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Pallocca M, Betti M, Baldinelli S, Palombo R, Bucci G, Mazzarella L, Tonon G, Ciliberto G. Clinical bioinformatics desiderata for molecular tumor boards. Brief Bioinform 2024; 25:bbae447. [PMID: 39297878 PMCID: PMC11411775 DOI: 10.1093/bib/bbae447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 06/28/2024] [Accepted: 08/30/2024] [Indexed: 09/26/2024] Open
Abstract
Clinical Bioinformatics is a knowledge framework required to interpret data of medical interest via computational methods. This area became of dramatic importance in precision oncology, fueled by cancer genomic profiling: most definitions of Molecular Tumor Boards require the presence of bioinformaticians. However, all available literature remained rather vague on what are the specific needs in terms of digital tools and expertise to tackle and interpret genomics data to assign novel targeted or biomarker-driven targeted therapies to cancer patients. To fill this gap, in this article, we present a catalog of software families and human skills required for the tumor board bioinformatician, with specific examples of real-world applications associated with each element presented.
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Affiliation(s)
- Matteo Pallocca
- Institute of Experimental Endocrinology and Oncology, National Research Council, Via Sergio Pansini, 5, 80131 Naples, Italy
| | - Martina Betti
- Biostatistics, Bioinformatics and Clinical Trial Center, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi, 53, 00144 Rome, Italy
| | - Sara Baldinelli
- Biostatistics, Bioinformatics and Clinical Trial Center, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi, 53, 00144 Rome, Italy
| | - Ramona Palombo
- Institute of Experimental Endocrinology and Oncology, National Research Council, Via Sergio Pansini, 5, 80131 Naples, Italy
| | - Gabriele Bucci
- Center for OMICS Sciences, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132 Milan, Italy
| | - Luca Mazzarella
- Division of Gastrointestinal Medical Oncology and Neuroendocrine Tumors, IRCCS IEO - European Institute of Oncology, Via Adamello 16, 20139 Milan, Italy
- Department of Experimental Oncology, IRCCS IEO - European Institute of Oncology, Via Adamello 16, 20139 Milan, Italy
| | - Giovanni Tonon
- Functional Genomics of Cancer Unit, Division of Experimental Oncology, and Center for Omics Sciences, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132 Milan, Italy
| | - Gennaro Ciliberto
- Scientific Direction, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi, 53, 00144 Rome, Italy
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Sinichenkova K, Sidorov I, Kriventsova N, Konovalov D, Abasov R, Usman N, Karachunskiy A, Novichkova G, Litvinov D, Druy A. Rapid but nondurable response of a BRAF exon 15 double-mutated spindle cell sarcoma to a combination of BRAF and MEK inhibitors. Oncotarget 2024; 15:493-500. [PMID: 39018206 PMCID: PMC11254299 DOI: 10.18632/oncotarget.28606] [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: 04/16/2024] [Accepted: 05/17/2024] [Indexed: 07/19/2024] Open
Abstract
INTRODUCTION BRAF V600E substitution predicts sensitivity of a cancer to BRAF inhibitor therapy. The mutation is rarely found in soft-tissue sarcomas. Here we describe a case of undifferentiated spindle cell sarcoma showing primary insensitivity to standard chemotherapy and pronounced but non-sustained response to BRAF/MEK inhibitors at recurrence. CASE PRESENTATION A 13-year-old girl was diagnosed with low-grade spindle cell sarcoma of pelvic localization, BRAF exon 15 double-mutated: c.1799T>A p.V600E and c.1819T>A p.S607T in cis-position. The tumor showed resistance to CWS-based first-line chemotherapy and was treated surgically by radical resection. Seven months after surgery the patient developed metastatic relapse with abdominal carcinomatosis. Combined targeted therapy with BRAF/MEK inhibitors afforded complete response in 1 month and was continued, though complicated by severe side effects (fever, rash) necessitating 1-2 week toxicity breaks. After 4 months from commencement the disease recurred and anti-BRAF/MEK regimen consolidation was unsuccessful. Intensive salvation chemotherapy was ineffective. Empirical immunotherapy afforded a transient partial response giving way to fatal progression with massive, abdominal cocoon-complicated peritoneal carcinomatosis. CONCLUSION This is the first report of spindle cell sarcoma BRAF V600E/S607T double-mutated, responding to a combination of B-Raf and MEK inhibitors. Despite the low histological grade and radical surgical treatment of the tumor at primary manifestation, the disease had aggressive clinical course and the response to BRAF/MEK targeted therapy at recurrence was complete but nondurable. Empirical use of pembrolizumab provided no unambiguous evidence on the clinical relevance of immunotherapy in protein kinase -rearranged spindle cell tumors.
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Affiliation(s)
- Kseniya Sinichenkova
- Dmitriy Rogachev National Medical Research Center of Pediatric Hematology, Oncology, Immunology Ministry of Healthcare of Russian Federation, Moscow, Russia
| | - Iliya Sidorov
- Dmitriy Rogachev National Medical Research Center of Pediatric Hematology, Oncology, Immunology Ministry of Healthcare of Russian Federation, Moscow, Russia
| | - Nataliya Kriventsova
- Dmitriy Rogachev National Medical Research Center of Pediatric Hematology, Oncology, Immunology Ministry of Healthcare of Russian Federation, Moscow, Russia
| | - Dmitriy Konovalov
- Dmitriy Rogachev National Medical Research Center of Pediatric Hematology, Oncology, Immunology Ministry of Healthcare of Russian Federation, Moscow, Russia
| | - Ruslan Abasov
- Dmitriy Rogachev National Medical Research Center of Pediatric Hematology, Oncology, Immunology Ministry of Healthcare of Russian Federation, Moscow, Russia
| | - Nataliya Usman
- Dmitriy Rogachev National Medical Research Center of Pediatric Hematology, Oncology, Immunology Ministry of Healthcare of Russian Federation, Moscow, Russia
| | - Alexander Karachunskiy
- Dmitriy Rogachev National Medical Research Center of Pediatric Hematology, Oncology, Immunology Ministry of Healthcare of Russian Federation, Moscow, Russia
| | - Galina Novichkova
- Dmitriy Rogachev National Medical Research Center of Pediatric Hematology, Oncology, Immunology Ministry of Healthcare of Russian Federation, Moscow, Russia
| | - Dmitriy Litvinov
- Dmitriy Rogachev National Medical Research Center of Pediatric Hematology, Oncology, Immunology Ministry of Healthcare of Russian Federation, Moscow, Russia
| | - Alexander Druy
- Dmitriy Rogachev National Medical Research Center of Pediatric Hematology, Oncology, Immunology Ministry of Healthcare of Russian Federation, Moscow, Russia
- Research Institute of Medical Cell Technologies, Yekaterinburg, Russia
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Guo J, Zhou W, Ma X, Li Y, Zhang H, Wei J, Du S, Jin T. Genetic Variability of CYP4F2, CYP2D6, CYP2E1, and ACE in the Chinese Yi Population. Biochem Genet 2024:10.1007/s10528-024-10748-y. [PMID: 38850376 DOI: 10.1007/s10528-024-10748-y] [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: 10/30/2023] [Accepted: 02/17/2024] [Indexed: 06/10/2024]
Abstract
Genetic polymorphisms of very important pharmacogenes (VIP) are a significant factor contributing to inter-individual variability in drug therapy. The purpose of this study was to identify significantly different loci in the Yi population and to enrich their pharmacogenomic information. 54 VIP variants were selected from the Pharmacogenomics Knowledge Base (PharmGKB) and genotyped in 200 Yi individuals. Then, we compared their genotype distribution between the Yi population and the other 26 populations using the χ2 test. Compared with the other 26 populations, the genotype frequencies of 4 single nucleotide polymorphisms (SNPs), rs2108622 (CYP4F2), rs1065852 (CYP2D6), rs2070676 (CYP2E1), and rs4291 (ACE), had significant differences in the Yi population. For example, the TT genotype frequency of rs2108622 (8.1%) was higher than that of African populations, and the AA genotype frequency of rs1065852 (27.3%) was higher than that of other populations except East Asians. We also found that the Yi populations differed the least from East Asians and the most from Africans. Furthermore, the differences in these variants might be related to the effectiveness and toxicity risk of using warfarin, iloperidone, cisplatin cyclophosphamide, and other drugs in the Yi population. Our data complement the pharmacogenomic information of the Yi population and provide theoretical guidance for their personalized treatment.
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Affiliation(s)
- Jinping Guo
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), School of Life Sciences, Ministry of Education, Northwest University, #229 North TaiBai Road, Xi'an, Shaanxi, 710069, China
- College of Life Science, Northwest University, Xi'an, 710127, China
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Wenqian Zhou
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), School of Life Sciences, Ministry of Education, Northwest University, #229 North TaiBai Road, Xi'an, Shaanxi, 710069, China
- College of Life Science, Northwest University, Xi'an, 710127, China
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Xiaoya Ma
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), School of Life Sciences, Ministry of Education, Northwest University, #229 North TaiBai Road, Xi'an, Shaanxi, 710069, China
- College of Life Science, Northwest University, Xi'an, 710127, China
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Yujie Li
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), School of Life Sciences, Ministry of Education, Northwest University, #229 North TaiBai Road, Xi'an, Shaanxi, 710069, China
- College of Life Science, Northwest University, Xi'an, 710127, China
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Huan Zhang
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), School of Life Sciences, Ministry of Education, Northwest University, #229 North TaiBai Road, Xi'an, Shaanxi, 710069, China
- College of Life Science, Northwest University, Xi'an, 710127, China
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Jie Wei
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), School of Life Sciences, Ministry of Education, Northwest University, #229 North TaiBai Road, Xi'an, Shaanxi, 710069, China
- College of Life Science, Northwest University, Xi'an, 710127, China
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, Shaanxi, 710069, China
| | - Shuli Du
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), School of Life Sciences, Ministry of Education, Northwest University, #229 North TaiBai Road, Xi'an, Shaanxi, 710069, China.
- College of Life Science, Northwest University, Xi'an, 710127, China.
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, Shaanxi, 710069, China.
| | - Tianbo Jin
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), School of Life Sciences, Ministry of Education, Northwest University, #229 North TaiBai Road, Xi'an, Shaanxi, 710069, China.
- College of Life Science, Northwest University, Xi'an, 710127, China.
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, Shaanxi, 710069, China.
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Yi JR, Zhong NN, Lin H, Liu XH, Yang Y, Liu B, Man QW. Exploiting BRAF mutations in the therapeutic approach towards oral and maxillofacial tumors. JOURNAL OF STOMATOLOGY, ORAL AND MAXILLOFACIAL SURGERY 2024; 125:101846. [PMID: 38556167 DOI: 10.1016/j.jormas.2024.101846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 03/27/2024] [Indexed: 04/02/2024]
Abstract
Oral and maxillofacial tumors pose a significant clinical challenge due to their tendency to recur, despite advancements in surgical removal techniques. The jaw's intricate structure further complicates treatments and affects patient quality of life. Consequently, emphasis has shifted towards pharmacological interventions, to potentially reduce invasive surgical procedures. One promising approach targets BRAF mutations, specifically the common V600E mutation. BRAF, a critical protein kinase, regulates cell growth and differentiation via the RAS-RAF-MEK-ERK-MAP kinase pathway. A specific nucleotide change at position 1799, swapping Thymine (T) for Adenine (A), results in the V600E mutation, causing unchecked cell growth. This mutation is common in certain oral and maxillofacial tumors like ameloblastoma. A recent neoadjuvant therapy targeting BRAF, involving the use of dabrafenib and trametinib, has showcased a promising, safe, and effective strategy for organ preservation in the treatment of mandibular ameloblastoma. This convergence of molecular insights and targeted therapies holds the key to managing BRAF-mutated oral and maxillofacial tumors effectively, promising improved patient outcomes.
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Affiliation(s)
- Jing-Rui Yi
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan 430079, China
| | - Nian-Nian Zhong
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan 430079, China
| | - Hao Lin
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan 430079, China
| | - Xuan-Hao Liu
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan 430079, China
| | - Ying Yang
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan 430079, China.
| | - Bing Liu
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan 430079, China; Department of Oral and Maxillofacial Head Neck Oncology, School & Hospital of Stomatology, Wuhan University, Wuhan, China.
| | - Qi Wen Man
- State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, Key Laboratory of Oral Biomedicine Ministry of Education, Hubei Key Laboratory of Stomatology, School & Hospital of Stomatology, Wuhan University, Wuhan 430079, China; Department of Oral and Maxillofacial Head Neck Oncology, School & Hospital of Stomatology, Wuhan University, Wuhan, China.
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Wang Y, Sun Y, Tan M, Lin X, Tai P, Huang X, Jin Q, Yuan D, Xu T, He B. Association Between Polymorphisms in DNA Damage Repair Pathway Genes and Female Breast Cancer Risk. DNA Cell Biol 2024; 43:219-231. [PMID: 38634815 DOI: 10.1089/dna.2023.0331] [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] [Indexed: 04/19/2024] Open
Abstract
Breast cancer risk have been discussed to be associated with polymorphisms in genes as well as abnormal DNA damage repair function. This study aims to assess the relationship between genes single nucleotide polymorphisms (SNPs) related to DNA damage repair and female breast cancer risk in Chinese population. A case-control study containing 400 patients and 400 healthy controls was conducted. Genotype was identified using the sequence MassARRAY method and expression of estrogen receptor (ER), progesterone receptor (PR) and human epidermal growth factor receptor-2 (HER-2) in tumor tissues was analyzed by immunohistochemistry assay. The results revealed that ATR rs13091637 decreased breast cancer risk influenced by ER, PR (CT/TT vs. CC: adjusted odds ratio [OR] = 1.54, 95% confidence interval [CI]: 1.04-2.27, p = 0.032; CT/TT vs. CC: adjusted OR = 1.63, 95%CI: 1.14-2.35, p = 0.008) expression. Stratified analysis revealed that PALB2 rs16940342 increased breast cancer risk in response to menstrual status (AG/GG vs. AA: adjusted OR = 1.72, 95%CI: 1.13-2.62, p = 0.011) and age of menarche (AG/GG vs. AA: adjusted OR = 1.54, 95%CI: 1.03-2.31, p = 0.037), whereas ATM rs611646 and Ku70 rs132793 were associated with reduced breast cancer risk influenced by menarche (GA/AA vs. GG: adjusted OR = 0.50, 95%CI: 0.30-0.95, p = 0.033). In a summary, PALB2 rs16940342, ATR rs13091637, ATM rs611646, and Ku70 rs132793 were associated with breast cancer risk.
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Affiliation(s)
- Ying Wang
- School of Basic-Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
- Deparment of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yalan Sun
- School of Basic-Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
- Deparment of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Mingjuan Tan
- Deparment of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Xin Lin
- Deparment of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Ping Tai
- Deparment of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Xiaoqin Huang
- Deparment of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Qing Jin
- Deparment of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Dan Yuan
- Deparment of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Tao Xu
- Deparment of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Bangshun He
- School of Basic-Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
- Deparment of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
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Karati D, Mukherjee S, Roy S. Deciphering the molecular mechanistic paths describing the chemotherapeutic potential and epigenetic regulation of curcumin in lung cancer: a mini review. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024; 397:2715-2725. [PMID: 37982888 DOI: 10.1007/s00210-023-02838-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 11/03/2023] [Indexed: 11/21/2023]
Abstract
In an uncontrolled inflammatory environment, the complex process of lung carcinogenesis occurs. Lung cancer remains the leading cause of cancer-related mortality worldwide. The average 5-year survival rate is still low despite significant advancements in our knowledge of lung carcinogenesis and the development of innovative therapies in recent decades. Research on adjuvant treatment, lung carcinogenesis pathways, and possible prognostic indicators has to be refocused using an innovative approach. The majority of lung cancers are discovered at an advanced stage when there is little chance of recovery. It has grown in popularity in recent years to supplement already available chemotherapeutic therapies with adjuvant herbal medications, which may lessen toxicity and adverse effects without sacrificing therapeutic efficiency. One such prospective contender is curcumin. In-depth research has been done on curcumin as a multi-target anti-tumor and anti-inflammatory molecule. A pharmacologically active polyphenol produced from turmeric is called curcumin. Over the past few decades, curcumin's therapeutic potential has been thoroughly studied, and data indicate that curcumin may play a part in a variety of biological processes, most notably its potent anticancer activity. Being a pleiotropic chemical, curcumin regulates a variety of molecules that are key players in many cell signaling pathways. It has been shown to stifle transformation, restrain proliferation, and trigger apoptosis. Curcumin can reduce the development of non-small cell LC by downregulating Circular RNA hsa_circ_0007580, which in turn controls the expression of integrin subunit beta 1 by adsorbing miR-384. Nevertheless, despite all these advantages, curcumin's effectiveness is still restricted because of its weak bioavailability, poor absorption within the systemic circulation, and quick removal from the body. In an effort to overcome these constraints, scientists from all around the world are working to develop a synthetic and improved curcuminoid by appropriately altering the parent skeleton structurally. These curcuminoids will simultaneously improve the physicochemical properties and efficacy. This review presents evidence from the most recent clinical trials coupled with the molecular mechanisms of curcumin in LC.
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Affiliation(s)
- Dipanjan Karati
- Department of Pharmaceutical Technology, School of Pharmacy, Techno India University, Kolkata, 700091, West Bengal, India
| | - Swarupananda Mukherjee
- Department of Pharmaceutical Technology, NSHM Knowledge Campus, Kolkata, 124 B.L. Saha Road, Kolkata, West Bengal, 700053, India
| | - Souvik Roy
- Department of Pharmaceutical Technology, NSHM Knowledge Campus, Kolkata, 124 B.L. Saha Road, Kolkata, West Bengal, 700053, India.
