1.Cost-utility analysis of anlotinib combined with penpulimab in first-line treatment of unresectable hepatocellular carcinoma
Wenying YAN ; Na YANG ; Ranran ZHANG ; Xinyue TAO ; Shengnan GAO ; Guoqiang LIU
China Pharmacy 2026;37(3):344-349
OBJECTIVE To evaluate the cost-effectiveness of anlotinib combined with penpulimab versus sorafenib as first- line treatment for unresectable hepatocellular carcinoma (uHCC) from the perspective of China’s healthcare system. METHODS Based on data from the APOLLO study, a partitioned survival model was established with a 21-day model cycle to simulate patient survival status over 10 years under anlotinib combined with penpulimab regimen or sorafenib monotherapy. Quality-adjusted life year (QALY) was used as the core evaluation parameter to assess the incremental cost-effectiveness ratio (ICER) of different treatment regimens. Using 3 times China’s per capita gross domestic product (GDP) in 2024 (287 247 yuan/QALY) as the willingness-to-pay (WTP) threshold, cost-utility analysis was performed to evaluate the cost-effectiveness of the treatment regimens. Sensitivity analysis was conducted to validate the robustness of the baseline analysis conclusion. Scenario analysis was performed to consider the impact of anlotinib and penpulimab assistance programs on the results; the price reduction of penpulimab to ensure the cost-effectiveness of the combination regimen was examined under varying WTP thresholds (specifically, 1, 2, and 3 times China’s per capita GDP in 2024). RESULTS The baseline analysis revealed that the ICER of anlotinib combined with penpulimab regimen relative to the sorafenib regimen was 338 611.20 yuan/QALY, which exceeded the WTP threshold set in this study. Univariate sensitivity analysis indicated that the utility value of progression free survival and penpulimab price significantly influenced the baseline analysis results. Probabilistic sensitivity analysis validated the robustness of the baseline results. The results of scenario analysis indicated that when considering the assistance programs for anlotinib and penpulimab, the obtained ICER values were all below the WTP threshold set at 3 times China’s per capita GDP in 2024. When the price of penpulimab was reduced by 58%, 35%, and 13%, the ICER values were below the WTP threshold, which was 1, 2 and 3 times the per capita GDP of China in 2024, respectively. CONCLUSIONS From the perspective of China’s healthcare system, anlotinib combined with penpulimab regimen for first-line treatment of uHCC lacks cost-effectiveness compared to sorafenib regimen. However, this conclusion would be reversed if the anlotinib and penpulimab assistance programs are taken into account or if the price of penpulimab is reduced by more than 13% and above.
2.Cost-utility analysis of amivantamab combined with lazertinib in the first-line treatment of EGFR-mutated advanced NSCLC
Ran LIU ; Shengnan GAO ; Yuxi ZHANG ; Ranran ZHANG ; Congxin LI ; Guoqiang LIU
China Pharmacy 2026;37(5):633-638
OBJECTIVE To evaluate the cost-effectiveness of amivantamab combined with lazertinib (hereinafter referred to as “AL”) regimen as first-line treatment for EGFR -mutated advanced non-small cell lung cancer (NSCLC) from the perspective of China’s healthcare system. METHODS A partitioned survival model was established based on updated data from the MARIPOSA study, with a 10-year time horizon and 28-day cycles. The primary outcome index was quality adjusted life year (QALY), and the willingness-to-pay (WTP) threshold was set at three times China’s per capita GDP in 2024 (287 247 yuan/QALY). Cost-utility analysis was used to calculate the incremental cost-effectiveness ratio (ICER) of AL regimen versus osimertinib monotherapy regimen as first-line treatment for EGFR -mutated advanced NSCLC. One-way and probabilistic sensitivity analyses were performed to test model robustness. Scena rio analyses were conducted to explore the impact of utility values for different health states on the outcomes and determine the required price reductions of amivantamab and lazertinib to achieve cost-effectiveness. RESULTS Compared with the osimertinib monotherapy regimen, the ICER for the AL regimen as first-line treatment for advanced EGFR -mutated NSCLC was 2 062 096.15 yuan/QALY, significantly exceeding the WTP threshold established in this study. One-way sensitivity analysis revealed that the utility value of progression-free survival state and the price of amivantamab were the primary factors influencing the ICER. Probabilistic sensitivity analysis revealed that the AL regimen only became cost-effective when the WTP threshold was set at 2 050 000 yuan/QALY. Scenario analysis indicated that altering the utility value still rendered the AL regimen non-cost-effective. When amivantamab (350 mg) prices decreased by 80%, 85%, and 90% respectively, lazertinib (80 mg) prices would need to decrease by 95.97%, 40.63%, 5.29%, respectively. This would enable the AL regimen’s ICER to consistently fall within the WTP threshold established in this study. CONCLUSIONS At the WTP threshold established in this study, the AL regimen does not demonstrate cost-effectiveness for first-line treatment of advanced EGFR -mutated NSCLC compared to the osimertinib monotherapy regimen. Significant price reductions for both drugs would be required to alleviate the financial burden on patients.
