Jingfeng Liu, Yisheng Zhu, Jiyang Lv, Xiaohao Hu, Yan Zhong
Background: Hepatocellular carcinoma (HCC) is a highly aggressive malignancy characterized by metabolic reprogramming that supports tumour growth and survival. This study identifies farnesyl diphosphate synthase (FDPs), a key enzyme in the mevalonate pathway, as a critical regulator of HCC proliferation and apoptosis.
Methods: We applied bioinformatics analysis through TCGA and GSE database to identify the expression of FDPs within HCC patients. Then, mechanistic studies were conducted including Western blots, apoptosis assay, RT-qPCR, rescue assay, RNA-sequencing, in vivo study to prove the role of FDPs in regulating HCC progression.
Results: FDPs was found to be significantly upregulated in HCC tissues, and its down-regulation promotes tumour cell apoptosis while inhibiting tumour cell proliferation in vitro and in vivo. Mechanistically, we identified FDPs regulate glucose-6-phosphate dehydrogenase (G6PD) by RNA sequencing, bioinformatics prediction, and rescue experiments, indicating its involvement in glycolysis regulation in tumour cells. The identification of this FDPs-G6PD axis suggests a novel metabolic pathway contributing to HCC development.
Conclusion: In summary, this study highlights FDPs play an essential oncogenic role in HCC, linking it to metabolic reprogramming and tumour survival. These findings establish FDPs as a promising therapeutic target, offering a foundation for further exploration of its regulatory mechanisms and potential clinical applications.
{"title":"Farnesyl Diphosphate Synthase Promotes Proliferation of Hepatocellular Carcinoma Cells by Interacting With Glucose-6-Phosphate Dehydrogenase.","authors":"Jingfeng Liu, Yisheng Zhu, Jiyang Lv, Xiaohao Hu, Yan Zhong","doi":"10.1002/cam4.71620","DOIUrl":"https://doi.org/10.1002/cam4.71620","url":null,"abstract":"<p><strong>Background: </strong>Hepatocellular carcinoma (HCC) is a highly aggressive malignancy characterized by metabolic reprogramming that supports tumour growth and survival. This study identifies farnesyl diphosphate synthase (FDPs), a key enzyme in the mevalonate pathway, as a critical regulator of HCC proliferation and apoptosis.</p><p><strong>Methods: </strong>We applied bioinformatics analysis through TCGA and GSE database to identify the expression of FDPs within HCC patients. Then, mechanistic studies were conducted including Western blots, apoptosis assay, RT-qPCR, rescue assay, RNA-sequencing, in vivo study to prove the role of FDPs in regulating HCC progression.</p><p><strong>Results: </strong>FDPs was found to be significantly upregulated in HCC tissues, and its down-regulation promotes tumour cell apoptosis while inhibiting tumour cell proliferation in vitro and in vivo. Mechanistically, we identified FDPs regulate glucose-6-phosphate dehydrogenase (G6PD) by RNA sequencing, bioinformatics prediction, and rescue experiments, indicating its involvement in glycolysis regulation in tumour cells. The identification of this FDPs-G6PD axis suggests a novel metabolic pathway contributing to HCC development.</p><p><strong>Conclusion: </strong>In summary, this study highlights FDPs play an essential oncogenic role in HCC, linking it to metabolic reprogramming and tumour survival. These findings establish FDPs as a promising therapeutic target, offering a foundation for further exploration of its regulatory mechanisms and potential clinical applications.</p>","PeriodicalId":139,"journal":{"name":"Cancer Medicine","volume":"15 2","pages":"e71620"},"PeriodicalIF":3.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146155543","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Koji Fujita, Kei Takuma, Mai Nakahara, Hironobu Suto, Asahiro Morishita, Takashi Himoto, Keiichi Okano, Hideki Kobara
Objectives: Progression of hepatocellular carcinoma (HCC) and cardiovascular thrombosis (CVT) has a bidirectional causal relationship. CVT complications will increase in patients with HCC due to etiology shift from viral hepatitis to metabolic dysfunction-related steatohepatitis.
Aim: This study aimed to evaluate the clinical impact of CVT, focusing on patients with HCC treated after transarterial chemoembolization.
Methods: A retrospective cohort study enrolled 402 patients including 79 patients with CVT in a single university hospital. Cox proportional hazard model analysis was performed to identify independent prognostic factors. After adjusting for baseline characteristics by propensity score matching, the survival impact of the CVT complication was evaluated using the Kaplan-Meier curve.
