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A Japanese case of ovarian mucinous adenocarcinoma with germline double variants of MSH2 and BRCA2. J Hum Genet 2023; 68:783-787. [PMID: 37420004 DOI: 10.1038/s10038-023-01178-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 06/05/2023] [Accepted: 06/15/2023] [Indexed: 07/09/2023]
Abstract
Germline double heterozygosity (GDH) is rarely reported in cases of inherited cancer syndromes, and GDH of a mismatch repair gene and BRCA has never been reported in Japan. Nonetheless, the current report demonstrates a case of ovarian mucinous adenocarcinoma with initiated Lynch syndrome (LS)-related surveillance because of a known germline MSH2 variant. Six and a half years after oophorectomy, multiple tumors developed in the patient's lungs, bones, and lymph nodes, and histology results confirmed mucinous adenocarcinoma. Systemic chemotherapy including an anti-PD-L1 antibody was effective for >1 year, but brain metastases developed. Pathology of the brain tumors showed mucinous adenocarcinoma without expression of MSH2 and MSH6, while multi-gene panel testing demonstrated not only high microsatellite instability and a high tumor mutation burden, but also germline BRCA2 variants. Further, germline testing in relatives confirmed both variants were from the paternal line, from which many LS-related cancers develop, but not BRCA-related cancer.
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Prognostic significance of tumor microenvironment assessed by machine learning algorithm in surgically resected non-small cell lung cancer. Cancer Rep (Hoboken) 2023:e1926. [PMID: 37903603 DOI: 10.1002/cnr2.1926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 09/16/2023] [Accepted: 10/16/2023] [Indexed: 11/01/2023] Open
Abstract
BACKGROUND A methodology to assess the immune microenvironment (IME) of non-small cell lung cancer (NSCLC) has not been established, and the prognostic impact of IME factors is not yet clear. AIMS This study aimed to assess the IME factors and evaluate their prognostic values. METHODS AND RESULTS We assessed CD8+ tumor-infiltrating lymphocyte (TIL) density, forkhead box protein P3+ (Foxp3+ ) TIL density, and programmed death receptor ligand-1 (PD-L1) tumor proportion score (TPS) using a machine-learning algorithm in whole-slide imaging (WSI). We dichotomized patients according to TIL density or TPS and compared their clinical outcomes. Between September 2014 and September 2015, 165 patients with NSCLC were enrolled in the study. We assessed IME factors in the epithelium, stroma, and their combination. An improvement in disease-free survival (DFS) was observed in the high CD8+ TIL density group in the epithelium, stroma, and the combination of both. Moreover, the group with high PD-L1 TPS in the epithelium showed better DFS than that with low PD-L1 TPS. In the multivariate analysis, the CD8+ TIL density in the combination of epithelium and stroma and PD-L1 TPS in the epithelium were independent prognostic factors (hazard ratio [HR] = 0.43; 95% confidence interval [CI] = 0.26-0.72; p = .001, HR = 0.49; 95% CI = 0.30-0.81; p = .005, respectively). CONCLUSION Our approach demonstrated that the IME factors are related to survival in patients with NSCLC. The quantitative assessment of IME factors enables to discriminate patients with high risk of recurrence, who can be the candidates for adjuvant therapy. Assessing the CD8+ TIL density in the combination of epithelium and stroma might be more useful than their individual assessment because it is a simple and time-saving analysis of TILs in WSI.
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Whole-genome and Epigenomic Landscapes of Malignant Gastrointestinal Stromal Tumors Harboring KIT Exon 11 557-558 Deletion Mutations. CANCER RESEARCH COMMUNICATIONS 2023; 3:684-696. [PMID: 37377752 PMCID: PMC10124575 DOI: 10.1158/2767-9764.crc-22-0364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 12/12/2022] [Accepted: 03/17/2023] [Indexed: 06/29/2023]
Abstract
Gastrointestinal stromal tumors (GIST) with KIT exon 11 deletions involving in codons 557-558 (KIT Δ557-558) exhibit higher proliferation rates and shorter disease-free survival times compared with GISTs with other KIT exon 11 mutations. We analyzed 30 GIST cases and observed genomic instability and global DNA hypomethylation only in high-risk malignant GISTs with KIT Δ557-558. Whole-genome sequencing revealed that the high-risk malignant GISTs with KIT Δ557-558 (12 cases) had more structural variations (SV), single-nucleotide variants, and insertions and deletions compared with the low-risk, less malignant GISTs with KIT Δ557-558 (six cases) and the high-risk (six cases) or low-risk (6 cases) GISTs with other KIT exon 11 mutations. The malignant GISTs with KIT Δ557-558 showed higher frequency and significance in copy number (CN) reduction on chromosome arms 9p and 22q, and 50% of them had LOH or CN-dependent expression reduction in CDKN2A. In addition, SVs with driver potential were detected in 75% of them, in which AKT3 and MGMT were recurrently identified. Genome-wide DNA methylation and gene expression analyses showed global intergenic DNA hypomethylation, SNAI2 upregulation, and higher expression signatures, including p53 inactivation and chromosomal instability, as characteristics of malignant GISTs with KIT Δ557-558 that distinguished them from other GISTs. These genomic and epigenomic profiling results revealed that KIT Δ557-558 mutations are associated with increased genomic instability in malignant GISTs. Significance We present genomic and epigenomic insights into the malignant progression of GISTs with KIT exon 11 deletions involving in 557-558, demonstrating their unique chromosomal instability and global intergenic DNA hypomethylation.
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The efficacy of a machine learning algorithm for assessing tumour components as a prognostic marker of surgically resected stage IA lung adenocarcinoma. Jpn J Clin Oncol 2023; 53:161-167. [PMID: 36461783 DOI: 10.1093/jjco/hyac176] [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: 06/23/2022] [Accepted: 10/26/2022] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND The importance of the stromal components in tumour progression has been discussed widely, but their prognostic role in small size tumours with lepidic components is not fully understood. Applying digital tissue image analysis to whole-slide imaging may enhance the accuracy and reproducibility of pathological assessment. This study aimed to evaluate the prognostic value of tumour components of lung adenocarcinoma by measuring the dimensions of the tumour consisting elements separately, using a machine learning algorithm. METHODS Between September 2002 and December 2016, 317 patients with surgically resected, pathological stage IA adenocarcinoma with lepidic components were analysed. We assessed the whole tumour area, including the lepidic components, and measured the epithelium, collagen, elastin areas and alveolar air space. We analysed the prognostic impact of each tumour component. RESULTS The dimensions of the epithelium and collagen areas were independent significant risk factors for recurrence-free survival (hazard ratio, 8.38; 95% confidence interval, 1.14-61.88; P = 0.037, and hazard ratio, 2.58; 95% confidence interval, 1.14-5.83; P = 0.022, respectively). According to the subgroup analysis when combining the epithelium and collagen areas as risk factors, patients with tumours consisting of both large epithelium and collagen areas showed significantly poor prognoses (P = 0.002). CONCLUSIONS We assessed tumour components using a machine learning algorithm to stratify the post-operative prognosis of surgically resected stage IA adenocarcinomas. This method might guide the selection of patients with a high risk of recurrence.
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Comparative analysis of tumor content estimation methods based on simu- lated tumor samples identified their impact on somatic variant detection in cancer whole genome sequencing. Biomed Res 2023; 44:161-171. [PMID: 37544737 DOI: 10.2220/biomedres.44.161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
Whole genome sequencing (WGS) in cancer genomics has become widespread with recent technological innovations, and the amount and types of information obtained from WGS are increasing rapidly. Appropriate interpretation of results is becoming increasingly important in clinical applications. This study aimed to evaluate the accuracy of tumor content estimation and its impact on somatic variant detection, using 100 simulated tumor samples covering 10-100% tumor content constructed from the sequencing data of cell line models. Extensive analysis revealed that the estimation results varied among computational analytical methods. Notably, there was a large discrepancy in low tumor content (≤ 30%). The reproducibility decreased in cases wherein chromosome-scale copy number changes were observed in normal cells. The minimum tumor content required to detect somatic alterations was estimated to be 10-30%. Identification of whole genome doubling was achieved with the lowest tumor content, followed by single nucleotide variation/insertion or deletion, structural variation, and copy number variation. Tumor content had a significantly higher impact on the false negatives than the false positives in variant calls. Results should be interpreted cautiously for samples wherein tumor content is a concern. These results can form the basis of developing important guidelines for evaluating cancer WGS.
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Discordance of microsatellite instability and mismatch repair immunochemistry occurs depending on the cancer type. Hum Pathol 2022; 135:54-64. [PMID: 36596344 DOI: 10.1016/j.humpath.2022.12.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Revised: 11/12/2022] [Accepted: 12/27/2022] [Indexed: 01/01/2023]
Abstract
Microsatellite instability (MSI) and deficiency of mismatch repair (dMMR) are key markers for predicting the response of immune checkpoint inhibitors (ICIs) and screening for Lynch syndrome (LS). This study examined the incidences of and factors associated with the concordance of MSI and MMR in human cancers. A total of 518 formalin-fixed cancer tissues were analyzed for MSI and MMR immunohistochemistry (IHC). MSI was analyzed by a PCR-based method using Promega markers. Concordance with MMR expression and factors associated with concordance were analyzed. In 2 colorectal cancer samples, MMR IHC failed due to inadequate staining conditions. In the remaining 516 cancers, a high level of MSI (MSI-H) was identified in 113 cases, and dMMR was identified in 112. The concordance of MSI and MMR IHC was 98.3%. Only 9 cases (4 pancreatobiliary, 3 colorectal, and 2 endometrial cancers) were discordant. Of the 113 MSI-H cases, 4 (3.5%) were proficient MMR (pMMR); of the 403 microsatellite stability (MSS) cases, 5 (1.2%) were dMMR. The independent factors associated with MSI-H/dMMR included meeting Amsterdam II criteria, assay purpose, and sampling method. Multivariate analysis revealed that cancer type (gastrointestinal cancers or others) was associated with concordance of MSI and MMR IHC. Three LS cases with pancreatic or endometrial cancer demonstrated MSS and dMMR, and one biliary cancer showed MSI-H and pMMR. Discordance between MSI and MMR IHC occasionally occurs in pancreaticobiliary and endometrial cancers. When suspected, both MSI and MMR IHC should be done to judge the ICI indication and screen for LS.
