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. 2018 Aug 21;97(35):e12179. doi: 10.1097/MD.0000000000012179

The association between vitamin D status and tuberculosis in children

A meta-analysis

Xiaoyun Gou a,b, Lingli Pan a,b, Fajuan Tang a,b, Hu Gao a,b, Dongqiong Xiao a,b,
Editor: Leyi Wang
PMCID: PMC6392646  PMID: 30170465

Supplemental Digital Content is available in the text

Keywords: active tuberculosis, children, tuberculosis, vitamin D deficiency

Abstract

Background:

Vitamin D deficiency (VDD) has been implicated in the pathogenesis of tuberculosis (TB), but most studies have not reported a significant association. We conducted a meta-analysis to explore the association between vitamin D status and TB in children.

Methods:

Web of Science, Ovid Medline, and EMBASE were searched for studies in English that discussed vitamin D status and TB in children before January 22, 2018.

Results:

From the 585 initially identified studies, we selected those that addressed an association between vitamin D status and TB according to our preselected inclusion criteria. Our meta-analysis included 10 studies. According to the random effects model, TB was significantly associated with VDD (ORs, 1.70; 95% CI, 1.20–2.42; P < .05) in children. Vitamin D levels were significantly lower in TB patients than in controls, with a mean difference d = −5.49 nmol/L (95% CI, −10.42 to −0.55; P < .05), indicating that VDD was significantly associated with TB (OR, 1.78; 95% CI, 1.30–2.44; P < .05) in children.

Conclusion:

This study suggests that vitamin D levels are significantly lower in children with TB/latent TB infection than in controls. TB may contribute to VDD in children. Therefore, VDD may be associated with TB in children.

1. Introduction

The definition of vitamin D deficiency (VDD) is inconsistent. Some studies define VDD as serum 25-hydroxyvitamin D3 (25(OH)D) levels less than 25 nmol/L (<10 ng/mL)[1] and vitamin D insufficiency as 25(OH)D levels between 25 and 50 nmol/L (10–20 ng/mL); however, other studies define VDD as 25(OH)D levels less than 50 nmol/L (<20 ng/mL) and vitamin D insufficiency as 25(OH)D levels between 50 and 75 nmol/L (20–30 ng/mL).[2,3] For humans, the sources of vitamin D are mainly sunlight exposure and vegetables.[4] VDD is highly prevalent worldwide[2] and leads to immune dysregulation and systemic inflammation.

The mechanisms underlying the association between VDD and tuberculosis (TB) may be as follows. Vitamin D is known to be essential for health and controls cell functions via vitamin D receptors (VDRs), which are present on myocytes, endothelial cells, and major immune cell types such as T and B lymphocytes, macrophages, dendritic cells, and neutrophils.[1,5,6] Vitamin D regulates the immune system by modulating both innate and adaptive immunity.[1] Various cytokines are expressed after the treatment of macrophages with 25(OH)D. Additionally, 2 antimicrobial peptides, cathelicidin and β-defensin, which stimulate autophagy in Mycobacterium tuberculosis, are expressed after exposure to vitamin D.[1] Matrix metalloproteinases (MMPs) are inactive in the pathogenesis of pulmonary cavitation, and the process is induced by reactive nitrogen and oxygen via vitamin D. VDD may affect immunity, leading to an increased incidence of TB and sepsis.[7] Williams et al found that VDD was common in children with active or latent TB, and sex, ethnicity, and TB status had no effect on vitamin D levels.[4]

TB, caused by M tuberculosis, is a leading health problem worldwide.[2] One-third of the world's population is considered to have latent TB infection (LTBI).[2] Several reports have shown an association between TB and malnutrition, demonstrating that multiple factors contribute to TB.[810] Additionally, malnutrition affects the immune system and thus increases the risk of developing TB. In recent years, some studies[1113] have performed meta-analyses of the association between TB and VDD. Zeng et al[11] showed that only 2/15 studies included in their meta-analysis included children. Most recent meta-analyses including patients of all ages did not present results for the subgroup of children.[13,14] The studies presumed that the association between VDD and TB in children is limited. In addition, the sample sizes of the studies were small, and many of the studies lacked sufficient power to evaluate the relationship between vitamin D level, vitamin D status, and TB. Therefore, we conducted this meta-analysis to overcome these limitations.