Results: A multivariate analysis determined that CVT complication was an independent risk factor for overall deaths in patients with HCC (HR = 1.751, IQR 1.203-2.548, p < 0.05). Propensity score matching generated a pair of 54-patient cohorts. The median survival time of patients with CVT (1106 days) shortened to half compared to those without CVT (2707 days, HR = 2.298, IQR: 1.399-4.169, p = 0.0020). While recurrence-free survival was not significantly different (p > 0.05), post-recurrence survival was shorter in patients with CVT (2150 days vs. 1008 days, HR = 1.945, IQR: 1.150-3.740, p = 0.0188).
Conclusions: Assuming that the expected life expectancy is only half that of uncomplicated cases of CVT, CVT might be a major prognostic factor in patients with HCC, following tumor burden and functional hepatic reserve.
目的:肝细胞癌(HCC)的进展与心血管血栓形成(CVT)存在双向因果关系。由于病因从病毒性肝炎转变为代谢功能障碍相关的脂肪性肝炎,HCC患者的CVT并发症将增加。目的:本研究旨在评估CVT的临床影响,重点关注经动脉化疗栓塞治疗的HCC患者。方法:回顾性队列研究纳入402例患者,其中79例为CVT。采用Cox比例风险模型分析确定独立预后因素。通过倾向评分匹配调整基线特征后,使用Kaplan-Meier曲线评估CVT并发症对生存的影响。结果:多因素分析确定CVT并发症是HCC患者总死亡的独立危险因素(HR = 1.751, IQR = 1.203 ~ 2.548, p 0.05), CVT患者复发后生存时间较短(2150天比1008天,HR = 1.945, IQR: 1.150 ~ 3.740, p = 0.0188)。结论:假设预期寿命仅为无并发症CVT患者的一半,CVT可能是HCC患者预后的主要因素,仅次于肿瘤负荷和肝脏功能储备。
{"title":"The Clinical Impact of Cardiovascular Thrombosis on Overall Survival in Patients With Hepatocellular Carcinoma After Transarterial Chemoembolization.","authors":"Koji Fujita, Kei Takuma, Mai Nakahara, Hironobu Suto, Asahiro Morishita, Takashi Himoto, Keiichi Okano, Hideki Kobara","doi":"10.1002/cam4.71594","DOIUrl":"10.1002/cam4.71594","url":null,"abstract":"<p><strong>Objectives: </strong>Progression of hepatocellular carcinoma (HCC) and cardiovascular thrombosis (CVT) has a bidirectional causal relationship. CVT complications will increase in patients with HCC due to etiology shift from viral hepatitis to metabolic dysfunction-related steatohepatitis.</p><p><strong>Aim: </strong>This study aimed to evaluate the clinical impact of CVT, focusing on patients with HCC treated after transarterial chemoembolization.</p><p><strong>Methods: </strong>A retrospective cohort study enrolled 402 patients including 79 patients with CVT in a single university hospital. Cox proportional hazard model analysis was performed to identify independent prognostic factors. After adjusting for baseline characteristics by propensity score matching, the survival impact of the CVT complication was evaluated using the Kaplan-Meier curve.</p><p><strong>Results: </strong>A multivariate analysis determined that CVT complication was an independent risk factor for overall deaths in patients with HCC (HR = 1.751, IQR 1.203-2.548, p < 0.05). Propensity score matching generated a pair of 54-patient cohorts. The median survival time of patients with CVT (1106 days) shortened to half compared to those without CVT (2707 days, HR = 2.298, IQR: 1.399-4.169, p = 0.0020). While recurrence-free survival was not significantly different (p > 0.05), post-recurrence survival was shorter in patients with CVT (2150 days vs. 1008 days, HR = 1.945, IQR: 1.150-3.740, p = 0.0188).</p><p><strong>Conclusions: </strong>Assuming that the expected life expectancy is only half that of uncomplicated cases of CVT, CVT might be a major prognostic factor in patients with HCC, following tumor burden and functional hepatic reserve.</p>","PeriodicalId":139,"journal":{"name":"Cancer Medicine","volume":"15 2","pages":"e71594"},"PeriodicalIF":3.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12883332/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146140550","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Platinum-based two-agent chemotherapy combined with immunotherapy is now the first-line standard of care for extensive-stage small cell lung cancer (ES-SCLC). Further studies are needed to determine whether continuing immunotherapy (IO) can provide benefit in patients whose disease has progressed after first-line treatment. Therefore, we conducted a retrospective study to evaluate the efficacy of continuing IO in patients.
