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Duan XP, Qin BD, Jiao XD, Liu K, Wang Z, Zang YS. New clinical trial design in precision medicine: discovery, development and direction. Signal Transduct Target Ther 2024; 9:57. [PMID: 38438349 PMCID: PMC10912713 DOI: 10.1038/s41392-024-01760-0] [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: 11/30/2023] [Revised: 01/25/2024] [Accepted: 01/29/2024] [Indexed: 03/06/2024] Open
Abstract
In the era of precision medicine, it has been increasingly recognized that individuals with a certain disease are complex and different from each other. Due to the underestimation of the significant heterogeneity across participants in traditional "one-size-fits-all" trials, patient-centered trials that could provide optimal therapy customization to individuals with specific biomarkers were developed including the basket, umbrella, and platform trial designs under the master protocol framework. In recent years, the successive FDA approval of indications based on biomarker-guided master protocol designs has demonstrated that these new clinical trials are ushering in tremendous opportunities. Despite the rapid increase in the number of basket, umbrella, and platform trials, the current clinical and research understanding of these new trial designs, as compared with traditional trial designs, remains limited. The majority of the research focuses on methodologies, and there is a lack of in-depth insight concerning the underlying biological logic of these new clinical trial designs. Therefore, we provide this comprehensive review of the discovery and development of basket, umbrella, and platform trials and their underlying logic from the perspective of precision medicine. Meanwhile, we discuss future directions on the potential development of these new clinical design in view of the "Precision Pro", "Dynamic Precision", and "Intelligent Precision". This review would assist trial-related researchers to enhance the innovation and feasibility of clinical trial designs by expounding the underlying logic, which be essential to accelerate the progression of precision medicine.
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Affiliation(s)
- Xiao-Peng Duan
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Bao-Dong Qin
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Xiao-Dong Jiao
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Ke Liu
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Zhan Wang
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Yuan-Sheng Zang
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China.
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Leahy TP, Durand-Zaleski I, Sampietro-Colom L, Kent S, Zöllner Y, Coyle D, Casadei G. The role of quantitative bias analysis for nonrandomized comparisons in health technology assessment: recommendations from an expert workshop. Int J Technol Assess Health Care 2023; 39:e68. [PMID: 37981828 DOI: 10.1017/s0266462323002702] [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] [Indexed: 11/21/2023]
Abstract
The use of treatment effects derived from nonrandomized studies (NRS) in health technology assessment (HTA) is growing. NRS carry an inherently greater risk of bias than randomized controlled trials (RCTs). Although bias can be mitigated to some extent through appropriate approaches to study design and analysis, concerns around data availability and quality and the absence of randomization mean residual biases typically render the interpretation of NRS challenging. Quantitative bias analysis (QBA) methods are a range of methods that use additional, typically external, data to understand the potential impact that unmeasured confounding and other biases including selection bias and time biases can have on the results (i.e., treatment effects) from an NRS. QBA has the potential to support HTA bodies in using NRS to support decision-making by quantifying the magnitude, direction, and uncertainty of biases. However, there are a number of key aspects of the use of QBA in HTA which have received limited discussion. This paper presents recommendations for the use of QBA in HTA developed using a multi-stakeholder workshop of experts in HTA with a focus on QBA for unmeasured confounding.
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Affiliation(s)
| | - Isabelle Durand-Zaleski
- AP-HP, Health Economics Research Unit, Department of Public Health, Henri Mondor Hospital, Paris, France
- Methods, UMRS 1153, French National Institute of Health and Medical Research, Paris, France
- Faculty of Medicine, Université Paris Est Creteil, Creteil, France
| | - Laura Sampietro-Colom
- Health Technology Assessment (HTA) Unit, Hospital Clinic of Barcelona, Barcelona, Spain
| | | | - York Zöllner
- Department of Health Sciences, HAW Hamburg, Hamburg, Germany
| | - Doug Coyle
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
| | - Gianluigi Casadei
- Medical Biotechnology and Translational Medicine, University of Milan, Milan, Italy
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Nakamura M, Zhu M, Maeda K, Toda M, Mori N. A Basic Survey on the Learning Needs of Nurses Caring for Patients with Intractable Cancer in Japan Based on Conceptual Education Integrating Oncology and Palliative Care. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2023; 38:1170-1176. [PMID: 36527544 PMCID: PMC9758659 DOI: 10.1007/s13187-022-02245-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 12/03/2022] [Indexed: 06/17/2023]
Abstract
This small-sample pilot study sought to uncover the role of palliative care education for general nurses providing care to patients with intractable cancer. While nurses serve as total care coordinators in patient recuperation, most general nurses in Japan dealing with such patients must independently update their knowledge. A questionnaire was developed comprising 28 items from the five supportive care need categories according to the Integrating Oncology and Palliative Care (IOP) model and 22 items from the Nurses' Difficulties in Cancer Care (NDCC) scale. General nurses who had worked in cancer care for over 5 years were recruited using snowball sampling. Based on the results, we planned a lecture and free study session on IOP using information and communication technology (ICT). Four lectures were delivered to 108 nurses from Hokkaido to Okinawa and remote islands. Overall, 90% of the participants were female nurses. They were categorized into two groups based on the number of times they attended the lectures (Group 1 [G1, attended once or twice]: 45; Group 2 [G2, attended three or four times]: 63). Comparing G1 and G2 showed that the practical ability of the participants in G2 increased for the items "Patient/Family Communication" and "Knowledge and Skills." Continued education using ICT may improve the practical skills of general nurses caring for patients with intractable cancer.