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High levels of AXL expression in untreated EGFR-mutated non-small cell lung cancer negatively impacts the use of osimertinib. Cancer Sci 2022; 114:606-618. [PMID: 36169649 PMCID: PMC9899603 DOI: 10.1111/cas.15608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 09/20/2022] [Accepted: 09/22/2022] [Indexed: 11/29/2022] Open
Abstract
For non-small cell lung cancer (NSCLC) patients with epidermal growth factor receptor (EGFR) mutations, the initial therapeutic interventions will have crucial impacts on their clinical outcomes. Drug tolerant factors reportedly have an impact on EGFR-tyrosine kinase inhibitor sensitivity. This prospective study investigated the impacts of drug tolerant-related protein expression in tumors based on the efficacy of osimertinib in the first-setting of EGFR-mutated advanced NSCLC patients. A total of 92 patients with EGFR-mutated advanced or postoperative recurrent NSCLC were analyzed and treated with osimertinib at 14 institutions in Japan. AXL, p53, and programmed death-ligand 1 (PD-L1) expression in patient tumors was determined using immunohistochemistry. The AXL signaling pathway was investigated using a cell line-based assay and AXL-related gene expression in The Cancer Genome Atlas (TCGA) database. High levels of AXL and positive-p53 expression were detected in 26.1% and 53.3% of the pretreatment EGFR-mutated NSCLC tumors, respectively. High AXL expression levels were significantly associated with a shorter progression-free survival compared with low AXL expression levels, irrespective of the EGFR activating mutation status (p = 0.026). Cell line-based assays indicated that the overexpression of AXL protein accelerated PD-L1 expression, which induced insensitivity to osimertinib. In the TCGA database, AXL RNA levels were positively correlated with PD-L1 expression in the lung adenocarcinoma cohort. The results show that high AXL expression levels in tumors impact clinical predictions when using osimertinib to treat EGFR-mutated NSCLC patients. Trial Registration: UMIN000043942.
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High levels of
AXL
expression in untreated
EGFR
‐mutated non‐small cell lung cancer negatively impacts the use of osimertinib. Cancer Sci 2022. [DOI: 10.1111/cas.15608 10.1111/cas.15608] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
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Present status of germline findings in precision medicine for Japanese cancer patients: issues in the current system. Jpn J Clin Oncol 2022; 52:599-608. [PMID: 35411369 DOI: 10.1093/jjco/hyac046] [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: 09/14/2021] [Revised: 12/11/2021] [Accepted: 03/07/2022] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE Since 2019, precision cancer medicine has been covered by national insurance in Japan; however, to date, germline findings have not been fully reported. The aim of this study was to evaluate the current status and raise a problem of germline finding analysis and disclosure in Japanese precision cancer medicine. METHODS Germline findings of 52 genes were examined in 296 cases with advanced cancer by a case series study. RESULTS Six (2.0%) cases were examined by the Oncoguide™ NCC Oncopanel with germline testing, but no germline findings were reported. The remaining 290 (98.0%) cases were analyzed by FoundationOne® CDx (tumor-only testing), which recognized 404 pathogenic variants; those of BRCA1/2 were recognized in 16 (5.5%) tumors. Our institutional algorithm suggested 39 candidate germline findings in 34 cases, while the public algorithm listed at least 91 candidate germline findings. Four germline findings had been previously identified (BRCA1: 3 and ATM: 1). Nine of 30 cases with candidate germline findings excluding these known germline findings refused or deferred germline testing. Only 4 of 16 cases that received counseling underwent germline testing, and those 4 revealed 3 germline findings (BRCA2, CDK4 and RAD51C); in total, 8 (2.7%) germline findings were revealed. Reasons for refusing genetic counseling and/or germline testing included extra hospital visits, added expense for germline testing due to limited national insurance coverage, poor patient physical condition and no known family members associated with the possible germline finding. CONCLUSIONS In current Japanese precision cancer medicine, only a small fraction of the patients undergoes germline testing and demonstrated germline finding. The current results suggested a need for earlier indications for precision cancer medicine, broader insurance coverage and more efficient germline finding prediction algorithms, to increase the number of germline testings and to improve the following managements.
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Microsatellite instability is biased in Amsterdam II-defined Lynch-related cancer cases with family history but is rare in other cancers: a summary of 1000 analyses. BMC Cancer 2022; 22:73. [PMID: 35039004 PMCID: PMC8762879 DOI: 10.1186/s12885-022-09172-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 01/04/2022] [Indexed: 12/15/2022] Open
Abstract
Background Microsatellite instability (MSI) is a key marker for predicting the response of immune checkpoint inhibitors (ICIs) and for screening Lynch syndrome (LS). Aim This study aimed to see the characteristics of cancers with high level of MSI (MSI-H) in genetic medicine and precision medicine. Methods This study analyzed the incidence of MSI-H in 1000 cancers and compared according to several clinical and demographic factors. Results The incidence of MSI-H was highest in endometrial cancers (26.7%, 20/75), followed by small intestine (20%, 3/15) and colorectal cancers (CRCs)(13.7%, 64/466); the sum of these three cancers (15.6%) was significantly higher than that of other types (2.5%)(P < 0.0001). MSI-H was associated with LS-related cancers (P < 0.0001), younger age (P = 0.009), and family history, but not with smoking, drinking, or serum hepatitis virus markers. In CRC cases, MSI-H was significantly associated with a family history of LS-related cancer (P < 0.0001), Amsterdam II criteria [odds ratio (OR): 5.96], right side CRCs (OR: 4.89), and multiplicity (OR: 3.31). However, MSI-H was very rare in pancreatic (0.6%, 1/162) and biliary cancers (1.6%, 1/64) and was null in 25 familial pancreatic cancers. MSI-H was more recognized in cancers analyzed for genetic counseling (33.3%) than in those for ICI companion diagnostics (3.1%)(P < 0.0001). Even in CRCs, MSI-H was limited to 3.3% when analyzed for drug use. Conclusions MSI-H was predominantly recognized in LS-related cancer cases with specific family histories and younger age. MSI-H was limited to a small proportion in precision medicine especially for non-LS-related cancer cases.
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Comprehensive genomic analysis contrasting primary colorectal cancer and matched liver metastases. Oncol Lett 2021; 21:466. [PMID: 33907576 DOI: 10.3892/ol.2021.12727] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 03/09/2021] [Indexed: 12/24/2022] Open
Abstract
Recent studies have revealed that colorectal cancer (CRC) displays intratumor genetic heterogeneity, and that the cancer microenvironment plays an important role in the proliferation, invasion and metastasis of CRC. The present study performed genomic analysis on paired primary CRC and synchronous colorectal liver metastasis (CRLM) tissues collected from 22 patients using whole-exome sequencing, cancer gene panels and microarray gene expression profiling. In addition, immunohistochemical analysis was used to confirm the protein expression levels of genes identified as highly expressed in CRLM by DNA microarray analysis. The present study identified 10 genes that were highly expressed in CRLM compared with in CRC, from 36,022 probes obtained from primary CRC, CRLM and normal liver tissues by gene expression analysis with DNA microarrays. Of the 10 genes identified, five were classified as encoding 'matricellular proteins' [(osteopontin, periostin, thrombospondin-2, matrix Gla protein (MGP) and glycoprotein nonmetastatic melanoma protein B (GPNMB)] and were selected for immunohistochemical analysis. Osteopontin was strongly expressed in CRLM (6 of 22 cases: 27.3%), but not in CRC (0 of 22: 0%; P=0.02). Periostin also exhibited strong immunoreactivity in CRLM (17 of 22: 68.2%) compared with in CRC (7 of 22: 31.8%; P=0.006). Thrombospondin-2 exhibited strong immunoreactivity in both CRC and CRLM (54.5% in CRC, 45.5% in CRLM; P=0.55). GPNMB and MGP were rarely positive for both CRC and CRLM. A comparison of immunoreactive positive factors for these five genes revealed the complexities of gene expression in CRLM. Of the cases examined, 16 (72.7%) cases of CRC showed zero or only one positive immunoreactive factor. By contrast, CRLM showed more frequent and multiple immunoreactive factors; for example, 16 cases (72.7%) shared two or more factors, which was statistically more frequent than in CRC (P=0.007). The present study revealed the genomic heterogeneity between paired primary CRC and CRLM, in terms of cancer cell microenvironment. This finding may lead to novel diagnostic and therapeutic targets in the era of genome-guided personalized cancer treatment.
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Genomic profiling of multiple tissues in two patients with multiple endocrine neoplasia type 1. Biomed Res 2021; 42:89-94. [PMID: 33840689 DOI: 10.2220/biomedres.42.89] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Multiple endocrine neoplasia type 1 (MEN1) is an autosomal dominant tumor syndrome. This hereditary cancer is caused by germline variants in MEN1. Two patients with MEN1 were identified via whole exome sequencing and gene expression profile analysis, conducted for 5,063 patients with various types of cancers. We obtained multiple tumors from each patient; tumors derived from these two MEN1 patients had a loss of the normal MEN1 allele and frequently chromosomal copy number changes. Thus, we investigated whether structural variants were present in the MEN1 patient genomes. Whole-genome sequencing revealed no catastrophic rearrangements, and the tumor samples had very low somatic variants. The two patients had germline variants in MEN1 and some chromosomal copy number changes including on chromosome 11. The only pathogenic variant detected was the MEN1 germline variant, and chromosomal rearrangements led to tumorigenesis in somatic cells. Furthermore, the MEN1 tumor samples displayed a specific signature characterized by T:A>C:G transition. Studies of multiple tumors obtained from single patients are rare in hereditary cancer syndromes, and our results provide insights that the second hit of the tumor suppressor gene MEN1 may be caused by a gross genome rearrangement, not a small insertion and deletion, nor a change in epigenetic regulation.
