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Islam MS, Aktar S, Moetamedirad N, Xie N, Lu CT, Gopalan V, Lam AK, Shiddiky MJA. A novel platform for mutation detection in colorectal cancer using a PNA-LNA molecular switch. Biosens Bioelectron 2025; 267:116813. [PMID: 39357493 DOI: 10.1016/j.bios.2024.116813] [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: 08/07/2024] [Revised: 09/18/2024] [Accepted: 09/23/2024] [Indexed: 10/04/2024]
Abstract
Detection of KRAS mutation in colorectal cancer (CRC) is important in the prediction of response to target therapy. The study aims to develop a novel mutation detection platform called the "PNA-LNA molecular switch" for the detection of KRAS mutation in CRC. We employed the enhanced binding specificity of peptide nucleic acid (PNA) and locked nucleic acid (LNA) in conjunction with a loop-mediated isothermal amplification (LAMP) approach to identify the mutation status of KRAS oncogene codon 12 (c.35G>T/G12V and c.35G>A/G12D) using synthetic oligonucleotides and colon cancer cell lines (Caco-2 and SW480). This method specifically blocked the amplification of the wild-type sequences while substantially amplifying the mutated ones, which was visualized by both colorimetric and fluorescence assays. We then checked the mutation profile of KRAS codon 12 in the DNA derived from tumor tissue samples (number of samples, n = 30) and circulating tumor cells (n = 24) from CRC patients. Finally, we validated the results by comparing them with the data obtained from DNA sequencing of colon tumors (n = 21) of the same CRC patients. This method showed excellent sensitivity (1 DNA copy/μl), reproducibility [relative standard deviation (%RSD) < 5%, for n = 3], and linear dynamic range (1 ag/μl-10 pg/μl, R2 = 0.94). This platform is significantly faster, relatively cheaper, has superior sensitivity and specificity, and does not require any high-end equipment. To conclude, this method has the potential to be translated into clinical settings for the detection of mutations in diverse diseases and conditions.
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Affiliation(s)
- Md Sajedul Islam
- School of Medicine & Dentistry, Griffith University, Gold Coast Campus, Southport, QLD 4222, Australia
| | - Sharmin Aktar
- School of Medicine & Dentistry, Griffith University, Gold Coast Campus, Southport, QLD 4222, Australia
| | - Neda Moetamedirad
- School of Medicine & Dentistry, Griffith University, Gold Coast Campus, Southport, QLD 4222, Australia
| | - Nan Xie
- School of Medicine & Dentistry, Griffith University, Gold Coast Campus, Southport, QLD 4222, Australia
| | - Cu Tai Lu
- School of Medicine & Dentistry, Griffith University, Gold Coast Campus, Southport, QLD 4222, Australia; Department of Surgery, Gold Coast University Hospital, Southport, QLD, 4215, Australia
| | - Vinod Gopalan
- School of Medicine & Dentistry, Griffith University, Gold Coast Campus, Southport, QLD 4222, Australia.
| | - Alfred K Lam
- School of Medicine & Dentistry, Griffith University, Gold Coast Campus, Southport, QLD 4222, Australia; Pathology Queensland, Gold Coast University Hospital, Southport, QLD, 4215, Australia.
| | - Muhammad J A Shiddiky
- Rural Health Research Institute, Charles Sturt University, Orange, NSW, 2800, Australia.
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Jan YH, Lu CT, Lam AKY. Comparison of genomic profiling of patient-matched primary colorectal and surgical resected distant metastatic (stage IV) colorectal carcinoma for drug actionability. Hum Pathol 2024; 149:21-28. [PMID: 38862093 DOI: 10.1016/j.humpath.2024.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 06/05/2024] [Accepted: 06/08/2024] [Indexed: 06/13/2024]
Abstract
It is often difficult to obtain adequate tissue for genomic study from distant metastases for assessment of targeted therapy in colorectal carcinomas. The study aims to explore the genomic differences between matched distant metastatic colorectal carcinomas (mCRC) and primary carcinoma using surgical specimens of both with adequate tissue. Thirty-four paired primary and distant metastatic colorectal carcinoma samples (liver, ovary, and lung) were obtained from surgical excisions (not small biopsies) and are microsatellite stable. They were subjected to DNA sequencing using comprehensive next-generation sequencing. This included mutation concordance analysis and mutational signature analysis. The mutation concordance analysis showed 49.6% shared mutations between primary and metastatic tumours, with 23.0% mutations exclusive to primary tumours and 27.4% mutations exclusive to distant metastases. While many patients with KRAS/BRAF mutations had shared mutations, two cases had unique KRAS mutations in the primary tumours only. Additionally, TMB (tumour mutational burden) analysis revealed that half of the TMB-high (≥7.5 mutations/Mb) metastatic colorectal carcinomas had a low TMB (<7.5 mutations/Mb) in the primary tumours. The mutational signature analysis identified de novo signatures consistent with known single base substitution patterns such as SBS11 (alkylation agents) and SBS30 (base excision repair deficiency) post-chemotherapy. To conclude, this study demonstrates significant genomic variations in resected distant metastasis when compared to primary colorectal carcinomas when adequate tissue is available. This finding underscores the importance of considering these differences and selecting tissue for mutation analysis in planning targeted and effective treatment strategies for mCRC.
