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Doshita K, Naito T, Matsuda S, Morita M, Sekikawa M, Miura K, Kodama H, Yabe M, Morikawa N, Iida Y, Mamesaya N, Kobayashi H, Ko R, Wakuda K, Ono A, Murakami H, Kenmotsu H, Takahashi T. Exploring the relationship between anorexia and therapeutic efficacy in advanced lung cancer treatment: a retrospective study. Thorac Cancer 2024; 15:1831-1841. [PMID: 39075850 PMCID: PMC11367660 DOI: 10.1111/1759-7714.15403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 06/22/2024] [Accepted: 06/26/2024] [Indexed: 07/31/2024] Open
Abstract
BACKGROUND Chemotherapy-induced anorexia is a common occurrence in patients undergoing treatment for advanced lung cancer. However, the relationship between chemotherapy-induced anorexia and weight loss during platinum-based chemotherapy combined with immune checkpoint inhibitors is unclear. This study explored the relationship between chemotherapy-induced anorexia and therapeutic outcomes in patients with stage IV non-small-cell lung cancer undergoing platinum-based chemotherapy combined with immune checkpoint inhibitors. METHODS The study retrospectively reviewed the medical records of 106 patients with stage IV non-small-cell lung cancer treated with platinum-based chemotherapy and immune checkpoint inhibitors between January 2019 and October 2022. The incidence of weight loss and its association with treatment efficacy was assessed in the chemotherapy-induced anorexia group. Chemotherapy-induced anorexia, nausea, and vomiting were evaluated using Common Terminology Criteria for Adverse Events v 5.0. Progression-free and overall survival were used to measure treatment efficacy. RESULTS Chemotherapy-induced anorexia was observed in 13.2% of patients. These patients exhibited significant weight loss at 6 and 9 weeks after treatment initiation compared to those in the non-chemotherapy-induced anorexia group. Progression-free and overall survival were shorter in the chemotherapy-induced anorexia group than in the non-chemotherapy-induced anorexia group, but the difference was not statistically significant. CONCLUSIONS Chemotherapy-induced anorexia was associated with significant weight loss and reduced treatment efficacy in patients with stage IV non-small-cell lung cancer. These results highlight the importance of implementing robust supportive care for chemotherapy-induced anorexia to mitigate weight loss and uphold treatment effectiveness during platinum-based chemotherapy combined with immune checkpoint inhibitors.
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Affiliation(s)
- Kosei Doshita
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
| | - Tateaki Naito
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
| | - Suguru Matsuda
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
| | - Meiko Morita
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
| | - Motoki Sekikawa
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
| | - Keita Miura
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
| | - Hiroaki Kodama
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
| | - Michitoshi Yabe
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
| | - Noboru Morikawa
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
| | - Yuko Iida
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
| | - Nobuaki Mamesaya
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
| | - Haruki Kobayashi
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
| | - Ryo Ko
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
| | - Kazushige Wakuda
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
| | - Akira Ono
- Division of Thoracic OncologyShizuoka Cancer CenterShizuokaJapan
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Graabak G, Grønberg BH, Killingberg KT, Halvorsen TO. Effect of FDG PET-CT for Staging and Radiotherapy Planning - A Comparison of Cohorts From Two Randomized Trials of Thoracic Radiotherapy in Limited-Stage SCLC. JTO Clin Res Rep 2024; 5:100688. [PMID: 39286339 PMCID: PMC11404135 DOI: 10.1016/j.jtocrr.2024.100688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 04/30/2024] [Accepted: 05/08/2024] [Indexed: 09/19/2024] Open
Abstract
Introduction 18F-fluorodeoxyglucose positron emission tomography-computed tomography (PET-CT) is recommended for staging and defining target volume in limited-stage SCLC, though the impact on outcomes compared with CT staging and elective nodal irradiation (ENI) is not well documented. We analyzed patients receiving 45 Gy/30 fractions in two randomized trials of thoracic radiotherapy (TRT) in limited-stage SCLC (HAST and THORA trials) to evaluate whether PET-CT for staging and radiotherapy planning reduces radiotoxicity and improves survival. Methods Patients in HAST were staged with CT of the thorax and upper abdomen and brain magnetic resonance imaging of the brain. Patients in THORA were staged with PET-CT in addition. All patients were to receive four courses of platinum/etoposide chemotherapy and concurrent TRT starting three to four weeks after the first chemotherapy course. In HAST, target volumes included pathological lesions on CT plus ENI of lymph node stations 4-7 (bilateral). In THORA, target volumes were limited to PET-CT-positive lesions (selective nodal irradiation [SNI]). Results A total of 149 patients were included (PET-CT/SNI: n = 76, CT/ENI: n=73); the median age was 64 years, 56% were women, 85% had PS 0 to 1, and 81% had stage III disease. The PET-CT/SNI group experienced less grade 3-4 esophagitis (18% versus 33%, p = 0.043), less grade >=1 pneumonitis (5% versus 16%, p = 0.028), and less dysphagia after TRT (mean scores on European Organisation for Research and Treatment of Cancer 13-item lung cancer module: 45 versus 72). There was no difference in median overall survival (24 versus 25 mo, p = 0.59) or progression-free survival (11 versus 11 mo, p = 0.23). Conclusions Using PET-CT for staging and target volume definition of TRT reduces acute radiotoxicity but does not improve overall or progression-free survival in limited-stage SCLC.
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Affiliation(s)
- Gustav Graabak
- Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Oncology, St Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Bjørn Henning Grønberg
- Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Oncology, St Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Kristin Toftaker Killingberg
- Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Oncology, St Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Tarje Onsøien Halvorsen
- Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Oncology, St Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
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Vogl TJ, Emrich EI, Gruber T, Trojan J, Bernatz S. Baseline parenchymal blood volume is a potential prognostic imaging biomarker in patients with malignant liver tumors treated with transarterial chemoembolization. Abdom Radiol (NY) 2024; 49:3056-3068. [PMID: 38642095 PMCID: PMC11335802 DOI: 10.1007/s00261-024-04240-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Revised: 02/04/2024] [Accepted: 02/05/2024] [Indexed: 04/22/2024]
Abstract
PURPOSE To assess the prognostic value of Parenchymal Blood Volume (PBV) in predicting survival, tumor response, and PBV response after transarterial chemoembolization (TACE). METHODS A total of 137 patients with malignant liver tumors who were treated with TACE between 07/2016 and 07/2018 were evaluated. Computed tomography illustrations were reworked at a dedicated workstation to create a PBV map which was overlapped with the associated magnetic resonance image to determine tumor diameter and PBV. Patients were divided into two groups according to their initial PBV value: PBV < 50 or ≥ 50 ml/l. RESULTS Retrospectively, for patients with at least 2 TACE and initial PBV < 50 ml/l (n = 27), the tumor volume, regardless of the primary tumor type, decreased by 13.26%, and PBV showed a decrease of 23.11%. For 84 patients with PBV ≥ 50 ml/l, the tumor volume decreased by 24.01%, and PBV showed a more substantial decrease of 44.69% (both p < 0.001). In the overall study population (n = 137), patients with an initial PBV ≥ 50 ml/l (n = 101) survived for an average of 15.05 months, while patients with an initial PBV < 50 ml/l (n = 36) survived for 10.01 months (p < 0.002). Subgroup analysis indicated that median survival in the HCC group was longer at PBV ≥ 50 ml/l. For CRC and other primary tumors, the survival time for high and low initial PBV was almost identical. CONCLUSION Our study reveals a noteworthy correlation between high initial PBV values and a significant reduction in both relative and absolute tumor volume. This association suggests a potential prognostic indicator, indicating that elevated PBV may signify a more favorable response to transarterial chemoembolization (TACE). Additionally, patients with high initial PBV values experienced an extended overall survival time. Notably, the subgroup analysis highlighted a prolonged survival time in the HCC group with elevated initial PBV values. These findings underscore the potential significance of assessing PBV as a predictive factor in the context of TACE, especially in specific tumor entities such as HCC. Further investigations are essential to validate and extrapolate these observations to optimize patient outcomes.
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Affiliation(s)
- Thomas J Vogl
- Institute for Diagnostic and Interventional Radiology, Theodor-Stern-Kai 7, 60590, Frankfurt, Germany
| | - Eileen Isabell Emrich
- Institute for Diagnostic and Interventional Radiology, Theodor-Stern-Kai 7, 60590, Frankfurt, Germany.
- , Kurmainzerstraße 21, 61440, Oberursel, Germany.
| | - Tatjana Gruber
- Institute for Diagnostic and Interventional Radiology, Theodor-Stern-Kai 7, 60590, Frankfurt, Germany
| | - Jörg Trojan
- Institute for Diagnostic and Interventional Radiology, Theodor-Stern-Kai 7, 60590, Frankfurt, Germany
| | - Simon Bernatz
- Institute for Diagnostic and Interventional Radiology, Theodor-Stern-Kai 7, 60590, Frankfurt, Germany
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Dejardin D, Kraxner A, Schindler E, Städler N, Wolbers M. An overview of statistical methods for biomarkers relevant to early clinical development of cancer immunotherapies. Front Immunol 2024; 15:1351584. [PMID: 39234243 PMCID: PMC11371698 DOI: 10.3389/fimmu.2024.1351584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 07/29/2024] [Indexed: 09/06/2024] Open
Abstract
Over the last decade, a new paradigm for cancer therapies has emerged which leverages the immune system to act against the tumor. The novel mechanism of action of these immunotherapies has also introduced new challenges to drug development. Biomarkers play a key role in several areas of early clinical development of immunotherapies including the demonstration of mechanism of action, dose finding and dose optimization, mitigation and prevention of adverse reactions, and patient enrichment and indication prioritization. We discuss statistical principles and methods for establishing the prognostic, predictive aspect of a (set of) biomarker and for linking the change in biomarkers to clinical efficacy in the context of early development studies. The methods discussed are meant to avoid bias and produce robust and reproducible conclusions. This review is targeted to drug developers and data scientists interested in the strategic usage and analysis of biomarkers in the context of immunotherapies.
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Affiliation(s)
- David Dejardin
- Data Sciences, Product Development, F. Hoffmann-La Roche AG, Basel, Switzerland
| | - Anton Kraxner
- Roche Pharma Research and Early Development Oncology, F. Hoffmann-La Roche AG, Basel, Switzerland
| | - Emilie Schindler
- Roche Pharma Research and Early Development Oncology, F. Hoffmann-La Roche AG, Basel, Switzerland
| | - Nicolas Städler
- Roche Pharma Research and Early Development Oncology, F. Hoffmann-La Roche AG, Basel, Switzerland
| | - Marcel Wolbers
- Data Sciences, Product Development, F. Hoffmann-La Roche AG, Basel, Switzerland
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Chen C, Zhao F, Peng J, Zhao D, Xu L, Li H, Ma S, Peng X, Sheng X, Sun Y, Wang T, Dong H, Ding Y, Wu Z, Liang X, Gao L, Wang H, Ma C, Li C. Soluble Tim-3 serves as a tumor prognostic marker and therapeutic target for CD8 + T cell exhaustion and anti-PD-1 resistance. Cell Rep Med 2024; 5:101686. [PMID: 39168104 PMCID: PMC11384939 DOI: 10.1016/j.xcrm.2024.101686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 06/14/2024] [Accepted: 07/23/2024] [Indexed: 08/23/2024]
Abstract
Resistance to PD-1 blockade in onco-immunotherapy greatly limits its clinical application. T cell immunoglobulin and mucin domain containing-3 (Tim-3), a promising immune checkpoint target, is cleaved by ADAM10/17 to produce its soluble form (sTim-3) in humans, potentially becoming involved in anti-PD-1 resistance. Herein, serum sTim-3 upregulation was observed in non-small cell lung cancer (NSCLC) and various digestive tumors. Notably, serum sTim-3 is further upregulated in non-responding patients undergoing anti-PD-1 therapy for NSCLC and anti-PD-1-resistant cholangiocarcinoma patients. Furthermore, sTim-3 overexpression facilitates tumor progression and confers anti-PD-1 resistance in multiple tumor mouse models. Mechanistically, sTim-3 induces terminal T cell exhaustion and attenuates CD8+ T cell response to PD-1 blockade through carcinoembryonic antigen-related cell adhesion molecule 1 (CEACAM-1). Moreover, the ADAM10 inhibitor GI254023X, which blocks sTim-3 production, reduces tumor progression in Tim-3 humanized mice and reverses anti-PD-1 resistance in human tumor-infiltrating lymphocytes (TILs). Overall, human sTim-3 holds great predictive and therapeutic potential in onco-immunotherapy.
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Affiliation(s)
- Chaojia Chen
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China; The Jackson Laboratory, Bar Harbor, ME, USA
| | - Fangcheng Zhao
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China
| | - Jiali Peng
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China; Shandong Key Laboratory of Gynecologic Oncology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, P.R. China
| | - Di Zhao
- Department of Clinical Laboratory, Qilu Hospital of Shandong University, Jinan, Shandong 250012, P.R. China
| | - Liyun Xu
- Cell and Molecular Biology Laboratory, Zhoushan Hospital, Zhoushan, Zhejiang 316004, China
| | - Huayu Li
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China
| | - Shuaiya Ma
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China
| | - Xueqi Peng
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China
| | - Xue Sheng
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China
| | - Yang Sun
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China
| | - Tixiao Wang
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China
| | - Haoqing Dong
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China
| | - Yuming Ding
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China
| | - Zhuanchang Wu
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China
| | - Xiaohong Liang
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China
| | - Lifen Gao
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China
| | - Hongyan Wang
- State Key Laboratory of Cell Biology, Shanghai Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai 200031, P.R. China
| | - Chunhong Ma
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Immunology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China.
| | - Chunyang Li
- Key Laboratory for Experimental Teratology of Ministry of Education and Department of Histology and Embryology, School of Basic Medical Sciences, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, P.R. China.
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Hu M, Yingyu Z, Zhang M, Wang Q, Cheng W, Hou L, Yuan J, Yu Z, Li L, Zhang X, Zhang W. Functionalizing tetrahedral framework nucleic acids-based nanostructures for tumor in situ imaging and treatment. Colloids Surf B Biointerfaces 2024; 240:113982. [PMID: 38788473 DOI: 10.1016/j.colsurfb.2024.113982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 05/13/2024] [Accepted: 05/20/2024] [Indexed: 05/26/2024]
Abstract
Timely in situ imaging and effective treatment are efficient strategies in improving the therapeutic effect and survival rate of tumor patients. In recent years, there has been rapid progress in the development of DNA nanomaterials for tumor in situ imaging and treatment, due to their unsurpassed structural stability, excellent material editability, excellent biocompatibility and individual endocytic pathway. Tetrahedral framework nucleic acids (tFNAs), are a typical example of DNA nanostructures demonstrating superior stability, biocompatibility, cell-entry performance, and flexible drug-loading ability. tFNAs have been shown to be effective in achieving timely tumor in situ imaging and precise treatment. Therefore, the progress in the fabrication, characterization, modification and cellular internalization pathway of tFNAs-based functional systems and their potential in tumor in situ imaging and treatment applications were systematically reviewed in this article. In addition, challenges and future prospects of tFNAs in tumor in situ imaging and treatment as well as potential clinical applications were discussed.
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Affiliation(s)
- Minghui Hu
- Health Commission of Henan Province Key Laboratory for Precision Diagnosis and Treatment of Pediatric Tumor, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou 450018, China
| | - Zhang Yingyu
- Henan Key Laboratory of Rare Diseases, Endocrinology and Metabolism Center, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang 471003, China
| | - Mengxin Zhang
- Health Commission of Henan Province Key Laboratory for Precision Diagnosis and Treatment of Pediatric Tumor, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou 450018, China
| | - Qionglin Wang
- Henan Key Laboratory of Children's Genetics and Metabolic Diseases, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou 450018, China
| | - Weyland Cheng
- Henan International Joint Laboratory for Prevention and Treatment of Pediatric Disease, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou 450018, China
| | - Ligong Hou
- Henan International Joint Laboratory for Prevention and Treatment of Pediatric Disease, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou 450018, China
| | - Jingya Yuan
- Henan Key Laboratory of Rare Diseases, Endocrinology and Metabolism Center, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang 471003, China
| | - Zhidan Yu
- Henan International Joint Laboratory for Prevention and Treatment of Pediatric Disease, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou 450018, China
| | - Lifeng Li
- Henan International Joint Laboratory for Prevention and Treatment of Pediatric Disease, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou 450018, China
| | - Xianwei Zhang
- Health Commission of Henan Province Key Laboratory for Precision Diagnosis and Treatment of Pediatric Tumor, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou 450018, China.
| | - Wancun Zhang
- Health Commission of Henan Province Key Laboratory for Precision Diagnosis and Treatment of Pediatric Tumor, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou 450018, China; Henan International Joint Laboratory for Prevention and Treatment of Pediatric Disease, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou 450018, China; Henan Key Laboratory of Children's Genetics and Metabolic Diseases, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou 450018, China.
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Payo-Serafín T, Méndez-Blanco C, Fernández-Palanca P, Martínez-Geijo J, Reviejo M, Ortiz-de-Urbina JJ, González-Gallego J, Marin JJG, Mauriz JL, San-Miguel B. Risk versus Benefit of Tyrosine Kinase Inhibitors for Hepatocellular Carcinoma: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Clin Pharmacol Ther 2024; 116:328-345. [PMID: 38803056 DOI: 10.1002/cpt.3312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 05/06/2024] [Indexed: 05/29/2024]
Abstract
Although the treatment landscape has rapidly evolved over the last years, hepatocellular carcinoma (HCC) is one of the most lethal cancers. With recent advances, both immunotherapy and tyrosine kinase inhibitors (TKIs)-based chemotherapy constitute the standard treatment for advanced HCC. A systematic search of randomized clinical trials employing TKIs was performed in 17 databases, obtaining 25 studies evaluating the prognosis, tumor response, and presence of adverse events (AEs) related to TKIs in HCC. Overall effect sizes were estimated for the hazard ratios (HR) and odds ratios (OR) with 95% confidence interval (CI), either extracted or calculated with the Parmar method, employing STATA 16. Heterogeneity was assessed by Chi-square-based Q-test and inconsistency (I2) statistic; source of heterogeneity by meta-regression and subgroup analysis; and publication bias by funnel plot asymmetry and Egger's test. The research protocol was registered in PROSPERO (CRD42023397263). Meta-analysis revealed a correlation between survival and tumor response parameters and TKI treatment vs. placebo, despite detecting high heterogeneity. Combined TKI treatment showed a significantly better objective response rate (ORR) with no heterogeneity, whereas publication bias was only detected with time to progression (TTP). Few gastrointestinal and neurological disorders were associated with TKI treatment vs. placebo or with combined treatment. However, a higher number of serious AEs were related to TKI treatment vs. sorafenib alone. Results show positive clinical benefits from TKI treatment, supporting the approval and maintenance of TKI-based therapy for advanced HCC, while establishing appropriate strategies to maximize efficacy and minimize toxicity.
