Abstract B59: Cardiometabolic complications after pediatric cancer: Associations with chemotherapeutic agents and body-mass-index fluctuations
Bibliographic record
Abstract
Abstract Introduction: Survivors of childhood cancer are at risk of cardiometabolic complications including dyslipidemia, obesity, insulin resistance, and hypertension. In addition, children undergoing chemotherapy often suffer from substantial side effects including rapid weight gain, transient hypertension, and elevated blood glucose and lipids. However, little is known about the cardiometabolic health of children shortly after cancer treatment. This study aims to describe the cardiometabolic profile of children after treatment and to study the factors associated with these complications. Methods: Participants were recruited at Sainte-Justine UHC in Montreal as part of the VIE Program (Valorization, Implication, Education). Cardiometabolic health was assessed with biochemical, clinical, and anthropometric measures. Data on treatment (diagnosis, chemotherapeutic agents, and doses) were obtained from medical files. Results: Evaluations were performed on 71 participants (45% boys; median age: 9.8 years; 42% with acute lymphoblastic leukemia; median time since last treatment: 1.4 years, range: 0.2-3.5 years). Our assessment showed that 28% had hypertension, 27% were obese, 19% had altered glucose metabolism, and 33% had dyslipidemia. The risk of having dyslipidemia was associated with higher age [relative risk (RR): 1.28, 95%CI: 1.14-1.44, P<0.01] and body mass index (BMI) (RR: 1.76, 95%CI: 1.11-2.78, P=0.02). Participants who increased their BMI during treatment were at higher risk of obesity (RR: 3.01, 95%CI: 1.44-6.29, P<0.01). The increase of BMI during treatment was associated with exposure to glucocorticoids (coefficient β: 0.56, 95%CI: 0.13-0.98, P=0.01) and to methotrexate (coefficient β: 0.73, 95%CI: 0.34-1.11, P<0.01). Conclusion: We found important alterations of children’s cardiometabolic profile shortly after the end of cancer treatment. Increased BMI during and after treatment and exposure to corticosteroids and methotrexate were factors associated with cardiometabolic health. This stresses the importance of maintaining a favorable nutritional status during cancer therapy. Early nutritional interventions promoting sustainable healthy eating habits may contribute to limit cardiometabolic complications in the short and long term. Citation Format: Veronique Belanger, Alexandre Warin, Elitsa Tonova, Isabelle Bouchard, Caroline Meloche, Daniel Curnier, Serge Sultan, Caroline Laverdiere, Daniel Sinnett, Valerie Marcil. Cardiometabolic complications after pediatric cancer: Associations with chemotherapeutic agents and body-mass-index fluctuations [abstract]. In: Proceedings of the AACR Special Conference on the Advances in Pediatric Cancer Research; 2019 Sep 17-20; Montreal, QC, Canada. Philadelphia (PA): AACR; Cancer Res 2020;80(14 Suppl):Abstract nr B59.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".