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Affiliation(s)
- Masako Nakamura
- Department of Nursing, Aichi Medical University, 1-1 Yazakokarimata, Nagakute, Aichi, 480-1195, Japan.
| | - Ming Zhu
- Department of Bioscience and Genetics, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Keisuke Maeda
- Department of Geriatric Medicine, National Center for Geriatrics and Gerontology, Aichi, Japan
- Department of Palliative and Supportive Medicine, Graduate School of Medicine, Aichi Medical University, Aichi, Japan
| | - Misako Toda
- Palliative Care Team, Aichi Medical University Hospital, Aichi, Japan
| | - Naoharu Mori
- Department of Palliative and Supportive Medicine, Graduate School of Medicine, Aichi Medical University, Aichi, Japan
- Palliative Care Team, Aichi Medical University Hospital, Aichi, Japan
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Nomura M, Miyake Y, Inoue A, Yokoyama Y, Noda N, Kouda S, Hata T, Ogino T, Miyoshi N, Takahashi H, Uemura M, Mizushima T, Doki Y, Eguchi H, Yamamoto H. Single-Cell Analysis of Circulating Tumor Cells from Patients with Colorectal Cancer Captured with a Dielectrophoresis-Based Micropore System. Biomedicines 2023; 11:biomedicines11010203. [PMID: 36672711 PMCID: PMC9855761 DOI: 10.3390/biomedicines11010203] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 12/31/2022] [Accepted: 01/09/2023] [Indexed: 01/14/2023] Open
Abstract
This study aimed to analyze circulating tumor cells (CTCs) from patients with colorectal cancer (CRC). We designed a dielectrophoresis-based micropore system and tested its cell capture with HT29 colon cancer cells. Then, blood samples were drawn from 24 patients with stages II-IV CRC. Mononuclear cells were isolated and loaded into the micropore system. Single cells were positioned into small pores with dielectrophoresis. After labeling the cells with the appropriate antibodies, tumor-like cells were collected with an automated micromanipulator. We collected 43 CTCs from 15 out of 24 patient samples. The presence of CTC was significantly associated with ling metastasis. We performed whole genome amplification, followed by PCR and Sanger sequencing, to examine the point mutations in the KRAS, BRAF, and PIK3CA genes. This mutation analysis was successfully performed in 35 cells. Among the 14 cytokeratin (CK)-positive cells, we found PIK3CA mutations in three cells (21%) from two patients. Among the 21 CK-negative cells, we found a KRAS mutation in one cell (5%) from one patient and a PIK3CA mutation in one cell (5%) from one patient. It is noteworthy that these mutations were not detected in the corresponding primary tumors. In conclusion, dielectrophoresis-based capture in a micropore system was useful for detecting both CK-positive and CK-negative CTCs. This simple method could be applied to various tumor types.