3.Impact of number of positive regional lymph nodes in N1 stage on the prognosis of patients with non-small cell lung cancer: A propensity score matching study
Dandan LIU ; Jiachen WANG ; Lidan CHANG ; Jia CHEN ; Ranran KONG ; Shiyuan LIU ; Minxia ZHU ; Jiantao JIANG ; Shaomin LI ; Zhengshui XU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(01):63-71
Objective To explore the impact of number of positive regional lymph nodes (nPRLN) in N1 stage on the prognosis of non-small cell lung cancer (NSCLC) patients. Methods Patients with TxN1M0 stage NSCLC who underwent lobectomy and mediastinal lymph node dissection from 2010 to 2015 were screened from SEER database (17 Regs, 2022nov sub). The optimal cutoff value of nPRLN was determined using X-tile software, and patients were divided into 2 groups according to the cutoff value: a nPRLN≤optimal cutoff group and a nPRLN>optimal cutoff group. The influence of confounding factors was minimized by propensity score matching (PSM) at a ratio of 1 : 1. Kaplan-Meier curves and Cox proportional hazards models were used to evaluate overall survival (OS) and lung cancer-specific survival (LCSS) of patients. Results A total of 1316 patients with TxN1M0 stage NSCLC were included, including 662 males and 654 females, with a median age of 67 (60, 73) years. The optimal cutoff value of nPRLN was 3, with 1165 patients in the nPRLN≤3 group and 151 patients in the nPRLN>3 group. After PSM, there were 138 patients in each group. Regardless of before or after PSM, OS and LCSS of patients in the nPRLN≤3 group were superior to those in the nPRLN>3 group (P<0.001). N1 stage nPRLN>3 was an independent prognostic risk factor for OS [HR=1.52, 95%CI (1.22, 1.89), P<0.001] and LCSS [HR=1.72, 95%CI (1.36, 2.18), P<0.001]. Conclusion N1 stage nPRLN>3 is an independent prognostic risk factor for NSCLC patients in TxN1M0 stage, which may provide new evidence for future revision of TNM staging N1 stage subclassification.
4.Pharmacoeconomic evaluation of culmerciclib combined with fulvestrant in the second-line treatment of HR+/HER2− locally advanced or metastatic breast cancer
Ran LIU ; Shengnan GAO ; Congxin LI ; Yuxi ZHANG ; Ranran ZHANG ; Yue WANG ; Ziyi LIU ; Guoqiang LIU
China Pharmacy 2026;37(8):1033-1038
OBJECTIVE To evaluate the cost-effectiveness of culmerciclib combined with fulvestrant as second-line treatment for patients with hormone receptor-positive(HR+)/human epidermal growth factor receptor 2-negative (HER2–) locally advanced or metastatic breast cancer, within the context of the Chinese healthcare system. METHODS A partitioned survival model was established based on the CULMATE-1 study, with a simulation time horizon set at 15 years and a cycle length of 28 days. The incremental cost-effectiveness ratio (ICER) of culmerciclib combined with fulvestrant versus fulvestrant monotherapy as second-line treatment for HR+/HER2– breast cancer was calculated. One-way sensitivity analysis and probabilistic sensitivity analysis were performed to assess the robustness of the model. Meanwhile, scenario analysis of culmerciclib price reduction was conducted; the required price reduction and price to reach the willingness-to-pay (WTP) threshold in this study were calculated. RESULTS The results of the base-case analysis indicated that, compared with the fulvestrant monotherapy regimen, culmerciclib combined with fulvestrant yielded an additional 0.823 quality-adjusted life year (QALY), with a corresponding ICER of 371 696.26 yuan/QALY, which exceeded the WTP threshold (199 330 yuan/QALY). The results of the univariate sensitivity analysis indicated that the cost of culmerciclib, the discount rate, the utility values for progression disease and progression free survival status were significant factors influencing the ICER; both the univariate sensitivity analysis and the probabilistic sensitivity analysis validated the robustness of the model results. Scenario analysis indicated that when the price of culmerciclib was reduced by 30%, 55% and 85% respectively, the corresponding ICER values fell below 3, 2, and 1 times China’s per capita GDP in 2025, with the probability of cost-effectiveness being 3.00%, 94.90%, 100%. When the cost of culmerciclib (60 mg) was reduced by 52.6% to 50.96 yuan, the ICER value met the WTP threshold established in this study. CONCLUSIONS When the WTP threshold is set at twice China’s per capita GDP in 2025, second-line treatment with culmerciclib combined with fulvestrant for HR+/HER2– locally advanced or metastatic breast cancer does not exhibit cost-effectiveness advantage over fulvestrant monotherapy. Therefore, a reasonable price reduction is required to alleviate the financial burden on patients.
