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Choi H, Na KJ. Pan-cancer analysis of tumor metabolic landscape associated with genomic alterations. Mol Cancer 2018; 17:150. [PMID: 30333042 PMCID: PMC6192220 DOI: 10.1186/s12943-018-0895-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Accepted: 09/25/2018] [Indexed: 01/03/2023] Open
Abstract
Although metabolic alterations are one of the hallmarks of cancer, there is a lack of understanding of how metabolic landscape is reconstituted according to cancer progression and which genetic alterations underlie its heterogeneity within cancer cells. Here, the configuration of the metabolic landscape according to genetic alteration is examined across 7648 subjects representing 29 cancers. The metabolic landscape and its reconfiguration according to the accumulated mutation maintained characteristics of their tissue of origin. However, there were some common patterns across cancers in terms of the association with cancer progression. Carbohydrate and pyrimidine metabolism showed the highest positive correlation with tumor metabolic burden and they were also common poor prognostic pathways in several cancer types. We additionally examined whether genetic alterations associated with the heterogeneity of metabolic landscape. Genetic alterations associated with each metabolic pathway differed between cancers, however, they were a part of cancer drivers in most cancer types.
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Letter |
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A comprehensive analysis of the microbiota composition and host driver gene mutations in colorectal cancer. Invest New Drugs 2022; 40:884-894. [PMID: 35727391 PMCID: PMC9395472 DOI: 10.1007/s10637-022-01263-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 05/25/2022] [Indexed: 12/24/2022]
Abstract
Studies of both, microbiota and target therapy associated with gene mutations in colorectal cancer, (CRC) have attracted increasing attention. However, only a few of them analyzed the combined effects on CRC. we analyzed differences in intestinal microbiota of 44 colorectal cancer patients and 20 healthy controls (HC) using 16S rRNA gene sequencing of fecal samples. For 39 of the CRC patients, targeted Next Generation Sequencing (NGS) was carried out at formalin fixed paraffin embedded (FFPE) samples to identify somatic mutation profiles. Compared to the HC group, the microbial diversity of CRC patients was significantly lower. In the CRC group, we found a microbiome that was significantly enriched for strains of Bifidobacterium, Bacteroides, and Megasphaera whereas in the HC group the abundance of Collinsella, Faecalibacterium, and Agathobacter strains was higher. Among the mutations detected in the CRC group, the APC gene had the highest mutation rate (77%, 30/39). We found that the KRAS mutant type was closely associated with Faecalibacterium, Roseburia, Megamonas, Lachnoclostridium, and Harryflintia. Notably, Spearman correlation analysis showed that KRAS mutations were negatively correlated with the existence of Bifidobacterium and positively correlated with Faecalibacterium. By employing 16S rRNA gene sequencing, we identified more unique features of microbiota profiles in CRC patients. For the first time, our study showed that gene mutations could directly be linked to the microbiota composition of CRC patients. We hypothesize that the effect of a targeted colorectal cancer therapy is also closely related to the colorectal flora, however, this requires further investigation.
