We use cookies to improve your experience. By continuing to browse this site, you accept our cookie policy.×
Skip main navigation
Aging Health
Bioelectronics in Medicine
Biomarkers in Medicine
Breast Cancer Management
CNS Oncology
Colorectal Cancer
Concussion
Epigenomics
Future Cardiology
Future Medicine AI
Future Microbiology
Future Neurology
Future Oncology
Future Rare Diseases
Future Virology
Hepatic Oncology
HIV Therapy
Immunotherapy
International Journal of Endocrine Oncology
International Journal of Hematologic Oncology
Journal of 3D Printing in Medicine
Lung Cancer Management
Melanoma Management
Nanomedicine
Neurodegenerative Disease Management
Pain Management
Pediatric Health
Personalized Medicine
Pharmacogenomics
Regenerative Medicine
Research ArticleOpen Accesscc iconby iconnc iconnd icon

Economic burden in US patients with newly diagnosed acute myeloid leukemia receiving intensive induction chemotherapy

    ,
    Russell L Knoth

    Bristol Myers Squibb, Princeton, NJ 08540, USA

    ,
    Ronda Copher

    Bristol Myers Squibb, Princeton, NJ 08540, USA

    ,
    Zhun Cao

    Premier Inc., Charlotte, NC 28277, USA

    ,
    Craig Lipkin

    Premier Inc., Charlotte, NC 28277, USA

    , &
    Thomas W LeBlanc

    *Author for correspondence: Tel.: +1 919 668 2115;

    E-mail Address: thomas.leblanc@duke.edu

    Duke University School of Medicine, Durham, NC 27705, USA

    Published Online:https://doi.org/10.2217/fon-2022-0706

    Abstract

    Aim: This retrospective, observational study assessed healthcare resource utilization (HCRU) and costs for newly diagnosed acute myeloid leukemia (AML) patients receiving intensive induction chemotherapy. Materials & methods: Adult AML patients with inpatient hospitalization or hospital-based outpatient visit receiving intensive induction chemotherapy (CPX-351 or 7 + 3 treatments) were identified from the Premier Healthcare Database (US). Results: All 642 patients had inpatient hospitalizations (median number = 2; median length of stay = 16 days); 22.4% had an ICU admission. Median total outpatient hospital cost was US$2904 per patient, inpatient hospital cost was $83,440 per patient, and ICU cost was $16,550 per patient. Discussion: In the US hospital setting, substantial HCRU and costs associated with intensive induction chemotherapy for AML were driven by inpatient hospitalizations.

    Tweetable abstract

    A retrospective study in the US hospital setting, identified substantial healthcare resource utilization and costs associated with intensive induction chemotherapy for AML, driven by inpatient hospitalizations.

    Acute myeloid leukemia (AML) is a rare malignancy with a poor prognosis [1]. In the United States, in 2020, the incidence rate of AML was estimated at 4.3 per 100,000 individuals, and the death rate was approximately 2.8 per 100,000 individuals [1]. AML is most frequently diagnosed in individuals aged 65–74 years, with a median age at diagnosis of 68 years and the median age at death of 73 years [1]. While sometimes curable, overall outcomes in AML are poor, and most older patients with AML will die from this disease [2].

    The current standard of care for AML consists of induction chemotherapy to reduce the leukemic burden and produce complete remission, followed by consolidation therapy to eradicate residual disease and maintain remission. Standard induction therapy consists of cytarabine and anthracycline, while post-remission therapy comprises consolidation chemotherapy alone, hematopoietic stem cell transplantation (HSCT) alone, or consolidation chemotherapy followed by HSCT [3]. Recent clinical trials suggest that maintenance therapy with injectable or oral azacitidine for patients with AML who have achieved complete remission after intensive induction chemotherapy may extend disease-free survival compared with no further treatment and best supportive care [4–8]. Oral azacitidine is the only maintenance treatment to show an overall survival benefit in this population [9]. Despite improvements in available treatment options, most patients (50–80%) eventually relapse following induction and/or post-remission therapies [9,10] and 5-year survival post-relapse is low, at approximately 10% [11].

    Retrospective claims analyses indicate that AML is associated with substantial healthcare resource utilization (HCRU) and costs in the USA [12–16], where costs of each treatment episode across the course of the disease were estimated to range from US$145,189 to $198,657 for induction therapy, $28,137 to $73,428 for consolidation, with the cost of HSCT ranging from $219,973 to $329,621 [15,16]. Inpatient hospitalization costs are the primary cost drivers in newly diagnosed AML, as patients remain hospitalized until blood cell count recovery following completion of chemotherapy, which requires continuous patient monitoring and rapid treatment of adverse events [15,17,18]. Outpatient and emergency department (ED) visits are also common; an estimated 70%–75% of patients with newly diagnosed AML may have ≥1 unplanned ED visit or hospitalization and nearly all may have outpatient days [14,18]. High-intensity therapies for AML carry a risk of complications requiring intensive care unit (ICU)-level care, and a quarter of all patients with AML are admitted to the ICU [19].