2. Methods

2.1. Retrieval of studies

This meta-analysis followed the Meta-Analysis of Observational Studies in Epidemiology (MOOSE) and the Preferred Reporting Items for systematic Reviews and Meta-Analyses (PRISMA) guidelines. The Ovid Medline, EMBASE, and Web of Science databases were searched through January 22, 2018. The search consisted of the following 3 terms: child, TB, and vitamin D. We used the medical subject heading (MeSH) terms and key words to search for the first and second terms, and we used “AND” to connect child with TB. We used vitamin D and the relevant key words to search for the third term. In addition, we used “AND” to connect the third term and the combination of the first 2 terms. For MeSH terms and search strategy, see supplementary data. We restricted the search to human studies published in English. The retrieved studies were screened by reading the titles and abstracts, and 2 authors (XG and LP) independently read the full texts of the remaining publications and then discussed disagreements to reach a consensus.

2.2. Study selection

The study inclusion criteria were as follows: the participants were children <18 years old whose vitamin D levels had been measured so that the association between their vitamin D status and any of the following 3 outcomes could be investigated: the difference in the concentration of 25(OH)D (reported by the mean and standard deviation [SD]) between patients with active TB/LTBI and controls, the incidence, prevalence, relative risk (RR) or odds ratio (OR) of VDD in children with active TB/LTBI and controls, and the incidence, prevalence, RR, or ORs of TB/LTBI in children with VDD and controls; the study defined VDD; the study described the assessment of exposure and outcomes and reported unadjusted and/or adjusted RR and corresponding 95% confidence intervals (CIs) or unadjusted and/or adjusted ORs and 95% CIs; and the study was published in English, and the study design was case–control, cohort, or cross-sectional.

The exclusion criteria were as follows: the participants of the study were adults; the study was a meta-analysis, review, or case report; the study was not published in English; the article described an animal study; a study included data that overlapped with the data of another study; and the study did not have usable data (e.g., the concentration of 25(OH)D was not reported as the mean and SD but as the median and interquartile range [IQR], the controls were not truly free from TB infection, and the second or third outcomes with ORs or RR were not directly or indirectly available from the study).

2.3. Data extraction

The data were independently extracted from the studies by 2 reviewers (XG and LP) and included the following standardized forms: author, publication year, country, study population, study design, sample size, and outcomes.

2.4. Quality evaluation

The 2 reviewers (XG and LP) independently used the Newcastle-Ottawa Scale[15] to examine all included studies for the methodological quality. The reviewers evaluated the quality score (with a maximum score of 9) in the following 3 domains: the study population selection, comparability, and evaluation of exposure and outcomes. The reviewers resolved disagreements as previously described.

2.5. Statistical analysis

The original included studies used the mean difference (MD) in 25(OH)D levels to evaluate the difference between the active TB/LTBI and control groups. We pooled the means and SDs of each study separately using the DerSimonian–Laird formula (random effects model).[16] In addition, the original included studies used ORs and/or RRs and 95% CIs to assess the association between VDD and TB among the subjects. Both ORs and RRs were considered to be ORs. All data of the included studies were converted into log(ORs) and standard error (SE). We pooled the log(ORs) and SEs of each study separately using the DerSimonian–Laird formula (random effects model).[16] Statistical heterogeneity[17] between studies was assessed using the Q and I2 statistics. Values of I2 > 50% and P < .1 indicated a high degree of heterogeneity.[18]

We used funnel plots[19] of SEs versus ORs to assess the publication bias and used Review Manager 5.3 software to perform the statistical tests.

3. Results

3.1. Literature search

We identified 585 potential studies including 103 from Ovid Medline, 204 from EMBASE, and 278 from Web of Science. After careful screening, 10 studies that reported the 25(OH)D levels or vitamin D status and presence of TB in children were included (see Fig. 1). These 10 included studies are summarized in Table 1.