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Kobayashi M, Sakakibara T, Inoue A, Fukuhara T, Sasano H, Ichinose M, Nukiwa T. Effective enrichment strategy for EML4-ALK fusion gene screening in patients with non-small cell lung cancer. Respir Investig 2013; 52:49-56. [PMID: 24388371 DOI: 10.1016/j.resinv.2013.06.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2012] [Revised: 05/02/2013] [Accepted: 06/13/2013] [Indexed: 02/07/2023]
Abstract
BACKGROUND A novel fusion gene that comprises the echinoderm microtubule-associated protein-like 4 (EML4) and anaplastic lymphoma kinase (ALK) genes was recently identified in non-small cell lung cancer (NSCLC), particularly in adenocarcinoma. A specific ALK inhibitor has been shown to exert anti-tumor effects in NSCLC with the EML4-ALK fusion gene. Previous reports suggested an EML4-ALK incidence of approximately 5% in a pan-NSCLC population, with an increased frequency in younger patients, but an appropriate strategy for further selecting patients with the EML4-ALK fusion gene remains unknown. METHODS Patients, 55 years of age or younger, who were diagnosed with NSCLC without typical squamous cell carcinoma features at our institute were retrospectively evaluated. The tumor specimens were examined by immunohistochemistry for the EML4-ALK fusion gene and by polymerase chain reaction for epidermal growth factor receptor (EGFR) mutations. RESULTS Between January 2004 and September 2011, the EML4-ALK fusion gene was detected in 19.6% (9/46) of patients. The fusion gene incidence increased to 31% (9/29) when patients with EGFR mutations were excluded. The EML4-ALK fusion gene was further detected in 2 cases of undifferentiated cell carcinoma. CONCLUSIONS EML4-ALK fusion gene examinations could be more effectively performed by selecting young NSCLC patients without EGFR mutations, whereas selection on the basis of a non-smoking or adenocarcinoma history, as reported in previous studies, may not correctly identify the patient groups with potential EML4-ALK fusion gene.
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Ma Y, Zhao J, Du Y, Wang R, Ji X, Wu J, Guo X, Liu Y, Zhang Y. Multigene Combined Detection by RT-qPCR Using Cytological Specimens. Acta Cytol 2021; 65:393-402. [PMID: 34343999 DOI: 10.1159/000514821] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 01/27/2021] [Indexed: 12/24/2022]
Abstract
OBJECTIVE The aim of the study was to investigate the mutation status of multiple driver genes by RT-qPCR and their significance in advanced lung adenocarcinoma using cytological specimens. MATERIALS AND METHODS 155 cytological specimens that had been diagnosed with lung adenocarcinoma in the Fourth Hospital of Hebei Medical University were selected from April to November 2019. The cytological specimens included serous cavity effusion and fine-needle aspiration biopsies. Among cytological specimens, 108 cases were processed by using the cell block method (CBM), and 47 cases were processed by the disposable membrane cell collector method (MCM) before DNA/RNA extraction. Ten drive genes of EGFR, ALK, ROS1, BRAF, KRAS, NRAS, HER2, RET, PIK3CA, and MET were combined detected at one step by the amplification refractory mutation system and ABI 7500 RT-qPCR. RESULTS The purity of RNA (p = 0.005) and DNA (p = 0.001) extracted by using the MCM was both significantly higher than that extracted by using the CBM. Forty-seven cases of fresh cell specimens processed by the MCM all succeeded in multigene detections, while of 108 specimens processed by the CBM, 6 cases failed in multigene detections. Among 149 specimens, single-gene mutation rates of EGFR, ALK, ROS1, RET, HER2, MET, KRAS, NRAS, BRAF, and PIK3CA mutations were 57.71%, 6.04%, 3.36%, 2.68%, 2.01%, 2.01%, 1.34%, 0.67%, 0% and 0% respectively, and 6 cases including 2 coexistence mutations. We found that mutation status was correlated with gender (p = 0.047), but not correlated with age (p = 0.141) and smoking status (p = 0.083). We found that the EGFR mutation status was correlated with gender (p = 0.003), age (p = 0.015) and smoking habits (p = 0.007), and ALK mutation status was correlated with age (p = 0.002). CONCLUSION Compared with the CBM, the MCM can improve the efficiency of DNA/RNA extraction and PCR amplification by removing impurities and enriching tumor cells. And we speculate that the successful detection rate of fresh cytological specimens was higher than that of paraffin-embedded specimens. EGFR, ALK, and ROS1 mutations were the main driver mutations in patients with advanced lung adenocarcinoma. We speculate that EGFR and ALK are more prone to concomitant mutations, respectively. Targeted therapies for patients with coexisting mutations need further study.