    Characterizing hospital-based HCRU and costs in patients with newly diagnosed AML is important for understanding the burden of AML subsequent to diagnosis and the potential healthcare system benefits of existing and future therapies for AML. Previous studies have used adjudicated claims data to estimate the economic burden among patients with newly diagnosed AML in the US [12,14,17]. Adjudicated claims data correspond to payment for health services delivered by healthcare providers and facilities. Adjudicated claims data may underestimate HCRU and costs, as they reflect reimbursement and only represent the amount an insurance company pays. Adjudicated claims data are dependent on patient cost-sharing requirements, such as deductibles, co-payments, and co-insurance amounts, and they lack information on claim rejections or denials of healthcare costs [20]. Electronic healthcare databases fill evidence gaps left by adjudicated claims data, as they offer more accurate and complete information on the HCRU and costs incurred in real-world clinical practice [21]. Electronic healthcare databases contain patient-centered records that include medical and treatment histories and clinical data [22]. Electronic healthcare databases provide extensive, unbiased data reflecting medical care in the general population, representing robust evidence- and population-based research tools [21].

    The objective of this study was to utilize clinical and billing data from a large hospital administrative database to comprehensively assess HCRU and costs for patients with newly diagnosed AML receiving intensive induction chemotherapy in the USA.

    Materials & methods

    Data source

    This study used data from the PINC AI™ Healthcare Database (PHD) (formerly known as Premier Healthcare Database) a hospital administrative database, to identify patients with newly diagnosed AML. The PHD is a large, US hospital-based, service-level, geographically diverse, all-payer database that contains administrative, HCRU, and cost data from patient encounters at 1164 contributing hospitals/healthcare systems. Inpatient admissions include over 135 million visits, representing approximately 25% of annual inpatient admissions in the USA. Hospital characteristics, including bed capacity, urban and rural populations served, and teaching status, are recorded in the PHD for the four geographic regions and their respective divisions defined by the US census. The PHD charge master can be used to determine costs (fixed and variable) to a hospital or to a patient's health insurance provider, including hospital services, medical procedures, equipment fees, supplies, drugs, and diagnostic evaluations, as well as days of services delivered and billed [23]. The PHD is an ideal source for studies in patients with newly diagnosed AML, as they undergo hospitalization during induction chemotherapy and may have unplanned ED visits and hospitalizations within the first year of treatment [3].

    Study design

    This was a retrospective, observational study that assessed HCRU and costs among patients with newly diagnosed AML who received intensive induction chemotherapy. The index date was the date of the first hospitalization/visit with a diagnosis of AML. The pre-index period was the 2 years prior to the index date. The follow-up period from the index date was of variable length, as patients were followed until death, relapse, or last known follow-up, whichever was first. The study period was from 1 July 2014 to 30 September 2019 (Figure 1). A subgroup analysis was conducted in patients who received HSCT on or after the end of the first intensive chemotherapy treatment.

    Figure 1. Study design.

    AML: Acute myeloid leukemia.

    Patient population

    The study included patients aged ≥18 years, with an inpatient hospitalization or hospital-based outpatient visit between 1 January 2016, and 31 March 2019, with an AML diagnosis (International Classification of Diseases, tenth edition, clinical modification [ICD-10-CM] diagnosis codes: C92.00, C92.40, C92.50, C92.60, C92.A0), who received CPX-351 or 7 + 3 treatments within 30 days of the index admission, and had ≤280 days from the end of the first induction treatment to remission. This time frame was selected as it allowed inclusion of 93.3% of identified patients. Patients with an AML diagnosis or with a HSCT during the pre-index period were excluded.

    Study measures

    Patient demographic and clinical characteristics at the index admission, hospital characteristics at the index admission, and hospital-based HCRU and costs between the index date through the end of the follow-up period were assessed (Supplementary Table 1). Chemotherapy-related adverse events were identified by specific ICD-10 codes during the follow-up period.

    Patient demographic and clinical characteristics at the index admission included age (groups: 18–44, 45–64, ≥65), sex, race (White, Black, other), primary healthcare coverage payer type (Medicare, Medicaid, commercial, other), Charlson Comorbidity Index (CCI), and individual comorbid conditions in CCI. Time from the end of first induction chemotherapy to remission, and from remission to relapse were recorded.

    Hospital characteristics at the index admission included urbanicity, teaching status, geographic region, and bed capacity (grouped as ≤99, 100–199, 200–299, 300–499 and ≥500). Admission type (elective, emergency, trauma center, urgent, other/unknown) and discharge disposition (death, home, hospice, transferred to another healthcare facility, other/unknown) were recorded for each patient visit.

    HCRU and costs included total number of outpatient service days per patient, number of inpatient hospitalizations per patient (identified by the principal and/or secondary diagnosis for the admission), inpatient length of stay (LOS) per hospitalization, total inpatient LOS per patient, number of ICU admissions per patient, LOS per ICU admission, total ICU LOS per patient, outpatient hospital costs per visit, total outpatient hospital costs per patient, inpatient hospital costs per hospitalization, total inpatient hospital costs per patient, ICU costs per admission, total ICU costs per patient, and total hospital costs.

    Outcomes for patients with HSCT included time from end of first chemotherapy treatment cycle to HSCT, from remission to HSCT, and hospital costs for HSCT visit.

    Data analyses

    Patient demographics, baseline clinical characteristics, inpatient hospitalizations, ICU admissions, outpatient days, and costs were summarized using unadjusted descriptive analyses. Mean and standard deviation (SD) or median and interquartile range (25th-75th percentiles) for continuous variables, and summed counts and percentages for categorical variables were calculated.