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Affiliation(s)
- Tania Payo-Serafín
- Institute of Biomedicine (IBIOMED), Universidad de León, León, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Carolina Méndez-Blanco
- Institute of Biomedicine (IBIOMED), Universidad de León, León, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Paula Fernández-Palanca
- Institute of Biomedicine (IBIOMED), Universidad de León, León, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Jennifer Martínez-Geijo
- Institute of Biomedicine (IBIOMED), Universidad de León, León, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - María Reviejo
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
- Experimental Hepatology and Drug Targeting (HEVEPHARM), IBSAL, University of Salamanca, Salamanca, Spain
| | - Juan José Ortiz-de-Urbina
- Institute of Biomedicine (IBIOMED), Universidad de León, León, Spain
- Pharmacy Service, Complejo Asistencial Universitario de León (CAULE), Hospital of León, León, Spain
| | - Javier González-Gallego
- Institute of Biomedicine (IBIOMED), Universidad de León, León, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Jose J G Marin
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
- Experimental Hepatology and Drug Targeting (HEVEPHARM), IBSAL, University of Salamanca, Salamanca, Spain
| | - José L Mauriz
- Institute of Biomedicine (IBIOMED), Universidad de León, León, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Beatriz San-Miguel
- Institute of Biomedicine (IBIOMED), Universidad de León, León, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
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Weeda YA, Kalisvaart GM, Hartgrink HH, van der Molen AJ, Gelderblom H, Bovée JV, de Geus-Oei LF, Grootjans W, van der Hage JA. Monitoring neoadjuvant treatment-induced surgical benefit in GIST patients using CT-based radiological criteria. Surg Open Sci 2024; 20:169-177. [PMID: 39886063 PMCID: PMC11780385 DOI: 10.1016/j.sopen.2024.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 07/03/2024] [Accepted: 07/07/2024] [Indexed: 01/05/2025] Open
Abstract
Objective This single-centre retrospective study aims to determine the incidence of therapy-induced surgical benefit in patients with non-metastatic gastrointestinal stromal tumour (GIST) treated with neoadjuvant tyrosine kinase inhibitors (TKI) and evaluate whether this can be predicted by radiological response criteria. Methods Thirty-nine non-metastatic GIST patients were treated with neoadjuvant TKI treatment, followed by curative-intended surgery, and monitored using contrast-enhanced computed tomography (CE-CT). Surgical benefit was independently assessed by two surgical oncologists and was defined by de-escalation of surgical strategy or reduced surgical complexity. Radiological response between baseline and the last preoperative scan was determined through RECIST 1.1, Choi and volumetric criteria. Results In this patient cohort, median neoadjuvant treatment interval was 8.3 (IQR, 3.9-10.6) months. Surgical benefit was gained in 22/39 patients. When comparing radiological criteria to findings on surgical benefit, accuracy, sensitivity, and specificity for RECIST 1.1 (90 %, 100.0 % and 82 %), Choi (64 %, 24 %, and 96 %) and volumetry (95 %, 100.0 %, and 91 %) were calculated. In 30/39 patients, temporal changes in tumour size over the course of treatment was assessed. Tumour volume reduced significantly in the surgical-benefit group compared to the non-benefit group (72 % vs. 25 %, p < 0.01) within three months. 14/19 surgical-benefit patients had an initial volume reduction above 66 %, after which volume reduced slightly with a median 3.1 % (IQR, 2.1-7.8 %) reduction. Conclusion Surgical benefit after neoadjuvant treatment was achieved in 56 % of patients and was most accurately reflected by size-based response criteria. In patients with therapy-induced surgical benefit, nearly all treatment-induced volume reductions were achieved within three months.
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Affiliation(s)
- Ylva A. Weeda
- Department of Radiology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
| | - Gijsbert M. Kalisvaart
- Department of Radiology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
| | - Henk H. Hartgrink
- Department of Surgical Oncology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
| | - Aart J. van der Molen
- Department of Radiology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
| | - Hans Gelderblom
- Department of Medical Oncology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
| | - Judith V.M.G. Bovée
- Department of Pathology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
| | - Lioe-Fee de Geus-Oei
- Department of Radiology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
- Biomedical Photonic Imaging Group, University of Twente, 7522 NB Enschede, the Netherlands
- Department of Radiation Science & Technology, Delft University of Technology, 2629 JB Delft, the Netherlands
| | - Willem Grootjans
- Department of Radiology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
| | - Jos A. van der Hage
- Department of Surgical Oncology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
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Douglass DP, Coffin CM, Randall RL, Yang Y, Barkauskas DA, Million L, McCarville MB, Pappo AS, Weiss AR, Spunt SL. Clinical features and outcomes of young patients with low-grade non-rhabdomyosarcoma soft tissue sarcomas treated with a risk-based strategy: A report from Children's Oncology Group study ARST0332. Pediatr Blood Cancer 2024; 71:e31062. [PMID: 38757485 PMCID: PMC11534274 DOI: 10.1002/pbc.31062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 04/10/2024] [Accepted: 04/26/2024] [Indexed: 05/18/2024]
Abstract
BACKGROUND In retrospective analyses, the Pediatric Oncology Group [POG) and the Federation National des Centres de Lutte Contre le Cancer (FNCLCC) histologic grade predict outcome in pediatric non-rhabdomyosarcoma soft tissue sarcoma (NRSTS), but prospective data on grading, clinical features, and outcomes of low-grade NRSTS are limited. METHODS We analyzed patients less than 30 years of age enrolled on Children's Oncology Group (COG) study ARST0332 (NCT00346164) with POG grade 1 or 2 NRSTS. Low-risk patients were treated with surgery alone. Intermediate-/high-risk patients received ifosfamide/doxorubicin and radiotherapy, with definitive resection either before or after 12 weeks of chemoradiotherapy. RESULTS Estimated 5-year event-free and overall survival were 90% and 100% low risk (n = 80), 55% and 78% intermediate risk (n = 15), and 25% and 25% high risk (n = 4). In low-risk patients, only local recurrence was seen in 10%; none with margins greater than 1 mm recurred locally. Sixteen of 17 intermediate-/high-risk patients who completed neoadjuvant chemoradiotherapy underwent gross total tumor resection, 80% with negative margins. Intermediate-/high-risk group events included one local and seven metastatic recurrences. Had the FNCLCC grading system been used to direct treatment, 29% of low-risk (surgery alone) patients would have received radiotherapy ± chemotherapy. CONCLUSIONS Most low-risk patients with completely resected POG low-grade NRSTS are successfully treated with surgery alone, and surgical margins greater than 1 mm may be sufficient to prevent local recurrence. Patients with intermediate- and high-risk low-grade NRSTS have outcomes similar to patients with high-grade histology, and require more effective therapies. Use of the current FNCLCC grading system may result in overtreatment of low-risk NRSTS curable with surgery alone.
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Affiliation(s)
- David P. Douglass
- Department of Pediatrics, Division of Hematology/Oncology, University of Arkansas for Medical Sciences, Arkansas Children’s Hospital, 1 Children’s Way, Slot 512-10, Little Rock, AR 72202-3591, USA
| | - Cheryl M. Coffin
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - R. Lor Randall
- Department of Orthopaedic Surgery, University of California Davis Comprehensive Cancer Center, Sacramento, CA, USA
| | - Yan Yang
- Department of Population and Public Health Sciences, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
| | - Donald A. Barkauskas
- Department of Population and Public Health Sciences, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
| | - Lynn Million
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, USA
| | - M. Beth McCarville
- Department of Diagnostic Imaging, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Alberto S. Pappo
- Division of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Aaron R. Weiss
- Department of Pediatrics, Division of Hematology/Oncology, Maine Medical Center, Portland, ME, USA
| | - Sheri L. Spunt
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94304, USA
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Gravbrot N, Rock CB, Weil CR, Rock CB, Burt LM, DeCesaris CM, Jensen RL, Shrieve DC, Cannon DM. Gross Tumor and Intracranial Control Benefits with Fractionated Radiotherapy Compared with Stereotactic Radiosurgery for Patients with WHO Grade 2 Meningioma. World Neurosurg 2024; 188:e259-e266. [PMID: 38777319 DOI: 10.1016/j.wneu.2024.05.093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 05/14/2024] [Accepted: 05/15/2024] [Indexed: 05/25/2024]
Abstract
OBJECTIVE Surgical resection is the mainstay of treatment for WHO grade 2 meningioma. Fractionated radiation therapy (RT) is frequently used after surgery, though many centers utilize stereotactic radiosurgery (SRS) for recurrence or progression. Herein, we report disease control outcomes from an institutional cohort with adjuvant fractionated RT versus salvage SRS. METHODS We identified 32 patients from an institutional database with WHO grade 2 meningioma and residual/recurrent tumor treated with either SRS or fractionated RT. Patients were treated between 2007 and 2021 and had at least 1 year of follow-up. Kaplan-Meier estimators were used to determine gross tumor control (GTC) and intracranial control (IC). Univariate Cox proportional hazards models using biologically effective dose (BED) as a continuous parameter were used to assess for dose responses. RESULTS With a median follow-up of 5.5 years, 13 patients (41%) received SRS to a recurrent or progressive nodule, 2 (6%) fractionated RT to a recurrent or progressive nodule, and 17 (53%) adjuvant fractionated RT following subtotal resection. Five-year GTC was higher with fractionated RT versus SRS (82% vs. 38%, P = 0.03). Five-year IC was also better with fractionated RT versus SRS (82% vs. 11%, P < 0.001). On univariate analysis, increasing BED10 was significantly associated with better GTC (P = 0.039); increasing BED3 was not (P = 0.82). CONCLUSIONS In this patient cohort, GTC and IC were significantly higher in patients treated with adjuvant fractionated RT compared with salvage SRS. Increasing BED10 was associated with better GTC. Fractionated RT may provide a better therapeutic ratio than SRS for grade 2 meningiomas.
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Affiliation(s)
- Nicholas Gravbrot
- Department of Radiation Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
| | - Calvin B Rock
- Department of Radiation Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
| | - Christopher R Weil
- Department of Radiation Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA; Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Christian B Rock
- The Joe R. & Teresa Lozano Long School of Medicine, University of Texas Health San Antonio, San Antonio, Texas, USA
| | - Lindsay M Burt
- Department of Radiation Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
| | - Cristina M DeCesaris
- Department of Radiation Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
| | - Randy L Jensen
- Department of Neurosurgery, University of Utah, Salt Lake City, Utah, USA
| | - Dennis C Shrieve
- Department of Radiation Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
| | - Donald M Cannon
- Department of Radiation Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA
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Zeng Y, Lockhart AC, Jin RU. The preclinical discovery and development of zolbetuximab for the treatment of gastric cancer. Expert Opin Drug Discov 2024; 19:873-886. [PMID: 38919123 PMCID: PMC11938084 DOI: 10.1080/17460441.2024.2370332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Revised: 06/04/2024] [Accepted: 06/17/2024] [Indexed: 06/27/2024]
Abstract
INTRODUCTION Gastric cancer remains a formidable challenge in oncology with high mortality rates and few advancements in treatment. Claudin-18.2 (CLDN18.2) is a tight junction protein primarily expressed in the stomach and is frequently overexpressed in certain subsets of gastric cancers. Targeting CLDN18.2 with monoclonal antibodies, such as zolbetuximab (IMAB362), has shown promising efficacy results in combination with chemotherapy. AREAS COVERED The molecular cell biology of CLDN18.2 is discussed along with studies demonstrating the utility of CLDN18.2 expression as a biomarker and therapeutic target. Important clinical studies are reviewed, including Phase III trials, SPOTLIGHT and GLOW, which demonstrate the efficacy of zolbetuximab in combination with chemotherapy in patients with CLDN18.2-positive advanced gastric cancer. EXPERT OPINION CLDN18.2 is involved in gastric differentiation through maintenance of epithelial barrier function and coordination of signaling pathways, and its expression in gastric cancers reflects a 'gastric differentiation' program. Targeting Claudin-18.2 represents the first gastric cancer specific 'targeted' treatment. Further studies are needed to determine its role within current gastric cancer treatment sequencing, including HER2-targeted therapies and immunotherapies. Management strategies will also be needed to better mitigate zolbetuximab-related treatment side effects, including gastrointestinal (GI) toxicities.
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Affiliation(s)
- Yongji Zeng
- Section of Gastroenterology, Department of Medicine, Baylor College of Medicine, Houston, USA
| | - A. Craig Lockhart
- Division of Hematology/Oncology, Hollings Cancer Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Ramon U. Jin
- Section of Hematology/Oncology, Department of Medicine, Baylor College of Medicine, Houston, USA
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Spunt SL, Xue W, Gao Z, Dixon AH, Million L, Polites SF, Vasudevan SA, Kao SC, McCarville MB, Parham DM, Barkauskas DA, Cai Z, Cost C, Mascarenhas L, Weiss AR. Embryonal sarcoma of the liver in pediatric and young adult patients: A report from Children's Oncology Group study ARST0332. Cancer 2024; 130:2683-2693. [PMID: 38567652 PMCID: PMC11260243 DOI: 10.1002/cncr.35305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 02/06/2024] [Accepted: 02/07/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Embryonal sarcoma of the liver (ESL) is a rare mesenchymal tumor most common in childhood; the optimal treatment approach is uncertain. The clinical features and outcomes of patients with ESL enrolled in a Children's Oncology Group (COG) clinical trial that evaluated a risk-based strategy for treating soft tissue sarcomas in patients aged <30 years were evaluated. METHODS This subset analysis included patients with ESL enrolled in COG study ARST0332. Central review of records, pathology, and imaging confirmed the diagnosis, presenting features, and surgery extent and complications. All patients received dose-intensive ifosfamide/doxorubicin chemotherapy, with cycle timing dependent on surgery and radiotherapy. Tumor resection occurred before study entry or after four cycles of chemotherapy; radiotherapy for residual tumor was optional. RESULTS Thirty-nine eligible/evaluable patients with ESL were analyzed. All tumors were >10 cm in diameter; four were metastatic. Tumor resection was performed upfront in 23 and delayed in 16. Positive surgical margins (n = 6) and intraoperative tumor rupture (n = 6) occurred only in upfront resections. Eight patients received radiotherapy. Estimated 5-year event-free and overall survival were 79% (95% confidence interval [CI], 65%-93%) and 95% (95% CI, 87%-100%), respectively. Positive margins increased the local recurrence risk. One of 13 patients with documented hemorrhagic ascites and/or tumor rupture developed extrahepatic intra-abdominal tumor recurrence. CONCLUSIONS The treatment strategy used in ARST0332 achieved favorable outcomes for patients with ESL despite a substantial proportion having high-risk disease features. Deferring tumor resection until after neoadjuvant chemotherapy may decrease the risk of intraoperative tumor rupture and improve the likelihood of adequate surgical margins.
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Affiliation(s)
- Sheri L. Spunt
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA
| | - Wei Xue
- Department of Biostatistics, University of Florida College of Public Health and Health Professions and College of Medicine, Gainesville, FL
| | - Zhengya Gao
- Department of Biostatistics, University of Florida College of Public Health and Health Professions and College of Medicine, Gainesville, FL
| | - Andrea Hayes Dixon
- Department of Surgery, Howard University College of Medicine, Washington, DC
| | - Lynn Million
- Department of Radiation Oncology, Stanford University School of Medicine, Palo Alto, CA
| | | | - Sanjeev A. Vasudevan
- Department of Surgery, Division of Pediatric Surgery, Texas Children’s Hospital, Baylor College of Medicine
| | - Simon C. Kao
- Department of Radiology, University of Iowa Carver College of Medicine, Iowa City, IA
| | - M. Beth McCarville
- Department of Diagnostic Imaging, St. Jude Children’s Research Hospital, Memphis, TN
| | - David M. Parham
- Department of Pathology and Laboratory Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Donald A. Barkauskas
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Zhongjie Cai
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Carrye Cost
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
| | - Leo Mascarenhas
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, CA and Cancer and Blood Disease Institute, Division of Hematology/Oncology, Children’s Hospital Los Angeles, Los Angeles, CA
| | - Aaron R. Weiss
- Department of Pediatrics, Maine Medical Center, Portland, ME
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Matsumoto C, Iwatsuki M, Morinaga T, Horinouchi T, Hara Y, Baba Y, Miyamoto Y, Yoshida N, Baba H. The relationship between the treatment course and prognosis of oligometastasis after esophageal squamous cell carcinoma resection. Surg Today 2024; 54:927-934. [PMID: 38583108 DOI: 10.1007/s00595-024-02803-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 01/04/2024] [Indexed: 04/08/2024]
Abstract
PURPOSE The concept of oligometastasis, which represents limited metastatic disease, has recently gained interest, accompanied by a more detailed classification. This study aims to investigate the relationship between the treatment course and prognosis in patients with a recurrence of esophageal squamous cell carcinoma (ESCC) after curative esophagectomy. METHODS 126 patients with ESCC recurrence after curative resection were enrolled in this study. Oligometastasis was defined as fewer than five recurrences in a single organ. Patients were classified as having oligometastatic recurrence (OLR) or polymetastatic recurrence (PLR). Patients were further classified into four subgroups according to lesion progression: persistent oligorecurrence (PER-OLR), converted polyrecurrence (CON-PLR), induced oligorecurrence (IND-OLR), and persistent polyrecurrence (PER-PLR). We analyzed the relationship between the recurrence patterns and prognosis according to the progression of oligometastatic lesions. RESULTS OLR was identified in 58 (46%) of 126 patients with recurrence. Patients with OLR had a significantly better prognosis than those with PLR (P < 0.0001). A further subgroup analysis revealed that patients who underwent IND-OLR had a similar prognosis to those who underwent PER-OLR. CONCLUSIONS This study suggests that OLR is a prognostic factor after recurrence following resection of ESCC and that PLR can be converted to OLR by therapeutic intervention to achieve a long-term survival.
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Affiliation(s)
- Chihiro Matsumoto
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto, 860-8556, Japan
| | - Masaaki Iwatsuki
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto, 860-8556, Japan.
| | - Takeshi Morinaga
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto, 860-8556, Japan
| | - Tomo Horinouchi
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto, 860-8556, Japan
| | - Yoshihiro Hara
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto, 860-8556, Japan
| | - Yoshifumi Baba
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto, 860-8556, Japan
| | - Yuji Miyamoto
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto, 860-8556, Japan
| | - Naoya Yoshida
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto, 860-8556, Japan
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto, 860-8556, Japan
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Mostafavi L, Homayounieh F, Lades F, Primak A, Muse V, Harris GJ, Kalra MK, Digumarthy SR. Correlation of Radiomics with Treatment Response in Liver Metastases. Acad Radiol 2024; 31:3133-3141. [PMID: 38087718 DOI: 10.1016/j.acra.2023.11.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 10/24/2023] [Accepted: 11/02/2023] [Indexed: 08/31/2024]
Abstract
RATIONALE AND OBJECTIVES To assess differences in radiomics derived from semi-automatic segmentation of liver metastases for stable disease (SD), partial response (PR), and progressive disease (PD) based on RECIST1.1 and to assess if radiomics alone at baseline can predict response. MATERIALS AND METHODS Our IRB-approved study included 203 women (mean age 54 ± 11 years) with metastatic liver disease from breast cancer. All patients underwent contrast abdomen-pelvis CT in the portal venous phase at two points: baseline (pre-treatment) and follow-up (between 3 and 12 months following treatment). Patients were subcategorized into three subgroups based on RECIST 1.1 criteria (Response Evaluation Criteria in Solid Tumors version 1.1): 66 with SD, 69 with PR, and 68 with PD on follow-up CT. The deidentified baseline and follow-up CT images were exported to the radiomics prototype. The prototype enabled semi-automatic segmentation of the target liver lesions for the extraction of first and high order radiomics. Statistical analyses with logistic regression and random forest classifiers were performed to differentiate SD from PD and PR. RESULTS There was no significant difference between the radiomics on the baseline and follow-up CT images of patients with SD (area under the curve (AUC): 0.3). Random forest classifier differentiated patients with PR with an AUC of 0.845. The most relevant feature was the large dependence emphasis's high and low pass wavelet filter (derived gray level dependence matrix features). Random forest classifier differentiated PD with an AUC of 0.731, with the most relevant feature being the surface-to-volume ratio. There was no difference in radiomics among the three groups at baseline; therefore, a response could not be predicted. CONCLUSION Radiomics of liver metastases with semi-automatic segmentation demonstrate differences between SD from PR and PD. SUMMARY STATEMENT Semiautomatic segmentation and radiomics of metastatic liver disease demonstrate differences in SD from the PR and progressive metastatic on the baseline and follow-up CT. Despite substantial variations in the scanners, acquisition, and reconstruction parameters, radiomics had an AUC of 0.84-0.89 for differentiating stable hepatic metastases from decreasing and increasing metastatic disease.
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Affiliation(s)
- Leila Mostafavi
- Department of Radiology, Massachusetts General Hospital and the Harvard Medical School, Boston, Massachusetts, USA (L.M., F.H., V.M., G.J.H., M.K.K., S.R.D.); Tumor Imaging Metrics Core (TIMC), Dana-Farber/Harvard Cancer Center, Boston, Massachusetts, USA (L.M., G.J.H.).
| | - Fatemeh Homayounieh
- Department of Radiology, Massachusetts General Hospital and the Harvard Medical School, Boston, Massachusetts, USA (L.M., F.H., V.M., G.J.H., M.K.K., S.R.D.)
| | - Felix Lades
- Siemens Healthcare GmbH, Forchheim, Germany (F.L.)
| | - Andrew Primak
- Siemens Healthineers, Malvern, Pennsylvania, USA (A.P.)
| | - Victorine Muse
- Department of Radiology, Massachusetts General Hospital and the Harvard Medical School, Boston, Massachusetts, USA (L.M., F.H., V.M., G.J.H., M.K.K., S.R.D.)
| | - Gordon J Harris
- Department of Radiology, Massachusetts General Hospital and the Harvard Medical School, Boston, Massachusetts, USA (L.M., F.H., V.M., G.J.H., M.K.K., S.R.D.); Tumor Imaging Metrics Core (TIMC), Dana-Farber/Harvard Cancer Center, Boston, Massachusetts, USA (L.M., G.J.H.)
| | - Mannudeep K Kalra
- Department of Radiology, Massachusetts General Hospital and the Harvard Medical School, Boston, Massachusetts, USA (L.M., F.H., V.M., G.J.H., M.K.K., S.R.D.)
| | - Subba R Digumarthy
- Department of Radiology, Massachusetts General Hospital and the Harvard Medical School, Boston, Massachusetts, USA (L.M., F.H., V.M., G.J.H., M.K.K., S.R.D.)