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Affiliation(s)
- Masatoshi Nomura
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan
| | - Yuichiro Miyake
- Department of Gastroenterological Surgery, Sakai City Medical Center, Sakai 593-8304, Japan
| | - Akira Inoue
- Department of Gastroenterological Surgery, Osaka General Medical Center, Osaka 558-8558, Japan
| | - Yuhki Yokoyama
- Department of Molecular Pathology, Division of Health Sciences, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan
| | - Nanaka Noda
- Department of Molecular Pathology, Division of Health Sciences, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan
| | - Shihori Kouda
- Department of Molecular Pathology, Division of Health Sciences, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan
| | - Tsuyoshi Hata
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan
| | - Takayuki Ogino
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan
| | - Norikatsu Miyoshi
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan
| | - Hidekazu Takahashi
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan
| | - Mamoru Uemura
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan
| | - Tsunekazu Mizushima
- Department of Gastroenterological Surgery, Osaka Police Hospital, Osaka 543-0035, Japan
| | - Yuichiro Doki
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan
| | - Hidetoshi Eguchi
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan
| | - Hirofumi Yamamoto
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan
- Department of Molecular Pathology, Division of Health Sciences, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan
- Correspondence: ; Tel.: +81-6-6879-2591; Fax: +81-6-6879-2591
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Jiao XD, Qin BD, Wang Z, Liu K, Wu Y, Ling Y, Qin WX, Wang MM, Yuan LY, Barreto SG, Kim AW, Mak K, Li H, Xu YY, Qiu XM, Wu M, Jin M, Xu LC, Zhong Y, Yang H, Chen XQ, Zeng Y, Shi J, Zhu WY, Ding QQ, Jia W, Liu SF, Zhou JJ, Shen H, Yao SH, Guo ZJ, Li T, Zhou PJ, Dong XW, Lu WF, Coleman RL, Akce M, Akladios C, Puccetti F, Zang YS. Targeted therapy for intractable cancer on the basis of molecular profiles: An open-label, phase II basket trial (Long March Pathway). Front Oncol 2023; 13:860711. [PMID: 36910668 PMCID: PMC9995917 DOI: 10.3389/fonc.2023.860711] [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: 01/23/2022] [Accepted: 02/02/2023] [Indexed: 02/25/2023] Open
Abstract
Purpose We evaluated he effects of molecular guided-targeted therapy for intractable cancer. Also, the epidemiology of druggable gene alterations in Chinese population was investigated. Materials and methods The Long March Pathway (ClinicalTrials.gov identifier: NCT03239015) is a non-randomized, open-label, phase II trial consisting of several basket studies examining the molecular profiles of intractable cancers in the Chinese population. The trial aimed to 1) evaluate the efficacy of targeted therapy for intractable cancer and 2) identify the molecular epidemiology of the tier II gene alterations among Chinese pan-cancer patients. Results In the first stage, molecular profiles of 520 intractable pan-cancer patients were identified, and 115 patients were identified to have tier II gene alterations. Then, 27 of these 115 patients received targeted therapy based on molecular profiles. The overall response rate (ORR) was 29.6% (8/27), and the disease control rate (DCR) was 44.4% (12/27). The median duration of response (DOR) was 4.80 months (95% CI, 3.33-27.2), and median progression-free survival (PFS) was 4.67 months (95% CI, 2.33-9.50). In the second stage, molecular epidemiology of 17,841 Chinese pan-cancer patients demonstrated that the frequency of tier II gene alterations across cancer types is 17.7%. Bladder cancer had the most tier-II alterations (26.1%), followed by breast cancer (22.4%), and non-small cell lung cancer (NSCLC; 20.2%). Conclusion The Long March Pathway trial demonstrated a significant clinical benefit for intractable cancer from molecular-guided targeted therapy in the Chinese population. The frequency of tier II gene alterations across cancer types supports the feasibility of molecular-guided targeted therapy under basket trials.
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Affiliation(s)
- Xiao-Dong Jiao
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Bao-Dong Qin
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Zhan Wang
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Ke Liu
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Ying Wu
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Yan Ling
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Wen-Xing Qin
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Miao-Miao Wang
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Ling-Yan Yuan
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | | | - Anthony W Kim
- Division of Thoracic Surgery, Keck School of Medicine of the University of Southern California, Los Angeles, CA, United States
| | - Kimberley Mak
- Department of Radiation Oncology, Boston Medical Center, Boston University School of Medicine, Boston, MA, United States
| | - Hao Li
- Department of Medical Oncology, Shanghai Ruijin Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Yuan-Yuan Xu
- Department of Surgical Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Xiao-Ming Qiu
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Min Wu
- Department Gynecology and Obstetrics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Min Jin
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Li-Chao Xu
- Department of Interventional Radiology, Shanghai Cancer Center, Fudan University, Shanghai, China
| | - Yi Zhong
- Department of Medical Oncology, Shanghai Traditional Chinese Medicine-Integrated Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Hui Yang
- Department of Medical Oncology, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, China
| | - Xue-Qin Chen
- Department of Medical Oncology, Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yu Zeng