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Karayama M, Suda T, Yoh K, Usui K, Hosomi Y, Kishi K, Naka G, Watanabe K, Tamano S, Uemura K, Kunitoh H. Difference in efficacy of osimertinib between patients with EGFR-positive NSCLC with postoperative recurrence and those with de novo unresectable disease: A prospective, observational study. Lung Cancer 2024; 198:108037. [PMID: 39602849 DOI: 10.1016/j.lungcan.2024.108037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Revised: 11/19/2024] [Accepted: 11/21/2024] [Indexed: 11/29/2024]
Abstract
BACKGROUND Although clinical trials of systemic chemotherapy for advanced non-small-cell lung cancer (NSCLC) have included both postoperative recurrence and de novo unresectable cases, postoperative recurrence is reported to have a better efficacy and prognosis. However, there are no efficacy data of first-line osimertinib for postoperative recurrence. METHODS We conducted a post hoc analysis of a multicenter, prospective, observational study that evaluated the efficacy of first-line osimertinib in patients with epidermal growth factor receptor (EGFR)-positive NSCLC. The patients were divided into two groups: those with postoperative recurrence (recurrence group, n = 167) and those with de novo unresectable disease (de novo group, n = 385). RESULTS The recurrence group had a significantly better Eastern Cooperative Oncology Group performance status (ECOG-PS, p < 0.001) and fewer bone metastases (p < 0.001), brain metastases (p < 0.001), cancer pleurisy (p = 0.006), pleural dissemination (p = 0.003), liver metastases (p = 0.017), and adrenal metastases (p = 0.009) at the start of osimertinib than the de novo group. The recurrence group had a significantly better progression-free survival (PFS) and overall survival (OS) than the de novo group (hazard ratio [HR] = 0.62, 95 % confidence interval [CI], 0.49-0.81, p < 0.001; and HR = 0.58, 95 % CI, 0.43-0.79, p < 0.001, respectively). In a 1:1 propensity score-matching analysis, the matched recurrence group had significantly better PFS and OS than the matched de novo group (HR = 0.72, 95 % CI, 0.52-0.99, p = 0.034; and HR = 0.65, 95 % CI, 0.44-0.95, p < 0.001, respectively). CONCLUSION Patients with EGFR-positive NSCLC and postoperative recurrence have a better ECOG-PS and fewer distant metastases at the start of first-line osimertinib, and better PFS and OS than those with de novo unresectable disease. Postoperative recurrence should be considered as a stratification factor in future clinical trials for advanced EGFR-positive NSCLC.
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Goto Y, Watanabe S, Yanagimura N, Arita M, Sato M, Nozaki K, Tanaka T, Saida Y, Maemondo M, Kobayashi K, Hagiwara K, Kikuchi T. The diagnostic value of comprehensive next-generation sequencing for genetic mutations in suspected lung cancer cases with negative pathological cytology. Lung Cancer 2025; 202:108505. [PMID: 40117845 DOI: 10.1016/j.lungcan.2025.108505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2025] [Revised: 03/08/2025] [Accepted: 03/17/2025] [Indexed: 03/23/2025]
Abstract
INTRODUCTION In recent clinical practice, driver gene mutations have been tested using multiplex PCR or next-generation sequencing (NGS), which help determine treatment strategies for non-small cell lung cancer (NSCLC). We developed a new analysis system, the Mutation Investigator using Next-era Sequencer (MINtS), using NGS, which allows for the detection of gene mutations even in cytology specimens with low tumor cell content. Due to its high sensitivity, MINtS has the potential to detect gene mutations even in specimens that are pathologically negative for cancer. In the present study, we examined the utility of MINtS-based mutation detection in cytology-negative specimens. METHODS We retrospectively analyzed the data of patients who were enrolled in the NEJ021A study, which was a prospective observational study investigating the performance of MINtS. Although NEJ021A was a multicenter study, we included only patients enrolled at Niigata University Medical and Dental Hospital. RESULTS Cytology specimens from 486 patients with suspected lung cancer were analyzed using MINtS. Among the cytology-positive cases, driver gene mutations were detected in 37.3 % (93/249) of patients, whereas in cytology-negative cases, driver gene mutations were detected in 20.2 % (47/233) of patients using MINtS. Of the 47 patients whose specimens were cytology-negative and MINtS-positive, 42 were histologically or clinically diagnosed with NSCLC and received treatment. CONCLUSIONS Even in patients without a pathological diagnosis of lung cancer, MINtS can identify driver gene mutations, which can be useful for guiding subsequent treatment decisions.
