| Literature DB >> 34970153 |
Tan Chongqing1,2, Li Sini3, Zeng Xiaohui4, Peng Liubao1,2, Peng Ye1,2, Qin Shuxia1,2, Wang Liting1,2, Wu Meiyu1,2, Wan Xiaomin1,2.
Abstract
Background: Pembrolizumab is a guideline-recommended, both first- and second-line treatment option for microsatellite-instability-high (MSI-H)/mismatch repair-deficient (dMMR)advanced colorectal cancer patients. The aim of the present study is to investigates the health and economic outcomes of three treatment strategies with or without pembrolizumab in MSI-H/dMMR advanced colorectal cancer to define the best treatment strategy from the perspective of the US payer.Entities:
Keywords: colorectal neoplasms; cost-effectiveness; immunotherapy; microsatellite-instability-high/mismatch repair-deficient; pembrolizumab
Year: 2021 PMID: 34970153 PMCID: PMC8712714 DOI: 10.3389/fphar.2021.802942
Source DB: PubMed Journal: Front Pharmacol ISSN: 1663-9812 Impact factor: 5.810
Model clinical parameters.
| Parameter | Estimate | Range | Distribution | Reference |
|---|---|---|---|---|
| PFS for pembrolizumab first-line therapy | Spline (knot = 3): gamma0 = −3.340736, gamma1 = 0.955158, gamma2 = −5.802732, gamma3 = 6.926259, gamma4 = −1.171400 | — | Multivariable normal |
|
| PFS for encorafenib plus cetuximab | Loglogistic: shape = 2.116512, scale = 4.660681 | — | Multivariable normal |
|
| PFS for FOLFOX plus bevacizumab | Weibull: a = 1.576, b = 9.101 | — | Multivariable normal |
|
| PFS for irinotecan | Spline (knot = 2): gamma0 = −2.2013510, gamma1 = 3.4960096, gamma2 = 0.5627302, gamma3 = −0.3947207 | — | Multivariable normal |
|
| PFS for cetuximab plus irinotecan | Spline (knot = 3): gamma0 = −1.7244692, gamma1 = 4.5958398, gamma2 = 1.0911,644, gamma3 = −1.4293002, gamma4 = 0.6907344 | Multivariable normal |
| |
| PFS for chemotherapy first-line therapy | Generalized gamma: mu = 1.81749713, sigma = 0.05360466, Q = −0.61570022 | — | Multivariable normal |
|
| PFS for pembrolizumab second-line therapy | Spline (knot = 3): gamma0 = −3.4041439, gamma1 = 0.6674260, gamma2 = −4.1798710, gamma3 = 5.1161971, gamma4 = −0.9710231 | — | Multivariable normal |
|
| PFS for FOLFIRI | Spline (knot = 3): gamma0 = −1.1819358, gamma1 = 4.7007055, gamma2 = 0.7169704, gamma3 = -1.2818196, gamma4 = 0.7828784 | — | Multivariable normal |
|
| PFS for FOLFOX | Generalized gamma: mu = 1.6748, sigma = 0.7089, Q = 0.3498 | — | Multivariable normal |
|
| PFS for regorafenib | Spline (knot = 3): gamma0 = −4.6041562, gamma1 = 0.6411741, gamma2 = −11.4902184, gamma3 = 13.9327194, gamma4 = −2.7779302 | — | Multivariable normal |
|
| Median survival time in best supportive care, days | 28.5 | 14–42 | Exponential: lambda = 0.51074 |
|
| Proportion of patients in first-line chemotherapy arm who received FOLFOX or FOLFIRI with or without bevacizumab or cetuximab | ||||
| FOLFOX | 0.08 | — | — |
|
| FOLFOX plus bevacizumab | 0.45 | — | — |
|
| FOLFOX plus cetuximab | 0.03 | — |
| |
| FOLFIRI | 0.11 | — | — |
|
| FOLFIRI + bevacizumab | 0.25 | — | — |
|
| FOLFIRI + cetuximab | 0.08 | — | — |
|
| Probability of discontinuing treatment due to AE, % | ||||
| Pembrolizumab first-line therapy | 14.40 | 7.20–21.60 | Beta: a = 22, b = 131 |
|
