| Literature DB >> 34408847 |
Abdalla Aly1, Melissa Lingohr-Smith2, Jay Lin2, Brian Seal1.
Abstract
AIM: To examine the locoregional therapy (LRT) patterns and the healthcare economic burden of patients with hepatocellular carcinoma (HCC) in the USA. PATIENTS &Entities:
Keywords: healthcare economic burden; hepatocellular carcinoma; locoregional therapies; treatment patterns
Year: 2021 PMID: 34408847 PMCID: PMC8369525 DOI: 10.2217/hep-2021-0001
Source DB: PubMed Journal: Hepat Oncol ISSN: 2045-0923
Figure 1.Patient selection process.
HCC: Hepatocellular carcinoma.
Demographics and clinical characteristics of the overall study population and study cohorts stratified by the type of the first locoregional therapy received.
| Characteristic | Overall study population (n = 2101) | Ablative therapy (n = 360) | Embolization therapy (n = 1215) | Radiation therapy (n = 182) | Multiple LRTs (n = 344) | p-value |
|---|---|---|---|---|---|---|
| Age (years), mean (SD) | 63.9 (9.4) | 63.4 (9.2) | 63.4 (9.2) | 65.8 (11.9) | 64.9 (8.6) | 0.001 |
| Age group, n (%) | 0.001 | |||||
| 18–34 | 12 (0.6) | 5 (1.4) | 7 (0.6) | 0 (0.0) | 0 (0.0) | |
| 35–44 | 32 (1.5) | 4 (1.1) | 17 (1.4) | 9 (5.0) | 2 (0.6) | |
| 45–54 | 183 (8.7) | 29 (8.1) | 114 (9.4) | 14 (7.7) | 26 (7.6) | |
| 55–64 | 1101 (52.4) | 199 (55.3) | 649 (53.4) | 78 (42.9) | 175 (50.9) | |
| 65–69 | 282 (13.4) | 46 (12.8) | 166 (13.7) | 17 (9.3) | 53 (15.4) | |
| 70–74 | 198 (9.4) | 34 (9.4) | 110 (9.1) | 17 (9.3) | 37 (10.8) | |
| 75–79 | 140 (6.7) | 22 (6.1) | 76 (6.3) | 16 (8.8) | 26 (7.6) | |
| ≥80 | 153 (7.3) | 21 (5.8) | 76 (6.3) | 31 (17.0) | 25 (7.3) | |
| Gender, n (%) | 0.001 | |||||
| Male | 1576 (75.0) | 259 (71.9) | 925 (76.1) | 118 (64.8) | 274 (79.7) | |
| Female | 525 (25.0) | 101 (28.1) | 290 (23.9) | 64 (35.2) | 70 (20.4) | |
| US geographic region, n (%) | < 0.001 | |||||
| South | 770 (36.7) | 117 (32.5) | 476 (39.2) | 50 (27.5) | 127 (36.9) | |
| North Central | 485 (23.1) | 104 (28.9) | 233 (19.2) | 71 (39.0) | 77 (22.4) | |
| Northeast | 450 (21.4) | 67 (18.6) | 249 (20.5) | 39 (21.4) | 95 (27.6) | |
| West | 396 (18.9) | 72 (20.0) | 257 (21.2) | 22 (12.1) | 45 (13.1) | |
| Health plan type, n (%) | 0.068 | |||||
| PPO | 1066 (50.7) | 178 (49.4) | 632 (52.0) | 84 (46.2) | 172 (50.0) | |
| Comprehensive | 347 (16.5) | 61 (16.9) | 191 (15.7) | 43 (23.6) | 52 (15.1) | |
| HMO | 256 (12.2) | 47 (13.1) | 146 (12.0) | 18 (9.9) | 45 (13.1) | |
| POS | 177 (8.4) | 26 (7.2) | 110 (9.1) | 8 (4.4) | 33 (9.6) | |
| CDHP | 108 (5.1) | 20 (5.6) | 65 (5.4) | 12 (6.6) | 11 (3.2) | |
| Other types | 147 (7.0) | 28 (7.8) | 71 (5.8) | 17 (9.3) | 31 (9.0) | |
| CCI score (without cancer), mean (SD) | 3.7 (2.2) | 3.7 (2.1) | 3.8 (2.2) | 3.4 (2.2) | 3.7 (2.2) | 0.081 |
| CCI score group (without cancer), n (%) | 0.005 | |||||
| 0 | 26 (1.2) | 1 (0.3) | 11 (0.9) | 8 (4.4) | 6 (1.7) | |
| 1–2 | 730 (34.8) | 130 (36.1) | 407 (33.5) | 71 (39.0) | 122 (35.5) | |
| 3–4 | 553 (26.3) | 98 (27.2) | 321 (26.4) | 45 (24.7) | 89 (25.9) | |
| ≥5 | 792 (37.7) | 131 (36.4) | 476 (39.2) | 58 (31.9) | 127 (36.9) | |
| Follow-up duration (months), mean (SD) | 11.5 (11.2) | 13.3 (11.4) | 11.9 (11.6) | 7.4 (8.3) | 10.2 (10.0) | < 0.001 |
p-values are for the comparisons across all study cohorts.
