1
|
Kumar A, Owen JR, Sloat NT, Maynard E, Hill VM, Hubbard CB, McKinney MS, Sutton LM, McCall SJ, Datto MB, Moyer AN, Caughey BA, Strickler JH, Ramaker RC. Expansion of an Academic Molecular Tumor Board to Enhance Access to Biomarker-Driven Trials and Therapies in the Rural Southeastern United States. Curr Oncol 2024; 31:7244-7257. [PMID: 39590164 PMCID: PMC11593073 DOI: 10.3390/curroncol31110534] [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: 10/13/2024] [Revised: 11/09/2024] [Accepted: 11/11/2024] [Indexed: 11/28/2024] Open
Abstract
Targeting tumor-specific molecular alterations has shown significant clinical benefit. Molecular tumor boards (MTBs) connect cancer patients with personalized treatments and clinical trials. However, rural cancer centers often have limited access to MTB expertise. We established an academic-community partnership expanding our academic MTB to affiliated rural community cancer centers. We developed a centralized molecular registry of tumors (MRT) to aggregate the comprehensive genomic profiling (CGP) results and facilitate multidisciplinary MTB review. Of the 151 patients included, 87 (58%) had actionable genomic biomarkers, 42 (28%) were eligible for a targeted off-label therapy, and 27 (18%) were matched to a clinical trial. Of those with a clinical trial match, only 1 of 27 (3%) was enrolled in the identified trial. One year into implementation, community oncology providers were anonymously surveyed on persistent barriers to precision treatment utilization. The primary barriers to clinical trial enrollment were the distance to the trial center (70%), lack of transportation (55%), and lack of local trials (50%). This study offers a framework to improve access to molecular expertise, but significant barriers to the equitable use of CGP and trial enrollment persist.
Collapse
Affiliation(s)
- Anivarya Kumar
- Duke University School of Medicine, Durham, NC 27710, USA;
| | | | | | | | - Vanessa M. Hill
- Duke Cancer Network, Durham, NC 27707, USA (V.M.H.); (L.M.S.)
| | - Christopher B. Hubbard
- Department of Pathology, Duke University School of Medicine, Durham, NC 27710, USA; (C.B.H.); (S.J.M.); (M.B.D.); (A.N.M.)
| | - Matthew S. McKinney
- Duke Cancer Institute, Durham, NC 27710, USA (M.S.M.)
- Division of Hematologic Malignancies and Cellular Therapy, Department of Medicine, Duke University, Duke University Medical Center, Durham, NC 27710, USA
| | - Linda M. Sutton
- Duke Cancer Network, Durham, NC 27707, USA (V.M.H.); (L.M.S.)
| | - Shannon J. McCall
- Department of Pathology, Duke University School of Medicine, Durham, NC 27710, USA; (C.B.H.); (S.J.M.); (M.B.D.); (A.N.M.)
| | - Michael B. Datto
- Department of Pathology, Duke University School of Medicine, Durham, NC 27710, USA; (C.B.H.); (S.J.M.); (M.B.D.); (A.N.M.)
| | - Ashley N. Moyer
- Department of Pathology, Duke University School of Medicine, Durham, NC 27710, USA; (C.B.H.); (S.J.M.); (M.B.D.); (A.N.M.)
| | - Bennett A. Caughey
- Division of Hematology/Oncology, Massachusetts General Hospital, Boston, MA 02114, USA;
| | - John H. Strickler
- Duke Cancer Institute, Durham, NC 27710, USA (M.S.M.)