- Department of Pathology, Shanghai Tongji Hospital, Shanghai Tongji University, Shanghai, China
| | - Jun Shi
- Department of Gastrointestinal Surgery, Changzhou No.2 People's Hospital, Nanjing Medical University, Changzhou, China
| | - Wen-Yu Zhu
- Department of Medical Oncology, Changzhou No.2 People's Hospital, Nanjing Medical University, Changzhou, China
| | - Qing-Qing Ding
- Department of Geriatric Oncology, Jiangsu Provincial People's Hospital, Nanjing Medical University, Nanjing, China
| | - Wei Jia
- Department of Respiratory, Shanghai Traditional Chinese Medicine-Integrated Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Su-Fen Liu
- Department of Gynecology, Changzhou No.2 People's Hospital, Nanjing Medical University, Changzhou, China
| | - Jun-Jing Zhou
- Department of Hepatobiliary and Pancreatic Surgery, Wuxi No.4 People's Hospital, Jiangnan University, Wuxi, China
| | - Hong Shen
- Department of Medical Oncology, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Shi-Hua Yao
- Department of Thoracic Surgery, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Zhao-Ji Guo
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Ting Li
- Department of Medical Oncology, Shanghai Cancer Center, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Pei-Juan Zhou
- Department of Traditional Chinese Medicine, Shanghai Renji Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Xue-Wei Dong
- Department of Gastrointestinal Surgery, The First People's Hospital of Changzhou, Soochow University, Changzhou, China
| | - Wen-Feng Lu
- Department of Integrative Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Robert L Coleman
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Mehmet Akce
- Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA, United States
| | - Chérif Akladios
- Department of Obstetrics and Gynecology, University of Strasbourg, Strasbourg, France
| | - Francesco Puccetti
- Department of Gastrointestinal Surgery, San Raffaele Hospital IRCCS, Milan, Italy
| | - Yuan-Sheng Zang
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
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Mutational patterns and their correlation to CHIP-related mutations and age in hematological malignancies. Blood Adv 2021; 5:4426-4434. [PMID: 34570179 PMCID: PMC8579257 DOI: 10.1182/bloodadvances.2021004668] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Accepted: 08/03/2021] [Indexed: 01/17/2023] Open
Abstract
Comparison of the mutation frequencies and numbers of 122 genes in 3096 cases enables identification of “mutation-driven” entities. Differences in mutation patterns in cases with or without CHIP-associated mutations across entities suggest differences in pathophysiology.
Acquired somatic mutations are crucial for the development of most cancers. We performed a comprehensive comparative analysis of the mutational landscapes and their correlation with CHIP-related (clonal hematopoiesis of indeterminate potential) mutations and patient age of 122 genes in 3096 cases of 28 different hematological malignancies. Differences were observed regarding (1) the median number of mutations (highest, median n = 4; lowest, n = 0); (2) specificity of certain mutations (high frequencies in atypical chronic myeloid leukemia [aCML; ASXL1, 86%], follicular lymphoma [FL; KMT2D, 87%; CREBBP, 73%], hairy cell lymphoma [BRAF, 100%], lymphoplasmacytic lymphoma [MYD88, 98%; CXCR4, 51%], myeloproliferative neoplasm [MPN; AK2, 68%]); (3) distribution of mutations (broad distribution within/across the myeloid/lymphoid lineage for TET2, ASXL1, DNMT3A, TP53, BCOR, and ETV6); (4) correlation of mutations with patient’s age (correlated with older age across entities: TET2, DNMT3A, ASXL1, TP53, EZH2, BCOR, GATA2, and IDH2; younger age: KIT, POT1, RAD21, U2AF2, and WT1); (5) correlation of mutation number per patient with age. Moreover, we observed high frequencies of mutations in RUNX1, SRSF2, IDH2, NRAS, and EZH2 in cases comprising at least 1 DTA (DNMT3A, TET2, ASXL1) mutation, whereas in cases without DTA mutations, TP53, KRAS, WT1, and SF3B1 were more frequent across entities, suggesting differences in pathophysiology. These results give further insight into the complex genetic landscape and the role of DTA mutations in hematological neoplasms and define mutation-driven entities (myelodysplastic syndrome/MPN overlap; secondary acute myeloid) in comparison with entities defined by chromosomal fusions (chronic myeloid leukemia; myeloid/lymphoid neoplasm with eosinophilia).
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Chen F, Wendl MC, Wyczalkowski MA, Bailey MH, Li Y, Ding L. Moving pan-cancer studies from basic research toward the clinic. NATURE CANCER 2021; 2:879-890. [PMID: 35121865 DOI: 10.1038/s43018-021-00250-4] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Accepted: 07/21/2021] [Indexed: 06/14/2023]
Abstract
Although all cancers share common hallmarks, we have long realized that there is no silver-bullet treatment for the disease. Many clinical oncologists specialize in a single cancer type, based predominantly on the tissue of origin. With advances brought by genetics and cancer genomic research, we now know that cancers are profoundly different, both in origins and in genetic alterations. At the same time, commonalities such as key driver mutations, altered pathways, mutational, immune and microbial signatures and other areas (many revealed by pan-cancer studies) point to the intriguing possibility of targeting common traits across diverse cancer types with the same therapeutic strategies. Studies designed to delineate differences and similarities across cancer types are thus critical in discerning the basic dynamics of oncogenesis, as well as informing diagnoses, prognoses and therapies. We anticipate growing emphases on the development and application of therapies targeting underlying commonalities of different cancer types, while tailoring to the unique tissue environment and intrinsic molecular fingerprints of each cancer type and subtype. Here we summarize the facets of pan-cancer research and how they are pushing progress toward personalized medicine.