CCI: Charlson comorbidity index; CDHP: Consumer driven health plan; HMO: Health maintenance organization; LRT: Locoregional therapy; POS: Point of service; PPO: Preferred provider organization; SD: Standard deviation.
Prevalence of comorbid conditions among the overall study population and study cohorts stratified by the type of the first locoregional therapy received.
| Comorbid condition, n (%) | Overall study population (n = 2101) | Ablative therapy (n = 360) | Embolization therapy (n = 1215) | Radiation therapy (n = 182) | Multiple LRTs (n = 344) | p-value |
|---|---|---|---|---|---|---|
| Liver related | ||||||
| Liver cirrhosis | 1627 (77.4) | 310 (86.1) | 973 (80.1) | 91 (50.0) | 253 (73.6) | < 0.001 |
| Chronic HCV infection | 1024 (48.7) | 188 (52.2) | 622 (51.2) | 53 (29.1) | 161 (46.8) | < 0.001 |
| Portal hypertension | 682 (32.5) | 126 (35.0) | 419 (34.5) | 37 (20.3) | 100 (29.1) | 0.001 |
| Chronic hepatitis | 300 (14.3) | 62 (17.2) | 167 (13.7) | 23 (12.6) | 48 (14.0) | 0.353 |
| Alcoholic cirrhosis | 209 (10.0) | 43 (11.9) | 119 (9.8) | 11 (6.0) | 36 (10.5) | 0.184 |
| Chronic HBV infection | 144 (6.9) | 26 (7.2) | 94 (7.7) | 3 (1.7) | 21 (6.1) | 0.022 |
| Liver fibrosis | 119 (5.7) | 18 (5.0) | 77 (6.3) | 6 (3.3) | 18 (5.2) | 0.340 |
| Nonalcoholic fatty liver | 100 (4.8) | 22 (6.1) | 53 (4.4) | 6 (3.3) | 19 (5.5) | 0.365 |
| Nonalcoholic steatohepatitis | 97 (4.6) | 20 (5.6) | 53 (4.4) | 6 (3.3) | 18 (5.2) | 0.590 |
| Hemochromatosis | 55 (2.6) | 6 (1.7) | 33 (2.7) | 5 (2.8) | 11 (3.2) | 0.617 |
| Alcoholic hepatitis | 22 (1.1) | 5 (1.4) | 11 (0.9) | 2 (1.1) | 4 (1.2) | 0.875 |
| Alcoholic fatty liver | 14 (0.7) | 3 (0.8) | 9 (0.7) | 1 (0.6) | 1 (0.3) | 0.795 |
| Alpha-1-antitrypsin deficiency | 7 (0.3) | 1 (0.3) | 5 (0.4) | 0 (0.0) | 1 (0.3) | 0.829 |
| Wilson’s disease | 4 (0.2) | 0 (0.0) | 0 (0.0) | 1 (0.6) | 3 (0.9) | 0.005 |
| Cardiovascular and metabolic related | ||||||
| Overall cardiovascular disease | 1766 (84.1) | 289 (80.3) | 1017 (83.7) | 158 (86.8) | 302 (87.8) | 0.036 |
| Hypertension | 1317 (62.7) | 213 (59.2) | 746 (61.4) | 121 (66.5) | 237 (68.9) | 0.023 |
| Congestive heart failure | 154 (7.3) | 16 (4.4) | 92 (7.6) | 20 (11.0) | 26 (7.6) | 0.043 |
| Diabetes | 851 (40.5) | 135 (37.5) | 499 (41.1) | 65 (35.7) | 152 (44.2) | 0.159 |
| Obesity | 268 (12.8) | 41 (11.4) | 162 (13.3) | 20 (11.0) | 45 (13.1) | 0.680 |
| Metabolic syndrome | 6 (0.3) | 2 (0.6) | 4 (0.3) | 0 (0.0) | 0 (0.0) | 0.474 |
| Bleeding related | ||||||
| Bleeding | 1456 (69.3) | 278 (77.2) | 840 (69.1) | 115 (63.2) | 223 (64.8) | 0.001 |
| Esophageal varices with bleeding | 95 (4.5) | 20 (5.6) | 60 (4.9) | 4 (2.2) | 11 (3.2) | 0.168 |
