1
|
Zhang M, He D, Zhang Y, Cheng K, Li H, Zhou Y, Long Q, Liu R, Liu J. Chromothripsis is a novel biomarker for prognosis and differentiation diagnosis of pancreatic neuroendocrine neoplasms. MedComm (Beijing) 2024; 5:e623. [PMID: 38988495 PMCID: PMC11234462 DOI: 10.1002/mco2.623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 04/22/2024] [Accepted: 05/20/2024] [Indexed: 07/12/2024] Open
Abstract
This study aimed to identify the role of chromothripsis as a novel biomarker in the prognosis and differentiation diagnosis of pancreatic neuroendocrine neoplasms (pNENs). We conducted next-generation gene sequencing in a cohort of 30 patients with high-grade (G3) pNENs. As a reference, a similar analysis was also performed on 25 patients with low-grade (G1/G2) pancreatic neuroendocrine tumors (pNETs). Chromothripsis and its relationship with clinicopathological features and prognosis were investigated. The results showed that DNA damage response and repair gene alteration and TP53 mutation were found in 29 and 11 patients, respectively. A total of 14 out of 55 patients had chromothripsis involving different chromosomes. Chromothripsis had a close relationship with TP53 alteration and higher grade. In the entire cohort, chromothripsis was associated with a higher risk of distant metastasis; both chromothripsis and metastasis (ENETS Stage IV) suggested a significantly shorter overall survival (OS). Importantly, in the high-grade pNENs group, chromothripsis was the only independent prognostic indicator significantly associated with a shorter OS, other than TP53 alteration or pathological pancreatic neuroendocrine carcinomas (pNECs) diagnosis. Chromothripsis can guide worse prognosis in pNENs, and help differentiate pNECs from high-grade (G3) pNETs.
Collapse
Affiliation(s)
- Ming‐Yi Zhang
- Department of Biotherapy, West China HospitalSichuan UniversityChengduSichuanChina
| | - Du He
- Department of Pathology, West China HospitalSichuan UniversityChengduSichuanChina
| | - Yi Zhang
- Center of Life SciencesPeking UniversityBeijingChina
| | - Ke Cheng
- Department of Biotherapy, West China HospitalSichuan UniversityChengduSichuanChina
| | - Hong‐Shuai Li
- Department of Biotherapy, West China HospitalSichuan UniversityChengduSichuanChina
| | - Yu‐Wen Zhou
- Department of Biotherapy, West China HospitalSichuan UniversityChengduSichuanChina
| | - Qiong‐Xian Long
- Department of Pathology, Nan Chong Central Hospitalthe Second Affiliated Hospital of North Sichuan Medical CollegeNanchongSichuanChina
| | - Rui‐Zhi Liu
- School of Medical and Life SciencesChengdu University of Traditional Chinese MedicineChengduSichuanChina
| | - Ji‐Yan Liu
- Department of Biotherapy, West China HospitalSichuan UniversityChengduSichuanChina
- Sichuan Clinical Research Center of BiotherapyChengduSichuanChina
- Department of OncologyThe First People's Hospital of ZiyangZiyangSichuanChina
| |
Collapse
|
2
|
Andersen KØ, Detlefsen S, Brusgaard K, Christesen HT. Well-differentiated G1 and G2 pancreatic neuroendocrine tumors: a meta-analysis of published expanded DNA sequencing data. Front Endocrinol (Lausanne) 2024; 15:1351624. [PMID: 38868744 PMCID: PMC11167081 DOI: 10.3389/fendo.2024.1351624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 05/02/2024] [Indexed: 06/14/2024] Open
Abstract
Introduction Well-differentiated pancreatic neuroendocrine tumors (PNETs) can be non-functional or functional, e.g. insulinoma and glucagonoma. The majority of PNETs are sporadic, but PNETs also occur in hereditary syndromes, primarily multiple endocrine neoplasia type 1 (MEN1). The Knudson hypothesis stated a second, somatic hit in MEN1 as the cause of PNETs of MEN1 syndrome. In the recent years, reports on genetic somatic events in both sporadic and hereditary PNETs have emerged, providing a basis for a more detailed molecular understanding of the pathophysiology. In this systematic review and meta-analysis, we made a collation and statistical analysis of aggregated frequent genetic alterations and potential driver events in human grade G1/G2 PNETs. Methods A systematic search was performed in concordance with the Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) reporting guidelines of 2020. A search in Pubmed for published studies using whole exome, whole genome, or targeted gene panel (+400 genes) sequencing of human G1/G2 PNETs was conducted at the 