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Nosaka T, Murata Y, Akazawa Y, Takahashi K, Naito T, Matsuda H, Ohtani M, Nakamoto Y. Changes of circulating tumor cells expressing CD90 and EpCAM in early-phase of atezolizumab and bevacizumab for hepatocellular carcinoma. Heliyon 2024; 10:e34441. [PMID: 39108869 PMCID: PMC11301359 DOI: 10.1016/j.heliyon.2024.e34441] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 07/08/2024] [Accepted: 07/09/2024] [Indexed: 01/03/2025] Open
Abstract
Circulating tumor cells (CTCs) are noninvasive biomarkers that can indicate the therapeutic response and prognosis. The study aimed to investigate the cellular characteristics of CTCs focusing on monitoring during atezolizumab and bevacizumab (Atezo-Bev) therapy in patients with hepatocellular carcinoma (HCC). Peripheral blood samples were collected from 10 healthy controls and 40 patients with HCC. CTCs enriched using RosetteSep™ Human CD45 depletion cocktail were analyzed by multiparametric flow cytometry. CTC isolation was based on PanCK(+)CD45(-) cells, and CTCs exhibiting markers CD90, CD133, EpCAM, or vimentin. The total number of CTCs and the number of CTCs expressing CD90, CD133, EpCAM, and vimentin were correlated with the BCLC stage of HCC. The change in total CTC count accurately reflected the initial response to Atezo-Bev therapy. The numbers and mean fluorescence intensity of the CTC subsets expressing CD90 and EpCAM molecules decreased in patients with partial response/stable disease, and increased in patients with progressive disease and were markedly correlated with overall survival. CD90(+) and EpCAM(+) CTCs may be candidate biomarkers for the early prediction of the treatment response and the overall survival of patients with HCC receiving Atezo-Bev therapy.
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Affiliation(s)
- Takuto Nosaka
- Second Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Yosuke Murata
- Second Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Yu Akazawa
- Second Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Kazuto Takahashi
- Second Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Tatsushi Naito
- Second Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Hidetaka Matsuda
- Second Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Masahiro Ohtani
- Second Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Yasunari Nakamoto
- Second Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
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Alvares D, Mercier F. Bridging the gap between two-stage and joint models: The case of tumor growth inhibition and overall survival models. Stat Med 2024; 43:3280-3293. [PMID: 38831490 DOI: 10.1002/sim.10128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 04/03/2024] [Accepted: 05/20/2024] [Indexed: 06/05/2024]
Abstract
Many clinical trials generate both longitudinal biomarker and time-to-event data. We might be interested in their relationship, as in the case of tumor size and overall survival in oncology drug development. Many well-established methods exist for analyzing such data either sequentially (two-stage models) or simultaneously (joint models). Two-stage modeling (2stgM) has been challenged (i) for not acknowledging that biomarkers are endogenous covariable to the survival submodel and (ii) for not propagating the uncertainty of the longitudinal biomarker submodel to the survival submodel. On the other hand, joint modeling (JM), which properly circumvents both problems, has been criticized for being time-consuming, and difficult to use in practice. In this paper, we explore a third approach, referred to as a novel two-stage modeling (N2stgM). This strategy reduces the model complexity without compromising the parameter estimate accuracy. The three approaches (2stgM, JM, and N2stgM) are formulated, and a Bayesian framework is considered for their implementation. Both real and simulated data were used to analyze the performance of such approaches. In all scenarios, our proposal estimated the parameters approximately as JM but without being computationally expensive, while 2stgM produced biased results.
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Affiliation(s)
- Danilo Alvares
- MRC Biostatistics Unit, University of Cambridge, Cambridge, UK
| | - François Mercier
- Modeling and Simulation, Roche Innovation Center, Basel, Switzerland
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Scalorbi F, Garanzini EM, Calareso G, Marzi C, Di Rocco G, Argiroffi G, Baccini M, Pusceddu S, Marchianò A, Maccauro M. Cylindrical TGR as early radiological predictor of RLT progression in GEPNETs: a proof of concept. Sci Rep 2024; 14:15782. [PMID: 38982134 PMCID: PMC11233714 DOI: 10.1038/s41598-024-66668-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 07/03/2024] [Indexed: 07/11/2024] Open
Abstract
This study aims to assess the predictive capability of cylindrical Tumor Growth Rate (cTGR) in the prediction of early progression of well-differentiated gastro-entero-pancreatic tumours after Radio Ligand Therapy (RLT), compared to the conventional TGR. Fifty-eight patients were included and three CT scans per patient were collected at baseline, during RLT, and follow-up. RLT response, evaluated at follow-up according to RECIST 1.1, was calculated as a percentage variation of lesion diameters over time (continuous values) and as four different RECIST classes. TGR between baseline and interim CT was computed using both conventional (approximating lesion volume to a sphere) and cylindrical (called cTGR, approximating lesion volume to an elliptical cylinder) formulations. Receiver Operating Characteristic (ROC) curves were employed for Progressive Disease class prediction, revealing that cTGR outperformed conventional TGR (area under the ROC equal to 1.00 and 0.92, respectively). Multivariate analysis confirmed the superiority of cTGR in predicting continuous RLT response, with a higher coefficient for cTGR (1.56) compared to the conventional one (1.45). This study serves as a proof of concept, paving the way for future clinical trials to incorporate cTGR as a valuable tool for assessing RLT response.
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Affiliation(s)
- Federica Scalorbi
- Nuclear Medicine Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - Enrico Matteo Garanzini
- Department of Radiodiagnostics and Radiotherapy, IRCCS Fondazione Istituto Nazionale Tumori, Milan, Italy
| | - Giuseppina Calareso
- Department of Radiodiagnostics and Radiotherapy, IRCCS Fondazione Istituto Nazionale Tumori, Milan, Italy
| | - Chiara Marzi
- Department of Statistics, Computer Science, Applications "G. Parenti", University of Florence, Viale Morgagni 59, 50134, Florence, Italy.
| | - Gabriella Di Rocco
- Department of Radiodiagnostics and Radiotherapy, IRCCS Fondazione Istituto Nazionale Tumori, Milan, Italy
- Post-Graduation School of Radiology, Department of Health Sciences, University of Milan, Milan, Italy
| | - Giovanni Argiroffi
- Nuclear Medicine Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - Michela Baccini
- Department of Statistics, Computer Science, Applications "G. Parenti", University of Florence, Viale Morgagni 59, 50134, Florence, Italy
| | - Sara Pusceddu
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alfonso Marchianò
- Department of Radiodiagnostics and Radiotherapy, IRCCS Fondazione Istituto Nazionale Tumori, Milan, Italy
| | - Marco Maccauro
- Nuclear Medicine Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
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Jo U, Arakawa Y, Zimmermann A, Taniyama D, Mizunuma M, Jenkins LM, Maity T, Kumar S, Zenke FT, Takebe N, Pommier Y. The Novel ATR Inhibitor M1774 Induces Replication Protein Overexpression and Broad Synergy with DNA-targeted Anticancer Drugs. Mol Cancer Ther 2024; 23:911-923. [PMID: 38466804 PMCID: PMC11555614 DOI: 10.1158/1535-7163.mct-23-0402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 12/09/2023] [Accepted: 02/29/2024] [Indexed: 03/13/2024]
Abstract
Ataxia telangiectasia and Rad3-related (ATR) checkpoint kinase inhibitors are in clinical trials. Here we explored the molecular pharmacology and therapeutic combination strategies of the oral ATR inhibitor M1774 (Tuvusertib) with DNA-damaging agents (DDA). As single agent, M1774 suppressed cancer cell viability at nanomolar concentrations, showing greater activity than ceralasertib and berzosertib, but less potency than gartisertib and elimusertib in the small cell lung cancer H146, H82, and DMS114 cell lines. M1774 also efficiently blocked the activation of the ATR-CHK1 checkpoint pathway caused by replication stress induced by TOP1 inhibitors. Combination with non-toxic dose of M1774 enhanced TOP1 inhibitor-induced cancer cell death by enabling unscheduled replication upon replicative damage, thereby increasing genome instability. Tandem mass tag-based quantitative proteomics uncovered that M1774, in the presence of DDA, forces the expression of proteins activating replication (CDC45) and G2-M progression (PLK1 and CCNB1). In particular, the fork protection complex proteins (TIMELESS and TIPIN) were enriched. Low dose of M1774 was found highly synergistic with a broad spectrum of clinical DDAs including TOP1 inhibitors (SN-38/irinotecan, topotecan, exatecan, and exatecan), the TOP2 inhibitor etoposide, cisplatin, the RNA polymerase II inhibitor lurbinectedin, and the PARP inhibitor talazoparib in various models including cancer cell lines, patient-derived organoids, and mouse xenograft models. Furthermore, we demonstrate that M1774 reverses chemoresistance to anticancer DDAs in cancer cells lacking SLFN11 expression, suggesting that SLFN11 can be utilized for patient selection in upcoming clinical trials.
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Affiliation(s)
- Ukhyun Jo
- Developmental Therapeutics Branch and Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Yasuhiro Arakawa
- Developmental Therapeutics Branch and Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | | | - Daiki Taniyama
- Developmental Therapeutics Branch and Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Makito Mizunuma
- Developmental Therapeutics Branch and Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Lisa M Jenkins
- Laboratory of Cell Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Tapan Maity
- Laboratory of Cell Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Suresh Kumar
- Developmental Therapeutics Branch and Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | | | - Naoko Takebe
- Developmental Therapeutics Branch and Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Yves Pommier
- Developmental Therapeutics Branch and Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
- Lead contact
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Metts J, Xue W, Gao Z, Oberoi S, Weiss AR, Venkatramani R, Harrison DJ. Event-free survival in relapsed and refractory rhabdomyosarcoma treated on cooperative group phase II trials: A report from the Children's Oncology Group. Pediatr Blood Cancer 2024; 71:e31009. [PMID: 38627882 PMCID: PMC11180298 DOI: 10.1002/pbc.31009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 03/01/2024] [Accepted: 03/27/2024] [Indexed: 04/24/2024]
Abstract
BACKGROUND Novel therapies are needed for relapsed and refractory rhabdomyosarcoma (RRMS). Phase II clinical trials in RRMS have typically utilized radiologic response as the primary activity endpoint, an approach that poses several limitations in RRMS. In this analysis, we aimed to estimate an event-free survival (EFS) endpoint for RRMS that could be used as a benchmark for future studies. PROCEDURE We performed a retrospective study of patients with RRMS enrolling on 13 single-agent phase II Children's Oncology Group and legacy group trials from 1997 to 2016. All included trials used radiographic response as their primary activity endpoint. Six-month EFS was estimated from time of trial enrollment with 95% confidence intervals. Clinical characteristics, including trial of enrollment, sex, age, race, histology, number of prior chemotherapies, and radiographic response were evaluated for their impact on 6-month EFS. RESULTS We identified 175 patients across 13 trials. The 6-month EFS was 16.8% (11.6%-22.8%). No differences were seen in 6-month EFS based on age, sex, race, or histology. There were nonsignificant trends toward improved 6-month EFS for patients with less than or equal to two prior lines of therapy versus higher than two, for patients enrolled on trials that achieved their primary radiographic response endpoint versus trials that did not, and for patients who achieved complete or partial response compared to those achieving stable disease. CONCLUSIONS The prognosis of RRMS enrolled on single-agent phase II trials is poor. This pooled 6-month EFS of RRMS on single-agent trials may be used as a RRMS-specific benchmark for future single-agent phase II trials.
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Affiliation(s)
- Jonathan Metts
- Sarcoma Department, Moffitt Cancer Center, Tampa, FL, USA
- Cancer and Blood Disorders Institute, Johns Hopkins All Children’s Hospital, St Petersburg, FL, USA
| | - Wei Xue
- Department of Biostatistics, University of Florida, Gainesville, FL, USA
| | - Zhengya Gao
- Department of Biostatistics, University of Florida, Gainesville, FL, USA
| | - Sapna Oberoi
- Department of Pediatric Hematology/Oncology, CancerCare Manitoba, Winnipeg, Manitoba, Canada
| | - Aaron R. Weiss
- Department of Pediatrics, Maine Medical Center, Portland, ME, USA
| | | | - Douglas J Harrison
- Department of Pediatrics, University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Yabushita Y, Park JS, Yoon YS, Ohtsuka M, Kwon W, Choi GH, Imamura M, Matsumoto I, Mizuno S, Matsuyama R, Sakata J, Hayashi H, Takeda Y, Katagiri S, Sugawara T, Kobayashi S, Kawasaki Y, Nagano H, Murase K, Kim HS, Nah YW, Jang JY, Yamaue H, Yoon DS, Yamamoto M, Choi D, Nakamura M, Kim KH, Endo I. Conversion surgery for initially unresectable locally advanced biliary tract cancer: A multicenter collaborative study conducted in Japan and Korea. JOURNAL OF HEPATO-BILIARY-PANCREATIC SCIENCES 2024; 31:481-491. [PMID: 38822227 DOI: 10.1002/jhbp.1437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Revised: 03/11/2024] [Accepted: 04/12/2024] [Indexed: 06/02/2024]
Abstract
BACKGROUND Although surgical resection is the only curative treatment for biliary tract cancer, in some cases, the disease is diagnosed as unresectable at initial presentation. There are few reports of conversion surgery after the initial treatment for unresectable locally advanced biliary tract cancer. This study aimed to evaluate the efficacy and safety of conversion surgery in patients with initially unresectable locally advanced biliary tract cancer. METHODS We retrospectively collected clinical data from groups of patients in multiple centers belonging to the Japanese Society of Hepato-Biliary-Pancreatic Surgery and Korean Association of Hepato-Biliary-Pancreatic Surgery. We analyzed two groups of prognostic factors (pretreatment and surgical factors) and their relation to the treatment outcomes. RESULTS A total of 56 patients with initially unresectable locally advanced biliary tract cancer were enrolled in this study of which 55 (98.2%) patients received chemotherapy, and 16 (28.6%) patients received additional radiation therapy. The median time from the start of the initial treatment to resection was 6.4 months. Severe postoperative complications of Clavien-Dindo grade III or higher occurred in 34 patients (60.7%), and postoperative mortality occurred in five patients (8.9%). Postoperative histological results revealed CR in eight patients (14.3%). The median survival time from the start of the initial treatment in all 56 patients who underwent conversion surgery was 37.7 months, the 3-year survival rate was 53.9%, and the 5-year survival rate was 39.1%. CONCLUSIONS Conversion surgery for initially unresectable locally advanced biliary tract cancer may lead to longer survival in selected patients. However, more precise preoperative safety evaluation and careful postoperative management are required.
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Affiliation(s)
- Yasuhiro Yabushita
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Joon Seong Park
- Pancreatobiliary Cancer Clinic, Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
- Department of Surgery and Cancer Research Institute, Seoul National College of Medicine, Seoul, South Korea
| | - Yoo-Seok Yoon
- Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam-si, South Korea
| | - Masayuki Ohtsuka
- Department of General Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Wooil Kwon
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea
| | - Gi Hong Choi
- Department of Surgery, Yonsei University College of Medicine, Seoul, South Korea
| | - Masafumi Imamura
- Department of Surgery, Surgical Oncology and Science, Sapporo Medical University, Sapporo, Japan
| | - Ippei Matsumoto
- Division of Hepato-Biliary-Pancreatic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka, Japan
| | - Shugo Mizuno
- Department of Hepatobiliary Pancreatic and Transplant Surgery, Mie University Graduate School of Medicine, Tsu, Japan
| | - Ryusei Matsuyama
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Jun Sakata
- Division of Digestive and General Surgery, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Hiromitsu Hayashi
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto, Japan
| | - Yutaka Takeda
- Department of Gastrointestinal Surgery, Kansai Rosai Hospital, Amagasaki, Japan
| | - Satoshi Katagiri
- Department of Surgery, Division of Gastroenterological Surgery, Tokyo Women's Medical University Yachiyo Medical Center, Yachiyo, Japan
| | - Toshitaka Sugawara
- Department of Hepatobiliary and Pancreatic Surgery, Graduate School of Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Shogo Kobayashi
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Yota Kawasaki
- Department of Digestive Surgery, Breast and Thyroid Surgery, Graduate School of Medical Sciences, Kagoshima University, Kagoshima, Japan
| | - Hiroaki Nagano
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
| | - Katsutoshi Murase
- Department of Gastroenterological Surgery, Graduate School of Medicine, Gifu University, Gifu, Japan
| | - Hyung Sun Kim
- Pancreatobiliary Cancer Clinic, Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Yang Won Nah
- Department of Surgery, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, South Korea
| | - Jin-Young Jang
- Department of Surgery, Division of Hepatobiliary and Pancreatic Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea
- Korean Association of Hepato-Biliary-Pancreatic Surgery (KAHBPS), Seoul, South Korea
| | - Hiroki Yamaue
- Department of Cancer Immunology, Wakayama Medical University, Wakayama, Japan
- Japanese Society of Hepato-Biliary-Pancreatic Surgery (JSHBPS), Tokyo, Japan
| | - Dong Sup Yoon
- Department of Surgery, Yonsei University College of Medicine, Seoul, South Korea
- Korean Association of Hepato-Biliary-Pancreatic Surgery (KAHBPS), Seoul, South Korea
| | - Masakazu Yamamoto
- Japanese Society of Hepato-Biliary-Pancreatic Surgery (JSHBPS), Tokyo, Japan
- Department of Surgery, Institute of Gastroenterology, Tokyo Women's Medical University, Tokyo, Japan
| | - Dongho Choi
- Korean Association of Hepato-Biliary-Pancreatic Surgery (KAHBPS), Seoul, South Korea
- Department of Surgery, College of Medicine, Hanyang University, Seoul, South Korea
| | - Masafumi Nakamura
- Japanese Society of Hepato-Biliary-Pancreatic Surgery (JSHBPS), Tokyo, Japan
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Ki-Hun Kim
- Korean Association of Hepato-Biliary-Pancreatic Surgery (KAHBPS), Seoul, South Korea
- Division of HB Surgery and Liver Transplant, Department of Surgery, Asan Medical Center and University of Ulsan, Seoul, South Korea
| | - Itaru Endo
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
- Japanese Society of Hepato-Biliary-Pancreatic Surgery (JSHBPS), Tokyo, Japan
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Asmundo L, Ambrosini V, Mojtahed A, Fanti S, Ferrone C, Hesami M, Sertic M, Najmi Z, Furtado FS, Dhami RS, Anderson MA, Samir A, Sharma A, Campana D, Ursprung S, Nikolau K, Domachevsky L, Blake MA, Norris EC, Clark JW, Catalano OA. Imaging of Neuroendocrine Neoplasms; Principles of Treatment Strategies. What Referring Clinicians Want to Know. J Comput Assist Tomogr 2024; 48:628-639. [PMID: 38626751 DOI: 10.1097/rct.0000000000001619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/18/2024]
Abstract
ABSTRACT Neuroendocrine neoplasms (NENs) are a diverse group of tumors that express neuroendocrine markers and primarily affect the lungs and digestive system. The incidence of NENs has increased over time due to advancements in imaging and diagnostic techniques. Effective management of NENs requires a multidisciplinary approach, considering factors such as tumor location, grade, stage, symptoms, and imaging findings. Treatment strategies vary depending on the specific subtype of NEN. In this review, we will focus on treatment strategies and therapies including the information relevant to clinicians in order to undertake optimal management and treatment decisions, the implications of different therapies on imaging, and how to ascertain their possible complications and treatment effects.
