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Zhang W, Schmitz AA, Kallionpää RE, Perälä M, Pitkänen N, Tukiainen M, Alanne E, Jöhrens K, Schulze-Rath R, Farahmand B, Zong J. Neurotrophic tyrosine receptor kinase gene fusions in adult and pediatric patients with solid tumors: a clinicogenomic biobank and record linkage study of expression frequency and patient characteristics from Finland. Acta Oncol 2024; 63:542-551. [PMID: 38967220 PMCID: PMC11332464 DOI: 10.2340/1651-226x.2024.26452] [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: 11/16/2023] [Accepted: 05/14/2024] [Indexed: 07/06/2024]
Abstract
BACKGROUND Neurotrophic tyrosine receptor kinase (NTRK) gene fusions are oncogenic drivers. Using the Auria Biobank in Finland, we aimed to identify and characterize patients with these gene fusions, and describe their clinical and tumor characteristics, treatments received, and outcomes. MATERIAL AND METHODS We evaluated pediatrics with any solid tumor type and adults with colorectal cancer (CRC), non-small cell lung cancer (NSCLC), sarcoma, or salivary gland cancer. We determined tropomyosin receptor kinase (TRK) protein expression by pan-TRK immunohistochemistry (IHC) staining of tumor samples from the Auria Biobank, scored by a certified pathologist. NTRK gene fusion was confirmed by next generation sequencing (NGS). All 2,059 patients were followed-up starting 1 year before their cancer diagnosis. RESULTS Frequency of NTRK gene fusion tumors was 3.1% (4/127) in pediatrics, 0.7% (8/1,151) for CRC, 0.3% (1/288) for NSCLC, 0.9% (1/114) for salivary gland cancer, and 0% (0/379) for sarcoma. Among pediatrics there was one case each of fibrosarcoma (TPM3::NTRK1), Ewing's sarcoma (LPPR1::NTRK2), primitive neuroectodermal tumor (DAB2IP::NTRK2), and papillary thyroid carcinoma (RAD51B::NTRK3). Among CRC patients, six harbored tumors with NTRK1 fusions (three fused with TPM3), one harbored a NTRK3::GABRG1 fusion, and the other a NTRK2::FXN/LPPR1 fusion. Microsatellite instability was higher in CRC patients with NTRK gene fusion tumors versus wild-type tumors (50.0% vs. 4.4%). Other detected fusions were SGCZ::NTRK3 (NSCLC) and ETV6::NTRK3 (salivary gland cancer). Four patients (three CRC, one NSCLC) received chemotherapy; one patient (with CRC) received radiotherapy. CONCLUSION NTRK gene fusions are rare in adult CRC, NSCLC, salivary tumors, sarcoma, and pediatric solid tumors.
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Affiliation(s)
| | | | - Roosa E Kallionpää
- Auria Biobank, University of Turku and Turku University Hospital, Turku, Finland
| | - Merja Perälä
- Auria Biobank, University of Turku and Turku University Hospital, Turku, Finland
| | - Niina Pitkänen
- Auria Biobank, University of Turku and Turku University Hospital, Turku, Finland
| | - Mikko Tukiainen
- Auria Biobank, University of Turku and Turku University Hospital, Turku, Finland
| | - Erika Alanne
- Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland; Western Finland Cancer Centre, Turku, Finland
| | - Korinna Jöhrens
- Dresden University Hospital, Technical University Dresden, Dresden, Germany
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Shi J, Guo X, Liu C, Wang Y, Chen X, Wu G, Ding J, Zhang T. Molecular insight into the potential functional role of pseudoenzyme GFOD1 via interaction with NKIRAS2. Acta Biochim Biophys Sin (Shanghai) 2024. [PMID: 38946427 DOI: 10.3724/abbs.2024105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/02/2024] Open
Abstract
The glucose-fructose oxidoreductase/inositol dehydrogenase/rhizopine catabolism protein (Gfo/Idh/MocA) family includes a variety of oxidoreductases with a wide range of substrates that utilize NAD or NADP as redox cofactor. Human contains two members of this family, namely glucose-fructose oxidoreductase domain-containing protein 1 and 2 (GFOD1 and GFOD2). While GFOD1 exhibits low tissue specificity, it is notably expressed in the brain, potentially linked to psychiatric disorders and severe diseases. Nevertheless, the specific function, cofactor preference, and enzymatic activity of GFOD1 remain largely unknown. In this work, we find that GFOD1 does not bind to either NAD or NADP. Crystal structure analysis unveils that GFOD1 exists as a typical homodimer resembling other family members, but lacks essential residues required for cofactor binding, suggesting that it may function as a pseudoenzyme. Exploration of GFOD1-interacting partners in proteomic database identifies NK-κB inhibitor-interacting Ras-like 2 (NKIRAS2) as one potential candidate. Co-immunoprecipitation (co-IP) analysis indicates that GFOD1 interacts with both GTP- and GDP-bound forms of NKIRAS2. The predicted structural model of the GFOD1-NKIRAS2 complex is validated in cells using point mutants and shows that GFOD1 selectively recognizes the interswitch region of NKIRAS2. These findings reveal the distinct structural properties of GFOD1 and shed light on its potential functional role in cellular processes.