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MAGEA10 expression is a predictive marker of early hepatic recurrence after curative gastrectomy for gastric and gastroesophageal junction cancer. Gastric Cancer 2021; 24:341-351. [PMID: 32965606 DOI: 10.1007/s10120-020-01123-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 09/12/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND Resection for hepatic recurrence after gastrectomy in patients with gastric cancer may be curative; however, the prediction of hepatic recurrence remains intractable. Therefore, we aimed to explore predictive markers for hepatic recurrence in gastric and gastroesophageal junction cancer based on genetic information. METHODS This study recruited 154 patients who underwent curative gastrectomy for pathological stage II or III primary gastric and gastroesophageal junction adenocarcinoma. Genes associated with hepatic recurrence were comprehensively analyzed using whole-exome sequencing and gene expression profiling (GEP), followed by immunohistochemistry analysis for MAGEA10. The cumulative incidences of hepatic recurrence, relapse-free survival, and overall survival were evaluated. RESULTS A total of 12 patients with early hepatic recurrences were found within 2 years of surgery. Although there were no distinct gene mutations in recurrent patients, upregulation of MAGEA10 was identified in patients with early hepatic recurrence using GEP analysis. Immunostaining for MAGEA10 stained the cell nuclei in 29 (18.8%) of 154 samples. Furthermore, protein expression of MAGEA10 on immunohistochemistry was significantly related to a high MAGEA10 mRNA expression, high cumulative incidences of hepatic recurrence, and poor relapse-free survival. Overall survival did not differ significantly between positive and negative immunohistochemical staining for MAGEA10. The sensitivity and specificity of MAGEA10 staining for early hepatic recurrence were 58.3% and 84.5%, respectively. CONCLUSIONS MAGEA10 represents a promising predictive marker for early hepatic recurrence after curative gastrectomy for gastric and gastroesophageal junction cancer.
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Characterization of tumour mutation burden in patients with non-small cell lung cancer and interstitial lung disease. Respirology 2020; 25:850-854. [PMID: 31694070 PMCID: PMC7496253 DOI: 10.1111/resp.13726] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 10/03/2019] [Accepted: 10/22/2019] [Indexed: 12/18/2022]
Abstract
BACKGROUND AND OBJECTIVE The efficacy expectation of immune checkpoint inhibitors against NSCLC in patients with ILD seems to be high because these populations are supposed to have high TMB. However, information about the characterization of TMB in patients with NSCLC and ILD is limited. Therefore, this study aimed to evaluate TMB in samples of NSCLC with ILD and clarify factors that influence TMB values. METHODS The medical records of patients with NSCLC who underwent thoracic surgery at our institution between January 2014 and January 2017 were retrospectively reviewed. Whole-exome sequencing with an Ion Proton system and gene expression profiling of fresh surgical specimens were performed. RESULTS Among 367 patients with NSCLC, 62 (16.9%) were diagnosed with ILD. All samples were collected from primary tumours with a median TMB of approximately 2.1 (range: 0.1-64.4) mutation/Mb. Among 81 squamous cell carcinomas, we compared 27 tumours with concomitant ILD and 54 tumours without ILD. Univariate analyses revealed that tumours with concomitant ILD showed lower TMB values than those without ILD. Multivariate analysis revealed that concomitant ILD was significantly associated with low TMB values. Conversely, no difference was noted in the TMB value of adenocarcinoma between patients with and without ILD. CONCLUSION Squamous cell carcinoma and adenocarcinoma with ILD do not have high TMB values. Therefore, considering the risk of severe pneumonitis, immune checkpoint inhibitors should not be used routinely against patients with NSCLC and ILD based on the expectation of high TMB values.
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Abstract
RATIONALE Pleomorphic adenoma (PA) is the most common benign tumor of salivary glands. PAs have the potential for regional and distant metastases that preserve their benign phenotype; they also have the potential for malignant transformation. The molecular pathogenesis of malignant neoplasms has been studied extensively in recent years, unlike that of benign tumors, such as PA. PATIENT CONCERNS In this case report, we identified the molecular signatures of a 57-year-old Japanese woman. Our patient presented with a swelling of the hard palate with an erosive appearance. DIAGNOSES The patient was diagnosed with a right hard palate tumor suspected to be a malignant neoplasm. INTERVENTIONS Partial maxillary resection and reconstruction were performed. OUTCOMES There was no obstacle to swallowing or dysarthria after surgery. There was no sign of recurrent palatal tumor 4 years after the operation. Using next generation sequencing, 5 nonsynonymous mutations and CHCHD7-PLAG1 fusion genes were detected. Moreover, gene expression profiling indicated the possibility of the activation of several cancer-related signaling pathways. Although the PLAG1 gene is predicted to play a crucial role in PA tumorigenesis, its over-expression is reported to mediate multiple downstream factors. In this case, various up- and downregulated RNA signaling pathways, including MAP kinase signaling, PI3K/AKT1/MTOR signaling, JAK/STAT signaling, and PD-L1 signaling, were revealed. LESSONS These molecular profiles of PA may elucidate the mechanism of metastasis, preserving its benign phenotype and carcinoma ex PA.
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Assessment of associations between clinical and immune microenvironmental factors and tumor mutation burden in resected nonsmall cell lung cancer by applying machine learning to whole-slide images. Cancer Med 2020; 9:4864-4875. [PMID: 32400056 PMCID: PMC7333844 DOI: 10.1002/cam4.3107] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 04/14/2020] [Accepted: 04/16/2020] [Indexed: 12/15/2022] Open
Abstract
Background It is unclear whether clinical factors and immune microenvironment (IME) factors are associated with tumor mutation burden (TMB) in patients with nonsmall cell lung cancer (NSCLC). Materials and methods We assessed TMB in surgical tumor specimens by performing whole exome sequencing. IME profiles, including PD‐L1 tumor proportion score (TPS), stromal CD8 tumor‐infiltrating lymphocyte (TIL) density, and stromal Foxp3 TIL density, were quantified by digital pathology using a machine learning algorithm. To detect factors associated with TMB, clinical data, and IME factors were assessed by means of a multiple regression model. Results We analyzed tumors from 200 of the 246 surgically resected NSCLC patients between September 2014 and September 2015. Patient background: median age (range) 70 years (39‐87); male 37.5%; smoker 27.5%; pathological stage (p‐stage) I/II/III, 63.5/22.5/14.0%; histological type Ad/Sq, 77.0/23.0%; primary tumor location upper/lower, 58.5/41.5%; median PET SUV 7.5 (0.86‐29.8); median serum CEA (sCEA) level 3.4 ng/mL (0.5‐144.3); median serum CYFRA 21‐1 (sCYFRA) level 1.2 ng/mL (1.0‐38.0); median TMB 2.19/ Mb (0.12‐64.38); median PD‐L1 TPS 15.1% (0.09‐77.4); median stromal CD8 TIL density 582.1/mm2 (120.0‐4967.6);, and median stromal Foxp3 TIL density 183.7/mm2 (6.3‐544.0). The multiple regression analysis identified three factors associated with higher TMB: smoking status: smoker, increase PET SUV, and sCEA level: >5 ng/mL (P < .001, P < .001, and P = .006, respectively). Conclusions The IME factors assessed were not associated with TMB, but our findings showed that, in addition to smoking, PET SUV and sCEA levels may be independent predictors of TMB. TMB and IME factors are independent factors in resected NSCLC.
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Hypoxia Inducible Factor-1α Inhibition in Von Hippel Lindau-mutant Malignant Pleural Mesothelioma Cells. Anticancer Res 2020; 40:1867-1874. [PMID: 32234874 DOI: 10.21873/anticanres.14140] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 03/04/2020] [Accepted: 03/05/2020] [Indexed: 11/10/2022]
Abstract
BACKGROUND/AIM Molecular targeted agents have been successfully developed against solid tumors and their use is also being investigated for the treatment of malignant pleural mesothelioma (MPM). We have previously reported von Hippel Lindau (VHL) mutations detected by massive parallel sequencing technology in samples of patients with MPM. Here, we conducted an in vitro study to investigate the therapeutic approaches in VHL-mutant MPM. MATERIALS AND METHODS Three MPM cell lines with or without a VHL mutation were used and the effects of molecular-targeted agents on growth inhibition were evaluated. Based on the characteristics of the molecular targeted agents that exhibited growth inhibitory effect, the effects of knockdown by siRNA were also evaluated. RESULTS NCI-H28 MPM cells harboring the VHL L89H mutation were sensitive to YC-1, known as an inhibitor of hypoxia inducible factor (HIF)-1α, and YC-1treatment induced massive apoptosis in a dose-and-time-dependent manner. Knockdown of HIF-1α by siRNA partially inhibited the growth of NCI-H28 cells, suggesting that an additional blockade may be required to completely inhibit growth signaling. CONCLUSION The VHL mutation may predict tumor responses to YC-1, a HIF-1α inhibitor.
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Japanese version of The Cancer Genome Atlas, JCGA, established using fresh frozen tumors obtained from 5143 cancer patients. Cancer Sci 2020; 111:687-699. [PMID: 31863614 PMCID: PMC7004528 DOI: 10.1111/cas.14290] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 12/01/2019] [Accepted: 12/10/2019] [Indexed: 12/21/2022] Open
Abstract
This study aimed to establish the Japanese Cancer Genome Atlas (JCGA) using data from fresh frozen tumor tissues obtained from 5143 Japanese cancer patients, including those with colorectal cancer (31.6%), lung cancer (16.5%), gastric cancer (10.8%) and other cancers (41.1%). The results are part of a single-center study called "High-tech Omics-based Patient Evaluation" or "Project HOPE" conducted at the Shizuoka Cancer Center, Japan. All DNA samples and most RNA samples were analyzed using whole-exome sequencing, cancer gene panel sequencing, fusion gene panel sequencing and microarray gene expression profiling, and the results were annotated using an analysis pipeline termed "Shizuoka Multi-omics Analysis Protocol" developed in-house. Somatic driver alterations were identified in 72.2% of samples in 362 genes (average, 2.3 driver events per sample). Actionable information on drugs that is applicable in the current clinical setting was associated with 11.3% of samples. When including those drugs that are used for investigative purposes, actionable information was assigned to 55.0% of samples. Germline analysis revealed pathogenic mutations in hereditary cancer genes in 9.2% of samples, among which 12.2% were confirmed as pathogenic mutations by confirmatory test. Pathogenic mutations associated with non-cancerous hereditary diseases were detected in 0.4% of samples. Tumor mutation burden (TMB) analysis revealed 5.4% of samples as having the hypermutator phenotype (TMB ≥ 20). Clonal hematopoiesis was observed in 8.4% of samples. Thus, the JCGA dataset and the analytical procedures constitute a fundamental resource for genomic medicine for Japanese cancer patients.
