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Preoperative clinical and tumor genomic features associated with pathologic lymph node metastasis in clinical stage I and II lung adenocarcinoma. NPJ Precis Oncol 2021; 5:70. [PMID: 34290393 PMCID: PMC8295366 DOI: 10.1038/s41698-021-00210-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 06/29/2021] [Indexed: 11/08/2022] Open
Abstract
While next-generation sequencing (NGS) is used to guide therapy in patients with metastatic lung adenocarcinoma (LUAD), use of NGS to determine pathologic LN metastasis prior to surgery has not been assessed. To bridge this knowledge gap, we performed NGS using MSK-IMPACT in 426 treatment-naive patients with clinical N2-negative LUAD. A multivariable logistic regression model that considered preoperative clinical and genomic variables was constructed. Most patients had cN0 disease (85%) with pN0, pN1, and pN2 rates of 80%, 11%, and 9%, respectively. Genes altered at higher rates in pN-positive than in pN-negative tumors were STK11 (p = 0.024), SMARCA4 (p = 0.006), and SMAD4 (p = 0.011). Fraction of genome altered (p = 0.037), copy number amplifications (p = 0.001), and whole-genome doubling (p = 0.028) were higher in pN-positive tumors. Multivariable analysis revealed solid tumor morphology, tumor SUVmax, clinical stage, SMARCA4 and SMAD4 alterations were independently associated with pathologic LN metastasis. Incorporation of clinical and tumor genomic features can identify patients at risk of pathologic LN metastasis; this may guide therapy decisions before surgical resection.
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Sailer V, Eng KW, Zhang T, Bareja R, Pisapia DJ, Sigaras A, Bhinder B, Romanel A, Wilkes D, Sticca E, Cyrta J, Rao R, Sahota S, Pauli C, Beg S, Motanagh S, Kossai M, Fontugne J, Puca L, Rennert H, Xiang JZ, Greco N, Kim R, MacDonald TY, McNary T, Blattner-Johnson M, Schiffman MH, Faltas BM, Greenfield JP, Rickman D, Andreopoulou E, Holcomb K, Vahdat LT, Scherr DS, van Besien K, Barbieri CE, Robinson BD, Fine HA, Ocean AJ, Molina A, Shah MA, Nanus DM, Pan Q, Demichelis F, Tagawa ST, Song W, Mosquera JM, Sboner A, Rubin MA, Elemento O, Beltran H. Integrative Molecular Analysis of Patients With Advanced and Metastatic Cancer. JCO Precis Oncol 2019; 3:PO.19.00047. [PMID: 31592503 PMCID: PMC6778956 DOI: 10.1200/po.19.00047] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
PURPOSE We developed a precision medicine program for patients with advanced cancer using integrative whole-exome sequencing and transcriptome analysis. PATIENTS AND METHODS Five hundred fifteen patients with locally advanced/metastatic solid tumors were prospectively enrolled, and paired tumor/normal sequencing was performed. Seven hundred fifty-nine tumors from 515 patients were evaluated. RESULTS Most frequent tumor types were prostate (19.4%), brain (16.5%), bladder (15.4%), and kidney cancer (9.2%). Most frequently altered genes were TP53 (33%), CDKN2A (11%), APC (10%), KTM2D (8%), PTEN (8%), and BRCA2 (8%). Pathogenic germline alterations were present in 10.7% of patients, most frequently CHEK2 (1.9%), BRCA1 (1.5%), BRCA2 (1.5%), and MSH6 (1.4%). Novel gene fusions were identified, including a RBM47-CDK12 fusion in a metastatic prostate cancer sample. The rate of clinically relevant alterations was 39% by whole-exome sequencing, which was improved by 16% by adding RNA sequencing. In patients with more than one sequenced tumor sample (n = 146), 84.62% of actionable mutations were concordant. CONCLUSION Integrative analysis may uncover informative alterations for an advanced pan-cancer patient population. These alterations are consistent in spatially and temporally heterogeneous samples.