Figure 1.

Figure 1

Flow chart for study selection.

Table 1.

Characteristics of the included studies.

3.1.

3.2. Characteristics and quality of the included studies

The included studies were published between 2012 and 2017. Four studies[2023] described the difference in 25(OH)D levels in children with TB and controls; two[21,23] of these studies calculated 25(OH)D levels in nmol/L, and two[20,22] calculated 25(OH)D levels in ng/mL. Four studies[2427] evaluated the association between the presence of any TB and VDD. One study[25] showed a significant association between the presence of any TB and VDD, while 2 studies[24,25] showed a significant association between the presence of active TB and VDD; however, 3 studies[24,26,27] showed a nonsignificant association between the presence of any TB and VDD. Four studies[22,23,28,29] showed that VDD contributes to TB.

4. Quantitative results (meta-analysis)

The meta-analysis was performed using a random effects model (Figs. 24). Figure 2 shows that the MD in 25(OH)D levels (nmol/L) in children with TB and controls was −5.49 (95% CI, −10.42 to −0.55, P < .05, I2 = 87%), and the level of 25(OH)D was lower in the active TB/LTBI group than in the control group. The MD in 25(OH)D levels (nmol/L) between children with active TB or LTBI and controls was −6.98 (95% CI, −13.97 to 0.01, P = .05, I2 = 81%) and −4.20 (95% CI, −11.99 to 3.60, P = .29), respectively. The pooled data demonstrated that active TB was significantly associated with VDD, with a pooled OR of 2.09 (95% CI, 1–4.38, P = .05, I2 = 57%) (Fig. 3). Additionally, the pooled data demonstrated that LTBI was significantly associated with VDD, with a pooled OR of 1.54 (95% CI, 1.12–2.10, P < .05, I2 = 0%) (Fig. 3). Furthermore, the pooled data demonstrated that VDD was significantly associated with TB, with a pooled OR of 1.78 (95% CI, 1.30–2.44, P < .05, I2 = 0%) (Fig. 4).

Figure 2.

Figure 2

Forest plot of the comparison of vitamin D levels (nmol/L) between the active TB/LTBI and control groups. LTBI = latent TB infection, TB = tuberculosis.

Figure 4.

Figure 4

Forest plot of pooled odds ratios for tuberculosis in the vitamin D-deficient and vitamin D-sufficient groups.

Figure 3.

Figure 3

Forest plot of pooled odds ratios for vitamin D deficiency in the active TB/LTBI and control groups. LTBI = latent TB infection, TB = tuberculosis.

4.1. Publication bias

Asymmetry and publication bias were evaluated by a funnel plot of the studies. The pooled results did not support the presence of significant publication bias (Supplementary Data).

5. Discussion

To the best of our knowledge, although several recent meta-analyses on TB have included children, none has reported the association between vitamin D status and TB/LTBI in children. This meta-analysis, which included 10 studies, provides evidence that vitamin D levels are significantly lower in children with TB/LTBI than in controls. TB/LTBI significantly contributed to VDD in children. Therefore, VDD was significantly associated with TB in children.

VDD might contribute to TB in children through multiple pathways. A growing body of evidence[2,30] suggest that VDD affects immunity; it is possible that a low level of vitamin D may contribute to M tuberculosis infection by increasing chemokine production, activating dendritic cells, and altering T cell activation.[11] Children with VDD in developing countries have a greater risk for developing TB.[2] A recent meta-analysis[13] showed that VDD in adults and children was associated with TB, with a pooled OR of 2.57 (95% CI, 1.74–3.80). However, the results of the studies focusing on the relationship between TB and VDD in children were inconsistent. Ludmir et al[27] evaluated the relationship between active TB and VDD and identified an OR of 1.25 (95% CI, 0.41–3.86); however, Venturini et al[25] demonstrated an association between TB and VDD, with an OR of 1.61 (95% CI, 1.09–2.39). Differences between studies may also be explained by interindividual differences due to VDR polymorphisms. The results of our meta-analysis showed that lower vitamin D levels were observed in children with TB than in controls. The definition of VDD varied from a 25(OH)D level <50 nmol/L (20 ng/mL) to <75 nmol/L (30 ng/mL) or <10 ng/mL, which may have contributed to the heterogeneity in the meta-analysis results. A consensus definition of VDD in children is thus required in future studies.