    Results

    Patient attrition

    The study included 642 patients with newly diagnosed AML who received an intensive induction regimen (e.g., liposomal daunorubicin and cytarabine/CPX-351 or 7 + 3 equivalents) (Figure 2).

    Figure 2. Patient attrition.

    AML: Acute myeloid leukemia; HSCT: Hematopoietic stem cell transplant.

    Patient demographics & characteristics

    Mean (median) patient age was 53.7 (56.0) years, 53.1% (n = 341) of patients were male, and 78.2% (n = 502) identified as White. Most patients, 47.2% (n = 303) had commercial insurance, 26.8% (n = 172) had Medicare, 17.6% (n = 113) had Medicaid, and 8.4% (n = 54) had other primary healthcare coverage. Patients had a mean (SD) CCI of 3.5 (2.2). The median (25th-75th percentiles) time from the end of first chemotherapy treatment cycle to remission was 58 (40–90) days, and the median (25th-75th percentiles) time from remission to relapse was 274 (141–389) days (Table 1).

    Table 1. Patient demographics & clinical characteristics.
    Demographics/characteristicsPatients (n = 642)
    Age, mean ± SD, years (median)53.7 ± 14.4 (56.0)
      18–44, n (%)172 (26.8)
      45–64, n (%)301 (46.9)
      ≥65, n (%)169 (26.3)
    Sex, n (%) 
      Female301 (46.9)
      Male341 (53.1)
    Race, n (%) 
      White502 (78.2)
      Other83 (12.9)
      Black57 (8.9)
    Primary payer, n (%) 
      Commercial303 (47.2)
      Medicare172 (26.8)
      Medicaid113 (17.6)
      Other54 (8.4)
    CCI score, mean ± SD3.5 ± 2.2
      2–3, n (%)454 (70.7)
      4+188 (29.3)
    Individual conditions in CCI, n (%) 
      Diabetes with and without chronic complications152 (23.7)
      Chronic pulmonary disease99 (15.4)
      Congestive heart failure60 (9.4)
    Time from end of first chemo treatment cycle to remission, mean ± SD, days (median)72.0 ± 46.9 (58)
    Time from remission to relapse, mean ± SD, days (median)293 ± 214.2 (274)

    †n = 203.

    CCI: Charlson comorbidity index; SD: Standard deviation.

    Hospital & admission characteristics

    Patients were treated in 129 hospitals across the nation. Among all patients, 95.8% (n = 615) were treated in urban hospitals and 72.6% (n = 466) were treated in teaching hospitals. Most patients were treated in hospitals located in the Atlantic (38.5%, n = 247) and Central 42.4% (n = 272) regions, and 64.3% were treated in hospitals with ≥500 bed capacity (n = 413). The index hospital admission type was emergency in 257 patients (40%) and urgent in 258 patients (40.2%), and 597 patients were discharged home (93%) at index (Table 2).

    Table 2. Hospital and admission characteristics.
    Hospital/admission characteristicsPatients (n = 642)
    Number of hospitals129
    Urbanicity, n (%)
      Urban615 (95.8)
      Rural27 (4.2)
    Teaching status, n (%)
      Teaching466 (72.6)
      Non-teaching176 (27.4)
    Region, n (%)
      Atlantic247 (38.5)
      Central272 (42.4)
      Pacific73 (11.4)
      Mountain28 (4.4)
      New England22 (3.4)
    Bed capacity, n (%)
      ≤990 (0.0)
      100–19918 (2.8)
      200–29962 (9.7)
      300–499149 (23.2)
      500+413 (64.3)
    Admission type, n (%)
      Elective116 (18.1)
      Emergency257 (40.0)
      Trauma center1 (0.16)
      Urgent258 (40.2)
      Other/unknown12 (1.9)
    Discharge disposition, n (%)
      Expired1 (0.16)
      Home597 (93.0)
      Hospice0 (0.0)
      Transferred to another healthcare facility25 (3.9)
      Other/unknown18 (2.8)

    Adverse events

    The most frequently reported adverse events were: 47.2% pyrexia (n = 303), 39.9% neutropenia (n = 256), 28% sepsis (n = 180), 24.3% pneumonia (n = 156), and 17.9 % fungal infection (n = 115) (Table 3).

    Table 3. Adverse events.
    Adverse event, n (%)Patients (n = 642)
    Pyrexia303 (47.2)
    Neutropenia256 (39.9)
    Sepsis180 (28.0)
    Pneumonia156 (24.3)
    Fungal infection115 (17.9)
    Thrombocytopenia101 (15.7)
    Hyperlipidemia94 (14.6)
    Anemia91 (14.2)
    Cellulitis83 (12.9)
    Acute upper respiratory tract infection68 (10.6)
    Urinary tract infection52 (8.1)
    GI bleed49 (7.6)
    Asthenia33 (5.1)
    Clostridium Difficile21 (3.3)
    Leukopenia15 (2.3)
    Influenza12 (1.9)
    Herpes4 (0.6)
    Neoplastic fatigue4 (0.6)
    GvHD3 (0.5)
    Hepatic disease2 (0.3)
    Hypotension2 (0.3)
    Diabetes1 (0.2)
    Hypertension1 (0.2)
    Stroke1 (0.2)
    Renal disease0 (0.0)
    SOS/VOD0 (0.0)

    GI: Gastrointestinal; GvHD: Graft vs host disease; SOS: Sinusoidal obstructive syndrome; VOD: Veno-occlusive disease.