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Driver gene alterations and activated signaling pathways toward malignant progression of gastrointestinal stromal tumors. Cancer Sci 2019; 110:3821-3833. [PMID: 31553483 PMCID: PMC6890443 DOI: 10.1111/cas.14202] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Revised: 09/17/2019] [Accepted: 09/22/2019] [Indexed: 12/28/2022] Open
Abstract
Mutually exclusive KIT and PDGFRA mutations are considered to be the earliest events in gastrointestinal stromal tumors (GIST), but insufficient for their malignant progression. Herein, we aimed to identify driver genes and signaling pathways relevant to GIST progression. We investigated genetic profiles of 707 driver genes, including mutations, gene fusions, copy number gain or loss, and gene expression for 65 clinical specimens of surgically dissected GIST, consisting of six metastatic tumors and 59 primary tumors from stomach, small intestine, rectum, and esophagus. Genetic alterations included oncogenic mutations and amplification‐dependent expression enhancement for oncogenes (OG), and loss of heterozygosity (LOH) and expression reduction for tumor suppressor genes (TSG). We assigned activated OG and inactivated TSG to 27 signaling pathways, the activation of which was compared between malignant GIST (metastasis and high‐risk GIST) and less malignant GIST (low‐ and very low‐risk GIST). Integrative molecular profiling indicated that a greater incidence of genetic alterations of driver genes was detected in malignant GIST (96%, 22 of 23) than in less malignant GIST (73%, 24 of 33). Malignant GIST samples groups showed mutations, LOH, and aberrant expression dominantly in driver genes associated with signaling pathways of PI3K (PIK3CA, AKT1, and PTEN) and the cell cycle (RB1, CDK4, and CDKN1B). Additionally, we identified potential PI3K‐related genes, the expression of which was upregulated (SNAI1 and TPX2) or downregulated (BANK1) in malignant GIST. Based on our observations, we propose that inhibition of PI3K pathway signals might potentially be an effective therapeutic strategy against malignant progression of GIST.
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P2.04-41 Clinical and Immunological Factors Associated with Mutation Burden in Non-Small Cell Lung Cancer. J Thorac Oncol 2019. [DOI: 10.1016/j.jtho.2019.08.1546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Abstract 2721: Establishment of a catalog of somatic genetic alterations of Japanese cancer patients across multiple tumor types at Shizuoka Cancer Center. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-2721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Recent progression of systematic tumor-molecular profiling study centered on genome sequencing have elucidated molecular signature underlying each tumor type. Tumor molecular profiling enables efficient identification of somatic genetic alterations as potential therapeutic targets. In January 2014, the Shizuoka Cancer Center of Japan launched Project HOPE, which is the first prospective molecular profiling study centered on genome sequencing across multiple tumor types in Japan. Herein, we describe the distributions of the tumor mutation burden (TMB; number of mutations/Mb), genetic alterations frequency, mutational signature across tumor types, and their associations with tissue of origin, histological type, carcinogenic factors, and ethnicity.
Methods: Between January 2014 and January 2017, 3,163 tumor samples from 3,011 patients who underwent surgery at the Shizuoka Cancer Center were collected with informed consent and subjected to whole-exome sequencing (WES) with an Ion Proton system. Corresponding peripheral blood samples were also subjected to WES for identification of tumor-specific genetic alterations. Oncogenic fusions were detected by targeted RNA sequencing. Among them, data of 2,126 primary tumor samples obtained from 2,091 patients without neoadjuvant chemotherapy and/or radiation therapy were selected for this study.
Results: The principal tumor types of ≥40 primary tumors were as follows (N, TMB): colon adenocarcinoma (COAD; 459, 3.6), rectal adenocarcinoma (READ; 366, 3.1), lung adenocarcinoma (LUAD; 290, 1.7), stomach adenocarcinoma (STAD; 221, 3.0), hepatocellular carcinoma (HCC; 112, 3.6), head and neck squamous cell carcinoma (HNSC; 112, 2.8), breast invasive ductal carcinoma (IDC; 82, 1.1), lung squamous cell carcinoma (LUSC; 81, 5.9). Approximately 8.9% of the samples (154 / 1,723) showed a high mutation burden above the threshold defined by the TMB distribution in each principal tumor type, and the mutation signature was related to a defect of DNA repair and exposure to environmental mutagens. In comparison of distribution of TMB in each tumor type between TCGA and this study, some differences in TMB distribution were observed, including LUAD, LUSC, and IDC. In gene mutations based on OncoKB site (October 2018), level 1 or 2 of somatic gene mutation was frequently observed in glioma (84.6%), gastrointestinal stromal tumor (77.4%), melanoma (40.0%), and LUAD (40.0%).
Conclusions: This established catalog of somatic genetic alterations across multiple tumor types in Japanese cancer patients can contribute as benchmark to clinical-trial design with the aim of expanding the number of patients suitable for molecular-targeted therapies in Japan. Based on these data, we are planning clinical trials of molecular-targeted therapies for patients with solid tumor harboring gene alterations.
Citation Format: Hirotsugu Kenmotsu, Masakuni Serizawa, Takeshi Nagashima, Keiichi Ohshima, Keiichi Hatakeyama, Yuji Shimoda, Shumpei Ohnami, Koji Maruyama, Tohru Mochizuki, Yasuto Akiyama, Takashi Sugino, Kenichi Urakami, Masatoshi Kusuhara, Ken Yamaguchi. Establishment of a catalog of somatic genetic alterations of Japanese cancer patients across multiple tumor types at Shizuoka Cancer Center [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 2721.
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Mutational burden and signatures in 4000 Japanese cancers provide insights into tumorigenesis and response to therapy. Cancer Sci 2019; 110:2620-2628. [PMID: 31152682 PMCID: PMC6676127 DOI: 10.1111/cas.14087] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Revised: 05/26/2019] [Accepted: 05/30/2019] [Indexed: 01/05/2023] Open
Abstract
Tumor mutational burden (TMB) and mutational signatures reflect the process of mutation accumulation in cancer. However, the significance of these emerging characteristics remains unclear. In the present study, we used whole‐exome sequencing to analyze the TMB and mutational signature in solid tumors of 4046 Japanese patients. Eight predominant signatures—microsatellite instability, smoking, POLE, APOBEC, UV, mismatch repair, double‐strand break repair, and Signature 16—were observed in tumors with TMB higher than 1.0 mutation/Mb, whereas POLE and UV signatures only showed moderate correlation with TMB, suggesting the extensive accumulation of mutations due to defective POLE and UV exposure. The contribution ratio of Signature 16, which is associated with hepatocellular carcinoma in drinkers, was increased in hypopharynx cancer. Tumors with predominant microsatellite instability signature were potential candidates for treatment with immune checkpoint inhibitors such as pembrolizumab and were found in 2.8% of cases. Furthermore, based on microarray analysis, tumors with predominant signatures were classified into 2 subgroups depending on the expression of immune‐related genes reflecting differences in the immune context of the tumor microenvironment. Tumor subpopulations differing in the content of infiltrating immune cells might respond differently to immunotherapeutics. An understanding of cancer characteristics based on TMB and mutational signatures could provide new insights into mutation‐driven tumorigenesis.
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Corrigendum to "Genetic alterations of driver genes as independent prognostic factors for disease-free survival in patients with resected non-small cell lung cancer" [Lung Cancer 128 (2019) 152-157]. Lung Cancer 2019; 130:226. [PMID: 30876688 DOI: 10.1016/j.lungcan.2019.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Tumor mutational burden analysis of 2,000 Japanese cancer genomes using whole exome and targeted gene panel sequencing. Biomed Res 2018; 39:159-167. [PMID: 29899191 DOI: 10.2220/biomedres.39.159] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Tumor mutational burden (TMB) is an emerging characteristic in cancer and has been associated with microsatellite instability, defective DNA replication/repair, and response to PD-1 and PD-L1 blockade immunotherapy. When estimating TMB, targeted panel sequencing is performed using a few hundred genes; however, a comparison of TMB results obtained with this platform and with whole exome sequencing (WES) has not been performed for various cancer types. In the present study, we compared TMB results using the above two platforms in 2,908 solid tumors that were obtained from Japanese patients. For next-generation sequencing, we used fresh-frozen tissue specimens. The Ion Proton System was employed to detect somatic mutations in the coding genome and to sequence an available cancer panel that targeted 409 genes. We then selected 2,040 samples with sufficient tumor cellularity for TMB analysis. In tumors with TMB-high (TMB ≥ 20 mutations/Mb), TMB derived from WES correlated well with the estimated TMB (eTMB) based on panel sequencing, whereas TMB in the remaining tumors showed a weak correlation. In particular, eTMB was overestimated in tumors with low-frequency mutations, resulting in the accumulation of EGFR mutations not being discriminated as a feature of lung cancer with low-frequency mutations. The eTMB in tumors harboring POLE mutations and microsatellite instability was not overestimated, suggesting that panel sequencing could accurately estimate TMB in tumors with high-frequency mutations such as hypermutator tumors. These results may provide helpful information for interpreting TMB results based on clinical sequencing using a targeted gene panel.
