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Association between vitamin D deficiency and mortality in critically ill adult patients: a meta-analysis of cohort studies
Critical Care volume 18, Article number: 684 (2014)
Vitamin D deficiency is common in critically ill patients, and was reported to be associated with adverse outcomes. However, the effect of vitamin D deficiency on mortality in critically ill patients remains unclear.
We searched PubMed and EMBASE from the inception to July 2014 for cohort studies to assess the effect of vitamin D deficiency on the incidence of mortality in critically ill patients. Mortality-specific odds ratio (OR) with 95% confidence interval (CI) were pooled with a random- or fixed-effect models when appropriate.
Seven cohort studies with a total of 4,204 participants including 1,679 cases of vitamin D deficiency were included in this meta-analysis. Vitamin D deficiency was significantly associated with an increased hospital mortality (OR 1.76; 95% CI, 1.38 to 2.24; P <0.001), with very low heterogeneity (I 2 = 2.3%; P = 0.402). The finding of increased hospital mortality in critically ill adult patients was consistently found in every stratum of our subgroup analyses.
This meta-analysis suggests that vitamin D deficiency is associated with increased incidence of hospital mortality in critically ill adult patients.
Vitamin D is a group of fat-soluble vitamins that play a significant role in the regulation of bone metabolism , it also plays a major role in extra-skeletal metabolic processes, such as glucose metabolism, and in many aspects of cellular functions ,. Vitamin D deficiency is associated with various disorders such as diabetes, infections, myocardial infarction, autoimmune disease, chronic obstructive pulmonary disease, tuberculosis, and excess mortality in the general population . The incidence of vitamin D deficiency has been reported to range from 26% to 82% in critically ill patients ,, and mounting evidence indicates that vitamin D deficiency is associated with adverse outcomes such as increased infection rates, prolonged length of ICU stay , higher in-hospital mortality , and increased health care costs . However, Ralph et al.  did not observe an association between low levels of vitamin D and increased risk of mortality in critically ill patients, but they did find that patients with above physiological vitamin D levels had higher mortality and illness severity scores.
At present, the effect of vitamin D deficiency on outcomes such as mortality and morbidity in critically ill patients is not clear. We conducted a meta-analysis of seven cohort studies to investigate the effect of vitamin D deficiency on clinical outcomes such as hospital mortality, ICU mortality and length of ICU stay in critically ill adult patients.
Materials and methods
The search was carried out in keeping with the statement of meta-analysis of observational studies in epidemiology (MOOSE) . Without language restrictions, the literature from the inception to July 2014 was searched in PubMed and EMBASE. The following search terms were used: ‘Vitamin Dʼ, ‘cholecalciferolʼ, ‘hydroxycholecalciferolsʼ, ‘ergocalciferolʼ, ‘25-hydroxyvitamin D2ʼ, ‘dihydrotachysterolʼ, ‘critical illʼ and ‘critically illʼ. Furthermore, we reviewed the reference lists in the retrieved articles and recent reviews to identify other potential relevant studies.
A published study was included if it: 1) was a cohort design; 2) explored the effect of vitamin D deficiency on mortality in the critically ill adult patients; 3) reported the adjusted effect size and its 95% CI. In the case of duplicate publication, we only included studies that were the most informative and complete.
Data extraction and quality assessment
The following information was abstracted from all the included studies by using a standardized data collection form: study name (together with the first author’s name and publication year), study design, country, population characteristics, number of patients, number of vitamin D deficiency cases, gender composition in patients, mean age of the patients, severity of illness by simplified acute physiology score (SAPS) or acute physiology and chronic health evaluation (APACHE) score, definition of vitamin D deficiency, major clinical outcomes, and quantity score. We also checked the supplementary files, and contacted the authors for more detailed information where necessary.
We assessed the authenticity and quality of the included studies by Newcastle-Ottawa scales (NOS) , in which a study was judged on three broad perspectives consisting of eight items. We assigned risk-of-bias categories in accordance with the number of adequate items of NOS that were judged in each study: assessing the following categories: low risk of bias (six to eigt adequate items), medium risk of bias (four to five adequate items), high risk of bias (fewer than four adequate items), very high risk of bias (no description of methods). Two investigators (YP Zhang and YD Wan) carried out the literature search, study selection, data extraction and quality assessment independently. Any discrepancies were resolved by consensus.