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Li Y, Chang Y, Yan Y, Ma X, Zhou W, Zhang H, Guo J, Wei J, Jin T. Very important pharmacogenetic variants landscape and potential clinical relevance in the Zhuang population from Yunnan province. Sci Rep 2024; 14:7495. [PMID: 38553524 PMCID: PMC10980727 DOI: 10.1038/s41598-024-58092-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 03/25/2024] [Indexed: 04/02/2024] Open
Abstract
The gradual evolution of pharmacogenomics has shed light on the genetic basis for inter-individual drug response variations across diverse populations. This study aimed to identify pharmacogenomic variants that differ in Zhuang population compared with other populations and investigate their potential clinical relevance in gene-drug and genotypic-phenotypic associations. A total of 48 variants from 24 genes were genotyped in 200 Zhuang subjects using the Agena MassARRAY platform. The allele frequencies and genotype distribution data of 26 populations were obtained from the 1000 Genomes Project, followed by a comparison and statistical analysis. After Bonferroni correction, significant differences in genotype frequencies were observed of CYP3A5 (rs776746), ACE (rs4291), KCNH2 (rs1805123), and CYP2D6 (rs1065852) between the Zhuang population and the other 26 populations. It was also found that the Chinese Dai in Xishuangbanna, China, Han Chinese in Beijing, China, and Southern Han Chinese, China showed least deviation from the Zhuang population. The Esan in Nigeria, Gambian in Western Division, The Gambia, and Yoruba in Ibadan, Nigeria exhibited the largest differences. This was also proved by structural analysis, Fst analysis and phylogenetic tree. Furthermore, these differential variants may be associated with the pharmacological efficacy and toxicity of Captopril, Amlodipine, Lisinopril, metoclopramide, and alpha-hydroxymetoprolol in the Zhuang population. Our study has filled the gap of pharmacogenomic information in the Zhuang population and has provided a theoretical framework for the secure administration of drugs in the Zhuang population.
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Affiliation(s)
- Yujie Li
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), Ministry of Education, School of Life Sciences, Northwest University, #229 North TaiBai Road, Xi'an, 710069, Shaanxi, China
- College of Life Science, Northwest University, Xi'an, 710127, China
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, 710069, Shaanxi, China
| | - Yanting Chang
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), Ministry of Education, School of Life Sciences, Northwest University, #229 North TaiBai Road, Xi'an, 710069, Shaanxi, China
- College of Life Science, Northwest University, Xi'an, 710127, China
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, 710069, Shaanxi, China
| | - Yan Yan
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), Ministry of Education, School of Life Sciences, Northwest University, #229 North TaiBai Road, Xi'an, 710069, Shaanxi, China
- College of Life Science, Northwest University, Xi'an, 710127, China
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, 710069, Shaanxi, China
| | - Xiaoya Ma
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), Ministry of Education, School of Life Sciences, Northwest University, #229 North TaiBai Road, Xi'an, 710069, Shaanxi, China
- College of Life Science, Northwest University, Xi'an, 710127, China
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, 710069, Shaanxi, China
| | - Wenqian Zhou
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), Ministry of Education, School of Life Sciences, Northwest University, #229 North TaiBai Road, Xi'an, 710069, Shaanxi, China
- College of Life Science, Northwest University, Xi'an, 710127, China
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, 710069, Shaanxi, China
| | - Huan Zhang
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), Ministry of Education, School of Life Sciences, Northwest University, #229 North TaiBai Road, Xi'an, 710069, Shaanxi, China
- College of Life Science, Northwest University, Xi'an, 710127, China
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, 710069, Shaanxi, China
| | - Jinping Guo
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), Ministry of Education, School of Life Sciences, Northwest University, #229 North TaiBai Road, Xi'an, 710069, Shaanxi, China
- College of Life Science, Northwest University, Xi'an, 710127, China
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, 710069, Shaanxi, China
| | - Jie Wei
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), Ministry of Education, School of Life Sciences, Northwest University, #229 North TaiBai Road, Xi'an, 710069, Shaanxi, China
- College of Life Science, Northwest University, Xi'an, 710127, China
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, 710069, Shaanxi, China
| | - Tianbo Jin
- Key Laboratory of Resource Biology and Biotechnology in Western China (Northwest University), Ministry of Education, School of Life Sciences, Northwest University, #229 North TaiBai Road, Xi'an, 710069, Shaanxi, China.
- College of Life Science, Northwest University, Xi'an, 710127, China.
- Provincial Key Laboratory of Biotechnology of Shaanxi Province, Northwest University, Xi'an, 710069, Shaanxi, China.
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Jing J, Xu D, Li Z, Wang J, Dai J, Li FS. Genetic variation of six specific SNPs of chronic obstructive pulmonary disease among Chinese population. Pulmonology 2024; 30:113-121. [PMID: 35501282 DOI: 10.1016/j.pulmoe.2022.02.004] [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: 03/05/2021] [Revised: 02/11/2022] [Accepted: 02/13/2022] [Indexed: 10/18/2022] Open
Abstract
BACKGROUND Chronic obstructive pulmonary disease (COPD) is a chronic bronchitis (or) emphysema with a high disability and fatality rate. This study aimed to explore the correlation between the six selected single nucleotide polymorphisms (SNPs) and the risk of COPD in the Chinese population. METHODS The Agena MassARRAY platform was used to select six SNPs from 629 subjects for genotyping. The correlation between SNPs and COPD risk was evaluated using calculated odds ratios (ORs) and 95% confidence intervals (CIs). Multi-factor dimensionality reduction (MDR) was performed to analyze the impact of SNP interactions on COPD risk. Multiple comparisons were performed using Bonferroni- correction. RESULTS Our results indicated that rs4719841 and rs7934083 variants were associated with a reduced risk of COPD. The analysis results of age, gender and non-smokers showed that rs4719841 and rs7934083 were associated with reducing the risk of COPD. In addition, the results showed that the genetic models of rs4719841, rs7934083 and rs7780562 were related to the forced vital capacity, respiratory rate per second, and respiratory rate / forced vital capacity of COPD patients, respectively. The results of the MDR analysis showed that the three-locus model (rs4719841, rs7934083, and rs78750958) is the best for COPD risk assessment. CONCLUSION This study shows that rs4719841 and rs7934083 are associated with the risk of COPD in the Chinese population, which provides some insights for early screening, prevention, and diagnosis of COPD in high-risk populations.
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Affiliation(s)
- J Jing
- The Fourth Clinical Medical College of Xinjiang Medical University, China; The COPD Laboratory of Clinical Research Base, Chinese Medicine Hospital of Xinjiang Uygur Autonomous Region, China
| | - D Xu
- The COPD Laboratory of Clinical Research Base, Chinese Medicine Hospital of Xinjiang Uygur Autonomous Region, China
| | - Z Li
- The COPD Laboratory of Clinical Research Base, Chinese Medicine Hospital of Xinjiang Uygur Autonomous Region, China
| | - J Wang
- The Clinical Research Base Laboratory, Chinese Medicine Hospital of Xinjiang Uygur Autonomous Region, China
| | - J Dai
- The Fourth Clinical Medical College of Xinjiang Medical University, China
| | - F S Li
- The COPD Laboratory of Clinical Research Base, Chinese Medicine Hospital of Xinjiang Uygur Autonomous Region, China; The Clinical Research Base Laboratory, Chinese Medicine Hospital of Xinjiang Uygur Autonomous Region, China.
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9
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Dehghani-Ghahnaviyeh S, Soylu C, Furet P, Velez-Vega C. Dissecting the Interaction Fingerprints and Binding Affinity of BYL719 Analogs Targeting PI3Kα. J Phys Chem B 2024; 128:1819-1829. [PMID: 38373112 DOI: 10.1021/acs.jpcb.3c06766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2024]
Abstract
Phosphatidylinositol-3-kinase Alpha (PI3Kα) is a lipid kinase which regulates signaling pathways involved in cell proliferation. Dysregulation of these pathways promotes several human cancers, pushing for the development of anticancer drugs to target PI3Kα. One such medicinal chemistry campaign at Novartis led to the discovery of BYL719 (Piqray, Alpelicib), a PI3Kα inhibitor approved by the FDA in 2019 for treatment of HR+/HER2-advanced breast cancer with a PIK3CA mutation. Structure-based drug design played a key role in compound design and optimization throughout the discovery process. However, further characterization of potency drivers via structural dynamics and energetic analyses can be advantageous for ensuing PI3Kα programs. Here, our goal is to employ various in-silico techniques, including molecular simulations and machine learning, to characterize 14 ligands from the BYL719 analogs and predict their binding affinities. The structural insights from molecular simulations suggest that although the ligand-hinge interaction is the primary driver of ligand stability at the pocket, the R group positioning at C2 or C6 of pyridine/pyrimidine also plays a major role. Binding affinities predicted via thermodynamic integration (TI) are in good agreement with previously reported IC50s. Yet, computationally demanding techniques such as TI might not always be the most efficient approach for affinity prediction, as in our case study, fast high-throughput techniques were capable of classifying compounds as active or inactive, and one docking approach showed accuracy comparable to TI.
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Affiliation(s)
- Sepehr Dehghani-Ghahnaviyeh
- Novartis Institutes for BioMedical Research, 181 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States
| | - Cihan Soylu
- Novartis Institutes for BioMedical Research, 181 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States
| | - Pascal Furet
- Novartis Institutes for BioMedical Research, CH4002 Basel, Switzerland
| | - Camilo Velez-Vega
- Novartis Institutes for BioMedical Research, 181 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States
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10
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Chhichholiya Y, Singh HV, Vashistha R, Singh S, Munshi A. Deciphering the role of KRAS gene in oncogenesis: Focus on signaling pathways, genetic alterations in 3'UTR, KRAS specific miRNAs and therapeutic interventions. Crit Rev Oncol Hematol 2024; 194:104250. [PMID: 38143047 DOI: 10.1016/j.critrevonc.2023.104250] [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: 09/08/2023] [Revised: 12/05/2023] [Accepted: 12/20/2023] [Indexed: 12/26/2023] Open
Abstract
Cancer is a significant cause of death after cardiovascular disease. The genomic, epigenetic and environmental factors have been found to be the risk factor for the disease. The most important genes that develop cancer are oncogenes and tumor suppressor genes. Among oncogenes, KRAS has emerged as a significant player in the development of many cancers. Dysregulation of the RAS signaling pathway either on account of mutation in significant genes involved in the pathway or aberrant expression of different miRNAs targeting these genes including KRAS. The focus is also on the alterations in 3'UTR of the KRAS gene sequence as well as the changes in the miRNA encoding genes especially the one targeting the KRAS gene. Efforts are also being put in to target the dysregulated KRAS gene as a therapeutic approach to treat different cancers. However, there are some challenges like resistance to KRAS inhibitors that need to be addressed.
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Affiliation(s)
- Yogita Chhichholiya
- Department of Human Genetics and Molecular Medicine, Central University of Punjab, Bathinda, Punjab, India
| | - Harsh Vikram Singh
- Department of Human Genetics and Molecular Medicine, Central University of Punjab, Bathinda, Punjab, India
| | | | - Sandeep Singh
- Department of Human Genetics and Molecular Medicine, Central University of Punjab, Bathinda, Punjab, India
| | - Anjana Munshi
- Department of Human Genetics and Molecular Medicine, Central University of Punjab, Bathinda, Punjab, India.
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11
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Tzenaki N, Xenou L, Goulielmaki E, Tsapara A, Voudouri I, Antoniou A, Valianatos G, Tzardi M, De Bree E, Berdiaki A, Makrigiannakis A, Papakonstanti EA. A combined opposite targeting of p110δ PI3K and RhoA abrogates skin cancer. Commun Biol 2024; 7:26. [PMID: 38182748 PMCID: PMC10770346 DOI: 10.1038/s42003-023-05639-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 11/27/2023] [Indexed: 01/07/2024] Open
Abstract
Malignant melanoma is the most aggressive and deadly skin cancer with an increasing incidence worldwide whereas SCC is the second most common non-melanoma human skin cancer with limited treatment options. Here we show that the development and metastasis of melanoma and SCC cancers can be blocked by a combined opposite targeting of RhoA and p110δ PI3K. We found that a targeted induction of RhoA activity into tumours by deletion of p190RhoGAP-a potent inhibitor of RhoA GTPase-in tumour cells together with adoptive macrophages transfer from δD910A/D910A mice in mice bearing tumours with active RhoA abrogated growth progression of melanoma and SCC tumours. Τhe efficacy of this combined treatment is the same in tumours lacking activating mutations in BRAF and in tumours harbouring the most frequent BRAF(V600E) mutation. Furthermore, the efficiency of this combined treatment is associated with decreased ATX expression in tumour cells and tumour stroma bypassing a positive feedback expression of ATX induced by direct ATX pharmacological inactivation. Together, our findings highlight the importance of targeting cancer cells and macrophages for skin cancer therapy, emerge a reverse link between ATX and RhoA and illustrate the benefit of p110δ PI3K inhibition as a combinatorial regimen for the treatment of skin cancers.
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Affiliation(s)
- Niki Tzenaki
- Department of Biochemistry, School of Medicine, University of Crete, Heraklion, Greece
| | - Lydia Xenou
- Department of Biochemistry, School of Medicine, University of Crete, Heraklion, Greece
| | - Evangelia Goulielmaki
- Department of Biochemistry, School of Medicine, University of Crete, Heraklion, Greece
| | - Anna Tsapara
- Department of Biochemistry, School of Medicine, University of Crete, Heraklion, Greece
| | - Irene Voudouri
- Department of Biochemistry, School of Medicine, University of Crete, Heraklion, Greece
| | - Angelika Antoniou
- Department of Biochemistry, School of Medicine, University of Crete, Heraklion, Greece
| | - George Valianatos
- Department of Biochemistry, School of Medicine, University of Crete, Heraklion, Greece
| | - Maria Tzardi
- Department of Pathology, School of Medicine, University of Crete, University Hospital, Heraklion, Greece
| | - Eelco De Bree
- Department of Surgical Oncology, School of Medicine, University of Crete, University Hospital, Heraklion, Greece
| | - Aikaterini Berdiaki
- Department of Obstetrics and Gynaecology, School of Medicine, University of Crete, University Hospital, Heraklion, Greece
| | - Antonios Makrigiannakis
- Department of Obstetrics and Gynaecology, School of Medicine, University of Crete, University Hospital, Heraklion, Greece
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12
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Dehem A, Mazieres J, Chour A, Guisier F, Ferreira M, Boussageon M, Girard N, Moro-Sibilot D, Cadranel J, Zalcman G, Ricordel C, Wislez M, Munck C, Poulet C, Gauvain C, Descarpentries C, Wasielewski E, Cortot AB, Baldacci S. Characterization of 164 patients with NRAS mutated non-small cell lung cancer (NSCLC). Lung Cancer 2023; 186:107393. [PMID: 37839252 DOI: 10.1016/j.lungcan.2023.107393] [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: 07/16/2023] [Revised: 10/04/2023] [Accepted: 10/05/2023] [Indexed: 10/17/2023]
Abstract
BACKGROUND NRAS mutations are observed in less than 1% of non-small cell lung cancer (NSCLC). Clinical data regarding this rare subset of lung cancer are scarce and response to systemic treatment such as chemotherapy or immune checkpoint inhibitors (ICI) has never been reported. METHODS All consecutive patients with an NRAS mutated NSCLC, diagnosed between August 2014 and November 2020 in 14 French centers, were included. Clinical and molecular data were collected and reviewed from medical records. RESULTS Out of the 164 included patients, 106 (64.6%) were men, 150 (91.5%) were current or former smokers, and 104 (63.4%) had stage IV NSCLC at diagnosis. The median age was 62 years, and the most frequent histology was adenocarcinoma (81.7%). NRAS activating mutations were mostly found in codon 61 (70%), while codon 12 and 13 alterations were observed in 16.5% and 4.9% of patients, respectively. Programmed death ligand-1 expression level <1%/1-49%/≥50% were respectively found in 30.8%/27.1%/42.1% of tumors. With a median follow-up of 12.5 months, median overall survival (OS) of stage IV patients was 15.3 months (95% CI 9.9-27.6). No significant difference in OS was found according to the type of mutation (codon 61 vs. other), HR = 1.12 (95% CI 0.65-1.95). Among stage IV patients treated with platinum-based doublet (n = 66), ICI (n = 48), or combination of both (n = 10), objective response rate, and median progression free survival were respectively 45% and 5.8 months, 35% and 6.9 months, 70% and 8.6 months. CONCLUSION NRAS mutated NSCLC are characterized by a high frequency of smoking history and codon 61 mutations. Further studies are needed to confirm the encouraging outcome of immunotherapy in combination with chemotherapy.
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Affiliation(s)
- Agathe Dehem
- Univ. Lille, CHU Lille, Thoracic Oncology Department, F-59000 Lille, France
| | - Julien Mazieres
- Thoracic Oncology, Respiratory Department, Centre Hospitalier Universitaire de Toulouse - Hôpital Larrey, Toulouse, France
| | - Ali Chour
- Respiratory Department, Louis Pradel Hospital, Hospices Civils de Lyon Cancer Institute, Lyon, France; Oncopharmacology Laboratory, Cancer Research Center of Lyon, UMR INSERM 1052 CNRS 5286, Lyon, France; Université Claude Bernard, Université de Lyon, Lyon, France
| | - Florian Guisier
- Department of Pneumology, Hôpital Charles-Nicolle - CHU de Rouen, Rouen, France
| | - Marion Ferreira
- Department of Pneumology and Respiratory Functional Exploration, University Hospital of Tours, Tours, France
| | | | - Nicolas Girard
- Thorax Institute, Institut Curie, Paris, France and Paris Saclay, UVSQ, UFR Simone Veil, Versailles, France
| | | | - Jacques Cadranel
- Pneumology and Thoracic Oncology department, APHP Paris - Hôpital Tenon and Sorbonne University, Paris, France
| | - Gérard Zalcman
- Université Paris Cité, Institut du Cancer AP-HP.Nord, Thoracic Oncology Department, CIC INSERM 1425, Hôpital Bichat Claude Bernard, Paris, France
| | | | - Marie Wislez
- Oncology Thoracic Unit Pulmonology Department, Hôpital Cochin, APHP, Paris, France
| | - Camille Munck
- Pneumologie, Hôpital Saint Vincent de Paul, Lille, France
| | - Claire Poulet
- Pneumology department, CHU Amiens-Picardie - Site Sud, Amiens, France
| | - Clément Gauvain
- Univ. Lille, CHU Lille, Thoracic Oncology Department, F-59000 Lille, France
| | - Clotilde Descarpentries
- Department of Biochemistry and Molecular Biology « Hormonology Metabolism Nutrition Oncology », CHU lille, F-59000 Lille, France
| | - Eric Wasielewski
- Univ. Lille, CHU Lille, Thoracic Oncology Department, F-59000 Lille, France
| | - Alexis B Cortot
- Univ. Lille, CHU Lille, Thoracic Oncology Department, CNRS, Inserm, Institut Pasteur de Lille, UMR9020 - UMR-S 1277 - Canther, F-59000 Lille, France
| | - Simon Baldacci
- Univ. Lille, CHU Lille, Thoracic Oncology Department, CNRS, Inserm, Institut Pasteur de Lille, UMR9020 - UMR-S 1277 - Canther, F-59000 Lille, France.