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Affiliation(s)
- Yi-Hua Jan
- ACT Genomics, Co. Ltd., Taipei City, 114, Taiwan; Department of Molecular Medicine at the Koo Foundation Sun Yat-Sen Cancer Center, Taipei City, 11259, Taiwan
| | - Cu Tai Lu
- Department of Surgery, Gold Coast University Hospital, Southport, QLD, 4215, Australia; School of Medicine and Dentistry, Gold Coast Campus, Griffith University, Gold Coast, QLD, 4222, Australia
| | - Alfred King-Yin Lam
- School of Medicine and Dentistry, Gold Coast Campus, Griffith University, Gold Coast, QLD, 4222, Australia; Pathology Queensland, Gold Coast University Hospital, Southport, QLD, 4215, Australia; Faculty of Medicine, The University of Queensland, Herston, QLD, 4006, Australia.
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Wu X, Li Z, Huang N, Li X, Chen R. Study of KRAS-Related miRNA Expression in Colorectal Cancer. Cancer Manag Res 2022; 14:2987-3008. [PMID: 36262749 PMCID: PMC9575474 DOI: 10.2147/cmar.s368551] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Accepted: 10/09/2022] [Indexed: 11/23/2022] Open
Abstract
Introduction Colorectal cancer (CRC) is one of the most common digestive system tumors and seriously threatens the lives of patients. The choice of treatment options and the prognosis of CRC patients are closely related to the KRAS genotype. Notably, microRNAs (miRNAs) have great application value in the diagnosis and treatment of CRC. Methods The current study used qRT–PCR to analyze the expression of KRAS-targeting miRNAs and determine the correlation between miRNA expression and KRAS gene expression among patients with varying genotypes. The effect of the KRAS gene on the prognosis of patients with cancer was determined. Results Eighty-two differentially expressed miRNAs were identified between CRC tumor and normal tissues: 58 dysregulated miRNAs were identified in patients with KRAS mutations, and 62 aberrantly expressed miRNAs were detected in patients with wild-type KRAS. Thirteen miRNAs were abnormally expressed in KRAS-mutant patients compared with KRAS wild-type patients. Some miRNAs not only acted as biomarkers for CRC but also indicated the genotype of KRAS. Conclusion This finding is very important for patients who must choose from clinical treatment options based on KRAS results. Thus, the abnormal expression of miRNAs has great application potential for the selection of chemotherapy regimens for patients with cancer. The relationship between differential miRNA expression and the KRAS genotype is very important for studying related mechanisms in CRC.
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Affiliation(s)
- Xiaobing Wu
- Gastrointestinal Surgery, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, People’s Republic of China
| | - Zhifa Li
- Gastrointestinal Surgery, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, People’s Republic of China
| | - Nanqi Huang
- Gastrointestinal Surgery, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, People’s Republic of China
| | - Xiaodan Li
- Blood Transfusion Department, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, People’s Republic of China
| | - Rong Chen
- Gastrointestinal Surgery, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, People’s Republic of China,Correspondence: Rong Chen, Gastrointestinal Surgery, The Third Affiliated Hospital of the Guangzhou Medical University, NO. 63, Duobao Road, Liwan District, Guangzhou City, Guangdong Province, People’s Republic of China, Tel +8613710886775, Fax +86 02081292182, Email
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Curtin J, Choi SW, Thomson PJ, Lam AKY. Characterization and clinicopathological significance of circulating tumour cells in patients with oral squamous cell carcinoma. Int J Oral Maxillofac Surg 2021; 51:289-299. [PMID: 34154876 DOI: 10.1016/j.ijom.2021.05.020] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 04/06/2021] [Accepted: 05/24/2021] [Indexed: 02/07/2023]
Abstract
Circulating tumour cells (CTCs) are cancer cells released by cancer into the peripheral circulation. Haematogenous tumour spread is a hallmark of metastatic malignancy and a key factor in cancer recurrence and prognosis. CTCs have diagnostic and prognostic significance for a number of adenocarcinomas and melanoma. A review of the published peer-reviewed literature was performed to determine the clinical relevance of CTCs as a biomarker in the management of oral squamous cell carcinoma (OSCC). Fourteen studies met the eligibility criteria. With regard to patients with OSCC, this review found the following: (1) CTCs have been detected using multiple techniques; (2) the presence of CTCs does not appear to be related to tumour differentiation or size; (3) CTCs may be detected without lymph node involvement; (4) the detection of CTCs may be prognostic for both disease-free survival and overall survival; (5) quantification of CTCs may reflect the efficacy of therapy; (6) CTCs may be of value for ongoing patient monitoring. Preliminary evidence suggests that CTCs have diagnostic and prognostic potential as a biomarker for oral cancer management and warrant further investigation to determine their appropriate place in the management of OSCC patients.