To better understand the relationship between TB and VDD in children, some studies have evaluated the association between active TB/LTBI and VDD. This meta-analysis demonstrated that the risk of developing VDD was prevalent in children with active TB and LTBI, with an OR of 1.70 (95% CI, 1.2–2.42). Furthermore, the results of this meta-analysis suggest that active TB increases the risk of VDD in children. Nevertheless, the analyzed studies did not include strict criteria for active TB, which may have led to an overdiagnosis of active TB and contributed to the heterogeneity among the studies.

Additionally, we found a significant association between VDD and active TB/LTBI. We found that VDD increased the risk of TB and that TB increased the risk of VDD. The lower level of 25(OH)D in children with active TB than in controls may be explained by poor nutrition or VDR polymorphisms. TB increases the risk of VDD via malnutrition, limited vitamin D absorption, limited sun exposure, immune dysregulation, and VDR polymorphism.[1,28] Furthermore, the definition of VDD varied among studies, which may have contributed to the observed heterogeneity. Therefore, a consistent definition of VDD is required.

Other factors may interact with TB via pathogenetic pathways leading to VDD in children. Although the included studies controlled for some confounding variables, many other factors that contribute to VDD in children could not be excluded. For example, HIV-infected subjects and malnourished subjects are more susceptible to active TB/LTBI[26,28] due to immune dysregulation. Jubulis et al[26] and Gupta et al[28] found that HIV status was a significant predictor of TB.

Similarly, some factors may interact with VDD via pathogenetic pathways to cause TB in children. Although the included studies controlled for some confounding variables, many other factors that contribute to TB in children could not be excluded.

Our meta-analysis has some limitations. First, we included only articles published in English, which may have contributed to publication bias. Second, the results of this meta-analysis should be interpreted with caution because of the limited number of subjects. Third, the bias inherent in observational studies was not eliminated in a quantitative synthesis. Additionally, the differences in design among studies may have affected the pooled results of the studies. Finally, the 25(OH)D level can be affected by many factors, and the measurement of 25(OH)D may not directly reflect vitamin D status.

Our meta-analysis also has several merits. First, we evaluated the association between vitamin D status and TB in children. Second, we demonstrated that the lack of a uniform definition of VDD contributes to heterogeneity among studies and that a consistent definition of VDD is required for future studies.

The results of our study indicate that supplementation with vitamin D may be beneficial for active TB/LTBI treatment and prevention, although the few relevant trials that have been conducted have had disappointing results.[3134]

6. Conclusions

In conclusion, our pooled analyses provide strong evidence that vitamin D levels are significantly lower in children with TB/LTBI than in controls. TB may contribute to VDD in children, and thus, VDD may be associated with TB in children. This knowledge may support the design and evaluation of randomized case–control clinical trials on the role of vitamin D supplementation in preventing TB in children.

Author contributions

XG and LP contributed to the conception and design of the study, as well as to the drafting of this article. FT and HG contributed to the collection and analysis of the data. DX contributed to the conception and design of the study and approved the final version of the manuscript for publication. In addition, we would like to thank American Journal Experts (www.aje.com) for editing the English language of the manuscript.

Conceptualization: Xiaoyun Gou, Lingli Pan, Dongqiong Xiao.

Data curation: Xiaoyun Gou, Lingli Pan, Dongqiong Xiao.

Formal analysis: Xiaoyun Gou, Lingli Pan, Fajuan Tang, Hu Gao, Dongqiong Xiao.

Investigation: Xiaoyun Gou, Fajuan Tang, Hu Gao.

Methodology: Xiaoyun Gou, Hu Gao, Dongqiong Xiao.

Project administration: Xiaoyun Gou, Lingli Pan, Dongqiong Xiao.

Resources: Xiaoyun Gou, Fajuan Tang.

