Comparison of administrative/billing data to expected protocol-mandated chemotherapy exposure in children with acute myeloid leukemia: A report from the Children's Oncology Group

Informatics tools to implement late cardiovascular risk prediction modeling for population management of high-risk childhood cancer survivors

BACKGROUND

Clinical informatics tools to integrate data from multiple sources have the potential to catalyze population health management of childhood cancer survivors at high risk for late heart failure through the implementation of previously validated risk calculators.

METHODS

The Oklahoma cohort (n = 365) harnessed data elements from Passport for Care (PFC), and the Duke cohort (n = 274) employed informatics methods to automatically extract chemotherapy exposures from electronic health record (EHR) data for survivors 18 years old and younger at diagnosis. The Childhood Cancer Survivor Study (CCSS) late cardiovascular risk calculator was implemented, and risk groups for heart failure were compared to the Children's Oncology Group (COG) and the International Guidelines Harmonization Group (IGHG) recommendations. Analysis within the Oklahoma cohort assessed disparities in guideline-adherent care.

RESULTS

The Oklahoma and Duke cohorts both observed good overall concordance between the CCSS and COG risk groups for late heart failure, with weighted kappa statistics of .70 and .75, respectively. Low-risk groups showed excellent concordance (kappa > .9). Moderate and high-risk groups showed moderate concordance (kappa .44-.60). In the Oklahoma cohort, adolescents at diagnosis were significantly less likely to receive guideline-adherent echocardiogram surveillance compared with survivors younger than 13 years old at diagnosis (odds ratio [OD] 0.22; 95% confidence interval [CI]: 0.10-0.49).

CONCLUSIONS

Clinical informatics tools represent a feasible approach to leverage discrete treatment-related data elements from PFC or the EHR to successfully implement previously validated late cardiovascular risk prediction models on a population health level. Concordance of CCSS, COG, and IGHG risk groups using real-world data informs current guidelines and identifies inequities in guideline-adherent care.

Ketorolac use and risk of bleeding after appendectomy in children with perforated appendicitis

BACKGROUND

Ketorolac is an opioid sparing agent commonly used in children. However, ketorolac may be avoided in children with peritonitis owing to a possible increased risk of bleeding.

METHODS

A retrospective cohort study of healthy children 2-18 years who underwent appendectomy for perforated appendicitis was performed using the Pediatric Health Information System (2009-2019). Multivariable logistic regression was used to evaluate the association between perioperative ketorolac use and postoperative blood transfusions within 30 days of surgery, adjusting for patient and hospital level factors. An interaction between ketorolac and ibuprofen was evaluated to identify synergistic effects.

RESULTS

Overall, 55,603 children with perforated appendicitis underwent appendectomy and 82.3% (N = 45,769) received ketorolac. Of those, 32% (N = 14,864) also received ibuprofen. Receipt of a blood transfusion was infrequent (N = 189, 0.3%). On multivariable logistic regression analysis, perioperative ketorolac administration was associated with decreased odds of a blood transfusion (OR 0.53, 95% CI: 0.35-0.79). However, children receiving ketorolac and ibuprofen were more likely to require a blood transfusion (OR 1.99, 95% CI: 1.42-2.79). In a subset of children receiving ketorolac, each additional day of ketorolac was associated with an increase odds of blood transfusion (OR 1.39, 95% CI: 1.30-1.49).

CONCLUSION

Perioperative ketorolac alone is not associated with an increased risk of significant bleeding in children undergoing appendectomy for perforated appendicitis. However, use of both ketorolac and ibuprofen during hospitalization was associated with increased risk of bleeding, although precise timing of administration of these medications was unable to be determined. Extended ketorolac use was also associated with increased risk of bleeding requiring blood transfusion.

LEVEL OF EVIDENCE

Level III.

Perioperative Opioid Exposure Patterns in Pediatric Anterior Cruciate Ligament Reconstruction: A Ten-Year Administrative Database Study

Introduction: Variation in opioid exposure has been documented in many pediatric fields; however, little is currently known about the extent of these findings during the perioperative period. The purpose of this study was to examine perioperative opioid exposure on a national level among patients undergoing anterior cruciate ligament (ACL) reconstruction using an administrative database. Our aims were to assess the impact of hospitals and a variety of demographic factors on (1) the likelihood of perioperative opioid exposure and (2) the variability in relative opioid exposure.

Methods: The Pediatric Health Information Systems Database (PHIS) was used to identify pediatric patients (≤ 18 years old) across 52 hospitals undergoing ACL reconstruction between January 2008 and December 2017. Administered opioids in morphine milligram equivalents were discretized into quintiles to represent relative opioid exposure (ROE). A hurdle generalized additive model was estimated to identify demographic factors predictive of (1) the receipt of any opioid medication and (2) the ROE among those receiving opioids.