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, NC 27710, USA
| | - Ryne C. Ramaker
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, NC 27710, USA
| |
Collapse
|
2
|
Lu S, Zhang Y, Zhang G, Zhou J, Cang S, Cheng Y, Wu G, Cao P, Lv D, Jian H, Jin X, Chen C, Tian P, Wang K, Jiang G, Chen G, Chen Q, Zhao H, Ding C, Guo R, Sun G, Wang B, Jiang L, Liu Z, Fang J, Yang J, Zhuang W, Liu Y, Zhang J, Pan Y, Chen J, Yu Q, Zhao M, Cui J, Li D, Yi T, Yu Z, Yang Y, Zhang Y, Zhi X, Huang Y, Wu R, Chen L, Zang A, Cao L, Li Q, Li X, Song Y, Wang D, Zhang S, Ding L, Zhang L, Ji D, Shen Z. Befotertinib for patients with pretreated EGFR T790M mutated locally advanced or metastatic NSCLC: Final overall survival results from a phase 2 trial. Lung Cancer 2024; 195:107901. [PMID: 39089004 DOI: 10.1016/j.lungcan.2024.107901] [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: 01/22/2024] [Revised: 05/27/2024] [Accepted: 07/26/2024] [Indexed: 08/03/2024]
Abstract
BACKGROUND In the initial analysis of a pivotal phase 2 single-arm study (NCT03861156), befotertinib (D-0316) showed clinical benefit with a manageable safety profile in pretreated patients with EGFR T790M mutated non-small cell lung cancer (NSCLC), including those with brain metastases. METHODS Eligible patients received oral befotertinib of 50 mg (cohort A) or 75-100 mg (cohort B) once daily until disease progression, withdrawal of informed consent, or death. The primary endpoint for the initial analysis was objective response rate (ORR) assessed by an independent review committee. OS and safety were secondary endpoints. Herein, we present the final OS and safety data. RESULTS A total of 176 patients in cohort A and 290 patients in cohort B were finally enrolled. At data cutoff (May 31, 2023), the median duration of follow-up was 47.9 months (95 % CI: 47.1-48.3) in cohort A and 36.7 months (35.9-37.9) in cohort B. The median OS was 23.9 months (95 % CI: 21.1-27.2) in cohort A and 31.5 months (26.8-35.3) in cohort B. The median OS for patients with and without brain metastasis in cohort A was 18.6 months (95 % CI: 14.9-26.3) and 26.4 months (95 % CI: 23.0-29.0), respectively. In cohort B, these data was 23.0 months (95 % CI: 18.6-29.1) and 35.5 months (95 % CI: 29.3-NE), respectively. The safety profile of befotertinib remained consistent with previous data. Grade 3 or higher treatment-emergent adverse events were 38.1 % in the cohort A and 50.3 % in the cohort B, and 22.2 % and 31.7 % were related to the study drug. CONCLUSION Befotertinib demonstrated a more profound OS benefit compared to other 3rd-generation EGFR TKI, despite that cross trial data comparison should be interpreted with caution. The safety profile was manageable and consistent with previously report data in pretreated patients with confirmed T790M mutation-positive NSCLC.
Collapse
Affiliation(s)
- Shun Lu
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.
| | - Yiping Zhang
- Medical Department of Thoracic Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Hangzhou, China
| | - Guojun Zhang
- Department of Respiratory Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jianying Zhou
- Department of Respiratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Shundong Cang
- Department of Medical Oncology, Henan Provincial People's Hospital, Zhengzhou, China
| | - Ying Cheng
- Department of Thoracic Oncology, Jilin Cancer Hospital, Changchun, China
| | - Gang Wu
- Cancer center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Peiguo Cao
- Department of Oncology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Dongqing Lv
- Department of Respiratory Medicine, Taizhou hospital of Zhejiang Province, Linhai, China
| | - Hong Jian
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Xiangming Jin
- Department of Medical Oncology, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China
| | - Chengshui Chen
- Department of Respiratory Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Panwen Tian
- Department of Respiratory and Critical Care Medicine, West China School of Medicine/West China Hospital of Sichuan University, Chengdu, China
| | - Kai Wang
- Department of Respiratory Medicine, The Second Affiliated Hospital of Medical College of Zhejiang University, Hangzhou, China
| | - Guanming Jiang
- Department of Medical Oncology, Dongguan People's Hospital, Dongguan, China
| | - Gongyan Chen
- Department of Respiratory Medicine, Harbin Medical University Cancer Hospital, Harbin, China
| | - Qun Chen
- Department of Oncology, Fuzhou Pulmonary Hospital of Fujian, Fuzhou, China
| | - Hui Zhao
- Department of Respiratory and Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Cuimin Ding
- Department of Respiratory Medicine, The Fourth Hospital of Hebei Medical University and Hebei Cancer Hospital, Shijiazhuang, China
| | - Renhua Guo
- Department of Oncology, The First Affiliated Hospital with Nanjing Medical University, Jiangsu Province Hospital, Nanjing, China
| | - Guoping Sun
- Department of Medical Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Bin Wang
- Department of Respiratory Medicine, Huzhou Central Hospital, Huzhou, China
| | - Liyan Jiang
- Department of Respiratory Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Zhe Liu
