| Literature DB >> 22773126 |
N S Majhail1, L W Mau, E M Denzen, T J Arneson.
Abstract
There is a lack of multi-center cost-identification studies for hematopoietic cell transplantation (HCT). We used a single longitudinal administrative claims database representing a national, commercially insured population to evaluate the feasibility of identifying HCT recipients and to establish a cohort of autologous and allogeneic HCT recipients to study inpatient and outpatient direct medical costs from transplant hospitalization through first 100 days post-transplantation. Using ICD-9 procedure and diagnosis codes, we identified 3365 patients who had received their first transplant in the United States between 2007 and 2009 (autologous, 1678, allogeneic, 1320, graft source not specified, 367). The median 100-day total costs for autologous HCT were $99,899 (interquartile range (IQR), $73,914-140,555), and for allogeneic HCT were $203,026 (IQR, $141,742-316 ,426). The majority of costs (>75%) occurred during the initial transplant hospitalization for both autologous and allogeneic HCT recipients. Costs were greater among pediatric (< or =20 years) compared with adult (>20 years) recipients and this difference was more pronounced with allogeneic HCT. Using a claims database representing a national HCT population, we highlight the high costs associated with autologous and allogeneic HCT. Our study lays the foundation for using claims data for future research on economic aspects of HCT.Entities:
Mesh:
Year: 2012 PMID: 22773126 PMCID: PMC3469749 DOI: 10.1038/bmt.2012.133
Source DB: PubMed Journal: Bone Marrow Transplant ISSN: 0268-3369 Impact factor: 5.483
Figure 1Patient selection criteria.
International Classification of Disease, Ninth Revision (ICD-9) procedure codes used to identify hematopoietic cell transplant (HCT) recipients and ICD-9 codes of diagnoses considered
| Procedure | Procedure code |
|---|---|
| Allogeneic hematopoietic cell transplant | 41.02, 41.03, 41.05, 41.06, 41.08 |
| Autologous hematopoietic cell transplant | 41.01, 41.04, 41.07, 41.09 |
| Hematopoietic cell transplant, graft source not specified | 41.00 |
| Acute myeloid leukemia | 205.0x, 205.3x, 206.0x, 207.0x, 207.2x |
| Acute lymphoblastic leukemia | 204.0x |
| Myelodysplastic syndrome | 238.72, 238.73, 238.75 |
| Lymphoma | 196.xx, 200.xx, 201.xx, 202.xx |
| Multiple myeloma and plasma cell neoplasms | 203.xx, 277.3x |
| Chronic lymphocytic leukemia | 204.1x |
| Aplastic anemia | 284.xx |
| Sarcomas | 171.xx |
Patient demographics by transplant type
| Variable | Transplant Type | ||
|---|---|---|---|
| Autologous HCT | Allogeneic HCT | Not Specified | |
| Sample size | 1678 | 1320 | 367 |
| Year of transplant, N (%) | |||
| 2007 | 485 (28.9) | 400 (30.3) | 148 (40.3) |
| 2008 | 566 (33.7) | 414 (31.4) | 209 (56.9) |
| 2009 | 627 (37.4) | 506 (38.3) | 10 (2.7) |
| Age in years, median (range) | 55 (<1–91) | 50 (<1–77) | 50 (<1–85) |
| Age in years, N (%) | |||
| ≤20 | 132 (7.9) | 221 (16.7) | 49 (13.4) |
| 21–40 | 180 (10.7) | 231 (17.5) | 54 (14.7) |
| 41–60 | 892 (53.2) | 652 (49.4) | 189 (51.5) |