Results: Of the 19,821 patients meeting study inclusion criteria, 17,350 (88%) were administered opioid medications perioperatively. There was no temporal trend in perioperative opioid utilization or ROE over the study period. Patients in an inpatient (OR = 0.260 [0.221, 0.305]) or observation unit (OR = 0.349 [0.305, 0.401]) context were less likely to be administered opioids. Female patients (OR = 0.896 [0.813, 0.987]) were less likely to be administered opioids, while patients on commercial insurance had a higher ROE (OR = 1.09 [1.023, 1.161]). Patient age and hospital-level time trends predicted opioid administration and exposure (max p < 0.001).

Discussion: Gender, age, surgical setting, hospital type, and insurance status, in part, predicted perioperative opioid exposure among pediatric patients undergoing ACL reconstruction surgery. Exposure has not declined in recent years and varies significantly between hospitals. Although this study primarily served to document demographic variability in perioperative opioid exposure in pediatric patients undergoing ACL reconstruction, the understanding of variability in perioperative opioid utilization and exposure rate could stand to be further explored.

Bortezomib with standard chemotherapy for children with acute myeloid leukemia does not improve treatment outcomes: a report from the Children's Oncology Group

New therapeutic strategies are needed for pediatric acute myeloid leukemia (AML) to reduce disease recurrence and treatment-related morbidity. The Children's Oncology Group Phase III AAML1031 trial tested whether the addition of bortezomib to standard chemotherapy improves survival in pediatric patients with newly diagnosed AML. AAML1031 randomized patients younger than 30 years of age with de novo AML to standard treatment with or without bortezomib. All patients received the identical chemotherapy backbone with either four intensive chemotherapy courses or three courses followed by allogeneic hematopoietic stem cell transplantation for high-risk patients. For those randomized to the intervention arm, bortezomib 1.3 mg/m² was given on days 1, 4 and 8 of each chemotherapy course. For those randomized to the control arm, bortezomib was not administered. In total, 1,097 patients were randomized to standard chemotherapy (n=542) or standard chemotherapy with bortezomib (n=555). There was no difference in remission induction rate between the bortezomib and control treatment arms (89% vs 91%, P=0.531). Bortezomib failed to improve 3-year event-free survival (44.8±4.5% vs 47.0±4.5%, P=0.236) or overall survival (63.6±4.5 vs 67.2±4.3, P=0.356) compared with the control arm. However, bortezomib was associated with significantly more peripheral neuropathy (P=0.006) and intensive care unit admissions (P=0.025) during the first course. The addition of bortezomib to standard chemotherapy increased toxicity but did not improve survival. These data do not support the addition of bortezomib to standard chemotherapy in children with de novo AML. (Trial registered at clinicaltrials.gov NCT01371981; https://www.cancer.gov/clinicaltrials/ NCT01371981).

Resource utilization and toxicities after single versus tandem autologous stem cell rescue in high-risk neuroblastoma using a national administrative database

BACKGROUND

High-dose chemotherapy with autologous stem cell rescue (HDC-ASCR) has improved event-free survival for children with high-risk neuroblastoma. Common regimens include carboplatin/etoposide/melphalan (CEM), busulfan/melphalan (BuMel), and tandem HDC-ASCR [thiotepa/cyclophosphamide (TC) followed by CEM]. To complement clinical trial data and to evaluate the clinical burden associated with these regimens, resource ultilization (RU) was evaluated. An administrative database was used to evaluate RU in a previously developed high-risk neuroblastoma cohort. Single CEM and BuMel patients were followed for 60 days from the first day of the HDC-ASCR preparative regimen or until death, whichever came first. Tandem patients were followed from the first day of the first HDC-ASCR preparative regimen through day 60 from the first day of the second HDC-ASCR. Resources compared included inpatient days, ICU-level care, and medications administered.

RESULTS

A cohort of 578 patients was evaluated; 422 patients underwent single HDC-ASCR with CEM, 67 received BuMel, 72 underwent TC/CEM, and 17 received only the first portion of tandem HDC-ASCR. The median number of inpatient days and days of exposure to antibiotics, opioids, and total parenteral nutrition were higher in the tandem group than in the CEM and BuMel groups. However, the rate of use of several ICU-level resources per 1000 hospital days was lower for the tandem group.

CONCLUSIONS

These data suggest that while patients undergoing tandem HDC-ASCR were hospitalized longer, the severity of illness during hospitalization was not greater in tandem patients.

Hospital Variation in Intensive Care Resource Utilization and Mortality in Newly Diagnosed Pediatric Leukemia

OBJECTIVES

To evaluate hospital-level variability in resource utilization and mortality in children with new leukemia who require ICU support, and identify factors associated with variation.

DESIGN

Retrospective cohort study.