    HCRU

    A total of 385 (60%) patients had outpatient service days at a Premier facility, and the median (25th-75th percentiles) number of outpatient service days per patient was 3 (1–6). All patients (100%) had an inpatient hospitalization, and the median (25th-75th percentiles) number of inpatient hospitalizations per patient was 2 (2–3), with a median (25th-75th percentiles) LOS per inpatient hospitalization of 16 (13–21) days. A total of 144 (22.4%) patients had an ICU admission, and the median (25th-75th percentiles) number of ICU admissions per patient was 1 (1–1), with a median (25th-75th percentiles) LOS per ICU admission of 3 (2–8) days, and a total ICU LOS of 3 (2–9) days (Figure 3 and Table 4).

    Table 4. Healthcare resource utilization.
    HCRUMedian (IQR)Mean (SD)
    Outpatient HCRU
      n = 385  
      Number of outpatient service days per patient3 (1–6)5.1 (6.9)
    Inpatient HCRU
      n = 642  
      Number of inpatient hospitalizations per patient2 (2–3)2.6 (1.3)
      LOS per hospitalization, days16 (13–21)18.2 (9.7)
      Total LOS per patient, days37 (31–47)41.2 (15.8)
    ICU HCRU
      n = 144  
      Number of ICU admissions per patient1 (1–1)1.2 (0.7)
      LOS per ICU admission, days3 (2–8)6.4 (8.1)
      Total LOS per patient, days3 (2–9)8.1 (11.3)

    HCRU: Healthcare resource utilization; ICU: Intensive care unit; IQR: Interquartile range; LOS: Length of stay; SD: Standard deviation.

    Figure 3. Healthcare resource utilization.

    (A) Type. (B) LOS.

    HCRU: Healthcare resource utilization; ICU: Intensive care unit; LOS: Length of stay.

    Costs

    The median (25th-75th percentiles) cost per outpatient hospital visit was $1,083 ($481–$2,189), and the median (25th-75th percentiles) total outpatient hospital cost was $2,904 ($1,054–$7,217) per patient. The median (25th-75th percentiles) cost per inpatient hospitalization was $34,558 ($25,419–$49,460), and median (25th-75th percentiles) total inpatient hospital cost was $83,440 ($63,067–$113,985) per patient. The median (25th-75th percentiles) cost per ICU visit was $15,771 ($7,209–$27,564), and the median (25th-75th percentiles) ICU cost was $16,550 ($7,368–$36,968) per patient (Table 5 and Figure 4).

    Figure 4. Healthcare costs.

    ICU: Intensive care unit; USD: United States dollar.

    Table 5. Costs.
    CostsMedian (IQR)Mean (SD)
    Outpatient hospital costs
      n = 385  
      Per visit$1,082.81 ($481.29–$2,189.39)$2,193.14 ($7,818.68)
      Total per patient$2,904.45 ($1,054.23–$7,216.74)$8,390.79 ($38,277.50)
    Inpatient hospital costs
      n = 642  
      Per hospitalization$34,557.68 ($25,418.99–$49,460.14)$42,602.01 ($32,068.07)
      Total per patient$83,439.90 ($63,067.00–$113,984.56)$93,135.99 ($48,223.99)
    ICU costs
      n = 144  
      Per visit$15,771.44 ($7,208.78–$27,564.24)$25,424.42 ($29,124.93)
      Total per patient$16,550.24 ($7,367.98–$36,967.73)$29,656.05 ($33,488.60)
    Total hospital costs (n = 642)$86,584.27 ($64,095.97–$118,778.24)$98,154.78 ($58,716.82)

    ICU: Intensive care unit; IQR: Interquartile range; SD: Standard deviation.

    HCRU & costs for patients with HSCT

    Overall, 92 patients received HSCT. Median (25th-75th percentiles) time from end of first chemotherapy treatment cycle to HSCT was 112 (88–164) days. Median (25th-75th percentiles) time from remission to HSCT was 54 (1–110) days. Median (25th-75th percentiles) total hospital cost for an HSCT visit was $113,638 ($88,547–$183,480) per patient (Table 6).

    Table 6. Healthcare resource utilization and cost for patients with hematopoietic stem cell transplant.
    Outcome (n = 92)Median (IQR)Mean (SD)
    Time from end of first chemo treatment cycle to HSCT (days)112 (88–164)179.3 (173.5)
    Time from remission to HSCT (days)54 (1–110)110.8 (164.9)
    Total hospital costs for HSCT visit$113,638.24 ($88,547.34–$183,480.44)$150,653.51 ($104,225.77)

    HSCT: Hematopoietic stem cell transplant; IQR: Interquartile range; SD: Standard deviation.

    Discussion

    This retrospective analysis used hospital-level data available in the PHD to provide a comprehensive understanding of the hospital-based HCRU and costs in patients with newly diagnosed AML who received intensive induction chemotherapy in the USA. All patients required inpatient hospitalization, and 60% of patients had outpatient service days. Median total hospital cost was $86,584 per patient. The driving cost component was inpatient hospitalization, including median inpatient costs of $34,558 per hospitalization and median total inpatient costs of $83,440 per patient. Median ICU costs were $15,771 per ICU visit, and median total ICU costs were $16,550 per patient. HCRU and costs were highest among patients with newly diagnosed AML who received subsequent HSCT.

