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Mi X, Li S, Ye Z, Dai Z, Ding B, Sun B, Shen Y, Xiao Z. LRMAHpan: a novel tool for multi-allelic HLA presentation prediction using Resnet-based and LSTM-based neural networks. Front Immunol 2024; 15:1478201. [PMID: 39669561 PMCID: PMC11634944 DOI: 10.3389/fimmu.2024.1478201] [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: 08/09/2024] [Accepted: 10/30/2024] [Indexed: 12/14/2024] Open
Abstract
Introduction The identification of peptides eluted from HLA complexes by mass spectrometry (MS) can provide critical data for deep learning models of antigen presentation prediction and promote neoantigen vaccine design. A major challenge remains in determining which HLA allele eluted peptides correspond to. Methods To address this, we present a tool for prediction of multiple allele (MA) presentation called LRMAHpan, which integrates LSTM network and ResNet_CA network for antigen processing and presentation prediction. We trained and tested the LRMAHpan BA (binding affinity) and the LRMAHpan AP (antigen processing) models using mass spectrometry data, subsequently combined them into the LRMAHpan PS (presentation score) model. Our approach is based on a novel pHLA encoding method that enables the integration of neoantigen prediction tasks into computer vision methods. This method aggregates MA data into a multichannel matrix and incorporates peptide sequences to efficiently capture binding signals. Results LRMAHpan outperforms standard predictors such as NetMHCpan 4.1, MHCflurry 2.0, and TransPHLA in terms of positive predictive value (PPV) when applied to MA data. Additionally, it can accommodate peptides of variable lengths and predict HLA class I and II presentation. We also predicted neoantigens in a cohort of metastatic melanoma patients, identifying several shared neoantigens. Discussion Our results demonstrate that LRMAHpan significantly improves the accuracy of antigen presentation predictions.
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Affiliation(s)
- Xue Mi
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China
| | - Shaohao Li
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China
| | - Zheng Ye
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China
| | - Zhu Dai
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China
| | - Bo Ding
- Department of Obstetrics and Gynecoloty, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Bo Sun
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China
| | - Yang Shen
- Department of Obstetrics and Gynecoloty, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
- Jiangsu Sports Health Research Institute, Institute of Sports and Health, Nanjing, China
| | - Zhongdang Xiao
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China
- Jiangsu Sports Health Research Institute, Institute of Sports and Health, Nanjing, China
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Zhu LH, Yang J, Zhang YF, Yan L, Lin WR, Liu WQ. Identification and validation of a pyroptosis-related prognostic model for colorectal cancer based on bulk and single-cell RNA sequencing data. World J Clin Oncol 2024; 15:329-355. [PMID: 38455135 PMCID: PMC10915942 DOI: 10.5306/wjco.v15.i2.329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 12/24/2023] [Accepted: 01/15/2024] [Indexed: 02/20/2024] Open
Abstract
BACKGROUND Pyroptosis impacts the development of malignant tumors, yet its role in colorectal cancer (CRC) prognosis remains uncertain. AIM To assess the prognostic significance of pyroptosis-related genes and their association with CRC immune infiltration. METHODS Gene expression data were obtained from The Cancer Genome Atlas (TCGA) and single-cell RNA sequencing dataset GSE178341 from the Gene Expression Omnibus (GEO). Pyroptosis-related gene expression in cell clusters was analyzed, and enrichment analysis was conducted. A pyroptosis-related risk model was developed using the LASSO regression algorithm, with prediction accuracy assessed through K-M and receiver operating characteristic analyses. A nomogram predicting survival was created, and the correlation between the risk model and immune infiltration was analyzed using CIBERSORTx calculations. Finally, the differential expression of the 8 prognostic genes between CRC and normal samples was verified by analyzing TCGA-COADREAD data from the UCSC database. RESULTS An effective pyroptosis-related risk model was constructed using 8 genes-CHMP2B, SDHB, BST2, UBE2D2, GJA1, AIM2, PDCD6IP, and SEZ6L2 (P < 0.05). Seven of these genes exhibited differential expression between CRC and normal samples based on TCGA database analysis (P < 0.05). Patients with higher risk scores demonstrated increased death risk and reduced overall survival (P < 0.05). Significant differences in immune infiltration were observed between low- and high-risk groups, correlating with pyroptosis-related gene expression. CONCLUSION We developed a pyroptosis-related prognostic model for CRC, affirming its correlation with immune infiltration. This model may prove useful for CRC prognostic evaluation.