Software: Xiaoyun Gou, Lingli Pan, Fajuan Tang, Hu Gao.

Supervision: Xiaoyun Gou, Lingli Pan, Fajuan Tang, Hu Gao, Dongqiong Xiao.

Visualization: Xiaoyun Gou, Fajuan Tang.

Writing – original draft: Xiaoyun Gou, Lingli Pan.

Writing – review & editing: Dongqiong Xiao.

Supplementary Material

Supplemental Digital Content
medi-97-e12179-s001.docx (193.8KB, docx)

Footnotes

Abbreviations: CI = confidence interval, MD = mean difference, 25(OH)D = 25-hydroxyvitamin D3, OR = odds ratio, RR = relative risk, TB = tuberculosis, VDD = vitamin D deficiency, VDR = vitamin D receptor.

XG and LP contributed equally to the study.

Ethical approval and patient consent: No ethical approval or patient consent was required for this meta-analysis.

The authors have no funding and conflicts of interest to disclose.

Supplemental Digital Content is available for this article.

References

  • [1].Esposito S, Lelii M. Vitamin D and respiratory tract infections in childhood. BMC Infect Dis 2015;15. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [2].Franca Goi PH, Ferreira D, Olenski S, et al. Vitamin D and infectious diseases: simple bystander or contributing factor? Nutrients 2017;9: pii: E651. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [3].Holick MF. Vitamin D status: measurement, interpretation, and clinical application. Ann Epidemiol 2009;19:73–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [4].Williams B, Williams AJ, Anderson ST. Vitamin D deficiency and insufficiency in children with tuberculosis. Infect Dis J 2008;27:941–2. [DOI] [PubMed] [Google Scholar]
  • [5].Kearns MD, Alvarez JA, Seidel N, et al. Impact of Vitamin D on infectious disease. Am J Med Sci 2015;349:245–62. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [6].Equils O, Naiki Y, Shapiro AM, et al. 1,25-Dihydroxyvitamin D-3 inhibits lipopolysaccharide-induced immune activation in human endothelial cells. Clin Exp Immunol 2006;143:58–64. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [7].Battersby AJ, Kampmann B, Burl S. Vitamin D in early childhood and the effect on immunity to Mycobacterium tuberculosis. Clin Dev Immunol 2012;2012: 430972. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [8].Norval M, Coussens AK, Wilkinson RJ, et al. Vitamin D status and its consequences for health in South Africa. Int J Environ Res Public Health 2016;13: pii: E1019. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [9].Jaganath D, Mupere E. Childhood tuberculosis and malnutrition. J Infect Dis 2012;206:1809–15. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [10].Grobler L, Nagpal S, Sudarsanam TD, et al. Nutritional supplements for people being treated for active tuberculosis. Cochrane Database Syst Rev 2016;CD006086. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [11].Zeng J, Wu G, Yang W, et al. A serum vitamin D level <25 nmol/L pose high tuberculosis risk: a meta-analysis. PLoS One 2015;10:e0126014. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [12].Keflie TS, Noelle N, Lambert C, et al. Vitamin D deficiencies among tuberculosis patients in Africa: a systematic review. Nutrition 2015;31:1204–12. [DOI] [PubMed] [Google Scholar]
  • [13].Huang S-J, Wang X-H, Liu Z-D, et al. Vitamin D deficiency and the risk of tuberculosis: a meta-analysis. Drug Des Dev Ther 2017;11:91–102. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [14].Nnoaham KE, Clarke A. Low serum vitamin D levels and tuberculosis: a systematic review and meta-analysis. Int J Epidemiol 2008;37:113–9. [DOI] [PubMed] [Google Scholar]
  • [15].Zhu T, Tang J, Zhao F, et al. Association between maternal obesity and offspring Apgar score or cord pH: a systematic review and meta-analysis. Sci Rep 2015;5:18386. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [16].Hartzel J, Agresti A, Caffo B. Multinomial logit random effects models. Stat Model 2001;1:81–102. [Google Scholar]