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Affiliation(s)
- J Curtin
- School of Medicine, Griffith University, Gold Coast, Queensland, Australia.
| | - S-W Choi
- Department of Oral and Maxillofacial Surgery, Faculty of Dentistry, University of Hong Kong, Hong Kong
| | - P J Thomson
- Department of Oral and Maxillofacial Surgery, Faculty of Dentistry, University of Hong Kong, Hong Kong
| | - A K-Y Lam
- School of Medicine, Griffith University, Gold Coast, Queensland, Australia
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Zhang S, Yang Y, Hua Y, Hu C, Zhong Y. NCTD elicits proapoptotic and antiglycolytic effects on colorectal cancer cells via modulation of Fam46c expression and inhibition of ERK1/2 signaling. Mol Med Rep 2020; 22:774-782. [PMID: 32468032 PMCID: PMC7339822 DOI: 10.3892/mmr.2020.11151] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Accepted: 11/01/2019] [Indexed: 12/19/2022] Open
Abstract
Colorectal cancer is a digestive tract malignancy and the third leading cause of cancer‑related mortality worldwide. Norcantharidin (NCTD), the demethylated form of cantharidin, has been reported to possess anticancer properties. Family‑with‑sequence‑similarity‑46c (Fam46c), a non‑canonical poly(A) polymerase, has been reported to be critical in NCTD‑mediated effects in numerous types of cancer, including hepatoma. In the current study, it was found that Fam46c expression was reduced in colorectal cancer tissues and cells. Treatment with NCTD was observed to significantly enhance apoptosis and inhibit glycolysis in colorectal cancer cells. In addition, Fam46c and cleaved caspase 3 expression levels were found to be increased in response to NCTD treatment, in contrast to tumor‑specific pyruvate kinase M2 and phosphorylated ERK expression, which was reduced. Importantly, overexpression of Fam46c exerted similar effects as NCTD treatment on the apoptosis and glycolysis of colorectal cancer cells, whereas Fam46c knockdown strongly attenuated the effect of NCTD. Moreover, epidermal growth factor, which acts as an agonist of ERK1/2 signaling, weakened the effects of NCTD on colorectal cancer cells. Taken together, the results indicated that NCTD promotes apoptosis and suppresses glycolysis in colorectal cancer cells by possibly targeting Fam46c and inhibiting ERK1/2 signaling, hence suggesting that Fam46c may act as a tumor suppressor in colorectal cancer. Thus, the present study identified a novel therapeutic target of NCTD in the clinical treatment of colorectal cancer.