| Esophageal varices without bleeding | 522 (24.9) | 85 (23.6) | 331 (27.2) | 28 (15.4) | 78 (22.7) | 0.003 |
| Proteinuria | 29 (1.4) | 5 (1.4) | 12 (1.0) | 3 (1.7) | 9 (2.6) | 0.149 |
p-values are for the comparisons across all study cohorts.
HBV: Hepatitis B virus; HCV: Hepatitis C virus; LRT: Locoregional therapy.
Locoregional therapy treatment characteristics of the overall study population and study cohorts during the follow-up.
| LRT treatment characteristics | Overall study population | Ablative therapy | Embolization therapy | Radiation therapy | Multiple LRTs | p-value |
|---|---|---|---|---|---|---|
| LRT treatments | < 0.001 | |||||
| First LRT treatment, n (%) | 1517 (72.2) | 293 (81.4) | 844 (69.5) | 157 (86.3) | 223 (64.8) | |
| Duration (days), mean (SD) | 15.3 (28.6) | 3.1 (10.7) | 18.3 (34.9) | 22.4 (17.4) | 13.5 (13.8) | < 0.001 |
| Second LRT treatment, n (%) | 423 (20.1) | 49 (13.6) | 268 (22.1) | 17 (9.3) | 89 (25.9) | |
| Days from index to initiation of second treatment | 188.5 (173.2) | 296.6 (208.9) | 182.5 (158.2) | 153.6 (158.4) | 154.1 (177.6) | < 0.001 |
| End of first treatment to initiation of second treatment (days), mean (SD) | 169.6 (174.3) | 293.2 (210.1) | 160.0 (156.9) | 132.0 (156.5) | 138.3 (179.9) | < 0.001 |
| Duration (days), mean (SD) | 8.2 (18.5) | 7.9 (15.4) | 8.2 (19.7) | 9.7 (19.7) | 8.1 (16.2) | 0.980 |
| Third LRT treatment, n (%) | 161 (7.7) | 18 (5.0) | 103 (8.5) | 8 (4.4) | 32 (9.3) | |
| Days from index to initiation of third treatment | 373.9 (231.8) | 481.7 (251.1) | 383.2 (236.2) | 268.1 (162.0) | 310.0 (197.7) | 0.041 |
| End of second treatment to initiation of third treatment (days), mean (SD) | 169.2 (147.5) | 160.0 (181.0) | 180.4 (157.4) | 168.1 (138.5) | 138.6 (84.1) | 0.569 |
| Duration (days), mean (SD) | 9.8 (18.5) | 6.4 (13.4) | 10.0 (20.3) | 19.8 (17.2) | 8.6 (14.2) | 0.384 |
| Type of therapy received at any time during the follow-up | ||||||
| Embolization therapy, n (%) | 1623 (77.3) | 44 (12.2) | 1215 (100) | 21 (11.5) | 343 (99.7) | |
| TAE including TACE | 1443 (68.7) | 38 (10.6) | 1144 (94.2) | 13 (7.1) | 248 (72.1) | < 0.001 |
| Number of TAE/TACE procedures | 0.004 | |||||
| 1 procedure | 857 (59.4) | 26 (68.4) | 652 (57.0) | 7 (53.9) | 172 (69.4) | |
| 2–3 procedures | 463 (32.1) | 11 (29.0) | 381 (33.3) | 6 (46.2) | 65 (26.2) | |
| 4+ procedures | 123 (8.5) | 1 (2.6) | 111 (9.7) | 0 (0) | 11 (4.4) | |
| TARE | 434 (20.7) | 10 (2.8) | 188 (15.5) | 11 (6.0) | 225 (65.4) | < 0.001 |
| Number of TARE procedures | 0.989 | |||||
| 1 procedure | 325 (74.9) | 8 (80.0) | 144 (76.6) | 8 (72.7) | 165 (73.3) | |
| 2–3 procedures | 107 (24.7) | 2 (20.0) | 43 (22.9) | 3 (27.3) | 59 (26.2) | |