5.Report of tigecycline-induced adverse reactions in 574 patients
Ranran DONG ; Hao LIU ; Man ZHU ; Jintang NING ; Ao GAO
Chinese Journal of Nosocomiology 2025;35(16):2525-2528
OBJECTIVE To statistically analyze and detect signals for the adverse drug reactions(ADRs)related to tigecycline based on the ADR spontaneous reporting system,so as to provide reference for the prevention of medi-cation risks of tigecycline.METHODS ADR reports of tigecycline were extracted from the ADR spontaneous repor-ting system of the hospital from Oct.2013 to Mar.2024.Statistical analysis was conducted by Microsoft Excel and Free Statistics 2.1.1.The data mining and analysis were performed using the reporting odds ratio(ROR),the proportional reporting ratio(PRR)and the composite criteria of UK Medicines and Healthcare products Regulato-ry Agency(MHRA).RESULTS Among the 574 ADR reports with tigecycline as the primarily suspected drug,elderly patients accounted for over 50%.The ADRs mainly occurred within one week after medication administra-tion,involving 12 organ systems and 57 adverse reaction signals.Through comprehensive analysis using three methods,20 positive risk signals related to tigecycline were identified,mainly affecting the gastrointestinal system,hepatobiliary system and hematological system.The top 5 frequent ADR signals were nausea,vomiting,diarrhea,thrombocytopenia and hyperbilirubinemia.According to the ROR method,the top five ranked ADR sig-nals were hyperbilirubinemia(ROR=330.55),hepatocellular injury(ROR=110.22),elevated amylase(ROR=78.90),cholestasis(ROR=73.32),and decreased fibrinogen(ROR=43.65).CONCLUSIONS The adverse reac-tions of tigecycline mainly occur during the initial stage of medication,and special caution is required when used in elderly patients.High-intensity risk signals for ADRs are hyperbilirubinemia,liver injury,and others related to hematological system and gastrointestinal system.Close monitoring of these ADRs and timely intervention are necessary during medication.
6.Cancer Incidence and Mortality in Henan Province in 2020 and Trends from 2010 to 2020
Kexin YI ; Ranran QIE ; Yin LIU ; Huifang XU ; Hong WANG ; Jinyu ZHANG ; Shaokai ZHANG
China Cancer 2025;34(11):829-837
[Purpose]To analyze the cancer incidence and mortality in 2020 and trends from 2010 to 2020 in Henan Province.[Methods]Data from cancer registries in Henan Province from 2010 to 2020 were collected and evaluated.Incidence and mortality rates were calculated by urban/rural areas,sex and age,and the incidence and mortality of cancers in the whole province in 2020 were estimated based on population data released by Henan Provincial Bureau of Statistics.Age-standardized rates were calculated according to the age-standardized rate of Chinese standard population(ASIRC/ASMRC)and world standard population(ASIRW/ASMRW).Joinpoint 5.4.0 soft-ware was used to construct a regression model to analyze the changing trends of malignant tumors from 2010 to 2020,and the average annual percentage change(AAPC)and 95%confidence in-terval were calculated.[Results]In 2020,the estimated number of new cancer cases in Henan Province was 299 148,with a crude incidence rate of 259.38/105,ASIRC of 201.09/105(204.56/105 for males and 200.45/105 for females)and ASIRW of 196.46/105(203.43/105 for males and 192.22/105 for females).The ASIRC was higher in urban areas(208.10/105)than that in rural areas(197.74/105).The top five cancer types in male were lung,stomach,liver,esophagus,and colorectal cancers,while the top five in female were breast,lung,thyroid,cervical,and esophageal cancers.The estimated number of cancer deaths was 172 070,with a crude mortality rate of 149.20/105 and ASMRC of 106.52/105(137.22/105 for males and 78.04/105 for females)and ASMRW of 106.24/105(137.05/105 for males and 77.91/105 for females).The ASMRC was higher in rural areas(109.92/105)than that in urban areas(99.49/105).The top five causes of cancer death in male were lung,stomach,liver,esophagus,and colorectal cancers,and those in female were lung,esophagus,stomach,liver,and breast cancers.From 2010 to 2020,the trends of ASIRC remained stable(AAPC=0.14%,P=0.572),while the ASMRC showed a significant decreasing trend(AAPC=-1.46%,P=0.011).[Conclusion]Lung cancer,breast cancer and digestive system cancers are the main malignant tumors threatening the health of residents in Henan Province.The incidence and mor-tality of common malignant tumors show significant gender and urban-rural differences.It is neces-sary to further optimize the prevention and control of malignant tumors,formulate targeted inter-vention strategies based on population characteristics,and improve the health awareness of the whole population.