25th of September 2023. Fourteen datasets from published studies were included with data on 221 patients and 225 G1/G2 PNETs, which were divided into sporadic tumors, and hereditary tumors with pre-disposing germline variants, and tumors with unknown germline status. Further, non-functioning and functioning PNETs were distinguished into two groups for pathway evaluation. The collated genetical analyses were conducted using the 'maftools' R-package. Results Sporadic PNETs accounted 72.0% (162/225), hereditary PNETs 13.3% (30/225), unknown germline status 14.7% (33/225). The most frequently altered gene was MEN1, with somatic variants and copy number variations in overall 42% (95/225); hereditary PNETs (germline variations in MEN1, VHL, CHEK2, BRCA2, PTEN, CDKN1B, and/or MUTYH) 57% (16/30); sporadic PNETs 36% (58/162); unknown germline status 64% (21/33). The MEN1 point mutations/indels were distributed throughout MEN1. Overall, DAXX (16%, 37/225) and ATRX-variants (12%, 27/225) were also abundant with missense mutations clustered in mutational hotspots associated with histone binding, and translocase activity, respectively. DAXX mutations occurred more frequently in PNETs with MEN1 mutations, p<0.05. While functioning PNETs shared few variated genes, non-functioning PNETs had more recurrent variations in genes associated with the Phosphoinositide 3-kinase, Wnt, NOTCH, and Receptor Tyrosine Kinase-Ras signaling onco-pathways. Discussion The somatic genetic alterations in G1/G2 PNETs are diverse, but with distinct differences between sporadic vs. hereditary, and functional vs. non-functional PNETs. Increased understanding of the genetic alterations may lead to identification of more drivers and driver hotspots in the tumorigenesis in well-differentiated PNETs, potentially giving a basis for the identification of new drug targets. (Funded by Novo Nordisk Foundation, grant number NNF19OC0057915).
Collapse
Affiliation(s)
- Kirstine Øster Andersen
- Hans Christian Andersen Children’s Hospital, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Sönke Detlefsen
- Department of Clinical Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
- Odense Pancreas Center (OPAC), Odense, Denmark
- Department of Pathology, Odense University Hospital, Odense, Denmark
| | - Klaus Brusgaard
- Department of Clinical Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
- Odense Pancreas Center (OPAC), Odense, Denmark
- Department of Clinical Genetics, Odense University Hospital, Odense, Denmark
| | - Henrik Thybo Christesen
- Hans Christian Andersen Children’s Hospital, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
- Odense Pancreas Center (OPAC), Odense, Denmark
- Steno Diabetes Center Odense, Odense, Denmark
| |
Collapse
|
3
|
Evolutionary Trajectories of Primary and Metastatic Pancreatic Neuroendocrine Tumors Based on Genomic Variations. Genes (Basel) 2022; 13:genes13091588. [PMID: 36140756 PMCID: PMC9498575 DOI: 10.3390/genes13091588] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/25/2022] [Accepted: 08/30/2022] [Indexed: 12/02/2022] Open
Abstract
Liver metastases are common in pancreatic neuroendocrine tumors (PanNETs) patients and they are considered a poor prognostic marker. This study aims to analyze the spatiotemporal patterns of genomic variations between primary and metastatic tumors, and to identify the key related biomolecular pathways. We performed next-generation sequencing on paired tissue specimens of primary PanNETs (n = 11) and liver metastases (n = 12). Low genomic heterogeneity between primary PanNETs and liver metastases was observed. Genomic analysis provided evidence that polyclonal seeding is a prevalent event during metastatic progression, and may be associated with the progression-free survival. Besides this, copy number variations of BRCA1/BRCA2 seem to be associated with better prognosis. Pathways analysis showed that pathways in cancer, DNA repair, and cell cycle regulation-related pathways were significantly enriched in primary PanNETs and liver metastases. The study has shown a high concordance of gene mutations between the primary tumor and its metastases and the shared gene mutations may occur during oncogenesis and predates liver metastasis, suggesting an earlier onset of metastasis in patients with PanNETs, providing novel insight into genetic changes in metastatic tumors of PanNETs.