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PIK3CA mutation is a favorable prognostic factor in esophageal cancer: molecular profile by next-generation sequencing using surgically resected formalin-fixed, paraffin-embedded tissue. BMC Cancer 2018; 18:826. [PMID: 30115035 PMCID: PMC6097210 DOI: 10.1186/s12885-018-4733-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Accepted: 08/08/2018] [Indexed: 12/22/2022] Open
Abstract
Background Practical and reliable genotyping procedures with a considerable number of samples are required not only for risk-adapted therapeutic strategies, but also for stratifying patients into future clinical trials for molecular-targeting drugs. Recent advances in mutation testing, including next-generation sequencing, have led to the increased use of formalin-fixed paraffin-embedded tissue. We evaluated gene alteration profiles of cancer-related genes in esophageal cancer patients and correlated them with clinicopathological features, such as smoking status and survival outcomes. Methods Surgically resected formalin-fixed, paraffin-embedded tissue was collected from 135 consecutive patients with esophageal cancer who underwent esophagectomy. Based on the assessment of DNA quality with a quantitative PCR-based assay, uracil DNA glycosylase pretreatment was performed to ensure quality and accuracy of amplicon-based massively parallel sequencing. Amplicon-based massively parallel sequencing was performed using the Illumina TruSeq® Amplicon Cancer Panel. Gene amplification was detected by quantitative PCR-based assay. Protein expression was determined by automated quantitative fluorescent immunohistochemistry. Results Data on genetic alterations were available for 126 patients. The median follow-up time was 1570 days. Amplicon-based massively parallel sequencing identified frequent gene alterations in TP53 (66.7%), PIK3CA (13.5%), APC (10.3%), ERBB4 (7.9%), and FBXW7 (7.9%). There was no association between clinicopathological features or prognosis with smoking status. Multivariate analyses revealed that the PIK3CA mutation and clinical T stage were independent favorable prognostic factors (hazard ratio 0.34, 95% confidence interval: 0.12–0.96, p = 0.042). PIK3CA mutations were significantly associated with APC alterations (p = 0.0007) and BRAF mutations (p = 0.0090). Conclusions Our study provided profiles of cancer-related genes in Japanese patients with esophageal cancer by next-generation sequencing using surgically resected formalin-fixed, paraffin-embedded tissue, and identified the PIK3CA mutation as a favorable prognosis biomarker. Electronic supplementary material The online version of this article (10.1186/s12885-018-4733-7) contains supplementary material, which is available to authorized users.
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Abstract 3422: Genomic landscape of Japanese cancer patients across multiple tumor types: Prospective molecular profiling study of 3,022 patients at Shizuoka Cancer Center. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-3422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Cancer genome sequencing enables efficient identification of genetic alterations as potential therapeutic targets, representing a fundamental component of precision oncology to make therapeutic decisions based on individualized genetic signatures. In January 2014, the Shizuoka Cancer Center of Japan launched Project HOPE, which is the first prospective molecular profiling study centered on genome sequencing across multiple tumor types. Herein, we describe the distributions of the tumor mutation burden (TMB; number of mutations/Mb), genetic alterations frequency, mutational signature across tumor types, and their associations with tissue of origin, histological type, and carcinogenic factors.
Methods: Between January 2014 and April 2017, 3,174 tumor samples from 3,022 patients who underwent surgery at the Shizuoka Cancer Center were collected with informed consent and subjected to whole-exome sequencing (WES) with an Ion Proton system. Corresponding peripheral blood samples were also subjected to WES for identification of tumor-specific genetic alterations. Oncogenic fusions were detected by targeted RNA sequencing. Samples with estimated tumor purity < 20% were excluded because of the risk of false negatives, leaving 2,899 samples (91%) in the final analysis.
Results: Overall, 2,642 samples were derived from the primary tumor, with a median TMB of approximately 2.7. The principal tumor types of ≥40 primary tumors were as follows (N, TMB): colorectal adenocarcinoma (CRAD; 905, 3.3), lung adenocarcinoma (LUAD; 324, 1.6), gastric adenocarcinoma (GAD; 272, 3.0), head and neck squamous cell carcinoma (HNSC; 164, 2.6), breast invasive ductal carcinoma (BIDC; 138, 1.1), hepatocellular carcinoma (HCC; 124, 3.6), lung squamous cell carcinoma (LUSC; 79, 5.6), and gastrointestinal stromal tumor (GIST; 41, 0.7). Approximately 7.8% of the samples (160/2,047) showed a high mutation burden above the threshold defined by the TMB distribution in each principal tumor type, and the mutation signature was related to a defect of DNA repair and exposure to environmental mutagens. Dominant oncogenic pathways based on the profile of genetic alterations in each tumor type were as follows: Wnt (CRAD), receptor tyrosine kinase (LUAD, GIST), TP53 (GAD, HNSC, LUSC), PI3K (BIDC), and chromatin modification (HCC). GIST was the tumor type with the highest proportion of clinically actionable genetic alterations, followed by BIDC and LUAD.
Conclusions: This is the first report of a prospective genome sequencing analysis across multiple tumor types in Japan. The resulting mutational profile can provide a landscape of commonalities and differences in genetic profiles among tumor types in Japanese patients with cancer, and can contribute to planning a basket study for expanding the patients suitable for treatment with molecular-targeted drugs.
Citation Format: Masakuni Serizawa, Takeshi Nagashima, Keiichi Ohshima, Keiichi Hatakeyama, Yuji Shimoda, Shumpei Ohnami, Kouji Maruyama, Takashi Sugino, Tohru Mochizuki, Yasuto Akiyama, Kenichi Urakami, Masatoshi Kusuhara, Medical staff and experimental staff of the Shizuoka Cancer Center, Ken Yamaguchi. Genomic landscape of Japanese cancer patients across multiple tumor types: Prospective molecular profiling study of 3,022 patients at Shizuoka Cancer Center [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 3422.
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Abstract 5838: Development of metabolic-targeting therapy for overcoming resistance to osimertinib in non-small cell lung cancer cells. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-5838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: The third-generation epidermal growth factor receptor tyrosine kinase inhibitor (EGFR-TKI), osimertinib, is effective against patients with non-small-cell lung cancer (NSCLC) showing EGFR T790M-induced resistance to first generation EGFR-TKIs. Moreover, the potential of osimertinib as an effective initial therapy for treatment-naïve patients with NSCLC harboring EGFR-activating mutations has been reported. Unfortunately, cases of acquired osimertinib resistance exist, and the involvement of genetic alterations such as EGFR C797S mutation and MET amplification has been reported, although the resistance mechanisms are not fully understood. We have previously demonstrated that first-generation EGFR-TKI-resistant NSCLC cells possess altered metabolic pathways, which might be targeted for therapy to overcome this resistance. Therefore, we aimed to identify the metabolic profile relevant to osimertinib-resistance and develop a targeted therapy for the altered metabolic signature.
Methods: Osimertinib-resistant cell lines were generated by exposing HCC827 cells harboring the EGFR-activating mutation to increasing osimertinib concentrations (OSR1, OSR2). Moreover, we selected erlotinib-resistant cell lines that also showed osimertinib-resistance (EOSR1, EOSR2) from previously generated erlotinib-resistant cells obtained by prolonged exposure of HCC827 to erlotinib. Whole-exome sequencing, gene expression profiling, and metabolic profiling were performed to identify the genetic, gene expression, and metabolic signatures associated with osimertinib resistance, respectively. The growth-inhibitory effect of the inhibitors was evaluated by the WST assay.
Results: Four osimertinib-resistant cell lines showed resistance to whole-generation EGFR-TKIs, namely erlotinib, afatinib and osimertinib. EGFR T790M or C797S mutations were not detected, while MET amplification was commonly observed in these resistant cell lines. These cells also contained higher concentrations of fructose 1, 6-bisphosphate and lactic acid than HCC827, possibly because of a significant increase in hexokinase expression. Activation of the pentose phosphate pathway and subsequent nucleotide metabolism were also observed in the OSR cells, but not in the EOSR cells. A combination of a competitive glycolytic inhibitor, 2-deoxy-D-glucose (2-DG), and osimertinib restored osimertinib sensitivity in the EOSR cells showing glycolysis dependence, but not in the OSR cells.
Conclusions: Four resistant cell lines showed the same genetic alteration, namely, MET gene amplification; however, the metabolic signature and response to the 2-DG-osimertinib combination differed between the EOSR and OSR cells. Stratification based on tumor metabolic signature may contribute to the selection of promising therapeutic strategies for overcoming osimertinib resistance.
Citation Format: Masakuni Serizawa, Rina Umehara, Keiichi Ohshima, Kenichi Urakami, Takeshi Nagashima, Ken Yamaguchi, Kyoichi Kaira, Toshiaki Takahashi, Masatoshi Kusuhara. Development of metabolic-targeting therapy for overcoming resistance to osimertinib in non-small cell lung cancer cells [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 5838.
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Abstract 4606: Subclassification of patients with lung adenocarcinoma harboring EGFR-activating mutations by gene expression profiling. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-4606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors (TKIs) have been effective in patients with lung adenocarcinoma (LUAD) harboring EGFR-activating mutations. However, the response to EGFR-TKIs in these patients is not uniform, indicating that patients with EGFR-activating mutations may be further stratified into some undefined molecular subgroups. Therefore, we aimed to identify these molecular subgroups in patients with LUAD harboring EGFR-activating mutations, by gene expression profiling (GEP) data.
Methods: Between January 2014 and April 2017, 294 patients with LUAD who underwent surgery at the Shizuoka Cancer Center were enrolled with informed consent. Whole-exome sequencing (WES) and GEP were conducted with an Ion Proton system and an Agilent SurePrint G3 Human Gene Expression 8×60K v2 Microarray, respectively. Corresponding peripheral blood samples were used to identify tumor-specific genetic alterations. Tumor-specific gene expression was identified by comparing expression profiles between tumor and adjacent normal tissues. Samples with estimated tumor purity <20% were excluded from the following analysis to avoid false negatives; the remaining 251 patients (85%) were included in the analysis. EGFR-activating mutations were defined based on OncoKB database. Statistical evaluation of GEP data was conducted using principal component analysis (PCA) and orthogonal projection to latent structures discriminant analysis (OPLS-DA).
Results: EGFR-activating mutations were identified in 98 patients (39%); the most frequently identified alteration was the deletion in exon 19 (47%, 46), followed by the L858R mutation (45%, 44). No significant differences in the expression profile were noted between patients with both major EGFR-activating mutations. Patients with EGFR-activating mutations were divided into two clusters (C1 and C2) by the evaluation of those expression profiles with PCA, and 10 and 88 patients were included in each cluster, respectively. As a result of OPLS-DA, the genes relevant to cell cycle progression, DNA repair and tumor immunity were selected, and were considered to have strongly contributed to the differences between two clusters. Associations between each cluster and clinicopathologic characteristics were evaluated by logistic regression analysis. Patients classified into C1 showed the significant association with poor differentiation, relapse and smoking history.