7.Canregtools: a tool package for routine statistical analysis of Chinese population-based cancer registry data based on R language
Qiong CHEN ; Rongshou ZHENG ; Shuzheng LIU ; Hongwei LIU ; Yin LIU ; Ranran QIE ; Shaokai ZHANG
Chinese Journal of Oncology 2025;47(11):1074-1079
Objective:To develop a tool package that meets the routine statistical analysis requirements of population-based cancer registries in China based on R language, with the aim of improving data quality and efficiency, and promoting the nationwide scientific utilization of cancer registry data.Methods:The functional demands for statistical analysis of population-based cancer registry staff were collected through questionnaires or face-to-face interviews. Based on the concept of generic functions in R software's S3 object system, functions were developed by defining specific S3 classes for different data types, allowing the same function to perform diverse tasks depending on the class of input data. A stepwise development strategy was adopted to ensure logical coherence among functional modules, and all functions were systematically tested and validated in accordance with standard R package development guidelines.Results:Six categories of functions, including data reading, data manipulation, data processing, statistical calculation, visualization, and statistical reporting, were developed to support routine statistical analysis of population-based cancer registry data. Data reading functions support reading data formats required by the National Cancer Registry. Data manipulation functions empower conditional filtering of registry data and support regrouping, merging, or transforming the data based on registry attributes (such as urban/rural location) to accommodate different analytical needs. Data processing functions includes age grouping, International Classification of Diseases 10 th Revision (ICD-10) classification, childhood cancer classification, and population estimation. Statistical calculation functions permit the calculation of age-standardized rates, truncated rates, cumulative rates, cumulative risks, life tables, and expansion from abridged to complete life tables. Visualization functions can generate commonly used statistical charts, including population pyramids, bar charts, and line graphs. Statistical reporting functions can integrate key indicators, charts, and narrative descriptions into comprehensive cancer registry reports. Conclusion:An R package named Canregtools was developed based on the concept of S3 generic functions. This package is free of charge, open-source, and highly efficient. It can meet the diversified needs in cancer registry data analysis, visualization, and reporting through standardized data processing workflows, thereby enhancing the quality and efficiency of routine statistical analysis in population-based cancer registries in China.
8.Cost-effectiveness analysis of sacituzumab tirumotecan versus single-agent chemotherapy in second-line and later-line treatment for metastatic triple-negative breast cancer
Ranran ZHANG ; Yuxi ZHANG ; Shengnan GAO ; Bing FENG ; Ning GAO ; Guoqiang LIU
China Pharmacy 2025;36(16):2024-2029
OBJECTIVE To evaluate the cost-effectiveness of sacituzumab tirumotecan (ST) versus chemotherapy treatment physician’s choice (TPC) as second-line and later-line treatment for metastatic triple-negative breast cancer (mTNBC) from the perspective of China’s healthcare system. METHODS A partitioned survival model was constructed based on the OptiTROP-Breast 01 trial, with a cycle length of 4 weeks and a time horizon of 10 years, applying a 5% discount rate. Quality adjusted life year (QALY) and costs were used as outcome measures, and the incremental cost-effectiveness ratio (ICER) of ST versus TPC for second-line and later-line treatment of mTNBC was calculated. Sensitivity analyses were conducted to validate the robustness of the base-case results. RESULTS At a willingness-to-pay threshold (WTP) of 3 times China’s 2024 per capita gross domestic product (GDP) (287 247 yuan/QALY), patients receiving ST gained incremental utility (0.42 QALY) at a higher cost, yielding an ICER of 205 562.07 yuan/QALY, which was lower than WTP, indicating that ST was more cost-effective compared to TPC. One-way sensitivity analysis revealed that key factors influencing the ICER included the utility value of progression-free survival and the price of ST. Probabilistic sensitivity analysis and scenario analysis showed that the base-case results were robust. CONCLUSIONS From the perspective of China’s healthcare system, at a WTP of 3 times China’s per capita GDP, ST is more cost-effective than TPC as second-line and later-line treatment for mTNBC.