- Department of Oncology, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Jian Fang
- Department of Thoracic Oncology, Peking University Cancer Hospital, Beijing Cancer Hospital, Beijing, China
| | - Junquan Yang
- Department of Radiotherapy and Chemotherapy, Tangshan People's Hospital, Tangshan, China
| | - Wu Zhuang
- Department of Thoracic Oncology, Fujian Cancer Hospital, Fuzhou, China
| | - Yunpeng Liu
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, China
| | - Jian Zhang
- Department of Respiratory Medicine, Air Force Medical University of PLA, the Fourth Military Medical University, Xi'an, China
| | - Yueyin Pan
- Department of Medical Oncology/Chemotherapy, The First Affiliated Hospital of University of Science and Technology of China, Anhui Provincial Hospital, Hefei, China
| | - Jun Chen
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
| | - Qitao Yu
- Department of Respiratory Oncology, The Guangxi Medical University Cancer Hospital, Guangxi Cancer Hospital, Nanning, China
| | - Min Zhao
- Department of Oncology, Hebei Chest Hospital, Shijiazhuang, China
| | - Jiuwei Cui
- Cancer center, The First Hospital of Jilin University, Changchun, China
| | - Dianming Li
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Tienan Yi
- Department of Oncology, Xiangyang Central Hospital, Xiangyang, China
| | - Zhuang Yu
- Department of Medical Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yan Yang
- Department of Oncology, Chifeng Municipal Hospital, Chifeng, China
| | - Yan Zhang
- Department of Oncology, Shijiazhuang People's Hospital, Shijiazhuang, China
| | - Xiuyi Zhi
- Department of Thoracic Surgery, Xuanwu Hospital Affiliated to Capital Medical University, Beijing, China
| | - Yunchao Huang
- Department of Thoracic Surgery, Yunnan Cancer Hospital /the Third Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Rong Wu
- Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Liangan Chen
- Department of Respiratory Medicine, The first Medical Centre of Chinese PLA General Hospital, Beijing, China
| | - Aimin Zang
- Department of Medical Oncology, Affiliated Hospital of Hebei University, Baoding, China
| | - Lejie Cao
- Department of Respiratory Medicine, The First Affiliated Hospital of University of Science and Technology of China, Anhui Provincial Hospital, Hefei, China
| | - Qingshan Li
- Department of Medical Oncology, Affiliated Hospital of Chengde Medical College, Chengde, China
| | - Xiaoling Li
- Department of Thoracic Cancer, Liaoning Cancer Hospital & Institute, Shenyang, China
| | - Yong Song
- Department of Respiratory Medicine, Jinling Hospital Nanjing University School of Medicine, Nanjing, China
| | - Donglin Wang
- Department of Medical Oncology, Cancer Hospital Affiliated to Chongqing University, Chongqing Cancer Hospital, Chongqing, China
| | - Shucai Zhang
- Department of Oncology, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | | | | | - Dong Ji
- Betta Pharmaceuticals Co., Ltd, Hangzhou, China
| | - Zhilin Shen
- Betta Pharmaceuticals Co., Ltd, Hangzhou, China
| |
Collapse
|
6
|
Antoniadi AM, Galvin M, Heverin M, Wei L, Hardiman O, Mooney C. A Clinical Decision Support System for the Prediction of Quality of Life in ALS. J Pers Med 2022; 12:435. [PMID: 35330435 PMCID: PMC8955774 DOI: 10.3390/jpm12030435] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 03/04/2022] [Accepted: 03/07/2022] [Indexed: 11/17/2022] Open
Abstract
Amyotrophic Lateral Sclerosis (ALS), also known as Motor Neuron Disease (MND), is a rare and fatal neurodegenerative disease. As ALS is currently incurable, the aim of the treatment is mainly to alleviate symptoms and improve quality of life (QoL). We designed a prototype Clinical Decision Support System (CDSS) to alert clinicians when a person with ALS is experiencing low QoL in order to inform and personalise the support they receive. Explainability is important for the success of a CDSS and its acceptance by healthcare professionals. The aim of this work isto announce our prototype (C-ALS), supported by a first short evaluation of its explainability. Given the lack of similar studies and systems, this work is a valid proof-of-concept that will lead to future work. We developed a CDSS that was evaluated by members of the team of healthcare professionals that provide care to people with ALS in the ALS/MND Multidisciplinary Clinic in Dublin, Ireland. We conducted a user study where participants were asked to review the CDSS and complete a short survey with a focus on explainability. Healthcare professionals demonstrated some uncertainty in understanding the system's output. Based on their feedback, we altered the explanation provided in the updated version of our CDSS. C-ALS provides local explanations of its predictions in a post-hoc manner, using SHAP (SHapley Additive exPlanations). The CDSS predicts the risk of low QoL in the form of a probability, a bar plot shows the feature importance for the specific prediction, along with some verbal guidelines on how to interpret the results. Additionally, we provide the option of a global explanation of the system's function in the form of a bar plot showing the average importance of each feature. C-ALS is available online for academic use.