  • [17].Higgins JP, Thompson SG, Deeks JJ, et al. Measuring inconsistency in meta-analyses. BMJ 2003;327:557–60. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [18].Wu YW, Colford JM., Jr Chorioamnionitis as a risk factor for cerebral palsy: a meta-analysis. JAMA 2000;284:1417–24. [DOI] [PubMed] [Google Scholar]
  • [19].de Haan K, Groeneveld ABJ, de Geus HRH, et al. Vitamin D deficiency as a risk factor for infection, sepsis and mortality in the critically ill: systematic review and meta-analysis. Crit Care 2014;18: [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [20].Cakir E, Torun E, Gedik AH, et al. Cathelicidin and human beta-defensin 2 in bronchoalveolar lavage fluid of children with pulmonary tuberculosis. Int J Tuberc Lung Dis 2014;18:671–5. [DOI] [PubMed] [Google Scholar]
  • [21].Agarwal A, Mishra M, Dabla PK, et al. Vitamin D status in pediatric osteoarticular tuberculosis. J Clin Orthop Trauma 2015;6:227–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [22].Karmila A, Nazir M, Yangtjik K, et al. Serum vitamin D and vitamin D receptor gene FokI polymorphisms in children with tuberculosis. Paediatr Indones 2015;55:263–7. [Google Scholar]
  • [23].Yani FF, Lipoeto NI, Supriyatno B, et al. Vitamin D status in under-five children with a history of close tuberculosis contact in Padang, West Sumatra. Asia Pac J Clin Nutr 2017;26:S68–72. [DOI] [PubMed] [Google Scholar]
  • [24].Gray K, Wood N, Gunasekera H, et al. Vitamin D and tuberculosis status in refugee children. Pediatr Infect Dis J 2012;31:521–3. [DOI] [PubMed] [Google Scholar]
  • [25].Venturini E, Facchini L, Martinez-Alier N, et al. Vitamin D and tuberculosis: a multicenter study in children. BMC Infect Dis 2014;14. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [26].Jubulis J, Kinikar A, Ithape M, et al. Modifiable risk factors associated with tuberculosis disease in children in Pune, India. Int J Tuberc Lung Dis 2014;18:198–204. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [27].Ludmir J, Mazhani L, Cary MS, et al. Vitamin D status in Botswana children under 2 years old with and without active tuberculosis. Am J Trop Med Hyg 2016;94:971–4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [28].Gupta A, Montepiedra G, Gupte A, et al. Low vitamin-D levels combined with PKP3-SIGIRR-TMEM16J host variants is associated with tuberculosis and death in HIV-infected and -exposed infants. Plos One 2016;11:e0148649. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [29].Khandelwal D, Gupta N, Mukherjee A, et al. Vitamin D levels in Indian children with intrathoracic tuberculosis. Indian J Med Res 2014;140:531–7. [PMC free article] [PubMed] [Google Scholar]
  • [30].Upala S, Sanguankeo A, Permpalung N. Significant association between vitamin D deficiency and sepsis: a systematic review and meta-analysis. BMC Anesthesiol 2015;15. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [31].Yakoob MY, Salam RA, Khan FR, et al. Vitamin D supplementation for preventing infections in children under five years of age. Cochrane Database Syst Rev 2016;CD008824. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [32].Morcos MM, Gabr AA, Samuel S, et al. Vitamin D administration to tuberculous children and its value. Boll Chim Farm 1998;137:157–64. [PubMed] [Google Scholar]
  • [33].Facchini L, Venturini E, Galli L, et al. Vitamin D and tuberculosis: a review on a hot topic. J Chemother 2015;27:128–38. [DOI] [PubMed] [Google Scholar]
  • [34].Ganmaa D, Giovannucci E, Bloom BR, et al. Vitamin D, tuberculin skin test conversion, and latent tuberculosis in Mongolian school-age children: a randomized, double-blind, placebo-controlled feasibility trial. Am J Clin Nutr 2012;96:391–6. [DOI] [PMC free article] [PubMed] [Google Scholar]

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Supplementary Materials

Supplemental Digital Content
medi-97-e12179-s001.docx (193.8KB, docx)

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