To compute a summary odds ratio (OR), we used the adjusted OR and its 95% CI in all analyses. The hazard ratio (HR) was considered as the OR directly. The heterogeneity test was conducted using the Cochran Q-statistic at the P <0.10 level of significance. We also quantified the I 2 statistic, which describes the inconsistency due to the heterogeneity across studies -. An I 2 value >50% indicates significant heterogeneity. The appropriate pooling method was decided according to the value of the I 2 statistic: fixed-effects models for I 2 < 50% and random-effects models for I 2 ≥ 50% -. Prespecified subgroup analyses were performed according to minimum serum 25-hydroxyvitamin D (25(OH)D) level as the threshold to define vitamin D deficiency (20 ng/ml, 15 ng/ml, 12 ng/ml, 10 ng/ml) to examine the influence of this clinical factor on the overall risk estimation. We also conducted a sensitivity analysis by changing the pooling model (fixed-effects model or random-effects model) and using the one-study-out method and applying various exclusion criteria to test the robustness of the pooled estimate. Potential publication bias was assessed by the Egger linear regression test . P <0.05 was considered to be representative of a significant statistical publication bias, except where otherwise specified. All statistical analyses were performed by using STATA, version 11.0 (Stata Corp).
Study selection and study characteristics
Our initial search yielded 98 potentially relevant publications, 3 of which were excluded for duplicate publications. We excluded 62 studies based on title and abstract review. After reviewing the full text of the remaining 33 studies, we identified 7 cohort studies in this present meta-analysis ,-. The reasons for excluding studies in the final review included: reviews and editorial articles, small sample size (n <100), not relevant to our analysis, and studies not reporting adjusted ORs of risk estimates and the 95% CI (see the detail in Figure 1).
The main characteristics of the seven studies included in this meta-analysis are shown in Table 1. In total, 4,204 participants including 1,679 cases of vitamin D deficiency were enrolled in this meta-analysis. The study-design types were as follows: single-center studies (n = 4 ,,,), multicenter studies (n = 3 ,,), retrospective studies (n = 3 ,,), and prospective studies (n = 4 -). Six studies presented outcome of hospital mortality ,,,-, and only two studies presented outcome of ICU mortality ,. As for length of ICU stay, one study provided data expressed as mean ± SD , two studies did not report it ,, and the remaining four described the data as median ,,,. Every single study was matched or adjusted for a wide range of potential confounders. There is no consistent definition of vitamin D deficiency between included studies. The average NOS score of the included studies was 6.6 (range from 6 to 7). An additional table file shows this in more detail (Additional file 1).
Combined by the fixed-effects model, the multivariable-adjusted OR for hospital mortality and ICU mortality for each study is shown in Figures 2 and 3, respectively. Results from six studies showed that vitamin D deficiency is associated with an increased risk of hospital mortality (OR 1.76; 95% CI, 1.38, 2.24; P <0. 001), with very low heterogeneity among the studies (I 2 = 2.3%; P = 0.402). For ICU mortality, there was not enough evidence to conclude that vitamin D deficiency was not associated with increased incidence of ICU mortality in critically ill adult patients (OR 1.43; 95% CI, 0.76, 2.70; P = 0.271). The data for length of ICU stay for every individual study are presented in Table 2.
Subgroup and sensitivity analyses
Table 3 shows the results of subgroup and sensitivity analyses. Definition of vitamin D deficiency varies between studies, which may impact the overall estimates. We therefore stratified mortality rates across different studies based on vitamin D thresholds as a continuum, and the finding of increased incidence of hospital mortality in critically ill adult patients was consistently found in each stratum. Our sensitivity analyses suggested that the overall estimates were not materially altered by changing pooling models (fixed-effects model: OR 1.76; 95% CI, 1.38, 2.24 and random-effects model: OR 1.76; 95% CI, 1.37, 2.26), and also did not materially alter when any single study was removed in turn, with a range from 1.67 (95% CI, 1.30, 2.15) to 1.82 (95% CI, 1.42, 2.34).
Publication bias was assessed, but the low power with only seven studies limited the interpretability of the finding.
To the best of our knowledge, this is the first meta-analysis to explore the effect of vitamin D deficiency on mortality in critically ill adult patients. This study suggests that vitamin D deficiency is associated with increased hospital mortality in critically ill adult patients. The effect of vitamin D deficiency was observed in every stratum of our subgroup analyses. In addition, a relatively small number of samples (only two studies ,) provided data on ICU mortality, and the final estimate showed there was not enough evidence to conclude that vitamin D deficiency was not associated with increased incidence of ICU mortality in critically ill adult patients (OR 1.43; 95% CI, 0.76, 2.70; P = 0.271).