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Affiliation(s)
- Li-Hua Zhu
- Department of Surgical Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, Yunnan Province, China
| | - Jun Yang
- Department of Surgical Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, Yunnan Province, China
| | - Yun-Fei Zhang
- Department of Surgical Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, Yunnan Province, China
| | - Li Yan
- Department of Internal Medicine-Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, Yunnan Province, China
| | - Wan-Rong Lin
- Department of Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, Yunnan Province, China
| | - Wei-Qing Liu
- Department of Internal Medicine-Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, Yunnan Province, China
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Zang Y, Ran X, Yuan J, Wu H, Wang Y, Li H, Teng H, Sun Z. Genomic hallmarks and therapeutic targets of ribosome biogenesis in cancer. Brief Bioinform 2024; 25:bbae023. [PMID: 38343327 PMCID: PMC10859687 DOI: 10.1093/bib/bbae023] [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: 10/26/2023] [Revised: 01/11/2024] [Accepted: 01/15/2024] [Indexed: 02/15/2024] Open
Abstract
Hyperactive ribosome biogenesis (RiboSis) fuels unrestricted cell proliferation, whereas genomic hallmarks and therapeutic targets of RiboSis in cancers remain elusive, and efficient approaches to quantify RiboSis activity are still limited. Here, we have established an in silico approach to conveniently score RiboSis activity based on individual transcriptome data. By employing this novel approach and RNA-seq data of 14 645 samples from TCGA/GTEx dataset and 917 294 single-cell expression profiles across 13 cancer types, we observed the elevated activity of RiboSis in malignant cells of various human cancers, and high risk of severe outcomes in patients with high RiboSis activity. Our mining of pan-cancer multi-omics data characterized numerous molecular alterations of RiboSis, and unveiled the predominant somatic alteration in RiboSis genes was copy number variation. A total of 128 RiboSis genes, including EXOSC4, BOP1, RPLP0P6 and UTP23, were identified as potential therapeutic targets. Interestingly, we observed that the activity of RiboSis was associated with TP53 mutations, and hyperactive RiboSis was associated with poor outcomes in lung cancer patients without TP53 mutations, highlighting the importance of considering TP53 mutations during therapy by impairing RiboSis. Moreover, we predicted 23 compounds, including methotrexate and CX-5461, associated with the expression signature of RiboSis genes. The current study generates a comprehensive blueprint of molecular alterations in RiboSis genes across cancers, which provides a valuable resource for RiboSis-based anti-tumor therapy.
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Affiliation(s)
- Yue Zang
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences and Institute of Genomic Medicine, Wenzhou Medical University, China
| | - Xia Ran
- Liangzhu Laboratory, Zhejiang University Medical Center, China
| | - Jie Yuan
- BGI Education Center, University of Chinese Academy of Sciences, China
| | - Hao Wu
- Institute of Genomic Medicine, Wenzhou Medical University, China
| | - Youya Wang
- Institute of Genomic Medicine, Wenzhou Medical University, China
| | - He Li
- Institute of Genomic Medicine, Wenzhou Medical University, China
| | - Huajing Teng
- Department of Radiation Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education) at Peking University Cancer Hospital and Institute, Beijing 100142, China
| | - Zhongsheng Sun
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Institute of Genomic Medicine, Wenzhou Medical University, and Beijing Institutes of Life Science, Chinese Academy of Sciences, Hangzhou, China
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Jun X, Gao S, Yu L, Wang G. The clinical relevance and prediction efficacy from therapy of tumor microenvironment related signature score in colorectal cancer. Front Oncol 2023; 13:1123455. [PMID: 37234984 PMCID: PMC10207322 DOI: 10.3389/fonc.2023.1123455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 04/18/2023] [Indexed: 05/28/2023] Open
Abstract
Introduction As the top 3 cancer in terms of incidence and mortality, the first-line treatment for CRC includes FOLFOX, FOLFIRI, Cetuximab or immunotherapy. However, the drug sensitivity of patients to regimens is different. There has been increasing evidence that immune components of TME can affect the sensitivity of patients to drugs. Therefore, it is necessary to define novo molecular subtypes of CRC based on TME immune components, and screen patients who are sensitive to the treatments, to make personalized therapy possible. Methods We analyzed the expression profiles and 197 TME-related signatures of 1775 patients using ssGSEA, univariate Cox proportional risk model and LASSO-Cox regression model, and defined a novo molecular subtype (TMERSS) of CRC. Simultaneously, we compared the clinicopathological factors, antitumor immune activity, immune cell abundance and differences of cell states in different TMERSS subtypes. In addition, patients sensitive to the therapy were screened out by correlation analysis between TMERSS subtypes and drug responses. Results Compared with low TMERSS subtype, high TMERSS subtype has a better outcome, which may be associated to higher abundance of antitumor immune cell in high TMERSS subtype. Our findings suggested that the high TMERSS subtype may have a higher proportion of respondents to Cetuximab agent and immunotherapy, while the low TMERSS subtype may be more suitable for treatment with FOLFOX and FOLFIRI regimens. Discussion In conclusion, the TMERSS model may provide a partial reference for the prognosis evaluation of patients, the prediction of drug sensitivity, and the implementation of clinical decision-making.