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Affiliation(s)
- Jiawen Shi
- Institute of Geriatrics, Affiliated Nantong Hospital of Shanghai University, Sixth People's Hospital of Nantong, Shanghai Engineering Research Center of Organ Repair, School of Medicine, Shanghai University, Nantong 226011, China
| | - Xinyi Guo
- Institute of Geriatrics, Affiliated Nantong Hospital of Shanghai University, Sixth People's Hospital of Nantong, Shanghai Engineering Research Center of Organ Repair, School of Medicine, Shanghai University, Nantong 226011, China
| | - Chan Liu
- Institute of Geriatrics, Affiliated Nantong Hospital of Shanghai University, Sixth People's Hospital of Nantong, Shanghai Engineering Research Center of Organ Repair, School of Medicine, Shanghai University, Nantong 226011, China
| | - Yilun Wang
- Institute of Geriatrics, Affiliated Nantong Hospital of Shanghai University, Sixth People's Hospital of Nantong, Shanghai Engineering Research Center of Organ Repair, School of Medicine, Shanghai University, Nantong 226011, China
| | - Xiaobao Chen
- Institute of Geriatrics, Affiliated Nantong Hospital of Shanghai University, Sixth People's Hospital of Nantong, Shanghai Engineering Research Center of Organ Repair, School of Medicine, Shanghai University, Nantong 226011, China
| | - Guihua Wu
- Institute of Geriatrics, Affiliated Nantong Hospital of Shanghai University, Sixth People's Hospital of Nantong, Shanghai Engineering Research Center of Organ Repair, School of Medicine, Shanghai University, Nantong 226011, China
| | - Jianping Ding
- State Key Laboratory of Molecular 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, China
| | - Tianlong Zhang
- Institute of Geriatrics, Affiliated Nantong Hospital of Shanghai University, Sixth People's Hospital of Nantong, Shanghai Engineering Research Center of Organ Repair, School of Medicine, Shanghai University, Nantong 226011, China
- China-Japan Friendship Medical Research Institute, Shanghai University, Shanghai 200444, China
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Hernandez S, Conde E, Molero A, Suarez-Gauthier A, Martinez R, Alonso M, Plaza C, Camacho C, Chantada D, Juaneda-Magdalena L, Garcia-Toro E, Saiz-Lopez P, Rojo F, Abad M, Boni V, Del Carmen S, Regojo RM, Sanchez-Frias ME, Teixido C, Paz-Ares L, Lopez-Rios F. Efficient Identification of Patients With NTRK Fusions Using a Supervised Tumor-Agnostic Approach. Arch Pathol Lab Med 2024; 148:318-326. [PMID: 37270803 DOI: 10.5858/arpa.2022-0443-oa] [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: 02/21/2023] [Indexed: 06/06/2023]
Abstract
CONTEXT.— The neurotrophic tropomyosin receptor kinase (NTRK) family gene rearrangements have been recently incorporated as predictive biomarkers in a "tumor-agnostic" manner. However, the identification of these patients is extremely challenging because the overall frequency of NTRK fusions is below 1%. Academic groups and professional organizations have released recommendations on the algorithms to detect NTRK fusions. The European Society for Medical Oncology proposal encourages the use of next-generation sequencing (NGS) if available, or alternatively immunohistochemistry (IHC) could be used for screening with NGS confirmation of all positive IHC results. Other academic groups have included histologic and genomic information in the testing algorithm. OBJECTIVE.— To apply some of these triaging strategies for a more efficient identification of NTRK fusions within a single institution, so pathologists can gain practical insight on how to start looking for NTRK fusions. DESIGN.— A multiparametric strategy combining histologic (secretory carcinomas of the breast and salivary gland; papillary thyroid carcinomas; infantile fibrosarcoma) and genomic (driver-negative non-small cell lung carcinomas, microsatellite instability-high colorectal adenocarcinomas, and wild-type gastrointestinal stromal tumors) triaging was put forward. RESULTS.— Samples from 323 tumors were stained with the VENTANA pan-TRK EPR17341 Assay as a screening method. All positive IHC cases were simultaneously studied by 2 NGS tests, Oncomine Comprehensive Assay v3 and FoundationOne CDx. With this approach, the detection rate of NTRK fusions was 20 times higher (5.57%) by only screening 323 patients than the largest cohort in the literature (0.30%) comprising several hundred thousand patients. CONCLUSIONS.— Based on our findings, we propose a multiparametric strategy (ie, "supervised tumor-agnostic approach") when pathologists start searching for NTRK fusions.