Collapse
Affiliation(s)
- Anna Markella Antoniadi
- UCD School of Computer Science, University College Dublin, Dublin 4, Ireland; (A.M.A.); (L.W.)
- FutureNeuro SFI Research Centre, RCSI University of Medicine and Health Sciences, Dublin 2, Ireland;
| | - Miriam Galvin
- Academic Unit of Neurology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin 2, Ireland; (M.G.); (M.H.)
| | - Mark Heverin
- Academic Unit of Neurology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin 2, Ireland; (M.G.); (M.H.)
| | - Lan Wei
- UCD School of Computer Science, University College Dublin, Dublin 4, Ireland; (A.M.A.); (L.W.)
| | - Orla Hardiman
- FutureNeuro SFI Research Centre, RCSI University of Medicine and Health Sciences, Dublin 2, Ireland;
- Academic Unit of Neurology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin 2, Ireland; (M.G.); (M.H.)
- Department of Neurology, National Neuroscience Centre, Beaumont Hospital, Dublin 9, Ireland
| | - Catherine Mooney
- UCD School of Computer Science, University College Dublin, Dublin 4, Ireland; (A.M.A.); (L.W.)
- FutureNeuro SFI Research Centre, RCSI University of Medicine and Health Sciences, Dublin 2, Ireland;
| |
Collapse
|
9
|
Shao J, Wang C, Ren P, Jiang Y, Tian P, Li W. Treatment- and immune-related adverse events of immune checkpoint inhibitors in advanced lung cancer. Biosci Rep 2020; 40:BSR20192347. [PMID: 32315071 PMCID: PMC7953488 DOI: 10.1042/bsr20192347] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2019] [Revised: 04/06/2020] [Accepted: 04/21/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) emerged as the preferred therapy in advanced lung cancer, understanding the treatment- and immune-related adverse events of these drugs is of great significance for clinical practice. MATERIALS AND METHODS PubMed, Embase, Cochrane library and major conference proceedings were systematically searched for all randomized controlled trials (RCTs) in lung cancer using PD-1/PD-L1/CTLA-4 inhibitors. The outcomes included treatment-related adverse events (TRAEs) and several organ specific immune-related adverse events (IRAEs). RESULTS 24 RCTs involving 14,256 patients were included. There was a significant difference for ICI therapy in the incidence of any grade of TRAEs (RR: 0.90; 95%CI: 0.84-0.95; P=0.001) and a lower frequency of grade 3-5 of TRAEs (RR: 0.65; 95%CI: 0.51-0.82; P<0.001). Patients treated with ICI therapy in non-small-cell lung cancer (NSCLC) were less reported TRAEs than in small cell lung cancer (SCLC). A lower risk of TRAEs was favored by anti-PD-1 inhibitors over anti-PD-L1 antibodies and anti-CTLA-4 drugs. The most common organ specific IRAE was hypothyroidism that occurred 8.7%. The incidence of pneumonitis and hepatitis reached 4.5% and 4.0% respectively. Compared with patients treated in control arms, those treated with ICI drugs were at higher risk for each organ specific adverse event including colitis, hepatitis, pneumonitis, hypothyroidism and hypophysitis. CONCLUSIONS ICI therapy was safer than chemotherapy, especially ICI monotherapy such as anti-PD-1 antibodies in NSCLC. Compared with standard treatments, ICI drugs increased the risk of organ-specific IRAEs, although the overall incidence remained low.
Collapse
Affiliation(s)
- Jun Shao
- Department of Respiratory and Critical Care Medicine, West China Medical School/West China Hospital, Sichuan University, Chengdu, China
| | - Chengdi Wang
- Department of Respiratory and Critical Care Medicine, West China Medical School/West China Hospital, Sichuan University, Chengdu, China
| | - Pengwei Ren
- Department of Clinical Research Center for Respiratory Diseases, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yuting Jiang
- West China Medical School, Sichuan University, Chengdu, China
| | - Panwen Tian
- Department of Respiratory and Critical Care Medicine, West China Medical School/West China Hospital, Sichuan University, Chengdu, China
| | - Weimin Li
- Department of Respiratory and Critical Care Medicine, West China Medical School/West China Hospital, Sichuan University, Chengdu, China
| |
Collapse
|