    The PHD is a comprehensive electronic hospital administrative database that reflects the state of hospital clinical practice in the general US population [23]. The database permitted the creation of a group of patients with newly diagnosed AML who received intensive induction chemotherapy. Evidence derived from real-world data sources such as electronic health records and administrative claims data is increasingly used to improve clinical care delivery in real-world settings [24]. The real-world evidence generated from this study may be used to inform decision-making on HCRU management for this patient population.

    The data source used in the present study differentiates it from prior studies in this area, which have used conventional adjudicated claims-based datasets [12–14,17] and may not accurately represent HCRU and costs in patients with newly diagnosed AML. The PHD includes information on billed services, while adjudicated claims have been evaluated for payment of benefits. In a retrospective claims analysis of the Surveillance, Epidemiology, and End Results-Medicare database (1997–2007), newly diagnosed AML patients accrued $74,177 more in costs than non-AML patients. Hospitalizations accounted for 74% of the total costs [17]. In a retrospective analysis of MarketScan claims databases (2007–2011), patients receiving chemotherapy alone had a mean of four hospitalizations, 52.9 inpatient days, and 52.4 outpatient visits, and those receiving allogeneic hematopoietic cell transplantation (alloHCT) had five hospitalizations, 92.5 inpatient days, and 74.5 outpatient visits during the 12 months after an AML diagnosis. Adjusted mean annual costs of inpatient and outpatient visit-days were $280,788 for patients who received chemotherapy and $544,178 for patients who received alloHCT [13]. In a retrospective analysis of MarketScan claims databases (2009–2015), average in-patient, outpatient, and ED expenditures among patients with AML who were treated at diagnosis and achieved remission were $182,672, $22,430, and $613, respectively, with $20,854 in other outpatient services expenditures [14]. A retrospective observational study using the IMS Health PharMetrics Plus and IMS Hospital Charge Detail Master databases (2007–2016) reported that the mean total costs per commercially insured patient were $386,077 in patients who received treatment (chemotherapy/HSCT), with 60% of total costs ($231,867 per patient) incurred during the initial health state, which represented time without remission/relapse [12].

    While informative, the hospital HCRU and costs reported in these prior studies were primarily representative of reimbursements paid to hospitals for commercially insured patients. Our study was designed to provide a more accurate representation of the hospital-based HCRU and costs incurred by patients with newly diagnosed AML who received intensive induction chemotherapy in the USA. Data were derived from the PHD, a large US all-payer, hospital-based healthcare database that provides a complete census of inpatients from geographically diverse hospitals and contains a day of service-stamped log of billed items, including procedures, medications, and laboratory, diagnostic, and therapeutic services at the individual patient level [23]. Study eligibility criteria definitively guided the selection of patients with newly diagnosed AML who received standard of care with standard intensive induction regimens (i.e., 7 + 3 or CPX-351 regimens). HCRU and costs were assessed for variable follow-up following the index date, facilitating a comprehensive understanding of HCRU and costs until remission or relapse. Median age of patients in this study was 56 years, which is consistent with their eligibility for high dose induction chemotherapy [25] but in contrast to statistics that identify the national average age at first diagnosis of AML as 68 years [26].

    Findings from our study demonstrated that the majority of patients with newly diagnosed AML who received intensive induction chemotherapy were treated in the urban setting in large hospitals (≥500 bed capacity). Most patients receiving induction therapy in the USA are housed in non-critical care units in academic centers. Previous reports confirm that center type impacts outcomes in patients with AML [27–31]. Data from the Nationwide Inpatient Sample database (2009–2011) showed mortality rates in a matched cohort of patients with AML admitted for chemotherapy (induction or consolidation) at high-volume versus low-volume centers were 1.59% versus 4.07%, respectively [28]. An analysis using the PHD (2010–2017) demonstrated that lower hospital volume compared with high volume was associated with in-hospital death or discharge to a hospice in patients treated with cytarabine-anthracycline-based intensive induction chemotherapy during their first inpatient stay for AML [31]. Data from the National Cancer Database (2003–2011) showed worse 1-month mortality in patients with AML who received their first course of treatment at nonacademic (e.g., community cancer program, comprehensive community cancer program) versus academic centers [27]. The volume-outcome relationship in AML may be attributed to better diagnostics, therapies, and management of complications, and improved healthcare provider experience, adherence to treatment guidelines, and ancillary staff and services at high-volume/academic centers compared with low-volume/community centers [30]. Taken together, these findings demonstrate that newly diagnosed AML is a disease requiring complex management and that patients need access to healthcare resources more readily available at high-volume/academic centers compared with low-volume/community centers.

    Similar to previous findings, our study found that newly diagnosed AML is associated with high HCRU and costs, with inpatient stays as the primary cost driver [15,17,18]. As novel, less toxic therapies are developed and improvements in supportive care are introduced, early discharge of select patients after induction chemotherapy and/or the management of induction therapy administration in the outpatient setting may reduce healthcare costs and improve quality of life among patients with newly diagnosed AML receiving induction chemotherapy [32–34]. A pilot study conducted to explore the safety and feasibility of intensive initial or salvage induction chemotherapy administered in the outpatient setting for patients with AML and high-risk myelodysplastic syndrome with no significant organ dysfunction and low risk of early death found that complete outpatient induction chemotherapy is feasible, and a successful implementation requires a multidisciplinary team-based approach [32]. Among patients in our study, high rates of neutropenia, sepsis, pneumonia and fungal infections were identified. These hematologic adverse events can carry an increased probability of hospital readmission and may pose a significant barrier to widespread implementation of early hospital discharge and outpatient induction chemotherapy [35,36].