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Zhang W, Wang J, Wang Q, Cheng Y, Yang L, Li Y, Zhong H, Chu T, Dong Y, Zhang Y, Qian F, Xiong L, Shi C, Zhang C, He Z, Zhu J, Liu X, Ma H, Li K, Han B. A randomized double-blind trial of TQB2450 with or without anlotinib in pretreated driver-negative non-small cell lung cancer. Lung Cancer 2023; 184:107353. [PMID: 37647728 DOI: 10.1016/j.lungcan.2023.107353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 07/31/2023] [Accepted: 08/19/2023] [Indexed: 09/01/2023]
Abstract
OBJECTIVE Immune monotherapy as second-line treatment confers only modest survival benefit on non-small cell lung cancer (NSCLC) patients with no mutated driver genes, necessitating combination treatment strategies. This phase Ib trial investigated the efficacy and safety of anti-PD-L1 antibody TQB2450 plus antiangiogenic drug anlotinib for NSCLC. MATERIALS AND METHODS Pretreated stage IIIB or IV NSCLC patients with wild-type EGFR/ALK and minimally one measurable lesion were randomized 1:1:1 to receive TQB2450 1200 mg plus placebo, or TQB2450 1200 mg plus anlotinib 10 or 12 mg. The primary outcome was progression-free survival (PFS) and the secondary outcomes included objective response rate (ORR). RESULTS Thirty-three patients received TQB2450 plus placebo and 34 patients each received TQB2450 plus anlotinib 10 mg and 12 mg. At the data cutoff, the median PFS was 8.7 months (95% CI 6.1-17.1) in the TQB2450 plus anlotinib group and 2.8 months (95% CI 1.4-4.7) in the TQB2450 only group. The ORR reached 30.9% (95% CI 20.2%-43.3%) in the TQB2450 plus anlotinib group and was 3.0% (95% CI 0.1%-15.8%) in the TQB2450 only group. In patients with PD-L1 ≥ 1%, the ORR was 50.0% (95% CI 33.4%-66.6%) for TQB2450 plus anlotinib and 5.3% (95% CI 0.1%-26.0%) for TQB2450 plus placebo. No new safety signals were observed. CONCLUSION Anlotinib plus TQB2450 demonstrated promising antitumor activities in advanced NSCLC patients without EGFR and ALK alterations and the toxicities were overall manageable. The study findings support the continued development of TQB2450 plus anlotinib for advanced NSCLC patients without driver gene alterations.