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Affiliation(s)
- Feng Chen
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
- Department of Cell Biology and Physiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Michael C Wendl
- Department of Genetics, Washington University in St. Louis, St. Louis, MO, USA
- Department of Mathematics, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Matthew A Wyczalkowski
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Matthew H Bailey
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
- Eccles Institute of Human Genetics, University of Utah, Salt Lake City, UT, USA
| | - Yize Li
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA
| | - Li Ding
- Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA.
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA.
- Department of Genetics, Washington University in St. Louis, St. Louis, MO, USA.
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA.
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Gaultney JG, Bouvy JC, Chapman RH, Upton AJ, Kowal S, Bokemeyer C, Solà-Morales O, Wolf J, Briggs AH. Developing a Framework for the Health Technology Assessment of Histology-independent Precision Oncology Therapies. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2021; 19:625-634. [PMID: 34028672 DOI: 10.1007/s40258-021-00654-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/17/2021] [Indexed: 06/12/2023]
Abstract
The arrival of precision oncology is challenging the evidence standards under which technologies are evaluated for regulatory approval as well as for health technology assessment (HTA) purposes. Several key concepts are discussed to highlight the source of the challenges in evaluating these products, particularly those impacting the HTA of histology-independent therapies. These include the basket trial design, high uncertainty in (potentially substantial) benefits for histology-independent therapies, and the inability to identify and quantify benefits of standard of care in daily practice when the biomarker is not currently used in practice. There is little precedent for a technology with the unique mixture of challenges for HTA of histology-independent therapies and they will be evaluated using standard HTA, as there currently is no evidence suggesting the standard HTA framework is not appropriate. A number of questions proposed to help guide HTA bodies when assessing the appropriateness of local processes to optimally evaluate histology-independent therapies. Pragmatic solutions are further proposed to decrease uncertainty in the benefits of histology independent therapies as well as fill gaps in comparative evidence. The proposed solutions ensure a consistent and streamlined approach to evaluation across histology-independent products, although with varying strengths and limitations. Alongside these solutions, sponsors should engage early with HTA bodies/payers and regulatory agencies through parallel/joint scientific advice to facilitate the integration of both regulatory and HTA perspectives into one clinical development programme, potentially reconciling evidence requirements.
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Affiliation(s)
| | | | | | | | | | | | | | - Jürgen Wolf
- Center for Integrated Oncology, University Hospital Cologne, Cologne, Germany
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9
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Wu X, Wu C(I, Liu F, Zhou H, Chen C. A Generalized Framework of Optimal Two-Stage Designs for Exploratory Basket Trials. Stat Biopharm Res 2021. [DOI: 10.1080/19466315.2021.1906741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Xiaoqiang Wu
- Department of Statistics, Florida State University, Tallahassee, FL
| | - Cai (Iris) Wu
- Biostatistics and Research Decision Sciences, Merck & Co., Inc., Kenilworth, NJ
| | - Fang Liu
- Biostatistics and Research Decision Sciences, Merck & Co., Inc., Kenilworth, NJ
| | - Heng Zhou
- Biostatistics and Research Decision Sciences, Merck & Co., Inc., Kenilworth, NJ
| | - Cong Chen
- Biostatistics and Research Decision Sciences, Merck & Co., Inc., Kenilworth, NJ
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10
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He X, Jiao XD, Liu K, Qin BD, Wu Y, Ling Y, Liu J, Xu AQ, Song K, Zang YS. Clinical Responses to Crizotinib, Alectinib, and Lorlatinib in a Metastatic Colorectal Carcinoma Patient With ALK Gene Rearrangement: A Case Report. JCO Precis Oncol 2021; 5:PO.20.00534. [PMID: 34036227 PMCID: PMC8140796 DOI: 10.1200/po.20.00534] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 02/21/2021] [Accepted: 03/17/2021] [Indexed: 01/06/2023] Open
Affiliation(s)
- Xi He
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Xiao-Dong Jiao
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Ke Liu
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Bao-Dong Qin
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Ying Wu
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Yan Ling