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Affiliation(s)
- Susana Hernandez
- From the Department of Pathology, 12 de Octubre University Hospital, Research Institute 12 de Octubre University Hospital (i+12), Madrid, Spain (Hernandez, Alonso)
| | - Esther Conde
- the Department of Pathology, 12 de Octubre University Hospital, Universidad Complutense de Madrid, Research Institute 12 de Octubre University Hospital (i+12), CIBERONC, Madrid, Spain (Conde, Lopez-Rios)
| | - Aida Molero
- the Department of Pathology, Segovia General Hospital, Segovia, Spain (Molero)
| | - Ana Suarez-Gauthier
- the Department of Pathology, Jimenez Diaz Foundation University Hospital, Madrid, Spain (Suarez-Gauthier)
| | - Rebeca Martinez
- the Department of Pathology, Health Diagnostic-Grupo Quiron Salud, Madrid, Spain (Martinez)
| | - Marta Alonso
- From the Department of Pathology, 12 de Octubre University Hospital, Research Institute 12 de Octubre University Hospital (i+12), Madrid, Spain (Hernandez, Alonso)
| | - Carlos Plaza
- the Department of Pathology, Clinico San Carlos University Hospital, Madrid, Spain (Plaza)
| | - Carmen Camacho
- the Department of Pathology, Insular Materno-Infantil University Hospital, Las Palmas de Gran Canaria, Spain (Camacho)
| | - Debora Chantada
- the Department of Pathology, Alvaro Cunqueiro Hospital, Vigo, Spain (Chantada, Juaneda-Magdalena)
| | - Laura Juaneda-Magdalena
- the Department of Pathology, Alvaro Cunqueiro Hospital, Vigo, Spain (Chantada, Juaneda-Magdalena)
| | - Enrique Garcia-Toro
- the Department of Pathology, Burgos University Hospital, Burgos, Spain (Garcia-Toro, Saiz-Lopez)
| | - Patricia Saiz-Lopez
- the Department of Pathology, Burgos University Hospital, Burgos, Spain (Garcia-Toro, Saiz-Lopez)
| | - Federico Rojo
- the Institute of Health Research-Jimenez Diaz Foundation, CIBERONC, Madrid, Spain (Rojo)
| | - Mar Abad
- the Department of Pathology, Salamanca University Hospital, Salamanca, Spain (Abad)
| | - Valentina Boni
- NEXT Oncology Madrid, Quiron Salud Madrid University Hospital, Madrid, Spain (Boni)
| | - Sofia Del Carmen
- the Department of Pathology, Marques de Valdecilla University Hospital, Santander, Spain (del Carmen)
| | - Rita Maria Regojo
- the Department of Pathology, La Paz University Hospital, Madrid, Spain (Regojo)
| | | | - Cristina Teixido
- the Department of Pathology, Thoracic Oncology Unit, Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain (Teixido)
| | - Luis Paz-Ares
- the Department of Oncology, 12 de Octubre University Hospital, Department of Medicine, Universidad Complutense de Madrid, Research Institute 12 de Octubre University Hospital (i+12), CIBERONC, Madrid, Spain (Paz-Ares)
| | - Fernando Lopez-Rios
- the Department of Pathology, 12 de Octubre University Hospital, Universidad Complutense de Madrid, Research Institute 12 de Octubre University Hospital (i+12), CIBERONC, Madrid, Spain (Conde, Lopez-Rios)
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Hasegawa N, Hayashi T, Niizuma H, Kikuta K, Imanishi J, Endo M, Ikeuchi H, Sasa K, Sano K, Hirabayashi K, Takagi T, Ishijima M, Kato S, Kohsaka S, Saito T, Suehara Y. Detection of Novel Tyrosine Kinase Fusion Genes as Potential Therapeutic Targets in Bone and Soft Tissue Sarcomas Using DNA/RNA-based Clinical Sequencing. Clin Orthop Relat Res 2024; 482:549-563. [PMID: 38014853 PMCID: PMC10871756 DOI: 10.1097/corr.0000000000002901] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 11/15/2023] [Indexed: 11/29/2023]
Abstract
BACKGROUND Approximately 1% of clinically treatable tyrosine kinase fusions, including anaplastic lymphoma kinase, neurotrophic tyrosine receptor kinase, RET proto-oncogene, and ROS proto-oncogene 1, have been identified in soft tissue sarcomas via comprehensive genome profiling based on DNA sequencing. Histologic tumor-specific fusion genes have been reported in approximately 20% of soft tissue sarcomas; however, unlike tyrosine kinase fusion genes, these fusions cannot be directly targeted in therapy. Approximately 80% of tumor-specific fusion-negative sarcomas, including myxofibrosarcoma and leiomyosarcoma, that are defined in complex karyotype sarcomas remain genetically uncharacterized; this mutually exclusive pattern of mutations suggests that other mutually exclusive driver oncogenes are yet to