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Affiliation(s)
- Xiang Jun
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Shengnan Gao
- Department of Endocrinology and Metabolism, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Lei Yu
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Guiyu Wang
- Department of Colorectal Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
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Poddar NK, Agarwal D, Agrawal Y, Wijayasinghe YS, Mukherjee A, Khan S. Deciphering the enigmatic crosstalk between prostate cancer and Alzheimer's disease: A current update on molecular mechanisms and combination therapy. Biochim Biophys Acta Mol Basis Dis 2022; 1868:166524. [PMID: 35985445 DOI: 10.1016/j.bbadis.2022.166524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 08/05/2022] [Accepted: 08/11/2022] [Indexed: 11/26/2022]
Abstract
Alzheimer's disease (AD) and prostate cancer (PCa) are considered the leading causes of death in elderly people worldwide. Although both these diseases have striking differences in their pathologies, a few underlying mechanisms are similar when cell survival is considered. In the current study, we employed an in-silico approach to decipher the possible role of bacterial proteins in the initiation and progression of AD and PCa. We further analyzed the molecular connections between these two life-threatening diseases. The androgen deprivation therapy used against PCa has been shown to promote castrate resistant PCa as well as AD. In addition, cell signaling pathways, such as Akt, IGF, and Wnt contribute to the progression of both AD and PCa. Besides, various proteins and genes are also common in disease progression. One such similarity is mTOR signaling. mTOR is the common downstream target for many signaling pathways and plays a vital role in both PCa and AD. Targeting mTOR can be a favorable line of treatment for both AD and PCa. However, drug resistance is one of the challenges in effective drug therapy. A few drugs that target mTOR have now become ineffective due to the development of resistance. In that regard, phytochemicals can be a rich source of novel drug candidates as they can act via multiple mechanisms. This review also presents mTOR targeting phytochemicals with promising anti-PCa, anti-AD activities, and approaches to overcome the issues associated with phytochemical-based therapies in clinical trials.
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Affiliation(s)
- Nitesh Kumar Poddar
- Department of Biosciences, Manipal University Jaipur, Dehmi Kalan, Jaipur-Ajmer Expressway, Jaipur, Rajasthan 303007, India.
| | - Disha Agarwal
- Department of Biosciences, Manipal University Jaipur, Dehmi Kalan, Jaipur-Ajmer Expressway, Jaipur, Rajasthan 303007, India
| | - Yamini Agrawal
- Department of Biosciences, Manipal University Jaipur, Dehmi Kalan, Jaipur-Ajmer Expressway, Jaipur, Rajasthan 303007, India
| | | | - Arunima Mukherjee
- Department of Biosciences, Manipal University Jaipur, Dehmi Kalan, Jaipur-Ajmer Expressway, Jaipur, Rajasthan 303007, India
| | - Shahanavaj Khan
- Department of Health Sciences, Novel Global Community Educational Foundation, NSW, Australia; Department of Pharmaceutics, College of Pharmacy, PO Box 2457, King Saud University, Riyadh 11451, Saudi Arabia; Department of Medical Lab Technology, Indian Institute of health and Technology (IIHT), Deoband, 247554 Saharanpur, UP, India.