Collapse
|
4
|
Zheng K, Liu T, Zhao J, Meng P, Bian Y, Ni C, Wang H, Pan Y, Wu S, Jiang H, Jin G. Mutational landscape and potential therapeutic targets for sporadic pancreatic neuroendocrine tumors based on target next-generation sequencing. Exp Ther Med 2021; 21:415. [PMID: 33747156 PMCID: PMC7967861 DOI: 10.3892/etm.2021.9859] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 09/11/2020] [Indexed: 12/11/2022] Open
Abstract
Pancreatic neuroendocrine tumor (PNET), a heterogenous type of neoplasm with limited treatment options, is relatively rare and to date, the genetic background has remained to be fully elucidated. The present study aimed to determine the mutational landscape of PNET with and without liver metastasis, as well as its clinical application value for treatment. Fresh tumor tissues were collected from 14 patients with PNET following surgery, 4 of whom had developed liver metastasis. Subsequently, targeted next-generation sequencing of 612 cancer-associated genes and comprehensive analysis were performed on the tumor tissues. The results identified 63 somatic mutations in 53 genes in the 14 patients with PNET, amongst which menin 1 was identified as the most recurrently mutated gene. The analysis also identified several novel recurrently mutated genes, including adrenoceptor alpha 2B, ARVCF delta catenin family member, carbamoyl-phosphate synthetase 2, aspartate transcarbamylase, and dihydroorotase and neuregulin 1. Among the 53 mutated genes, 11 were enriched in the PI3K/AKT signaling pathway (adjusted P=7.12x10-5). In addition, 4 patients with PNET with liver metastasis had distinctly different mutational profiles compared with those without liver metastasis; 13 genes were discovered to be exclusively mutated in the liver metastasis group of the patients with PNET, including ATRX chromatin remodeler, thioredoxin reductase 2, anus kinase 3, ARVCF delta catenin family member, integrin subunit alpha V and RAD50 double strand break repair protein. In addition, two potentially actionable alterations in BRCA2 DNA repair-associated (p.Q548Q) and neurofibromin 1 (p.Q1188X) were identified using the OncoKB database. In conclusion, the present study generated a comprehensive mutational profile of 14 patients with PNET and further described the features of patients with liver metastasis, which highlights potential targets for drug development of PNET.
Collapse
Affiliation(s)
- Kailian Zheng
- Department of General Surgery, Shanghai Changhai Hospital, Naval Medical University, Shanghai 200433, P.R. China
| | - Tao Liu
- Department of Emergency, Shanghai Changhai Hospital, Naval Medical University, Shanghai 200433, P.R. China
| | - Jiangman Zhao
- Shanghai Zhangjiang Institute of Medical Innovation, Shanghai 201204, P.R. China.,Shanghai Biotecan Pharmaceuticals Co., Ltd., Shanghai 201204, P.R. China
| | - Peng Meng
- Shanghai Zhangjiang Institute of Medical Innovation, Shanghai 201204, P.R. China.,Shanghai Biotecan Pharmaceuticals Co., Ltd., Shanghai 201204, P.R. China
| | - Yun Bian
- Department of Imaging, Shanghai Changhai Hospital, Naval Medical University, Shanghai 200433, P.R. China
| | - Chenming Ni
- Department of General Surgery, Shanghai Changhai Hospital, Naval Medical University, Shanghai 200433, P.R. China
| | - Huan Wang
- Department of General Surgery, Shanghai Changhai Hospital, Naval Medical University, Shanghai 200433, P.R. China
| | - Yaqi Pan
- Department of General Surgery, Shanghai Changhai Hospital, Naval Medical University, Shanghai 200433, P.R. China
| | - Shouxin Wu
- Shanghai Zhangjiang Institute of Medical Innovation, Shanghai 201204, P.R. China.,Shanghai Biotecan Pharmaceuticals Co., Ltd., Shanghai 201204, P.R. China
| | - Hui Jiang
- Department of Pathology, Shanghai Changhai Hospital, Naval Medical University, Shanghai 200433, P.R. China
| | - Gang Jin
- Department of General Surgery, Shanghai Changhai Hospital, Naval Medical University, Shanghai 200433, P.R. China
| |
Collapse
|
5
|
