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Record W2562211759 · doi:10.1182/blood.v126.23.872.872

Five-Year Direct Cost of Pediatric Patients with Acute Lymphoblastic Leukemia (ALL) Undergoing Allogeneic Stem Cell Transplantation (HSCT): An Analysis from US Payers' Perspective

2015· article· en· W2562211759 on OpenAlexaboutno aff
Richard T. Maziarz, Annie Guérin, Geneviève Gauthier, Julie Héroux, Maryia Zhdanava, Eric Q. Wu, Simu K. Thomas, Lei Chen

Bibliographic record

VenueBlood · 2015
Typearticle
Languageen
FieldMedicine
TopicAcute Lymphoblastic Leukemia research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineHematopoietic stem cell transplantationPediatricsTransplantationPharmacyHealth careDiseaseIntensive care medicineEmergency medicineInternal medicineFamily medicine

Abstract

fetched live from OpenAlex

Abstract Background: Between 54%-85% of pediatric patients (pts) with ALL can be cured by definitive chemotherapy protocols. HSCT may be considered for high-risk pts after induction therapy or for refractory/relapsed pts. However, HSCT is recognized as a highly specialized, costly and resource intensive procedure requiring ongoing care over months to years. HSCT is associated with significant life-threatening complications with transplant related mortality of 20-30% and acute/chronic graft vs. host disease and infections. The objective of this study was to assess the economic burden up to 5 years of pediatric pts with ALL who received HSCT from the US commercial payers' perspective. Method: Pediatric pts (<18 years old) with ALL (ICD-9 CM codes 204.0x) who underwent an allogeneic HSCT ([ICD-9 CM] procedure codes 41.02, 41.03, 41.05, 41.06, 41.08) in the US (2002-2013) were identified from two large administrative claims databases. Selected pts were continuously enrolled in their healthcare plan for ≥6 months before and ≥1 month after the index date (i.e., the date the first HSCT procedure was recorded). Age and gender as of the index date and total healthcare costs (direct medical costs and pharmacy costs) during the 6 months preceding the index date were reported. The economic burden associated with HSCT was described by assessing the healthcare resource utilization (HRU) and costs over the following study periods: between the index date and the HSCT hospitalization discharge date, during the first 100 days following the index date, and, during the first, second, third, fourth and fifth years following the index date. For each period, the analyses were conducted among pts with continuous healthcare plan enrollment for that entire period. Healthcare costs reported reflect the costs reimbursed by US private payers for a pediatric pt with ALL who underwent HSCT. Costs were adjusted for inflation (based on the consumer price index for medical components) and reported as 2014 US dollars (USD). Results: A total of 209 pediatric ALL pts were identified. Mean age was 10 years and 43.1% of pts were female. The median follow-up period after the index date was 1.3 years. During the 6 months prior to the index date, pts incurred average total healthcare costs of $287,001. The median duration of the initial hospitalization for the HSCT was 41 days (interquartile range 32-55). Over the five years following the index date, results showed substantial HRU and costs associated with the HSCT. The most intensive HRU and highest healthcare costs were observed within the first year following the index date; pts had an average of 49 days with outpatient (OP) visits, 29 days with OP laboratory services, and 68 inpatient (IP) days corresponding to 3.10 IP admissions (including the hospitalization for the first HSCT) and incurred mean total healthcare costs of $683,099 (median of $511,021) (Figure 1 and 2). Costs associated with the first HSCT hospitalization represented 62.4% of the total costs incurred during the first year. Although a decreasing trend was observed over time, HRU and costs remained high; 28.8% of pts had at least one IP admission at year 2, 19.6% at year 3, 20.0% at year 4, and 6.7% at year 5 (Figure 1). The number of days with OP visits and the number of days with laboratory services also remained high over time (Figure 1). The average total healthcare cost was $104,584 (median of $21,877) at year 2, $79,092 (median of $11,000) at year 3, $106,334 (median of $10,426) at year 4 and, and $38,291 (median of $10,082) at year 5 (Figure 2). Our results also showed high variation in healthcare costs across pediatric pts following the index date; 29.4% of the total costs (over the entire sample) in year 1 were incurred by the 10% pts with the highest costs. Starting from the second year, the 10% of pts with the highest costs accounted for 61.3 to 76.6% of the total costs for each year, suggesting that a small proportion of pts still incur very high costs several years after HSCT. Conclusions: Healthcare resource utilization and direct costs associated with allogeneic HSCT are substantial with the first year direct cost