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13
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Doghish AS, El-Husseiny AA, Khidr EG, Elrebehy MA, Elballal MS, Abdel-Reheim MA, Abdel Mageed SS, Zaki MB, Mohammed OA, Khaled R, El-Dakroury WA, Noureldin S, Moustafa YM, Mangoura SA, Gedawy EM, Abulsoud AI. Decoding the role of miRNAs in oral cancer pathogenesis: A focus on signaling pathways. Pathol Res Pract 2023; 252:154949. [PMID: 37992507 DOI: 10.1016/j.prp.2023.154949] [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: 10/24/2023] [Revised: 11/07/2023] [Accepted: 11/12/2023] [Indexed: 11/24/2023]
Abstract
Oral cancer (OC) is the predominant type originating in the head and neck region. The incidence of OC is mostly associated with behavioral risk factors, including tobacco smoking and excessive alcohol intake. Additionally, there is a lower but still significant association with viral infections such as human papillomaviruses and Epstein-Barr viruses. Furthermore, it has been observed that heritable genetic variables are linked to the risk of OC, in addition to the previously mentioned acquired risk factors. The current absence of biomarkers for OC diagnosis contributes to the frequent occurrence of advanced-stage diagnoses among patients. Non-coding RNAs (ncRNAs), including microRNAs (miRNAs), long non-coding RNAs, and circular RNAs, have been observed to exert a significant effect on the transcriptional control of target genes involved in cancer, either through direct or indirect mechanisms. miRNAs are a class of short ncRNAs that play a role in regulating gene expression by enabling mRNA degradation or translational repression at the post-transcriptional phase. miRNAs are known to play a fundamental role in the development of cancer and the regulation of oncogenic cell processes. Notch signaling, PTEN/Akt/mTOR axis, KRAS mutation, JAK/STAT signaling, P53, EGFR, and the VEGFs have all been linked to OC, and miRNAs have been shown to have a role in all of these. The dysregulation of miRNA has been identified in cases of OC and is linked with prognosis.
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Affiliation(s)
- Ahmed S Doghish
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr, Cairo 11829, Egypt; Biochemistry and Molecular Biology Department, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr, Cairo 11231, Egypt.
| | - Ahmed A El-Husseiny
- Biochemistry and Molecular Biology Department, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr, Cairo 11231, Egypt; Department of Biochemistry, Faculty of Pharmacy, Egyptian Russian University, Badr, Cairo 11829, Egypt
| | - Emad Gamil Khidr
- Biochemistry and Molecular Biology Department, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr, Cairo 11231, Egypt
| | - Mahmoud A Elrebehy
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr, Cairo 11829, Egypt
| | - Mohammed S Elballal
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr, Cairo 11829, Egypt
| | - Mustafa Ahmed Abdel-Reheim
- Department of Pharmaceutical Sciences, College of Pharmacy, Shaqra University, Shaqra 11961, Saudi Arabia; Department of Pharmacology and Toxicology, Faculty of Pharmacy, Beni-Suef University, Beni Suef 62521, Egypt.
| | - Sherif S Abdel Mageed
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr, Cairo 11829, Egypt
| | - Mohamed Bakr Zaki
- Biochemistry, Department of Biochemistry, Faculty of Pharmacy, University of Sadat City, Menoufia 32897, Egypt
| | - Osama A Mohammed
- Department of Pharmacology, College of Medicine, University of Bisha, Bisha 61922, Saudi Arabia.
| | - Reem Khaled
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr, Cairo 11829, Egypt
| | - Walaa A El-Dakroury
- Department of Pharmaceutics and Industrial Pharmacy, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr, Cairo 11829, Egypt
| | - Salma Noureldin
- Faculty of Dentistry, Badr University in Cairo (BUC), Badr, Cairo 11829, Egypt
| | - Yasser M Moustafa
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr, Cairo 11829, Egypt
| | - Safwat Abdelhady Mangoura
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr, Cairo 11829, Egypt
| | - Ehab M Gedawy
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy and Pharmaceutical Industries, Badr University in Cairo (BUC), Badr, P.O. Box 11829, Cairo, Egypt
| | - Ahmed I Abulsoud
- Biochemistry and Molecular Biology Department, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr, Cairo 11231, Egypt; Biochemistry Department, Faculty of Pharmacy, Heliopolis University, Cairo 11785, Egypt
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14
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Ohnmacht AJ, Stahler A, Stintzing S, Modest DP, Holch JW, Westphalen CB, Hölzel L, Schübel MK, Galhoz A, Farnoud A, Ud-Dean M, Vehling-Kaiser U, Decker T, Moehler M, Heinig M, Heinemann V, Menden MP. The Oncology Biomarker Discovery framework reveals cetuximab and bevacizumab response patterns in metastatic colorectal cancer. Nat Commun 2023; 14:5391. [PMID: 37666855 PMCID: PMC10477267 DOI: 10.1038/s41467-023-41011-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 08/17/2023] [Indexed: 09/06/2023] Open
Abstract
Precision medicine has revolutionised cancer treatments; however, actionable biomarkers remain scarce. To address this, we develop the Oncology Biomarker Discovery (OncoBird) framework for analysing the molecular and biomarker landscape of randomised controlled clinical trials. OncoBird identifies biomarkers based on single genes or mutually exclusive genetic alterations in isolation or in the context of tumour subtypes, and finally, assesses predictive components by their treatment interactions. Here, we utilise the open-label, randomised phase III trial (FIRE-3, AIO KRK-0306) in metastatic colorectal carcinoma patients, who received either cetuximab or bevacizumab in combination with 5-fluorouracil, folinic acid and irinotecan (FOLFIRI). We systematically identify five biomarkers with predictive components, e.g., patients with tumours that carry chr20q amplifications or lack mutually exclusive ERK signalling mutations benefited from cetuximab compared to bevacizumab. In summary, OncoBird characterises the molecular landscape and outlines actionable biomarkers, which generalises to any molecularly characterised randomised controlled trial.
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Affiliation(s)
- Alexander J Ohnmacht
- Computational Health Center, Helmholtz Munich, 85764, Neuherberg, Germany
- Department of Biology, Ludwig-Maximilians University Munich, 82152, Martinsried, Germany
| | - Arndt Stahler
- Charité Universitätsmedizin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Hematology, Oncology, and Cancer Immunology, Charitéplatz 1, 10117, Berlin, Germany
| | - Sebastian Stintzing
- Charité Universitätsmedizin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Hematology, Oncology, and Cancer Immunology, Charitéplatz 1, 10117, Berlin, Germany
- German Cancer Consortium (DKTK), partner sites Berlin and Munich, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Dominik P Modest
- Charité Universitätsmedizin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Hematology, Oncology, and Cancer Immunology, Charitéplatz 1, 10117, Berlin, Germany
| | - Julian W Holch
- German Cancer Consortium (DKTK), partner sites Berlin and Munich, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
- Department of Medicine III and Comprehensive Cancer Center Munich, University Hospital, Ludwig-Maximilians University Munich, 81377, Munich, Germany
| | - C Benedikt Westphalen
- Department of Medicine III and Comprehensive Cancer Center Munich, University Hospital, Ludwig-Maximilians University Munich, 81377, Munich, Germany
| | - Linus Hölzel
- Computational Health Center, Helmholtz Munich, 85764, Neuherberg, Germany
| | - Marisa K Schübel
- Computational Health Center, Helmholtz Munich, 85764, Neuherberg, Germany
- Department of Biology, Ludwig-Maximilians University Munich, 82152, Martinsried, Germany
| | - Ana Galhoz
- Computational Health Center, Helmholtz Munich, 85764, Neuherberg, Germany
- Department of Biology, Ludwig-Maximilians University Munich, 82152, Martinsried, Germany
| | - Ali Farnoud
- Computational Health Center, Helmholtz Munich, 85764, Neuherberg, Germany
| | - Minhaz Ud-Dean
- Computational Health Center, Helmholtz Munich, 85764, Neuherberg, Germany
| | | | | | - Markus Moehler
- Department of Medicine I and Research Center for Immunotherapy (FZI), Johannes Gutenberg-University Clinic, 55131, Mainz, Germany
| | - Matthias Heinig
- Computational Health Center, Helmholtz Munich, 85764, Neuherberg, Germany
| | - Volker Heinemann
- Department of Medicine III and Comprehensive Cancer Center Munich, University Hospital, Ludwig-Maximilians University Munich, 81377, Munich, Germany.
| | - Michael P Menden
- Computational Health Center, Helmholtz Munich, 85764, Neuherberg, Germany.
- Department of Biology, Ludwig-Maximilians University Munich, 82152, Martinsried, Germany.
- Department of Biochemistry and Pharmacology, University of Melbourne, Victoria, 3010, Australia.
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15
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Huang J, Wu H, Zhao G, Ma Y, An Y, Sun L, Li F, Wang S. A Case-Control Study of the Relationship Between Genetic Polymorphism and Cretinism in Xinjiang. Pharmgenomics Pers Med 2023; 16:785-794. [PMID: 37641720 PMCID: PMC10460608 DOI: 10.2147/pgpm.s418722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 08/11/2023] [Indexed: 08/31/2023] Open
Abstract
Background Cretinism is a subtype of congenital hypothyroidism, an endocrine disorder resulting from inadequate thyroid hormone production or receptor deficiency. Genetic abnormalities play a major role in the development of thyroid dysfunction. Methods We recruited 183 participants with cretinism and 119 healthy participants from the Xinjiang Uyghur Autonomous Region and randomly selected 29 tag single nucleotide polymorphisms (tSNPs) in TSHB, PAX8, TPO, NKX2-5, and TSHR in all participants. We compared genotype and allele frequencies between cases and controls utilizing the chi-squared test, logistic regression analysis, and haplotype analysis. Results Using the chi-squared test, a single SNP was found to be associated with cretinism (recessive model: rs3754363, OR = 0.46, 95% CI = 0.27-0.80, P = 0.00519; genotype model: P = 0.01677). We stratified neurological, myxedematous, and mixed type and determined that another SNP was associated with a higher risk when comparing myxedematous type to the neurological type (rs2277923). Conclusion rs3754363 has a statistically significant protective effect on people with cretinism, while rs2277923 may play a greater role in promoting the development of neurocretinism.
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Affiliation(s)
- Jia Huang
- Department of Public Health, Xinjiang Medical University, Urumqi, Xinjiang, 830054, People’s Republic of China
- Division of Endemic Disease Prevention, Xinjiang Uygur Autonomous Region Center for Disease Control and Prevention, Urumqi, Xinjiang, 830002, People’s Republic of China
| | - Haiyan Wu
- Division of Endemic Disease Prevention, Xinjiang Uygur Autonomous Region Center for Disease Control and Prevention, Urumqi, Xinjiang, 830002, People’s Republic of China
| | - Guiqiang Zhao
- Infection Management Department, Affiliated Hospital of Traditional Chinese Medicine of Xinjiang Medical University, Urumqi, Xinjiang, 830000, People’s Republic of China
| | - Yan Ma
- Department of Public Health, Xinjiang Medical University, Urumqi, Xinjiang, 830054, People’s Republic of China
| | - Yunping An
- Kashgar District Center for Disease Control and Prevention, Kashgar, Xinjiang, 844000, People’s Republic of China
| | - Li Sun
- Ingisha County Center for Disease Control and Prevention, Kashgar, Xinjiang, 844500, People’s Republic of China
| | - Fuye Li
- Department of Public Health, Xinjiang Medical University, Urumqi, Xinjiang, 830054, People’s Republic of China
| | - Shengling Wang
- Division of Endemic Disease Prevention, Xinjiang Uygur Autonomous Region Center for Disease Control and Prevention, Urumqi, Xinjiang, 830002, People’s Republic of China
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16
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Gong J, Dong L, Wang C, Luo N, Han T, Li M, Sun T, Ding R, Han B, Li G. Molecular genomic landscape of pediatric solid tumors in Chinese patients: implications for clinical significance. J Cancer Res Clin Oncol 2023:10.1007/s00432-023-04756-5. [PMID: 37140698 DOI: 10.1007/s00432-023-04756-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 04/08/2023] [Indexed: 05/05/2023]
Abstract
PURPOSE Pediatric solid tumors are significantly different from adult tumors. Studies have revealed genomic aberrations in pediatric solid tumors, but these analyses were based on Western populations. Currently, it is not known to what extent the existing genomic findings represent differences in ethnic backgrounds. EXPERIMENTAL DESIGN: We retrospectively analyzed the basic clinical characteristics of the patients, including age, cancer type, and sex distribution, and further analyzed the somatic and germline mutations of cancer-related genes in a Chinese pediatric cohort. In addition, we investigated the clinical significance of genomic mutations on therapeutic, prognostic, diagnostic, and preventive actions. RESULTS Our study enrolled 318 pediatric patients, including 234 patients with CNS tumors and 84 patients with non-CNS tumors. Somatic mutation analysis showed that there were significant differences in mutation types between CNS tumors and non-CNS tumors. P/LP germline variants were identified in 8.49% of patients. In total, 42.8% patients prompted diagnostic, 37.7% patients prompted prognostic, 58.2% patients prompted therapeutic, and 8.5% patients prompted tumor-predisposing and preventive, and we found that genomic findings might improve clinical management. CONCLUSIONS Our study is the first large-scale study to analyze the landscape of genetic mutations in pediatric patients with solid tumors in China. Genomic findings in CNS and non-CNS solid pediatric tumors provide evidence for the clinical classification and individualized treatment of pediatric tumors, and they will facilitate improvement of clinical management. Data presented in this study should serve as a reference to guide the future design of clinical trials.
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Affiliation(s)
- Jie Gong
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Liujian Dong
- Department of Neurosurgery, Children's Hospital Affiliated to Zhengzhou University; Henan Children's Hospital; Zhengzhou Children's Hospital, Zhengzhou, 450000, Henan, China
| | - Chuanwei Wang
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Ningning Luo
- The Medical Department, The State Key Lab of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing Simcere Medical Laboratory Science Co., Ltd, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing, 210000, Jiangsu, China
| | - Tiantian Han
- The Medical Department, The State Key Lab of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing Simcere Medical Laboratory Science Co., Ltd, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing, 210000, Jiangsu, China
| | - Mengmeng Li
- The Medical Department, The State Key Lab of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing Simcere Medical Laboratory Science Co., Ltd, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing, 210000, Jiangsu, China
| | - Tingting Sun
- The Medical Department, The State Key Lab of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing Simcere Medical Laboratory Science Co., Ltd, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing, 210000, Jiangsu, China
| | - Ran Ding
- The Medical Department, The State Key Lab of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing Simcere Medical Laboratory Science Co., Ltd, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing, 210000, Jiangsu, China
| | - Bo Han
- The Key Laboratory of Experimental Teratology, Ministry of Education and Department of Pathology, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China.
- Department of Pathology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China.
| | - Gang Li
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China.
- Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, 250012, Shandong, China.
- Shandong Key Laboratory of Brain Function Remodeling, Jinan, 250012, Shandong, China.
