Introduction
Methods
Data Sources
Study Definitions
Extrahepatic Complications (EHCs)
Condition category | ICD-10-GM | Label |
---|---|---|
Extrahepatic manifestations | ||
Type 2 diabetes | E11.* | Diabetes mellitus, type 2 [9] |
E14.* | Diabetes mellitus, not further specified [30] | |
Cardiovascular disease | I20.*–I25.* | Ischemic heart diseases [9] |
I60.*–I69.* | Cerebrovascular diseases [9] | |
I70.* | Atherosclerosis [9] | |
Fatigue | F32.* | Episode of depression [9] |
G93.3 | Chronic fatigue syndrome [31] | |
R53 | Indisposition and fatigue [9] | |
F43.0 | Fatigue in the context of an acute stress reaction, e.g., combat fatigue | |
F48.0 | Neurasthenia | |
Z73.0 | Burnout (state of total exhaustion) | |
Renal impairment | N18.* | Chronic kidney disease [15] |
N19.* | Renal failure, not further specified [9] | |
D89.1 | ||
Malignancies | C85.* | Other and not further specified types of Non-Hodgkin-lymphoma [22] |
Behavioral factors | ||
Mental and behavioral disorders (due to opiods or multiple and other psychoactive substances) | F11.* | Mental and behavioral disorders due to use of opioids |
F19.* | Mental and behavioral disorders due to multiple drug use and use of other psychoactive substances | |
Conditions that are prevalent in the population | ||
Cardiovascular disease | I10.*–I15.* | Hypertension |
E78.* | Disorders of lipoprotein metabolism and other lipidemias | |
Parkinson’s disease | F02.3 | Dementia with primary Parkinson’s syndrome |
G20.* | Primary Parkinson’s syndrome | |
G21.* | Secondary Parkinson’s syndrome | |
G22.* | Parkinson’s syndrome with elsewhere classified diseases | |
G23.2 | Multiple system atrophy of Parkinson type | |
Renal impairment | N17.* | Acute renal failure |
Malignancies | C20 | Malign neoplasm of rectum |
C22.* | Malign neoplasm of liver and intrahepatic bile ducts | |
C25.* | Malign neoplasm of pancreas | |
C34.* | Malign neoplasm of bronchia and lung | |
C64 | Malign neoplasm of kidney, except from renal pelvis | |
C65 | Malign neoplasm of renal pelvis | |
Other | H52.* | Disorders of refraction and accommodation |
K29.* | Gastritis and duodenitis | |
M54.* | Dorsalgia |
Economic Burden Analyses
Medical Cost Definitions
ATC code | OPS code | Substance |
---|---|---|
J05AE12 | – | Boceprevir |
J05AX14 | 6-008.d | Daclatasvir |
L03AB** | 8-812.1*/8-812.2*/8-547.2 | Interferon |
J05AX65 | 6-007.g (combined with sofosbuvir) | Ledipasvir |
J05AB04 | – | Ribavirin |
J05AE14 | 6-008.2 | Simeprevir |
J05AX15 | 6-007.g (combined with ledipasvir)/6-008.3 | Sofosbuvir |
J05AE11 | 6-009.6 | Telaprevir |
Economic Impact of CHC Treatment
Economic Impact of Early Treatment
Statistical Analysis
Compliance with Ethics Guidelines