Arakelyan J, Zohrabyan D, Philip PA. Molecular profile of pancreatic neuroendocrine neoplasms (PanNENs): Opportunities for personalized therapies. Cancer 2020; 127:345-353. [PMID: 33270905 DOI: 10.1002/cncr.33354] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 11/08/2020] [Accepted: 11/10/2020] [Indexed: 02/06/2023]
Abstract
Pancreatic neuroendocrine neoplasms (panNENs) are the second most common epithelial tumors of the pancreas. Despite improvements in prognostic grading and staging systems, it remains a challenge to predict the clinical behavior of panNENs and the response to specific therapies given the high degree of heterogeneity of these tumors. Most panNENs are nonfunctional and present as advanced disease. However, systemic therapies provide modest benefits. Therefore, there is a need for predictive biomarkers to develop personalized treatment and to advance new drug development. The somatostatin receptors remain the only clinically established prognostic and predictive biomarkers in panNENs. Oncogenic drivers are at a very low frequency. Commonly mutated genes in panNENs include MEN1, chromatin remodeling genes (DAXX and ATRX), and mammalian target of rapamycin pathway genes. In contrast, poorly differentiated neuroendocrine carcinomas (panNECs), which carry a very poor prognosis, have distinctive mutations in certain genes (eg, RB1 and p53). Ongoing research to integrate epigenomics will provide tremendous opportunities to improve current understanding of the clinical heterogeneity of pancreatic neuroendocrine tumors and provide invaluable insight into the biology of these tumors, new drug development, and establishing personalized therapies.
Collapse
Affiliation(s)
- Jemma Arakelyan
- Department of Oncology, Yerevan State Medical University, Yerevan, Armenia.,Adult Solid Tumor Chemotherapy Clinic, Professor Yeolan Hematology Center, Yerevan, Armenia
| | - Davit Zohrabyan
- Department of Oncology, Yerevan State Medical University, Yerevan, Armenia.,Adult Solid Tumor Chemotherapy Clinic, Professor Yeolan Hematology Center, Yerevan, Armenia
| | - Philip A Philip
- Department of Oncology, Yerevan State Medical University, Yerevan, Armenia.,Department of Oncology, School of Medicine, Wayne State University, Detroit, Michigan.,Department of Pharmacology, School of Medicine, Wayne State University, Detroit, Michigan.,Barbara Ann Karmanos Cancer Center, Detroit, Michigan
| |
Collapse
|
6
|
Zhang MY, He D, Zhang S. Pancreatic neuroendocrine tumors G3 and pancreatic neuroendocrine carcinomas: Differences in basic biology and treatment. World J Gastrointest Oncol 2020; 12:705-718. [PMID: 32864039 PMCID: PMC7428799 DOI: 10.4251/wjgo.v12.i7.705] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 05/17/2020] [Accepted: 06/17/2020] [Indexed: 02/05/2023] Open
Abstract
In 2017 the World Health Organization revised the criteria for classification of pancreatic neuroendocrine neoplasms (pNENs) after a consensus conference at the International Agency for Research on Cancer. The major change in the new classification was to subclassify the original G3 group into well-differentiated pancreatic neuroendocrine tumors G3 (pNETs G3) and poorly differentiated pancreatic neuroendocrine carcinomas (pNECs), which have been gradually proven to be completely different in biological behavior and clinical manifestations in recent years. In 2019 this major change subsequently extended to NENs involving the entire digestive tract. The updated version of the pNENs grading system marks a growing awareness of these heterogeneous tumors. This review discusses the clinicopathological, genetic and therapeutic features of poorly differentiated pNECs and compare them to those of well-differentiated pNETs G3. For pNETs G3 and pNECs (due to their lower incidence), there are still many problems to be investigated. Previous studies under the new grading classification also need to be reinterpreted. This review summarizes the relevant literature from the perspective of the differences between pNETs G3 and pNECs in order to deepen understanding of these diseases and discuss future research directions.