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Samad A, Khurshid B, Mahmood A, Rehman AU, Khalid A, Abdalla AN, Algarni AS, Wadood A. Identification of novel peptide inhibitors for oncogenic KRAS G12D as therapeutic options using mutagenesis-based remodeling and MD simulations. J Biomol Struct Dyn 2023; 41:13425-13437. [PMID: 37010994 DOI: 10.1080/07391102.2023.2192298] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 01/22/2023] [Indexed: 04/04/2023]
Abstract
The Kirsten rat sarcoma 2 viral oncogene homolog (KRAS) serves as a molecular switch, cycling between guanosine triphosphate (GTP)-bound and inactive guanosine diphosphate (GDP)-bound states. KRAS modulates numerous signal transduction pathways including the conventional RAF-MEK-ERK pathway. Mutations in the RAS genes have been linked to the formation of malignant tumors. Human malignancies typically show mutations in the Ras gene including HRAS, KRAS, and NRAS. Among all the mutations in exon 12 and exon 13 of the KRAS gene, the G12D mutation is more prevalent in pancreatic and lung cancer and accounts for around 41% of all G12 mutations, making them potential anticancer therapeutic targets. The present study is aimed at repurposing the peptide inhibitor KD2 of the KRAS G12D mutant. We employed an in-silico mutagenesis approach to design novel peptide inhibitors from the experimentally reported peptide inhibitor, and it was found that substitutions (N8W, N8I, and N8Y) might enhance the peptide's binding affinity toward the KRAS. Molecular dynamics simulations and binding energy calculations confirmed that the newly designed peptide inhibitors are stable and that their binding affinities are stronger as compared to the wild-type peptide. The detailed analysis revealed that newly designed peptides have the potential to inhibit KRAS/Raf interaction and the oncogenic signal of the KRAS G12D mutant. Our findings strongly suggest that these peptides should be tested and clinically validated to combat the oncogenic activity of KRAS.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Abdus Samad
- Department of Biochemistry, Abdul Wali Khan University Mardan, Mardan, Pakistan
| | - Beenish Khurshid
- Department of Biochemistry, Abdul Wali Khan University Mardan, Mardan, Pakistan
| | - Arif Mahmood
- Center for Medical Genetics and Hunan Key Laboratory of Medical Genetics, School of Life Sciences, Central South University, Changsha, Hunan, China
| | - Ashfaq Ur Rehman
- Department of Molecular Biology and Biochemistry, School of Biological Sciences, University of California, Irvine, California, USA
| | - Asaad Khalid
- Substance Abuse and Toxicology Research Center, Jazan University, Jazan, Saudi Arabia
- Medicinal and Aromatic Plants and Traditional Medicine Research Institute, National Center for Research, Khartoum, Sudan
| | - Ashraf N Abdalla
- Department of Pharmacology and Toxicology, College of Pharmacy, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Alanood S Algarni
- Department of Pharmacology and Toxicology, College of Pharmacy, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Abdul Wadood
- Department of Biochemistry, Abdul Wali Khan University Mardan, Mardan, Pakistan
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18
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Zou W, Zhang Q, Sun R, Li X, He S. Study on TFF1 and PALB2 gene variants associated with gastric carcinoma risk in the Chinese Han population. Cancer Epidemiol 2023; 83:102333. [PMID: 36758349 DOI: 10.1016/j.canep.2023.102333] [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: 06/18/2022] [Revised: 01/09/2023] [Accepted: 01/14/2023] [Indexed: 02/10/2023]
Abstract
OBJECTIVE Gastric carcinoma (GC) has received extensive attention due to its complex pathogenesis. Studies have shown that the expression of Trefoil factor 1 (TFF1) and Partner and localiser of BRCA2 (PALB2) genes promotes the occurrence of GC. Therefore, we investigated whether TFF1 and PALB2 gene polymorphisms are associated with GC risk in the Chinese Han population. METHODS A total of 509 GC cases and 505 controls were recruited, and single nucleotide polymorphisms (SNPs) of TFF1 and PALB2 in these subjects were genotyped. The association between each candidate polymorphism and GC risk was assessed by calculating odds ratios (ORs) and 95% confidence intervals (CIs). The visualization of gene-gene interactions and functional enrichment analysis were then performed using Cytoscape software and the R package "cluster profile". RESULTS The TFF1 rs2156310 polymorphism significantly reduced the predisposition to GC in people under 60 years of age (AA vs. AG - GG, OR = 0.58, 95% CI = 0.35-0.97, p = 0.036). The gender-stratified analysis found that PALB2 rs513313 was significantly associated with the risk of GC in males (CT vs. TT, OR = 1.51, 95% CI = 1.06-2.15, p = 0.022). Besides, PALB2 rs249954 significantly reduced the susceptibility to GC in females (AA vs GG, OR = 0.42, 95% CI = 0.19-0.94, p = 0.034). CONCLUSION Our results revealed that TFF1 and PALB2 gene polymorphisms were correlated with the genetic susceptibility to GC, providing certain data support for researchers to further study the mechanism of GC.
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Affiliation(s)
- Wenjing Zou
- Department of Digestive Internal Medicine, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, China; Department of Digestive Internal Medicine, Xi'an Fifth Hospital, Xi'an 710082, China
| | - Qian Zhang
- Department of First Internal Medicine, Shaanxi Province Cancer Hospital, Xi'an 710061, China
| | - Ruifang Sun
- Department of Pathology, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China
| | - Xu Li
- Department of Sixth Internal Medicine, Shaanxi Province Cancer Hospital, Xi'an 710061, China.
| | - Shuixiang He
- Department of Digestive Internal Medicine, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, China.
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19
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Hua X, Li Y, Pentaparthi SR, McGrail DJ, Zou R, Guo L, Shrawat A, Cirillo KM, Li Q, Bhat A, Xu M, Qi D, Singh A, McGrath F, Andrews S, Aung KL, Das J, Zhou Y, Lodi A, Mills GB, Eckhardt SG, Mendillo ML, Tiziani S, Wu E, Huang JH, Sahni N, Yi SS. Landscape of MicroRNA Regulatory Network Architecture and Functional Rerouting in Cancer. Cancer Res 2023; 83:59-73. [PMID: 36265133 PMCID: PMC9811166 DOI: 10.1158/0008-5472.can-20-0371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Revised: 12/15/2020] [Accepted: 10/14/2022] [Indexed: 02/05/2023]
Abstract
Somatic mutations are a major source of cancer development, and many driver mutations have been identified in protein coding regions. However, the function of mutations located in miRNA and their target binding sites throughout the human genome remains largely unknown. Here, we built detailed cancer-specific miRNA regulatory networks across 30 cancer types to systematically analyze the effect of mutations in miRNAs and their target sites in 3' untranslated region (3' UTR), coding sequence (CDS), and 5' UTR regions. A total of 3,518,261 mutations from 9,819 samples were mapped to miRNA-gene interactions (mGI). Mutations in miRNAs showed a mutually exclusive pattern with mutations in their target genes in almost all cancer types. A linear regression method identified 148 candidate driver mutations that can significantly perturb miRNA regulatory networks. Driver mutations in 3'UTRs played their roles by altering RNA binding energy and the expression of target genes. Finally, mutated driver gene targets in 3' UTRs were significantly downregulated in cancer and functioned as tumor suppressors during cancer progression, suggesting potential miRNA candidates with significant clinical implications. A user-friendly, open-access web portal (mGI-map) was developed to facilitate further use of this data resource. Together, these results will facilitate novel noncoding biomarker identification and therapeutic drug design targeting the miRNA regulatory networks. SIGNIFICANCE A detailed miRNA-gene interaction map reveals extensive miRNA-mediated gene regulatory networks with mutation-induced perturbations across multiple cancers, serving as a resource for noncoding biomarker discovery and drug development.
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Affiliation(s)
- Xu Hua
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Yongsheng Li
- Livestrong Cancer Institutes, Department of Oncology, Dell Medical School, The University of Texas at Austin, Austin, Texas
| | - Sairahul R. Pentaparthi
- Livestrong Cancer Institutes, Department of Oncology, Dell Medical School, The University of Texas at Austin, Austin, Texas
| | - Daniel J. McGrail
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Raymond Zou
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Li Guo
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Aditya Shrawat
- College of Natural Sciences, The University of Texas at Austin, Austin, Texas
| | - Kara M. Cirillo
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Qing Li
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Akshay Bhat
- Livestrong Cancer Institutes, Department of Oncology, Dell Medical School, The University of Texas at Austin, Austin, Texas
| | - Min Xu
- Neuroscience Institute and Department of Neurosurgery, Baylor Scott & White Health, Temple, Texas
| | - Dan Qi
- Neuroscience Institute and Department of Neurosurgery, Baylor Scott & White Health, Temple, Texas
| | - Ashok Singh
- Dell Medical School, The University of Texas at Austin, Austin, Texas
| | - Francis McGrath
- Dell Medical School, The University of Texas at Austin, Austin, Texas
| | - Steven Andrews
- Dell Medical School, The University of Texas at Austin, Austin, Texas
| | - Kyaw Lwin Aung
- Livestrong Cancer Institutes, Department of Oncology, Dell Medical School, The University of Texas at Austin, Austin, Texas
| | - Jishnu Das
- Center for Systems Immunology, Department of Immunology, and Department of Computational and Systems Biology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Yunyun Zhou
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Alessia Lodi
- Department of Nutritional Sciences, College of Natural Sciences, The University of Texas at Austin, Austin, Texas
- Department of Pediatrics, Dell Medical School, The University of Texas at Austin, Austin, Texas
| | - Gordon B. Mills
- Department of Cell, Developmental and Cancer Biology, School of Medicine, Oregon Health & Science University, Portland, Oregon
- Precision Oncology, Knight Cancer Institute, Portland, Oregon
| | - S. Gail Eckhardt
- Livestrong Cancer Institutes, Department of Oncology, Dell Medical School, The University of Texas at Austin, Austin, Texas
- Interdisciplinary Life Sciences Graduate Programs (ILSGP), The University of Texas at Austin, Austin, Texas
| | - Marc L. Mendillo
- Department of Biochemistry and Molecular Genetics, and Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Stefano Tiziani
- Livestrong Cancer Institutes, Department of Oncology, Dell Medical School, The University of Texas at Austin, Austin, Texas
- Department of Nutritional Sciences, College of Natural Sciences, The University of Texas at Austin, Austin, Texas
- Department of Pediatrics, Dell Medical School, The University of Texas at Austin, Austin, Texas
- Interdisciplinary Life Sciences Graduate Programs (ILSGP), The University of Texas at Austin, Austin, Texas
| | - Erxi Wu
- Livestrong Cancer Institutes, Department of Oncology, Dell Medical School, The University of Texas at Austin, Austin, Texas
- Neuroscience Institute and Department of Neurosurgery, Baylor Scott & White Health, Temple, Texas
- Department of Surgery, Texas A & M University Health Science Center, College of Medicine, Temple, Texas
- Department of Pharmaceutical Sciences, Texas A & M University Health Science Center, College of Pharmacy, College Station, Texas
| | - Jason H. Huang
- Neuroscience Institute and Department of Neurosurgery, Baylor Scott & White Health, Temple, Texas
- Department of Surgery, Texas A & M University Health Science Center, College of Medicine, Temple, Texas
| | - Nidhi Sahni
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Quantitative and Computational Biosciences Program, Baylor College of Medicine, Houston, Texas
| | - S. Stephen Yi
- Livestrong Cancer Institutes, Department of Oncology, Dell Medical School, The University of Texas at Austin, Austin, Texas
- Interdisciplinary Life Sciences Graduate Programs (ILSGP), The University of Texas at Austin, Austin, Texas
- Oden Institute for Computational Engineering and Sciences (ICES), The University of Texas at Austin, Austin, Texas
- Department of Biomedical Engineering, Cockrell School of Engineering, The University of Texas at Austin, Austin, Texas
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20
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Hiltbrunner S, Fleischmann Z, Sokol ES, Zoche M, Felley-Bosco E, Curioni-Fontecedro A. Genomic landscape of pleural and peritoneal mesothelioma tumours. Br J Cancer 2022; 127:1997-2005. [PMID: 36138075 PMCID: PMC9681755 DOI: 10.1038/s41416-022-01979-0] [Citation(s) in RCA: 42] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 08/25/2022] [Accepted: 08/31/2022] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Malignant pleural and peritoneal mesotheliomas are rare malignancies with unacceptable poor prognoses and limited treatment options. The genomic landscape is mainly characterised by the loss of tumour suppressor genes and mutations in DNA repair genes. Currently, data from next-generation sequencing (NGS) of mesothelioma tumours is restricted to a limited number of cases; moreover, data comparing molecular features of mesothelioma from the pleural and peritoneal origin with NGS are lacking. METHODS We analysed 1113 pleural mesothelioma and 355 peritoneal mesothelioma samples. All tumours were sequenced with the FoundationOne® or FoundationOne®CDx assay for detection of substitutions, insertion-deletions, copy-number alterations and selected rearrangements in at least 324 cancer genes. RESULTS This analysis revealed alterations in 19 genes with an overall prevalence of at least 2%. Alterations in BAP1, CDKN2A, CDKN2B, NF2, MTAP, TP53 and SETD2 occurred with a prevalence of at least 10%. Peritoneal, compared to pleural mesothelioma, was characterised by a lower prevalence of alterations in CDKN2A, CDKN2B and MTAP. Moreover, we could define four distinct subgroups according to alterations in BAP1 and CDKN2A/B. Alterations in Hedgehog pathway-related genes (PTCH1/2 and SUFU) and Hippo pathway-related gene (NF2) as well as KRAS, EGFR, PDGFRA/B, ERBB2 and FGFR3 were detected in both cohorts. CONCLUSION Here, we report the molecular aberrations from the largest cohort of patients with mesothelioma. This analysis identified a proportion of patients with targetable alterations and suggests that molecular profiling can identify new treatment options for patients with mesothelioma.
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Affiliation(s)
- Stefanie Hiltbrunner
- grid.412004.30000 0004 0478 9977Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland ,grid.7400.30000 0004 1937 0650University of Zurich, Zurich, Switzerland
| | - Zoe Fleischmann
- grid.418158.10000 0004 0534 4718Foundation Medicine, Cambridge, MA USA
| | - Ethan S. Sokol
- grid.418158.10000 0004 0534 4718Foundation Medicine, Cambridge, MA USA
| | - Martin Zoche
- grid.412004.30000 0004 0478 9977Pathology Department, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Emanuela Felley-Bosco
- grid.7400.30000 0004 1937 0650University of Zurich, Zurich, Switzerland ,grid.412004.30000 0004 0478 9977Laboratory of Molecular Oncology, Department of Thoracic Surgery, University Hospital Zurich, Zurich, Switzerland
| | - Alessandra Curioni-Fontecedro
- Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland. .,University of Zurich, Zurich, Switzerland.
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21
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Geng T, Li M, Chen R, Yang S, Jin G, Jin T, Chen F. Impact of GTF2H1 and RAD54L2 polymorphisms on the risk of lung cancer in the Chinese Han population. BMC Cancer 2022; 22:1181. [DOI: 10.1186/s12885-022-10303-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 11/10/2022] [Indexed: 11/17/2022] Open
Abstract
Abstract
Background
Repair pathway genes play an important role in the development of lung cancer. The study aimed to assess the correlation between single nucleotide polymorphisms (SNPs) in DNA repair gene (GTF2H1 and RAD54L2) and the risk of lung cancer.
Methods
Five SNPs in GTF2H1 and four SNPs in RAD54L2 in 506 patients with lung cancer and 510 age-and gender-matched healthy controls were genotyped via the Agena MassARRAY platform. The influence of GTF2H1 and RAD54L2 polymorphisms on lung cancer susceptibility was assessed using logistic regression analysis by calculating odds ratios (ORs) and their corresponding 95% confidence intervals (CIs).
Results
RAD54L2 rs9864693 GC genotype increased the risk of lung cancer (OR = 1.33, 95%CI: 1.01–1.77, p = 0.045). Stratified analysis found that associations of RAD54L2 rs11720298, RAD54L2 rs4687592, RAD54L2 rs9864693 and GTF2H1 rs4150667 with lung cancer risk were found in subjects aged ≤ 59 years. Precisely, a protective effect of RAD54L2 rs11720298 on the occurrence of lung cancer was observed in non-smokers and drinkers. GTF2H1 rs4150667 was associated with a decreased risk of lung cancer in subjects with BMI ≤ 24 kg/m2. RAD54L2 rs4687592 was associated with an increased risk of lung cancer in drinkers. In addition, GTF2H1 rs3802967 was associated with a reduced risk of lung squamous cell carcinoma.
Conclusion
Our study first revealed that RAD54L2 rs9864693 was associated with an increased risk of lung cancer in the Chinese Han population. This study may increase the understanding of the effect of RAD54L2 and GTF2H1 polymorphisms on lung cancer occurrence.
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22
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Janardhan HP, Dresser K, Hutchinson L, Trivedi CM. Pathological MAPK activation-mediated lymphatic basement membrane disruption causes lymphangiectasia that is treatable with ravoxertinib. JCI Insight 2022; 7:153033. [PMID: 36073544 PMCID: PMC9536262 DOI: 10.1172/jci.insight.153033] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 07/27/2022] [Indexed: 11/17/2022] Open
Abstract
Lymphangiectasia, an anomalous dilation of lymphatic vessels first described in the 17th century, is frequently associated with chylous effusion, respiratory failure, and high mortality in young patients, yet the underlying molecular pathogenesis and effective treatments remain elusive. Here, we identify an unexpected causal link between MAPK activation and defective development of the lymphatic basement membrane that drives lymphangiectasia. Human pathological tissue samples from patients diagnosed with lymphangiectasia revealed sustained MAPK activation within lymphatic endothelial cells. Endothelial KRASG12D-mediated sustained MAPK activation in newborn mice caused severe pulmonary and intercostal lymphangiectasia, accumulation of chyle in the pleural space, and complete lethality. Pathological activation of MAPK in murine vasculature inhibited the Nfatc1-dependent genetic program required for laminin interactions, collagen crosslinking, and anchoring fibril formation, driving defective development of the lymphatic basement membrane. Treatment with ravoxertinib, a pharmacological inhibitor of MAPK, reverses nuclear-to-cytoplasmic localization of Nfatc1, basement membrane development defects, lymphangiectasia, and chyle accumulation, ultimately improving survival of endothelial KRAS mutant neonatal mice. These results reveal defective lymphatic basement membrane assembly and composition as major causes of thoracic lymphangiectasia and provide a potential treatment.
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Affiliation(s)
| | | | | | - Chinmay M Trivedi
- Division of Cardiovascular Medicine.,Department of Medicine.,Department of Molecular, Cell, and Cancer Biology, and.,Li-Weibo Institute for Rare Diseases Research, University of Massachusetts Medical School, Worcester, Massachusetts, USA
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23
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Yu S, Yuan G, Hu F, Li Y, Chen Z, Zhang R, Li P, Chen Z, Song J. Contribution of ZBTB20 Polymorphisms to Esophageal Cancer Risk Among the Chinese Han Population. Pharmgenomics Pers Med 2022; 15:827-842. [PMID: 36172401 PMCID: PMC9512063 DOI: 10.2147/pgpm.s370963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 09/09/2022] [Indexed: 11/23/2022] Open
Abstract
Background ZBTB20 was overexpressed in esophageal cancer (EC). The study aimed to identify genotypes of ZBTB20 polymorphisms and their correlation with EC occurrence in a Chinese Han population. Methods Four single nucleotide polymorphisms (SNPs) in ZBTB20 were randomly selected for genotyping through Agena MassARRAY system among 525 EC patients and 522 healthy controls. Multiple genetic models were applied to assess the association of ZBTB20 polymorphisms with EC susceptibility by calculating odds ratios (ORs) with 95% confidence intervals (CIs). Results Rs10934270 was associated with lower EC susceptibility (OR = 0.64, p = 0.004) with statistical power >90% in overall analysis. Specifically, the correlation of rs10934270 with EC susceptibility was found in subgroups including patients with esophageal squamous cell carcinoma (ESCC), males, subjects aged ≤65 years, subjects with BMI ≤ 24 kg/m2, and smokers. Rs9841504 might be a risk-increasing factor for ESCC. Moreover, rs9288999 in subjects aged ≤65 years and rs73230612 in females were related to lower EC risk. Conclusion Our research is the first to report that ZBTB20 rs10934270 is associated with reduced EC susceptibility in the Chinese Han population. These data provide a scientific basis for understanding the influence of the ZBTB20 gene on EC occurrence.