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Jun Liu
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - A-Qiao Xu
- Shaoxing Central Hospital, Shaoxing, Zhejiang Province, China
| | - Kun Song
- Shaoxing People's Hospital, Shaoxing, Zhejiang Province, China
| | - Yuan-Sheng Zang
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
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11
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Lam SW, Kostine M, de Miranda NFCC, Schöffski P, Lee CJ, Morreau H, Bovée JVMG. Mismatch repair deficiency is rare in bone and soft tissue tumors. Histopathology 2021; 79:509-520. [PMID: 33825202 PMCID: PMC8518745 DOI: 10.1111/his.14377] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 03/25/2021] [Accepted: 03/30/2021] [Indexed: 12/19/2022]
Abstract
Introduction There has been an increased demand for mismatch repair (MMR) status testing in sarcoma patients after the success of immune checkpoint inhibition (ICI) in MMR deficient tumors. However, data on MMR deficiency in bone and soft tissue tumors is sparse, rendering it unclear if routine screening should be applied. Hence, we aimed to study the frequency of MMR deficiency in bone and soft tissue tumors after we were prompted by two (potential) Lynch syndrome patients developing sarcomas. Methods Immunohistochemical expression of MLH1, PMS2, MSH2 and MSH6 was assessed on tissue micro arrays (TMAs), and included 353 bone and 539 soft tissue tumors. Molecular data was either retrieved from reports or microsatellite instability (MSI) analysis was performed. In MLH1 negative cases, additional MLH1 promoter hypermethylation analysis followed. Furthermore, a systematic literature review on MMR deficiency in bone and soft tissue tumors was conducted. Results Eight MMR deficient tumors were identified (1%), which included four leiomyosarcoma, two rhabdomyosarcoma, one malignant peripheral nerve sheath tumor and one radiation‐associated sarcoma. Three patients were suspected for Lynch syndrome. Literature review revealed 30 MMR deficient sarcomas, of which 33% were undifferentiated/unclassifiable sarcomas. 57% of the patients were genetically predisposed. Conclusion MMR deficiency is rare in bone and soft tissue tumors. Screening focusing on tumors with myogenic differentiation, undifferentiated/unclassifiable sarcomas and in patients with a genetic predisposition / co‐occurrence of other malignancies can be helpful in identifying patients potentially eligible for ICI.
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Affiliation(s)
- Suk Wai Lam
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - Marie Kostine
- Department of Rheumatology, Centre Hospitalier Universitaire de Bordeaux Groupe hospitalier Pellegrin, Bordeaux, France
| | | | - Patrick Schöffski
- Department of General Medical Oncology, University Hospitals Leuven, Leuven Cancer Institute, Leuven, Belgium.,Department of Oncology, KU Leuven, Laboratory of Experimental Oncology, Leuven, Belgium
| | - Che-Jui Lee
- Department of General Medical Oncology, University Hospitals Leuven, Leuven Cancer Institute, Leuven, Belgium.,Department of Oncology, KU Leuven, Laboratory of Experimental Oncology, Leuven, Belgium
| | - Hans Morreau
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - Judith V M G Bovée
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
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12
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Kreutzer FP, Meinecke A, Schmidt K, Fiedler J, Thum T. Alternative strategies in cardiac preclinical research and new clinical trial formats. Cardiovasc Res 2021; 118:746-762. [PMID: 33693475 PMCID: PMC7989574 DOI: 10.1093/cvr/cvab075] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 03/03/2021] [Indexed: 02/07/2023] Open
Abstract
An efficient and safe drug development process is crucial for the establishment of new drugs on the market aiming to increase quality of life and life-span of our patients. Despite technological advances in the past decade, successful launches of drug candidates per year remain low. We here give an overview about some of these advances and suggest improvements for implementation to boost preclinical and clinical drug development with a focus on the cardiovascular field. We highlight advantages and disadvantages of animal experimentation and thoroughly review alternatives in the field of three-dimensional cell culture as well as preclinical use of spheroids and organoids. Microfluidic devices and their potential as organ-on-a-chip systems, as well as the use of living animal and human cardiac tissues are additionally introduced. In the second part, we examine recent gold standard randomized clinical trials and present possible modifications to increase lead candidate throughput: adaptive designs, master protocols, and drug repurposing. In silico and N-of-1 trials have the potential to redefine clinical drug candidate evaluation. Finally, we briefly discuss clinical trial designs during pandemic times.