SETTING

Children's hospitals contributing to the Pediatric Health Information Systems administrative database from 1999 to 2011.

PATIENTS

Inpatients less than 25 years old with newly diagnosed acute lymphocytic leukemia or acute myeloid leukemia requiring ICU support (n = 1,754).

INTERVENTIONS, MEASUREMENTS, AND MAIN RESULTS

Evaluated exposures included leukemia type, year of diagnosis, and hospital-wide proportion of patients with public insurance. The main outcome was hospital mortality. Wide variability existed in the ICU resources used across hospitals. Combined acute lymphocytic leukemia and acute myeloid leukemia mortality varied by hospital from 0% (95% CI, 0-14.8%) to 42.9% (95% CI, 17.7-71.1%). A mixed-effects model with a hospital-level random effect suggests significant variation across hospitals in mortality (p = 0.007). When including patient and hospital factors as fixed effects into the model, younger age, acute myeloid leukemia versus acute lymphocytic leukemia diagnosis, leukemia diagnosis prior to 2005, hospital-wide proportion of public insurance patients, and hospital-level proportion of leukemia patients receiving ICU care are significantly associated with mortality. The variation across hospitals remains significant with all patient factors included (p = 0.021) but is no longer significant after adjusting for the hospital-level factors proportion of public insurance and proportion receiving ICU care (p = 0.48).

CONCLUSIONS

Wide hospital-level variability in ICU resource utilization and mortality exists in the care of children with leukemia requiring ICU support. Hospital payer mix is associated with some mortality variability. Additional study into how ICU support could be standardized through clinical practice guidelines, impact of payer mix on hospital resources allocation to the ICU, and subsequent impact on patient outcomes is warranted.

An overview of disparities in childhood cancer: Report on the Inaugural Symposium on Childhood Cancer Health Disparities, Houston, Texas, 2016

The Inaugural Symposium on Childhood Cancer Health Disparities was held in Houston, Texas, on November 2, 2016. The symposium was attended by 109 scientists and clinicians from diverse disciplinary backgrounds with interests in pediatric cancer disparities and focused on reviewing our current knowledge of disparities in cancer risk and outcomes for select childhood cancers. Following a full day of topical sessions, everyone participated in a brainstorming session to develop a working strategy for the continued expansion of research in this area. This meeting was designed to serve as a springboard for examination of childhood cancer disparities from a more unified and systematic approach and to enhance awareness of this area of need.

Clinical Research Informatics: Supporting the Research Study Lifecycle

Objectives: The primary goal of this review is to summarize significant developments in the field of Clinical Research Informatics (CRI) over the years 2015-2016. The secondary goal is to contribute to a deeper understanding of CRI as a field, through the development of a strategy for searching and classifying CRI publications. Methods: A search strategy was developed to query the PubMed database, using medical subject headings to both select and exclude articles, and filtering publications by date and other characteristics. A manual review classified publications using stages in the "research study lifecycle", with key stages that include study definition, participant enrollment, data management, data analysis, and results dissemination. Results: The search strategy generated 510 publications. The manual classification identified 125 publications as relevant to CRI, which were classified into seven different stages of the research lifecycle, and one additional class that pertained to multiple stages, referring to general infrastructure or standards. Important cross-cutting themes included new applications of electronic media (Internet, social media, mobile devices), standardization of data and procedures, and increased automation through the use of data mining and big data methods. Conclusions: The review revealed increased interest and support for CRI in large-scale projects across institutions, regionally, nationally, and internationally. A search strategy based on medical subject headings can find many relevant papers, but a large number of non-relevant papers need to be detected using text words which pertain to closely related fields such as computational statistics and clinical informatics. The research lifecycle was useful as a classification scheme by highlighting the relevance to the users of clinical research informatics solutions.

Validation of antibiotic charges in administrative data for outpatient pediatric urologic procedures

INTRODUCTION

The use of administrative health data for research has prompted questions about its validity for this purpose.

OBJECTIVE/STUDY DESIGN

The purpose of this study was to determine the concordance of Pediatric Health Information System (PHIS) perioperative antibiotic charges with the institution's medication administration data for males <10 years old and who underwent outpatient penile/inguinal procedures from July 2013 to March 2015.

RESULTS

There was 93.9% positive and negative agreement between perioperative antibiotic charges versus administration. The sensitivity and specificity were 96.8% and 87.2%, respectively. The positive and negative predictive values were 94.6% and 92.2%, respectively.

CONCLUSION

This study indicated strong agreement between PHIS pharmacy charges and medication administration.

Impact of postoperative complications on hospital costs following the Norwood operation

Introduction Patients undergoing the Norwood operation consume considerable healthcare resources; however, detailed information regarding factors impacting hospitalisation costs is lacking. We evaluated the association of postoperative complications with hospital costs.