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Affiliation(s)
- Shuyong Yu
- Department of Gastrointestinal Surgery, Hainan Cancer Hospital, Haikou, 570100, People’s Republic of China
| | - Guihong Yuan
- Department of Gastroenterology, Hainan Cancer Hospital, Haikou, 570100, People’s Republic of China
| | - Feixiang Hu
- Department of Gastrointestinal Surgery, Hainan Cancer Hospital, Haikou, 570100, People’s Republic of China
| | - Yongyu Li
- Department of Gastroenterology, Hainan Cancer Hospital, Haikou, 570100, People’s Republic of China
| | - Zhuang Chen
- Department of Gastroenterology, Hainan Cancer Hospital, Haikou, 570100, People’s Republic of China
| | - Ronglin Zhang
- Digestive Endoscopy Center, Hainan Cancer Hospital, Haikou, 570100, People’s Republic of China
| | - Ping Li
- Digestive Endoscopy Center, Hainan Cancer Hospital, Haikou, 570100, People’s Republic of China
| | - Zhaowei Chen
- Department of Gastroenterology, Hainan Cancer Hospital, Haikou, 570100, People’s Republic of China
| | - Jian Song
- Department of Gastroenterology, Southern University of Science and Technology Hospital, Shenzhen, 518000, People’s Republic of China
- Correspondence: Jian Song, #6019, Liuxian Avenue, Nanshan District, Shenzhen, Guangdong, 518000, People’s Republic of China, Email
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Butelmann T, Gu Y, Li A, Tribukait-Riemenschneider F, Hoffmann J, Molazem A, Jaeger E, Pellegrini D, Forget A, Shastri VP. 3D Printed Solutions for Spheroid Engineering and Cancer Research. Int J Mol Sci 2022; 23:ijms23158188. [PMID: 35897762 PMCID: PMC9331260 DOI: 10.3390/ijms23158188] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 07/13/2022] [Accepted: 07/20/2022] [Indexed: 01/03/2023] Open
Abstract
In multicellular organisms, cells are organized in a 3-dimensional framework and this is essential for organogenesis and tissue morphogenesis. Systems to recapitulate 3D cell growth are therefore vital for understanding development and cancer biology. Cells organized in 3D environments can evolve certain phenotypic traits valuable to physiologically relevant models that cannot be accessed in 2D culture. Cellular spheroids constitute an important aspect of in vitro tumor biology and they are usually prepared using the hanging drop method. Here a 3D printed approach is demonstrated to fabricate bespoke hanging drop devices for the culture of tumor cells. The design attributes of the hanging drop device take into account the need for high-throughput, high efficacy in spheroid formation, and automation. Specifically, in this study, custom-fit, modularized hanging drop devices comprising of inserts (Q-serts) were designed and fabricated using fused filament deposition (FFD). The utility of the Q-serts in the engineering of unicellular and multicellular spheroids-synthetic tumor microenvironment mimics (STEMs)—was established using human (cancer) cells. The culture of spheroids was automated using a pipetting robot and bioprinted using a custom bioink based on carboxylated agarose to simulate a tumor microenvironment (TME). The spheroids were characterized using light microscopy and histology. They showed good morphological and structural integrity and had high viability throughout the entire workflow. The systems and workflow presented here represent a user-focused 3D printing-driven spheroid culture platform which can be reliably reproduced in any research environment and scaled to- and on-demand. The standardization of spheroid preparation, handling, and culture should eliminate user-dependent variables, and have a positive impact on translational research to enable direct comparison of scientific findings.
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Affiliation(s)
- Tobias Butelmann
- Institute for Macromolecular Chemistry, University of Freiburg, 79104 Freiburg, Germany; (T.B.); (Y.G.); (A.L.); (F.T.-R.); (J.H.); (A.M.); (E.J.); (D.P.); (A.F.)
| | - Yawei Gu
- Institute for Macromolecular Chemistry, University of Freiburg, 79104 Freiburg, Germany; (T.B.); (Y.G.); (A.L.); (F.T.-R.); (J.H.); (A.M.); (E.J.); (D.P.); (A.F.)
| | - Aijun Li
- Institute for Macromolecular Chemistry, University of Freiburg, 79104 Freiburg, Germany; (T.B.); (Y.G.); (A.L.); (F.T.-R.); (J.H.); (A.M.); (E.J.); (D.P.); (A.F.)
| | - Fabian Tribukait-Riemenschneider
- Institute for Macromolecular Chemistry, University of Freiburg, 79104 Freiburg, Germany; (T.B.); (Y.G.); (A.L.); (F.T.-R.); (J.H.); (A.M.); (E.J.); (D.P.); (A.F.)
| | - Julius Hoffmann
- Institute for Macromolecular Chemistry, University of Freiburg, 79104 Freiburg, Germany; (T.B.); (Y.G.); (A.L.); (F.T.-R.); (J.H.); (A.M.); (E.J.); (D.P.); (A.F.)
| | - Amin Molazem
- Institute for Macromolecular Chemistry, University of Freiburg, 79104 Freiburg, Germany; (T.B.); (Y.G.); (A.L.); (F.T.-R.); (J.H.); (A.M.); (E.J.); (D.P.); (A.F.)
| | - Ellen Jaeger
- Institute for Macromolecular Chemistry, University of Freiburg, 79104 Freiburg, Germany; (T.B.); (Y.G.); (A.L.); (F.T.-R.); (J.H.); (A.M.); (E.J.); (D.P.); (A.F.)
| | - Diana Pellegrini
- Institute for Macromolecular Chemistry, University of Freiburg, 79104 Freiburg, Germany; (T.B.); (Y.G.); (A.L.); (F.T.-R.); (J.H.); (A.M.); (E.J.); (D.P.); (A.F.)
| | - Aurelien Forget
- Institute for Macromolecular Chemistry, University of Freiburg, 79104 Freiburg, Germany; (T.B.); (Y.G.); (A.L.); (F.T.-R.); (J.H.); (A.M.); (E.J.); (D.P.); (A.F.)
| | - V. Prasad Shastri
- Institute for Macromolecular Chemistry, University of Freiburg, 79104 Freiburg, Germany; (T.B.); (Y.G.); (A.L.); (F.T.-R.); (J.H.); (A.M.); (E.J.); (D.P.); (A.F.)
- BIOSS Centre for Biological Signalling Studies, University of Freiburg, 79104 Freiburg, Germany
- Correspondence: or
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25
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Meng W, Zhang W, Yang S, Dou X, Liu Y, Li H, Liu J, Jin T, Li B. Analysis of pharmacogenomic very important pharmacogenomic variants: CYP3A5, ACE, PTGS2 and NAT2 genes in Chinese Bai population. Per Med 2022; 19:403-410. [PMID: 35801384 DOI: 10.2217/pme-2021-0157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Aim: Our study aimed to screen the genotype frequencies of very important pharmacogenomic (VIP) mutations and identify their differences between Bai and other populations. Materials & methods: We selected 66 VIP variants from PharmGKB (www.pharmgkb.org/) for genotyping. χ2 test was used to identify differences in loci between these populations and Fst values of Bai and the other 26 populations were analyzed. Results: Our study showed that the frequencies of SNPs of CYP3A5, ACE, PTGS2 and NAT2 differed significantly from those of the other 26 populations. At the same time, we found that some VIP variants may affect the metabolism of drugs and the genetic relationship between the Bai population and East Asian populations was found to be the closest. Conclusion: By comparing the genotype frequencies of different populations, the loci with significant differences were identified and discussed, providing a theoretical basis for individualized drug use in the Bai ethnic population.
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Affiliation(s)
- Wenting Meng
- Key Laboratory of Resource Biology & Biotechnology in Western China, Ministry of Education, School of Medicine, Northwest University, 229 TaiBai North Road, Xi'an, 710069, China.,Biomedicine Key Laboratory of Shaanxi Province, Northwest University, Xi'an, 710069, China
| | - Wenjie Zhang
- Key Laboratory of Resource Biology & Biotechnology in Western China, Ministry of Education, School of Medicine, Northwest University, 229 TaiBai North Road, Xi'an, 710069, China.,Biomedicine Key Laboratory of Shaanxi Province, Northwest University, Xi'an, 710069, China
| | - Shuangyu Yang
- Key Laboratory of Resource Biology & Biotechnology in Western China, Ministry of Education, School of Medicine, Northwest University, 229 TaiBai North Road, Xi'an, 710069, China.,Biomedicine Key Laboratory of Shaanxi Province, Northwest University, Xi'an, 710069, China
| | - Xia Dou
- Key Laboratory of Resource Biology & Biotechnology in Western China, Ministry of Education, School of Medicine, Northwest University, 229 TaiBai North Road, Xi'an, 710069, China.,Biomedicine Key Laboratory of Shaanxi Province, Northwest University, Xi'an, 710069, China
| | - Yuanwei Liu
- Key Laboratory of Resource Biology & Biotechnology in Western China, Ministry of Education, School of Medicine, Northwest University, 229 TaiBai North Road, Xi'an, 710069, China.,Biomedicine Key Laboratory of Shaanxi Province, Northwest University, Xi'an, 710069, China
| | - Haiyue Li
- Key Laboratory of Resource Biology & Biotechnology in Western China, Ministry of Education, School of Medicine, Northwest University, 229 TaiBai North Road, Xi'an, 710069, China.,Biomedicine Key Laboratory of Shaanxi Province, Northwest University, Xi'an, 710069, China
| | - Jianfeng Liu
- Key Laboratory of Resource Biology & Biotechnology in Western China, Ministry of Education, School of Medicine, Northwest University, 229 TaiBai North Road, Xi'an, 710069, China.,Biomedicine Key Laboratory of Shaanxi Province, Northwest University, Xi'an, 710069, China
| | - Tianbo Jin
- Key Laboratory of Resource Biology & Biotechnology in Western China, Ministry of Education, School of Medicine, Northwest University, 229 TaiBai North Road, Xi'an, 710069, China.,Biomedicine Key Laboratory of Shaanxi Province, Northwest University, Xi'an, 710069, China
| | - Bin Li
- Key Laboratory of Resource Biology & Biotechnology in Western China, Ministry of Education, School of Medicine, Northwest University, 229 TaiBai North Road, Xi'an, 710069, China.,Biomedicine Key Laboratory of Shaanxi Province, Northwest University, Xi'an, 710069, China
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26
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Bao W, Lin X, Yang B, Chen B. Gene Regulatory Identification Based on the Novel Hybrid Time-Delayed Method. Front Genet 2022; 13:888786. [PMID: 35664311 PMCID: PMC9161097 DOI: 10.3389/fgene.2022.888786] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 04/06/2022] [Indexed: 11/28/2022] Open
Abstract
Gene regulatory network (GRN) inference with biology data is a difficult and serious issue in the field of system biology. In order to detect the direct associations of GRN more accurately, a novel two-step GRN inference technique based on the time-delayed correlation coefficient (TDCC) and time-delayed complex-valued S-system model (TDCVSS) is proposed. First, a TDCC algorithm is utilized to construct an initial network. Second, a TDCVSS model is utilized to prune the network topology in order to delete false-positive regulatory relationships for each target gene. The complex-valued restricted additive tree and complex-valued differential evolution are proposed to approximate the optimal TDCVSS model. Finally, the overall network could be inferred by integrating the regulations of all target genes. Two real gene expression datasets from E. coli and S. cerevisiae gene networks are utilized to evaluate the performances of our proposed two-step GRN inference algorithm. The results demonstrated that the proposed algorithm could infer GRN more correct than classical methods and time-delayed methods.
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Affiliation(s)
- Wenzheng Bao
- School of Information Engineering, Xuzhou University of Technology, Xuzhou, China
| | - Xiao Lin
- Department of Pharmaceutics, Zaozhuang Municipal Hospital, Zaozhuang, China
- *Correspondence: Xiao Lin,
| | - Bin Yang
- School of Information Science and Engineering, Zaozhuang University, Zaozhuang, China 277160
| | - Baitong Chen
- Xuzhou Municipal First People’s Hospital, Xuzhou, China
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27
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Wang S, Wen X, Zhao R, Bai Y. Genetic Variation in the ZNF208 Gene at rs8103163 and rs7248488 Is Associated With Laryngeal Cancer in the Northwestern Chinese Han Male. Front Genet 2022; 13:813823. [PMID: 35480322 PMCID: PMC9035488 DOI: 10.3389/fgene.2022.813823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 03/09/2022] [Indexed: 11/18/2022] Open
Abstract
Background: Laryngeal cancer is more common in middle-aged and older men. We conducted an association analysis between ZNF208 polymorphisms and laryngeal cancer (LC) risk in the Northwestern Chinese Han male. Methods: A total of 352 subjects (172 LC patients and 180 controls) were involved in this study. Agena MassARRAY was used to determine the genotypes. Unconditional logistic regression analysis was performed to explore the relevance. Results: Two SNPs were associated with the risk of LC: rs8103163, OR = 1.41, p = 0.043; rs7248488, OR = 1.45, p = 0.025. Furthermore, rs8103163 was associated with an increased risk of LC under a log-additive model (OR = 1.40, p = 0.042), and rs7248488 was related to a higher risk of LC under a recessive model (OR = 2.33, p = 0.025) and a log-additive model (OR = 1.44, p = 0.026). Conclusions: We first demonstrated that the rs8103163 A allele and the rs7248488 A allele in ZNF208 create susceptibility to laryngeal cancer in the Northwestern Chinese Han male.
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Affiliation(s)
- Shiyang Wang
- Department of Otolaryngology Head and Neck Surgery, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
- *Correspondence: Shiyang Wang,
| | - Xiulin Wen
- Department of Nursing, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Ruimin Zhao
- Department of Otolaryngology Head and Neck Surgery, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Yanxia Bai
- Department of Otolaryngology Head and Neck Surgery, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
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28
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Cancer mutation profiles predict ICIs efficacy in patients with non-small cell lung cancer. Expert Rev Mol Med 2022; 24:e16. [PMID: 35373730 DOI: 10.1017/erm.2022.9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Although immune checkpoint inhibitors (ICIs) have produced remarkable responses in non-small cell lung cancer (NSCLC) patients, receivers still have a relatively low response rate. Initial response assessment by conventional imaging and evaluation criteria is often unable to identify whether patients can achieve durable clinical benefit from ICIs. Overall, there are sparse effective biomarkers identified to screen NSCLC patients responding to this therapy. A lot of studies have reported that patients with specific gene mutations may benefit from or resist to immunotherapy. However, the single gene mutation may be not effective enough to predict the benefit from immunotherapy for patients. With the advancement in sequencing technology, further studies indicate that many mutations often co-occur and suggest a drastic transformation of tumour microenvironment phenotype. Moreover, co-mutation events have been reported to synergise to activate or suppress signalling pathways of anti-tumour immune response, which also indicates a potential target for combining intervention. Thus, the different mutation profile (especially co-mutation) of patients may be an important concern for predicting or promoting the efficacy of ICIs. However, there is a lack of comprehensive knowledge of this field until now. Therefore, in this study, we reviewed and elaborated the value of cancer mutation profile in predicting the efficacy of immunotherapy and analysed the underlying mechanisms, to provide an alternative way for screening dominant groups, and thereby, optimising individualised therapy for NSCLC patients.
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29
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Tachibana A, Fujimura N, Takeuchi M, Watanabe K, Teruuchi Y, Uchiki T. Cationic copolymers that enhance wild-type-specific suppression in BNA-clamp PCR and preferentially increase the Tm of fully matched complementary DNA and BNA strands. BIOLOGY METHODS AND PROTOCOLS 2022; 7:bpac009. [PMID: 35664806 PMCID: PMC9154250 DOI: 10.1093/biomethods/bpac009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 03/17/2022] [Accepted: 03/28/2022] [Indexed: 11/13/2022]
Abstract
Abstract
Mutation detection is of major interest in molecular diagnostics, especially in the field of oncology. However, detection can be challenging as mutant alleles often coexists with excess copies of wild-type alleles. Bridged nucleic acid (BNA)-clamp PCR circumvents this challenge by preferentially suppressing the amplification of wild-type alleles and enriching rare mutant alleles. In this study, we screened cationic copolymers containing nonionic and anionic repeat units for their ability to 1) increase the Tm of double-stranded DNA, 2) avoid PCR inhibition, and 3) enhance the suppression of wild-type amplification in BNA-clamp PCR to detect the KRAS G13D mutation. The selected copolymers that met these criteria consisted of four types of amines and anionic and/or nonionic units. In BNA-clamp PCR, these copolymers increased the threshold cycle (Ct) of the wild-type allele only and enabled mutation detection from templates with a 0.01% mutant-to-wild-type ratio. Melting curve analysis with 11-mer DNA-DNA or BNA-DNA complementary strands showed that these copolymers preferentially increased the Tm of perfectly matched strands over strands containing 1-bp mismatches. These results suggested that these copolymers preferentially stabilize perfectly matched DNA and BNA strands and thereby enhance rare mutant detection in BNA-clamp PCR.