Methods: The study retrospectively collected clinical data of ES-SCLC patients as progressive disease (PD) after receiving first-line treatment with PD-1/PD-L1 inhibitors. According to whether to continue immunotherapy or not, patients were divided into the continuing IO group and the control group. The differences in progression-free survival (PFS2, defined as time from progression on first-line treatment to progression on second-line treatment) and overall survival (OS) between the two groups were compared.
Result: As a result, a total of 489 patients from three cancer centers were enrolled in this study, of which 298 patients were included in the continuing IO group and 191 patients were included in the control group. By analysis, it was found that continuing IO could prolong OS (median: 18.82 months vs. 16.43 months, p = 0.008) and PFS2 (median: 4.13 months vs. 3.77 months, p = 0.04) compared to the control group. In subgroup analyses, continuing immunotherapy led to prolonged survival in patients with an initial efficacy evaluation of the complete response (CR) or partial response (PR). And there was also no difference in survival between the PD-L1 inhibitor group and the PD-1 inhibitor group in the comparison of different ICIs types.
Conclusions: Continuation of immunotherapy after standard first-line immunotherapy plus chemotherapy can improve survival in patients with ES-SCLC.
{"title":"Continuing Immunotherapy Beyond Progression Prolongs the Survival of Patients With Extensive-Stage Small-Cell Lung Cancer: A Multicenter Retrospective Analysis.","authors":"Zhuoran Sun, Yaru Tian, Shuangqing Lu, Jiling Niu, Qingfen Dong, Hui Zhu","doi":"10.1002/cam4.71607","DOIUrl":"10.1002/cam4.71607","url":null,"abstract":"<p><strong>Background: </strong>Platinum-based two-agent chemotherapy combined with immunotherapy is now the first-line standard of care for extensive-stage small cell lung cancer (ES-SCLC). Further studies are needed to determine whether continuing immunotherapy (IO) can provide benefit in patients whose disease has progressed after first-line treatment. Therefore, we conducted a retrospective study to evaluate the efficacy of continuing IO in patients.</p><p><strong>Methods: </strong>The study retrospectively collected clinical data of ES-SCLC patients as progressive disease (PD) after receiving first-line treatment with PD-1/PD-L1 inhibitors. According to whether to continue immunotherapy or not, patients were divided into the continuing IO group and the control group. The differences in progression-free survival (PFS2, defined as time from progression on first-line treatment to progression on second-line treatment) and overall survival (OS) between the two groups were compared.</p><p><strong>Result: </strong>As a result, a total of 489 patients from three cancer centers were enrolled in this study, of which 298 patients were included in the continuing IO group and 191 patients were included in the control group. By analysis, it was found that continuing IO could prolong OS (median: 18.82 months vs. 16.43 months, p = 0.008) and PFS2 (median: 4.13 months vs. 3.77 months, p = 0.04) compared to the control group. In subgroup analyses, continuing immunotherapy led to prolonged survival in patients with an initial efficacy evaluation of the complete response (CR) or partial response (PR). And there was also no difference in survival between the PD-L1 inhibitor group and the PD-1 inhibitor group in the comparison of different ICIs types.</p><p><strong>Conclusions: </strong>Continuation of immunotherapy after standard first-line immunotherapy plus chemotherapy can improve survival in patients with ES-SCLC.</p>","PeriodicalId":139,"journal":{"name":"Cancer Medicine","volume":"15 2","pages":"e71607"},"PeriodicalIF":3.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12883302/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146140489","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Aim: This study aimed to clarify the clinical characteristics of patients with advanced hepatocellular carcinoma (HCC) who transitioned to subsequent therapies following systemic therapy (ST).
Methods: In total, 136 patients with unresectable HCC (26 hepatitis B, 47 hepatitis C and 63 others) receiving first-line ST, including 31 patients treated with immune checkpoint inhibitors (ICIs), were enrolled. Clinical characteristics and adverse events observed during treatment, as well as overall survival (OS), progression-free survival and post progression survival (PPS), were compared between patients who transitioned to subsequent therapies (2nd therapy group, n = 66) and those who did not (non-2nd therapy group, n = 70).