Collapse
Affiliation(s)
- Ming-Yi Zhang
- Department of Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Du He
- Department of Pathology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Shuang Zhang
- Department of Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
| |
Collapse
|
7
|
Kit OI, Trifanov VS, Petrusenko NA, Gvaldin DY, Kutilin DS, Timoshkina NN. Identification of new candidate genes and signalling pathways associated with the development of neuroendocrine pancreatic tumours based on next generation sequencing data. Mol Biol Rep 2020; 47:4233-4243. [PMID: 32451928 DOI: 10.1007/s11033-020-05534-z] [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: 03/29/2020] [Accepted: 05/14/2020] [Indexed: 10/24/2022]
Abstract
Despite advances in classification, treatment, and imaging, neuroendocrine tumours remain a clinically complex subject. In this work, we studied the genetic profile of well-differentiated pancreatic neuroendocrine tumours (PanNETs) in a cohort of Caucasian patients and analysed the signalling pathways and candidate genes potentially associated with the development of this oncological disease. Twenty-four formalin-fixed paraffin-embedded (FFPE) samples of well-differentiated PanNETs were subjected to massive parallel sequencing using the targeted gene panel (409 genes) of the Illumina NextSeq 550 platform (San Diego, USA). In 24 patients, 119 variants were identified in 54 genes. The median mutation rate per patient was 5 (2.8-7). The detected genetic changes were dominated by missense mutations (67%) and nonsense mutations (29%). 18% of the mutations were activating, 35% of the variants led to a loss of function of the encoded protein, and 52% were not classified. Twenty-six variants were described as new. Functionally significant changes in the tertiary structure and activity of the protein molecules in an in silico assay were predicted for 5 new genetic variants. The 5 highest priority candidate genes were selected: CREB1, TCF12, PRKAR1A, BCL11A, and BUB1B. Genes carrying the identified mutations participate in signalling pathways known to be involved in PanNETs; in addition, 38% of the cases showed genetic changes in the regulation of the SMAD2/3 signalling pathway. Well-differentiated PanNETs in a Russian cohort demonstrate various molecular genetic features, including new genetic variations and potential driver genes. The highlighted molecular genetic changes in the SMAD2/3 signalling pathway suggest new prospects for targeted therapy.
Collapse
Affiliation(s)
- Oleg I Kit
- Department of Abdominal Oncology No. 1, Rostov Research Institute of Oncology, Rostov-on-Don, Russia
| | - Vladimir S Trifanov
- Department of Abdominal Oncology No. 1, Rostov Research Institute of Oncology, Rostov-on-Don, Russia
| | - Nataliya A Petrusenko
- Laboratory of Molecular Oncology, Rostov Research Institute of Oncology, 14 line, 6, Rostov-on-Don, Russia, 344037
| | - Dmitry Y Gvaldin
- Laboratory of Molecular Oncology, Rostov Research Institute of Oncology, 14 line, 6, Rostov-on-Don, Russia, 344037.
| | - Denis S Kutilin
- Laboratory of Molecular Oncology, Rostov Research Institute of Oncology, 14 line, 6, Rostov-on-Don, Russia, 344037
| | - Nataliya N Timoshkina
- Laboratory of Molecular Oncology, Rostov Research Institute of Oncology, 14 line, 6, Rostov-on-Don, Russia, 344037
| |
Collapse
|
8
|
Yan J, Yu S, Jia C, Li M, Chen J. Molecular subtyping in pancreatic neuroendocrine neoplasms: New insights into clinical, pathological unmet needs and challenges. Biochim Biophys Acta Rev Cancer 2020; 1874:188367. [PMID: 32339609 DOI: 10.1016/j.bbcan.2020.188367] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 04/04/2020] [Accepted: 04/23/2020] [Indexed: 02/06/2023]
Abstract
Pancreatic neuroendocrine neoplasms (PanNENs) contain two primary subtypes with distinct molecular features and associated clinical outcomes: well-differentiated neuroendocrine tumors (NETs) and poorly differentiated neuroendocrine carcinomas (NECs). PanNENs are a group of clinically heterogeneous tumors, whose diagnosis is based on tumor morphologic features and proliferation indices. However, these standards incompletely meet clinical needs by failing to adequately assess the likelihood of tumor recurrence and the potential for therapeutic response. We therefore focused on discussing molecular advances that facilitate the understanding of heterogeneity and exploration of reliable recurrence/treatment predictors. Taking advantage of high-throughput technologies, emerging methods of molecular subtyping in PanNETs include classifications based on co-existing multi-gene mutations, a large-scale loss of heterozygosity or copy number variation, and islet cell type-specific signatures. PanNEC molecular updates were discussed as well. This review aims to help the field classify PanNEN molecular subtypes, gain insights to aid in the solving of clinical, pathological unmet needs, and detect challenges and concerns of genetically-driven trials.