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Takáčová M, Bomba A, Tóthová C, Micháľová A, Turňa H. Any Future for Faecal Microbiota Transplantation as a Novel Strategy for Gut Microbiota Modulation in Human and Veterinary Medicine? Life (Basel) 2022; 12:723. [PMID: 35629390 PMCID: PMC9146664 DOI: 10.3390/life12050723] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 04/28/2022] [Accepted: 05/10/2022] [Indexed: 11/16/2022] Open
Abstract
Alterations in the composition of the intestinal microbiome, also known as dysbiosis, are the result of many factors such as diet, antibiotics, stress, diseases, etc. There are currently several ways to modulate intestinal microbiome such as dietary modulation, the use of antimicrobials, prebiotics, probiotics, postbiotics, and synbiotics. Faecal microbiota transplantation (FMT) represents one new method of gut microbiota modulation in humans with the aim of reconstructing the intestinal microbiome of the recipient. In human medicine, this form of bacteriotherapy is successfully used in cases of recurrent Clostridium difficile infection (CDI). FMT has been known in large animal medicine for several years. In small animal medicine, the use of FMT is not part of normal practice.
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Affiliation(s)
- Martina Takáčová
- Small Animal Clinic, University of Veterinary Medicine and Pharmacy, 041 81 Košice, Slovakia
| | - Alojz Bomba
- Prebiotix s.r.o., 024 01 Kysucké Nové Mesto, Slovakia
| | - Csilla Tóthová
- Clinic of Ruminants, University of Veterinary Medicine and Pharmacy, 041 81 Košice, Slovakia
| | - Alena Micháľová
- Small Animal Clinic, University of Veterinary Medicine and Pharmacy, 041 81 Košice, Slovakia
| | - Hana Turňa
- Small Animal Clinic, University of Veterinary Medicine and Pharmacy, 041 81 Košice, Slovakia
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Nouri R, Hasani A, Shirazi KM, Aliand MR, Sepehri B, Sotoodeh S, Hemmati F, Rezaee MA. Escherichia coli and colorectal cancer: Unfolding the enigmatic relationship. Curr Pharm Biotechnol 2021; 23:1257-1268. [PMID: 34514986 DOI: 10.2174/1389201022666210910094827] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 02/21/2021] [Accepted: 06/07/2021] [Indexed: 11/22/2022]
Abstract
Colorectal cancer (CRC) is one of the deadliest cancers in the world. Specific strains of intestinal Escherichia coli (E. coli) may influence the initiation and development of CRC by exploiting virulence factors and inflammatory pathways. Mucosa-associated E. coli strains are more prevalent in CRC biopsies in comparison to healthy controls. Moreover, these strains can survive and replicate within macrophages and induce a pro-inflammatory response. Chronic exposure to inflammatory mediators can lead to increased cell proliferation and cancer. Production of colobactin toxin by the majority of mucosa-associated E. coli isolated from CRC patients is another notable finding. Colibactin-producing E. coli strains, in particular, induce double-strand DNA breaks, stop the cell cycle, involve in chromosomal rearrangements of mammalian cells and are implicated in carcinogenic effects in animal models. Moreover, some enteropathogenic E. coli (EPEC) strains are able to survive and replicate in colon cells as chronic intracellular pathogens and may promote susceptibility to CRC by downregulation of DNA Mismatch Repair (MMR) proteins. In this review, we discuss current evidence and focus on the mechanisms by which E. coli can influence the development of CRC.