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Affiliation(s)
- Ami Tachibana
- Nitto Boseki Co. Ltd., Kawasaki, Kanagawa, 210-0821, Japan
| | | | | | - Koji Watanabe
- Nittobo Medical Co. Ltd., Koriyama, Fukushima, 963-8061, Japan
| | - Yoko Teruuchi
- Nittobo Medical Co. Ltd., Koriyama, Fukushima, 963-8061, Japan
| | - Tomoaki Uchiki
- Nitto Boseki Co. Ltd., Kawasaki, Kanagawa, 210-0821, Japan
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30
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Xu J, Zhang W, Song W, Cui J, Tian Y, Chen H, Huang P, Yang S, Wang L, He X, Wang L, Shi B, Cui W. Relationship Between KCNQ1 Polymorphism and Type 2 Diabetes Risk in Northwestern China. Pharmgenomics Pers Med 2022; 14:1731-1751. [PMID: 35002291 PMCID: PMC8725845 DOI: 10.2147/pgpm.s340813] [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: 09/23/2021] [Accepted: 11/10/2021] [Indexed: 11/23/2022] Open
Abstract
Purpose This study aimed to explore the relationship between KCNQ1 polymorphism and type 2 diabetes mellitus (T2DM) risk in the population of Northwest China. Patients and Methods Case-control strategy was used to reveal the correlation between KCNQ1 polymorphism and T2DM risk, and MDR analysis clarified the influence of KCNQ1 polymorphism interaction on T2DM risk. The related proteins, functions, and signal pathways of KCNQ1 were further explored through bioinformatics methods. PCR was used to explore the relative expression of KCNQ1 in T2DM patients and the controls. Results Studies showed that rs163177, rs163184, rs2237895 and rs2283228 on the KCNQ1 gene are closely related to the risk of T2DM in Northwest China. MDR results showed that the three-locus model is the best model for T2DM risk assessment, which increases the risk of T2DM. The bioinformatics results showed that KCNQ1 closely-acted proteins are mainly involved in signal pathways such as gastric acid secretion and renin secretion. The PCR results showed that, compared with the controls, the expression of KCNQ1 was up-regulated in T2DM patients. Conclusion The results revealed that KCNQ1 polymorphism is related to the risk of T2DM in the population of Northwest China and provide a scientific basis for the early screening and prevention of T2DM high-risk populations.
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Affiliation(s)
- Jing Xu
- Department of Endocrinology and Second Department of Geriatrics, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, People's Republic of China
| | - Wei Zhang
- Department of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, People's Republic of China
| | - Wei Song
- Department of Endocrinology and Second Department of Geriatrics, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, People's Republic of China
| | - Jiaqi Cui
- Department of Endocrinology and Second Department of Geriatrics, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, People's Republic of China
| | - Yanni Tian
- Department of Endocrinology and Second Department of Geriatrics, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, People's Republic of China
| | - Huan Chen
- Department of Endocrinology and Second Department of Geriatrics, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, People's Republic of China
| | - Pan Huang
- Department of Endocrinology and Second Department of Geriatrics, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, People's Republic of China
| | - Shujun Yang
- Department of Endocrinology and Second Department of Geriatrics, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, People's Republic of China
| | - Lu Wang
- Department of Endocrinology and Second Department of Geriatrics, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, People's Republic of China
| | - Xin He
- Department of Endocrinology, Xi'an Aerospace General Hospital, Xi'an, Shaanxi, 710000, People's Republic of China
| | - Lin Wang
- Department of Endocrinology, Xi'an Gaoxin Hospital, Xi'an, Shaanxi, 710075, People's Republic of China
| | - Bingyin Shi
- Department of Endocrinology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, People's Republic of China
| | - Wei Cui
- Department of Endocrinology and Second Department of Geriatrics, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, People's Republic of China
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31
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Deger T, Mendelaar PAJ, Kraan J, Prager-van der Smissen WJC, van der Vlugt-Daane M, Bindels EMJ, Sieuwerts AM, Sleijfer S, Wilting SM, Hollestelle A, Martens JWM. A pipeline for copy number profiling of single circulating tumor cells to assess intra-patient tumor heterogeneity. Mol Oncol 2021; 16:2981-3000. [PMID: 34964258 PMCID: PMC9394233 DOI: 10.1002/1878-0261.13174] [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: 04/30/2021] [Revised: 12/01/2021] [Accepted: 12/28/2021] [Indexed: 12/24/2022] Open
Abstract
Intrapatient tumour heterogeneity is likely a major determinant of clinical outcome in cancer patients. To assess heterogeneity in a minimally invasive manner, methods to perform single circulating tumour cell (CTC) genomics at high resolution are necessary. However, due to the rarity of CTCs, development of such methods is challenging. Here, we developed a modular single CTC analysis pipeline to assess intrapatient heterogeneity by copy number (CN) profiling. To optimize this pipeline, spike‐in experiments using MCF‐7 breast cancer cells were performed. The VyCAP puncher system was used to isolate single cells. The quality of whole genome amplification (WGA) products generated by REPLI‐g and Ampli1™ methods, as well as the results from the Illumina Truseq and the Ampli1™ LowPass library preparation techniques, was compared. Moreover, a bioinformatic pipeline was designed to generate CN profiles from single CTCs. The optimal combination of Ampli1™ WGA and Illumina Truseq library preparation was successfully validated on patient‐derived CTCs. In conclusion, we developed a novel modular pipeline to isolate single CTCs and subsequently generate detailed patient‐derived CN profiles that allow assessment of intrapatient heterogeneity in future studies.
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Affiliation(s)
- Teoman Deger
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Pauline A J Mendelaar
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Jaco Kraan
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | | | | | - Eric M J Bindels
- Department of Hematology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Anieta M Sieuwerts
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Stefan Sleijfer
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Saskia M Wilting
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | | | - John W M Martens
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
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32
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Wang Y, Peng L, Lu H, Zhang Z, Xing S, Li D, He C, Jin T, Wang L. Genetic Polymorphisms of Very Important Pharmacogene Variants in the Blang Population from Yunnan Province in China. Pharmgenomics Pers Med 2021; 14:1647-1660. [PMID: 34949935 PMCID: PMC8691194 DOI: 10.2147/pgpm.s327313] [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: 07/08/2021] [Accepted: 11/10/2021] [Indexed: 11/23/2022] Open
Abstract
Background We aimed to enrich the pharmacogenomic information of a Blang population (BP) from Yunnan Province in China. Methods We genotyped 55 very important pharmacogene (VIP) variants from the PharmGKB database and compared their genotype distribution (GD) in a BP with that of 26 populations by the χ2 test. The minor allele frequency (MAF) distribution of seven significantly different single-nucleotide polymorphisms (SNPs) was conducted to compare the difference between the BP and 26 other populations. Results Compared with the GD of 55 loci in the BP, among 26 studied populations, GWD, YRI, GIH, ESN, MSL, TSI, PJL, ACB, FIN and IBS were the top-10 populations, which showed a significantly different GD >35 loci. CHB, JPT, CDX, CHS, and KHV populations had a significantly different GD <20 loci. A GD difference of 27–34 loci was found between the BP and 11 populations (LWK, CEU, ITU, STU, PUR, CLM, GBR, ASW, BEB, MXL and PEL). The GD of five loci (rs750155 (SULT1A1), rs4291 (ACE), rs1051298 (SLC19A1), rs1131596 (SLC19A1) and rs1051296 (SLC19A1)) were the most significantly different in the BP as compared with that of the other 26 populations. The genotype frequency of rs1800764 (ACE) and rs1065852 (CYP2D6) was different in all populations except for PEL and LWK, respectively. MAFs of rs1065852 (CYP2D6) and rs750155 (SULT1A1) showed the largest fluctuation between the BP and SAS, EUR, AFR and AMR populations. Conclusion Our data can provide theoretical guidance for safe and efficacious personalized drug use in the Blang population.
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Affiliation(s)
- Yuliang Wang
- Key Laboratory of Molecular Mechanism and Intervention Research for Plateau Diseases of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, Shaanxi, People's Republic of China.,Engineering Research Center of Tibetan Medicine Detection Technology, Ministry of Education, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China.,Key Laboratory of High Altitude Hypoxia Environment and Life Health, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China
| | - Linna Peng
- Key Laboratory of Molecular Mechanism and Intervention Research for Plateau Diseases of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, Shaanxi, People's Republic of China.,Engineering Research Center of Tibetan Medicine Detection Technology, Ministry of Education, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China.,Key Laboratory of High Altitude Hypoxia Environment and Life Health, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China
| | - Hongyan Lu
- Key Laboratory of Molecular Mechanism and Intervention Research for Plateau Diseases of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, Shaanxi, People's Republic of China.,Engineering Research Center of Tibetan Medicine Detection Technology, Ministry of Education, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China.,Key Laboratory of High Altitude Hypoxia Environment and Life Health, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China
| | - Zhanhao Zhang
- Key Laboratory of Molecular Mechanism and Intervention Research for Plateau Diseases of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, Shaanxi, People's Republic of China.,Engineering Research Center of Tibetan Medicine Detection Technology, Ministry of Education, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China.,Key Laboratory of High Altitude Hypoxia Environment and Life Health, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China
| | - Shishi Xing
- Key Laboratory of Molecular Mechanism and Intervention Research for Plateau Diseases of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, Shaanxi, People's Republic of China.,Engineering Research Center of Tibetan Medicine Detection Technology, Ministry of Education, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China.,Key Laboratory of High Altitude Hypoxia Environment and Life Health, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China
| | - Dandan Li
- Key Laboratory of Molecular Mechanism and Intervention Research for Plateau Diseases of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, Shaanxi, People's Republic of China.,Engineering Research Center of Tibetan Medicine Detection Technology, Ministry of Education, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China.,Key Laboratory of High Altitude Hypoxia Environment and Life Health, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China
| | - Chunjuan He
- Key Laboratory of Molecular Mechanism and Intervention Research for Plateau Diseases of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, Shaanxi, People's Republic of China.,Engineering Research Center of Tibetan Medicine Detection Technology, Ministry of Education, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China.,Key Laboratory of High Altitude Hypoxia Environment and Life Health, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China
| | - Tianbo Jin
- Key Laboratory of Molecular Mechanism and Intervention Research for Plateau Diseases of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, Shaanxi, People's Republic of China.,Engineering Research Center of Tibetan Medicine Detection Technology, Ministry of Education, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China.,Key Laboratory of High Altitude Hypoxia Environment and Life Health, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China
| | - Li Wang
- Key Laboratory of Molecular Mechanism and Intervention Research for Plateau Diseases of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, Shaanxi, People's Republic of China.,Engineering Research Center of Tibetan Medicine Detection Technology, Ministry of Education, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China.,Key Laboratory of High Altitude Hypoxia Environment and Life Health, School of Medicine, Xizang Minzu University, Xianyang, Shaanxi, 712082, People's Republic of China
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33
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Ahmed R, Erten C, Houdjedj A, Kazan H, Yalcin C. A Network-Centric Framework for the Evaluation of Mutual Exclusivity Tests on Cancer Drivers. Front Genet 2021; 12:746495. [PMID: 34899838 PMCID: PMC8664367 DOI: 10.3389/fgene.2021.746495] [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: 07/23/2021] [Accepted: 10/27/2021] [Indexed: 12/03/2022] Open
Abstract
One of the key concepts employed in cancer driver gene identification is that of mutual exclusivity (ME); a driver mutation is less likely to occur in case of an earlier mutation that has common functionality in the same molecular pathway. Several ME tests have been proposed recently, however the current protocols to evaluate ME tests have two main limitations. Firstly the evaluations are mostly with respect to simulated data and secondly the evaluation metrics lack a network-centric view. The latter is especially crucial as the notion of common functionality can be achieved through searching for interaction patterns in relevant networks. We propose a network-centric framework to evaluate the pairwise significances found by statistical ME tests. It has three main components. The first component consists of metrics employed in the network-centric ME evaluations. Such metrics are designed so that network knowledge and the reference set of known cancer genes are incorporated in ME evaluations under a careful definition of proper control groups. The other two components are designed as further mechanisms to avoid confounders inherent in ME detection on top of the network-centric view. To this end, our second objective is to dissect the side effects caused by mutation load artifacts where mutations driving tumor subtypes with low mutation load might be incorrectly diagnosed as mutually exclusive. Finally, as part of the third main component, the confounding issue stemming from the use of nonspecific interaction networks generated as combinations of interactions from different tissues is resolved through the creation and use of tissue-specific networks in the proposed framework. The data, the source code and useful scripts are available at: https://github.com/abu-compbio/NetCentric.
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Affiliation(s)
- Rafsan Ahmed
- Electrical and Computer Engineering Graduate Program, Antalya Bilim University, Antalya, Turkey
| | - Cesim Erten
- Department of Computer Engineering, Antalya Bilim University, Antalya, Turkey
| | - Aissa Houdjedj
- Department of Computer Engineering, Antalya Bilim University, Antalya, Turkey
| | - Hilal Kazan
- Department of Computer Engineering, Antalya Bilim University, Antalya, Turkey
| | - Cansu Yalcin
- Department of Computer Engineering, Antalya Bilim University, Antalya, Turkey
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Kim HJ, Lee HN, Jeong MS, Jang SB. Oncogenic KRAS: Signaling and Drug Resistance. Cancers (Basel) 2021; 13:cancers13225599. [PMID: 34830757 PMCID: PMC8616169 DOI: 10.3390/cancers13225599] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 11/04/2021] [Accepted: 11/05/2021] [Indexed: 12/11/2022] Open
Abstract
RAS proteins play a role in many physiological signals transduction processes, including cell growth, division, and survival. The Ras protein has amino acids 188-189 and functions as GTPase. These proteins are switch molecules that cycle between inactive GDP-bound and active GTP-bound by guanine nucleotide exchange factors (GEFs). KRAS is one of the Ras superfamily isoforms (N-RAS, H-RAS, and K-RAS) that frequently mutate in cancer. The mutation of KRAS is essentially performing the transformation in humans. Since most RAS proteins belong to GTPase, mutated and GTP-bound active RAS is found in many cancers. Despite KRAS being an important molecule in mostly human cancer, including pancreatic and breast, numerous efforts in years past have persisted in cancer therapy targeting KRAS mutant. This review summarizes the biological characteristics of these proteins and the recent progress in the exploration of KRAS-targeted anticancer, leading to new insight.
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Affiliation(s)
- Hyeon Jin Kim
- Department of Molecular Biology, College of Natural Sciences, Pusan National University, Jangjeon-dong, Geumjeong-gu, Busan 46241, Korea; (H.J.K.); (H.N.L.)
| | - Han Na Lee
- Department of Molecular Biology, College of Natural Sciences, Pusan National University, Jangjeon-dong, Geumjeong-gu, Busan 46241, Korea; (H.J.K.); (H.N.L.)
| | - Mi Suk Jeong
- Institute for Plastic Information and Energy Materials and Sustainable Utilization of Photovoltaic Energy Research Center, Pusan National University, Jangjeon-dong, Geumjeong-gu, Busan 46241, Korea
- Correspondence: (M.S.J.); (S.B.J.); Tel.: +82-51-510-2523 (S.B.J.); Fax: +82-51-581-2544 (S.B.J.)
| | - Se Bok Jang
- Department of Molecular Biology, College of Natural Sciences, Pusan National University, Jangjeon-dong, Geumjeong-gu, Busan 46241, Korea; (H.J.K.); (H.N.L.)
- Correspondence: (M.S.J.); (S.B.J.); Tel.: +82-51-510-2523 (S.B.J.); Fax: +82-51-581-2544 (S.B.J.)
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Yan Z, Zhang K, Ji M, Xu H, Chen X. A Dual PI3K/HDAC Inhibitor Downregulates Oncogenic Pathways in Hematologic Tumors In Vitro and In Vivo. Front Pharmacol 2021; 12:741697. [PMID: 34658878 PMCID: PMC8519310 DOI: 10.3389/fphar.2021.741697] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 08/12/2021] [Indexed: 01/07/2023] Open
Abstract
Purpose: To investigate the efficacy and mechanism of compound 23, a PI3K/HDAC dual-target inhibitor, on hematologic tumor cells in vitro and in vivo. Methods: The MTS Kit was used to study the antiproliferative effects in vitro. Western blot was used to analyze the involved signaling pathways. Flow cytometry was used to analyze apoptosis and the cell cycle. The antiproliferative effects were evaluated in vivo using EL4 and A20 xenograft models. The CCLE database was used to analyze gene expression. Results: Compound 23 significantly inhibited the proliferation of hematologic tumors; it simultaneously regulated PI3K/HDAC pathways and induced apoptosis and G1-phase arrest in EL4, NB4, and A20 cells in vitro. When tested in vivo, compound 23 significantly inhibited the proliferation of EL4 and A20. The expression levels of ErbB2 and ErbB3 decreased in hematologic tumors compared with it in solid tumors. Conclusion: Compound 23 modulates the PI3K/HDAC pathway, which results in significant inhibition of hematologic tumor proliferation in vivo and in vitro. The differential levels of ERBB2 and ERBB3 might be related to the difference in the effect of compound 23 on hematologic tumors and solid tumors.
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Affiliation(s)
- Zheng Yan
- Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Kehui Zhang
- Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ming Ji
- Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Heng Xu
- Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiaoguang Chen
- Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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Cheng Y, Li Q, Yang X, Ding H, Chen W, Dai R, Zhang C. Analysis of Very Important Pharmacogenomics Variants in the Chinese Lahu Population. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2021; 14:1275-1289. [PMID: 34629888 PMCID: PMC8493477 DOI: 10.2147/pgpm.s324410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 09/07/2021] [Indexed: 11/23/2022]
Abstract
Background Genetic polymorphism, obviously, has a potential clinical role in determining differences in drug efficacy; however, there are no reports about the pharmacogenomic information of the Lahu population. Therefore, our research aimed to screen the genotypic frequencies of the very important pharmacogenomics (VIP) mutations and determined the differences between Lahu and the other 11 populations. Methods Agena MassARRAY (AgenaMassARRAY) single nucleotide polymorphism (SNP) genotyping technique was used to detect 81 VIP mutations of pharmacogenomics genes in Lahu, and their genotypic frequencies were compared with the other major 11 populations. Chi-square tests were used to identify different loci among these populations. Finally, the genetic structure and pairwise Fst values of Lahu and the other 11 populations were analyzed. Results We found that the distribution of allele frequencies within different pharmacogenes in Lahu showed significantly different with other populations. Additionally, the pairwise F-statistics (Fst) values and genetic structure revealed the variants in the Lahu population as well were mostly related to the Han Chinese in Beijing, China (CHB) and the Japanese population in Tokyo, Japan (JPT) genetically. Conclusion This study will provide a theoretical basis for safe drug use and help to establish the appropriate individualized treatment strategies in the Lahu population.