| > 60 | 474 (28.3) | 216 (16.4) | 75 (20.4) |
| Gender, N (%) | |||
| Male | 989 (58.9) | 743 (56.3) | 190 (51.8) |
| Female | 689 (41.1) | 577 (43.7) | 177 (48.2) |
| Diagnosis, N (%) | |||
| Acute myeloid leukemia | 39 (2.3) | 433 (32.8) | 43 (11.7) |
| Acute lymphoblastic leukemia | 6 (<1) | 179 (13.6) | 21 (5.7) |
| Myelodysplastic syndrome | 5 (<1) | 111 (8.4) | 3 (<1) |
| Lymphoma | 595 (35.5) | 187 (14.2) | 67 (18.3) |
| Multiple myeloma | 791 (47.1) | 47 (3.6) | 68 (18.5) |
| Chronic lymphocytic leukemia | 1 (<1) | 64 (4.9) | 8 (2.2) |
| Aplastic anemia | 4 (<1) | 33 (2.5) | 3 (<1) |
| Other | 237 (14.1) | 266 (20.2) | 154 (42.0) |
| Geographic region of transplant center, N (%) | |||
| New England | 43 (2.6) | 49 (3.7) | 11 (3.0) |
| Middle Atlantic | 118 (7.0) | 85 (6.4) | 22 (6.0) |
| East North Central | 467 (27.8) | 349 (26.4) | 87 (23.7) |
| West North Central | 103 (6.1) | 92 (7.0) | 18 (4.9) |
| South Atlantic | 242 (14.4) | 166 (12.6) | 78 (21.3) |
| East South Central | 36 (2.2) | 22 (1.7) | 18 (4.9) |
| West South Central | 322 (19.2) | 295 (22.3) | 66 (18.0) |
| Mountain | 53 (3.2) | 37 (2.8) | 7 (1.9) |
| Pacific | 165 (9.8) | 125 (9.5) | 27 (7.4) |
| Unknown | 129 (7.7) | 100 (7.6) | 33 (9.0) |
Graft source could not be ascertained from claims data
Includes patients with at least 100 days followup (date of transplant prior to 09/22/2009)
States in the geographic regions are New England (ME, NH, VT, MA, RI, CT), Middle Atlantic (NY, PA, NJ), East North Central (WI, MI, IL IN, OH), West North Central (MO, ND, SD, NE, KS, MN, IA), South Atlantic (DE, MD, DC, VA, WV, NC, SC, GA, FL), East South Central (KY, TN, MS, AL), West South Central (OK, TX, AR, LA), Mountain (ID, MT, WY, NV, UT, CO, AZ, NM), and Pacific (AK, WA, OR, CA, HI)
Medical costs and resource utilization from date of transplant hospitalization to day 100 post-transplantation
| Cost category | Transplant Type | ||
|---|---|---|---|
| Autologous HCT | Allogeneic HCT | Not Specified | |
| Sample size | 1678 | 1320 | 367 |
| Number of hospitalizations, median (range) | 1 (1–8) | 1 (1–7) | 1 (1–6) |
| Number of hospitalizations, N (%) | |||
| 1 (HCT hospitalization) | 1275 (76.0) | 759 (57.5) | 254 (69.2) |
| 2 | 301 (17.9) | 370 (28.0) | 75 (20.4) |
| 3 | 69 (4.1) | 136 (10.3) | 26 (7.1) |
| ≥4 | 33 (2.0) | 55 (4.2) | 12 (3.3) |
| Total days hospitalized, median (IQR) | 19 (15–23) | 31 (23–45) | 20 (6–30) |
| Total days hospitalized, N (%) | |||
| ≤15 | 433 (25.8) | 125 (9.5) | 132 (36.0) |
| 16–30 | 1033 (61.6) | 523 (39.6) | 145 (39.5) |
| 31–60 | 180 (10.7) | 519 (39.3) | 76 (20.7) |
| ≥61 | 32 (1.9) | 153 (11.6) | 14 (3.8) |
| Number of outpatient clinic visits, median (range) | 12 (8–19) | 22 (13–32) | 13 (8–25) |
| Number of outpatient clinic visits, N (%) | |||
| ≤10 | 714 (42.6) | 267 (20.2) | 140 (38.2) |
| 11–20 | 599 (35.7) | 349 (26.4) | 110 (30.0) |
| 21–30 | 238 (14.2) | 344 (26.1) | 70 (19.1) |
| 31–40 | 95 (5.7) | 189 (14.3) | 26 (7.1) |
| ≥40 | 32 (1.9) | 171 (13.0) | 21 (5.7) |
| Total costs, median (IQR) | $99,899 (73,914–140,555) | $203,026 (141,742–316,426) | $106,782 (54,728–198,963) |