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Affiliation(s)
- Rogayeh Nouri
- Infectious and Tropical Diseases Research Center, Tabriz University of Medical Sciences, Tabriz. Iran
| | - Alka Hasani
- Infectious and Tropical Diseases Research Center, Tabriz University of Medical Sciences, Tabriz. Iran
| | - Kourosh Masnadi Shirazi
- Liver and Gastrointestinal Diseases Research Center, Tabriz University of Medical Sciences, Tabriz. Iran
| | - Mohammad Reza Aliand
- Department of Medical Genetics, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz. Iran
| | - Bita Sepehri
- Liver and Gastrointestinal Diseases Research Center, Tabriz University of Medical Sciences, Tabriz. Iran
| | - Simin Sotoodeh
- Liver and Gastrointestinal Diseases Research Center, Tabriz University of Medical Sciences, Tabriz. Iran
| | - Fatemeh Hemmati
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz. Iran
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Li M, Zhang W. PHIAF: prediction of phage-host interactions with GAN-based data augmentation and sequence-based feature fusion. Brief Bioinform 2021; 23:6362109. [PMID: 34472593 DOI: 10.1093/bib/bbab348] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Revised: 07/05/2021] [Accepted: 07/18/2021] [Indexed: 01/01/2023] Open
Abstract
Phage therapy has become one of the most promising alternatives to antibiotics in the treatment of bacterial diseases, and identifying phage-host interactions (PHIs) helps to understand the possible mechanism through which a phage infects bacteria to guide the development of phage therapy. Compared with wet experiments, computational methods of identifying PHIs can reduce costs and save time and are more effective and economic. In this paper, we propose a PHI prediction method with a generative adversarial network (GAN)-based data augmentation and sequence-based feature fusion (PHIAF). First, PHIAF applies a GAN-based data augmentation module, which generates pseudo PHIs to alleviate the data scarcity. Second, PHIAF fuses the features originated from DNA and protein sequences for better performance. Third, PHIAF utilizes an attention mechanism to consider different contributions of DNA/protein sequence-derived features, which also provides interpretability of the prediction model. In computational experiments, PHIAF outperforms other state-of-the-art PHI prediction methods when evaluated via 5-fold cross-validation (AUC and AUPR are 0.88 and 0.86, respectively). An ablation study shows that data augmentation, feature fusion and an attention mechanism are all beneficial to improve the prediction performance of PHIAF. Additionally, four new PHIs with the highest PHIAF score in the case study were verified by recent literature. In conclusion, PHIAF is a promising tool to accelerate the exploration of phage therapy.
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Affiliation(s)
- Menglu Li
- College of Informatics, Huazhong Agricultural University, Wuhan, 430070, China
| | - Wen Zhang
- College of Informatics, Huazhong Agricultural University, Wuhan, 430070, China
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Ruan Z, Yu Y, Feng Y. The global dissemination of bacterial infections necessitates the study of reverse genomic epidemiology. Brief Bioinform 2021; 21:741-750. [PMID: 30715167 DOI: 10.1093/bib/bbz010] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 12/17/2018] [Accepted: 01/06/2019] [Indexed: 01/29/2023] Open
Abstract
Whole genome sequencing (WGS) has revolutionized the genotyping of bacterial pathogens and is expected to become the new gold standard for tracing the transmissions of bacterial infectious diseases for public health purposes. Traditional genomic epidemiology often uses WGS as a verification tool, namely, when a common source or epidemiological link is suspected, the collected isolates are sequenced for the determination of clonal relationships. However, increasingly frequent international travel and food transportation, and the associated potential for the cross-border transmission of bacterial pathogens, often lead to an absence of information on bacterial transmission routes. Here we introduce the concept of 'reverse genomic epidemiology', i.e. when isolates are inspected by genome comparisons to be sufficiently similar to one another, they are assumed to be a consequence of infection from a common source. Through BacWGSTdb (http://bacdb.org/BacWGSTdb/), a database we have developed for bacterial genome typing and source tracking, we have found that almost the entire analyzed 20 bacterial species exhibit the phenomenon of cross-border clonal dissemination. Five networks were further identified in which isolates sharing nearly identical genomes were collected from at least five different countries. Three of these have been documented as real infectious disease outbreaks, therefore demonstrating the feasibility and authority of reverse genomic epidemiology. Our survey and proposed strategy would be of potential value in establishing a global surveillance system for tracing bacterial transmissions and outbreaks; the related database and techniques require urgent standardization.