Conclusions: These results demonstrate that patients with EGFR-activating mutations can be further stratified into two additional molecular subgroups by assessing the expression level of genes above mentioned. To establish this expression profiling-based stratification as predictive marker of EGFR-TKIs, further clinical study to evaluate the association with the therapeutic response to EGFR-TKIs is needed.
Citation Format: Hirotsugu Kenmotsu, Masakuni Serizawa, Mitsuhiro Isaka, Hideaki Kojima, Shoji Takahashi, Akira Ono, Tateaki Naito, Haruyasu Murakami, Takeshi Nagashima, Shumpei Ohnami, Keiichi Ohshima, Kenichi Urakami, Masatoshi Kusuhara, Ken Yamaguchi, Takashi Sugino, Yasuhisa Ohde, Toshiaki Takahashi. Subclassification of patients with lung adenocarcinoma harboring EGFR-activating mutations by gene expression profiling [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 4606.
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Molecular profiling and sequential somatic mutation shift in hypermutator tumours harbouring POLE mutations. Sci Rep 2018; 8:8700. [PMID: 29880869 PMCID: PMC5992218 DOI: 10.1038/s41598-018-26967-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Accepted: 05/23/2018] [Indexed: 01/08/2023] Open
Abstract
Defective DNA polymerase ε (POLE) proofreading leads to extensive somatic mutations that exhibit biased mutational properties; however, the characteristics of POLE-mutated tumours remain unclear. In the present study, we describe a molecular profile using whole exome sequencing based on the transition of somatic mutations in 10 POLE-mutated solid tumours that were obtained from 2,042 Japanese patients. The bias of accumulated variations in these mutants was quantified to follow a pattern of somatic mutations, thereby classifying the sequential mutation shift into three periods. During the period prior to occurrence of the aberrant POLE, bare accumulation of mutations in cancer-related genes was observed, whereas PTEN was highly mutated in conjunction with or subsequent to the event, suggesting that POLE and PTEN mutations were responsible for the development of POLE-mutated tumours. Furthermore, homologous recombination was restored following the occurrence of PTEN mutations. Our strategy for estimation of the footprint of somatic mutations may provide new insight towards the understanding of mutation-driven tumourigenesis.
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Impact of somatic mutations on recurrence free survival (RFS) and overall survival (OS) for resected non-small cell lung cancer (NSCLC): results from the Japan Molecular Epidemiology for lung cancer study (JME). J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.15_suppl.8549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Prognostic impact of PIK3CA mutation in esophageal cancer: Molecular profiling by next-generation sequencing using formalin-fixed, paraffin-embedded tissues. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.15_suppl.e16003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Comparison of resting-state functional connectivity between women with chronic migraine and those with episodic migraine. J Neurol Sci 2017. [DOI: 10.1016/j.jns.2017.08.510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Abstract 380: Systematic identification of novel functional tumor-specific mutations in receptor tyrosine kinases based on their pan-cancer mutational profiles in Japanese patients with cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Recent accumulation of large amounts of cancer genome information has revealed the presence of tumor-specific mutations with unknown functions; characterization of these mutations should facilitate the identification of novel therapeutic targets. Some tumor-specific mutations in receptor tyrosine kinases (RTKs) act as oncogenic drivers in multiple cancer types. Here, we aimed to identify novel, functional, tumor-specific, single nucleotide variants (SNVs) in cancer-related RTKs based on pan-cancer mutational profiles in Japanese patients with cancer.
Methods: Surgically resected tissue and corresponding peripheral blood samples of 1,685 patients enrolled in Project HOPE (High-tech Omics-based Patient Evaluation), an ongoing prospective molecular profiling study at the Shizuoka Cancer Center, collected between January 2014 and December 2015, were subjected to whole-exome sequencing with an ion torrent proton platform. Newly detected tumor-specific SNVs that could represent functional mutations between the transmembrane and kinase domains of 35 cancer-related RTKs were subjected to serum response element (SRE)-reporter assay to assess effects on extracellular signal-regulated kinase (ERK) signaling relevant to cancer cell survival.
Results: We identified 201,422 nonsynonymous tumor-specific SNVs in 1,685 patients. Of these SNVs, 1,049 were observed in our focused 35 cancer-related RTKs. Approximately 45% of patients with lung squamous cell carcinoma, which was the most frequent cancer type, followed by lung adenocarcinoma (39%), harbored tumor-specific SNVs in RTKs. The relative frequencies of tumor-specific SNVs in RTKs in other tumor types were 32%, 31%, 29%, 28%, and 19% in liver cancer, colorectal cancer, gastric cancer, head and neck cancer, and breast cancer, respectively. After filtering out of SNVs registered in multiple cancer-related databases, such as COSMIC, dbSNP, and DoCM, to select putative novel tumor-specific SNVs, 22 SNVs were selected as novel tumor-specific SNVs with high potential as functional mutations through an additional selection process based on amino acid substitution patterns and multiple alignment of amino acid residues coupled with information regarding functional mutations. Among these SNVs, 13 had already been assessed using an SRE reporter assay. We identified two SNVs in NTRK1 and IGF1R that were involved in activation of the ERK pathway, indicating that these SNVs may be activating mutations. Moreover, inactivating mutations were also identified. Nine SNVs in FLT3, NTRK1, EPHA5, ERBB4, FGFR3, and KDR significantly reduced ERK activity.
Conclusions: A systematic evaluation of functionally unknown tumor-specific SNVs detected in cancer genome sequencing is necessary to expand the range of molecularly targeted cancer therapeutics.
Citation Format: Masakuni Serizawa, Takeshi Nagashima, Yuji Shimoda, Shumpei Ohnami, Sumiko Ohnami, Keiichi Ohshima, Tohru Mochizuki, Takashi Nakajima, Kenichi Urakami, Masatoshi Kusuhara, Ken Yamaguchi. Systematic identification of novel functional tumor-specific mutations in receptor tyrosine kinases based on their pan-cancer mutational profiles in Japanese patients with cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 380. doi:10.1158/1538-7445.AM2017-380
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Whole exome sequencing detects variants of genes that mediate response to anticancer drugs. J Toxicol Sci 2017; 42:137-144. [PMID: 28321040 DOI: 10.2131/jts.42.137] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Certain interindividual differences affecting the efficacy of drug treatment and adverse drug reactions are caused by genetic variants, and their phenotypic effects differ among ethnic groups. In this study, we used whole exome sequencing (WES) systematically to identify germline mutations that influence the activities of drug-metabolizing enzymes, as well as that of a transporter. We analyzed DNA isolated from blood samples from 2,042 Japanese patients with diverse cancers. We identified sequence variants of CYP2B6 (rs3745274), CYP2C9 (rs1057910), CYP2C19 (rs4986893), CYP2C19 (rs4244285), TPMT (rs1142345), NAT2 (rs1799930), NAT2 (rs1799931), UGT1A1 (rs4148323), COMT (rs4680), ABCB1 (rs1045642), and CDA (rs60369023). Wider application of WES will help to determine the effects of mutations on the activities of proteins encoded by drug response genes, and the information gained will accelerate the development of personalized therapies for patients with cancer. Moreover, this knowledge may provide clues for preventing cancer before the onset of symptoms.
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Comprehensive analysis of gene mutation and expression profiles in neuroendocrine carcinomas of the stomach. Biomed Res 2017; 38:19-27. [PMID: 28239029 DOI: 10.2220/biomedres.38.19] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The gene mutation and expression profiles of gastric neuroendocrine carcinoma (NEC) have not been comprehensively determined. Here, we examined the gene mutation and expression profiles of NEC using whole exome sequencing (WES) and microarray analysis. Six patients with gastric NEC and 13 with gastric adenocarcinoma (GAD) were included in this study. Single nucleotide variants were compared and multivariate statistical investigation with orthogonal partial least squares discriminant analysis (OPLS-DA) was performed to compare the difference in expression profiles between NEC and GAD. NEC showed a significantly higher mutation rate than GAD and the percentage difference in the mutation pattern of NEC compared with GAD was 92.8%. OPLSDA clearly discriminated between NEC and GAD. We identified 35 genes, including CPLX2 (Complexin 2), which were expressed more strongly in NEC than in GAD, of which 14 were neural-related. Immunohistochemical analysis showed the strong expression of CPLX2 in all NECs, versus expression in only 2 of 13 GADs. Gastric NEC had a specific mutation pattern with a significantly higher gene mutation rate than GAD, and completely differed from GAD on the basis of gene expression profile. CPLX2 might be a potential novel biomarker for the diagnosis of NEC.
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Comprehensive characterization of genes associated with the TP53 signal transduction pathway in various tumors. Mol Cell Biochem 2017; 431:75-85. [PMID: 28258440 PMCID: PMC5487743 DOI: 10.1007/s11010-017-2977-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2016] [Accepted: 02/16/2017] [Indexed: 01/08/2023]
Abstract
The TP53 signal transduction pathway is an attractive target for cancer treatments. In this study, we conducted a comprehensive molecular evaluation of 907 patients with cancer in Japan to identify genomic alterations in the TP53 pathway. TP53 mutations were frequently detected in many cancers, except melanoma, thymic tumors, gastrointestinal stromal tumors, and renal cancers. The frequencies of non-synonymous single nucleotide variants (SNVs) in the TP53 family members TP63 and TP73 were relatively low, although genes with increased frequencies of SNVs were as follows: PTEN (11.7%) in breast cancer, CDKN2A (11.1 and 9.6%) in pancreas and head and neck cancers, and ATM (18.0 and 11.1%) in liver and esophageal cancers. MDM2 expression was decreased or increased in patients with mutant or wild-type TP53, respectively. CDKN1A expression was increased with mutant TP53 in head and neck cancers. Moreover, TP63 overexpression was characteristically observed in squamous cell carcinomas of the lung, esophagus, and head and neck region. Additionally, overexpression of TP63 and TP73 was frequently observed in thymomas. Our results reveal a spectrum of genomic alterations in the TP53 pathway that is characteristic of many tumor types, and these data may be useful in the trials of targeted therapies.