| Total outpatient costs, median (IQR) | $7,462 (3,079–16,038) | $20,767 (8,898–41,271) | $7,829 (1,771–22,756) |
| Total inpatient costs, median (IQR) | $88,429 (62,828–123,328) | $174,398 (116,996–269,129) | $90,000 (51,994–170,553) |
| Costs for HCT hospitalization, median (IQR) | $82,606 (59,165–110,881) | $151,899 (106,438–233,282) | $82,641 (46,377–145,326) |
| Costs for subsequent hospitalization, median (IQR) | $0 (0-0) | $0 (0–22,585) | $0 (0–7,940) |
HCT – hematopoietic cell transplantation; IQR – interquartile range
Graft source could not be ascertained from claims data
Includes hospitalization for HCT
Shows costs for subsequent hospitalization for all patients in the cohort (subsequent hospitalization costs for patients who did not require hospitalization after the initial inpatient stay for HCT were considered to be $0); median costs for patients who received a subsequent hospitalization were as follows – autologous HCT (N=403) $17,425 (IQR, 9,414–46,953), allogeneic HCT (N=561) $30,561 (IQR, 13,484–89,805), not specified (N=113) $28,004 (IQR, 11,438–25,066)
Figure 2Relative contribution of costs of hematopoietic cell transplant hospitalization, costs of any subsequent hospitalization and outpatient costs to total costs of hematopoietic cell transplantation in the first 100 days after transplantation.
Medical costs and resource utilization from date of transplant hospitalization to day 100 post-transplantation by age at transplantation
| Cost category | Age at transplant | |||
|---|---|---|---|---|
| ≤ 20 years | 21–40 years | 41–60 years | > 60 years | |
| Sample size | 132 | 180 | 892 | 474 |
| Total days hospitalized, median (IQR) | 28 (22–39) | 20 (17–25) | 18 (15–22) | 18 (15–22) |
| Number of outpatient clinic visits, median (range) | 21 (12–30) | 11 (7–18) | 11 (7–18) | 12 (7–18) |
| Total costs, median (IQR) | $158,502 (115,542–255,544) | $106,929 (79,084–132,141) | $98,755 (75,650–132,141) | $87,374 (56,033–120,747) |
| Total outpatient costs, median (IQR) | $23,316 (8,420–44,712) | $7,623 (2,704–16,974) | $8,000 (3,966–15,504) | $5,348 (1,340–10,583) |
| Total inpatient costs, median (IQR) | $125,358 (96,917–212,197) | $94,454 (72,599–134,981) | $87,637 (63,990–118,303) | $79,001 (52,789–107,334) |
| Costs for HCT hospitalization, median (IQR) | $100,082 (66,290–139,767) | $89,509 (69,424–121,664) | $82,564 (62,013–108,942) | $74,997 (50,760–104,354) |
| Costs for subsequent hospitalization, median (IQR) | $2,086 (0–70,950) | $0 (0-0) | $0 (0-0) | $0 (0-0) |
| Sample size | 221 | 231 | 652 | 216 |
| Total days hospitalized, median (IQR) | 42 (32–57) | 29 (23–43) | 28 (22–41) | 29 (21–43) |
| Number of outpatient clinic visits, median (range) | 21 (14–30) | 21 (10–31) | 22 (13–32) | 24 (13–32) |
| Total costs, median (IQR) | $303,709 (202,487–455,868) | $202,962 (138,545–306,313) | $192,228 (142,784–289,938) | $155,548 (111,727–267,893) |
| Total outpatient costs, median (IQR) | $27,751 (12,399–49,918) | $16,937 (6,820–36,019) | $20,949 (10,075–41,683) | $17,916 (4,829–35,921) |