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Affiliation(s)
| | | | - Amirkasra Mojtahed
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | | | - Cristina Ferrone
- Department of Surgery, Cedar-Sinai Health System, Los Angeles, CA
| | - Mina Hesami
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Madeleine Sertic
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Zahra Najmi
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Felipe S Furtado
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Ranjodh S Dhami
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Mark A Anderson
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Anthony Samir
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Amita Sharma
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Davide Campana
- Department of Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Stephan Ursprung
- Department of Radiology, University Hospital Tuebingen, Tuebingen, Germany
| | - Konstantin Nikolau
- Department of Radiology, University Hospital Tuebingen, Tuebingen, Germany
| | - Liran Domachevsky
- Department of Nuclear Medicine, The Chaim Sheba Medical Center, Tel Hashomer, Israel
| | - Michael A Blake
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Evan C Norris
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Jeffrey W Clark
- Department of Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Onofrio A Catalano
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
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Debien V, Agostinetto E, Bruzzone M, Ceppi M, Martins-Branco D, Molinelli C, Jacobs F, Nader-Marta G, Lambertini M, de Azambuja E. The Impact of Initial Tumor Response on Survival Outcomes of Patients With HER2-Positive Advanced Breast Cancer Treated With Docetaxel, Trastuzumab, and Pertuzumab: An Exploratory Analysis of the CLEOPATRA Trial. Clin Breast Cancer 2024; 24:421-430.e3. [PMID: 38514306 DOI: 10.1016/j.clbc.2024.02.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 02/08/2024] [Accepted: 02/18/2024] [Indexed: 03/23/2024]
Abstract
INTRODUCTION The CLEOPATRA trial (NCT00567190) established a dual anti-HER2 blockade in combination with docetaxel as the first-line standard of care for patients with metastatic HER2-positive breast cancer. While this treatment is overall associated with significant improvement in progression-free survival (PFS) and overall survival (OS), not all patients respond equally. We hypothesized that a radiological complete response (CR) at week 9 (i.e., first disease re-evaluation) is associated with prolonged OS and PFS compared to radiological partial response (PR) or stable disease (SD). METHODS We performed an exploratory analysis of the CLEOPATRA study to address this question. RESULTS Out of 362 patients treated with docetaxel, trastuzumab, and pertuzumab eligible for our analysis, 46 (12.7%) had radiological CR at week 9, 243 (67.1%) PR, and 73 (20.2%) SD per central RECIST v1.0. Radiological CR at first tumor re-evaluation was associated with a 60% risk reduction for death compared to SD (adjusted HR = 0.40 95% confidence interval (CI) 0.23-0.70), whereas no significant impact on survival was observed for PR (adjusted HR = 0.85 95% CI 0.60-1.20). The same was observed for PFS with adjusted HR = 0.30 (95% CI 0.18-0.48) for the CR subgroup and adjusted HR = 0.81 (95% CI 0.60-1.09) for the PR subgroup. In multivariate analysis, no variables were associated with radiological CR. CONCLUSIONS Our findings suggest that radiological CR at first disease re-evaluation is associated with more prolonged survival; this might result from stronger dependence on HER2 pathway addiction, supporting the need for further translational research.
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Affiliation(s)
- Veronique Debien
- Université Libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), Institut Jules Bordet, Academic Trials Promoting Team (ATPT), Brussels, Belgium Brussels, Belgium.
| | - Elisa Agostinetto
- Université Libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), Institut Jules Bordet, Academic Trials Promoting Team (ATPT), Brussels, Belgium Brussels, Belgium
| | - Marco Bruzzone
- Unit of Clinical Epidemiology, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Marcello Ceppi
- Unit of Clinical Epidemiology, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Diogo Martins-Branco
- Université Libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), Institut Jules Bordet, Academic Trials Promoting Team (ATPT), Brussels, Belgium Brussels, Belgium
| | - Chiara Molinelli
- Université Libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), Institut Jules Bordet, Academic Trials Promoting Team (ATPT), Brussels, Belgium Brussels, Belgium; Unit of Clinical Epidemiology, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genoa, Italy; Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Flavia Jacobs
- Université Libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), Institut Jules Bordet, Academic Trials Promoting Team (ATPT), Brussels, Belgium Brussels, Belgium; Humanitas Clinical and Research Center - IRCCS, Humanitas Cancer Center, Rozzano, Milan, Italy
| | - Guilherme Nader-Marta
- Université Libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), Institut Jules Bordet, Academic Trials Promoting Team (ATPT), Brussels, Belgium Brussels, Belgium
| | - Matteo Lambertini
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genoa, Italy; Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Evandro de Azambuja
- Université Libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), Institut Jules Bordet, Academic Trials Promoting Team (ATPT), Brussels, Belgium Brussels, Belgium
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Goel S, Negassa A, Ghalib MH, Chaudhary I, Desai K, Shah U, Swami U, Cohen B, Maitra R, Mani S. Outcomes Among Racial and Ethnic Minority Patients With Advanced Cancers in Phase 1 Trials: A Meta-Analysis. JAMA Netw Open 2024; 7:e2421485. [PMID: 38990570 PMCID: PMC11240188 DOI: 10.1001/jamanetworkopen.2024.21485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Accepted: 05/10/2024] [Indexed: 07/12/2024] Open
Abstract
Importance Patients from racial and ethnic minority groups (eg, Asian, Hispanic, and non-Hispanic Black patients) have low representation in clinical trials, especially in phase 1 trials in cancer. These trials represent valuable options for patients with advanced cancer who experience disease progression with standard therapy. Objective To determine whether the benefit of enrollment to phase 1 cancer trials extends to Asian, Hispanic, and non-Hispanic Black patients as much as it does for non-Hispanic White patients. Data Sources Patient records at a single institution from January 1999 to December 2016 were reviewed. Treatment-related responses, toxic effects, and deaths were recorded. Study Selection All phase 1 studies were included. Data Extraction and Synthesis Data underwent independent extraction by multiple observers following the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) reporting guideline. Main Outcomes and Measures The primary outcome was overall survival (OS), assessed using univariate and multivariable time-to-event analyses. Results A total of 738 patients (median [range], 60 [22-93] years; 467 [63.3] female) including 197 Hispanic patients (26.7%), 238 non-Hispanic Black patients (32.2%), and 282 non-Hispanic White patients (38.2%), were enrolled in 64 phase 1 trials, including 33 cytotoxic trials (51.5%), 21 biologic trials (32.8%), and 10 combined therapy trials (15.6%). The primary cancer diagnoses were colorectal (187 patients [25.3%]), ovarian (141 patients [19.1%]), lung (58 patients [7.9%]), uterine (49 patients [6.6%]), and breast (41 patients [5.6%]). Patients underwent a median (range) of 3 (0-13) therapies prior to trial enrollment. Among 558 patients evaluated for response, the clinical benefit rate (ie, stable disease plus response rates) was 49.1%, and the overall response rate was 6.5%. Grade 3 or 4 nonhematological toxic effects were observed in 27.8% (95% CI, 24.6%-31.3%) of patients and grade 3 or 4 hematological toxic effects were observed in 19.7% (95% CI, 17.0%-22.8%) of patients. The treatment-related mortality rate was 0.9% (95% CI, 0.4%-1.9%). Median OS was 9.6 (95% CI, 8.2-11.0) months among Hispanic patients, 8.3 (95% CI, 6.7-10.4) months among non-Hispanic Black patients, and 9.8 (95% CI, 8.5-11.4) months among non-Hispanic White patients (P = .13). In a multivariable analysis, age older than 60 years, Eastern Cooperative Oncology Group performance status score of 2 or greater, more than 2 metastatic sites, lactate dehydrogenase grade 1 or 2, grade 2 or greater low albumin, grade 1 or greater total bilirubin, and grade 2 or greater anemia were associated with worse prognosis, whereas leukocytosis greater than grade 1 was associated with better OS. Conclusions and Relevance In this meta-analysis assessing outcomes in phase 1 cancer trials among patients from racial and ethnic minority groups, Hispanic and non-Hispanic Black patients had benefits similar to those of non-Hispanic White patients.
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Affiliation(s)
- Sanjay Goel
- Department of Medical Oncology, Robert Wood Johnson Medical School, New Brunswick, New Jersey
- Rutgers Cancer Institute of New Jersey, New Brunswick
- Formerly at Montefiore Medical Center, Bronx, New York
- Formerly at Albert Einstein College of Medicine, Bronx, New York
| | - Abdissa Negassa
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Mohammad H. Ghalib
- Department of Medical Oncology, Rutgers Cancer Institute of New Jersey, New Brunswick
| | - Imran Chaudhary
- Department of Medical Oncology, Montefiore Medical Center, Bronx, New York
| | - Kavita Desai
- Department of Medical Oncology, Montefiore Medical Center, Bronx, New York
| | - Umang Shah
- Department of Medical Oncology, Montefiore Medical Center, Bronx, New York
| | - Umang Swami
- Department of Medical Oncology, Montefiore Medical Center, Bronx, New York
| | - Bruce Cohen
- Department of Radiology, Albert Einstein College of Medicine, Bronx, New York
- Montefiore Medical Center, Bronx, New York
| | - Radhashree Maitra
- Montefiore Medical Center, Bronx, New York
- Department of Medical Oncology, Albert Einstein College of Medicine, Bronx, New York
| | - Sridhar Mani
- Montefiore Medical Center, Bronx, New York
- Department of Medical Oncology, Albert Einstein College of Medicine, Bronx, New York
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Fiala O, Buti S, Bamias A, Massari F, Pichler R, Maruzzo M, Grande E, De Giorgi U, Molina-Cerrillo J, Seront E, Calabrò F, Myint ZW, Facchini G, Kopp RM, Berardi R, Kucharz J, Vitale MG, Pinto A, Formisano L, Büttner T, Messina C, Monteiro FSM, Battelli N, Kanesvaran R, Büchler T, Kopecký J, Santini D, Giudice GC, Porta C, Santoni M. Real-World Impact of Upfront Cytoreductive Nephrectomy in Metastatic Non-Clear Cell Renal Cell Carcinoma Treated with First-Line Immunotherapy Combinations or Tyrosine Kinase Inhibitors (A Sub-Analysis from the ARON-1 Retrospective Study). Target Oncol 2024; 19:587-599. [PMID: 38704759 PMCID: PMC11230988 DOI: 10.1007/s11523-024-01065-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/11/2024] [Indexed: 05/07/2024]
Abstract
BACKGROUND About 20% of patients with renal cell carcinoma present with non-clear cell histology (nccRCC), encompassing various histological types. While surgery remains pivotal for localized-stage nccRCC, the role of cytoreductive nephrectomy (CN) in metastatic nccRCC is contentious. Limited data exist on the role of CN in metastatic nccRCC under current standard of care. OBJECTIVE This retrospective study focused on the impact of upfront CN on metastatic nccRCC outcomes with first-line immune checkpoint inhibitor (IO) combinations or tyrosine kinase inhibitor (TKI) monotherapy. METHODS The study included 221 patients with nccRCC and synchronous metastatic disease, treated with IO combinations or TKI monotherapy in the first line. Baseline clinical characteristics, systemic therapy, and treatment outcomes were analyzed. The primary objective was to assess clinical outcomes, including progression-free survival (PFS) and overall survival (OS). Statistical analysis involved the Fisher exact test, Pearson's correlation coefficient, analysis of variance, Kaplan-Meier method, log-rank test, and univariate/multivariate Cox proportional hazard regression models. RESULTS Median OS for patients undergoing upfront CN was 36.8 (95% confidence interval [CI] 24.9-71.3) versus 20.8 (95% CI 12.6-24.8) months for those without CN (p = 0.005). Upfront CN was significantly associated with OS in the multivariate Cox regression analysis (hazard ratio 0.47 [95% CI 0.31-0.72], p < 0.001). In patients without CN, the median OS and PFS was 24.5 (95% CI 18.1-40.5) and 13.0 months (95% CI 6.6-23.5) for patients treated with IO+TKI versus 7.5 (95% CI 4.3-22.4) and 4.9 months (95% CI 3.0-8.1) for those receiving the IO+IO combination (p = 0.059 and p = 0.032, respectively). CONCLUSIONS Our study demonstrates the survival benefits of upfront CN compared with systemic therapy without CN. The study suggests that the use of IO+TKI combination or, eventually, TKI monotherapy might be a better choice than IO+IO combination for patients who are not candidates for CN regardless of IO eligibility. Prospective trials are needed to validate these findings and refine the role of CN in current mRCC management.
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Affiliation(s)
- Ondřej Fiala
- Department of Oncology and Radiotherapeutics, Faculty of Medicine, University Hospital in Pilsen, Charles University Prague, Alej Svobody 80, 304 60, Pilsen, Czech Republic.
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Alej Svobody 76, Pilsen, Czech Republic.
| | - Sebastiano Buti
- Department of Medicine and Surgery, University of Parma, Via Gramsci 14, 43126, Parma, Italy
- Oncology Unit, University Hospital of Parma, Via Gramsci 14, 43126, Parma, Italy
| | - Aristotelis Bamias
- Second Propaedeutic Department of Internal Medicine, School of Medicine, ATTIKON University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Francesco Massari
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
| | - Renate Pichler
- Department of Urology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Marco Maruzzo
- Oncology 1 Unit, Department of Oncology, Istituto Oncologico Veneto IOV-IRCCS, Padova, Italy
| | - Enrique Grande
- Department of Medical Oncology, MD Anderson Cancer Center Madrid, Universidad Francisco de Vitoria, Madrid, Spain
| | - Ugo De Giorgi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | | | - Emmanuel Seront
- Medical Oncology, Cliniques universitaires Saint-Luc, Centre Hospitalier de Jolimont Institut Roi Albert II, Haine Saint Paul, Brussels, Belgium
| | - Fabio Calabrò
- Medical Oncology 1-IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Zin W Myint
- Markey Cancer Center, University of Kentucky, Lexington, KY, 40536-0293, USA
| | - Gaetano Facchini
- Oncology Operative Unit, Santa Maria delle Grazie" Hospital, ASL NA2 NORD, Pozzuoli, Naples, 80078, Italy
| | - Ray Manneh Kopp
- Clinical Oncology, Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia
| | - Rossana Berardi
- Department of Medical Oncology, Università Politecnica delle Marche, AOU delle Marche, Ancona, Italy
| | - Jakub Kucharz
- Department of Uro-oncology, Maria Sklodowska-Curie National Research Institute of Oncology, Warsaw, Poland
| | - Maria Giuseppa Vitale
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, 41124, Modena, Italy
| | - Alvaro Pinto
- Medical Oncology Department, La Paz University Hospital, Madrid, Spain
| | - Luigi Formisano
- Department of Medicine and Surgery, Federico II University, Naples, Italy
| | - Thomas Büttner
- Department of Urology, University Hospital Bonn (UKB), 53127, Bonn, Germany
| | | | - Fernando Sabino M Monteiro
- Latin American Cooperative Oncology Group, LACOG and Oncology and Hematology Department, Hospital Sirio-Libanês, SGAS 613 Lote 94, Brasília, DF, Brazil
| | | | | | - Tomáš Büchler
- Department of Oncology, Second Faculty of Medicine, Charles University, Motol University Hospital, Prague, Czech Republic
| | - Jindřich Kopecký
- Department of Clinical Oncology and Radiotherapy, University Hospital Hradec Kralove, Hradec Kralove, Czech Republic
| | - Daniele Santini
- Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University, Policlinico Umberto1, Rome, Italy
| | - Giulia Claire Giudice
- Department of Medicine and Surgery, University of Parma, Via Gramsci 14, 43126, Parma, Italy
- Oncology Unit, University Hospital of Parma, Via Gramsci 14, 43126, Parma, Italy
| | - Camillo Porta
- Interdisciplinary Department of Medicina, Division of Medical Oncology, University of Bari "Aldo Moro", A.O.U. Consorziale Policlinico di Bari, Bari, Italy
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Ulaner GA, VanderMolen LA, Li G, Ferreira D. Dotatate PET/CT and 225Ac-Dotatate Therapy for Somatostatin Receptor-expressing Metastatic Breast Cancer. Radiology 2024; 312:e233408. [PMID: 39078299 DOI: 10.1148/radiol.233408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/31/2024]
Abstract
Background Somatostatin receptors, and specifically somatostatin receptor type 2 (SSTR2), have primarily been associated with neuroendocrine tumors and have revolutionized the imaging and therapy of patients with these tumors. SSTR2 is expressed on other tumors at lower prevalence. Purpose To evaluate the potential of SSTR2-targeted imaging and therapy in patients with breast cancer. Materials and Methods In a preclinical experiment, SSTR2 expression was assessed in tissue microarrays of breast cancer samples using H-score analysis. H-scores higher than 50 (0-300 scale) were considered positive. Then, a prospective phase 2 clinical trial of SSTR2-targeted tetraazacyclododecane tetraacetic acid octreotate (Dotatate) PET/CT was performed in participants with biopsy-proven estrogen receptor (ER)-positive breast cancer from January to August 2023. A positive Dotatate PET/CT scan was defined as tumors with a Krenning score of 3 (avidity greater than liver) or 4 (avidity greater than spleen). The proportion of positive scans and the 95% CI were calculated. One participant with metastatic ER-positive breast cancer and a Krenning 4 Dotatate PET/CT result underwent treatment with SSTR2-targeted actinium 225 (225Ac) Dotatate. Results Preclinical microarrays demonstrated that 63 of 123 ER-positive breast cancer tissue samples (51% [95% CI: 42, 60]) but only 22 of 121 ER-negative breast cancer tissue samples (18% [95% CI: 12, 26]) were enriched for SSTR2 (P < .001). Thirty female participants (mean age, 66 years ± 15) with metastatic ER-positive breast cancer were accrued to the phase 2 SSTR2-targeted imaging trial and underwent Dotatate PET/CT. Dotatate PET/CT demonstrated that nine of 30 participants (30% [95% CI: 15, 49]) had tumors with Krenning scores of 3 or 4, indicating strong SSTR2 expression. SSTR2-targeted therapy with alpha-emitting 225Ac-Dotatate resulted in a near complete response in a heavily pretreated participant with metastatic ER-positive breast cancer and a Krenning 4 Dotatate PET result. Conclusion Molecular imaging targeting SSTR2 and radioligand therapy with SSTR2-targeted 225Ac-Dotatate enables a new therapeutic option for patients with metastatic breast cancer. Clinical trial registration no. NCT05880394 © RSNA, 2024 See also the editorial by Lin and Choyke in this issue.
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Affiliation(s)
- Gary A Ulaner
- From the Department of Molecular Imaging and Therapy, Hoag Family Cancer Institute, 16105 Sand Canyon Ave, Irvine, CA 92618 (G.A.U.); Department of Radiology and Translational Genomics (G.A.U.) and Department of Medicine (L.A.V.), University of Southern California, Los Angeles, Calif; and RayzeBio, San Diego, CA (G.L., D.F.)
| | - Louis A VanderMolen
- From the Department of Molecular Imaging and Therapy, Hoag Family Cancer Institute, 16105 Sand Canyon Ave, Irvine, CA 92618 (G.A.U.); Department of Radiology and Translational Genomics (G.A.U.) and Department of Medicine (L.A.V.), University of Southern California, Los Angeles, Calif; and RayzeBio, San Diego, CA (G.L., D.F.)
| | - Gary Li
- From the Department of Molecular Imaging and Therapy, Hoag Family Cancer Institute, 16105 Sand Canyon Ave, Irvine, CA 92618 (G.A.U.); Department of Radiology and Translational Genomics (G.A.U.) and Department of Medicine (L.A.V.), University of Southern California, Los Angeles, Calif; and RayzeBio, San Diego, CA (G.L., D.F.)
| | - Denis Ferreira
- From the Department of Molecular Imaging and Therapy, Hoag Family Cancer Institute, 16105 Sand Canyon Ave, Irvine, CA 92618 (G.A.U.); Department of Radiology and Translational Genomics (G.A.U.) and Department of Medicine (L.A.V.), University of Southern California, Los Angeles, Calif; and RayzeBio, San Diego, CA (G.L., D.F.)
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Otsuru M, Yamakawa N, Kirita T, Yamada SI, Kurita H, Kugimoto T, Harada H, Hasegawa T, Akashi M, Takeshita A, Uzawa N, Umeda M, Yanamoto S, Yamada T. Efficacy and safety of molecularly targeted agents and immune checkpoint inhibitors for unresectable or recurrent/metastatic oral cancer in Japan. J Dent Sci 2024; 19:1628-1637. [PMID: 39035308 PMCID: PMC11259634 DOI: 10.1016/j.jds.2023.11.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 11/28/2023] [Indexed: 07/23/2024] Open
Abstract
Background/purpose For unresectable recurrent/metastatic head and neck cancer, pembrolizumab alone or pembrolizumab combined with cisplatin and 5-fluorouracil is the first-line therapy, depending on the PD-L1 combined positive score (CPS). However, this is based on clinical studies of head and neck cancer, and few similar studies have been conducted on oral cancer alone. This study aimed to investigate the current status of pharmacotherapy for unresectable, recurrent, or metastatic oral cancer. Materials and methods Patients with unresectable or recurrent/metastatic oral cancer who received cetuximab, nivolumab, or pembrolizumab as first-line treatment were reviewed. Overall survival (OS), progression-free survival (PFS), PFS 2 (PFS2), overall response rate (ORR), disease control rate (DCR), and immune-related adverse events were obtained from medical records. Results A total of 155 patients were enrolled from six hospitals. The ORR in the nivolumab, pembrolizumab, and cetuximab groups was 17.2 %, 4.2 %, and 21.6 %, respectively, and the DCR was 37.9 %, 41.7 %, and 58.8 %, respectively. Median OS in nivolumab, pembrolizumab, and cetuximab groups was 10.3, 9.5, and 11.1 months, respectively. No significant differences were observed in survival among the three groups. The small number of cases and the retrospective nature of the study precluded the determination of the more effective first-line treatment among the three drugs. Conclusion The current statuses of nivolumab, pembrolizumab, and cetuximab in unresectable recurrent metastatic oral cancer was reported.
