo. Mixed-effects modeling was used to study changes in metabolites over time relative to procalcitonin levels adjusted for age, Simplified Acute Physiology Score II, admission diagnosis, day 0 25-hydroxyvitamin D level, and the 25-hydroxyvitamin D response to intervention. With elevated procalcitonin, multiple members of the short and medium chain acylcarnitine, dicarboxylate fatty acid, branched-chain amino acid, and pentose phosphate pathway metabolite classes had significantly positive false discovery rate corrected associations. Further, multiple long chain acylcarnitines and lysophosphatidylcholines had significantly negative false discovery rate corrected associations with elevated procalcitonin. Gaussian graphical model analysis revealed functional modules specific to elevated procalcitonin. Our findings show that metabolite differences exist with increased procalcitonin indicating activation of branched chain amino acid dehydrogenase and a metabolic shift.
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Affiliation(s)
- Hirotada Kobayashi
- Division of Renal Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - Karin Amrein
- Division of Endocrinology and Diabetology, Medical University of Graz, Graz, Austria
| | - Jessica A Lasky-Su
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, USA
| | - Kenneth B Christopher
- Division of Renal Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital, 75 Francis Street, Boston, MA, 02115, USA.
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Abstract
PURPOSE OF REVIEW To summarize the recent evidence on the role of vitamin D deficiency in critically ill patients and emerging data claiming a role of vitamin D in COVID-19. RECENT FINDINGS Vitamin D is a strong predictor for worse outcomes in critically ill patients, and as well in COVID-19. The vitamin D content in typical nutrition regimes is lower than what is recommended for the general population. Although its supplementation has been shown to reduce respiratory tract infections, asthma exacerbations and mortality risk in noncritically ill patients, its role in the acute setting is not yet clear. Several small intervention trials have shown interesting results in COVID-19, and larger studies are ongoing. SUMMARY Although research on this topic is still ongoing, it appears reasonable to recommend at least the standard vitamin dose for the healthy population (600--800 IU of native vitamin D3). Many questions remain on the actual role, the best metabolite, regime, and so forth. However, the role for vitamin D in bone health is clear. Elderly ICU survivors have a high risk for osteoporosis/fractures, so at least in this population, an optimal vitamin D status should be targeted.
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