Results
Patient Characteristics
Characteristics | Patients with newly diagnosed CHC | Treated patients with newly diagnosed CHC | ||
---|---|---|---|---|
Treated time, n = 1714 | Untreated time, n = 7124 | Early treatment cohort, n = 1552 | Late treatment cohort, n = 162 | |
Age (years), mean ± SD [median] | 45.6 ± 12.2 [46] | 52.6 ± 16.8 [51] | 44.5 ± 12.0 [45] | 55.5 ± 8.9 [55] |
Males, n (%) | 1052 (61.4%) | 3910 (54.9%) | 954 (61.5%) | 98 (60.5%) |
Previous years cost (euros) category mean ± SD [median] | 10,114 ± 40,915 [3309] | 6719 ± 24,004 [2038] | 9652 ± 41,122 [3246] | 14,544 ± 38,709 [3749] |
Previous year’s healthcare cost (euros) category, n (%) | ||||
0 | 0 | 0 | 0 | 0 |
1st quartile | 922 | 600 | 897 | 1167 |
2nd quartile | 3309 | 2038 | 3246 | 3749 |
3rd quartile | 12,455 | 6373 | 12,378 | 13,566 |
4th quartile | 1508,911 | 1239,866 | 1508,911 | 406,296 |
Index year, n (%) | ||||
2008 | 396 (23.1%) | 3191 (44.8%) | 363 (23.4%) | 33 (20.4%) |
2009 | 278 (16.2%) | 891 (12.5%) | 261 (16.8%) | 17 (10.5%) |
2010 | 238 (13.9%) | 758 (10.6%) | 215 (13.9%) | 23 (14.2%) |
2011 | 295 (17.2%) | 790 (11.1%) | 274 (17.7%) | 21 (13.0%) |
2012 | 267 (15.6%) | 722 (10.1%) | 228 (14.7%) | 39 (24.1%) |
2013 | 175 (10.2%) | 617 (8.7%) | 160 (10.3%) | 15 (9.3%) |
2014 | 65 (3.8%) | 155 (2.2%) | 51 (3.3%) | 14 (8.6%) |
Association between Treatment and Economic Burden
Cost category | Weighted mean costs (2016 euro) per patient per year of treated and untreated time | Adjusted cost difference (95% CI) [B] − [A]a | ||
---|---|---|---|---|
Treated time [A], N = 1714 | Untreated time [B], N = 7124 | Mean cost difference between untreated and treated time (95% CI) [B] − [A] | ||
Total cost (all-cause medical + pharmacy) (mean ± SD) | 15,842.5 ± 173,555.5 | 8206.1 ± 47,770.1 | − 7636.5* (− 11,715.9; − 3557.0) | − 2124.9# (− 3759.6; − 490.2) |
Total all-cause medical costs | 4243.9 ± 16,553.2 | 5962.9 ± 22,398.3 | 1719.0* (1259.8; 2178.2) | 1885.5* (1339.1; 2431.8) |
Hepatic complication-related medical costs | 1022.2 ± 10,263.3 | 1384.3 ±10,870.8 | 362.1* (94.1; 630.1) | 397.9* (199.1; 596.7) |
Extrahepatic complication-related medical costs (any of the conditions listed below) | 2287.1 ± 12,015.6 | 3572.9 ± 15,999.0 | 1285.8* (954.1; 1617.6) | 1363.2* (1044.0; 1682.5) |
Type 2 diabetes | 577.8 ± 6357.2 | 1134.8 ± 8734.1 | 557.0* (379.8; 734.1) | 409.1* (259.8; 558.4) |
Cardiovascular disease | 630.0 ± 7592.2 | 1191.7 ± 9305.9 | 561.6* (356.7; 766.6) | 442.5* (272.3; 612.6) |
Parkinson’s disease | 380.0 ± 4914.3 | 587.2 ± 5216.9 | 207.2# (78.8; 335.6) | 167.5* (55.2; 279.7) |
Mental or behavioral disorders | 777.1 ± 4071.6 | 1202.9 ± 7030.6 | 425.8* (302.9; 548.8) | 748.4* (620.9; 875.9) |