be discovered. Tumor-specific, fusion-negative sarcomas may be associated with unique translocations, and oncogenic fusion genes, including tyrosine kinase fusions, may have been overlooked in these sarcomas. QUESTIONS/PURPOSES (1) Can DNA- or RNA-based analysis reveal any characteristic gene alterations in bone and soft tissue sarcomas? (2) Can useful and potential tyrosine kinase fusions in tumors from tumor-specific, fusion-negative sarcomas be detected using an RNA-based screening system? (3) Do the identified potential fusion tumors, especially in neurotrophic tyrosine receptor kinase gene fusions in bone sarcoma, transform cells and respond to targeted drug treatment in in vitro assays? (4) Can the identified tyrosine kinase fusion genes in sarcomas be useful therapeutic targets? METHODS Between 2017 and 2020, we treated 100 patients for bone and soft tissue sarcomas at five institutions. Any biopsy or surgery from which a specimen could be obtained was included as potentially eligible. Ninety percent (90 patients) of patients were eligible; a further 8% (8 patients) were excluded because they were either lost to follow-up or their diagnosis was changed, leaving 82% (82 patients) for analysis here. To answer our first and second questions regarding gene alterations and potential tyrosine kinase fusions in eight bone and 74 soft tissue sarcomas, we used the TruSight Tumor 170 assay to detect mutations, copy number variations, and gene fusions in the samples. To answer our third question, we performed functional analyses involving in vitro assays to determine whether the identified tyrosine kinase fusions were associated with oncogenic abilities and drug responses. Finally, to determine usefulness as therapeutic targets, two pediatric patients harboring an NTRK fusion and an ALK fusion were treated with tyrosine kinase inhibitors in clinical trials. RESULTS DNA/RNA-based analysis demonstrated characteristic alterations in bone and soft tissue sarcomas; DNA-based analyses detected TP53 and copy number alterations of MDM2 and CDK4 . These single-nucleotide variants and copy number variations were enriched in specific fusion-negative sarcomas. RNA-based screening detected fusion genes in 24% (20 of 82) of patients. Useful potential fusions were detected in 19% (11 of 58) of tumor-specific fusion-negative sarcomas, with nine of these patients harboring tyrosine kinase fusion genes; five of these patients had in-frame tyrosine kinase fusion genes ( STRN3-NTRK3, VWC2-EGFR, ICK-KDR, FOXP2-MET , and CEP290-MET ) with unknown pathologic significance. The functional analysis revealed that STRN3-NTRK3 rearrangement that was identified in bone had a strong transforming potential in 3T3 cells, and that STRN3-NTRK3 -positive cells were sensitive to larotrectinib in vitro. To confirm the usefulness of identified tyrosine kinase fusion genes as therapeutic targets, patients with well-characterized LMNA-NTRK1 and CLTC-ALK fusions were treated with tyrosine kinase inhibitors in clinical trials, and a complete response was achieved. CONCLUSION We identified useful potential therapeutic targets for tyrosine kinase fusions in bone and soft tissue sarcomas using RNA-based analysis. We successfully identified STRN3-NTRK3 fusion in a patient with leiomyosarcoma of bone and determined the malignant potential of this fusion gene via functional analyses and drug effects. In light of these discoveries, comprehensive genome profiling should be considered even if the sarcoma is a bone sarcoma. There seem to be some limitations regarding current DNA-based comprehensive genome profiling tests, and it is important to use RNA testing for proper diagnosis and accurate identification of fusion genes. Studies on more patients, validation of results, and further functional analysis of unknown tyrosine kinase fusion genes are required to establish future treatments. CLINICAL RELEVANCE DNA- and RNA-based screening systems may be useful for detecting tyrosine kinase fusion genes in specific fusion-negative sarcomas and identifying key therapeutic targets, leading to possible breakthroughs in the treatment of bone and soft tissue sarcomas. Given that current DNA sequencing misses fusion genes, RNA-based screening systems should be widely considered as a worldwide test for sarcoma. If standard treatments such as chemotherapy are not effective, or even if the sarcoma is of bone, RNA sequencing should be considered to identify as many therapeutic targets as possible.