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Affiliation(s)
- Zhi Ruan
- Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yunsong Yu
- Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Ye Feng
- Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, China
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Ferreira RDS, Mendonça LABM, dos Santos C, Hiane PA, Matias R, Franco OL, de Oliveira AKM, do Nascimento VA, Pott A, Carvalho CME, Guimarães RDCA. Do Bioactive Food Compound with Avena sativa L., Linum usitatissimum L. and Glycine max L. Supplementation with Moringa oleifera Lam. Have a Role against Nutritional Disorders? An Overview of the In Vitro and In Vivo Evidence. Nutrients 2021; 13:2294. [PMID: 34371804 PMCID: PMC8308451 DOI: 10.3390/nu13072294] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 06/19/2021] [Accepted: 06/21/2021] [Indexed: 02/08/2023] Open
Abstract
Functional clinical nutrition is an integrative science; it uses dietary strategies, functional foods and medicinal plants, as well as combinations thereof. Both functional foods and medicinal plants, whether associated or not, form nutraceuticals, which can bring benefits to health, in addition to being included in the prevention and treatment of diseases. Some functional food effects from Avena sativa L. (oats), Linum usitatissimum L. (brown flaxseed), Glycine max L. (soya) and Moringa oleifera have been proposed for nutritional disorders through in vitro and in vivo tests. A formulation called a bioactive food compound (BFC) showed efficiency in the association of oats, flaxseed and soy for dyslipidemia and obesity. In this review, we discuss the effects of BFC in other nutritional disorders, as well as the beneficial effects of M. oleifera in obesity, cardiovascular disease, diabetes mellitus type 2, metabolic syndrome, intestinal inflammatory diseases/colorectal carcinogenesis and malnutrition. In addition, we hypothesized that a BFC enriched with M. oleifera could present a synergistic effect and play a potential benefit in nutritional disorders. The traditional consumption of M. oleifera preparations can allow associations with other formulations, such as BFC. These nutraceutical formulations can be easily accepted and can be used in sweet preparations (fruit and/or vegetable juices, fruit and/or vegetable vitamins, porridges, yogurt, cream, mousses or fruit salads, cakes and cookies) or savory (vegetable purees, soups, broths and various sauces), cooked or not. These formulations can be low-cost and easy-to-use. The association of bioactive food substances in dietary formulations can facilitate adherence to consumption and, thus, contribute to the planning of future nutritional interventions for the prevention and adjuvant treatment of the clinical conditions presented in this study. This can be extended to the general population. However, an investigation through clinical studies is needed to prove applicability in humans.
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Affiliation(s)
- Rosângela dos Santos Ferreira
- Graduate Program in Biotechnology, S-Inova Biotech, Catholic University Dom Bosco-UCDB, Campo Grande 79117-010, MS, Brazil; (R.d.S.F.); (L.A.B.M.M.); (C.d.S.); (O.L.F.); (C.M.E.C.)
| | - Lígia Aurélio Bezerra Maranhão Mendonça
- Graduate Program in Biotechnology, S-Inova Biotech, Catholic University Dom Bosco-UCDB, Campo Grande 79117-010, MS, Brazil; (R.d.S.F.); (L.A.B.M.M.); (C.d.S.); (O.L.F.); (C.M.E.C.)
| | - Cristiane dos Santos
- Graduate Program in Biotechnology, S-Inova Biotech, Catholic University Dom Bosco-UCDB, Campo Grande 79117-010, MS, Brazil; (R.d.S.F.); (L.A.B.M.M.); (C.d.S.); (O.L.F.); (C.M.E.C.)
| | - Priscila Aiko Hiane
- Graduate Program in Health and Development in the Central-West Region of Brazil, Federal University of Mato Grosso do Sul-UFMS, Campo Grande 79079-900, MS, Brazil; (P.A.H.); (V.A.d.N.)
| | - Rosemary Matias
- Graduate Program in Environment and Regional Development, University Anhanguera Uniderp, Campo Grande 79035-470, MS, Brazil; (R.M.); (A.K.M.d.O.)
| | - Octávio Luiz Franco
- Graduate Program in Biotechnology, S-Inova Biotech, Catholic University Dom Bosco-UCDB, Campo Grande 79117-010, MS, Brazil; (R.d.S.F.); (L.A.B.M.M.); (C.d.S.); (O.L.F.); (C.M.E.C.)
- Graduate Program in Genomic Sciences and Biotechnology, Center of Proteomic and Biochemical Analysis, Catholic University of Brazilia, Brasília 70790-160, DF, Brazil
| | - Ademir Kleber Morbeck de Oliveira
- Graduate Program in Environment and Regional Development, University Anhanguera Uniderp, Campo Grande 79035-470, MS, Brazil; (R.M.); (A.K.M.d.O.)
| | - Valter Aragão do Nascimento
- Graduate Program in Health and Development in the Central-West Region of Brazil, Federal University of Mato Grosso do Sul-UFMS, Campo Grande 79079-900, MS, Brazil; (P.A.H.); (V.A.d.N.)
| | - Arnildo Pott
- Institute of Biosciences, Federal University of Mato Grosso do Sul-UFMS, Campo Grande 79079-900, MS, Brazil;
| | - Cristiano Marcelo Espinola Carvalho
- Graduate Program in Biotechnology, S-Inova Biotech, Catholic University Dom Bosco-UCDB, Campo Grande 79117-010, MS, Brazil; (R.d.S.F.); (L.A.B.M.M.); (C.d.S.); (O.L.F.); (C.M.E.C.)
| | - Rita de Cássia Avellaneda Guimarães
- Graduate Program in Health and Development in the Central-West Region of Brazil, Federal University of Mato Grosso do Sul-UFMS, Campo Grande 79079-900, MS, Brazil; (P.A.H.); (V.A.d.N.)
