Evidence map›Paper›PMID 32589365›Full record

ArticlePediatric blood & cancer2020

Hyperglycemia requiring insulin during acute lymphoblastic leukemia induction chemotherapy is associated with increased adverse outcomes and healthcare costs.

Meghan C McCormick, Eleanor Sharp, Ramasubramanian Kalpatthi, James Zullo, Nursen Gurtunca, Jun Zhang, Robert Krafty, Sripriya Raman

Open access · greenAbstract read
In one paragraph

Article in Pediatric blood & cancer, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
3.9field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 22 citations in OpenAlex.

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  4. [High glucose levels in children at diagnosis of acute lymphoblastic leukemia].Revista medica del Instituto Mexicano del Seguro Social · 2025
    Observational
  5. The evolution of nutritional care in children and young people with acute lymphoblastic leukaemia: a narrative review.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2025
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 4 institutions in 2 countries.

Meghan C McCormickHematology-Oncology, Pediatrics, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania.ORCID 0000-0003-3633-6369
Eleanor SharpPediatrics, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania.
Ramasubramanian KalpatthiHematology-Oncology, Pediatrics, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania.
James ZulloClinical Informatics, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania.
Nursen GurtuncaEndocrinology, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania.
Jun ZhangDepartment of Biostatistics, University of Pittsburgh, Pittsburgh, Pennsylvania.
Robert KraftyDepartment of Biostatistics, University of Pittsburgh, Pittsburgh, Pennsylvania.
Sripriya RamanEndocrinology, Riley Children's Hospital, Lehigh Valley Health Network, Allentown, Pennsylvania.
Children's Hospital of Pittsburgh · USChina First Heavy Industries (China) · CNUniversity of Pittsburgh · USLehigh Valley Hospital-Pocono · US

Funding

University of Pittsburgh Clinical and Translational Science InstituteUL1TR001857 · NCATS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI REIS, STEVEN E · 2016 to 2025
$129.3M
NCATS NIH HHS UL1 TR001857NCATS NIH HHS UL1TR001857
6 · The paper itself

Abstract

backgroundHyperglycemia is a complication of induction chemotherapy in 10%-50% of pediatric patients with acute lymphoblastic leukemia (ALL). Though hyperglycemia in ALL patients is usually transient, it may be associated with adverse health outcomes. However, the risk factors for and consequences of hyperglycemia are poorly understood. We hypothesized that hyperglycemia significant enough to require insulin therapy during induction chemotherapy would be associated with increased morbidity and mortality in pediatric ALL patients during induction chemotherapy and in subsequent care.

methodsWe abstracted clinical and resource utilization data from the Pediatric Health Information System (PHIS) database utilizing ICD-9 codes and medication charges. We used logistic regression analysis to predict the development of hyperglycemia. The effects of hyperglycemia on binary and count adverse outcomes following induction chemotherapy were modeled using mixed-effect regression models.

resultsAn increased risk of hyperglycemia requiring insulin was associated with older age, female sex, higher risk group and trisomy 21. Patients on insulin for hyperglycemia had increased mortality following induction chemotherapy. These patients were more likely to have subsequent infectious complications, need for bone marrow transplant, and risk of disease relapse. They also had greater length of inpatient stay, higher cost of care, and were more likely to require intensive care unit admission during induction chemotherapy.

conclusionsHyperglycemia requiring insulin during induction chemotherapy in pediatric ALL is associated with an increased risk of short-term and long-term complications. Prospective studies are needed to analyze formal screening, preventive measures, and optimal management practices for hyperglycemia during ALL induction chemotherapy.

Indexed as

HyperglycemiaInduction ChemotherapyInsulinPrecursor Cell Lymphoblastic Leukemia-LymphomaAdolescentAdultChildChild, PreschoolCosts and Cost AnalysisFemaleHumansInfantMaleInsulinclinical outcomeshyperglycemialeukemiapediatricsretrospective study

Identifiers

PMID32589365
PMCPMC7674257
OpenAlexW3037610780

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.