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Affiliation(s)
- Nobuhiko Hasegawa
- Department of Medicine for Orthopaedics and Motor Organ, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Division of Cellular Signaling, National Cancer Center Research Institute, Tokyo, Japan
| | - Takuo Hayashi
- Department of Human Pathology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Hidetaka Niizuma
- Department of Pediatrics, Tohoku University School of Medicine, Miyagi, Japan
| | - Kazutaka Kikuta
- Division of Musculoskeletal Oncology and Orthopaedic Surgery, Tochigi Cancer Center, Tochigi, Japan
| | - Jungo Imanishi
- Department of Orthopaedic Surgery, Teikyo University School of Medicine, Tokyo, Japan
- Department of Orthopaedic Oncology and Surgery, Saitama Medical University International Medical Center, Saitama, Japan
| | - Makoto Endo
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Hiroshi Ikeuchi
- Division of Cellular Signaling, National Cancer Center Research Institute, Tokyo, Japan
| | - Keita Sasa
- Department of Medicine for Orthopaedics and Motor Organ, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Kei Sano
- Department of Medicine for Orthopaedics and Motor Organ, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Kaoru Hirabayashi
- Division of Diagnostic Pathology, Tochigi Cancer Center, Tochigi, Japan
| | - Tatsuya Takagi
- Department of Medicine for Orthopaedics and Motor Organ, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Muneaki Ishijima
- Department of Medicine for Orthopaedics and Motor Organ, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Shunsuke Kato
- Department of Clinical Oncology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Shinji Kohsaka
- Division of Cellular Signaling, National Cancer Center Research Institute, Tokyo, Japan
| | - Tsuyoshi Saito
- Department of Human Pathology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Intractable Disease Research Center, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yoshiyuki Suehara
- Department of Medicine for Orthopaedics and Motor Organ, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Division of Cellular Signaling, National Cancer Center Research Institute, Tokyo, Japan
- Intractable Disease Research Center, Juntendo University Graduate School of Medicine, Tokyo, Japan
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Theik NWY, Muminovic M, Alvarez-Pinzon AM, Shoreibah A, Hussein AM, Raez LE. NTRK Therapy among Different Types of Cancers, Review and Future Perspectives. Int J Mol Sci 2024; 25:2366. [PMID: 38397049 PMCID: PMC10889397 DOI: 10.3390/ijms25042366] [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: 01/03/2024] [Revised: 02/05/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024] Open
Abstract
Neurotrophic tyrosine receptor kinase (NTRK) has been a remarkable therapeutic target for treating different malignancies, playing an essential role in oncogenic signaling pathways. Groundbreaking trials like NAVIGATE led to the approval of NTRK inhibitors by the Food and Drug Administration (FDA) to treat different malignancies, significantly impacting current oncology treatment. Accurate detection of NTRK gene fusion becomes very important for possible targeted therapy. Various methods to detect NTRK gene fusion have been applied widely based on sensitivity, specificity, and accessibility. The utility of different tests in clinical practice is discussed in this study by providing insights into their effectiveness in targeting patients who may benefit from therapy. Widespread use of NTRK inhibitors in different malignancies could remain limited due to resistance mechanisms that cause challenges to medication efficacy in addition to common side effects of the medications. This review provides a succinct overview of the application of NTRK inhibitors in various types of cancer by emphasizing the critical clinical significance of NTRK fusion gene detection. The discussion also provides a solid foundation for understanding the current challenges and potential changes for improving the efficacy of NTRK inhibitor therapy to treat different malignancies.