| Encorafenib plus cetuximab | 9.00 | 4.50–13.50 | Beta: a = 9,b = 91 |
|
| FOLFOX plus bevacizumab | 23.40 | 11.70–35.10 | Beta: a = 23,b = 77 |
|
| Irinotecan | 4.77 | 2.39–7.16 | Beta: a = 31,b = 619 |
|
| Cetuximab plus irinotecan | 6.50 | 3.25–9.75 | Beta: a = 42,b = 606 |
|
| Chemotherapy first-line therapy | 11.90 | 5.95–17.85 | Beta: a = 17,b = 126 |
|
| Pembrolizumab second-line therapy | 6.35 | 3.18–9.53 | Beta: a = 4,b = 59 |
|
| FOLFIRI | 4.29 | 2.15–6.44 | Beta: a = 23,b = 513 |
|
| FOLFOX | 23.90 | 11.95–35.85 | Beta: a = 24,b = 76 |
|
| Regorafenib | 8.40 | 4.20–12.60 | Beta: a = 42,b = 458 |
|
| Probability of mortality due to AE, % | ||||
| Pembrolizumab first-line therapy | 0 | — | — |
|
| Encorafenib plus cetuximab | 4.00 | 2–6 | Beta: a = 4,b = 96 |
|
| FOLFOX plus bevacizumab | 5.00 | 2.5–7.5 | Beta: a = 5,b = 95 |
|
| Irinotecan | 0.31 | 0.16–0.47 | Beta: a = 2,b = 648 |
|
| Cetuximab plus irinotecan | 0.77 | 0.39–1.16 | Beta: a = 5,b = 645 |
|
| Chemotherapy first-line therapy | 0.70 | 0.35–1.05 | Beta: a = 1,b = 142 |
|
| Pembrolizumab second-line therapy | 0 | — | — |
|
| FOLFIRI | 2.05 | 1.03–3.08 | Beta: a = 11,b = 525 |
|
| FOLFOX | 4.00 | 2–6 | Beta: a = 4,b = 96 |
|
| Regorafenib | 1.60 | 0.8–2.4 | Beta: a = 8,b = 492 |
|
| Incidence of Grade 1 or 2 AE, % | ||||
| pembrolizumab first-line therapy | 0.41 | 0.21–0.62 | Beta: a = 41,b = 59 |
|
| Encorafenib plus cetuximab | 0.41 | 0.21–0.62 | Beta: a = 40,b = 60 |
|
| FOLFOX plus bevacizumab | 0.25 | 0.13–0.38 | Beta: a = 25,b = 75 |
|
| Irinotecan | 0.53 | 0.27–0.80 | Beta: a = 52,b = 48 |
|
| Cetuximab plus irinotecan |
| |||
| Chemotherapy first-line therapy | 0.21 | 0.11–0.32 | Beta: a = 21,b = 79 |
|
| Pembrolizumab second-line therapy | 0.57 | 0.29–0.86 | Beta: a = 57,b = 43 |
|
| FOLFIRI | 0.27 | 0.14–0.41 | Beta: a = 27,b = 73 |
|
| FOLFOX | 0.39 | 0.20–0.59 | Beta: a = 39,b = 61 |
|
| Regorafenib | 0.39 | 0.20–0.59 | Beta: a = 39,b = 61 |
|
| Incidence of Grade 3 or greater AE, % | ||||
| Pembrolizumab first-line therapy | 0.56 | 0.28–0.84 | Beta: a = 56,b = 44 |
|
| Encorafenib plus cetuximab | 0.58 | 0.29–0.87 | Beta: a = 57,b = 43 |
|
| FOLFOX plus bevacizumab | 0.75 | 0.38–1 | Beta: a = 75,b = 25 |
|
| Irinotecan | 0.44 | 0.22–0.66 | Beta: a = 43,b = 57 |
|
| Chemotherapy first-line therapy | 0.78 | 0.39–1.17 | Beta: a = 78,b = 22 |
|
| Pembrolizumab second-line therapy | 0.13 | 0.07–0.20 | Beta: a = 13,b = 87 |
|
| FOLFIRI | 0.72 | 0.36–1.08 | Beta: a = 72,b = 28 |
|
| FOLFOX | 0.61 | 0.31–0.92 | Beta: a = 61,b = 39 |
|
| Regorafenib | 0.54 | 0.27–0.81 | Beta: a = 54,b = 46 |
|
| Patient characteristics at baseline |
| |||
| Age | 63 | 24–93 | Truncated Normal: mean = 63, sd = 17.6, lower = 24, upper = 93 |
|
| Male sex, % | 46 | — | — |
|
| Wight, kg | ||||
| Male | 90 | — | — |
|
| Female | 77 | — | — |
|
| Body surface area, m2 | ||||
| Male | 1.9 | — | — |
|
| Female | 1.6 | — | — |
|
| BRAFV600E mutant, % | 0.22 | 0.11–0.33 | Uniform (0.11, 0.33) |
|
FIGURE 1Treatment sequences used in the model. (A) Treatment sequence for patients who receive pembrolizumab in the first-line setting. (B) Treatment sequence for patients who receive pembrolizumab in the second-line setting. (C) Treatment sequence for patients who receive chemotherapy.