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Affiliation(s)
- Fabian Philipp Kreutzer
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany
| | - Anna Meinecke
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany
| | - Kevin Schmidt
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany
| | - Jan Fiedler
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany.,REBIRTH Center for Translational Regenerative Medicine, Hannover Medical School, Hannover, Germany.,Fraunhofer Institute for Toxicology and Experimental Medicine (ITEM), Hannover, Germany
| | - Thomas Thum
- Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Hannover, Germany.,REBIRTH Center for Translational Regenerative Medicine, Hannover Medical School, Hannover, Germany.,Fraunhofer Institute for Toxicology and Experimental Medicine (ITEM), Hannover, Germany
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13
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Selvam P, Hsiao MC, Omerza G, Bergeron D, Rowe S, Uvalic J, Soucy M, Peracchio M, Burns S, Meyers B, Prego M, Nie Q, Ananda G, Chandok H, Kelly K, Hesse A, Reddi HV. Mutation Yield of a Custom 212-Gene Next-Generation Sequencing Panel for Solid Tumors: Clinical Experience of the First 260 Cases Tested Using the JAX ActionSeq™ Assay. Mol Diagn Ther 2021; 24:103-111. [PMID: 31754995 DOI: 10.1007/s40291-019-00435-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
OBJECTIVE The study aimed to retrospectively evaluate the positive yield rate of a custom 212-gene next-generation sequencing (NGS) panel, the JAX ActionSeq™ assay, used in molecular profiling of solid tumors for precision medicine. METHODS We evaluated 261 cases tested over a 24-month period including cancers across 24 primary tissue types and report on the mutation yield in these cases. RESULTS Thirty-three of the 261 cases (13%) had no detectable clinically significant variants. In the remaining 228 cases (87%), we identified 550 clinically significant variants in 88 of the 212 genes, with four of fewer clinically significant variants being detected in 62 of 88 genes (70%). TP53 had the highest number of variants (125), followed by APC (47), KRAS (47), ARID1A (20), PIK3CA (20) and EGFR (18). There were 38 tier I and 512 tier II variants, with two genes having only a tier I variant, seven genes having both a tier I and tier II variant, and 79 genes having at least one tier II variant. Overall, the ActionSeq™ assay detected clinically significant variants in 42% of the genes included in the panel (88/212), 68% of which (60/88) were detected in more than one tumor type. CONCLUSIONS This study demonstrates that of the genes with documented involvement in cancer, only a limited number are currently clinically significant from a therapeutic, diagnostic and/or prognostic perspective.
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Affiliation(s)
| | | | | | | | - Shannon Rowe
- , 10 Discovery Drive, Farmington, CT, 06032, USA
| | | | | | | | - Shelbi Burns
- , 10 Discovery Drive, Farmington, CT, 06032, USA
| | | | | | - Qian Nie
- , 10 Discovery Drive, Farmington, CT, 06032, USA
| | | | | | - Kevin Kelly
- , 10 Discovery Drive, Farmington, CT, 06032, USA
| | - Andrew Hesse
- , 10 Discovery Drive, Farmington, CT, 06032, USA
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14
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Guo JJ, Jiao XD, Wu Y, Qin BD, Liu K, Zang YS. Response to Pyrotinib in a Chinese Patient with Bone-Metastatic Scrotal Paget's Disease Harboring Triple Uncommon HER2 Mutation: A Case Report. Onco Targets Ther 2020; 13:6289-6293. [PMID: 32753879 PMCID: PMC7342492 DOI: 10.2147/ott.s244814] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Accepted: 02/26/2020] [Indexed: 12/16/2022] Open
Abstract
Background Previous studies have suggested the efficacy of HER2 antibody (trastuzumab) in scrotal Paget’s disease with HER2 amplification or overexpression. However, no report about the effectiveness of HER2 inhibitor (pyrotinib) in those patients has been provided until now. Case Presentation We present a case of a Chinese patient with bone-metastatic scrotal Paget’s disease harboring triple uncommon HER2 mutations (R678Q/S310Y/S310F). Due to poor conditions (severe anemia, thrombocytopenia, ECOG PS3), this patient could not tolerate traditional chemotherapy and radiotherapy. Then, the patient participated in a registered clinical trial (NCT03239015) about basket trial for intractable cancer. The patient received pyrotinib (400 mg po qd) and achieved a partial response for 4.0 months. Conclusion This is the first report describing a patient with scrotal Paget’s disease harboring triple uncommon HER2 mutation who responds well to pyrotinib. This case suggested that HER2 mutation is also a potential biomarker for treatment in extramammary Paget’s disease and pyrotinib may be an ideal choice for these patients.