Results: Significant differences between the two groups were observed in OS (29.3 vs. 10.7 months, p < 0.001), PPS (11.3 vs. 2.9 months, p < 0.001), ALBI score (-2.48 vs. -2.34, p = 0.018), treatment with/without ICIs (24/42 vs. 7/63, p < 0.001), TNM stage (II/III/IVA/IVB; 15/26/7/18 vs. 3/27/10/30, p = 0.008) and the adverse events of appetite loss (p = 0.009) and proteinuria (p = 0.006). A favourable ALBI score (p = 0.005), treatment with ICIs (p = 0.002) and earlier TNM stage (p = 0.027) identified by logistic regression analysis and TNM stage II in men and prothrombin time ≥ 105% in women by classification tree analysis were found to be associated with a higher likelihood of transitioning to subsequent therapies.
Conclusions: Initiating systemic therapy, including ICIs, before clinical stage progression and preserving the hepatic reserve is crucial for ensuring a smooth transition to subsequent therapies. REGISTRY AND THE REGISTRATION NO.
{"title":"Clinical Characteristics of Patients With Advanced Hepatocellular Carcinoma Who Transitioned to Subsequent Therapies Following Systemic Therapy.","authors":"Kenji Imai, Koji Takai, Masashi Aiba, Shinji Unome, Takao Miwa, Tatsunori Hanai, Hiroyasu Sakai, Yohei Shirakami, Atsushi Suetsugu, Masahito Shimizu","doi":"10.1002/cam4.71616","DOIUrl":"10.1002/cam4.71616","url":null,"abstract":"<p><strong>Aim: </strong>This study aimed to clarify the clinical characteristics of patients with advanced hepatocellular carcinoma (HCC) who transitioned to subsequent therapies following systemic therapy (ST).</p><p><strong>Methods: </strong>In total, 136 patients with unresectable HCC (26 hepatitis B, 47 hepatitis C and 63 others) receiving first-line ST, including 31 patients treated with immune checkpoint inhibitors (ICIs), were enrolled. Clinical characteristics and adverse events observed during treatment, as well as overall survival (OS), progression-free survival and post progression survival (PPS), were compared between patients who transitioned to subsequent therapies (2nd therapy group, n = 66) and those who did not (non-2nd therapy group, n = 70).</p><p><strong>Results: </strong>Significant differences between the two groups were observed in OS (29.3 vs. 10.7 months, p < 0.001), PPS (11.3 vs. 2.9 months, p < 0.001), ALBI score (-2.48 vs. -2.34, p = 0.018), treatment with/without ICIs (24/42 vs. 7/63, p < 0.001), TNM stage (II/III/IVA/IVB; 15/26/7/18 vs. 3/27/10/30, p = 0.008) and the adverse events of appetite loss (p = 0.009) and proteinuria (p = 0.006). A favourable ALBI score (p = 0.005), treatment with ICIs (p = 0.002) and earlier TNM stage (p = 0.027) identified by logistic regression analysis and TNM stage II in men and prothrombin time ≥ 105% in women by classification tree analysis were found to be associated with a higher likelihood of transitioning to subsequent therapies.</p><p><strong>Conclusions: </strong>Initiating systemic therapy, including ICIs, before clinical stage progression and preserving the hepatic reserve is crucial for ensuring a smooth transition to subsequent therapies. REGISTRY AND THE REGISTRATION NO.</p><p><strong>Of the study/trial: </strong>N/A.</p>","PeriodicalId":139,"journal":{"name":"Cancer Medicine","volume":"15 2","pages":"e71616"},"PeriodicalIF":3.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12883330/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146140547","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Le Tian, Jia-Xin Huang, Xi Zhang, Ning Li, Zhi-Min Bian, Na Li, Shao-Ming Wang, Xin-Qi Liu, Zhi-Yong Li, Qing-Long Jiang, Chao Wang, Cong Zhao, Wei Wei, Ming-Hua Cong
Objective: There is a lack of studies investigating Cancer therapy-induced thrombocytopenia (CTIT) and the risk factors predicting CTIT-related hemorrhage in the emergency oncology patient population. This study aimed to present Chinese data on CTIT and organ bleeding in patients undergoing emergency oncology.