    In our study, patients with newly diagnosed AML who received subsequent HSCT had high HCRU and costs. Implementing maintenance therapy may ultimately lower the overall economic burden of AML. In patients with AML who achieve complete remission following induction therapy and who are not candidates for HSCT, effective, well-tolerated maintenance therapy may reduce the risk of relapse [9]. Notably, maintenance therapy has been associated with lower HCRU than placebo among patients with de novo or secondary AML in first remission who were not candidates for HSCT [37].

    This study has several limitations, including those inherent to any observational retrospective study. First, this study relied on accurate and complete diagnosis data, procedure coding, and similar cost accounting methods between hospitals. Clinical details, such as laboratory test results, are not available for all patients in the PHD. Second, diagnosis codes were used to identify AML diagnoses. As there is no specific date associated with a diagnosis code, we used a proxy of the AML diagnosis date based on the admission or discharge date. Patients could have been treated in clinics that were not affiliated with the hospitals; therefore, the actual AML diagnosis date could have differed from what was identified in the hospitals. Third, patients could only be followed if they were treated in the same hospital; therefore, it was not possible to examine previous medical history for the patients if they had been treated in other hospitals or physicians' offices. Fourth, patients may have been lost to follow-up due to switching to a different healthcare provider. Last, the study only captured medications received during inpatient hospital admissions and did not include prescriptions filled in pharmacies.

    Conclusion

    In the US hospital setting, HCRU and costs for patients with newly diagnosed AML who receive intensive induction chemotherapy are substantial, and primarily driven by lengthy inpatient stays. The majority of patients received treatment at large teaching hospitals in the urban setting, demonstrating the high intensity of care needed by this patient population. Novel treatment options that reduce hospitalization rates among patients newly diagnosed with AML who have received intensive induction chemotherapy may alleviate some of the economic burden of AML.

    Summary points
    • This retrospective, observational study used clinical and billing data from the PINC AI™ Healthcare Database, a large hospital administrative database, to assess healthcare resource utilization (HCRU) and costs for patients with newly diagnosed acute myeloid leukemia (AML) receiving intensive induction chemotherapy in the USA.

    • 47.2% patients had commercial insurance, and most (95.8%) patients were treated in urban hospitals.

    • Most patients (60%) had outpatient service days at a Premier facility (median [25th–75th percentiles] 3 [1–6] outpatient service days per patient), inpatient hospitalization was required by all patients (2 [2–3] inpatient hospitalizations per patient), and 22.4% of patients needed intensive care unit (ICU) admission (1 [1–1] ICU admissions per patient).

    • The median (25th–75th percentiles) cost per outpatient visit was US$1,083 ($481–$2,189), and the total outpatient hospital cost was $2,904 ($1,054–$7,217) per patient; the median (25th-75th percentiles) inpatient hospitalization cost was $34,558 ($25,419–$49,460), and the total inpatient hospital cost was $83,440 ($63,067–$113,985) per patient; the median (25th–75th percentiles) cost per ICU admission visit was $15,771 ($7,209–$27,564), and the total ICU cost was $16,550 ($7,368–$36,968) per patient.

    • 92 patients received hematopoietic stem cell transplantation (HSCT) 112 (88–164) days after the end of the first intensive chemotherapy treatment cycle, and remission occurred 54 (1–110) days after HSCT; median (25th–75th percentiles) total hospital cost for an HSCT visit was $113,638 ($88,547–$183,480) per patient.

    • HCRU and costs for patients with newly diagnosed AML who receive intensive induction chemotherapy are substantial, with inpatient stays primarily driving costs; patients who received subsequent HSCT had high HCRU and costs, highlighting the potential benefits of maintenance therapy, which may lower the economic burden of AML.

    • Patients with newly diagnosed AML need access to healthcare resources that are more readily available at high-volume/academic centers than low-volume/community centers.

    • Prior studies reporting HCRU and costs for patients with newly diagnosed AML used conventional adjudicated claims-based datasets; the present study used information on billed services and more accurately represents the economic burden in this patient population.

    • Novel treatment options that reduce hospitalization rates among patients newly diagnosed with AML who have received intensive induction chemotherapy may alleviate some of the economic burden of AML.

    Supplementary data

    To view the supplementary data that accompany this paper please visit the journal website at: www.futuremedicine.com/doi/suppl/10.2217/fon-2022-0706

    Acknowledgments

    The study was sponsored by Bristol Myers Squibb. Medical writing support provided by Jane Kondejewski, PhD of SNELL Medical Communication Inc.

    Financial & competing interests disclosure

    Huggar D, Knoth RL, Copher R, and McBride A are employees of Bristol Myers Squibb and may own stock. Cao Z and Lipkin C are employees of Premier, Inc, which received payment from Bristol Myers Squibb to conduct the study. LeBlanc TW: Consultancy, Advisory board, Travel fees, Speakers Bureau, Research Funding and Patents & Royalties from AbbVie, Agios, AstraZeneca, Astellas, BMS/Celgene, Flatiron, Genentech, GSK, Jazz Pharmaceuticals, Pfizer, CareVive, Helsinn, American Cancer Society, Duke University, NINR/NIH and UpToDate. The authors have no other relevant affiliations or financial involvement with any organization or entity with a financial interest in or financial conflict with the subject matter or materials discussed in the manuscript apart from those disclosed.