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Affiliation(s)
- Shiqiang Zhang
- Shanghai University of Traditional Chinese Medicine, Shanghai 200082, P.R. China
- Department of Oncology, Shanghai Traditional Chinese Medicine-Integrated Hospital, Shanghai 200082, P.R. China
| | - Yun Yang
- Shanghai University of Traditional Chinese Medicine, Shanghai 200082, P.R. China
- Department of Oncology, Shanghai Traditional Chinese Medicine-Integrated Hospital, Shanghai 200082, P.R. China
| | - Yunwei Hua
- Department of Gastroenterology, Shanghai Traditional Chinese Medicine-Integrated Hospital, Shanghai 200082, P.R. China
| | - Chen Hu
- School of Life Sciences and Technology, Tongji University, Shanghai 200082, P.R. China
| | - Yi Zhong
- Department of Oncology, Shanghai Traditional Chinese Medicine-Integrated Hospital, Shanghai 200082, P.R. China
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Gao CE, Zhang M, Song Q, Dong J. PD-1 inhibitors dependent CD8 + T cells inhibit mouse colon cancer cell metastasis. Onco Targets Ther 2019; 12:6961-6971. [PMID: 31695411 PMCID: PMC6717878 DOI: 10.2147/ott.s202941] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Accepted: 05/31/2019] [Indexed: 12/13/2022] Open
Abstract
Background Colon cancer is a common digestive tract malignancy which ranks as the third leading cause of cancer death worldwide. A current focus of anti-cancer research is harnessing the patient's own immune system for therapy. Programmed cell death protein 1 (PD-1), an immune suppressor, is upregulated in various activated immune cells, such as T cells, and in viral infections and tumors. Purpose The objective of this study was to investigate the function of PD-1 inhibitor on the metastasisi of mouse colon cancer cells. Patients and methods In the present study, we established an in situ colon cancer mouse model using the CT26 cell line. Hematoxylin-eosin (HE) staining was performed to detect colon cancer cell metastasis. The levels of interferon-γ (IFN-γ), tumor necrosis factor-α (TNF-α), and interleukin-12 (IL-12) in serum and mesenteric lymph nodes (MLNs) were detected by Enzyme-linked immunosorbent assay (ELISA). CD44high CD62Llow memory T cells, CD4+ FoxP3+ regulatory T cells, and IFN-γ and TNF-α levels in MLNs and spleen were detected by flow cytometry (FCM). Results We found that anti-PD-1 therapy inhibited colon cancer cells metastasis to the small intestine, liver, and lung, and lengthened the survival time of mice. However, the depletion of CD8 suppressed the activity of anti-PD-1 antibodies. In response to anti-PD-1 immunotherapy, the levels of interferon-γ (IFN-γ), tumor necrosis factor-α (TNF-α), and interleukin-12 (IL-12) in serum and mesenteric lymph nodes (MLNs) were significantly increased, while IL-6, IL-17, and transforming growth factor-β (TGF-β) were decreased. CD8 depletion had the opposite effect. In addition, anti-PD-1 treatment significantly increased CD44high CD62Llow memory T cells, decreased CD4+ FoxP3+ regulatory T cells, and increased IFN-γ and TNF-α levels in MLNs and spleen. Furthermore, anti-PD-1 treatment cannot exert these roles when CD8 is depleted. Conclusion These results suggest that PD-1 inhibitors rely on CD8+ T cells to exert anti-tumor immunity in colon cancer.
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Affiliation(s)
- Chang E Gao
- The First Affiliated Hospital of Kunming Medical University, Department of Medical Oncology, Kunming, Yunnan 650031, People's Republic of China.,Yunnan Cancer Hospital & the Third Affiliated Hospital of Kunming Medical University & Yunnan Cancer Center, Department of Medical Oncology, Kunming, Yunnan 650018, People's Republic of China
| | - Ming Zhang
- Yunnan Cancer Hospital & the Third Affiliated Hospital of Kunming Medical University & Yunnan Cancer Center, Cancer Research Institute, Kunming, Yunnan 650018, People's Republic of China
| | - Qian Song
- Yunnan Cancer Hospital & the Third Affiliated Hospital of Kunming Medical University & Yunnan Cancer Center, Department of Radiation Oncology, Kunming, Yunnan 650018, People's Republic of China
| | - Jian Dong
- Yunnan Cancer Hospital & the Third Affiliated Hospital of Kunming Medical University & Yunnan Cancer Center, Department of Medical Oncology, Kunming, Yunnan 650018, People's Republic of China
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Zhu W, Long JL, Yin YT, Guo HN, Jiang EP, Li YL, He QL, Zeng C, Sun YQ. MicroRNA-34a suppresses the invasion and migration of colorectal cancer cells by enhancing EGR1 and inhibiting vimentin. Exp Ther Med 2019; 18:2459-2466. [PMID: 31555358 PMCID: PMC6755272 DOI: 10.3892/etm.2019.7826] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 06/06/2019] [Indexed: 12/29/2022] Open
Abstract
MicroRNAs (miRNAs/miRs) are small non-coding RNAs that serve a post-transcriptional regulatory role in eukaryotes. Previous studies have demonstrated that the expression of miR-34a in colorectal cancer (CRC) tissues is decreased compared with that in normal colorectal tissues. However, the role of miR-34a in the invasion and metastasis of CRC remains unclear. In the present study, the levels of miR-34a expression were measured in various CRC cell lines. The cells were transfected with miR-34a mimics or inhibitors in order to assess the proliferation rate, and the colony forming, invasive and migratory abilities. Furthermore, the protein expression levels of vimentin and early growth response protein 1 (EGR1) were examined by western blot analysis. The results revealed that the expression of miR-34a was low in SW620, RKO, LoVo and Caco-2 cell lines and high in the SW480 and SW1116 cell lines. The migration, invasion and proliferation levels of SW480 cells were facilitated by decreasing the expression of miR-34a. Transient transfection with miR-34a mimics in SW620 cells caused a notable decrease in cell migration, invasion and proliferation levels compared with the control group, and a downregulation of vimentin and upregulation of EGR1 protein expression. The present study demonstrated that miR-34a was deregulated in a highly invasive CRC cell lines, and that it may attenuate the migratory, invasive and proliferative capabilities of CRC cells by enhancing the expression of EGR1 and inhibiting that of vimentin. The results of the present study represent important progress towards understanding the mechanisms of CRC recurrence and metastasis.