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The TriAGe+ Score for Vertigo or Dizziness: A Diagnostic Model for Stroke in the Emergency Department. J Stroke Cerebrovasc Dis 2017; 26:1144-1153. [PMID: 28256416 DOI: 10.1016/j.jstrokecerebrovasdis.2017.01.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2016] [Revised: 12/13/2016] [Accepted: 01/13/2017] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Vertigo or dizziness is a common occurrence, but it remains a challenging symptom when encountered in the emergency department (ED). A diagnostic score for stroke with high accuracy is therefore required. METHODS A single-center observational study (498 patients) was conducted. The predictor variables were derived from a multivariate logistic regression analysis with Akaike information criterion. The outcome was the occurrence of stroke. We evaluated the utility of a new diagnostic score (TriAGe+) and compared it with the ABCD2 score. RESULTS The cohorts included 498 patients (147 with stroke [29.4%]). Eight variables were included: triggers, atrial fibrillation, male gender, blood pressure ≥140/90 mm Hg, brainstem or cerebellar dysfunction, focal weakness or speech impairment, dizziness, and no history of vertigo or dizziness or labyrinth or vestibular disease. We derived the TriAGe+ score from these variables. In the cohort, the prevalence of stroke increased significantly using the diagnostic score: 5.9% for a score of 0-4; 9.1% for 5-7; 24.7% for 8-9; and 57.3% for 10-17. At a cutoff value of 10 points, the sensitivity of the score was 77.5%, the specificity was 72.1%, and the positive likelihood ratio was 3.2. When the cutoff was defined as 5 points, the score obtained a high sensitivity (96.6%) with a good negative likelihood ratio (.15). The new score outperformed the ABCD2 score for the occurrence of stroke (C statistic, .818 versus .726; P < .001). CONCLUSIONS The TriAGe+ score can identify the occurrence of stroke in patients with vertigo or dizziness presenting to the ED.
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Plasma epidermal growth factor receptor mutation testing with a chip-based digital PCR system in patients with advanced non-small cell lung cancer. Lung Cancer 2017; 106:138-144. [PMID: 28285688 DOI: 10.1016/j.lungcan.2017.02.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2016] [Revised: 12/17/2016] [Accepted: 02/02/2017] [Indexed: 12/27/2022]
Abstract
OBJECTIVES Epidermal growth factor receptor (EGFR) mutation testing is a companion diagnostic to determine eligibility for treatment with EGFR tyrosine kinase inhibitors (EGFR-TKIs) in non-small cell lung cancer (NSCLC). Recently, plasma-based EGFR testing by digital polymerase chain reaction (dPCR), which enables accurate quantification of target DNA, has shown promise as a minimally invasive diagnostic. Here, we aimed to evaluate the accuracy of a plasma-based EGFR mutation test developed using chip-based dPCR-based detection of 3 EGFR mutations (exon 19 deletions, L858R in exon 21, and T790M in exon 20). MATERIALS AND METHODS Forty-nine patients with NSCLC harboring EGFR-activating mutations were enrolled, and circulating free DNAs (cfDNAs) were extracted from the plasma of 21 and 28 patients before treatment and after progression following EGFR-TKI treatment, respectively. RESULTS Using reference genomic DNA containing each mutation, the detection limit of each assay was determined to be 0.1%. The sensitivity and specificity of detecting exon 19 deletions and L858R mutations, calculated by comparing the mutation status in the corresponding tumors, were 70.6% and 93.3%, and 66.7% and 100%, respectively, showing similar results compared with previous studies. T790M was detected in 43% of 28 cfDNAs after progression with EGFR-TKI treatment, but in no cfDNAs before the start of the treatment. CONCLUSION This chip-based dPCR assay can facilitate detection of EGFR mutations in cfDNA as a minimally invasive method in clinical settings.
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Optimizing an ion semiconductor sequencing data analysis method to identify somatic mutations in the genomes of cancer cells in clinical tissue samples. Biomed Res 2017; 37:359-366. [PMID: 28003583 DOI: 10.2220/biomedres.37.359] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Identification of causal genomic alterations is an indispensable step in the implementation of personalized cancer medicine. Analytical methods play a central role in identifying such changes because of the vast amount of data produced by next generation sequencer. Most analytical techniques are designed for the Illumina platform and are therefore suboptimal for analyzing datasets generated by whole exome sequencing (WES) using the Ion Proton System. Accurate identification of somatic mutations requires the characterization of platform-dependent error profiles and genomic properties that affect the accuracy of sequence data as well as platform-oriented optimization of the pipeline. Therefore, we used the Ion Proton System to perform WES of DNAs isolated from tumor and matched control tissues of 1,058 patients with cancer who were treated at the Shizuoka Cancer Center Hospital. Among the initially identified candidate somatic single-nucleotide variants (SNVs), 10,279 were validated by manual inspection of the WES data followed by Sanger sequencing. These validated SNVs were used as an objective standard to determine an optimum cutoff value to improve the pipeline. Using this optimized pipeline analysis, 189,381 SNVs were identified in 1,101 samples. The analytical technique presented here is a useful resource for conducting clinical WES, particularly using semiconductor-based sequencing technology.
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Integrated next-generation sequencing analysis of whole exome and 409 cancer-related genes. Biomed Res 2017; 37:367-379. [PMID: 28003584 DOI: 10.2220/biomedres.37.367] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The use of next-generation sequencing (NGS) techniques to analyze the genomes of cancer cells has identified numerous genomic alterations, including single-base substitutions, small insertions and deletions, amplification, recombination, and epigenetic modifications. NGS contributes to the clinical management of patients as well as new discoveries that identify the mechanisms of tumorigenesis. Moreover, analysis of gene panels targeting actionable mutations enhances efforts to optimize the selection of chemotherapeutic regimens. However, whole genome sequencing takes several days and costs at least $10,000, depending on sequence coverage. Therefore, laboratories with relatively limited resources must employ a more economical approach. For this purpose, we conducted an integrated nucleotide sequence analysis of a panel of 409-cancer related genes (409-CRG) combined with whole exome sequencing (WES). Analysis of the 409-CRG panel detected low-frequency variants with high sensitivity, and WES identified moderate and high frequency somatic variants as well as germline variants.
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Abstract
Next-generation DNA sequencing (NGS) of the genomes of cancer cells is contributing to new discoveries that illuminate the mechanisms of tumorigenesis. To this end, the International Cancer Genome Consortium and The Cancer Genome Atlas are investigating novel alterations of genes that will define the pathways and mechanisms of the development and growth of cancers. These efforts contribute to the development of innovative pharmaceuticals as well as to the introduction of genome sequencing as a component of personalized medicine. In particular, chromosomal translocations that fuse coding sequences serve as important pharmaceutical targets and diagnostic markers given their association with tumorigenesis. Although increasing numbers of fusion genes are being discovered using NGS, the methodology used to identify such fusion genes is complicated, expensive, and requires relatively large samples. Here, to address these problems, we describe the design and development of a panel of 491 fusion genes that performed well in the analysis of cultured human cancer cell lines and 600 clinical tumor specimens.
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Comparison of Clinically Relevant Mutation Profiles Between Preoperative Biopsy and Corresponding Surgically Resected Specimens in Japanese Patients With Non-Small-cell Lung Cancer by Amplicon-based Massively Parallel Sequencing. Clin Lung Cancer 2016; 18:519-526.e1. [PMID: 28057436 DOI: 10.1016/j.cllc.2016.11.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2016] [Revised: 11/15/2016] [Accepted: 11/22/2016] [Indexed: 10/20/2022]
Abstract
BACKGROUND Amplicon-based massively parallel sequencing (MPS) is an effective platform for identifying clinically actionable mutations across many genes in limited amounts of tissue. Most lung cancers are diagnosed and staged using small tissue samples obtained by transbronchial biopsy (TBB). To determine whether the mutations in TBB specimens detected by amplicon-based MPS reflect those present in the tumors, we compared the mutational profiles of preoperative TBB specimens and corresponding surgically resected specimens. PATIENTS AND METHODS Fresh-frozen primary tumor specimens from non-small-cell lung cancer patients (n = 46) obtained preoperatively by TBB and during surgical resection were analyzed. The concordance of mutations detected by amplicon-based MPS in the 2 sample types was investigated, and the allele frequency of the mutations common to both specimens from the same patient was determined. RESULTS An initial assessment of DNA quantity revealed that 46% of the TBB specimens (21 of 46) had less than the lower limit for amplicon-based MPS. These 21 TBB specimens were consequently omitted from the analysis. Of the 29 mutations detected in the TBB and/or surgically resected specimens from 25 patients, 23 were present in both samples, for a concordance rate of 79%. CONCLUSION Amplicon-based MPS with TBB specimens approximately reflects clinically relevant tumor mutation profiles. However, the rate of TBB specimens with sufficient DNA quantity for amplicon-based MPS was only around 50%. Therefore, surgically resected specimens have a valuable role in exploratory and comprehensive genomic profiling.