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Affiliation(s)
- Nyein Wint Yee Theik
- Division of Internal Medicine, Memorial Healthcare System, Pembroke Pines, FL 33028, USA; (N.W.Y.T.); (A.S.)
| | - Meri Muminovic
- Memorial Cancer Institute, Memorial Healthcare System, Pembroke Pines, FL 33028, USA;
| | - Andres M. Alvarez-Pinzon
- Memorial Cancer Institute, Office of Human Research, Florida Atlantic University (FAU), Pembroke Pines, FL 33028, USA
| | - Ahmed Shoreibah
- Division of Internal Medicine, Memorial Healthcare System, Pembroke Pines, FL 33028, USA; (N.W.Y.T.); (A.S.)
| | - Atif M. Hussein
- Memorial Cancer Institute, Memorial Healthcare System, Florida Atlantic University (FAU), Pembroke Pines, FL 33028, USA;
| | - Luis E. Raez
- Memorial Cancer Institute, Memorial Healthcare System, Florida Atlantic University (FAU), Pembroke Pines, FL 33028, USA;
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Pan P, Li J, Wang B, Tan X, Yin H, Han Y, Wang H, Shi X, Li X, Xie C, Chen L, Chen L, Bai Y, Li Z, Tian G. Molecular characterization of colorectal adenoma and colorectal cancer via integrated genomic transcriptomic analysis. Front Oncol 2023; 13:1067849. [PMID: 37546388 PMCID: PMC10401844 DOI: 10.3389/fonc.2023.1067849] [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: 10/15/2022] [Accepted: 06/21/2023] [Indexed: 08/08/2023] Open
Abstract
Introduction Colorectal adenoma can develop into colorectal cancer. Determining the risk of tumorigenesis in colorectal adenoma would be critical for avoiding the development of colorectal cancer; however, genomic features that could help predict the risk of tumorigenesis remain uncertain. Methods In this work, DNA and RNA parallel capture sequencing data covering 519 genes from colorectal adenoma and colorectal cancer samples were collected. The somatic mutation profiles were obtained from DNA sequencing data, and the expression profiles were obtained from RNA sequencing data. Results Despite some similarities between the adenoma samples and the cancer samples, different mutation frequencies, co-occurrences, and mutually exclusive patterns were detected in the mutation profiles of patients with colorectal adenoma and colorectal cancer. Differentially expressed genes were also detected between the two patient groups using RNA sequencing. Finally, two random forest classification models were built, one based on mutation profiles and one based on expression profiles. The models distinguished adenoma and cancer samples with accuracy levels of 81.48% and 100.00%, respectively, showing the potential of the 519-gene panel for monitoring adenoma patients in clinical practice. Conclusion This study revealed molecular characteristics and correlations between colorectal adenoma and colorectal cancer, and it demonstrated that the 519-gene panel may be used for early monitoring of the progression of colorectal adenoma to cancer.