| 4+ procedures | 2 (0.5) | 0 (0) | 1 (0.5) | 0 (0) | 1 (0.4) | |
| Ablative therapy, n (%) | 574 (27.3) | 360 (100) | 116 (9.6) | 4 (2.2) | 94 (27.3) | |
| Radiation therapy, n (% | 590 (28.1) | 16 (4.4) | 121 (10.0) | 182 (100) | 271 (78.8) | |
| Multiple LRTs, n (%) | 649 (30.9) | 51 (14.2) | 229 (18.9) | 25 (13.7) | 344 (100) | |
p-values are for the comparisons across all study cohorts.
LRT: Locoregional therapy; SD: Standard deviation; TACE: Transarterial chemoembolization; TAE: Transarterial embolization; TARE: Transarterial radioembolization.
Figure 2.All-cause total healthcare costs (A) and hepatocellular carcinoma-related total medical costs (B) of the overall study population and study cohorts during the follow-up per patient per month.
All cost data are reported as means in 2019 USD. p < 0.001 for the comparisons of all-cause and HCC-related costs across the study cohorts.
HCC: Hepatocellular carcinoma; PPPM: Per patient per month.
Breakdown of healthcare costs of the overall study population and study cohorts during the follow-up per patient per month.
| Healthcare resource category | Overall study population | Ablative therapy | Embolization therapy | Radiation therapy | Multiple LRTs | p-value |
|---|---|---|---|---|---|---|
| All-cause | ||||||
| Total healthcare cost | $20,316 ($26,447) | $11,401 ($13,762) | $20,010 ($21,208) | $20,901 ($31,023) | $30,417 ($42,402) | < 0.001 |
| Total patient OOP cost | $378 ($691) | $287 ($476) | $380 ($643) | $390 ($789) | $457 ($937) | 0.013 |
| Inpatient medical service cost | $5675 ($19,489) | $4359 ($10,146) | $5944 ($14,271) | $7090 ($25,283) | $5357 ($34,003) | 0.404 |
| Outpatient medical service cost | $12,762 ($17,820) | $4930 ($6823) | $12,118 ($15,257) | $12,936 ($17,742) | $23,142 ($27,046) | < 0.001 |
| Outpatient pharmacy cost | $1878 ($5425) | $2112 ($5519) | $1948 ($5714) | $875 ($3957) | $1919 ($4884) | 0.068 |
| HCC related | ||||||
| Total medical cost | $14,359 ($23,064) | $6111 ($9121) | $14,332 ($18,037) | $11,565 ($15,938) | $24,564 ($41,283) | < 0.001 |
| Total HCC-related patient OOP medical cost | $227 ($565) | $136 ($294) | $228 ($503) | $213 ($641) | $324 ($855) | < 0.001 |
| Inpatient medical service cost | $4160 ($16,966) | $3204 ($8196) | $4657 ($12,146) | $2542 ($8068) | $4260 ($33,650) | 0.278 |
| Outpatient medical service cost | $10,199 ($16,455) | $2908 ($4141) | $9674 ($14,068) | $9023 ($13,987) | $20,304 ($26,005) | < 0.001 |
All cost data are reported as means with standard deviations in 2019 USD. p-values are for the comparisons across all study cohorts.
HCC: Hepatocellular carcinoma; LRT: Locoregional therapy; OOP: Out of pocket; PPPM: Per patient per month.