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Yang X, Siddique A, Khan AA, Wang Q, Malik A, Jan AT, Rudayni HA, Chaudhary AA, Khan S. Chlamydia Trachomatis Infection: Their potential implication in the Etiology of Cervical Cancer. J Cancer 2021; 12:4891-4900. [PMID: 34234859 PMCID: PMC8247366 DOI: 10.7150/jca.58582] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Accepted: 05/13/2021] [Indexed: 12/12/2022] Open
Abstract
Pathogenic bacterial strains can alter the normal function of cells and induce different levels of inflammatory responses that are connected to the development of different diseases, such as tuberculosis, diarrhea, cancer etc. Chlamydia trachomatis (C. trachomatis) is an intracellular obligate gram-negative bacterium which has been connected with the cervical cancer etiology. Nevertheless, establishment of causality and the underlying mechanisms of carcinogenesis of cervical cancer associated with C. trachomatis remain unclear. Studies reveal the existence of C. trachomatis in cervical cancer patients. The DNA repair pathways including mismatch repair, nucleotide excision, and base excision are vital in the abatement of accumulated mutations that can direct to the process of carcinogenesis. C. trachomatis recruits DDR proteins away from sites of DNA damage and, in this way, impedes the DDR. Therefore, by disturbing host cell-cycle control, chromatin and DDR repair, C. trachomatis makes a situation favorable for malignant transformation. Inflammation originated due to infection directs over production of reactive oxygen species (ROS) and consequent oxidative DNA damage. This review may aid our current understanding of the etiology of cervical cancer in C. trachomatis-infected patients.
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Affiliation(s)
- Xingju Yang
- Department of Nursing, Jinan People's Hospital Affiliated to Shandong First Medical University, Jinan, Shandong 271199, China
| | - Anam Siddique
- Department of Biosciences, Shri Ram Group of College (SRGC), Muzaffarnagar 251001, India
| | - Abdul Arif Khan
- Division of Microbiology, Indian Council of Medical Research-National AIDS Research Institute, Pune, Maharashtra, India
| | - Qian Wang
- Department of Obstetrics and Gynecology, Jinan Fifth People's Hospital, Jinan, Shandong, 250022, China
| | - Abdul Malik
- Department of Pharmaceutics, College of Pharmacy, P.O. Box 2457, King Saud University, Riyadh 11451, Saudi Arabia
| | - Arif Tasleem Jan
- School of Biosciences and Biotechnology, Baba Ghulam Shah Badshah University, Rajouri 185236, India
| | - Hassan Ahmed Rudayni
- Department of Biology, College of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh 11623, Saudi Arabia
| | - Anis Ahmad Chaudhary
- Department of Biology, College of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh 11623, Saudi Arabia
| | - Shahanavaj Khan
- Department of Biosciences, Shri Ram Group of College (SRGC), Muzaffarnagar 251001, India
- Department of Pharmaceutics, College of Pharmacy, P.O. Box 2457, King Saud University, Riyadh 11451, Saudi Arabia
- Department of Health Sciences, Novel Global Community Educational Foundation, Australia
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12
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Lu W, He F, Lin Z, Liu S, Tang L, Huang Y, Hu Z. Dysbiosis of the endometrial microbiota and its association with inflammatory cytokines in endometrial cancer. Int J Cancer 2020; 148:1708-1716. [PMID: 33285000 DOI: 10.1002/ijc.33428] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 11/17/2020] [Accepted: 11/25/2020] [Indexed: 12/14/2022]
Abstract
The underlying molecular mechanisms involved in the pathogenesis of endometrial cancer (EC) are still not well understood. Our goal was to investigate the composition of the endometrial microbiota and the association with inflammatory cytokines in EC. Endometrial microbiota profiles of women with EC (n = 25) and benign uterine lesions (BUL, n = 25) were assessed by 16S ribosomal RNA gene amplicon sequencing. The expression levels of interleukin-6 (IL-6), interleukin-8 (IL-8), and interleukin-17 (IL-17) mRNA and protein in the endometrial tissues of the two groups were determined by real-time quantitative polymerase chain reaction and Western blot, respectively. There were significant differences in alpha diversity based on the observed operational taxonomic units (P = .002), Pielou evenness (P = .001), and Shannon index (P < .001) between EC and BUL groups. Significant differences were also found in Bray-Curtis (P = .001) and unweighted UniFrac (P = .001) beta diversity measures between the two groups. At the genus level, Micrococcus was more abundant in the EC group. Pseudoramibacter_Eubacterium, Rhodobacter, Vogesella, Bilophila, Rheinheimera, and Megamonas were enriched in the BUL group. There were no differences in IL-8 and IL-17 protein levels between the two groups, except IL-6 protein levels. However, the mRNA expression levels of IL-6, IL-8, and IL-17 were significantly different. Moreover, the relative abundances of Micrococcus was positively correlated with IL-6, and IL-17 mRNA levels. In conclusion, our results suggested that dysbiosis of endometrial microbiota and the inflammatory cytokines were associated with Micrococcus in EC patients, which might be useful for exploration of the mechanism between the endometrial microbiota and inflammatory responses in future studies.