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Affiliation(s)
- Mitsunobu Otsuru
- Department of Clinical Oral Oncology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Nobuhiro Yamakawa
- Department of Oral and Maxillofacial Surgery, School of Medicine, Nara Medical University, Kashihara, Japan
| | - Tadaaki Kirita
- Department of Oral and Maxillofacial Surgery, School of Medicine, Nara Medical University, Kashihara, Japan
| | - Shin-ichi Yamada
- Department of Dentistry and Oral Surgery, Shinshu University School of Medicine, Matsumoto, Japan
- Department of Oral and Maxillofacial Surgery, Faculty of Medicine, Academic Assembly, University of Toyama, Toyama, Japan
| | - Hiroshi Kurita
- Department of Dentistry and Oral Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Takuma Kugimoto
- Department of Oral and Maxillofacial Surgical Oncology, Division of Oral Health Science, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Hiroyuki Harada
- Department of Oral and Maxillofacial Surgical Oncology, Division of Oral Health Science, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Takumi Hasegawa
- Department of Oral and Maxillofacial Surgery, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Masaya Akashi
- Department of Oral and Maxillofacial Surgery, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Akinori Takeshita
- Department of Oral and Maxillofacial Surgery 2, Osaka University, School & Graduate School of Dentistry, Osaka, Japan
| | - Narikazu Uzawa
- Department of Oral and Maxillofacial Surgery 2, Osaka University, School & Graduate School of Dentistry, Osaka, Japan
| | - Masahiro Umeda
- Department of Clinical Oral Oncology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Souichi Yanamoto
- Department of Oral Oncology, Hiroshima University, Hiroshima, Japan
| | - Tomohiro Yamada
- Department of Clinical Oral Oncology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
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Sun L, Yang N, Liu Z, Ye X, Cheng M, Deng L, Zhang J, Wu J, Shi M, Liao W. Cholestasis-induced phenotypic transformation of neutrophils contributes to immune escape of colorectal cancer liver metastasis. J Biomed Sci 2024; 31:66. [PMID: 38951890 PMCID: PMC11218316 DOI: 10.1186/s12929-024-01052-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Accepted: 06/13/2024] [Indexed: 07/03/2024] Open
Abstract
BACKGROUND Cholestasis is a common yet severe complication that occurs during the advancement of liver metastasis. However, how cholestasis impacts the development, treatment, and tumor microenvironment (TME) of liver metastasis remains to be elucidated. METHODS Extrahepatic and intrahepatic cholestatic mouse models with liver metastasis were established to detect the differential expression levels of genes, infiltration of immune cells and change in bile acid-associated metabolites by using RNA-Sequencing, flowcytometry, and liquid chromatography and mass spectrometry. Western blot was applied to neutrophils under the stimulation of primary bile acids (BAs) in vitro to study the mechanism of phenotypic alteration. In vitro coculture of BA-treated neutrophils with CD8+ T cells were performed to study the immune-suppressive effect of phenotypic-altered neutrophils. Clinical samples collected from colorectal cancer patients with liver metastasis and cholestasis were applied to RNA-Seq. RESULTS Compared to non-cholestatic mice, the progression of liver metastasis of cholestatic mice was significantly accelerated, which was associated with increased neutrophil infiltration and T-cell exclusion. Both neutrophils and T cells expressed higher immunosuppressive markers in the cholestatic mouse model, further indicating that an immunosuppressive tumor microenvironment was induced during cholestasis. Although neutrophils deletion via anti-Ly6G antibody partially hindered liver metastasis progression, it reduced the overall survival of mice. Tauro-β-muricholic acid (Tβ-MCA) and Glycocholic acid (GCA), the two most abundant cholestasis-associated primary BAs, remarkably promoted the expression of Arg1 and iNOS on neutrophils via p38 MAPK signaling pathway. In addition, BAs-pretreated neutrophils significantly suppressed the activation and cytotoxic effects of CD8+ T cells, indicating that the immunosuppressive phenotype of neutrophils was directly induced by BAs. Importantly, targeting BA anabolism with Obeticholic acid (OCA) under cholestasis effectively suppressed liver metastasis progression, enhanced the efficacy of immune checkpoint blockade, and prolonged survival of mice. CONCLUSIONS Our study reveals the TME of cholestasis-associated liver metastasis and proposes a new strategy for such patients by targeting bile acid anabolism.
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Affiliation(s)
- Li Sun
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
- Department of Oncology, Air Force Medical Center of PLA, Air Force Medical University, Beijing, China
| | - Nanyan Yang
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Zhihong Liu
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Xiandong Ye
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Mengting Cheng
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Lingjun Deng
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Junhao Zhang
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Jingjing Wu
- Department of Thoracic Medical Oncology, Cancer Hospital of the University of Chinese Academy of Sciences, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
| | - Min Shi
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Wangjun Liao
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China.
- Foshan Key Laboratory of Translational Medicine in Oncology, Cancer Center, the Sixth Affiliated Hospital, South China University of Technology, Foshan, Guangdong, China.
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Kunichika H, Minamiguchi K, Tachiiri T, Shimizu K, Taiji R, Yamada A, Nakano R, Irizato M, Yamauchi S, Marugami A, Marugami N, Kishida H, Nakagawa H, Takewa M, Kageyama K, Yamamoto A, Ueshima E, Sofue K, Kita R, Kurakami H, Tanaka T. Prediction of Efficacy for Atezolizumab/Bevacizumab in Unresectable Hepatocellular Carcinoma with Hepatobiliary-Phase Gadolinium Ethoxybenzyl-Diethylenetriaminepentaacetic Acid MRI. Cancers (Basel) 2024; 16:2275. [PMID: 38927979 PMCID: PMC11202233 DOI: 10.3390/cancers16122275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Revised: 06/10/2024] [Accepted: 06/17/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND This study aimed to examine whether the coefficient of variation (CV) in the hepatobiliary-phase (HBP) of Gd-EOB-DTPA-MRI could be an independent predictive factor for tumor progression. METHODS Patients who underwent Gd-EOB-DTPA-MRI before Atezolizumab/bevacizumab therapy at six affiliated institutions between 2018 and 2022 were included. CV for each patient was calculated as the mean value for up to five tumors larger than 10 mm, and CV of the whole tumor was calculated using LIFEx software. The tumor response was evaluated within 6-10 weeks. The primary endpoint was to investigate the predictive factors, including CV, related to tumor progression using logistic regression analysis. The secondary endpoints were tumor response rate and progression-free survival (PFS) based on CV. RESULTS Of the 46 enrolled patients, 13 (28.3%) underwent early progressive disease. Multivariate analysis revealed that a high CV (≥0.22) was an independent predictive factor for tumor progression (p = 0.043). Patients with a high CV had significantly frequent PD than those with a low CV (43.5 vs. 13.0%, p = 0.047). Patients with a high CV tended to have shorter PFS than those with a low CV (3.5 vs. 6.7 months, p = 0.071). CONCLUSION Quantitative analysis using CV in the HBP of Gd-EOB-DTPA-MRI may be useful for predicting tumor progression for atezolizumab/bevacizumab therapy.
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Affiliation(s)
- Hideki Kunichika
- Department of Diagnostic and Interventional Radiology, Nara Medical University, Kashihara 634-8522, Japan; (H.K.); (T.T.)
| | - Kiyoyuki Minamiguchi
- Department of Diagnostic and Interventional Radiology, Nara Medical University, Kashihara 634-8522, Japan; (H.K.); (T.T.)
| | - Tetsuya Tachiiri
- Department of Diagnostic and Interventional Radiology, Nara Medical University, Kashihara 634-8522, Japan; (H.K.); (T.T.)
| | - Kozo Shimizu
- Central Division of Radiology, Nara Medical University, Kashihara 634-8522, Japan
| | - Ryosuke Taiji
- Department of Diagnostic and Interventional Radiology, Nara Medical University, Kashihara 634-8522, Japan; (H.K.); (T.T.)
| | - Aya Yamada
- Department of Diagnostic and Interventional Radiology, Nara Medical University, Kashihara 634-8522, Japan; (H.K.); (T.T.)
| | - Ryota Nakano
- Department of Diagnostic and Interventional Radiology, Nara Medical University, Kashihara 634-8522, Japan; (H.K.); (T.T.)
| | - Mariko Irizato
- Department of Diagnostic and Interventional Radiology, Nara Medical University, Kashihara 634-8522, Japan; (H.K.); (T.T.)
| | - Satoshi Yamauchi
- Department of Diagnostic and Interventional Radiology, Nara Medical University, Kashihara 634-8522, Japan; (H.K.); (T.T.)
| | - Aki Marugami
- Department of Diagnostic and Interventional Radiology, Nara Medical University, Kashihara 634-8522, Japan; (H.K.); (T.T.)
| | - Nagaaki Marugami
- Department of Diagnostic and Interventional Radiology, Nara Medical University, Kashihara 634-8522, Japan; (H.K.); (T.T.)
| | - Hayato Kishida
- Department of Radiology, Nara Prefecture General Medical Center, Nara 630-8054, Japan
| | - Hiroyuki Nakagawa
- Department of Radiology, Nara Prefecture General Medical Center, Nara 630-8054, Japan
| | - Megumi Takewa
- Department of Radiology, Nara Prefecture Seiwa Medical Center, Sango 636-0802, Japan
| | - Ken Kageyama
- Department of Diagnostic and Interventional Radiology, Osaka Metropolitan University, Osaka 545-0051, Japan
| | - Akira Yamamoto
- Department of Diagnostic and Interventional Radiology, Osaka Metropolitan University, Osaka 545-0051, Japan
| | - Eisuke Ueshima
- Department of Radiology and Center for Endovascular Therapy, Kobe University, Kobe 650-0017, Japan
| | - Keitaro Sofue
- Department of Radiology and Center for Endovascular Therapy, Kobe University, Kobe 650-0017, Japan
| | - Ryuichi Kita
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka 543-8555, Japan
| | - Hiroyuki Kurakami
- Institute for Clinical and Translational Science, Nara Medical University, Kashihara 634-8522, Japan
| | - Toshihiro Tanaka
- Department of Diagnostic and Interventional Radiology, Nara Medical University, Kashihara 634-8522, Japan; (H.K.); (T.T.)
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129
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Hobor S, Al Bakir M, Hiley CT, Skrzypski M, Frankell AM, Bakker B, Watkins TBK, Markovets A, Dry JR, Brown AP, van der Aart J, van den Bos H, Spierings D, Oukrif D, Novelli M, Chakrabarti T, Rabinowitz AH, Ait Hassou L, Litière S, Kerr DL, Tan L, Kelly G, Moore DA, Renshaw MJ, Venkatesan S, Hill W, Huebner A, Martínez-Ruiz C, Black JRM, Wu W, Angelova M, McGranahan N, Downward J, Chmielecki J, Barrett C, Litchfield K, Chew SK, Blakely CM, de Bruin EC, Foijer F, Vousden KH, Bivona TG, Hynds RE, Kanu N, Zaccaria S, Grönroos E, Swanton C. Mixed responses to targeted therapy driven by chromosomal instability through p53 dysfunction and genome doubling. Nat Commun 2024; 15:4871. [PMID: 38871738 PMCID: PMC11176322 DOI: 10.1038/s41467-024-47606-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 03/28/2024] [Indexed: 06/15/2024] Open
Abstract
The phenomenon of mixed/heterogenous treatment responses to cancer therapies within an individual patient presents a challenging clinical scenario. Furthermore, the molecular basis of mixed intra-patient tumor responses remains unclear. Here, we show that patients with metastatic lung adenocarcinoma harbouring co-mutations of EGFR and TP53, are more likely to have mixed intra-patient tumor responses to EGFR tyrosine kinase inhibition (TKI), compared to those with an EGFR mutation alone. The combined presence of whole genome doubling (WGD) and TP53 co-mutations leads to increased genome instability and genomic copy number aberrations in genes implicated in EGFR TKI resistance. Using mouse models and an in vitro isogenic p53-mutant model system, we provide evidence that WGD provides diverse routes to drug resistance by increasing the probability of acquiring copy-number gains or losses relative to non-WGD cells. These data provide a molecular basis for mixed tumor responses to targeted therapy, within an individual patient, with implications for therapeutic strategies.
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Affiliation(s)
- Sebastijan Hobor
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | - Maise Al Bakir
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | - Crispin T Hiley
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK
- Department of Medical Oncology, University College London Hospitals, 235 Euston Rd, Fitzrovia, London, NW1 2BU, UK
| | - Marcin Skrzypski
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK
- Department of Medical Oncology, University College London Hospitals, 235 Euston Rd, Fitzrovia, London, NW1 2BU, UK
- Department of Oncology and Radiotherapy, Medical University of Gdańsk, ul. Mariana Smoluchowskiego 17, 80-214, Gdańsk, Poland
| | - Alexander M Frankell
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK
| | - Bjorn Bakker
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
- European Research Institute for the Biology of Ageing, University of Groningen, University Medical Center Groningen, A. Deusinglaan 1, Groningen, 9713, the Netherlands
| | - Thomas B K Watkins
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | | | - Jonathan R Dry
- Late Development, Oncology R&D, AstraZeneca, Boston, MA, USA
| | - Andrew P Brown
- Late Development, Oncology R&D, AstraZeneca, Boston, MA, USA
| | | | - Hilda van den Bos
- European Research Institute for the Biology of Ageing, University of Groningen, University Medical Center Groningen, A. Deusinglaan 1, Groningen, 9713, the Netherlands
| | - Diana Spierings
- European Research Institute for the Biology of Ageing, University of Groningen, University Medical Center Groningen, A. Deusinglaan 1, Groningen, 9713, the Netherlands
| | - Dahmane Oukrif
- Research Department of Pathology, University College London Medical School, University Street, London, WC1E 6JJ, UK
| | - Marco Novelli
- Research Department of Pathology, University College London Medical School, University Street, London, WC1E 6JJ, UK
| | - Turja Chakrabarti
- Department of Medicine, University of California, San Francisco, CA, 94158, USA
| | - Adam H Rabinowitz
- Furlong Laboratory, EMBL Meyerhofstraße 1, 69117, Heidelberg, Germany
| | - Laila Ait Hassou
- European Organization for Research and Treatment of Cancer, Brussels, Belgium
| | - Saskia Litière
- Bioinformatics & Biostatistics; Francis Crick Institute, London, UK
| | - D Lucas Kerr
- Department of Medicine, University of California, San Francisco, CA, 94158, USA
| | - Lisa Tan
- Department of Medicine, University of California, San Francisco, CA, 94158, USA
| | - Gavin Kelly
- Bioinformatics & Biostatistics; Francis Crick Institute, London, UK
| | - David A Moore
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK
- Department of Cellular Pathology, University College London Hospitals, London, UK
| | - Matthew J Renshaw
- Advanced Light Microscopy, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | - Subramanian Venkatesan
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | - William Hill
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | - Ariana Huebner
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK
- Cancer Genome Evolution Research Group, Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Carlos Martínez-Ruiz
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK
- Cancer Genome Evolution Research Group, Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - James R M Black
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK
- Cancer Genome Evolution Research Group, Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Wei Wu
- Department of Medicine, University of California, San Francisco, CA, 94158, USA
| | - Mihaela Angelova
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | - Nicholas McGranahan
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK
- Cancer Genome Evolution Research Group, Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Julian Downward
- Oncogene Biology Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | | | - Carl Barrett
- Late Development, Oncology R&D, AstraZeneca, Boston, MA, USA
| | - Kevin Litchfield
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | - Su Kit Chew
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK
| | - Collin M Blakely
- Department of Medicine, University of California, San Francisco, CA, 94158, USA
| | - Elza C de Bruin
- Research and Early Development, Oncology R&D, AstraZeneca, Cambridge, UK
| | - Floris Foijer
- European Research Institute for the Biology of Ageing, University of Groningen, University Medical Center Groningen, A. Deusinglaan 1, Groningen, 9713, the Netherlands
| | - Karen H Vousden
- p53 and Metabolism Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | - Trever G Bivona
- Department of Medicine, University of California, San Francisco, CA, 94158, USA
- Chan-Zuckerberg Biohub, San Francisco, USA
| | - Robert E Hynds
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK
| | - Nnennaya Kanu
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK.
| | - Simone Zaccaria
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK.
- Computational Cancer Genomics Research Group, University College London Cancer Institute, London, UK.
| | - Eva Grönroos
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK.
| | - Charles Swanton
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK.
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK.
- Department of Medical Oncology, University College London Hospitals, 235 Euston Rd, Fitzrovia, London, NW1 2BU, UK.
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130
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Gallagher K, Strobl MA, Park DS, Spoendlin FC, Gatenby RA, Maini PK, Anderson AR. Mathematical Model-Driven Deep Learning Enables Personalized Adaptive Therapy. Cancer Res 2024; 84:1929-1941. [PMID: 38569183 PMCID: PMC11148552 DOI: 10.1158/0008-5472.can-23-2040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 01/05/2024] [Accepted: 03/21/2024] [Indexed: 04/05/2024]
Abstract
Standard-of-care treatment regimens have long been designed for maximal cell killing, yet these strategies often fail when applied to metastatic cancers due to the emergence of drug resistance. Adaptive treatment strategies have been developed as an alternative approach, dynamically adjusting treatment to suppress the growth of treatment-resistant populations and thereby delay, or even prevent, tumor progression. Promising clinical results in prostate cancer indicate the potential to optimize adaptive treatment protocols. Here, we applied deep reinforcement learning (DRL) to guide adaptive drug scheduling and demonstrated that these treatment schedules can outperform the current adaptive protocols in a mathematical model calibrated to prostate cancer dynamics, more than doubling the time to progression. The DRL strategies were robust to patient variability, including both tumor dynamics and clinical monitoring schedules. The DRL framework could produce interpretable, adaptive strategies based on a single tumor burden threshold, replicating and informing optimal treatment strategies. The DRL framework had no knowledge of the underlying mathematical tumor model, demonstrating the capability of DRL to help develop treatment strategies in novel or complex settings. Finally, a proposed five-step pathway, which combined mechanistic modeling with the DRL framework and integrated conventional tools to improve interpretability compared with traditional "black-box" DRL models, could allow translation of this approach to the clinic. Overall, the proposed framework generated personalized treatment schedules that consistently outperformed clinical standard-of-care protocols. SIGNIFICANCE Generation of interpretable and personalized adaptive treatment schedules using a deep reinforcement framework that interacts with a virtual patient model overcomes the limitations of standardized strategies caused by heterogeneous treatment responses.