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Affiliation(s)
- Wei Zhu
- Department of Pathology, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
| | - Jia-Li Long
- Department of Pathology, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
| | - Yu-Ting Yin
- Department of Pathology, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
| | - Hai-Na Guo
- Department of Pathology, Dongguan Maternal and Child Health Hospital, Dongguan, Guangdong 523002, P.R. China
| | - En-Ping Jiang
- Department of Pathology, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
| | - Yu-Ling Li
- Department of Pathology, Dongguan Hospital of Southern Medical University, Dongguan, Guangdong 523059, P.R. China
| | - Qing-Lian He
- Department of Pathology, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
| | - Chao Zeng
- Department of Pathology, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
| | - Yan-Qin Sun
- Department of Pathology, Guangdong Medical University, Dongguan, Guangdong 523808, P.R. China
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Allgayer H, Leupold JH, Patil N. Defining the "Metastasome": Perspectives from the genome and molecular landscape in colorectal cancer for metastasis evolution and clinical consequences. Semin Cancer Biol 2019; 60:1-13. [PMID: 31362074 DOI: 10.1016/j.semcancer.2019.07.018] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 07/22/2019] [Accepted: 07/23/2019] [Indexed: 02/07/2023]
Abstract
Metastasis still poses the highest challenge for personalized therapy in cancer, partly due to a still incomplete understanding of its molecular evolution. We recently presented the most comprehensive whole-genome study of colorectal metastasis vs. matched primary tumors and suggested novel components of disease progression and metastasis evolution, some of them potentially relevant for targeted therapy. In this review, we try to put these findings into perspective with latest discoveries of colleagues and recent literature, and propose a systematic international team effort to collectively define the "metastasome", a term we introduce to summarize all genomic, epigenomic, transcriptomic, further -omic, molecular and functional characteristics rendering metastases different from primary tumors. Based on recent discoveries, we propose a revised metastasis model for colorectal cancer which is based on a common ancestor clone, early dissemination but flexible early or late stage clonal separation paralleling stromal interactions. Furthermore, we discuss hypotheses on site-specific metastasis, colorectal cancer progression, metastasis-targeted diagnosis and therapy, and metastasis prevention based on latest metastasome data.
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Affiliation(s)
- Heike Allgayer
- Department of Experimental Surgery - Cancer Metastasis, Medical Faculty Mannheim, Theodor Kutzer Ufer 1-3, 68135, Mannheim, Ruprecht Karls University of Heidelberg, Germany; Centre for Biomedicine and Medical Technology Mannheim (CBTM), Medical Faculty Mannheim, Ludolf-Krehl-Str. 6, 68135, Mannheim, Ruprecht Karls University of Heidelberg, Germany.