Methods: This retrospective study was conducted in the Oncology Emergency Department. We evaluated the clinical features and outcomes of CTIT and associated organ hemorrhage.
Results: A retrospective analysis collected data from 8590 cases of malignant tumor emergency visits. Among these, 1164 cases (13.5%) of CTIT met the inclusion criteria, with a median patient age of 61 years. 61 (5.24%) of the 1164 CTIT cases were associated with overt organ hemorrhage. Independent risk factors predicting CTIT deterioration included Eastern Cooperative Oncology Group (ECOG) score of 2-4 (odds ratio [OR] = 4.883), stage IV (OR = 2.275), organ bleeding (OR = 3.029), anemia (OR = 3.243), and fever (OR = 5.360), all with p < 0.05. Among the 61 cases with bleeding, 41% (25/61) involved lung cancer. The bleeding group had a significantly higher proportion of patients with fever (11.5% vs. 2.9%), pleural effusion (25.0% vs. 9.8%), and malnutrition requiring parenteral nutritional support (9.8% vs. 2.8%) compared to the non-bleeding group (p < 0.05). Fever (OR = 4.886, p = 0.003) and pleural effusion (OR = 4.812, p = 0.007) were identified as independent risk factors for CTIT-related bleeding.
Conclusion: Malignancies associated with reduced platelet counts and additional risk factors require heightened clinical vigilance for hemorrhage development.
{"title":"Thrombocytopenia and Bleeding in Patients With Oncologic Emergencies Following Cancer Therapy.","authors":"Le Tian, Jia-Xin Huang, Xi Zhang, Ning Li, Zhi-Min Bian, Na Li, Shao-Ming Wang, Xin-Qi Liu, Zhi-Yong Li, Qing-Long Jiang, Chao Wang, Cong Zhao, Wei Wei, Ming-Hua Cong","doi":"10.1002/cam4.71621","DOIUrl":"https://doi.org/10.1002/cam4.71621","url":null,"abstract":"<p><strong>Objective: </strong>There is a lack of studies investigating Cancer therapy-induced thrombocytopenia (CTIT) and the risk factors predicting CTIT-related hemorrhage in the emergency oncology patient population. This study aimed to present Chinese data on CTIT and organ bleeding in patients undergoing emergency oncology.</p><p><strong>Methods: </strong>This retrospective study was conducted in the Oncology Emergency Department. We evaluated the clinical features and outcomes of CTIT and associated organ hemorrhage.</p><p><strong>Results: </strong>A retrospective analysis collected data from 8590 cases of malignant tumor emergency visits. Among these, 1164 cases (13.5%) of CTIT met the inclusion criteria, with a median patient age of 61 years. 61 (5.24%) of the 1164 CTIT cases were associated with overt organ hemorrhage. Independent risk factors predicting CTIT deterioration included Eastern Cooperative Oncology Group (ECOG) score of 2-4 (odds ratio [OR] = 4.883), stage IV (OR = 2.275), organ bleeding (OR = 3.029), anemia (OR = 3.243), and fever (OR = 5.360), all with p < 0.05. Among the 61 cases with bleeding, 41% (25/61) involved lung cancer. The bleeding group had a significantly higher proportion of patients with fever (11.5% vs. 2.9%), pleural effusion (25.0% vs. 9.8%), and malnutrition requiring parenteral nutritional support (9.8% vs. 2.8%) compared to the non-bleeding group (p < 0.05). Fever (OR = 4.886, p = 0.003) and pleural effusion (OR = 4.812, p = 0.007) were identified as independent risk factors for CTIT-related bleeding.</p><p><strong>Conclusion: </strong>Malignancies associated with reduced platelet counts and additional risk factors require heightened clinical vigilance for hemorrhage development.</p>","PeriodicalId":139,"journal":{"name":"Cancer Medicine","volume":"15 2","pages":"e71621"},"PeriodicalIF":3.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146155344","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Panpan Jiao, Lijuan Xue, Weijuan Tan, Quan Chen, Shan Lin, Min Song, Chunling Ma, Juan Zhan
Background: Anti-programmed death 1 (PD-1) and anti-programmed death ligand 1 (PD-L1) immune checkpoint inhibitors (ICIs) have changed the treatment landscape of many advanced malignancies. However, immune-related adverse events (irAEs) bring great challenges to clinical benefits. The prediction of irAEs is urgently demanded for early detection and intervention.