    Medical writing support provided by Jane Kondejewski of SNELL Medical Communication Inc. and funded by Bristol Myers Squibb.

    Open access

    This work is licensed under the Attribution-NonCommercial-NoDerivatives 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/4.0/

    Papers of special note have been highlighted as: • of interest; •• of considerable interest

    References

    • 1. National Cancer Institute. Acute Myeloid Leukemia (AML): SEER 5–Year Relative Survival Rates, 2011–2017 (2021). https://seer.cancer.gov/explorer/application.html?site=96&data_type=4&graph_type=5&compareBy=age_range&chk_age_range_1=1&chk_age_range_9=9&chk_age_range_141=141&chk_age_range_157=157&series=9&sex=1&race=1&hdn_stage=101&advopt_precision=1&advopt_show_ci=on&advopt_display=2
    • 2. Isidori A, Cerchione C, Daver N et al. Immunotherapy in acute myeloid leukemia: where we stand. Front Oncol. 11, 656218 (2021).
    • 3. Wiese M, Daver N. Unmet clinical needs and economic burden of disease in the treatment landscape of acute myeloid leukemia. Am. J. Manag. Care 24(Suppl. 16), S347–S355 (2018).
    • 4. Wei AH. Maintenance therapy for AML: are we there yet? Blood 133(13), 1390–1392 (2019).
    • 5. Laille E, Shi T, Garcia-Manero G et al. Pharmacokinetics and pharmacodynamics with extended dosing of CC-486 in patients with hematologic malignancies. PLOS ONE 10(8), e0135520 (2015).
    • 6. Garcia-Manero G, Gore SD, Cogle C et al. Phase I study of oral azacitidine in myelodysplastic syndromes, chronic myelomonocytic leukemia, and acute myeloid leukemia. J. Clin. Oncol. 29(18), 2521–2527 (2011).
    • 7. Oliva EN, Candoni A, Salutari P et al. Azacitidine for post-remission therapy in elderly patients with acute myeloid leukemia: final results of the Qoless AZA-Amle randomized trial. Blood 134(Suppl. 1), 117 (2019).
    • 8. Huls G, Chitu DA, Havelange V et al. Azacitidine maintenance after intensive chemotherapy improves DFS in older AML patients. Blood 133(13), 1457–1464 (2019).
    • 9. Wei AH, Döhner H, Pocock C et al. QUAZAR AML-001 Trial Investigators. Oral azacitidine maintenance therapy for acute myeloid leukemia in first remission. N. Engl. J. Med. 383(26), 2526–2537 (2020).
    • 10. Medeiros BC, Chan SM, Daver NG, Jonas BA, Pollyea DA. Optimizing survival outcomes with post-remission therapy in acute myeloid leukemia. Am. J. Hematol. 94(7), 803–811 (2019).
    • 11. Ganzel C, Sun Z, Cripe LD et al. Very poor long-term survival in past and more recent studies for relapsed AML patients: the ECOG-ACRIN experience. Am. J. Hematol. 93(8), 1074–1081 (2018).
    • 12. Hagiwara M, Sharma A, Chung KC, Delea TE. Healthcare resource utilization and costs in patients with newly diagnosed acute myeloid leukemia. J. Med. Econ. 21(11), 1119–1130 (2018). •• This retrospective observational study investigating healthcare resource utilization (HCRU) and costs of managing patients with newly diagnosed acute myeloid leukemia (AML) showed that 60% of total costs were incurred during the initial treatment period, representing claims without remission/relapse.
    • 13. Preussler JM, Meyer CL, Mau LW et al. Healthcare costs and utilization for patients age 50 to 64 years with acute myeloid leukemia treated with chemotherapy or with chemotherapy and allogeneic hematopoietic cell transplantation. Biol. Blood Marrow Transplant. 23(6), 1021–1028 (2017).
    • 14. Irish W, Ryan M, Gache L, Gunnarsson C, Bell T, Shapiro M. Acute myeloid leukemia: a retrospective claims analysis of resource utilization and expenditures for newly diagnosed patients from first-line induction to remission and relapse. Curr. Med. Res. Opin. 33(3), 519–527 (2017).
    • 15. Stein EM, Bonifacio G, Latremouille-Viau D et al. Treatment patterns, healthcare resource utilization, and costs in patients with acute myeloid leukemia in commercially insured and Medicare populations. J. Med. Econ. 21(6), 556–563 (2018). •• This retrospective cohort study showed both commercially- and Medicare-insured patients with newly diagnosed AML incurred substantial healthcare costs, and these costs were primarily driven by inpatient care.
    • 16. Pandya BJ, Medeiros BC, Chen CC et al. Real-world occurrence of symptoms and toxicities and associated cost implications in acute myeloid leukemia (AML) treatment episodes: a retrospective database analysis in the US. Blood 130(Suppl. 1), 2118 (2017).
    • 17. Meyers J, Yu Y, Davis KL. Patient survival, health care utilization, and costs in medicare patients with acute myeloid leukemia compared to matched controls. Value in Health 15(4), PA214 (2012).
    • 18. Bryant AL, Deal AM, Walton A, Wood WA, Muss H, Mayer DK. Use of ED and hospital services for patients with acute leukemia after induction therapy: one year follow-up. Leuk. Res. 39(4), 406–410 (2015).
