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Table 3 Sensitivity analyses performed in economic evaluations of the first-line treatment of advanced hepatocellular carcinoma

From: Cost-effectiveness of immune checkpoint inhibitors as a first-line therapy for advanced hepatocellular carcinoma: a systematic review

First author, year (country)

Sensitivity analyses

Important drivers

Type of scenario analysis

Outcomes of scenario analysis

1st

2nd

3rd

Zhao, M, 2022 (China)

1-way SA, PSA, scenario analysis

HR for OS

HR for PFS

Cost of drug

Patients receive active treatment until death.

Not cost-effective

Zhou, T, 2022 (China)

1-way SA, PSA, scenario analysis

HR for OS

Cost of drug

Cost of subsequent treatment

A reduced dose of bevacizumab and its biosimilar is administered due to treatment intolerance.

1* GDP: Cost-effective; 3* GDP: Cost-effective

Su, D, 2021 (US)

1-way SA, PSA

HR for OS

Cost of drug

Body weight

/

/

Zhang, X, 2021 (China)

1-way SA, PSA

HR for OS

Body weight

HR for PFS

/

/

Gaugain, L., 2023 (France)

1-way SA, PSA, scenario analysis

Discount rate for benefits

Discount rate for costs

Percentage of patients receiving subsequent treatment

Integration of survival using additional ATHENOR data.

Cost-effective

Chiang, C. L, 2021 (China, Hongkong)

1-way SA, PSA, scenario analysis

HR for OS

Body weight

Cost of drug

In the pessimistic scenario, the survival estimates of the US population with advanced HCC from the SEER database. In the optimistic scenario, all patients “alive” at 17 months were “cured,” with their risk of death equal to their age-adjusted background mortality rate.

Pessimistic scenario: Not cost-effective;

Optimistic scenario: Cost-effective

Sun, K. X, 2022 (China)

1-way SA, PSA, scenario analysis

Discount rate

Cost of drug

Utility of PFS

Drug donation programs in Chinese low-income patients.

Not cost-effective

Li, L, 2022 (China)

1-way SA, PSA, scenario analysis

HR for OS

Utility of PD

Cost of drug

Patient assistance program

Sintilimab - IBI305: Cost-effective;

Atezolizumab - Bevacizumab: Not cost-effective

Li, Y, 2022 (China)

1-way SA, PSA

Cost of drug

Utility of PD

Utility of PFS

/

/

Li, Y, 2022 (China)

1-way SA, PSA

HR for PFS

Cost of drug

Body weight

/

/

Wen, F, 2021 (China)

1-way SA, PSA

Cost of drug

Utility of PD

Utility of PFS

The price of atezolizumab was 30% of the primary price.

Cost-effective

Zhou, T, 2022 (China)

1-way SA, PSA, scenario analysis

Cost of subsequent treatment

Cost of drug

Utility of PFS

A reduced dose of bevacizumab and its biosimilar is administered due to treatment intolerance.

Cost-effective

Liu, K. 2023 (China)

1-way SA, PSA

HR for OS

Cost of drug

HR for PFS

/

/

Zheng, Z, 2024 (China)

1-way SA, PSA

Cost of subsequent treatment

Cost of drug

Utility of PD

/

/

Sriphoosanaphan, 2024, (Thailand)

1-way SA, PSA, scenario analysis

HR for OS

HR for PFS

Cost of drug

The WTP threshold raises to $60,819 per QALY gained.

Cost-effective

Lang W, 2024, (China)

1-way SA, PSA, scenario analysis

Cost of drug

Percentage of subsequent treatment

Utility of PFS

Patients with albumin-bilirubin grade 1, and grade 2

ALBI grade 1: The ICER was close

to the WTP threshold;

ALBI grade 2: Cost-effective

Gong H, 2023, (China)

1-way SA, PSA

Drug reimbursement ratio

Cost of drug

Utility of PFS

/

/

  1. PSA: probabilistic sensitivity analysis; SA: Sensitivity analysis; OS: Overall survival; PFS: progression-free survival; HR: Hazard rate; PD: Progressive disease; GDP: per capita gross domestic product; SEER: Surveillance, Epidemiology, and End Results;