| | - Jörg H Leupold
- Department of Experimental Surgery - Cancer Metastasis, Medical Faculty Mannheim, Theodor Kutzer Ufer 1-3, 68135, Mannheim, Ruprecht Karls University of Heidelberg, Germany; Centre for Biomedicine and Medical Technology Mannheim (CBTM), Medical Faculty Mannheim, Ludolf-Krehl-Str. 6, 68135, Mannheim, Ruprecht Karls University of Heidelberg, Germany
| | - Nitin Patil
- Department of Experimental Surgery - Cancer Metastasis, Medical Faculty Mannheim, Theodor Kutzer Ufer 1-3, 68135, Mannheim, Ruprecht Karls University of Heidelberg, Germany; Centre for Biomedicine and Medical Technology Mannheim (CBTM), Medical Faculty Mannheim, Ludolf-Krehl-Str. 6, 68135, Mannheim, Ruprecht Karls University of Heidelberg, Germany
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Tian Y, Xu Y, Wang H, Shu R, Sun L, Zeng Y, Gong F, Lei Y, Wang K, Luo H. Comprehensive analysis of microarray expression profiles of circRNAs and lncRNAs with associated co-expression networks in human colorectal cancer. Funct Integr Genomics 2019; 19:311-327. [PMID: 30446877 PMCID: PMC6394731 DOI: 10.1007/s10142-018-0641-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Revised: 10/04/2018] [Accepted: 10/15/2018] [Indexed: 12/19/2022]
Abstract
Increasing data demonstrate that circular RNAs (circRNAs) and long non-coding RNAs (lncRNAs) play important roles in tumorigenesis. However, the mechanisms in colorectal cancer (CRC) remain unclear. Here, hundreds of significantly expressed circRNAs, and thousands of lncRNAs as well as mRNAs were identified. By qRT-PCR, one abnormal circRNA, lncRNA, and three mRNAs were verified in 24 pairs of tissues and blood samples, respectively. Then, by GO analysis, we found that the gene expression profile of linear counterparts of upregulated circRNAs in human CRC tissues preferred positive regulation of GTPase activity, cellular protein metabolic process, and protein binding, while that of downregulated circRNAs of CRC preferred positive regulation of cellular metabolic process, acetyl-CoA metabolic process, and protein kinase C activity. Moreover, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis showed that p53 signaling pathway was an important pathway in upregulated protein-coding genes, whereas cyclic guanosine monophosphate-protein kinase G (cGMP-PKG) signaling pathway was the top enriched KEGG pathway for downregulated transcripts. Furthermore, lncRNA-mRNA co-expression analysis demonstrated that downregulated lncRNA uc001tma.3 was negatively with CDC45 and positively with ELOVL4, BVES, FLNA, and HSPB8, while upregulated lncRNA NR_110882 was positively with FZD2. In addition, lncRNA-transcription factor (TF) co-expression analysis showed that the most relevant TFs were forkhead box protein A1 (FOXA1), transcription initiation factor TFIID submint 7 (TAF7), and adenovirus early region 1A(E1A)-associated protein p300 (EP300). Our findings offer a fresh view on circRNAs and lncRNAs and provide the foundation for further study on the potential roles of circRNAs and lncRNAs in colorectal cancer.
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Affiliation(s)
- Yan Tian
- Department of Gastrointestinal and Hernia Surgery, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
| | - Yu Xu
- Department of Gastrointestinal and Hernia Surgery, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
| | - Huawei Wang
- Department of Gastrointestinal and Hernia Surgery, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
| | - Ruo Shu
- Department of Gastrointestinal and Hernia Surgery, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
| | - Liang Sun
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
| | - Yujian Zeng
- Department of Gastrointestinal and Hernia Surgery, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
| | - Fangyou Gong
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
| | - Yi Lei
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
| | - Kunhua Wang
- Department of Gastrointestinal and Hernia Surgery, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
| | - Huayou Luo
- Department of Gastrointestinal and Hernia Surgery, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Yunnan Institute of Digestive Disease, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, 650032 China
- Kunming Engineering Technology Center of Digestive Disease, No. 295 Xichang Road, Kunming, 650032 China
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Chen X, You ZH, Yan GY, Gong DW. IRWRLDA: improved random walk with restart for lncRNA-disease association prediction. Oncotarget 2018; 7:57919-57931. [PMID: 27517318 PMCID: PMC5295400 DOI: 10.18632/oncotarget.11141] [Citation(s) in RCA: 146] [Impact Index Per Article: 20.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Accepted: 07/06/2016] [Indexed: 12/11/2022] Open
Abstract
In recent years, accumulating evidences have shown that the dysregulations of lncRNAs are associated with a wide range of human diseases. It is necessary and feasible to analyze known lncRNA-disease associations, predict potential lncRNA-disease associations, and provide the most possible lncRNA-disease pairs for experimental validation. Considering the limitations of traditional Random Walk with Restart (RWR), the model of Improved Random Walk with Restart for LncRNA-Disease Association prediction (IRWRLDA) was developed to predict novel lncRNA-disease associations by integrating known lncRNA-disease associations, disease semantic similarity, and various lncRNA similarity measures. The novelty of IRWRLDA lies in the incorporation of lncRNA expression similarity and disease semantic similarity to set the initial probability vector of the RWR. Therefore, IRWRLDA could be applied to diseases without any known related lncRNAs. IRWRLDA significantly improved previous classical models with reliable AUCs of 0.7242 and 0.7872 in two known lncRNA-disease association datasets downloaded from the lncRNADisease database, respectively. Further case studies of colon cancer and leukemia were implemented for IRWRLDA and 60% of lncRNAs in the top 10 prediction lists have been confirmed by recent experimental reports.