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Affiliation(s)
- Kit Gallagher
- Wolfson Centre for Mathematical Biology, Mathematical Institute, Oxford, United Kingdom
- Integrated Mathematical Oncology, Moffitt Cancer Center, Tampa, Florida
| | | | - Derek S. Park
- Integrated Mathematical Oncology, Moffitt Cancer Center, Tampa, Florida
| | - Fabian C. Spoendlin
- Wolfson Centre for Mathematical Biology, Mathematical Institute, Oxford, United Kingdom
| | - Robert A. Gatenby
- Integrated Mathematical Oncology, Moffitt Cancer Center, Tampa, Florida
| | - Philip K. Maini
- Wolfson Centre for Mathematical Biology, Mathematical Institute, Oxford, United Kingdom
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131
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Chen J, Wang M, Qi X, Long H, Qi N, Wu L, Ke M, Shao S, Li P, Chen Y, Wang W, Zhu S, Qi X, Li G. RC48-Antibody-Drug Conjugate in Metastatic Urothelial Carcinoma: A Multicenter Real-World Study in China. Clin Genitourin Cancer 2024; 22:102093. [PMID: 38762350 DOI: 10.1016/j.clgc.2024.102093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 04/06/2024] [Accepted: 04/06/2024] [Indexed: 05/20/2024]
Abstract
OBJECTIVES RC48 is an antibody-drug conjugate (ADC) that targets HER2. In China, RC48 is approved for patients with HER-2-positive metastatic urothelial carcinoma (mUC) who have failed at least platinum-based chemotherapy. This study aimed to evaluate RC48 for mUC in a cohort of real-world patients. MATERIALS AND METHODS We retrospectively collected data from 103 mUC patients from 12 centers between July 2021 and August 2023 in China. RC48 alone or with immunotherapy was administered until disease progression, intolerable toxicity, death, or other reasons. The objective response rate (ORR), progression-free survival (PFS), overall survival (OS), and incidence of treatment-related adverse events (TRAEs) were evaluated. RESULTS The median age of the patients was 68 years, and 68.0% were men. Twenty-nine (28.2%) patients received RC48 alone; 73 (70.9%) received RC48 combination therapy. The response rates were as follows: complete response in 2 (1.9%) patients, partial response in 50 (48.5%) patients, stable disease in 30 (29.1%) patients. The ORR was 50.5%. In patients with ≥80 years, Eastern Cooperative Oncology Group (ECOG) performance status ≥2 and creatinine clearance rate (CCr) <30 mL/min, the ORR was 75%, 48.6%, and 40.0%, respectively. The median PFS was 6 (3.9-8.1) months, and the median OS was not reached. The most reported TRAEs were peripheral sensory neuropathy (53.4%), alopecia (42.7%), asthenia (38.8%), decreased appetite (35.9%) and weight loss (35.9%) and TRAE did not increase in patients with poor condition or impaired renal function. CONCLUSION Administration of RC48 for real-world patients is both effective and safe. mUC patients can benefit from RC48-based therapy, regardless of their poor condition or impaired renal function.
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MESH Headings
- Humans
- Male
- Female
- Aged
- Retrospective Studies
- Immunoconjugates/administration & dosage
- Immunoconjugates/adverse effects
- Immunoconjugates/therapeutic use
- China
- Middle Aged
- Aged, 80 and over
- Receptor, ErbB-2/metabolism
- Carcinoma, Transitional Cell/drug therapy
- Carcinoma, Transitional Cell/secondary
- Progression-Free Survival
- Urologic Neoplasms/drug therapy
- Urologic Neoplasms/pathology
- Antibodies, Monoclonal, Humanized/administration & dosage
- Antibodies, Monoclonal, Humanized/adverse effects
- Antibodies, Monoclonal, Humanized/therapeutic use
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- Urinary Bladder Neoplasms/drug therapy
- Urinary Bladder Neoplasms/pathology
- Treatment Outcome
- Adult
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Affiliation(s)
- Jinchao Chen
- Department of Urologic Surgery, Zhejiang Cancer Hospital, Hangzhou, China
| | - Mingchao Wang
- Department of Urology, Sir Run Run Shaw Hospital affiliated with the Zhejiang University School of Medicine, Hangzhou, China
| | - Xiaolong Qi
- Department of Urology, Zhejiang Provincial People's Hospital, Hangzhou, China
| | - Huimin Long
- Department of Urology, Ningbo Medical Center Lihuili Hospital, Ningbo, China
| | - Nienie Qi
- Department of Urology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Lingfeng Wu
- Department of Urology, The First Hospital of Jiaxing, Jiaxing, China
| | - Mang Ke
- Department of Urology, The Taizhou Hospital of Zhejiang Province, Taizhou, China
| | - Sihai Shao
- Department of Urology, The First Affiliated Hospital of Huzhou Normal College, Huzhou, China
| | - Peng Li
- Department of Urology, The Huzhou Central Hospital, Huzhou, China
| | - Yongliang Chen
- Department of Urology, The Shaoxing Central Hospital, Shaoxing, China
| | - Wei Wang
- Department of Urology, The Tiantai Hospital of Zhejiang Province, Taizhou, China
| | - Shaoxing Zhu
- Department of Urology, Fujian Medical University Union Hospital, Fuzhou, China.
| | - Xiaoping Qi
- Department of Urology, The 903rd PLA Hospital, Hangzhou Medical College, Hangzhou, China.
| | - Gonghui Li
- Department of Urology, Sir Run Run Shaw Hospital affiliated with the Zhejiang University School of Medicine, Hangzhou, China.
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132
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Zuo X, Kumar A, Shen S, Li J, Cong G, Jin E, Chen Q, Warner JL, Yang P, Xu H. Extracting Systemic Anticancer Therapy and Response Information From Clinical Notes Following the RECIST Definition. JCO Clin Cancer Inform 2024; 8:e2300166. [PMID: 38885475 PMCID: PMC12032536 DOI: 10.1200/cci.23.00166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 02/27/2024] [Accepted: 03/11/2024] [Indexed: 06/20/2024] Open
Abstract
PURPOSE The RECIST guidelines provide a standardized approach for evaluating the response of cancer to treatment, allowing for consistent comparison of treatment efficacy across different therapies and patients. However, collecting such information from electronic health records manually can be extremely labor-intensive and time-consuming because of the complexity and volume of clinical notes. The aim of this study is to apply natural language processing (NLP) techniques to automate this process, minimizing manual data collection efforts, and improving the consistency and reliability of the results. METHODS We proposed a complex, hybrid NLP system that automates the process of extracting, linking, and summarizing anticancer therapy and associated RECIST-like responses from narrative clinical text. The system consists of multiple machine learning-/deep learning-based and rule-based modules for diverse NLP tasks such as named entity recognition, assertion classification, relation extraction, and text normalization, to address different challenges associated with anticancer therapy and response information extraction. We then evaluated the system performances on two independent test sets from different institutions to demonstrate its effectiveness and generalizability. RESULTS The system used domain-specific language models, BioBERT and BioClinicalBERT, for high-performance therapy mentions identification and RECIST responses extraction and categorization. The best-performing model achieved a 0.66 score in linking therapy and RECIST response mentions, with end-to-end performance peaking at 0.74 after relation normalization, indicating substantial efficacy with room for improvement. CONCLUSION We developed, implemented, and tested an information extraction system from clinical notes for cancer treatment and efficacy assessment information. We expect this system will support future cancer research, particularly oncologic studies that focus on efficiently assessing the effectiveness and reliability of cancer therapeutics.
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Affiliation(s)
- Xu Zuo
- University of Texas Health Science Center, Houston, Texas, United States
| | - Ashok Kumar
- Mayo Clinic, Scottsdale, Arizona, United States
| | - Shuhan Shen
- Mayo Clinic, Scottsdale, Arizona, United States
| | - Jianfu Li
- University of Texas Health Science Center, Houston, Texas, United States
| | - Grace Cong
- University of Maryland, College Park, College Park, Maryland, United States
| | - Edward Jin
- University of Southern California, Los Angeles, California, United States
| | - Qingxia Chen
- Vanderbilt University Medical Center, Nashville, Tennessee, United States
| | - Jeremy L. Warner
- Vanderbilt University Medical Center, Nashville, Tennessee, United States
- Legorreta Cancer Center at Brown University, Providence, Rhode Island, United States
- Lifespan Cancer Institute, Providence, Rhode Island, United States
| | - Ping Yang
- Mayo Clinic, Scottsdale, Arizona, United States
| | - Hua Xu
- Yale University, New Haven, Connecticut, United States
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133
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Battaglin F, Ou FS, Qu X, Hochster HS, Niedzwiecki D, Goldberg RM, Mayer RJ, Ashouri K, Zemla TJ, Blanke CD, Venook AP, Kabbarah O, Lenz HJ, Innocenti F. HER2 Gene Expression Levels Are Predictive and Prognostic in Patients With Metastatic Colorectal Cancer Enrolled in CALGB/SWOG 80405. J Clin Oncol 2024; 42:1890-1902. [PMID: 38457761 PMCID: PMC11240881 DOI: 10.1200/jco.23.01507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Revised: 12/18/2023] [Accepted: 01/04/2024] [Indexed: 03/10/2024] Open
Abstract
PURPOSE The phase III Cancer and Leukemia Group B (CALGB)/SWOG 80405 trial found no difference in overall survival (OS) in patients with metastatic colorectal cancer receiving first-line chemotherapy in combination with either bevacizumab or cetuximab. We investigated the potential prognostic and predictive value of HER2 amplification and gene expression using next-generation sequencing (NGS) and NanoString data. PATIENTS AND METHODS Primary tumor DNA from 559 patients was profiled for HER2 amplification by NGS (FoundationOne CDx). Tumor tissue from 925 patients was tested for NanoString gene expression using an 800-gene panel. OS and progression-free survival (PFS) were the time-to-event end points. RESULTS High HER2 expression (dichotomized at median) was associated with longer PFS (11.6 v 10 months, P = .012) and OS (32 v 25.3 months, P = .033), independent of treatment. An OS benefit for cetuximab versus bevacizumab was observed in the high HER2 expression group (P = .02), whereas a worse PFS for cetuximab was seen in the low-expression group (P = .019). When modeled as a continuous variable, increased HER2 expression was associated with longer OS (hazard ratio [HR], 0.83 [95% CI, 0.75 to 0.93]; adjusted P = .0007) and PFS (HR, 0.82 [95% CI, 0.74 to 0.91]; adjusted P = .0002), reaching a plateau effect after the median. In patients with HER2 expression lower than median, treatment with cetuximab was associated with worse PFS (HR, 1.38 [95% CI, 1.12 to 1.71]; adjusted P = .0027) and OS (HR, 1.28 [95% CI, 1.02 to 1.59]; adjusted P = .03) compared with that with bevacizumab. A significant interaction between HER2 expression and the treatment arm was observed for OS (Pintx = .017), PFS (Pintx = .048), and objective response rate (Pintx = .001). CONCLUSION HER2 gene expression was prognostic and predictive in CALGB/SWOG 80405. HER2 tumor expression may inform treatment selection for patients with low HER2 favoring bevacizumab- versus cetuximab-based therapies.
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Affiliation(s)
- Francesca Battaglin
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA
| | - Fang-Shu Ou
- Alliance Statistics and Data Management Center, Mayo Clinic, Rochester, MN
| | | | | | | | | | | | - Karam Ashouri
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA
| | - Tyler J. Zemla
- Alliance Statistics and Data Management Center, Mayo Clinic, Rochester, MN
| | | | - Alan P. Venook
- University of California, San Francisco, San Francisco, CA
| | | | - Heinz-Josef Lenz
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA
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134
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Liu F, Farris MK, Ververs JD, Hughes RT, Munley MT. Histology-driven hypofractionated radiation therapy schemes for early-stage lung adenocarcinoma and squamous cell carcinoma. Radiother Oncol 2024; 195:110257. [PMID: 38548113 PMCID: PMC11098686 DOI: 10.1016/j.radonc.2024.110257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 03/06/2024] [Accepted: 03/21/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND AND PURPOSE Histology was found to be an important prognostic factor for local tumor control probability (TCP) after stereotactic body radiotherapy (SBRT) of early-stage non-small-cell lung cancer (NSCLC). A histology-driven SBRT approach has not been explored in routine clinical practice and histology-dependent fractionation schemes remain unknown. Here, we analyzed pooled histologic TCP data as a function of biologically effective dose (BED) to determine histology-driven fractionation schemes for SBRT and hypofractionated radiotherapy of two predominant early-stage NSCLC histologic subtypes adenocarcinoma (ADC) and squamous cell carcinoma (SCC). MATERIAL AND METHODS The least-χ2 method was used to fit the collected histologic TCP data of 8510 early-stage NSCLC patients to determine parameters for a well-developed radiobiological model per the Hypofractionated Treatment Effects in the Clinic (HyTEC) initiative. RESULTS A fit to the histologic TCP data yielded independent radiobiological parameter sets for radiotherapy of early-stage lung ADC and SCC. TCP increases steeply with BED and reaches an asymptotic maximal plateau, allowing us to determine model-independent optimal fractionation schemes of least doses in 1-30 fractions to achieve maximal tumor control for early-stage lung ADC and SCC, e.g., 30, 44, 48, and 51 Gy for ADC, and 32, 48, 54, and 58 Gy for SCC in 1, 3, 4, and 5 fractions, respectively. CONCLUSION We presented the first determination of histology-dependent radiobiological parameters and model-independent histology-driven optimal SBRT and hypofractionated radiation therapy schemes for early-stage lung ADC and SCC. SCC requires substantially higher radiation doses to maximize tumor control than ADC, plausibly attributed to tumor genetic diversity and microenvironment. The determined optimal SBRT schemes agree well with clinical practice for early-stage lung ADC. These proposed optimal fractionation schemes provide first insights for histology-based personalized radiotherapy of two predominant early-stage NSCLC subtypes ADC and SCC, which require further validation with large-scale histologic TCP data.
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Affiliation(s)
- Feng Liu
- Department of Radiation Oncology, Wake Forest University School of Medicine and Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC 27157, USA.
| | - Michael K Farris
- Department of Radiation Oncology, Wake Forest University School of Medicine and Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC 27157, USA
| | - James D Ververs
- Department of Radiation Oncology, Wake Forest University School of Medicine and Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC 27157, USA
| | - Ryan T Hughes
- Department of Radiation Oncology, Wake Forest University School of Medicine and Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC 27157, USA
| | - Michael T Munley
- Department of Radiation Oncology, Wake Forest University School of Medicine and Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC 27157, USA
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135
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Moein A, Jin JY, Wright MR, Alicke B, Wong H. Retrospective Assessment of Translational Pharmacokinetic-Pharmacodynamic Modeling Performance: A Case Study with Apitolisib, a Dual PI3K/mTOR Inhibitor. Drugs R D 2024; 24:155-167. [PMID: 38700808 PMCID: PMC11315854 DOI: 10.1007/s40268-024-00459-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/07/2024] [Indexed: 08/10/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Despite significant progress in biomedical research, the rate of success in oncology drug development remains inferior to that of other therapeutic fields. Mechanistic models provide comprehensive understanding of the therapeutic effects of drugs, which is crucial for designing effective clinical trials. This study was performed to acquire a better understanding of PI3K-AKT-TOR pathway modulation and preclinical to clinical translational bridging for a specific compound, apitolisib (PI3K/mTOR inhibitor), by developing integrated mechanistic models. METHODS Integrated pharmacokinetic (PK)-pharmacodynamic (PD)-efficacy models were developed for xenografts bearing human renal cell adenocarcinoma and for patients with solid tumors (phase 1 studies) to characterize relationships between exposure of apitolisib, modulation of the phosphorylated Akt (pAkt) biomarker triggered by inhibition of the PI3K-AKT-mTOR pathway, and tumor response. RESULTS Both clinical and preclinical integrated models show a steep sigmoid curve linking pAkt inhibition to tumor growth inhibition and quantified that a minimum of 35-45% pAkt modulation is required for tumor shrinkage in patients, based on platelet-rich plasma surrogate matrix and in xenografts based on tumor tissue matrix. Based on this relationship between targeted pAkt modulation and tumor shrinkage rate, it appeared that a constant pAkt inhibition of 61% and 65%, respectively, would be necessary to achieve tumor stasis in xenografts and patients. CONCLUSIONS These results help when it comes to evaluating the translatability of the preclinical analysis to the clinical target, and provide information that will enhance the value of future preclinical translational dose-finding and dose-optimization studies to accelerate clinical drug development. TRIAL REGISTRY ClinicalTrials.gov NCT00854152 and NCT00854126.
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Affiliation(s)
- Anita Moein
- Faculty of Pharmaceutical Sciences, University of British Columbia, Office 5505, Pharmaceutical Sciences Building, Vancouver, BC, Canada
- Genentech, Inc., South San Francisco, CA, USA
| | - Jin Y Jin
- Genentech, Inc., South San Francisco, CA, USA
| | | | | | - Harvey Wong
- Faculty of Pharmaceutical Sciences, University of British Columbia, Office 5505, Pharmaceutical Sciences Building, Vancouver, BC, Canada.
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Roeland EJ, Fintelmann FJ, Hilton F, Yang R, Whalen E, Tarasenko L, Calle RA, Bonomi PD. The relationship between weight gain during chemotherapy and outcomes in patients with advanced non-small cell lung cancer. J Cachexia Sarcopenia Muscle 2024; 15:1030-1040. [PMID: 38468440 PMCID: PMC11154746 DOI: 10.1002/jcsm.13426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 11/21/2023] [Accepted: 12/15/2023] [Indexed: 03/13/2024] Open
Abstract
BACKGROUND This post hoc, pooled analysis examined the relationship between different weight gain categories and overall survival (OS) in patients with non-small cell lung cancer (NSCLC) receiving first-line platinum-based chemotherapy. METHODS Data were pooled from the control arms of three phase III clinical studies (NCT00596830, NCT00254891, and NCT00254904), and the maximum weight gain in the first 3 months from treatment initiation was categorised as >0%, >2.5%, and >5.0%. Cox proportional hazard modelling of OS was used to estimate hazard ratios (HRs) for each category, including baseline covariates, time to weight gain, and time to confirmed objective response (RECIST Version 1.0). RESULTS Of 1030 patients with advanced NSCLC (IIIB 11.5% and IV 88.5%), 453 (44.0%), 252 (24.5%), and 120 (11.7%) experienced weight gain from baseline of >0%, >2.5%, and >5.0%, respectively. The median time to weight gain was 23 (>0%), 43 (>2.5%), and 45 (>5.0%) days. After adjusting for a time-dependent confirmed objective response, the risk of death was reduced for patients with any weight gain (>0% vs. ≤0% [HR 0.71; 95% confidence interval-CI 0.61, 0.82], >2.5% vs. ≤2.5% [HR 0.76; 95% CI 0.64, 0.91] and >5.0% vs. ≤5.0% [HR 0.77; 95% CI 0.60, 0.99]). The median OS was 13.5 versus 8.6 months (weight gain >0% vs. ≤0%), 14.4 versus 9.4 months (weight gain >2.5% vs. ≤2.5%), and 13.4 versus 10.2 months (weight gain >5.0% vs. ≤5.0%). CONCLUSIONS Weight gain during treatment was associated with a reduced risk of death, independent of tumour response. The survival benefit was comparable for weight gain >0%, >2.5%, and >5.0%, suggesting that any weight gain may be an early predictor of survival with implications for the design of interventional cancer cachexia studies.
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Affiliation(s)
- Eric J. Roeland
- Knight Cancer InstituteOregon Health and Science UniversityPortlandORUSA
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Leong WL. From RECIST to PERCIST: navigating the landscape of tumor response assessment. Eur Radiol 2024; 34:3656-3658. [PMID: 37955672 DOI: 10.1007/s00330-023-10435-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 09/16/2023] [Accepted: 09/20/2023] [Indexed: 11/14/2023]
Affiliation(s)
- Wai Ling Leong
- Department of Biomedical Imaging, Faculty of Medicine, University Malaya Research Imaging Centre, Universiti Malaya, 50603, Kuala Lumpur, Malaysia.
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Giordano G, Milella M, Landriscina M, Bergamo F, Tirino G, Santaniello A, Zaniboni A, Vasile E, De Vita F, Re GL, Vaccaro V, Giommoni E, Natale D, Conca R, Santini D, Maiorino L, Sanna G, Ricci V, Iop A, Montesarchio V, Procaccio L, Noventa S, Bianco R, Febbraro A, Lonardi S, Tortora G, Sperduti I, Melisi D. Prognostic analysis and outcomes of metastatic pancreatic cancer patients receiving nab-paclitaxel plus gemcitabine as second or later-line treatment. Cancer Med 2024; 13:e7345. [PMID: 38924262 PMCID: PMC11199338 DOI: 10.1002/cam4.7345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 05/11/2024] [Accepted: 05/18/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND Pancreatic cancer (PC) first-line therapy often consists of polychemotherapy regimens, but choosing a second-line therapy after disease progression, especially following first-line FOLFIRINOX, remains a clinical challenge. This study presents results from a large, multicenter, retrospective analysis of Italian patients with metastatic PC (mPC) treated with Nab-paclitaxel/Gemcitabine (AG) as second or later line of treatment. Main objective of the study is to identify prognostic factors that could inform treatment decisions. METHODS The study included 160 mPC patients treated with AG in 17 Italian institutions. AG was administered according to labelling dose, until disease progression, unacceptable toxicity or patient refusal. Variations in schedules, dose modifications, supportive measures, and response evaluation were determined by individual clinicians' practice. RESULTS AG was well-tolerated and exhibited promising clinical activity. The overall response rate (ORR) and the disease control rate (DCR) were 22.5% and 45.6%, respectively. Median progression-free survival (PFS) and overall survival (OS) were 3.9 and 6.8 months, respectively. Among the patients who received AG as a second-line therapy (n = 111, 66.9%), median PFS and OS were 4.2 and 7.4 months, respectively. Notably, in the 76 patients (68%) receiving AG after first-line FOLFIRINOX, an ORR of 19.7% and a DCR of 46.0% were observed, resulting in a median PFS of 3.5 and median OS of 5.7 months. The study identified specific clinical or laboratory parameters (LDH, NLR, fasting serum glucose, liver metastases, ECOG PS, and first-line PFS) as independent prognostic factors at multivariate level. These factors were used to create a prognostic nomogram that divided patients into three risk classes, helping to predict second-line OS and PFS. CONCLUSIONS This study represents the largest real-world population of mPC patients treated with AG as a second or later line of therapy. It supports the feasibility of this regimen following first-line FOLFIRINOX, particularly in patients with specific clinical and laboratory characteristics who derived prolonged benefit from first-line therapy.