    • 19. Schellongowski P, Staudinger T, Kundi M et al. Prognostic factors for intensive care unit admission, intensive care outcome, and post-intensive care survival in patients with de novo acute myeloid leukemia: a single center experience. Haematologica 96(2), 231–237 (2011).
    • 20. Tyree PT, Lind BK, Lafferty WE. Challenges of using medical insurance claims data for utilization analysis. Am. J. Med. Qual. 21(4), 269–275 (2006).
    • 21. Corrao G, Mancia G. Generating evidence from computerized healthcare utilization databases. Hypertension 65(3), 490–498 (2015).
    • 22. Farmer R, Mathur R, Bhaskaran K, Eastwood SV, Chaturvedi N, Smeeth L. Promises and pitfalls of electronic health record analysis. Diabetologi. 61(6), 1241–1248 (2018).
    • 23. Premier Applied Sciences® Premier Inc. Premier Healthcare Database White Paper: data that informs and performs (2020). https://products.premierinc.com/downloads/PremierHealthcareDatabaseWhitepaper.pdf • The Premier Healthcare Database is a large, US hospital-based, service-level, all-payer database that contains information on inpatient discharges, primarily from geographically diverse non-profit, nongovernmental and community and teaching hospitals and health systems from rural and urban areas.
    • 24. Rudrapatna VA, Butte AJ. Opportunities and challenges in using real-world data for health care. J. Clin. Invest. 130(2), 565–574 (2020). • This review describes 21 potential uses for real-world data across various fields of health care.
    • 25. Appelbaum FR, Gundacker H, Head DR et al. Age and acute myeloid leukemia. Blood 107(9), 3481–3485 (2006).
    • 26. The American Cancer Society medical and editorial content team. About acute myeloid leukemia (AML). American Cancer Society (2019). www.cancer.org/cancer/acute-myeloid-leukemia/about.html (Accessed 19 August 2022).
    • 27. Bhatt VR, Shostrom V, Giri S et al. Early mortality and overall survival of acute myeloid leukemia based on facility type. Am. J. Hematol. 92(8), 764–771 (2017).
    • 28. Giri S, Pathak R, Aryal MR, Karmacharya P, Bhatt VR, Martin MG. Impact of hospital volume on outcomes of patients undergoing chemotherapy for acute myeloid leukemia: a matched cohort study. Blood 125(21), 3359–3360 (2015).
    • 29. Go RS, Bartley AC, Al-Kali A, Shah ND, Habermann EB. Effect of the type of treatment facility on the outcome of acute myeloid leukemia in adolescents and young adults. Leukemia 30(5), 1177–1180 (2016).
    • 30. Halpern AB, Walter RB. Practice patterns and outcomes for adults with acute myeloid leukemia receiving care in community vs academic settings. Hematology Am. Soc. Hematol. Educ. Program 2020(1), 129–134 (2020).
    • 31. Zeidan AM, Podoltsev NA, Wang X et al. Patterns of care and clinical outcomes with cytarabine-anthracycline induction chemotherapy for AML patients in the United States. Blood Adv. 4(8), 1615–1623 (2020).
    • 32. Mabrey FL, Gardner KM, Dorcy KS et al. Outpatient intensive induction chemotherapy for acute myeloid leukemia and high-risk myelodysplastic syndrome. Blood Adv. 4(4), 611–616 (2020). • This pilot safety and feasibility study showed that outpatient intensive induction chemotherapy for newly diagnosed, relapsed, or refractory AML and high-risk myelodysplastic syndrome is feasible, safe, and does not result in excessive utilization of blood products or other resources.
    • 33. Vaughn JE, Othus M, Powell MA et al. Resource utilization and safety of outpatient management following intensive induction or salvage chemotherapy for acute myeloid leukemia or myelodysplastic syndrome: a nonrandomized clinical comparative analysis. JAMA Oncol. 1(8), 1120–1127 (2015).
    • 34. Halpern AB, Howard NP, Othus M et al. Early hospital discharge after intensive induction chemotherapy for adults with acute myeloid leukemia or other high-grade myeloid neoplasm. Leukemia 34(2), 635–639 (2020).
    • 35. Halpern AB, Culakova E, Walter RB, Lyman GH. Association of risk factors, mortality, and care costs of adults with acute myeloid leukemia with admission to the intensive care unit. JAMA Oncol. 3(3), 374–381 (2017).
    • 36. Logan C, Koura D, Taplitz R. Updates in infection risk and management in acute leukemia. Hematology Am. Soc. Hematol. Educ. Program 2020(1), 135–139 (2020).
    • 37. Oliva EN, Kambhampati S, Oriol A et al. CC-486 reduces hospitalization and associated estimated costs in patients with acute myeloid leukemia (AML) in first remission after intensive chemotherapy: Results from the QUAZAR AML-001 Maintenance Trial. Blood 136(Suppl. 1), 14–15 (2020). •• A study of the rates of hospitalization and length of hospital stay in patients with AML in first remission after intensive chemotherapy showed that CC-486, an oral hypomethylating agent, was associated with significantly reduced exposure-adjusted risk of hospitalization and days in hospital compared with placebo, which could translate into substantial cumulative cost savings and economic benefits.