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Affiliation(s)
- Xing Chen
- School of Information and Electrical Engineering, China University of Mining and Technology, Xuzhou, 221116, China
| | - Zhu-Hong You
- School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, 221116, China
| | - Gui-Ying Yan
- Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, 100190, China.,National Center for Mathematics and Interdisciplinary Sciences, Chinese Academy of Sciences, Beijing, 100190, China
| | - Dun-Wei Gong
- School of Information and Electrical Engineering, China University of Mining and Technology, Xuzhou, 221116, China
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11
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Mamoori A, Wahab R, Islam F, Lee K, Vider J, Lu CT, Gopalan V, Lam AKY. Clinical and biological significance of miR-193a-3p targeted KRAS in colorectal cancer pathogenesis. Hum Pathol 2017; 71:145-156. [PMID: 29104111 DOI: 10.1016/j.humpath.2017.10.024] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Revised: 10/16/2017] [Accepted: 10/18/2017] [Indexed: 02/07/2023]
Abstract
This study was to investigate the expression pattern, mechanisms and clinicopathological implications of miR-193a-3p in colorectal cancer. Fresh-frozen tissues from 70 matched colorectal adenocarciomas and the adjacent non-neoplastic mucosae were prospectively collected. Two colorectal cancer cell lines (SW480 and SW48) and a non-neoplastic colon cell line (FHC) were also used. The expression levels of miR193a-3p in the cells and tissues were measured by quantitative real-time polymerase chain reaction. The expression of KRAS protein as a predicted downstream target for miR-193a was studied by immunohistochemistry. Restoration of the miR-193a level in the cell lines by permanent transfection was achieved and multiple functional and immunological assays were performed to analyze the functions of miR-193a in vitro. Down-regulation of miR-193a-3p was noted in 70% of the colorectal cancer tissues when compared to non-neoplastic colorectal tissues. In addition, down-regulation of miR-193a was significantly correlated with carcinoma of early stages (P<.05). Significant inverse correlation between miR-193a-3p and its target KRAS protein was determined (P<.05). Overexpression of miR-193a in colon cancer cells resulted in reduced cell proliferation, increased apoptosis, induced significant changes in cell cycle events and decreased the expression of epithelial-mesenchymal transition marker TWIST. This study confirms the tumor suppressor roles of miR-193a-3p, its downstream target affinity to KRAS and clinical significance in patients with colorectal adenocarcinoma.
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Affiliation(s)
- Afraa Mamoori
- Cancer Molecular Pathology, School of Medicine, Menzies Health Institute Queensland, Griffith University, Gold Coast, Queensland, 4222, Australia; Department of Pathology and Forensic Medicine, College of Medicine, University of Babylon, 51002, Iraq
| | - Riajul Wahab
- Cancer Molecular Pathology, School of Medicine, Menzies Health Institute Queensland, Griffith University, Gold Coast, Queensland, 4222, Australia
| | - Farhadul Islam
- Cancer Molecular Pathology, School of Medicine, Menzies Health Institute Queensland, Griffith University, Gold Coast, Queensland, 4222, Australia; Department of Biochemistry and Molecular Biology, University of Rajshahi, Rajshahi, 6205, Bangladesh
| | - Katherine Lee
- Cancer Molecular Pathology, School of Medicine, Menzies Health Institute Queensland, Griffith University, Gold Coast, Queensland, 4222, Australia
| | - Jelena Vider
- School of Medical Science, Menzies Health Institute Queensland, Griffith University, Gold Coast, Queensland, 4222, Australia
| | - Cu-Tai Lu
- Department of Surgery, Gold Coast Hospital, Gold Coast, Queensland, 4215, Australia
| | - Vinod Gopalan
- Cancer Molecular Pathology, School of Medicine, Menzies Health Institute Queensland, Griffith University, Gold Coast, Queensland, 4222, Australia; School of Medical Science, Menzies Health Institute Queensland, Griffith University, Gold Coast, Queensland, 4222, Australia.
| | - Alfred King-Yin Lam
- Cancer Molecular Pathology, School of Medicine, Menzies Health Institute Queensland, Griffith University, Gold Coast, Queensland, 4222, Australia; Pathology Queensland, Gold Coast Hospital, Gold Coast, Queensland, 4215, Australia.