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Affiliation(s)
- Guido Giordano
- Unit of Medical Oncology and Biomolecular Therapy, Department of Medical and Surgical SciencesUniversity of FoggiaFoggiaItaly
| | - Michele Milella
- Section of Oncology, Department of MedicineUniversity of Verona School of Medicine and Verona University Hospital TrustVeronaItaly
| | - Matteo Landriscina
- Unit of Medical Oncology and Biomolecular Therapy, Department of Medical and Surgical SciencesUniversity of FoggiaFoggiaItaly
| | | | - Giuseppe Tirino
- Unit of Medical Oncology, Sacro Cuore di Gesu'—Fatebenefratelli HospitalBeneventoItaly
| | - Antonio Santaniello
- Department of Clinical Medicine and SurgeryUniversity of Naples "Federico II"NaplesItaly
| | | | - Enrico Vasile
- Unit of Medical Oncology 2Azienda Ospedaliero‐Universitaria PisanaPisaItaly
| | - Ferdinando De Vita
- Division of Medical Oncology, Department of Precision MedicineUniversity of Campania "L. Vanvitelli"NaplesItaly
| | - Giovanni Lo Re
- Medical Oncology and Immune‐Related TumorsCentro di Riferimento Oncologico di Aviano (CRO), IRCCSAvianoItaly
| | - Vanja Vaccaro
- Medical Oncology 1IRCCS Regina Elena National Cancer InstituteRomeItaly
| | - Elisa Giommoni
- Medical Oncology UnitCareggi University HospitalFlorenceItaly
| | | | - Raffaele Conca
- Division of Medical Oncology, Department of Onco‐HematologyIRCCS‐CROB, Referral Cancer Center of BasilicataRionero in VultureItaly
| | - Daniele Santini
- Medical Oncology AUniversity of Rome, Policlinico Umberto I, "La SapienzaRomeItaly
| | | | - Gianni Sanna
- Medical OncologyIstituto Ospedaliero dell'Università di SassariSassariItaly
| | - Vincenzo Ricci
- Medical Oncology UnitAzienda Ospedaliera di Rilievo Nazionale ‘San Pio’BeneventoItaly
| | - Aldo Iop
- Department of OncologyAzienda Sanitaria Universitaria Giuliano Isontina (ASUGI)TriesteItaly
| | | | | | - Silvia Noventa
- Medical Oncology UnitFondazione PoliambulanzaBresciaItaly
| | - Roberto Bianco
- Department of Clinical Medicine and SurgeryUniversity of Naples "Federico II"NaplesItaly
| | - Antonio Febbraro
- Unit of Medical Oncology, Sacro Cuore di Gesu'—Fatebenefratelli HospitalBeneventoItaly
| | - Sara Lonardi
- Department of OncologyVeneto Institute of Oncology IRCCSPadovaItaly
| | - Giampaolo Tortora
- Oncologia MedicaFondazione Policlinico Universitario Gemelli IRCCSRomeItaly
- Oncologia MedicaUniversità Cattolica del Sacro CuoreRomeItaly
| | - Isabella Sperduti
- Biostatistical UnitIRCCS Regina Elena National Cancer Institute, Istituti Fisioterapici OspitalieriRomeItaly
| | - Davide Melisi
- Section of Oncology, Department of MedicineUniversity of Verona School of Medicine and Verona University Hospital TrustVeronaItaly
- Investigational Cancer Therapeutics Clinical UnitAzienda Ospedaliera Universitaria IntegrataVeronaItaly
- Digestive Molecular Clinical Oncology Research UnitUniversity of VeronaVeronaItaly
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Yoneda A, Shichino H, Hishiki T, Matsumoto K, Ohira M, Kamijo T, Kuroda T, Soejima T, Nakazawa A, Takimoto T, Yokota I, Teramukai S, Takahashi H, Fukushima T, Hara J, Kaneko M, Ikeda H, Tajiri T, Mugishima H, Nakagawara A. A nationwide phase II study of delayed local treatment for children with high-risk neuroblastoma: The Japan Children's Cancer Group Neuroblastoma Committee Trial JN-H-11. Pediatr Blood Cancer 2024; 71:e30976. [PMID: 38577760 DOI: 10.1002/pbc.30976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 01/15/2024] [Accepted: 02/13/2024] [Indexed: 04/06/2024]
Abstract
PURPOSE Survival rates of patients with high-risk neuroblastoma are unacceptable. A time-intensified treatment strategy with delayed local treatment to control systemic diseases has been developed in Japan. We conducted a nationwide, prospective, single-arm clinical trial with delayed local treatment. This study evaluated the safety and efficacy of delayed surgery to increase treatment intensity. PATIENTS AND METHODS Seventy-five patients with high-risk neuroblastoma were enrolled in this study between May 2011 and September 2015. Delayed local treatment consisted of five courses of induction chemotherapy (cisplatin, pirarubicin, vincristine, and cyclophosphamide) and myeloablative high-dose chemotherapy (melphalan, etoposide, and carboplatin), followed by local tumor extirpation with surgery and irradiation. The primary endpoint was progression-free survival (PFS). The secondary endpoints were overall survival (OS), response rate, adverse events, and surgical complications. RESULTS Seventy-five patients were enrolled, and 64 were evaluable (stage 3, n = 8; stage 4, n = 56). The estimated 3-year PFS and OS rates (95% confidence interval [CI]) were 44.4% [31.8%-56.3%] and 80.7% [68.5%-88.5%], resspectively. The response rate of INRC after completion of the treatment protocol was 66% (42/64; 95% CI: 53%-77%; 23 CR [complete response], 10 VGPR [very good partial response], and nine PR [partial response]). None of the patients died during the protocol treatment or within 30 days of completion. Grade 4 adverse effects, excluding hematological adverse effects, occurred in 48% of patients [31/64; 95% CI: 36%-61%]. Major Surgical complications were observed in 25% of patients [13/51; 95% CI: 14%-40%]. CONCLUSION This study indicates that delayed local treatment is feasible and shows promising efficacy, suggesting that this treatment should be considered further in a comparative study of high-risk neuroblastoma.
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Affiliation(s)
- Akihiro Yoneda
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Surgery, Surgical Oncology, Children's Cancer Center, National Center for Child Health and Development, Tokyo, Japan
- Pediatric Surgical Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Hiroyuki Shichino
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Pediatrics, National Center for Global Health and Medicine, Tokyo, Japan
| | - Tomoro Hishiki
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Pediatric Surgery, Chiba University, Chiba, Japan
| | - Kimikazu Matsumoto
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Children's Cancer Center, National Center for Child Health and Development, Tokyo, Japan
| | - Miki Ohira
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Research Institute for Clinical Oncology, Saitama Cancer Center, Saitama, Japan
| | - Takehiko Kamijo
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Research Institute for Clinical Oncology, Saitama Cancer Center, Saitama, Japan
| | - Tatsuo Kuroda
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Pediatric Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Toshinori Soejima
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Kobe Proton Center, Kobe, Japan
| | - Atsuko Nakazawa
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Clinical Research, Saitama Children's Medical Center, Saitama, Japan
| | - Tetsuya Takimoto
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Clinical Epidemiology Research Center for Pediatric Cancer, National Center for Child Health and Development, Tokyo, Japan
| | - Isao Yokota
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Biostatistics, Graduate School of Medicine, Hokkaido University, Hokkaido, Japan
| | - Satoshi Teramukai
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Biostatistics, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Hideto Takahashi
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- National Institute of Public Health, Saitama, Japan
| | - Takashi Fukushima
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Department of Pediatric Hematology and Oncology, Saitama Medical University International Medical Center, Saitama, Japan
| | - Junichi Hara
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Pediatric Hematology and Oncology, Osaka City General Hospital, Osaka, Japan
| | - Michio Kaneko
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Ibaraki Prefectural Association of Health Evaluation and Promotion, Mito, Japan
| | - Hitoshi Ikeda
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Pediatric Surgery, Dokkyo Medical University Koshigaya Hospital, Koshigaya, Japan
| | - Tatsuro Tajiri
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Pediatric Surgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Hideo Mugishima
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- Booth Memorial Aged Care Center GRACE, Tokyo, Japan
| | - Akira Nakagawara
- The Japan Children's Cancer Group (JCCG) Neuroblastoma Committee (JNBSG), Nagoya, Japan
- SAGA Heavy Ion Medical Accelerator in Tosu, Tosu, Japan
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Amniouel S, Yalamanchili K, Sankararaman S, Jafri MS. Evaluating Ovarian Cancer Chemotherapy Response Using Gene Expression Data and Machine Learning. BIOMEDINFORMATICS 2024; 4:1396-1424. [PMID: 39149564 PMCID: PMC11326537 DOI: 10.3390/biomedinformatics4020077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 08/17/2024]
Abstract
Background Ovarian cancer (OC) is the most lethal gynecological cancer in the United States. Among the different types of OC, serous ovarian cancer (SOC) stands out as the most prevalent. Transcriptomics techniques generate extensive gene expression data, yet only a few of these genes are relevant to clinical diagnosis. Methods Methods for feature selection (FS) address the challenges of high dimensionality in extensive datasets. This study proposes a computational framework that applies FS techniques to identify genes highly associated with platinum-based chemotherapy response on SOC patients. Using SOC datasets from the Gene Expression Omnibus (GEO) database, LASSO and varSelRF FS methods were employed. Machine learning classification algorithms such as random forest (RF) and support vector machine (SVM) were also used to evaluate the performance of the models. Results The proposed framework has identified biomarkers panels with 9 and 10 genes that are highly correlated with platinum-paclitaxel and platinum-only response in SOC patients, respectively. The predictive models have been trained using the identified gene signatures and accuracy of above 90% was achieved. Conclusions In this study, we propose that applying multiple feature selection methods not only effectively reduces the number of identified biomarkers, enhancing their biological relevance, but also corroborates the efficacy of drug response prediction models in cancer treatment.
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Affiliation(s)
- Soukaina Amniouel
- School of System Biology, George Mason University, Fairfax, VA 22030, USA
| | - Keertana Yalamanchili
- School of System Biology, George Mason University, Fairfax, VA 22030, USA
- School of Engineering, Brown University, Providence, RI 02912, USA
| | - Sreenidhi Sankararaman
- School of System Biology, George Mason University, Fairfax, VA 22030, USA
- Department of Biomedical Engineering, The John Hopkins University, Baltimore, MD 21218, USA
| | - Mohsin Saleet Jafri
- School of System Biology, George Mason University, Fairfax, VA 22030, USA
- Center for Biomedical Engineering and Technology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
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Bhattacharya A, Dasgupta AK. Multifaceted perspectives of detecting and targeting solid tumors. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2024; 389:1-66. [PMID: 39396844 DOI: 10.1016/bs.ircmb.2024.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/15/2024]
Abstract
Solid tumors are the most prevalent form of cancer. Considerable technological and medical advancements had been achieved for the diagnosis of the disease. However, detection of the disease in an early stage is of utmost importance, still far from reality. On the contrary, the treatment and therapeutic area to combat solid tumors are still in its infancy. Conventional treatments like chemotherapy and radiation therapy pose challenges due to their indiscriminate impact on healthy and cancerous cells. Contextually, efficient drug targeting is a pivotal approach in solid tumor treatment. This involves the precise delivery of drugs to cancer cells while minimizing harm to healthy cells. Targeted drugs exhibit superior efficacy in eradicating cancer cells while impeding tumor growth and mitigate side effects by optimizing absorption which further diminishes the risk of resistance. Furthermore, tailoring targeted therapies to a patient's tumor-specific molecular profile augments treatment efficacy and reduces the likelihood of relapse. This chapter discuss about the distinctive characteristics of solid tumors, the possibility of early detection of the disease and potential therapeutic angle beyond the conventional approaches. Additionally, the chapter delves into a hitherto unknown attribute of magnetic field effect to target cancer cells which exploit the relatively less susceptibility of normal cells compared to cancer cells to magnetic fields, suggesting a future potential of magnetic nanoparticles for selective cancer cell destruction. Lastly, bioinformatics tools and other unconventional methodologies such as AI-assisted codon bias analysis have a crucial role in comprehending tumor biology, aiding in the identification of futuristic targeted therapies.
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Affiliation(s)
- Abhishek Bhattacharya
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, United States
| | - Anjan Kr Dasgupta
- Department of Biochemistry, University of Calcutta, Kolkata, West Bengal, India.
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Magbanua MJM, Li W, van ’t Veer LJ. Integrating Imaging and Circulating Tumor DNA Features for Predicting Patient Outcomes. Cancers (Basel) 2024; 16:1879. [PMID: 38791958 PMCID: PMC11120531 DOI: 10.3390/cancers16101879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 05/06/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024] Open
Abstract
Biomarkers for evaluating tumor response to therapy and estimating the risk of disease relapse represent tremendous areas of clinical need. To evaluate treatment efficacy, tumor response is routinely assessed using different imaging modalities like positron emission tomography/computed tomography or magnetic resonance imaging. More recently, the development of circulating tumor DNA detection assays has provided a minimally invasive approach to evaluate tumor response and prognosis through a blood test (liquid biopsy). Integrating imaging- and circulating tumor DNA-based biomarkers may lead to improvements in the prediction of patient outcomes. For this mini-review, we searched the scientific literature to find original articles that combined quantitative imaging and circulating tumor DNA biomarkers to build prediction models. Seven studies reported building prognostic models to predict distant recurrence-free, progression-free, or overall survival. Three discussed building models to predict treatment response using tumor volume, pathologic complete response, or objective response as endpoints. The limited number of articles and the modest cohort sizes reported in these studies attest to the infancy of this field of study. Nonetheless, these studies demonstrate the feasibility of developing multivariable response-predictive and prognostic models using regression and machine learning approaches. Larger studies are warranted to facilitate the building of highly accurate response-predictive and prognostic models that are generalizable to other datasets and clinical settings.
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Affiliation(s)
- Mark Jesus M. Magbanua
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94115, USA;
| | - Wen Li
- Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA 94115, USA;
| | - Laura J. van ’t Veer
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94115, USA;
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Sur D, Coroama CI, Audisio A, Fazio R, Coroama M, Lungulescu CV. Clinical Outcome of Colorectal Cancer Patients with Concomitant Hypertension: A Systematic Review and Meta-Analysis. J Pers Med 2024; 14:520. [PMID: 38793102 PMCID: PMC11122181 DOI: 10.3390/jpm14050520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2024] [Revised: 05/08/2024] [Accepted: 05/11/2024] [Indexed: 05/26/2024] Open
Abstract
BACKGROUND Arterial hypertension is regarded as a possible biomarker of treatment efficacy in colorectal cancer. Also, extended anti-angiogenic use in the metastatic treatment of the colorectal neoplasm may result in elevated blood pressure. We carried out a systematic review and meta-analysis to assess the clinical outcome of colorectal cancer patients with concomitant hypertension (HTN). METHODS We conducted a systematic search on Embase, Web of Science, Scopus, PubMed (Medline), the Cochrane Library, and CINAHL from inception until October 2023 for articles that addressed the relationship between HTN and progressive free survival (PFS), overall survival (OS), and overall response rate (ORR) for the first and second line of systemic therapy in patients with metastatic colorectal cancer. RESULTS Eligibility criteria were met by 16 articles out of 802 screened studies. Pooled analysis showed that HTN was associated with significantly improved PFS (HR: 0.507, 95% CI: 0.460-0.558, p ≤ 0.001) and OS (HR: 0.677, 95% CI: 0.592-0.774, p ≤ 0.001) in patients with metastatic colorectal cancer. In addition, the pooled RR of HTN for the ORR (RR: 1.28, 95% CI: 1.108-1.495, p = 0.001) suggests that HTN could be a predictive factor of ORR in patients with metastatic colorectal cancer. CONCLUSIONS Elevated blood pressure is associated with better clinical outcomes in patients with metastatic colorectal cancer.
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Affiliation(s)
- Daniel Sur
- Department of Medical Oncology, University of Medicine and Pharmacy “Iuliu Haţieganu”, 400012 Cluj-Napoca, Romania;
- Department of Medical Oncology, The Oncology Institute “Prof. Dr. Ion Chiricuţă”, 400015 Cluj-Napoca, Romania
| | - Constantin Ionut Coroama
- Department of Medical Oncology, The Oncology Institute “Prof. Dr. Ion Chiricuţă”, 400015 Cluj-Napoca, Romania
| | - Alessandro Audisio
- Department of Digestive Oncology, Institute Jules Bordet, The Brussels University Hospital, 1070 Brussels, Belgium; (A.A.); (R.F.)
| | - Roberta Fazio
- Department of Digestive Oncology, Institute Jules Bordet, The Brussels University Hospital, 1070 Brussels, Belgium; (A.A.); (R.F.)
| | - Maria Coroama
- Department of Pathophysiology, Faculty of Medicine, “Iuliu Hațieganu” University of Medicine and Pharmacy, 4–6 Victor Babeş Street, 400012 Cluj-Napoca, Romania;
- Department of Cardiology, “Niculae Stancioiu” Heart Institute, 400001 Cluj-Napoca, Romania
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Jamshidi K, Toloue Ghamari B, Ammar W, Mirzaei A. Outcomes of ilium and iliosacral Ewing's sarcoma resection reconstructed with tibial strut allograft. Bone Jt Open 2024; 5:385-393. [PMID: 38736406 PMCID: PMC11089335 DOI: 10.1302/2633-1462.55.bjo-2024-0049.r1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/14/2024] Open
Abstract
Aims Ilium is the most common site of pelvic Ewing's sarcoma (ES). Resection of the ilium and iliosacral joint causes pelvic disruption. However, the outcomes of resection and reconstruction are not well described. In this study, we report patients' outcomes after resection of the ilium and iliosacral ES and reconstruction with a tibial strut allograft. Methods Medical files of 43 patients with ilium and iliosacral ES who underwent surgical resection and reconstruction with a tibial strut allograft between January 2010 and October 2021 were reviewed. The lesions were classified into four resection zones: I1, I2, I3, and I4, based on the extent of resection. Functional outcomes, oncological outcomes, and surgical complications for each resection zone were of interest. Functional outcomes were assessed using a Musculoskeletal Tumor Society (MSTS) score and Toronto Extremity Salvage Score (TESS). Results The mean age of the patients was 17 years (SD 9.1). At a mean follow-up of 70.8 months (SD 50), the mean functional outcomes were 24.2 points (SD 6.3) for MSTS and 81 points (SD 11) for TESS. The mean MSTS and TESS scores were associated with the iliac resection zone (< 0.001). Nine patients (20.9%) had local recurrence. The recurrence was not associated with the zone of iliac resection (p = 0.324). The two-year disease-free survival of the patients was 69.4%. The mean time to graft union was longer in patients with the I4 resection zone (p < 0.001). The complication rate was 34.9%, and nerve palsy (11.6%) was the most common. The rate of surgical complications was not associated with the resection zone. Conclusion Reconstruction using tibial strut allograft is an efficient procedure after the resection of the ilium and iliosacral ES. Functional outcomes and complications of iliac ES depend on the resection zone, and inferior outcomes could be generally expected when more segments of the pelvic ring are resected, even if it is reconstructed.