9.Clinical efficacy and influencing factors of ceftazidime and avibactam monotherapy versus combination therapy in the treatment of CRGNB infection
Changwei LIU ; Xiaohua WANG ; Hui ZHANG ; Ranran WANG ; Rongcheng XIAO ; Ling FANG
China Pharmacy 2025;36(16):2030-2034
OBJECTIVE To compare the efficacy of ceftazidime and avibactam (CZA) monotherapy and combination therapy in the treatment of carbapenem-resistant Gram-negative bacteria (CRGNB) infections, and analyze the influencing factors. METHODS The data of patients with CRGNB infection who received CZA treatment from January 2020 to March 2025 were collected retrospectively. The patients were divided into the CZA monotherapy group (52 cases) and the CZA combination therapy group (85 cases) according to treatment regimen. The therapeutic effects of the two groups were compared, and the drug susceptibility results of isolated strains were recorded. The multivariate Logistic regression model was used to analyze the factors influencing clinical efficacy of CRGNB patients. RESULTS The bacterial clearance rate of patients was significantly higher in the CZA combination therapy group than in the CZA monotherapy group (P=0.012). However, when comparing the 30-day mortality rate and the clinical response rate between the two groups, no statistically significant differences were observed (P>0.05). Among the isolates, carbapenem-resistant Klebsiella pneumoniae had the highest sensitivity to tigecycline (87.3%) and carbapenem-resistant Pseudomonas aeruginosa showed 90.9% sensitivity to amikacin. Five isolates were resistant to CZA. The multivariate Logistic regression showed, lung infection, receiving continuous renal replacement therapy (CRRT), and inadequate treatment courses were significantly correlated with clinical treatment failure (P<0.05). CONCLUSIONS For CRGNB infection, the clinical efficacy of CZA combination therapy is similar to that of monotherapy, but the combination therapy has a higher bacterial clearance rate. Lung infections, receiving CRRT and inadequate treatment courses (No. are independent risk factors for clinical treatment failure.
10.Metabolome and transcriptome association study reveals biosynthesis of specialized benzylisoquinoline alkaloids in Phellodendron amurense.
Tingxia LIU ; Wanran ZHANG ; Sijia WANG ; Ya TIAN ; Yifan WANG ; Ranran GAO ; Shilin CHEN ; Wei SUN ; Wei MA ; Zhichao XU
Chinese Herbal Medicines 2025;17(1):178-188
OBJECTIVE:
Benzylisoquinoline alkaloids (BIAs) have pharmacological functions and clinical use. BIAs are mainly distributed in plant species across the order Ranunculales and the genus Phellodendron from Sapindales. The BIA biosynthesis has been intensively investigated in Ranunculales species. However, the accumulation mechanism of BIAs in Phellodendron is largely unknown. The aim of this study is to unravel the biosynthetic pathways of BIAs in Phellodendron amurens.
METHODS:
The transcriptome and metabolome data from 18 different tissues of P. amurense were meticulously sequenced and subsequently subjected to a thorough analysis. Weighted gene co-expression network analysis (WGCNA), a powerful systems biology approach that facilitates the construction and subsequent analysis of co-expression networks, was utilized to identify candidate genes involved in BIAs biosynthesis. Following this, recombinant plasmids containing candidate genes were expressed in Escherichia coli, a widely used prokaryotic expression system. The purpose of this genetic engineering endeavor was to express the candidate genes within the bacteria, thereby enabling the assessment of the resultant enzyme activity.
RESULTS:
The synonymous substitutions per synonymous site for paralogs indicated that at least one whole genome duplication event has occurred. The potential BIA biosynthetic pathway of P. amurense was proposed, and two PR10/Bet v1 members, 14 CYP450s, and 33 methyltransferases were selected as related to BIA biosynthesis. One PR10/Bet v1 was identified as norcoclaurine synthase, which could catalyze dopamine and 4-hydroxyphenylacetaldehyde into (S)-norcoclaurine.
CONCLUSION
Our studies provide important insights into the biosynthesis and evolution of BIAs in non-Ranunculales species.

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