Methods: Patients in our center who received anti-PD-(L)1 immunotherapy between January 2019 and May 2023 were collected. Logistic least absolute shrinkage and selection operator (LASSO) regression analysis with 10-fold cross-validation was performed to identify the most relevant variables associated with irAEs. Multivariate logistic regression analysis was used to build a prediction model by introducing features selected in LASSO regression analysis.
Results: Overall, 680 eligible patients were included, of whom 330 patients were included in the irAEs group. In the irAEs group, 455 different irAEs were reported, of which 52 events were grade 3 or higher in severity. Endocrinal toxicities (174/680, 25.59%) were the most commonly reported irAEs. Through LASSO and logistic regression analysis, we developed a risk assessment model to predict the risk of irAEs based on basophil percentage (BASO%), hemoglobin (Hb), absolute lymphocyte count (ALC), platelet-to-lymphocyte ratio (PLR), lymphocyte-to-monocyte ratio (LMR), blood urea nitrogen level (BUN), the Charlson comorbidity index (CCI) score, Eastern Cooperative Oncology Group Performance Status (ECOG PS), and hepatitis B/hepatitis B surface antigen carriers. The model had a C-index of 0.727, with good discrimination and calibration capabilities.
Conclusion: The prediction model developed in our study can screen and monitor patients with high risk of developing irAEs. It may improve prognosis for pan-cancer patients receiving anti-PD-(L)1 immunotherapy.
{"title":"Risk Factors and Prediction Model for Early-Onset Immune-Related Adverse Events in Pan-Cancer Patients Undergoing Anti-PD-(L)1 Therapy: A Retrospective Study in a Tertiary-Level Hospital.","authors":"Panpan Jiao, Lijuan Xue, Weijuan Tan, Quan Chen, Shan Lin, Min Song, Chunling Ma, Juan Zhan","doi":"10.1002/cam4.71603","DOIUrl":"https://doi.org/10.1002/cam4.71603","url":null,"abstract":"<p><strong>Background: </strong>Anti-programmed death 1 (PD-1) and anti-programmed death ligand 1 (PD-L1) immune checkpoint inhibitors (ICIs) have changed the treatment landscape of many advanced malignancies. However, immune-related adverse events (irAEs) bring great challenges to clinical benefits. The prediction of irAEs is urgently demanded for early detection and intervention.</p><p><strong>Methods: </strong>Patients in our center who received anti-PD-(L)1 immunotherapy between January 2019 and May 2023 were collected. Logistic least absolute shrinkage and selection operator (LASSO) regression analysis with 10-fold cross-validation was performed to identify the most relevant variables associated with irAEs. Multivariate logistic regression analysis was used to build a prediction model by introducing features selected in LASSO regression analysis.</p><p><strong>Results: </strong>Overall, 680 eligible patients were included, of whom 330 patients were included in the irAEs group. In the irAEs group, 455 different irAEs were reported, of which 52 events were grade 3 or higher in severity. Endocrinal toxicities (174/680, 25.59%) were the most commonly reported irAEs. Through LASSO and logistic regression analysis, we developed a risk assessment model to predict the risk of irAEs based on basophil percentage (BASO%), hemoglobin (Hb), absolute lymphocyte count (ALC), platelet-to-lymphocyte ratio (PLR), lymphocyte-to-monocyte ratio (LMR), blood urea nitrogen level (BUN), the Charlson comorbidity index (CCI) score, Eastern Cooperative Oncology Group Performance Status (ECOG PS), and hepatitis B/hepatitis B surface antigen carriers. The model had a C-index of 0.727, with good discrimination and calibration capabilities.</p><p><strong>Conclusion: </strong>The prediction model developed in our study can screen and monitor patients with high risk of developing irAEs. It may improve prognosis for pan-cancer patients receiving anti-PD-(L)1 immunotherapy.</p>","PeriodicalId":139,"journal":{"name":"Cancer Medicine","volume":"15 2","pages":"e71603"},"PeriodicalIF":3.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146155386","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Grace E. Markey, Julie J. Ruterbusch, Tara E. Baird, Jennifer L. Martin, Ann G. Schwartz, David G. Finlay, Trey Timban, Matthew R. Trendowski, M. Safwan Badr, Kerri Winters-Stone, Jennifer L. Beebe-Dimmer