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Affiliation(s)
- Peng Pan
- Department of Gastroenterology, Shanghai Changhai Hospital, Shanghai, China
| | - Jingnan Li
- Department of Gastroenterology, Peking Union Medical College Hospital, Beijing, China
| | - Bo Wang
- Department of Science, Geneis Beijing Co., Ltd., Beijing, China
| | - Xiaoyan Tan
- Department of Gastroenterology, Maoming People's Hospital, Maoming, China
| | - Hekun Yin
- Department of Gastroenterology, Jiangmen Central Hospital, Jiangmen, China
| | - Yingmin Han
- Department of Bioinformatics, Boke Biotech Co., Ltd., Wuxi, China
| | - Haobin Wang
- Department of Bioinformatics, Boke Biotech Co., Ltd., Wuxi, China
| | - Xiaoli Shi
- Department of Science, Geneis Beijing Co., Ltd., Beijing, China
| | - Xiaoshuang Li
- Department of Science, Geneis Beijing Co., Ltd., Beijing, China
| | - Cuinan Xie
- Department of Science, Geneis Beijing Co., Ltd., Beijing, China
| | - Longfei Chen
- Department of Science, Geneis Beijing Co., Ltd., Beijing, China
| | - Lanyou Chen
- Department of Science, Geneis Beijing Co., Ltd., Beijing, China
| | - Yu Bai
- Department of Gastroenterology, Shanghai Changhai Hospital, Shanghai, China
| | - Zhaoshen Li
- Department of Gastroenterology, Shanghai Changhai Hospital, Shanghai, China
| | - Geng Tian
- Department of Bioinformatics, Boke Biotech Co., Ltd., Wuxi, China
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7
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Penel N, Lebellec L, Blay JY. Why will there never be a randomized trial for NTRK-rearranged tumors? Ann Oncol 2023; 34:626-628. [PMID: 37068657 DOI: 10.1016/j.annonc.2023.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 04/02/2023] [Indexed: 04/19/2023] Open
Affiliation(s)
- N Penel
- Department of Medical Oncology, Centre Oscar Lambret, Lille, France; University of Lille, CHU Lille, ULR 2694 - Metrics: Evaluation des technologies de santé et des pratiques médicales, Lille, France.
| | - L Lebellec
- Department of Medical Oncology, Centre Oscar Lambret, Lille, France
| | - J-Y Blay
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France; Université Claude Bernard, Lyon, France
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Dufresne A, Pissaloux D, Ngo C, Penel N, Le Cesne A, Macagno N, Vanacker H, Hénon C, Jean-Denis M, Rughoo K, Tirode F, Blay JY, Brahmi M. Natural history and treatment efficacy in an ambispective case series of NTRK-rearranged mesenchymal tumors. ESMO Open 2023; 8:101202. [PMID: 37054503 PMCID: PMC10163158 DOI: 10.1016/j.esmoop.2023.101202] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 02/23/2023] [Accepted: 02/24/2023] [Indexed: 04/15/2023] Open
Abstract
BACKGROUND Apart for infantile fibrosarcoma (IFS), very little is known about NTRK-rearranged mesenchymal tumors (NMTs). The objective of this study is to describe the distribution, characteristics, natural history, and prognosis of NMT. PATIENTS AND METHODS This study was carried out as a translational research program, retrospectively from a cohort of 500 soft tissue sarcoma (STS; excluding IFS) and prospectively both in routine practice and from the RNASARC molecular screening program (N = 188; NCT03375437). RESULTS Using RNA-sequencing, NTRK fusion was detected in 16 patient tumors diagnosed as STS: 8 samples of sarcoma with simple genomics (4 NTRK-rearranged spindle cell neoplasm, 3 ALK/ROS wild-type inflammatory myofibroblastic tumor, and 1 quadruple Wild-type gastrointestinal stromal tumor) and 8 samples of sarcomas with complex genomics (dedifferentiated liposarcoma, intimal sarcoma, leiomyosarcoma, undifferentiated pleomorphic sarcoma, high-grade uterine sarcoma, malignant peripheral nerve sheath tumor). Among the eight patients with simple genomics, four were treated with tyrosine receptor kinase inhibitor (TRKi) at different stages of the disease and all benefited from the treatment, including one complete response. Among the eight other patients, six evolved with metastatic spreading and the median metastatic survival was 21.9 months, as classically reported in these tumor types. Two of them received a first-generation TRKi without objective response. CONCLUSIONS Our study confirms low frequency and histotype diversity of NTRK fusion in STS. While the activity of TRKi in simple genomics NMT is confirmed, our clinical data encourage subsequent studies focusing on the biological relevance of NTRK fusions in sarcomas with complex genomics together with the efficacy of TRKi in this population.