| Total inpatient costs, median (IQR) | $258,790 (172,448–402,719) | $173,954 (120,865–273,036) | $164,309 (114,724–241,904) | $133,767 (93,265–233,221) |
| Costs for HCT hospitalization, median (IQR) | $224,180 (154,236–335,909) | $160,987 (110,613–244,312) | $145,457 (103,907–199,464) | $115,566 (81,277–186,135) |
| Costs for subsequent hospitalization, median (IQR) | $0 (0–31,869) | $0 (0–17,455) | $0 (0–22,346) | $0 (0–22,776) |
HCT – hematopoietic cell transplantation; IQR – interquartile range
Medical costs and resource utilization from date of transplant hospitalization to day 100 post-transplantation by age at transplantation for selected diagnoses
| Cost category | Age at transplant | |
|---|---|---|
| ≤ 20 years | > 20 years | |
| Sample size | 27 | 568 |
| Number of hospitalizations, median (range) | 1 (1–4) | 1 (1–5) |
| Total days hospitalized, median (IQR) | 22 (19–29) | 20 (18–24) |
| Number of outpatient clinic visits, median (range) | 13 (9–19) | 11 (7–18) |
| Total costs, median (IQR) | $117,674 (100,879–152,241) | $102,458 (79,053–140,529) |
| Total outpatient costs, median (IQR) | $11,016 (6,217–25,759) | $7,941 (3,109–17,449) |
| Total inpatient costs, median (IQR) | $101,945 (79,630–136,860) | $90,157 (69,863–125,482) |
| Costs for HCT hospitalization, median (IQR) | $90,727 (71,111–111,503) | $86,051 (66,861–115,439) |
| Costs for subsequent hospitalization, median (IQR) | $0 (0–13,942) | $0 (0-0) |
| Sample size | -- | 791 |
| Number of hospitalizations, median (range) | -- | 1 (1–5) |
| Total days hospitalized, median (IQR) | -- | 16 (14–20) |
| Number of outpatient clinic visits, median (range) | -- | 12 (8–18) |
| Total costs, median (IQR) | -- | $90,702 (67,213–119,894) |
| Total outpatient costs, median (IQR) | -- | $6,767 (2,840–13,264) |
| Total inpatient costs, median (IQR) | -- | $80,789 (56,809–107,292) |
| Costs for HCT hospitalization, median (IQR) | -- | $77,665 (54,833–102,072) |
| Costs for subsequent hospitalization, median (IQR) | -- | $0 (0-0) |
| Sample size | 113 | 610 |
| Number of hospitalizations, median (range) | 2 (1–5) | 1 (1–5) |
| Total days hospitalized, median (IQR) | 43 (34–54) | 30 (24–42) |
| Number of outpatient clinic visits, median (range) | 20 (14–30) | 22 (13–32) |
| Total costs, median (IQR) | $302,822 (211,532–454,747) | $191,142 (137,752–286,097) |
| Total outpatient costs, median (IQR) | $31,463 (16,301–49,990) | $19,138 (8,769–39,125) |
| Total inpatient costs, median (IQR) | $254,485 (176,671–409,995) | $164,825 (116,576–250,468) |
| Costs for HCT hospitalization, median (IQR) | $200,000 (155,024–335,909) | $145,343 (107,978–206,978) |
| Costs for subsequent hospitalization, median (IQR) | $3,817 (0-0–34,162) | $0 (0–22,339) |
HCT – hematopoietic cell transplantation; IQR – interquartile range; AML – acute myeloid leukemia; ALL – acute lymphoblastic leukemia; MDS – myelodysplastic syndrome
Figure 3Distribution of total costs in the first 100 days after transplantation by age for recipients of [A] autologous HCT and [B] allogeneic HCT. Each stacked column represents proportion of patients with total costs within the specified range.