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Characteristic computed tomography features in mesenchymal-epithelial transition exon14 skipping-positive non-small cell lung cancer. BMC Pulm Med 2022; 22:260. [PMID: 35773658 PMCID: PMC9245203 DOI: 10.1186/s12890-022-02037-4] [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: 03/31/2022] [Accepted: 06/13/2022] [Indexed: 11/18/2022] Open
Abstract
Background Mesenchymal-epithelial transition exon14 (METex14) skipping is one of the therapeutic driver oncogene mutations in non-small cell lung cancer (NSCLC), and can be treated with tepotinib and capmatinib. There is only one report on computed tomography (CT) findings of METex14 skipping-positive NSCLC, which shows that the primary tumor tends to have a large mass in the upper lobe, and extrathoracic metastases are common. This study examined the CT findings of METex14 skipping-positive NSCLC, focusing on the features of the margins and internal structures. Methods We consecutively included patients with METex14 skipping-positive NSCLC who were diagnosed between January 2018 and December 2020 at four independent institutions. We retrospectively reviewed the patient demographics and CT findings for tumor margins (invasion into surrounding tissue, lobulation, pleural indentation, spicula, and ground-glass opacity) and internal structures (air bronchograms, cavitation and internal low-density area). Results Fifteen patients with METex14 skipping-positive NSCLC were identified. Almost half of the patients were men (7/15; 46.7%), and their median age was 75.0 years. More than half were either current or former smokers (9/15; 60.0%). A vast majority of histological subtypes were adenocarcinoma (10/15; 66.7%), followed by pleomorphic carcinoma (3/15; 20.0%) and squamous cell carcinoma (2/15; 13.3%). With regard to CT findings, most primary tumors presented as masses larger than 30 mm (12/15; 80.0%) and were located in the upper lobes (12/15; 80.0%). Invasion into surrounding tissue and presence of internal low-density areas were observed in 60.0% (9/15) and 66.7% (10/15) of the primary tumors, respectively. Additionally, their frequencies increased to 72.7% (8/11) and 90.9% (10/11) in stage III/IV cases, respectively. In lymph node metastasis, internal low-density areas were observed in 8/10 cases (80.0%). Although these two CT features were rarely observed in distant metastases at diagnosis, they became apparent with progression of the metastatic tumor size. Conclusions METex14 skipping-positive NSCLC tumors tend to invade surrounding tissue and possess internal low-density areas. These CT findings might be characteristic of METex14 skipping-positive NSCLC. Supplementary Information The online version contains supplementary material available at 10.1186/s12890-022-02037-4.
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Panya A, Thepmalee C, Sawasdee N, Saengmuang S, Luangwattananun P, Yenchitsomanus PT. Enhancing cholangiocarcinoma immunotherapy with adoptive T cells targeting HLA-restricted neoantigen peptides derived from driver gene mutations. Biomed Pharmacother 2023; 168:115827. [PMID: 37939617 DOI: 10.1016/j.biopha.2023.115827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Revised: 10/26/2023] [Accepted: 10/31/2023] [Indexed: 11/10/2023] Open
Abstract
Precision immunotherapy, driven by genomic and bioinformatic advancements, has emerged as a promising and viable approach to combat cancer. Targeting neoantigens offers the advantage of specific immune responses with minimal off-tumor toxicity. In this study, we investigated the potential of adoptive T cells activated by HLA-restricted neoantigen peptides from driver gene mutations for treating cholangiocarcinoma (CCA), a highly aggressive cancer with poor prognosis and high mortality rates. Through whole exome sequencing of CCA cell lines, KKU-213A and KKU-100, we identified mutations in common driver genes and predicted corresponding HLA-restricted peptides. Peptides from KRAS, RNF43, and TP53 mutations exhibited strong binding affinity to HLA-A11, as validated through molecular docking and T2-cell binding assays. Dendritic cells (DCs) from healthy donors expressing HLA-A* 11:01, pulsed with individual or pooled peptides, showed comparable levels of costimulatory molecules (CD11c, CD40, CD86, and HLA-DR) to conventional DCs but higher expression of maturation markers, CD80 and CD86. Autologous HLA-A* 11:01-restricted T cells, activated by peptide-pulsed DCs, effectively lysed KKU-213A (HLA-A*11:01) cells, outperforming conventional tumor lysate-pulsed DCs. This effect was specific to HLA-A* 11:01-restricted T cells and not observed in KKU-100 (HLA-A*33:03) cells. Moreover, HLA-A* 11:01-restricted T cells exhibited elevated levels of IFN-gamma, granulysin, and granzyme B, indicating their potent anti-tumor capabilities. These findings underscore the specificity and efficiency of HLA-A* 11:01-restricted T cells targeting KRAS, RNF43, TP53 mutated CCA cells, and offer valuable insights for developing immunotherapeutic strategies and therapeutic peptide-vaccines for CCA treatment.
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