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Affiliation(s)
| | | | - C Ngo
- Gustave Roussy Cancer Campus, Villejuif, France
| | - N Penel
- Department of Medical Oncology, Centre Oscar Lambret, Lille, France; Université de Lille, CHU Lille, ULR 2694 - Metrics: Evaluation des Technologies de Santé et des Pratiques médicales, Lille, France
| | - A Le Cesne
- Gustave Roussy Cancer Campus, Villejuif, France
| | - N Macagno
- Centre Léon Bérard, Lyon, France; Aix-Marseille University, Marmara Institute, INSERM, U1251, MMG, DOD-CET, Marseille, France
| | - H Vanacker
- Centre Léon Bérard, Lyon, France; Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Cancer Research Center of Lyon, Centre Léon Bérard, Lyon, France
| | - C Hénon
- Gustave Roussy Cancer Campus, Villejuif, France
| | | | - K Rughoo
- Centre Léon Bérard, Lyon, France
| | - F Tirode
- Centre Léon Bérard, Lyon, France; Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Cancer Research Center of Lyon, Centre Léon Bérard, Lyon, France
| | - J-Y Blay
- Centre Léon Bérard, Lyon, France; Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Cancer Research Center of Lyon, Centre Léon Bérard, Lyon, France
| | - M Brahmi
- Centre Léon Bérard, Lyon, France
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9
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Vingiani A, Lorenzini D, Conca E, Volpi CC, Trupia DV, Gloghini A, Perrone F, Tamborini E, Dagrada GP, Agnelli L, Capone I, Busico A, Pruneri G. Pan-TRK immunohistochemistry as screening tool for NTRK fusions: A diagnostic workflow for the identification of positive patients in clinical practice. Cancer Biomark 2023; 38:301-309. [PMID: 37545217 DOI: 10.3233/cbm-220357] [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] [Indexed: 08/08/2023]
Abstract
BACKGROUND Pan-TRK inhibitors Entrectinib and Larotrectinib have been recently approved as tumor-agnostic therapies in NTRK1-2-3 rearranged patients and there is therefore an urgent need to identify reliable and accessible biomarkers for capturing NTRK fusions in the real-world practice. OBJECTIVE We aim to assess the analytical validity of the recently released pan-TRK assay (Ventana), running a head-to-head comparison between immunohistochemistry and Archer FusionPlex Lung Panel (ArcherDX) that is designed to detect key fusions in 13 genes, also including NTRK1-3. METHODS Pan-TRK IHC and NGS analysis were conducted on a retrospective/prospective cohort of 124 cancer patients (carcinomas, 93 cases; soft tissue sarcomas, 19; primary central nervous system tumours, 10; and neuroblastomas, 2). FISH data were available in most of the IHC/NGS discordant cases. RESULTS A comparison between IHC and NGS results was carried out in 117 cases: among 30 pan-TRK positive cases, NTRK rearrangement by NGS was found in 11 (37%), while one of the 87 (1.1%) pan-TRK negative cases (a case of NSCLC) showed a TPM3-NRTK1 rearrangement by NGS. Accordingly, sensitivity and specificity of IHC in predicting NTRK status were 91.7% and 81.9%, respectively, while negative (NPV) and positive predictive value (PPV) were 98.8% and 36.7%, respectively. CONCLUSIONS These data lead to suggest that IHC with VENTANA pan-TRK antibody can be a reliable screening tool for the identification of patients potentially bearing NTRK rearranged tumours.
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Affiliation(s)
- Andrea Vingiani
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
- Department of Oncology and Hematoncology, University of Milan, Milan, Italy
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
| | - Daniele Lorenzini
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
| | - Elena Conca
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
| | - Chiara Costanza Volpi
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
| | - Desirè Viola Trupia
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
| | - Annunziata Gloghini
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
| | - Federica Perrone
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
| | - Elena Tamborini
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
| | - Gian Paolo Dagrada
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
| | - Luca Agnelli
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
| | - Iolanda Capone
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
| | - Adele Busico
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
- Department of Oncology and Hematoncology, University of Milan, Milan, Italy
| | - Giancarlo Pruneri
- Department of Diagnostic Innovation, Foundation IRCCS National Cancer Institute, Milan, Italy
- Department of Oncology and Hematoncology, University of Milan, Milan, Italy
- Department of Oncology and Hematoncology, University of Milan, Milan, Italy
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