Although vitamin D deficiency may increase the incidence of hospital mortality in the critically ill adult patients, the reason remains unclear and can be explained by several different mechanisms. First, a range of biological responses involving immune system functions and processes in cellular growth, proliferation, and apoptosis may be influenced by vitamin D ,. Vitamin D regulates the expression of the antimicrobial peptides cathelicidin (LL-37) and β-defensin, both of which have functional effectors within the immune system ,. Cathelicidin can fight against a broad spectrum of infectious agents, including Gram-negative and -positive bacteria, as well as fungi . Second, as vitamin D is a known link between toll-like receptors (TLR) activation and innate immunity , and vitamin D receptors are expressed in T cells , activated B cells , and dendritic cells , vitamin D deficiency may increase the risk of inflammation and sepsis in the critically ill by the suppression of immune reactivity and stimulatory effects on innate immunity -. Third, vitamin D has also been found to downregulate proinflammatory cytokines such as interferon-γ, tumor necrosis factor-α, and IL-1, IL-2, IL-6, IL-8, IL-12, as well as T helper 1 cells and B cells in the adaptive immune system ,. At the same time, vitamin D upregulates anti-inflammatory cytokines, such as IL-4, IL-5 and IL-10. It promotes the expression of T-regulatory cells, which turn off the adaptive immune response . These studies suggest that vitamin D deficiency disturb the innate immunity system and compromises the ability of critically ill patients to downregulate the adaptive immune response. In addition, the tissue requires more vitamin D in critically ill patients, and vitamin D deficiency may result in widespread tissue dysfunction . These effects may explain why increasing mortality results from systemic inflammatory response syndrome, organ failure and metabolic dysfunction in critically ill patients.
Our findings may have several implications. As vitamin D deficiency impacts on mortality in critically ill patients, vitamin D levels may be used to predict the outcomes in critically ill patients. Unlike markers such as C-reactive protein (CRP), procalcitonin, D-dimer and leucocyte counts, which have been shown to predict disease severity in critically ill patients , vitamin D levels may not only predict disease severity and outcomes but also contribute to the comorbidities commonly seen in critically illness. Our meta-analysis may offer possibilities for therapeutic exploitation of vitamin D supplementation in critical illness. A recent randomized clinical trial by Amrein and colleagues  suggested that administration of high-dose vitamin D3 compared with placebo did not improve hospital length of stay and hospital mortality for vitamin D-deficient (≤20 ng/mL) patients who are critically ill. However, lower hospital mortality was observed in a subgroup of patients with severe vitamin D deficiency (≤12 ng/mL) . These findings should be interpreted with caution and researchers should probe further into the effect of vitamin D supplementation on adverse outcomes, as well as the assessment of its dosing efficacy and safety.
Strengths and limitations
The generalizability of our meta-analysis has been enhanced by its exhaustive search without language restrictions and by using the MOOSE guidelines as our systematic review methods. Also, we are able to enhance the precision of the risk estimates with our strict inclusive criteria. We included seven cohort studies with high quality, which minimized the likelihood of recall interviewer and selection biases that can be a concern in epidemiological studies. We did not find any significant heterogeneity between the studies included in our meta-analysis.
Several limitations should be acknowledged. First, some studies in this analysis did not utilize liquid chromatography-tandem mass spectrometry (LC-MS/MS) to determine 25(OH) D levels , which may potentially impact on the overall results. Second, vitamin D levels have seasonal variations, which have the highest mean values in August and the lowest mean levels in March . Only the study by Amrein and colleagues  took seasonal influence into account, so we could not adjust this factor. Third, most studies were conducted in some specific ICUs, such as surgical ICU or medical ICU, which may not represent all ICU patients. Fourth, the definition of vitamin D deficiency in critically ill patients remains inconsistent, and in our meta-analysis, different criteria of vitamin D definition was used among the studies.
This study showed that vitamin D deficiency is associated with increased hospital mortality in critically ill adult patients. However, there is not enough evidence to conclude that vitamin D deficiency is not associated with increased ICU mortality in critically ill adult patients, which requires more studies to probe this issue further in the future.
Vitamin D deficiency is associated with increased incidence of hospital mortality in critically ill adult patients
Current evidence about vitamin D deficiency and increased ICU mortality is still not sufficient to draw a firm conclusion
More studies should probe further into the effect on ICU mortality in critically ill adult patients
acute physiology and chronic health evaluation
liquid chromatography-tandem mass spectrometry
length of stay
meta-analysis of observational studies in epidemiology
simplified acute physiology score
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This study was supported by the National Natural Science Foundation of China (grant number 81370364), Innovative investigators project grant from the Health Bureau of Henan Province, Program Grant for Science & Technology Innovation Talents in Universities of Henan Province (2012HASTIT001), and Henan provincial science and technology achievement transformation project (122102310581), Henan province of medical scientific research project (201203027), China.
The authors declare that they have no competing interests.
YPZ conceived the study, participated in the design, collected the data, and drafted the manuscript. YDW collected the data, and performed statistical analyses. KQC helped to collect the data. YDW and TWS conceived the study, participated in the design, and helped to draft the manuscript. LXW edited and checked the manuscript. All authors read and approved the final manuscript.
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Zhang, Y., Wan, Y., Sun, T. et al. Association between vitamin D deficiency and mortality in critically ill adult patients: a meta-analysis of cohort studies. Crit Care 18, 684 (2014). https://doi.org/10.1186/s13054-014-0684-9
- Chronic Obstructive Pulmonary Disease
- Hospital Mortality
- Simplify Acute Physiology Score
- Increase Hospital Mortality
- Predict Disease Severity