alone of $683,099 with substantial costs over the following years. Further studies are needed to understand the humanistic and financial burden of HSCT for pediatric pts and their caregivers. Figure 1. HRU after Index Date Figure 1. HRU after Index Date Figure 2. Total Healthcare Costs after Index Date Figure 2. Total Healthcare Costs after Index Date Disclosures Maziarz: Athersys: Consultancy, Patents & Royalties, Research Funding; Novartis: Consultancy. Guerin:GlaxoSmithKline, Janssen Scientific Affairs, Janssen-Ortho, Inc., Merck & Co., Inc., Merck Frosst Canada, Novartis Pharmaceuticals Corporation, Novo Nordisk Inc., Ogilvy Renault, Ortho-Clinical Diagnostics, Inc., Otsuka America Pharmaceutical, Inc.,: Consultancy, Other: Annie Guerin is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations; Pfizer Canada, Inc., RX&D, Sanofi, Savient Pharmaceuticals, Inc., Shire Pharmaceuticals Inc., Sunovion Pharmaceuticals Inc., Takeda Global Research & Development Center, Inc., Takeda Pharmaceuticals U.S.A., Inc.: Consultancy, Other: Annie Guerin is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations; AbbVie Inc., Alcon Laboratories, Bayer Healthcare Pharmaceuticals, LLC, Celgene Corporation, Cempra Inc., Centocor Ortho Biotech, Cooley LLP, Cyberonics, Inc., DLA Piper, Eli Lilly & Company,Forest Laboratories, Inc., Genentech, Inc.,: Consultancy, Other: Annie Guerin is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations. Gauthier:AbbVie Inc., Celgene Corporation, Eli Lilly & Company, Genentech, Inc. ,GlaxoSmithKline, Janssen Scientific Affairs, LLC, Novartis Pharmaceuticals Corporation, Pfizer Canada, Inc., Sanofi, Savient Pharmaceuticals, Inc., Shire Pharmaceuticals Inc.,: Consultancy, Other: Genevieve Gauthier is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations; Sunovion Pharmaceuticals Inc.,Takeda Pharmaceuticals U.S.A., Inc.: Consultancy, Other: Genevieve Gauthier is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations. Heroux:AbbVie Inc., Alcon Laboratories, Celgene Corporation, Genentech, Inc., Merck Frosst Canada, Novartis Pharmaceuticals Corporation, Shire Pharmaceuticals Inc., Sunovion Pharmaceuticals Inc., Takeda Pharmaceuticals U.S.A., Inc.: Consultancy, Other: Julie Heroux is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations. Zhdanava:AbbVie Inc., Genentech, Inc., Merck Frosst Canada, Novartis Pharmaceuticals Corporation,Shire Pharmaceuticals Inc., Takeda Pharmaceuticals U.S.A., Inc.: Consultancy, Other: Maryia Zhdanava is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations. Wu:Molecular Insight Pharmaceuticals, Inc., Novartis Pharmaceuticals Corporation, Ortho McNeil Pharmaceuticals, Inc., Sanofi, Savient Pharmaceuticals, Inc., Shire Pharmaceuticals Inc.,: Consultancy, Other: Eric Q Wu is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations; Takeda Global Research & Development Center, Inc., Takeda Pharmaceuticals U.S.A., Inc., TAP Pharmaceutical Products, Inc., Vertex Pharmaceuticals Incorporated: Consultancy, Other: Eric Q Wu is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations; Janssen Pharmaceutica, Inc., Janssen Scientific Affairs, LLC, Lilly Research Laboratories, McNeil Consumer & Specialty Pharmaceuticals, MedImmune, LLC, Melinta Therapeutics, Inc., Millennium Pharmaceuticals, Inc.,: Consultancy, Other: Eric Q Wu is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations; Celgene Corporation, Centocor Ortho Biotech, Cephalon, Inc., ConvaTec Inc., Corus Pharma, Inc., Eli Lilly & Company, Eli Lilly & Company, Ethicon, Inc., Forest Laboratories, Inc., Genentech, Inc., GlaxoSmithKline, Janssen Global Services, LLC,: Consultancy, Other: Eric Q Wu is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations; AbbVie Inc., Alcon Laboratory, Astellas Pharma Inc., Astellas Pharma US, Inc., AstraZeneca, Barger & Wolen LLP, Bayer Healthcare Pharmaceuticals, LLC, Biosense Webster, Inc., Blue Cross Blue Shield Association, Boehringer Ingelheim, Bristol-Myers Squibb C: Consultancy, Other: Eric Q Wu is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations. Thomas:Novartis: Employment. Chen:Novartis Pharmaceuticals Corporation: Employment, Equity Ownership, Other: Lei Chen is an employee of and owns stocks/options of Novartis Pharmaceuticals Corporation, the sponsor of this study.

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)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.020
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.003
Bibliometrics0.0020.004
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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.

Opus teacher head0.012
GPT teacher head0.250
Teacher spread0.239 · 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 designObservational
Domainnot available
GenreEmpirical

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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Citations2
Published2015
Admission routes1
Has abstractyes

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