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An evaluation of the association between molecular signature and postoperative recurrence in patients with non-small cell lung cancer. Eur J Cancer 2016. [DOI: 10.1016/s0959-8049(16)32721-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Frequency of EGFR T790M mutation and multimutational profiles of rebiopsy samples from non-small cell lung cancer developing acquired resistance to EGFR tyrosine kinase inhibitors in Japanese patients. BMC Cancer 2016; 16:864. [PMID: 27821131 PMCID: PMC5100094 DOI: 10.1186/s12885-016-2902-0] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Accepted: 10/30/2016] [Indexed: 01/29/2023] Open
Abstract
Background The majority of non-small cell lung cancer (NSCLC) patients with epidermal growth factor receptor (EGFR) mutation eventually develop resistance to EGFR tyrosine kinase inhibitors (TKIs). Minimal information exists regarding genetic alterations in rebiopsy samples from Asian NSCLC patients who develop acquired resistance to EGFR-TKIs. Methods We retrospectively reviewed the medical records of patients with NSCLC harboring EGFR mutations who had undergone rebiopsies after developing acquired resistance to EGFR-TKIs. We analyzed 27 practicable samples using a tumor genotyping panel to assess 23 hot-spot sites of genetic alterations in nine genes (EGFR, KRAS, BRAF, PIK3CA, NRAS, MEK1, AKT1, PTEN, and HER2), gene copy number of EGFR, MET, PIK3CA, FGFR1, and FGFR2, and ALK, ROS1, and RET fusions. Additionally, 34 samples were analyzed by commercially available EGFR mutation tests. Results Sixty-one patients underwent rebiopsy. Twenty-seven samples were analyzed using our tumor genotyping panel, and 34 samples were analyzed for EGFR mutations only by commercial clinical laboratories. Twenty-one patients (34 %) had EGFR T790M mutation. Using our tumor genotyping panel, MET gene copy number gain was observed in two of 27 (7 %) samples. Twenty patients received continuous treatment with EGFR-TKIs even after disease progression, and 11 of these patients had T790M mutation in rebiopsy samples. In contrast, only 10 of 41 patients who finished EGFR-TKI treatment at disease progression had T790M mutation. The frequency of T790M mutation in patients who received continuous treatment with EGFR-TKIs after disease progression was significantly higher than that in patients who finished EGFR-TKI treatment at disease progression (55 % versus 24 %, p = 0.018). Conclusions The frequency of T790M mutation in this study was lower than that in previous reports examining western patients. These results suggest that continuous treatment with EGFR-TKI after disease progression may enhance the frequency of EGFR T790M mutation in rebiopsy samples. Electronic supplementary material The online version of this article (doi:10.1186/s12885-016-2902-0) contains supplementary material, which is available to authorized users.
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Drastic initial response and subsequent response to two ALK inhibitors in a patient with a highly aggressive ALK-rearranged inflammatory myofibroblastic tumor arising in the pleural cavity. Lung Cancer 2016; 99:151-4. [DOI: 10.1016/j.lungcan.2016.07.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2016] [Revised: 05/24/2016] [Accepted: 07/03/2016] [Indexed: 01/12/2023]
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Novel Tumor-specific Mutations in Receptor Tyrosine Kinase Subdomain IX Significantly Reduce Extracellular Signal-regulated Kinase Activity. Anticancer Res 2016; 36:2733-2744. [PMID: 27272783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Accepted: 05/08/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND/AIM The identification of additional therapeutic targets by clinical molecular profiling is necessary to expand the range of molecular-targeted cancer therapeutics. This study aimed to identify novel functional tumor-specific single nucleotide variants (SNVs) in the kinase domain of receptor tyrosine kinases (RTKs), from whole-exome sequencing (WES) data. MATERIALS AND METHODS SNVs were selected from WES data of multiple cancer types using both cancer-related databases and the index reflecting molecular evolution. Immunoblotting and luciferase assay were performed to assess the function of selected SNVs. RESULTS Among the seven selected SNVs, two, namely neurotrophic receptor tyrosine kinase 1 (NTRK1) V710A and fms related tyrosine kinase 3 (FLT3) K868N, detected in kinase subdomain IX, were investigated. These SNVs inhibited the autophosphorylation of the respective RTKs, thereby reducing the activity of extracellular signal-regulated kinases. CONCLUSION RTK subdomain IX is a promising target for the molecular design of kinase inhibitors.
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Prospective Analysis of Oncogenic Driver Mutations and Environmental Factors: Japan Molecular Epidemiology for Lung Cancer Study. J Clin Oncol 2016; 34:2247-57. [PMID: 27161973 DOI: 10.1200/jco.2015.64.2322] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
PURPOSE Oncogenic driver mutations are critical for lung cancer development and serve as therapeutic targets. However, their associations with environmental factors are not fully understood. We aimed to elucidate the relationship between tumor developmental biology and exposure to environmental factors. PATIENTS AND METHODS This was a prospective, multicenter, molecular epidemiology study. Eligible patients were those with newly diagnosed stages I to IIIB non-small-cell lung cancer (NSCLC) who underwent surgery. The tumors were examined for somatic mutations in 72 cancer-associated genes by targeted deep sequencing, estrogen receptor β (ERβ) expression using immunohistochemical staining, and infection with any of 37 types of human papillomavirus (HPV) using a polymerase chain reaction-based microarray system. Detailed information on patient demographics and environmental factors was obtained from a comprehensive questionnaire. RESULTS From July 2012 to December 2013, 957 patients were enrolled, and molecular analyses were performed on 876 samples (from 441 ever- and 435 never-smokers). Oncogenic driver mutations in P53 and KRAS increased proportionally with smoking status, whereas mutations in EGFR and SMAD4 decreased. KRAS mutations in smokers and SMAD4 mutations were observed more frequently in proportion to body mass index. TP53 and NFE2L2 mutations were observed more frequently in advanced NSCLC stages. As for never-smokers, no environmental factors were significantly associated with mutational changes. EGFR mutations and TP53 mutations were observed more frequently in women and in men, respectively. Mutations in these two genes were also potentially associated with ERβ expression. Only three patients (0.3%) were HPV positive. CONCLUSION The mutational spectrum is associated with smoking, body mass index, and other environmental factors, as well as with ERβ expression. Little association was observed between HPV and NSCLC.
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Abstract A61: Association of clinico-pathological features with epidermal growth factor receptor mutant allele frequency in patients with non-small cell lung cancer. Mol Cancer Ther 2015. [DOI: 10.1158/1535-7163.targ-15-a61] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: One of the most interesting aspects relating to tumor heterogeneity is the relevance and clinical significance of mutant allele frequency (MAF) within a tumor. However, it remains unknown whether epidermal growth factor receptor (EGFR) MAF is associated with clinico-pathological features in patients. The aim of this study is to assess the clinico-pathological features associated with EGFR MAF in patients with non-small cell lung cancer.
Methods: Based on a biobanking system in conjunction with our institution, we assessed EGFR substitution mutation status using the pyrosequencing method.
Results: A total of 96 non-small cell lung cancer patients were identified as carrying EGFR substitution mutations using pyrosequencing to analyze histological and surgical specimens. In fifty-seven cases (59.4%) surgical specimens were taken and in 39 cases (40.6%) FFPE specimens were used. The median age of patients was 69 years (range: 37-84 years); stage IA/ IB/ IIA/ IIB/ IIIA/ IIIB/ IV, 32 (33.3%)/ 10 (10.4%)/ 7 (7.3%)/ 3 (3.1%)/ 5 (5.2%)/ 2 (2.1%)/ 37 (38.5%); mutation type L858R/ G719X/ L861Q, 85 (88.5%)/ 9 (9.4%)/ 2 (2.1%); histological type adenocarcinoma/ others, 90 (93.8%)/ 6 (6.2%); and median EGFR MAF was 18% (range: 6%-82%). The EGFR MAF did not differ significantly between 51 early stage (stage I, II) patients (53.1%, median: 19%) and 45 late stage (stage III, IV) patients (46.9%, median: 17%) (p = 0.48), 50 smoker patients (52.1%, median: 19%) and 46 never-smoker patients (47.9%, median: 16.5%) (p = 0.28), 58 non-elderly adults (≤ 70) patients (60.4%, median: 18.5%) and 38 elderly (> 70) patients (39.6%, median: 18%) (p = 0.37), and 47 male patients (49.0%, median: 19%) and 49 female patients (51.0%, median: 16.5%) (p = 0.13). However, the EGFR MAF was significantly elevated in 48 patients with moderately differentiated tumors (50.0%, median: 22%) compared to 30 patients with well differentiated tumors (31.3%, median: 13%) (p = 0.02) and 18 patients with poorly differentiated tumors (18.7%, median: 13%) (p = 0.01).
Conclusion: EGFR MAF, measured by pyrosequencing, was not significantly associated with differences in clinical background, but was significantly associated with pathological differentiation in patients with non-small cell lung cancer.
Citation Format: Akira Ono, Hirotsugu Kenmotsu, Masakuni Serizawa, Shota Omori, Kazuhisa Nakashima, Kazushige Wakuda, Tateaki Naito, Haruyasu Murakami, Yasuhisa Ohde, Masahiro Endo, Takashi Nakajima, Toshiaki Takahashi. Association of clinico-pathological features with epidermal growth factor receptor mutant allele frequency in patients with non-small cell lung cancer. [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2015 Nov 5-9; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2015;14(12 Suppl 2):Abstract nr A61.
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The efficacy of uracil DNA glycosylase pretreatment in amplicon-based massively parallel sequencing with DNA extracted from archived formalin-fixed paraffin-embedded esophageal cancer tissues. Cancer Genet 2015; 208:415-27. [PMID: 26194062 DOI: 10.1016/j.cancergen.2015.05.001] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2014] [Revised: 04/10/2015] [Accepted: 05/01/2015] [Indexed: 12/21/2022]
Abstract
Advances in mutation testing for molecular-targeted cancer therapies have led to the increased use of archived formalin-fixed paraffin-embedded (FFPE) tumors. However, DNA extracted from FFPE tumors (FFPE DNA) is problematic for mutation testing, especially for amplicon-based massively parallel sequencing (MPS), owing to DNA fragmentation and artificial C:G > T:A single nucleotide variants (SNVs) caused by deamination of cytosine to uracil. Therefore, to reduce artificial C:G > T:A SNVs in amplicon-based MPS using FFPE DNA, we evaluated the efficacy of uracil DNA glycosylase (UDG) pretreatment, which can eliminate uracil-containing DNA molecules, with 126 archived FFPE esophageal cancer specimens. We also examined the association between the frequency of C:G > T:A SNVs and DNA quality, as assessed by a quantitative PCR (qPCR)-based assay. UDG pretreatment significantly lowered the frequency of C:G > T:A SNVs in highly fragmented DNA (by approximately 60%). This effect was not observed for good- to moderate-quality DNA, suggesting that a predictive assay (i.e., DNA quality assessment) needs to be performed prior to UDG pretreatment. These results suggest that UDG pretreatment is efficacious for mutation testing by amplicon-based MPS with fragmented DNA from FFPE samples.
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