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Affiliation(s)
- Yujing Cheng
- Department of Blood Transfusion, First People's Hospital of Yunnan, Kunming City, 650021, Yunnan Province, People's Republic of China
| | - Qi Li
- Department of Blood Transfusion, First People's Hospital of Yunnan, Kunming City, 650021, Yunnan Province, People's Republic of China
| | - Xin Yang
- Department of Blood Transfusion, First People's Hospital of Yunnan, Kunming City, 650021, Yunnan Province, People's Republic of China
| | - Heng Ding
- Blood Station of Honghe State Center, Honghe Prefecture City, 661100, Yunnan Province, People's Republic of China
| | - Wanlu Chen
- Department of Blood Transfusion, First People's Hospital of Yunnan, Kunming City, 650021, Yunnan Province, People's Republic of China
| | - Run Dai
- Department of Blood Transfusion, First People's Hospital of Yunnan, Kunming City, 650021, Yunnan Province, People's Republic of China
| | - Chan Zhang
- Department of Blood Transfusion, First People's Hospital of Yunnan, Kunming City, 650021, Yunnan Province, People's Republic of China
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Liang T, Zhang X, Liang A, Wu H, Wang Q, He J, Long M, Jin T. The effect of CYP7B1 polymorphisms on the risk of coronary heart disease in Hainan Han population. BMC Med Genomics 2021; 14:220. [PMID: 34493281 PMCID: PMC8422734 DOI: 10.1186/s12920-021-01067-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 08/16/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Coronary heart disease (CHD) is the leading cause of human death worldwide. Genetic factors play an important role in the occurrence of CHD. Our study is designed to investigate the influence of CYP7B1 polymorphisms on CHD risk. METHODS In this case-control study, 508 CHD patients and 510 healthy individuals were recruited to determine the correlation between CYP7B1 polymorphisms (rs7836768, rs6472155, and rs2980003) and CHD risk. The associations were evaluated by computing odds ratios (OR) and 95% confidence intervals (CI) with logistic regression analysis. The association between SNP-SNP interaction and CHD susceptibility was carried out by multifactor dimensionality reduction analyses. RESULTS Our study found that rs6472155 is significantly associated with an increased risk of CHD in age > 60 years (OR 2.20, 95% CI = 1.07-4.49, p = 0.031), women (OR 3.17, 95% CI = 1.19-8.44, p = 0.021), and non-smokers (3.43, 95% CI = 1.16-10.09, p = 0.025). Rs2980003 polymorphism has a lower risk of CHD in drinkers (OR 0.47, 95% CI = 0.24-0.91, p = 0.025). Further analyses based on false-positive report probability validated these significant results. Besides, it was found that rs6472155 polymorphism was associated with uric acid level (p = 0.034). CONCLUSION Our study indicated that CYP7B1 polymorphisms are related to the risk of CHD, which provides a new perspective for prevent of CHD.
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Affiliation(s)
- Tiebiao Liang
- Department of Cardiovascular Internal Medicine, People's Hospital of Wanning, Wanning, 571500, Hainan, China
| | - Xianbo Zhang
- Department of Cardiovascular Internal Medicine, People's Hospital of Wanning, Wanning, 571500, Hainan, China
| | - Anshan Liang
- Department of Cardiovascular Internal Medicine, People's Hospital of Wanning, Wanning, 571500, Hainan, China
| | - Haiqing Wu
- Department of Cardiovascular Internal Medicine, People's Hospital of Wanning, Wanning, 571500, Hainan, China
| | - Qi Wang
- Department of General Practice, Affiliated Haikou Hospital of Xiangya Medical College, Haikou, 570311, Hainan, China
| | - Jun He
- Department of Cardiovascular Internal Medicine, People's Hospital of Wanning, Wanning, 571500, Hainan, China
| | - Ming Long
- Department of Cardiovascular Internal Medicine, People's Hospital of Wanning, Wanning, 571500, Hainan, China
| | - Tianbo Jin
- Key Laboratory of Molecular Mechanism and Intervention Research for Plateau Diseases of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang, 712082, Shaanxi, China.
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, Northwest University, Xi'an, 710069, Shaanxi, China.
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Guo Y, Cao Y, Feng X, Zhang D, Fan L, Shen C, He Y, Wang P, Wang P, Dong Y, Sheng G, Lv N. The effects of MIR137HG genetic polymorphisms on the susceptibility of alcohol-induced osteonecrosis of the femoral head in a Chinese male population. Gene 2021; 804:145902. [PMID: 34403773 DOI: 10.1016/j.gene.2021.145902] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 07/14/2021] [Accepted: 08/12/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUNDS Osteonecrosis of the femoral head (ONFH) is one of the common and complicated diseases in the orthopedic clinic. Previous studies indicate that genetic factors play a crucial role in the occurrence of ONFH. This case-control study aimed to investigate the associations of MIR137HG genetic polymorphisms with the alcohol-induced ONFH risk. METHODS A total of 731 participants were recruited to detect the effect of MIR137HG SNPs on the alcohol-induced ONFH risk in a Chinese male population. Odds ratios (OR) and 95% confidence intervals (CI) were calculated to evaluate the associations. Multifactor dimensionality reduction (MDR) was used to analyze the SNP-SNP interaction with the alcohol-induced ONFH risk. RESULTS Our study showed that rs7549905 played a protective role in alcohol-induced ONFH risk (OR 0.57, p = 0.045). Stratified analysis indicated that rs9440302 was associated with an increased risk of patients aged >45 years (OR 2.00, p = 0.038), and rs7549905 showed a reduced risk in patients aged ≤ 45 years (OR 0.43, p = 0.023). In addition, we found that rs9440302 and rs7554283 exhibited a significantly increased susceptibility of III-IV grade alcohol-induced ONFH patients (OR 2.34, p = 0.003; OR 2.13, p = 0.011, respectively). We also observed that rs12138817 was related to an increased risk in patients with >21 months of course (OR 1.77, p = 0.043). Interestingly, rs17371457 showed a significant correlation with low-density lipoprotein-cholesterol (p = 0.040). CONCLUSION Our study suggests that MIR137HG genetic variants are associated with the alcohol-induced ONFH susceptibility in a Chinese male population, which may give scientific evidence for exploring molecular mechanisms of the alcohol-induced ONFH.
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Affiliation(s)
- Yongchang Guo
- Department of Orthopedics, Zhengzhou Traditional Chinese Hospital of Orthopaedics, Zhengzhou, Henan 450000, China
| | - Yuju Cao
- Department of Orthopedics, Zhengzhou Traditional Chinese Hospital of Orthopaedics, Zhengzhou, Henan 450000, China.
| | - Xiaoyan Feng
- Department of Rheumatology, Zhengzhou Traditional Chinese Hospital of Orthopaedics, Zhengzhou, Henan 450000, China
| | - Dapeng Zhang
- Department of Rheumatology, Zhengzhou Traditional Chinese Hospital of Orthopaedics, Zhengzhou, Henan 450000, China
| | - Liying Fan
- Department of Scientific Research, Zhengzhou Traditional Chinese Hospital of Orthopaedics, Zhengzhou, Henan 450000, China
| | - Caihong Shen
- Department of Scientific Research, Zhengzhou Traditional Chinese Hospital of Orthopaedics, Zhengzhou, Henan 450000, China
| | - Yangang He
- Department of Orthopedics, Zhengzhou Traditional Chinese Hospital of Orthopaedics, Zhengzhou, Henan 450000, China
| | - Peng Wang
- Department of Orthopedics, Zhengzhou Traditional Chinese Hospital of Orthopaedics, Zhengzhou, Henan 450000, China
| | - Peihui Wang
- Department of Orthopedics, Zhengzhou Traditional Chinese Hospital of Orthopaedics, Zhengzhou, Henan 450000, China
| | - Yale Dong
- Department of Orthopedics, Zhengzhou Traditional Chinese Hospital of Orthopaedics, Zhengzhou, Henan 450000, China
| | - Guofa Sheng
- Department of Orthopedics, Zhengzhou Traditional Chinese Hospital of Orthopaedics, Zhengzhou, Henan 450000, China
| | - Nini Lv
- Department of Orthopedics, Zhengzhou Traditional Chinese Hospital of Orthopaedics, Zhengzhou, Henan 450000, China
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Melanoma Ex Blue Nevus With GNA11 Mutation and BAP1 Loss: Case Report and Review of the Literature. Am J Dermatopathol 2021; 42:854-857. [PMID: 32310862 DOI: 10.1097/dad.0000000000001652] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Cutaneous melanomas may demonstrate a variety of histopathological features and genetic abnormalities. Melanomas that arise in the setting of blue nevi, also known as "malignant blue nevus" or melanoma ex blue nevus (MBN), share a similar histopathological and mutational profile with uveal melanoma. Most uveal melanomas show characteristic GNA11 or GNAQ mutations; additional BAP1 mutation or loss is associated with the highest risk of metastasis and worst prognosis. However, the significance of BAP1 loss in melanomas ex blue nevus remains unclear. We present a case of MBN arising from the scalp of a 21-year-old woman. The diagnosis was established on histopathological findings demonstrating a markedly atypical melanocytic proliferation with increased mitotic activity, necrosis, and a focus of angiolymphatic invasion. Immunohistochemical analysis demonstrated the absence of BAP1 nuclear expression within tumor cells. Next generation sequencing detected GNA11 Q209L mutation and BAP1 loss (chromosome 3p region loss), supporting the diagnosis. We reviewed another 21 MBN cases with reported BAP1 status from the literature. MBN with BAP1 loss presented at a younger average age (41 vs. 61 years), demonstrated larger average lesion thickness (9.0 vs. 7.3 mm), and had a higher rate of metastasis (50% vs. 33%) compared with BAP1-retained MBN. BAP1 expression studies may assist in the diagnosis and management of MBN, but further research is needed.
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Lee Deak K, Jackson JB, Valkenburg KC, Keefer LA, Robinson Gerding KM, Angiuoli SV, Datto MB, McCall SJ. Next-Generation Sequencing Concordance Analysis of Comprehensive Solid Tumor Profiling between a Centralized Specialty Laboratory and the Decentralized Personal Genome Diagnostics, Inc., Elio Tissue Complete Kitted Solution. J Mol Diagn 2021; 23:1324-1333. [PMID: 34314880 PMCID: PMC8567158 DOI: 10.1016/j.jmoldx.2021.07.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 06/11/2021] [Accepted: 07/07/2021] [Indexed: 11/09/2022] Open
Abstract
Genomic tumor profiling by next-generation sequencing (NGS) allows for large-scale tumor testing to inform targeted cancer therapies and immunotherapies, and to identify patients for clinical trials. These tests are often underutilized in patients with late-stage solid tumors and are typically performed in centralized specialty laboratories, thereby limiting access to these complex tests. Personal Genome Diagnostics Inc., elio tissue complete NGS solution is a comprehensive DNA-to-report kitted assay and bioinformatics solution. Comparison of 147 unique specimens from >20 tumor types was performed using the elio tissue complete solution and Foundation Medicine's FoundationOne test, which is of similar size and gene content. The analytical performance of all genomic variant types was evaluated. In general, the overall mutational profile is highly concordant between the two assays, with agreement in sequence variants reported between panels demonstrating >95% positive percentage agreement for single-nucleotide variants and insertions/deletions in clinically actionable genes. Both copy number alterations and gene translocations showed 80% to 83% positive percentage agreement, whereas tumor mutation burden and microsatellite status showed a high level of concordance across a range of mutation loads and tumor types. The Personal Genome Diagnostics Inc., elio tissue complete assay is comparable to the FoundationOne test and will allow more laboratories to offer a diagnostic NGS assay in house, which will ultimately reduce time to result and increase the number of patients receiving molecular genomic profiling and personalized treatment.
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Affiliation(s)
- Kristen Lee Deak
- Department of Pathology, Duke University Medical Center, Durham, North Carolina.
| | | | | | | | | | | | - Michael B Datto
- Department of Pathology, Duke University Medical Center, Durham, North Carolina
| | - Shannon J McCall
- Department of Pathology, Duke University Medical Center, Durham, North Carolina
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Liu S, Liu J, Xie Y, Zhai T, Hinderer EW, Stromberg AJ, Vanderford NL, Kolesar JM, Moseley HNB, Chen L, Liu C, Wang C. MEScan: a powerful statistical framework for genome-scale mutual exclusivity analysis of cancer mutations. Bioinformatics 2021; 37:1189-1197. [PMID: 33165532 PMCID: PMC8189684 DOI: 10.1093/bioinformatics/btaa957] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2019] [Revised: 03/20/2020] [Accepted: 10/31/2020] [Indexed: 12/17/2022] Open
Abstract
MOTIVATION Cancer somatic driver mutations associated with genes within a pathway often show a mutually exclusive pattern across a cohort of patients. This mutually exclusive mutational signal has been frequently used to distinguish driver from passenger mutations and to investigate relationships among driver mutations. Current methods for de novo discovery of mutually exclusive mutational patterns are limited because the heterogeneity in background mutation rate can confound mutational patterns, and the presence of highly mutated genes can lead to spurious patterns. In addition, most methods only focus on a limited number of pre-selected genes and are unable to perform genome-wide analysis due to computational inefficiency. RESULTS We introduce a statistical framework, MEScan, for accurate and efficient mutual exclusivity analysis at the genomic scale. Our framework contains a fast and powerful statistical test for mutual exclusivity with adjustment of the background mutation rate and impact of highly mutated genes, and a multi-step procedure for genome-wide screening with the control of false discovery rate. We demonstrate that MEScan more accurately identifies mutually exclusive gene sets than existing methods and is at least two orders of magnitude faster than most methods. By applying MEScan to data from four different cancer types and pan-cancer, we have identified several biologically meaningful mutually exclusive gene sets. AVAILABILITY AND IMPLEMENTATION MEScan is available as an R package at https://github.com/MarkeyBBSRF/MEScan. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
| | - Jinpeng Liu
- Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA
| | - Yanqi Xie
- Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY 40536, USA
| | - Tingting Zhai
- Department of Statistics, University of Kentucky, Lexington, KY 40536, USA
| | - Eugene W Hinderer
- Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY 40536, USA
| | - Arnold J Stromberg
- Department of Statistics, University of Kentucky, Lexington, KY 40536, USA
| | - Nathan L Vanderford
- Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA.,Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Jill M Kolesar
- Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA.,Department of Pharmacy Practice and Science, University of Kentucky, Lexington, KY 40536, USA
| | - Hunter N B Moseley
- Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA.,Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY 40536, USA
| | - Li Chen
- Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA.,Department of Internal Medicine, University of Kentucky, Lexington, KY 40536, USA
| | - Chunming Liu
- Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA.,Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY 40536, USA
| | - Chi Wang
- Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA.,Department of Internal Medicine, University of Kentucky, Lexington, KY 40536, USA
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The correlation between IL-4 polymorphisms and colorectal cancer risk in a population in Northwest China. Eur J Cancer Prev 2021; 29:95-99. [PMID: 31876620 DOI: 10.1097/cej.0000000000000503] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Our aim was to investigate whether polymorphisms in the interleukin-4 (IL-4) gene are associated with the risk of colorectal cancer (CRC) in a Chinese Han population. Six single-nucleotide polymorphisms (SNPs) in the IL-4 were genotyped by Agena MassARRAY in 248 CRC patients and 463 healthy controls. The association of IL-4 polymorphisms with CRC risk was assessed by genetic models, linkage disequilibrium, and haplotype analyses. The results suggested that the CC genotype of rs2243250 confers a lower risk of CRC in the recessive model [odds ratio (OR) = 0.42, 95% confidence interval (CI): 0.19-0.92, P = 0.020]. Similarly, rs2227284 GG was associated with a reduced risk of CRC in the codominant (OR = 0.18, 95% CI: 0.04-0.82, P = 0.027) and recessive (OR = 0.19, 95% CI: 0.04-0.83, P = 0.008) models adjusted for age. Our findings suggested that rs2243250 and rs2227284 in IL-4 are associated significantly with reduced CRC risk, which may facilitate the identification of CRC patients in Chinese populations.
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Wang Y. LRRC3B Polymorphisms Contributed to Breast Cancer Susceptibility in Chinese Han Population. Front Oncol 2021; 11:657168. [PMID: 34178643 PMCID: PMC8222685 DOI: 10.3389/fonc.2021.657168] [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: 01/22/2021] [Accepted: 05/24/2021] [Indexed: 12/09/2022] Open
Abstract
Purpose LRRC3B gene, as a tumor suppressor gene was involved in the development and progress of breast cancer (BC). However, the effect of LRRC3B polymorphisms on BC has rarely been reported. In the study, we aimed to evaluate the relation between LRRC3B variants and BC risk. Methods Among 563 BC patients and 552 healthy controls, ten single-nucleotide polymorphisms (SNPs) in LRRC3B were genotyped by Agena MassARRAY. Odds ratios (ORs) and 95% confidence interval (CI) were calculated using logistic regression model. Results Our study demonstrated that rs1907168 polymorphism (heterozygous: OR = 0.71, p = 0.017) was related to the reduced risk of BC in the overall. In stratified analyses by age, rs1907168 was associated with the decreased (heterozygous: OR = 0.53, p = 0.002) while rs78205284 (homozygote: OR = 2.83, p = 0.034) increased BC susceptibility among the population at age ≤51 years. Rs6551122 (recessive: OR = 0.51, p = 0.028) and rs12635768 (homozygote, OR = 0.36, p = 0.023) polymorphisms were related to the smaller BC tumor size (<2 cm). In addition, rs112276562 (heterozygote OR = 0.56, p = 0.002), rs6551122 (heterozygote OR = 0.63, p = 0.016), and rs73150416 (heterozygote OR = 0.57, p = 0.005) variants contributed to the lower incidence of PR-positive BC. Moreover, rs6788033 was associated with a lower expression level of Ki-67 (log-additive: OR = 0.68, p = 0.024). Furthermore, we found an association of ‘GATT’ haplotype with an increased risk for BC. In addition, LRRC3B gene was down-regulated in BC tumor and had a poor prognosis in BC in in silico analysis. Conclusion Our study firstly found LRRC3B SNPs contributed to the risk of BC, suggesting LRRC3B variants might help to predict BC progression.