Collapse
Affiliation(s)
- Jie Yan
- Department of Pathology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China; Department of Medicine, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA; Department of Surgery, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Shuangni Yu
- Department of Pathology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Congwei Jia
- Department of Pathology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Min Li
- Department of Medicine, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA; Department of Surgery, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
| | - Jie Chen
- Department of Pathology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
| |
Collapse
|
9
|
Kit OI, Gvaldin DY, Trifanov VS, Kolesnikov EN, Timoshkina NN. Molecular-Genetic Features of Pancreatic Neuroendocrine Tumors. RUSS J GENET+ 2020. [DOI: 10.1134/s1022795420020064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
|
10
|
Li CY, Zhang WW, Xiang JL, Wang XH, Wang JL, Li J. Integrated analysis highlights multiple long non‑coding RNAs and their potential roles in the progression of human esophageal squamous cell carcinoma. Oncol Rep 2019; 42:2583-2599. [PMID: 31638253 PMCID: PMC6859451 DOI: 10.3892/or.2019.7377] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2019] [Accepted: 09/20/2019] [Indexed: 12/24/2022] Open
Abstract
Esophageal squamous cell carcinoma (ESCC) is a prevalent aggressive malignant tumor with poor prognosis. Investigations into the molecular changes that occur as a result of the disease, as well as identification of novel biomarkers for its diagnosis and prognosis, are urgently required. Long non‑coding RNAs (lncRNAs) have been reported to play a critical role in tumor progression. The present study performed data mining analyses for ESCC via an integrated study of accumulated datasets and identification of the differentially expressed lncRNAs from the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) databases. The identified intersection of differentially expressed genes (lncRNAs, miRNAs and mRNAs) in ESCC tissues between the GEO and TCGA datasets was investigated. Based on these intersected lncRNAs, the present study constructed a competitive endogenous RNA (ceRNA) network of lncRNAs in ESCC. A total of 81 intersection lncRNAs were identified; 67 of these were included in the ceRNA network. Functional analyses revealed that these 67 key lncRNAs primarily dominated cellular biological processes. The present study then analyzed the associations between the expression levels of these 67 key lncRNAs and the clinicopathological characteristics of the ESCC patients, as well as their survival time using TCGA. The results revealed that 31 of these lncRNAs were associated with tumor grade, tumor‑node‑metastasis (TNM) stage and lymphatic metastasis status (P<0.05). In addition, 15 key lncRNAs were demonstrated to be associated with survival time (P<0.05). Finally, 5 key lncRNAs were selected for validation of their expression levels in 30 patients newly diagnosed with ESCC via reverse transcription‑quantitative PCR (RT‑qPCR). The results suggested that the fold changes in the trends of up‑ and downregulation between GEO, TCGA and RT‑qPCR were consistent. In addition, it was also demonstrated that a select few of these 5 key lncRNAs were significantly associated with TNM stage and lymph node metastasis (P<0.05). The results of the clinically relevant analysis and the aforementioned bioinformatics were similar, hence proving that the bioinformatics analysis used in the present study is credible. Overall, the results from the present study may provide further insight into the functional characteristics of lncRNAs in ESCC through bioinformatics integrative analysis of the GEO and TCGA datasets, and reveal potential diagnostic and prognostic biomarkers for ESCC.
Collapse
Affiliation(s)
- Cheng-Yun Li
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou, Gansu 730000, P.R. China
| | - Wen-Wen Zhang
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou, Gansu 730000, P.R. China
| | - Ji-Lian Xiang
- Department of Gastroenterology, Third People's Hospital of Gansu Province, Lanzhou, Gansu 730000, P.R. China
| | - Xing-Hua Wang
- Department of Gastrointestinal Surgery, Gansu Wuwei Tumor Hospital, Wuwei, Gansu 733000, P.R. China
| | - Jun-Ling Wang
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou, Gansu 730000, P.R. China
| | - Jin Li
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou, Gansu 730000, P.R. China
| |
Collapse
|