METHODS

In the present study, we utilised a unique data set consisting of prospectively collected clinical data from the Pediatric Heart Network Single Ventricle Reconstruction trial linked at the patient level with cost data for 10 hospitals participating in the Children's Hospital Association Case Mix database during the trial period. The relationship between complications and cost was modelled using linear regression, accounting for the skewed distribution of cost, adjusting for within-centre clustering and baseline patient characteristics.

RESULTS

A total of 334 eligible Norwood records (97.5%) were matched between data sets. Overall, 82% suffered from at least one complication (median 2; with a range from 0 to 33). Those with complications had longer postoperative length of stay (25 versus 12 days, p<0.001), more total ventilator days (7 versus 5 days, p<0.001), and higher in-hospital mortality (17.6 versus 3.4%, p<0.006). Mean adjusted hospital cost in those with a complication was $190,689 (95% CI $111,344-$326,577) versus $120,584 (95% CI $69,246-$209,983) in those without complications (p=0.002). Costs increased with the number of complications (1-2 complications=$132,800 versus 3-4 complications=$182,353 versus ⩾5 complications=$309,372 [p<0.001]).

CONCLUSIONS

This merged data set of clinical trial and cost data demonstrated that postoperative complications are common following the Norwood operation and are associated with worse clinical outcomes and higher costs. Efforts to reduce complications in this population may lead to improved outcomes and cost savings.

Supportive care utilization and treatment toxicity in children with Down syndrome and acute lymphoid leukaemia at free-standing paediatric hospitals in the United States

Although inferior outcomes of children with Down syndrome (DS) and acute lymphoid leukaemia (ALL) are established, national supportive care patterns for these patients are unknown. A validated retrospective cohort of paediatric patients diagnosed with ALL from 1999 to 2011 was assembled from the US Pediatric Health Information System (PHIS) database to examine organ toxicity, sepsis, and resource utilization in children with and without DS. Among 10699 ALL patients, 298 had DS-ALL (2·8%). In a multivariate model, DS was associated with increased risk of cardiovascular (odds ratio [OR] 2·0, 95% confidence interval [CI] 1·6-2·7), respiratory (OR 2·1, 95% CI: 1·6-2·9), neurologic (OR 3·4, 95% CI 1·9-6·2), and hepatic (OR 1·4, 95% CI 1·0-1·9) dysfunction and sepsis (OR 1·8, 95% CI: 1·4-2·4). Children with DS-ALL used significantly more respiratory support, insulin, and anti-infectives, including broad-spectrum Gram-positive agents, quinolones, and azoles. They used significantly fewer analgesics and antiemetics compared to non-DS-ALL children. Ultimately, this study confirms the increased risk of infectious and end-organ toxicity in children with DS-ALL and quantifies important differences in resource utilization between children with DS and non-DS ALL. These findings highlight the importance of investigating the impact of these care variations and developing specific supportive care guidelines for this population.

Resource Utilization and Toxicities After Carboplatin/Etoposide/Melphalan and Busulfan/Melphalan for Autologous Stem Cell Rescue in High-Risk Neuroblastoma Using a National Administrative Database

BACKGROUND

High-dose chemotherapy with autologous stem cell rescue (ASCR) is a key component of high-risk neuroblastoma therapy. Resources required to support patients treated with ASCR conditioning regimens [carboplatin/etoposide/melphalan (CEM) and busulfan/melphalan (BuMel)] have not been directly compared.

PROCEDURE

An administrative database was used to analyze resource utilization and outcomes in a cohort of high-risk neuroblastoma patients. Patients were followed for 60 days from start of conditioning or until death. Length of hospitalization, length of intensive care unit (ICU) level of care, incidence of sepsis and sinusoidal obstruction syndrome (SOS), and duration of use of specific supportive care resources were analyzed.

RESULTS

Six of 171 CEM patients and zero of 59 BuMel patients died during the study period (P = 0.34). Duration of hospitalization was longer following BuMel (median 35 vs. 31 days; P = 0.01); however, there was no difference in duration of ICU-level care. Antibiotic use was longer following CEM (median 19 vs. 15 days; P = 0.01), as was antihypertensive use (median 5 vs. 1.6 days; P = 0.0024). Duration of opiate and nonnarcotic analgesic use was longer following CEM early in the study period. Resources consistent with a diagnosis of SOS were used in a higher proportion of BuMel patients. A higher proportion of BuMel treated patients required mechanical ventilation (17% vs. 6%; P = 0.03).

CONCLUSIONS

We used administrative billing data to compare resources associated with ASCR conditioning regimens. CEM patients required more extended use of analgesics, antibiotics, and antihypertensives, while duration of hospitalization was longer, and SOS and the use of mechanical ventilation were more frequent following BuMel.