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Affiliation(s)
| | | | - Tuo Zhang
- Weill Cornell Medicine, New York, NY
| | | | | | | | | | | | | | | | | | - Rema Rao
- Weill Cornell Medicine, New York, NY
| | | | | | | | | | | | | | | | | | | | | | - Rob Kim
- Weill Cornell Medicine, New York, NY
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Qiulu Pan
- Weill Cornell Medicine, New York, NY
| | | | | | - Wei Song
- Weill Cornell Medicine, New York, NY
| | | | | | | | | | - Himisha Beltran
- Weill Cornell Medicine, New York, NY,Himisha Beltran, MD, Weill Cornell Medicine, 413 E. 69th Street, New York, NY 10021; e-mail:
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Mori M, Hayashi H, Fukuda M, Honda S, Kitazaki T, Shigematsu K, Matsuyama N, Otsubo M, Nagayasu T, Hashisako M, Tabata K, Uetani M, Ashizawa K. Clinical and computed tomography characteristics of non-small cell lung cancer with ALK gene rearrangement: Comparison with EGFR mutation and ALK/EGFR-negative lung cancer. Thorac Cancer 2019; 10:872-879. [PMID: 30811109 PMCID: PMC6449252 DOI: 10.1111/1759-7714.13017] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2019] [Revised: 01/24/2019] [Accepted: 01/25/2019] [Indexed: 01/12/2023] Open
Abstract
Background The study was conducted to evaluate the clinical and computed tomography (CT) findings of non‐small cell lung cancer (NSCLC) patients to distinguish between ALK gene rearrangement, EGFR mutation, and non‐ALK/EGFR (no genetic abnormalities). Methods We enrolled 201 patients with primary NSCLC who had undergone molecular testing for both ALK gene rearrangement and EGFR mutation. The clinical features and CT findings of the main lesion and associated pulmonary abnormalities were investigated. Results Female gender (P = 0.0043 vs. non‐ALK/EGFR), young age (P = 0.0156 vs. EGFR), and a light or never smoking history (P = 0.0039 vs. non‐ALK/EGFR) were significant clinical characteristics of NSCLC with ALK gene rearrangement. The significant CT characteristics compared to NSCLC with EGFR mutation were a large mass (P = 0.0155), solid mass (P = 0.0048), and no air bronchogram (P = 0.0148). A central location (P = 0.0322) and lymphadenopathy (P = 0.0353) were also more frequently observed. Coexisting emphysema was significantly less frequent in NSCLC patients with ALK gene rearrangement (P = 0.0135) than non‐ALK/EGFR. Conclusions NSCLC with ALK gene rearrangement was more likely to develop in younger women with a light or never smoking history. The characteristic CT findings of NSCLC with ALK gene rearrangement were a large solid mass, less air bronchogram, a central location, and lymphadenopathy.
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Affiliation(s)
- Mio Mori
- Department of Clinical Oncology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Hideyuki Hayashi
- Department of Radiology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Minoru Fukuda
- Clinical Oncology Center, Nagasaki University Hospital, Nagasaki, Japan
| | - Sumihisa Honda
- Department of Publish Health and Nursing, Public Health and Nursing, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Takeshi Kitazaki
- Division of Respiratory Diseases, Department of Internal Medicine, Japanese Red Cross, Nagasaki Genbaku Hospital, Nagasaki, Japan
| | - Kazuto Shigematsu
- Department of Pathology, Japanese Red Cross, Nagasaki Genbaku Hospital, Nagasaki, Japan
| | - Naohiro Matsuyama
- Department of Radiology, The Japanese Red Cross Nagasaki Genbaku Hospital, Nagasaki, Japan
| | - Mayumi Otsubo
- Department of Radiology, The Japanese Red Cross Nagasaki Genbaku Hospital, Nagasaki, Japan
| | - Takeshi Nagayasu
- Division of Surgical Oncology, Translational Medical Sciences, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Mikiko Hashisako
- Department of Pathology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Kazuhiro Tabata
- Department of Pathology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Masataka Uetani
- Department of Radiology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Kazuto Ashizawa
- Department of Clinical Oncology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan.,Clinical Oncology Center, Nagasaki University Hospital, Nagasaki, Japan
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