Model costs and utilities.
| Parameter | Estimate, $ | Range | Distribution | Reference |
|---|---|---|---|---|
| Drug acquisition cost per cycle, $ | ||||
| Pembrolizumab | 10,129.6 | — | — |
|
| Encorafenib plus cetuximab | ||||
| First cycle | 15,064.412 | — | — |
|
| Subsequent cycle | 13,492.82 | — | — |
|
| FOLFOX plus bevacizumab | 4,462.3 | — | — |
|
| Irinotecan | 68.6 | — | — |
|
| Cetuximab plus irinotecan | ||||
| First cycle | 9,498.124 |
| ||
| Subsequent cycle | 7,926.532 |
| ||
| FOLFOX | 122.0 | — | — |
|
| FOLFOX plus cetuximab | ||||
| First cycle | 9,551.6 | — | — |
|
| Subsequent cycle | 7,980.0 | — | — |
|
| FOLFIRI | 128.0 | — | — |
|
| FOLFIRI plus bevacizumab | 4,468.3 | — | — |
|
| FOLFIRI plus cetuximab | ||||
| First cycle | 9,557.5 | — | — |
|
| Subsequent cycle | 7,985.9 | — | — |
|
| Regorafenib | 13,675.5 | — | — |
|
| Cost of best supportive care, $/week | 90 | 45–135 | Gamma: shape = 3.84, scale = 0.014 |
|
| Administration cost, US$ | ||||
| Chemotherapy IV infusion, first hour | 148.3 | — | — | CPT 96413 |
| Chemotherapy IV infusion, additional hour | 31.4 | — | — | CPT 96415 |
| Chemotherapy IV infusion additional sequence | 71.9 | — | — | CPT 96417 |
| Chemotherapy IV push initial | 113.4 | — | — | CPT 96409 |
| Chemotherapy prolong infuse w/pump | 147.3 | — | — | CPT 96416 |
| AE cost, $ per event pembrolizumab | ||||
| Grade 1 or 2 AE | 120.14 | 60.07–180.21 | Gamma: shape = 1.90, scale = 63.29 |
|
| Grade 3 or greater AE | 691.15 | 345.58–1,036.73 | Gamma: shape = 0.73, scale = 227.60 |
|
| Other therapy | ||||
| Grade 1 or 2 AE | 165.19 | 82.60–247.79 | Gamma: shape = 7.67, scale = 90.07 |
|
| Grade 3 or greater AE | 369.17 | 184.59–553.76 | Gamma: shape = 0.36, scale = 1,015.22 |
|
| Utility | ||||
| First-line therapy | ||||
| pembrolizumab | 0.84 | 0.67–1 | Beta: a = 42,b = 8 |
|
| Chemotherapy | 0.77 | 0.62–0.92 | Beta: a = 38,b = 12 |
|
| Subsequent active therapies | 0.65 | 0.52–0.78 | Beta: a = 32,b = 18 |
|
| Best supportive care | 0.35 | 0.28–0.42 | Beta: a = 17,b = 33 |
|
| Grade 1 or 2 AE | ||||
| pembrolizumab in the second-line setting | 0.09 | 0.07–0.10 | Beta: a = 4,b = 46 |
|
| Other therapy | 0.11 | 0.09–0.13 | Beta: a = 5,b = 45 |
|
| Grade 3 or greater AE | ||||
| pembrolizumab in the second-line setting | 0.17 | 0.13–0.20 | Beta: a = 8,b = 42 |
|
| Other therapy | 0.25 | 0.2–0.3 | Beta: a = 12,b = 38 |
|
Base-case results.
| Strategy | Cost, $ | Effectiveness, LY | Effectiveness, QALY | ICER, $/QALY |
|---|---|---|---|---|
| No pembrolizumab | 186760.7 | 2.357 | 1.638 | — |
| First-line pembrolizumab | 237373.7 | 6.914 | 5.579 | 13,441 |
| Second-line pembrolizumab | 297500.7 | 6.091 | 4.078 | Dominated |
The ICER, was compared with the next most effective non-dominated alternative.
Abbreviations; LY, life year; QALY, quality-adjusted life year; ICER, incremental cost-effectiveness ratio
FIGURE 2Tornado diagram of one-way sensitivity analysis of the incremental cost-effectiveness ratio (ICER) for first-line pembrolizumab versus chemotherapy.
FIGURE 3The cost-effectiveness acceptability curve simultaneously comparing the cost-effectiveness of three competing strategies. QALY, quality-adjusted life year.