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Affiliation(s)
- Yuxin Wang
- Queen Mary School, Nanchang University, Nanchang, China
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Ibrahim AA, Kareem MM, Al-Noor TH, Al-Muhimeed T, AlObaid AA, Albukhaty S, Sulaiman GM, Jabir M, Taqi ZJ, Sahib UI. Pt(II)-Thiocarbohydrazone Complex as Cytotoxic Agent and Apoptosis Inducer in Caov-3 and HT-29 Cells through the P53 and Caspase-8 Pathways. Pharmaceuticals (Basel) 2021; 14:ph14060509. [PMID: 34073459 PMCID: PMC8227887 DOI: 10.3390/ph14060509] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 05/22/2021] [Accepted: 05/25/2021] [Indexed: 12/13/2022] Open
Abstract
In this study, a platinum(II) complex ([Pt(H2L)(PPh3)] complex) containing a thiocarbohydrazone as the ligand was tested as an anti-proliferative agent against ovarian adenocarcinoma (Caov-3) and human colorectal adenocarcinoma (HT-29) through MTT assays. Apoptotic markers were tested by the AO/PI double staining assay and DNA fragmentation test. Flow cytometry was conducted to measure cell cycle distribution, while the p53 and caspase-8 pathways were tested via immunofluorescence assay. Results demonstrated that the cytotoxic effect of the Pt(II)-thiocarbohydrazone complexes against Caov-3 and HT-29 cells was highly significant, and this effect triggered the activation of the p53 and caspase-8 pathways. Besides, apoptosis stimulated by the Pt(II)-thiocarbohydrazone complex was associated with cell cycle arrest at the G0/G1 phase. These findings suggest that the target complex inhibited the proliferation of Caov-3 and HT-29 cells, resulting in the arrest of the cell cycle and induction of apoptosis via the stimulation of the p53 and caspase-8 pathways. The present data suggests that the Pt(II)-thiocarbohydrazone complex could also be a promising chemotherapeutic agent for other types of cancer cells.
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Affiliation(s)
- Abeer A. Ibrahim
- Department of Medical Laboratories Science, Technical College of Health, Sulaimani Polytechnic University, Sulaymaniyah 46001, Iraq;
| | - Mohanad M. Kareem
- Department of Chemistry, College of Science, University of Babylon, Babil-Hilla 51002, Iraq;
| | - Taghreed H. Al-Noor
- Department of Chemistry, College of Education for Pure Sciences/Ibn al-Haitham, University of Baghdad, Baghdad 10053, Iraq;
| | - Tahani Al-Muhimeed
- Department of Chemistry, College of Science, King Saud University, P.O. Box 22452, Riyadh 11495, Saudi Arabia; (T.A.-M.); (A.A.A.)
| | - Abeer A. AlObaid
- Department of Chemistry, College of Science, King Saud University, P.O. Box 22452, Riyadh 11495, Saudi Arabia; (T.A.-M.); (A.A.A.)
| | - Salim Albukhaty
- Department of Chemistry, College of Science, University of Misan, Amarah 62001, Iraq;
| | - Ghassan M. Sulaiman
- Department of Applied Sciences, University of Technology, Baghdad 10066, Iraq; (Z.J.T.); (U.I.S.)
- Correspondence: (G.M.S.); (M.J.)
| | - Majid Jabir
- Department of Applied Sciences, University of Technology, Baghdad 10066, Iraq; (Z.J.T.); (U.I.S.)
- Correspondence: (G.M.S.); (M.J.)
| | - Zainab J. Taqi
- Department of Applied Sciences, University of Technology, Baghdad 10066, Iraq; (Z.J.T.); (U.I.S.)
| | - Usama I. Sahib
- Department of Applied Sciences, University of Technology, Baghdad 10066, Iraq; (Z.J.T.); (U.I.S.)
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45
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El Tekle G, Bernasocchi T, Unni AM, Bertoni F, Rossi D, Rubin MA, Theurillat JP. Co-occurrence and mutual exclusivity: what cross-cancer mutation patterns can tell us. Trends Cancer 2021; 7:823-836. [PMID: 34031014 DOI: 10.1016/j.trecan.2021.04.009] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 04/25/2021] [Accepted: 04/30/2021] [Indexed: 12/19/2022]
Abstract
Cancer is the dysregulated proliferation of cells caused by acquired mutations in key driver genes. The most frequently mutated driver genes promote tumorigenesis in various organisms, cell types, and genetic backgrounds. However, recent cancer genomics studies also point to the existence of context-dependent driver gene functions, where specific mutations occur predominately or even exclusively in certain tumor types or genetic backgrounds. Here, we review examples of co-occurring and mutually exclusive driver gene mutation patterns across cancer genomes and discuss their underlying biology. While co-occurring driver genes typically activate collaborating oncogenic pathways, we identify two distinct biological categories of incompatibilities among the mutually exclusive driver genes depending on whether the mutated drivers trigger the same or divergent tumorigenic pathways. Finally, we discuss possible therapeutic avenues emerging from the study of incompatible driver gene mutations.
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Affiliation(s)
- Geniver El Tekle
- Institute of Oncology Research, Faculty of Biomedical Sciences, Università della Svizzera Italiana, Bellinzona, TI 6500, Switzerland
| | - Tiziano Bernasocchi
- Institute of Oncology Research, Faculty of Biomedical Sciences, Università della Svizzera Italiana, Bellinzona, TI 6500, Switzerland
| | - Arun M Unni
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY 10065, USA
| | - Francesco Bertoni
- Institute of Oncology Research, Faculty of Biomedical Sciences, Università della Svizzera Italiana, Bellinzona, TI 6500, Switzerland
| | - Davide Rossi
- Institute of Oncology Research, Faculty of Biomedical Sciences, Università della Svizzera Italiana, Bellinzona, TI 6500, Switzerland; Oncology Institute of Southern Switzerland, Bellinzona, TI 6500, Switzerland
| | - Mark A Rubin
- Department for BioMedical Research, Precision Oncology Laboratory, University of Bern, Bern, Switzerland; Bern Center for Precision Medicine, University of Bern and Inselspital, Bern, Switzerland
| | - Jean-Philippe Theurillat
- Institute of Oncology Research, Faculty of Biomedical Sciences, Università della Svizzera Italiana, Bellinzona, TI 6500, Switzerland.
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Wang T, Sun Y, Xiong Z, Wu J, Ding X, Guo X, Shao Y. Association of ST6GAL1 and CYP19A1 polymorphisms in the 3'-UTR with astrocytoma risk and prognosis in a Chinese Han population. BMC Cancer 2021; 21:391. [PMID: 33836687 PMCID: PMC8034180 DOI: 10.1186/s12885-021-08110-1] [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: 12/17/2020] [Accepted: 03/28/2021] [Indexed: 11/16/2022] Open
Abstract
Background Astrocytoma is a common type of central nervous system tumor. In this study, we investigated the correlation between ST6GAL1 and CYP19A1 polymorphisms and the risk and prognosis of astrocytoma. Methods A total of 365 astrocytoma patients and 379 healthy controls were genotyped using the Agena MassARRAY system. The correlation between ST6GAL1 and CYP19A1 variants and astrocytoma risk was calculated using logistic regression. The survival rate of patients with astrocytoma was analyzed to evaluate prognosis. Results We found that the ST6GAL1-rs2239611 significantly decreased the risk of astrocytoma in the codominant model (p = 0.044) and dominant model (p = 0.049). In stratified analyses, CYP19A1-rs2255192 might be associated with a higher risk of astrocytoma among the low-grade subgroup under recessive (p = 0.034) and additive (p = 0.030) models. However, CYP19A1-rs4646 had a risk-decreasing effect on the high-grade subgroup in the codominant model (p = 0.044). The results of Cox regression analysis showed that the CYP19A1-rs2239611 and -rs1042757 polymorphisms were significantly correlated with the prognosis of astrocytoma. Conclusion Our results suggest that ST6GAL1 and CYP19A1 genes may be a potential biomarker of genetic susceptibility and prognosis to astrocytoma in the Chinese Han population. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-08110-1.
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Affiliation(s)
- Tuo Wang
- Department of Neurosurgery, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Yao Sun
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Medicine, Northwest University, Xi'an, 710069, China
| | - Zichao Xiong
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Medicine, Northwest University, Xi'an, 710069, China
| | - Jiamin Wu
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Medicine, Northwest University, Xi'an, 710069, China
| | - Xiaoying Ding
- Department of Neurosurgery, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Xiaoye Guo
- Department of Neurosurgery, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Yuan Shao
- Department of Otorhinolaryngology Head and Neck Surgery, the First Affiliated Hospital of Xi'an Jiaotong University, 277 YanTa West Road, Xi'an, 710061, Shaanxi, China.
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Shi Y, Zhang L, Bao Y, Wu P, Zhang X. Association of TNIP1 polymorphisms with hepatocellular carcinoma in a Northwest Chinese Han population. Medicine (Baltimore) 2021; 100:e24843. [PMID: 33761643 PMCID: PMC10545217 DOI: 10.1097/md.0000000000024843] [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: 09/11/2020] [Revised: 12/04/2020] [Accepted: 01/28/2021] [Indexed: 11/26/2022] Open
Abstract
ABSTRACT Study has demonstrated that TNIP1 polymorphisms are associated with an increased risk of HBV-induced hepatocellular carcinoma (HCC). The purpose of this study was to investigate the correlation between polymorphisms in TNIP1 and HCC risk in a Northwest Chinese Han population.A case-control study was conducted including 473 Hepatocellular carcinoma patients and 564 healthy controls. Three SNPs (rs3792792, rs7708392, and rs10036748) were genotyped with Sequenom MassARRAY technology and their associations with HCC risk were analyzed. These data were evaluated using the Chi-square test/Fisher's exact test, genetic model analysis, and haplotype analysis. Odds ratios (ORs) with 95% confidence intervals (CIs) were used to assess the association.Patients with the "G" allele of TNIP1 rs7708392 showed a significantly increased risk of HCC (OR = 1.24, 95%CI: 1.01-1.52, P = .042). Significant association was also shown between TNIP1 rs7708392 and HCC susceptibility in Additive model (OR = 1.25; 95% CI = 1.01-1.54; P = .040). Besides, we also found that the "GC" haplotype of rs7708392 and rs10036748 was significantly associated with higher occurrence of HCC (OR = 1.25, 95% CI: 1.01-1.54, P = .039).These results demonstrate that TNIP1 polymorphisms are associated with increased HCC risk in a Northwest Chinese Han population for the first time, which warrants further investigation in the future.
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Affiliation(s)
- Yuting Shi
- Cadre Health Care Center, Inner Mongolia Autonomous Region People's Hospital, Saihan District, Hohhot
| | | | - Yang Bao
- Cadre Health Care Center, Inner Mongolia Autonomous Region People's Hospital, Saihan District, Hohhot
| | - Pengfei Wu
- Department of General Medicine, The Second Affiliated Hospital of Inner Mongolia Medical University, Huimin District, Hohhot
| | - Xiaoli Zhang
- Department of Oncology Medicine, Inner Mongolia Autonomous Region People's Hospital, Saihan District, Hohhot, China
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O'Donohue T, Gulati N, Mauguen A, Kushner BH, Shukla N, Rodriguez-Sanchez MI, Bouvier N, Roberts S, Basu E, Cheung NK, Modak S. Differential Impact of ALK Mutations in Neuroblastoma. JCO Precis Oncol 2021; 5:PO.20.00181. [PMID: 34250410 DOI: 10.1200/po.20.00181] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 12/21/2020] [Accepted: 02/08/2021] [Indexed: 11/20/2022] Open
Abstract
PURPOSE The tyrosine kinase receptor anaplastic lymphoma kinase (ALK) can be abnormally activated in neuroblastoma, and somatic ALK mutations occur in 6%-10% of patients. The differential clinical impact of these mutations has not been clearly elucidated. METHODS Data on patients with neuroblastoma harboring ALK mutations were retrospectively analyzed. ALK sequencing was performed by whole-genome sequencing, hybrid-based capture of targeted exomes, or hotspot ALK mutation profiling. The differential impact of ALK mutation site on clinical characteristics, response to treatment, and survival was analyzed. In a subgroup of patients with locoregional neuroblastoma diagnosed after 2014, the impact of all ALK mutations was compared with wild-type ALK. RESULTS Of 641 patients with neuroblastoma with ALK status analyzed on at least one tumor sample, 103 (16%) had tumors harboring ALK mutations. Mutations existed across all ages (birth to 67.8 years), stages (30% locoregional and 70% metastatic), and risk groups (20%, 11%, and 69% with low-, intermediate-, and high-risk disease, respectively). Mutation sites included F1174 (51%), R1275 (29%), R1245 (10%), and others (10%). Mutation site was not prognostic for progression-free survival or overall survival in the entire cohort, high-risk subgroup, or locoregional subgroup. Locoregional tumors with any ALK mutation were generally invasive: L2 by International Neuroblastoma Research Group staging in 30/31 patients with a 2-year progression-free survival (59%, 95% CI, 37.4 to 80.5) that was inferior to historical controls. This observation was corroborated in the post-2014 subgroup in which gross total resection was less likely for ALK-mutated tumors. CONCLUSION Somatic ALK mutations are present across all stages and risk groups of neuroblastoma. No specific mutation carries differential prognostic significance. Locoregional neuroblastoma has an invasive phenotype when harboring somatic ALK mutations in this population.
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Affiliation(s)
- Tara O'Donohue
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Nitya Gulati
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Audrey Mauguen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Brian H Kushner
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Neerav Shukla
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Nancy Bouvier
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Stephen Roberts
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Ellen Basu
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Nai-Kong Cheung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Shakeel Modak
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
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49
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Nasr MM, Nasr MM, Shehata LH. Clinical oncology research; Review on contemporary methodology standards. Curr Probl Cancer 2021; 45:100725. [PMID: 33715867 DOI: 10.1016/j.currproblcancer.2021.100725] [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: 01/07/2021] [Accepted: 02/10/2021] [Indexed: 01/01/2023]
Abstract
Evaluation of novel treatments through clinical trials remains the backbone of oncological clinical research, but only a minor portion have been tested in Phase III trials. The continued publication of underpowered trials provides an ongoing need for meta-analyses to detect clinically significant outcomes. Although tumor relapse and survival are important issues and easily measured outcomes in trials, they are often not the most relevant indicators for treatment success. As diagnostic technologies and treatments continue to advance, methodologies defining high quality studies have been established, but still enthusiasm to adopt novel technologies that leads to studies holding well-described bias that do not aid the rational use of the studied test. Global awareness of such bias and standard research methodology is the clue toward iconic studies giving rational supporting novel cancer treatments and patients' support.
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Affiliation(s)
| | - Maged Mahmoud Nasr
- Mazahmiya General Hospital, Ministry of Health, Riyadh, Kingdom of Saudi Arabia
| | - Lamia Hamed Shehata
- Department of Radiology, Care National Hospital, Riyadh, Kingdom of Saudi Arabia
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50
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Janardhan HP, Meng X, Dresser K, Hutchinson L, Trivedi CM. KRAS or BRAF mutations cause hepatic vascular cavernomas treatable with MAP2K-MAPK1 inhibition. J Exp Med 2021; 217:151765. [PMID: 32405640 PMCID: PMC7336315 DOI: 10.1084/jem.20192205] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 03/10/2020] [Accepted: 04/08/2020] [Indexed: 01/05/2023] Open
Abstract
Human hepatic vascular cavernomas, the most common benign tumor of the liver, were described in the mid-1800s, yet the mechanisms for their formation and effective treatments remain unknown. Here, we demonstrate gain-of-function mutations in KRAS or BRAF genes within liver endothelial cells as a causal mechanism for hepatic vascular cavernomas. We identified gain-of-function mutations in KRAS or BRAF genes in pathological liver tissue samples from patients with hepatic vascular cavernomas. Mice expressing these human KRASG12D or BRAFV600E mutations in hepatic endothelial cells recapitulated the human hepatic vascular cavernoma phenotype of dilated sinusoidal capillaries with defective branching patterns. KRASG12D or BRAFV600E induced “zipper-like” contiguous expression of junctional proteins at sinusoidal endothelial cell–cell contacts, switching capillaries from branching to cavernous expansion. Pharmacological or genetic inhibition of the endothelial RAS–MAPK1 signaling pathway rescued hepatic vascular cavernoma formation in endothelial KRASG12D- or BRAFV600E-expressing mice. These results uncover a major cause of hepatic vascular cavernomas and provide a road map for their personalized treatment.
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Affiliation(s)
- Harish Palleti Janardhan
- Division of Cardiovascular Medicine, University of Massachusetts Medical School, Worcester, MA.,Department of Medicine, University of Massachusetts Medical School, Worcester, MA
| | - Xiuling Meng
- Department of Pathology, University of Massachusetts Medical School, Worcester, MA
| | - Karen Dresser
- Department of Pathology, University of Massachusetts Medical School, Worcester, MA
| | - Lloyd Hutchinson
- Department of Pathology, University of Massachusetts Medical School, Worcester, MA
| | - Chinmay M Trivedi
- Division of Cardiovascular Medicine, University of Massachusetts Medical School, Worcester, MA.,Department of Medicine, University of Massachusetts Medical School, Worcester, MA.,Department of Molecular, Cell, and Cancer Biology, University of Massachusetts Medical School, Worcester, MA.,Li-Weibo Institute for Rare Diseases Research, University of Massachusetts Medical School, Worcester, MA
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