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Affiliation(s)
- Khodamorad Jamshidi
- Department of Orthopaedics, Bone and Joint Reconstruction Research Center, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Babak Toloue Ghamari
- Department of Orthopaedics, Bone and Joint Reconstruction Research Center, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Wael Ammar
- Department of Orthopaedics, Bone and Joint Reconstruction Research Center, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Alireza Mirzaei
- Department of Orthopaedics, Bone and Joint Reconstruction Research Center, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Department of Orthopaedic Surgery, University of Minnesota, Minneapolis, Minnesota, USA
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Kesireddy M, Elsayed L, Shostrom VK, Agarwal P, Asif S, Yellala A, Krishnamurthy J. Overall Survival and Prognostic Factors in Metastatic Triple-Negative Breast Cancer: A National Cancer Database Analysis. Cancers (Basel) 2024; 16:1791. [PMID: 38791870 PMCID: PMC11120599 DOI: 10.3390/cancers16101791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 05/06/2024] [Accepted: 05/06/2024] [Indexed: 05/26/2024] Open
Abstract
BACKGROUND Metastatic triple-negative breast cancer (TNBC) is aggressive with poor median overall survival (OS) ranging from 8 to 13 months. There exists considerable heterogeneity in survival at the individual patient level. To better understand the survival heterogeneity and improve risk stratification, our study aims to identify the factors influencing survival, utilizing a large patient sample from the National Cancer Database (NCDB). METHODS Women diagnosed with metastatic TNBC from 2010 to 2020 in the NCDB were included. Demographic, clinicopathological, and treatment data and overall survival (OS) outcomes were collected. Kaplan-Meier curves were used to estimate OS. The log-rank test was used to identify OS differences between groups for each variable in the univariate analysis. For the multivariate analysis, the Cox proportional hazard model with backward elimination was used to identify factors affecting OS. Adjusted hazard ratios and 95% confidence intervals are presented. RESULTS In this sample, 2273 women had a median overall survival of 13.6 months. Factors associated with statistically significantly worse OS included older age, higher comorbidity scores, specific histologies, higher number of metastatic sites, presence of liver or other site metastases in those with only one metastatic site (excluding brain metastases), presence of cranial and extra-cranial metastases, lack of chemotherapy, lack of immunotherapy, lack of surgery to distant sites, lack of radiation to distant sites, and receipt of palliative treatment to alleviate symptoms. In the multivariate analysis, comorbidity score, histology, number of metastatic sites, immunotherapy, and chemotherapy had a statistically significant effect on OS. CONCLUSIONS Through NCDB analysis, we have identified prognostic factors for metastatic TNBC. These findings will help individualize prognostication at diagnosis, optimize treatment strategies, and facilitate patient stratification in future clinical trials.
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Affiliation(s)
- Meghana Kesireddy
- Division of Hematology and Medical Oncology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA (J.K.)
| | - Lina Elsayed
- Division of Hematology and Medical Oncology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA (J.K.)
| | - Valerie K. Shostrom
- Department of Biostatistics, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Priyal Agarwal
- Division of Hematology and Medical Oncology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA (J.K.)
| | - Samia Asif
- Division of Hematology and Medical Oncology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA (J.K.)
| | - Amulya Yellala
- Division of Hematology and Medical Oncology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA (J.K.)
| | - Jairam Krishnamurthy
- Division of Hematology and Medical Oncology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA (J.K.)
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Uemura K, Kondo N, Sudo T, Sumiyoshi T, Shintakuya R, Okada K, Baba K, Harada T, Murakami Y, Takahashi S. Long-term outcomes of neoadjuvant gemcitabine, nab-paclitaxel, and S1 (GAS) in borderline resectable pancreatic cancer with arterial contact: Results from a phase II trial. JOURNAL OF HEPATO-BILIARY-PANCREATIC SCIENCES 2024; 31:351-362. [PMID: 38156372 DOI: 10.1002/jhbp.1412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 11/10/2023] [Accepted: 12/01/2023] [Indexed: 12/30/2023]
Abstract
BACKGROUND/PURPOSE This study reports the long-term results of a phase II trial evaluating the clinical efficacy of neoadjuvant gemcitabine, nab-paclitaxel, and S1 (GAS) in borderline resectable pancreatic cancer with arterial contact (BRPC-A). METHODS A multicenter, single-arm, phase II trial was conducted. Patients received six cycles of GAS and patients without progressive disease were intended for R0 resection. RESULTS Of the 47 patients, 45 (96%) underwent pancreatectomy. At the time of this analysis, all patients were updated with no loss to follow-up. A total of 30 patients died, while the remaining 17 patients were followed for a median of 68.1 months. The updated median overall survival (OS) was 41.0 months, with 2- and 5-year OS rates of 68.0% and 44.6%, respectively. Multivariate analysis in the preoperative model showed that a tumor diameter reduction rate ≥10% and a CA19-9 reduction rate ≥95% after neoadjuvant chemotherapy remained independently associated with favorable survival. In the postoperative multivariate model, no lymph node metastasis, no major surgical complications, and completion of adjuvant chemotherapy were independently associated with improved OS. CONCLUSIONS This long-term evaluation of the neoadjuvant GAS trial demonstrated the high efficacy of the regimen, suggesting that it is a promising treatment option for patients with BRPC-A.
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Affiliation(s)
- Kenichiro Uemura
- Department of Surgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Naru Kondo
- Department of Surgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Takeshi Sudo
- Department of Surgery, Kure Medical Center and Chugoku Cancer Center, Hiroshima, Japan
| | - Tatsuaki Sumiyoshi
- Department of Surgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Ryuta Shintakuya
- Department of Surgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Kenjiro Okada
- Department of Surgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Kenta Baba
- Department of Surgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Takumi Harada
- Department of Surgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Yoshiaki Murakami
- Department of Surgery, Hiroshima Memorial Hospital, Hiroshima, Japan
| | - Shinya Takahashi
- Department of Surgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
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Castagnoli F, Mencel J, Ap Dafydd D, Gough J, Drake B, Mcaddy NC, Withey SJ, Riddell AM, Koh DM, Shur JD. Response Evaluation Criteria in Gastrointestinal and Abdominal Cancers: Which to Use and How to Measure. Radiographics 2024; 44:e230047. [PMID: 38662587 DOI: 10.1148/rg.230047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
As the management of gastrointestinal malignancy has evolved, tumor response assessment has expanded from size-based assessments to those that include tumor enhancement, in addition to functional data such as those derived from PET and diffusion-weighted imaging. Accurate interpretation of tumor response therefore requires knowledge of imaging modalities used in gastrointestinal malignancy, anticancer therapies, and tumor biology. Targeted therapies such as immunotherapy pose additional considerations due to unique imaging response patterns and drug toxicity; as a consequence, immunotherapy response criteria have been developed. Some gastrointestinal malignancies require assessment with tumor-specific criteria when assessing response, often to guide clinical management (such as watchful waiting in rectal cancer or suitability for surgery in pancreatic cancer). Moreover, anatomic measurements can underestimate therapeutic response when applied to molecular-targeted therapies or locoregional therapies in hypervascular malignancies such as hepatocellular carcinoma. In these cases, responding tumors may exhibit morphologic changes including cystic degeneration, necrosis, and hemorrhage, often without significant reduction in size. Awareness of pitfalls when interpreting gastrointestinal tumor response is required to correctly interpret response assessment imaging and guide appropriate oncologic management. Data-driven image analyses such as radiomics have been investigated in a variety of gastrointestinal tumors, such as identifying those more likely to respond to therapy or recur, with the aim of delivering precision medicine. Multimedia-enhanced radiology reports can facilitate communication of gastrointestinal tumor response by automatically embedding response categories, key data, and representative images. ©RSNA, 2024 Test Your Knowledge questions for this article are available in the supplemental material.
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Affiliation(s)
- Francesca Castagnoli
- From the Departments of Radiology (F.C., D.a.D., N.C.M., S.J.W., A.M.R., D.M.K., J.D.S.), Oncology (J.M.), Radiotherapy (J.G.), and Nuclear Medicine (B.D.), Royal Marsden Hospital, Downs Road, Sutton SM2 5PT, UK; and Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK (F.C., D.M.K.)
| | - Justin Mencel
- From the Departments of Radiology (F.C., D.a.D., N.C.M., S.J.W., A.M.R., D.M.K., J.D.S.), Oncology (J.M.), Radiotherapy (J.G.), and Nuclear Medicine (B.D.), Royal Marsden Hospital, Downs Road, Sutton SM2 5PT, UK; and Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK (F.C., D.M.K.)
| | - Derfel Ap Dafydd
- From the Departments of Radiology (F.C., D.a.D., N.C.M., S.J.W., A.M.R., D.M.K., J.D.S.), Oncology (J.M.), Radiotherapy (J.G.), and Nuclear Medicine (B.D.), Royal Marsden Hospital, Downs Road, Sutton SM2 5PT, UK; and Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK (F.C., D.M.K.)
| | - Jessica Gough
- From the Departments of Radiology (F.C., D.a.D., N.C.M., S.J.W., A.M.R., D.M.K., J.D.S.), Oncology (J.M.), Radiotherapy (J.G.), and Nuclear Medicine (B.D.), Royal Marsden Hospital, Downs Road, Sutton SM2 5PT, UK; and Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK (F.C., D.M.K.)
| | - Brent Drake
- From the Departments of Radiology (F.C., D.a.D., N.C.M., S.J.W., A.M.R., D.M.K., J.D.S.), Oncology (J.M.), Radiotherapy (J.G.), and Nuclear Medicine (B.D.), Royal Marsden Hospital, Downs Road, Sutton SM2 5PT, UK; and Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK (F.C., D.M.K.)
| | - Naami Charlotte Mcaddy
- From the Departments of Radiology (F.C., D.a.D., N.C.M., S.J.W., A.M.R., D.M.K., J.D.S.), Oncology (J.M.), Radiotherapy (J.G.), and Nuclear Medicine (B.D.), Royal Marsden Hospital, Downs Road, Sutton SM2 5PT, UK; and Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK (F.C., D.M.K.)
| | - Samuel Joseph Withey
- From the Departments of Radiology (F.C., D.a.D., N.C.M., S.J.W., A.M.R., D.M.K., J.D.S.), Oncology (J.M.), Radiotherapy (J.G.), and Nuclear Medicine (B.D.), Royal Marsden Hospital, Downs Road, Sutton SM2 5PT, UK; and Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK (F.C., D.M.K.)
| | - Angela Mary Riddell
- From the Departments of Radiology (F.C., D.a.D., N.C.M., S.J.W., A.M.R., D.M.K., J.D.S.), Oncology (J.M.), Radiotherapy (J.G.), and Nuclear Medicine (B.D.), Royal Marsden Hospital, Downs Road, Sutton SM2 5PT, UK; and Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK (F.C., D.M.K.)
| | - Dow-Mu Koh
- From the Departments of Radiology (F.C., D.a.D., N.C.M., S.J.W., A.M.R., D.M.K., J.D.S.), Oncology (J.M.), Radiotherapy (J.G.), and Nuclear Medicine (B.D.), Royal Marsden Hospital, Downs Road, Sutton SM2 5PT, UK; and Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK (F.C., D.M.K.)
| | - Joshua David Shur
- From the Departments of Radiology (F.C., D.a.D., N.C.M., S.J.W., A.M.R., D.M.K., J.D.S.), Oncology (J.M.), Radiotherapy (J.G.), and Nuclear Medicine (B.D.), Royal Marsden Hospital, Downs Road, Sutton SM2 5PT, UK; and Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK (F.C., D.M.K.)
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Liu F, Brown DR, Munley MT. Optimal hypofractionated radiation therapy schemes for early-stage hepatocellular carcinoma. Radiother Oncol 2024; 194:110223. [PMID: 38467342 DOI: 10.1016/j.radonc.2024.110223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 02/29/2024] [Accepted: 03/06/2024] [Indexed: 03/13/2024]
Abstract
PURPOSE Stereotactic body radiation therapy (SBRT) has been emerging as an efficacious and safe treatment modality for early-stage hepatocellular carcinoma (HCC), but optimal fractionation regimens are unknown. This study aims to analyze published clinical tumor control probability (TCP) data as a function of biologically effective dose (BED) and to determine radiobiological parameters and optimal fractionation schemes for SBRT and hypofractionated radiation therapy of early-stage HCC. MATERIAL AND METHODS Clinical 1- to 5-year TCP data of 4313 patients from 41 published papers were collected for hypofractionated radiation therapy at 2.5-4.5 Gy/fraction and SBRT of early-stage HCC. BED was calculated at isocenter using three representative radiobiological models developed per the Hypofractionated Treatment Effects in the Clinic (HyTEC) initiative. Radiobiological parameters were determined from a fit to the TCP data using the least χ2 method with one set of model parameters regardless of tumor stages or Child-Pugh scores A and B. RESULTS The fits to the clinical TCP data for SBRT of early-stage HCC found consistent α/β ratios of about 14 Gy for all three radiobiological models. TCP increases sharply with BED and reaches an asymptotic maximal plateau, which results in optimal fractionation schemes of least doses to achieve asymptotic maximal tumor control for SBRT and hypofractionated radiation therapy of early-stage HCC that are found to be model-independent. CONCLUSION From the fits to the clinical TCP data, we presented the first determination of radiobiological parameters and model-independent optimal fractionation regimens in 1-20 fractions to achieve maximal tumor control whenever safe for SBRT and hypofractionated radiation therapy of early-stage HCC. The determined optimal fractionation schemes agree well with clinical practice for SBRT of early-stage HCC. However, most existing hypofractionated radiation therapy schemes of 3-5 Gy/fraction are not optimal, higher doses are required to maximize tumor control, further validation of these findings is essential with clinical TCP data.
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Affiliation(s)
- Feng Liu
- Department of Radiation Oncology, Wake Forest University School of Medicine and Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC 27157, USA.
| | - Doris R Brown
- Department of Radiation Oncology, Wake Forest University School of Medicine and Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC 27157, USA
| | - Michael T Munley
- Department of Radiation Oncology, Wake Forest University School of Medicine and Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC 27157, USA
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Meagher MF, Minervini A, Mir MC, Cerrato C, Rebez G, Autorino R, Hampton L, Campi R, Kriegmair M, Linares E, Hevia V, Musquera M, D'Anna M, Roussel E, Albersen M, Pavan N, Claps F, Antonelli A, Marchioni M, Paksoy N, Erdem S, Derweesh IH. Does the Timing of Cytoreductive Nephrectomy Impact Outcomes? Analysis of REMARCC Registry Data for Patients Receiving Tyrosine Kinase Inhibitor Versus Immune Checkpoint Inhibitor Therapy. EUR UROL SUPPL 2024; 63:71-80. [PMID: 38572300 PMCID: PMC10987801 DOI: 10.1016/j.euros.2024.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/02/2024] [Indexed: 04/05/2024] Open
Abstract
Background and objective The role of cytoreductive nephrectomy (CN) in the treatment of metastatic renal cell carcinoma (mRCC) has been called into question on the basis of clinical trial data from the tyrosine kinase inhibitor (TKI) era. Comparative analyses of CN for patients treated with immuno-oncology (IO) versus TKI agents are sparse. Our objective was to compare CN timing and outcomes among patients who received TKI versus IO therapy. Methods This was a multicenter retrospective analysis of patients who underwent CN using data from the REMARCC (Registry of Metastatic RCC) database. The cohort was divided into TKI versus IO first-line therapy groups. The primary outcome was all-cause mortality (ACM). Secondary outcomes included cancer-specific mortality (CSM). Multivariable analysis was used to identify factors predictive for ACM and CSM. The Kaplan-Meier method was used to analyze 5-yr overall survival (OS) and cancer-specific survival (CSS) with stratification by primary systemic therapy and timing in relation to CN. Key findings and limitations We analyzed data for 189 patients (148 TKI + CN, 41 IO +CN; median follow-up 23.2 mo). Multivariable analysis revealed that a greater number of metastases (hazard ratio [HR] 1.06; p = 0.015), greater primary tumor size (HR 1.10; p = 0.043), TKI receipt (HR 2.36; p = 0.015), and initiation of systemic therapy after CN (HR 1.49; p = 0.039) were associated with worse ACM. A greater number of metastases at diagnosis (HR 1.07; p = 0.011), greater primary tumor size (HR 1.12; p = 0.018), TKI receipt (HR 5.43; p = 0.004), and initiation of systemic therapy after CN (HR 2.04; p < 0.001) were associated with worse CSM. Kaplan-Meier analyses revealed greater 5-yr rates for OS (51% vs 27%; p < 0.001) and CSS (83% vs 30%; p < 0.001) for IO +CN versus TKI + CN. This difference persisted in a subgroup analysis for patients with intermediate or poor risk, with 5-yr OS rates of 50% for IO + CN versus 30% for TKI + CN (p < 0.001). A subanalysis stratified by CN timing revealed better 5-yr rates for OS (50% vs 30%; p = 0.042) and CSS (90% vs 30%, p = 0.019) for delayed CN after IO therapy, but not after TKI therapy. Conclusions and clinical implications For patients who underwent CN, systemic therapy before CN was associated with better outcomes. In addition, IO therapy was associated with better survival outcomes in comparison to TKI therapy. Our findings question the applicability of clinical trial data from the TKI era to CN in the IO era for mRCC. Patient summary For patients with metastatic kidney cancer treated with surgery, better survival outcomes were observed for those who also received immunotherapy in comparison to therapy targeting specific proteins in the body (tyrosine kinase inhibitors, TKIs). Immunotherapy or TKI treatment resulted in better outcomes if it was received before rather than after surgery.
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Affiliation(s)
- Margaret F. Meagher
- Department of Urology, University of California-San Diego School of Medicine, La Jolla, USA
| | - Andrea Minervini
- Department of Urology, University of Florence, Careggi Hospital, Florence, Italy
| | - Maria C. Mir
- Department of Urology, Fundacion Instituto Valenciano Oncologia, Valencia, Spain
| | - Clara Cerrato
- Department of Urology, University of California-San Diego School of Medicine, La Jolla, USA
| | - Giacomo Rebez
- Department of Urology, University of Trieste, Trieste, Italy
| | | | | | - Riccardo Campi
- Department of Urology, University of Florence, Careggi Hospital, Florence, Italy
| | | | | | - Vital Hevia
- Department of Urology, Hospital Ramon y Cajal, Madrid, Spain
| | - Maria Musquera
- Department of Urology, Hospital Clinic Carrer de Villarroel, Barcelona, Spain
| | - Mauricio D'Anna
- Department of Urology, Hospital Clinic Carrer de Villarroel, Barcelona, Spain
| | | | | | - Nicola Pavan
- Department of Urology, University of Trieste, Trieste, Italy
| | - Francesco Claps
- Department of Urology, University of Trieste, Trieste, Italy
| | | | - Michele Marchioni
- Department of Urology, SS Annunziata Hospital, G. D’Annunzio University of Chieti, Chieti, Italy
| | - Nail Paksoy
- Department of Urology, SS Annunziata Hospital, G. D’Annunzio University of Chieti, Chieti, Italy
| | - Selcuk Erdem
- Department of Urology, Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Ithaar H. Derweesh
- Department of Urology, University of California-San Diego School of Medicine, La Jolla, USA
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Zhu J, Wang Y, Li Y, Chen Y, Lu F. Risk factors of post-operative diarrhoea in patients with pancreatic cancer after neoadjuvant chemotherapy: A retrospective cohort study. J Clin Nurs 2024; 33:1777-1785. [PMID: 38426618 DOI: 10.1111/jocn.17040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 11/07/2023] [Accepted: 01/07/2024] [Indexed: 03/02/2024]
Abstract
BACKGROUND Post-operative diarrhoea is a common adverse event after pancreatic surgery. While the risk factors for this condition have been identified, the increasing trend of administering chemotherapy before surgery might change these factors. This study aimed to identify the risk factors of post-operative diarrhoea in patients with pancreatic ductal adenocarcinoma (PDAC) who underwent neoadjuvant chemotherapy. DESIGN A retrospective cohort study. METHODS Patients who underwent neoadjuvant chemotherapy and pancreatectomy because of PDAC between 2021 and 2023 were included. The preoperative characteristics of, operative details of and post-operative outcomes in patients with and without post-operative diarrhoea were collected and compared. The independent risk factors of post-operative diarrhoea were identified using logistic regression analysis. STROBE checklist was used. RESULTS Post-operative diarrhoea occurred in 65 out of 145 (44.8%) patients during hospitalization. Elevated white blood cell count, advanced tumour stage, and late abdominal drain removal were independent risk factors for post-operative diarrhoea (p < .001, p = .006 and p = .009, respectively). CONCLUSIONS Some perioperative factors influence post-operative diarrhoea in patients who undergo neoadjuvant chemotherapy. More attention should be paid to patients at a higher risk of post-operative diarrhoea, with an emphasis on high-quality management for these patients.
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Affiliation(s)
- Juanjuan Zhu
- Department of Nursing, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yangyang Wang
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yuting Li
- Department of Nursing, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yingjie Chen
- Department of Nursing, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Fangyan Lu
- Department of Nursing, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
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