Fatigue | 524.3 ± 3474.5 | 693.7 ± 4869.8 | 169.5* (72.1; 266.9) | 429.2* (326.9; 531.6) |
Renal impairment | 731.2 ± 8428.8 | 1178.3 ± 1,0953.3 | 447.1* (215.9; 678.2) | 322.6* (113.0; 532.1) |
Malignancies | 854.0 ± 7735.8 | 1236.2 ± 8438.3 | 382.1* (178.9; 585.4) | 299.1* (127.8; 470.5) |
Other | 554.5 ± 6420.1 | 894.5 ± 7398.2 | 340.0* (169.2; 510.7) | 261.0* (129.1; 392.8) |
All pharmacy costs | ||||
CHC-related pharmacy costs | 4424.3 ± 10,319.9 | – | – | – |
Non-CHC-related pharmacy costs | 7174.3 ± 171,880.4 | 2243.2 ± 36,162.2 | − 4931.1# (− 8957.0; − 905.3) | 341.9 (− 1390.7; 2074.5) |
Cost category | Weighted mean costs (2016 euro) per patient per year of follow-up after treatment initiation | Adjusted cost difference (95% CI) [B] − [A]a | ||
---|---|---|---|---|
Early CHC treatment cohort [A], N = 1552 | Late CHC treatment cohort [B], N = 162 | Mean cost difference between late and early treatment cohorts (95% CI) [B] − [A] | ||
Total cost (all-cause medical + pharmacy) (mean ± SD) | 15,092.3 ± 181,540.5 | 24,295.7 ± 52,098.6 | 9203.4** (3066.0; 15,340.7) | 3831.1 (− 3036.0; 10,698.2) |
Total all-cause medical costs | 3931.4 ± 13,916.7 | 7765.5 ± 31,641.6 | 3834.1** (1212.1; 6456.2) | 3393.5** (1318.6; 5468.5) |
Hepatic complication-related medical costs | 779.1 ± 6678.7 | 3760.8 ± 25,724.6 | 2981.7** (861.4; 5102.0) | 2821.8** (1323.7; 4319.9) |
Extrahepatic complication-related medical costs (any of the conditions listed below) | 2085.3 ± 11,023.2 | 4560.8 ± 18,583.4 | 2475.5** (925.3; 4025.8) | 2255.4** (880.0; 3630.8) |
Type 2 diabetes | 508.1 ± 6363.3 | 1363.3 ± 6124.9 | 855.3** (329.0; 1381.5) | 716.3* (169.3; 1263.3) |
Cardiovascular disease | 517.3 ± 6498.4 | 1900.6 ± 14,147.7 | 1383.4# (210.1; 2556.6) | 1233.7* (294.9; 2172.5) |
Parkinson’s disease | 336.6 ± 4305.9 | 869.8 ± 8797.8 | 533.2 (− 197.2; 1263.7) | 536.3 (− 152.3; 1224.9) |
Mental or behavioral disorders | 775.8 ± 4083.5 | 791.3 ± 3968.3 | 15.5 (− 325.2; 356.2) | 331.8 (− 67.1; 730.8) |
Fatigue | 523.7 ± 3478.7 | 530.0 ± 3444.1 | 6.2 (− 289.0; 301.5) | 226.1 (− 128.9; 581.1) |
Renal impairment | 603.5 ± 7508.1 | 2170.6 ± 14,309.1 | 1567.1* (377.3; 2757.0) | 1297.8** (334.5; 2261.0) |
Malignancies | 705.9 ± 6250.8 | 2522.6 ± 15,793.4 | 1816.7** (510.0; 3123.4) | 1548.5** (480.7; 2616.3) |
Other | 417.5 ± 4738.1 | 2099.1 ± 14,593.0 | 1681.6** (476.8; 2886.4) | 1515.6** (566.2; 2465.1) |
All pharmacy costs | ||||
CHC-related pharmacy costs | 4276.9 ± 10,141.3 | 6085.1 ± 11,471.7 | 1808.2** (834.1; 2782.2) | 1020.4* (246.8; 1794.0) |
Non-CHC-related pharmacy costs | 6884.0 ± 180,187.6 | 10,445.1 ± 38,850.0 | 3561.1 (− 1850.6; 8972.8) | − 582.8 (− 7719.0; 6553.3) |