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Affiliation(s)
- Jin-Ju Guo
- Department of Medical Oncology, Changzheng Hospital, Second Military Medical University, Shanghai 200072, People's Republic of China.,Department of Medical Oncology, People's Hospital of Qianshan County, Jiangxi 334500, People's Republic of China
| | - Xiao-Dong Jiao
- Department of Medical Oncology, Changzheng Hospital, Second Military Medical University, Shanghai 200072, People's Republic of China
| | - Ying Wu
- Department of Medical Oncology, Changzheng Hospital, Second Military Medical University, Shanghai 200072, People's Republic of China
| | - Bao-Dong Qin
- Department of Medical Oncology, Changzheng Hospital, Second Military Medical University, Shanghai 200072, People's Republic of China
| | - Ke Liu
- Department of Medical Oncology, Changzheng Hospital, Second Military Medical University, Shanghai 200072, People's Republic of China
| | - Yuan-Sheng Zang
- Department of Medical Oncology, Changzheng Hospital, Second Military Medical University, Shanghai 200072, People's Republic of China
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15
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Mallappallil M, Sabu J, Gruessner A, Salifu M. A review of big data and medical research. SAGE Open Med 2020; 8:2050312120934839. [PMID: 32637104 PMCID: PMC7323266 DOI: 10.1177/2050312120934839] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2019] [Accepted: 05/21/2020] [Indexed: 12/11/2022] Open
Abstract
Universally, the volume of data has increased, with the collection rate doubling every 40 months, since the 1980s. "Big data" is a term that was introduced in the 1990s to include data sets too large to be used with common software. Medicine is a major field predicted to increase the use of big data in 2025. Big data in medicine may be used by commercial, academic, government, and public sectors. It includes biologic, biometric, and electronic health data. Examples of biologic data include biobanks; biometric data may have individual wellness data from devices; electronic health data include the medical record; and other data demographics and images. Big data has also contributed to the changes in the research methodology. Changes in the clinical research paradigm has been fueled by large-scale biological data harvesting (biobanks), which is developed, analyzed, and managed by cheaper computing technology (big data), supported by greater flexibility in study design (real-world data) and the relationships between industry, government regulators, and academics. Cultural changes along with easy access to information via the Internet facilitate ease of participation by more people. Current needs demand quick answers which may be supplied by big data, biobanks, and changes in flexibility in study design. Big data can reveal health patterns, and promises to provide solutions that have previously been out of society's grasp; however, the murkiness of international laws, questions of data ownership, public ignorance, and privacy and security concerns are slowing down the progress that could otherwise be achieved by the use of big data. The goal of this descriptive review is to create awareness of the ramifications for big data and to encourage readers that this trend is positive and will likely lead to better clinical solutions, but, caution must be exercised to reduce harm.
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Affiliation(s)
| | - Jacob Sabu
- State University of New York at Downstate, Brooklyn, NY, USA
| | | | - Moro Salifu
- State University of New York at Downstate, Brooklyn, NY, USA
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16
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Pestana RC, Sen S, Hobbs BP, Hong DS. Histology-agnostic drug development - considering issues beyond the tissue. Nat Rev Clin Oncol 2020; 17:555-568. [PMID: 32528101 DOI: 10.1038/s41571-020-0384-0] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/29/2020] [Indexed: 12/25/2022]
Abstract
With advances in tumour biology and immunology that continue to refine our understanding of cancer, therapies are now being developed to treat cancers on the basis of specific molecular alterations and markers of immune phenotypes that transcend specific tumour histologies. With the landmark approvals of pembrolizumab for the treatment of patients whose tumours have high microsatellite instability and larotrectinib and entrectinib for those harbouring NTRK fusions, a regulatory pathway has been created to facilitate the approval of histology-agnostic indications. Negative results presented in the past few years, however, highlight the intrinsic complexities faced by drug developers pursuing histology-agnostic therapeutic agents. When patient selection and statistical analysis involve multiple potentially heterogeneous histologies, guidance is needed to navigate the challenges posed by trial design. Additionally, as new therapeutic agents are tested and post-approval data become available, the regulatory framework for acting on these data requires further optimization. In this Review, we summarize the development and testing of approved histology-agnostic therapeutic agents and present data on other agents currently under development. Finally, we discuss the challenges intrinsic to histology-agnostic drug development in oncology, including biological, regulatory, design and statistical considerations.
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Affiliation(s)
- Roberto Carmagnani Pestana
- Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.,Centro de Oncologia e Hematologia Einstein Familia Dayan-Daycoval, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Shiraj Sen
- Sarah Cannon Research Institute, Denver, CO, USA
| | - Brian P Hobbs
- Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - David S Hong
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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17
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Cancer Classification at the Crossroads. Cancers (Basel) 2020; 12:cancers12040980. [PMID: 32326638 PMCID: PMC7226085 DOI: 10.3390/cancers12040980] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2020] [Revised: 04/13/2020] [Accepted: 04/14/2020] [Indexed: 01/24/2023] Open
Abstract
Internationally accepted classifications of malignant tumors, developed by the World Health Organization (WHO) and the Union for International Cancer Control (UICC), are based on the histotype, site of origin, morphologic grade, and spread of cancer throughout the body. The WHO classifications are the foundation of cancer diagnosis and the starting point for cancer management. Starting in 2000, the WHO classifications began to include biologic and molecular–genetic features. These developments are having a strong impact on cancer diagnosis and treatment, and this impact is amplifying, given the advances in cancer genomics. Molecular–genetic profiling can be used to refine existing classifications of tumors and, for a small but increasing number of cancers, even determine the treatment irrespective of histotype. Here I discuss how cancer classifications may change in the era of cancer genomics.
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