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Record W2095586720 · doi:10.1542/peds.2012-1752

Vitamin D Deficiency in Critically Ill Children: A Roadmap to Interventional Research

2012· letter· en· W2095586720 on OpenAlexaboutno aff
Steven A. Abrams, Jorge Coss‐Bu

Bibliographic record

VenuePEDIATRICS · 2012
Typeletter
Languageen
FieldMedicine
TopicVitamin D Research Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineVitamin D and neurologyvitamin D deficiencySeptic shockPediatricsRicketsInternal medicineIntensive care medicineSepsis

Abstract

fetched live from OpenAlex

Two studies published this month in Pediatrics provide new and unique information regarding the relationship between vitamin D status and critical illnesses in children admitted to PICUs in the United States and Canada.1,2 These 2 studies, from Boston Children’s Hospital and 6 PICUs in Canada, demonstrated that low vitamin D status, as reflected by a low serum 25-hydroxyvitamin D (25[OH]D) level on admission, was highly prevalent and associated with increased illness severity and generally reflected longer hospital stays and some limited biochemical evidence of lower calcium status.Neither study clearly identifies a level of 25(OH)D associated with worse PICU outcomes, although the level of 50 nmol/L (20 ng/mL) is generally used as a cutoff level to identify vitamin D deficiency.1,2 This value is consistent with the view of the Institute of Medicine that serum 25(OH)D values >50 nmol/L are associated with an adequate vitamin D status.3,4 Furthermore, relatively few children seemed to have 25(OH)D levels <30 nmol/L, a level more commonly associated with clinical signs of rickets or severe vitamin D deficiency.The strengths of these studies1,2 are their large sample size and the identification of clear and important clinical outcomes, including severity of illness score, length of hospital stay, and presence of septic shock associated with lower serum levels of 25(OH)D. Outcome scores, including the Pediatric Risk of Mortality III score and the Sequential Organ Failure Assessment Score, are well-validated outcome measures of illness severity and organ dysfunction. Use of such scores therefore adds reliability to the relation with low vitamin D levels.5 The availability of repeated measures of vitamin D in some subjects is also valuable in considering the time-dependent and illness-dependent changes in health and their relationship with vitamin D status.Both studies included similar numbers of patients receiving ventilatory support, but there are some differences, particularly the percentage of medical versus surgical patients; 38.4% of patients in the study by Madden et al2 had a surgical diagnosis, whereas 70% of patients in the study by McNally et al1 had a surgical diagnosis. Neither study found an association between vitamin D status and medical or surgical diagnosis; only the study by Madden et al found a significant association between low vitamin D levels and the presence of septic shock as assessed by using the Sequential Organ Failure Assessment Score. These data are limited in that uncontrollable variables, such as fluid resuscitation before and after hospitalization, cannot and were not fully controlled for in the analysis. The large diversity in illness types and care practices makes interpretation of some outcomes, including length of hospital stay, more uncertain but do point to a possibility of a biological relationship.Only the study by McNally et al1 assessed the degree of malnutrition on admission by using the weight-for-age ratio. They found that malnutrition was not associated with vitamin D deficiency. However, additional data should evaluate malnutrition by assessing height z scores and weight-for-height data by using the new World Health Organization curves.6,7 It is likely that a severely or chronically malnourished child will have lower levels of vitamins and minerals.8 A recent study in 35 children’s hospitals in the United States found that from a total of 44 693 admissions to the PICU, 52.1% had a chronic diagnosis, underscoring the importance of the presence of a chronic condition in relation to outcomes. Neither study showed a significant association between the presence of medical history or preexisting illness and a deficient vitamin D state. Prospective interventional studies should include stratifications according to degree of malnutrition and presence of a chronic diagnosis.For pediatric caregivers, the real questions posed by these studies are: (1) What do they mean for the care of critically ill children; and (2) How do we move forward with further research to understand the mechanisms and interventions that might improve our care of critically ill children?In terms of interpreting these data in clinical practice, they can be understood as supporting programs and interventions designed to prevent vitamin D deficiency. What exactly this might entail is controversial, but at a minimum, comprehensive efforts to ensure that children receive at least the recommended intake of vitamin D (400 IU/day for infants, 600 IU/day for children aged >1 year) should be developed and emphasized.3,4,9 Current intakes of vitamin D are far below the recommended amounts.3 Whether these studies mean that all children admitted to a PICU should have serum 25(OH)D levels measured remains unanswered by the data provided in these studies. Targeted assessments for those at highest risk might be considered but would likely be difficult to implement in a PICU setting.With regard to research, the authors of both articles recognize the need for controlled intervention trials.1,2 However, in the case of critically ill children, especially those who have sepsis and other illnesses such that enteral nutrition is difficult or impossible, designed research protocols to evaluate interventions will be difficult and expensive and certainly require collaboration among multiple PICUs. As such, it may be best to consider carefully the role of animal models of pediatric critical illnesses and smaller studies of well-identified disease processes rather than attempting to conduct trials of all patients admitted to a PICU.Regardless, these studies1,2 move forward and to the front concerns regarding vitamin D status in critically ill children. They do not yet tell us the best way of assessing or treating low serum 25(OH)D levels in a PICU setting but point us to a program of public health and research on this topic, with clear identification of final outcomes and their clinical significance, focusing on both efficacy and safety of any proposed interventions.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.021
metaresearch head score (Gemma)0.029
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.021
Threshold uncertainty score0.111

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0210.029
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0040.003
Bibliometrics0.0050.004
Science and technology studies0.0010.004
Scholarly communication0.0070.012
Open science0.0030.003
Research integrity0.0120.011
Insufficient payload (model declined to judge)0.0110.002

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.057
GPT teacher head0.386
Teacher spread0.330 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations1
Published2012
Admission routes1
Has abstractyes

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