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Sun C, Wang FJ, Zhang HG, Xu XZ, Jia RC, Yao L, Qiao PF. miR-34a mediates oxaliplatin resistance of colorectal cancer cells by inhibiting macroautophagy via transforming growth factor-β/Smad4 pathway. World J Gastroenterol 2017; 23:1816-1827. [PMID: 28348487 PMCID: PMC5352922 DOI: 10.3748/wjg.v23.i10.1816] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2016] [Revised: 12/21/2016] [Accepted: 02/08/2017] [Indexed: 02/06/2023] Open
Abstract
AIM To investigate whether microRNA (miR)-34a mediates oxaliplatin (OXA) resistance of colorectal cancer (CRC) cells by inhibiting macroautophagy via the transforming growth factor (TGF)-β/Smad4 pathway.
METHODS miR-34a expression levels were detected in CRC tissues and CRC cell lines by quantitative real-time polymerase chain reaction. Computational search, functional luciferase assay and western blotting were used to demonstrate the downstream target of miR-34a in CRC cells. Cell viability was measured with Cell Counting Kit-8. Apoptosis and macroautophagy of CRC cells were analyzed by flow cytometry and transmission electron microscopy, and expression of beclin I and LC3-II was detected by western blotting.
RESULTS Expression of miR-34a was significantly reduced while expression of TGF-β and Smad4 was increased in CRC patients treated with OXA-based chemotherapy. OXA treatment also resulted in decreased miR-34a levels and increased TGF-β and Smad4 levels in both parental cells and the OXA-resistant CRC cells. Activation of macroautophagy contributed to OXA resistance in CRC cells. Expression levels of Smad4 and miR-34a in CRC patients had a significant inverse correlation and overexpressing miR-34a inhibited macroautophagy activation by directly targeting Smad4 through the TGF-β/Smad4 pathway. OXA-induced downregulation of miR-34a and increased drug resistance by activating macroautophagy in CRC cells.
CONCLUSION miR-34a mediates OXA resistance of CRC by inhibiting macroautophagy via the TGF-β/Smad4 pathway.
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Yang P, Xu ZP, Chen T, He ZY. Long noncoding RNA expression profile analysis of colorectal cancer and metastatic lymph node based on microarray data. Onco Targets Ther 2016; 9:2465-78. [PMID: 27217770 PMCID: PMC4853163 DOI: 10.2147/ott.s102348] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Long noncoding RNAs (lncRNAs) are emerging as an important part of biological progress in cancers, yet the aberrant lncRNAs implicated in colorectal cancer (CRC) with lymph node metastasis remain unknown. In this study, a total of 390 lncRNA transcripts and 508 mRNA transcripts were dysregulated in tumor tissues compared with paired metastatic lymph nodes. Functional prediction showed that lots of lncRNAs might be involved in biological pathways related to CRC metastasis by cis-regulation and trans-regulation of coexpressed genes. As a representative, ENST00000430471 was associated with cell proliferation and invasion of CRC cells. These results provided support for further investigations of the metastatic pathogenesis of CRC.
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Affiliation(s)
- Peng Yang
- The Second Clinical Medical College of Nanjing Medical University, Nanjing, Jiangsu Province, People's Republic of China
| | - Zi-Peng Xu
- The Second Clinical Medical College of Nanjing Medical University, Nanjing, Jiangsu Province, People's Republic of China
| | - Tao Chen
- The Second Clinical Medical College of Nanjing Medical University, Nanjing, Jiangsu Province, People's Republic of China
| | - Zhen-Yu He
- Department of General Surgery, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, People's Republic of China
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Mamoori A, Gopalan V, Smith RA, Lam AKY. Modulatory roles of microRNAs in the regulation of different signalling pathways in large bowel cancer stem cells. Biol Cell 2016; 108:51-64. [DOI: 10.1111/boc.201500062] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2015] [Accepted: 12/21/2015] [Indexed: 02/06/2023]
Affiliation(s)
- Afraa Mamoori
- Cancer Molecular Pathology, School of Medicine, Menzies Health Institute Queensland; Griffith University; Gold Coast Queensland Australia
- Department of Pathology and Forensic Medicine, College of Medicine; University of Babylon; Iraq
| | - Vinod Gopalan
- Cancer Molecular Pathology, School of Medicine, Menzies Health Institute Queensland; Griffith University; Gold Coast Queensland Australia
| | - Robert Anthony Smith
- Genomics Research Centre, Institute for Health and Biomedical Innovation; Queensland University of Technology; Queensland Australia
| | - Alfred King-Yin Lam
- Cancer Molecular Pathology, School of Medicine, Menzies Health Institute Queensland; Griffith University; Gold Coast Queensland Australia
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