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Affiliation(s)
- Wanting Lu
- Department of Hospital Infection Control, First Hospital of Quanzhou Affiliated to Fujian Medical University, Quanzhou, China.,Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Fei He
- Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, Fuzhou, China.,Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, China
| | - Zheng Lin
- Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, Fuzhou, China.,Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, China
| | - Shuang Liu
- Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Li Tang
- Department of Hospital Infection Control, First Hospital of Quanzhou Affiliated to Fujian Medical University, Quanzhou, China
| | - Yuxiu Huang
- Department of Gynaecology and Obstetrics, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Zhijian Hu
- Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, Fuzhou, China.,Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, China
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13
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Cui XH, Hu SY, Zhu CF, Qin XH. Expression and prognostic analyses of the insulin-like growth factor 2 mRNA binding protein family in human pancreatic cancer. BMC Cancer 2020; 20:1160. [PMID: 33246429 PMCID: PMC7694419 DOI: 10.1186/s12885-020-07590-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 10/29/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Despite advances in early diagnosis and treatment, cancer remains the leading cause of mortality worldwide. The insulin-like growth factor 2 mRNA binding protein (IGF2BP) family has been reported to be involved in a variety of human malignant tumours. However, little is known about their expression and prognostic value in human pancreatic cancer. Therefore, we performed a detailed cancer versus normal differential analysis. METHODS The Cancer Genome Atlas (TCGA) and Gene Expression Profiling Interactive Analysis (GEPIA) databases were used to analyse the mRNA expression levels of the IGF2BP family in various cancers, including pancreatic cancer. Then, the LinkedOmics and GEPIA databases were used to assess the relation between the expression levels of IGF2BPs and overall survival (OS). Then, univariate and multivariate Cox regression analyses were performed, and subgroups based on grade and stage were analysed. The signalling pathways associated with IGF2BP2 and IGF2BP3 were then investigated via gene set enrichment analysis (GSEA). RESULTS IGF2BP2 and IGF2BP3 were associated with each subset of OS based on grade and stage. Further clinical correlation analysis of IGF2BP2 and IGF2BP3 confirmed that IGF2BP2 and IGF2BP3 are fundamental factors in promoting pancreatic cancer progression. CONCLUSION IGF2BP2 and IGF2BP3 are key factors in promoting the progression of pancreatic cancer and are closely related to overall survival.
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Affiliation(s)
- Xiao-Han Cui
- Department of General Surgery, the Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, 68 Pohu Middle Road, Changzhou, Jiangsu, 213000, P.R. China
- Nanjing Medical University, Nanjing, Jiangsu, 211166, P.R. China
| | - Shu-Yi Hu
- Department of General Surgery, Liver Transplantation Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, P.R. China
| | - Chun-Fu Zhu
- Department of General Surgery, the Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, 68 Pohu Middle Road, Changzhou, Jiangsu, 213000, P.R. China.
| | - Xi-Hu Qin
- Department of General Surgery, the Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, 68 Pohu Middle Road, Changzhou, Jiangsu, 213000, P.R. China.
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14
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Magat EM, Balanag GA, CariÑo AM, Fellizar A, Ortin TS, Guevarra L, Albano PM. Clostridioides difficile antibody response of colorectal cancer patients versus clinically healthy individuals. BIOSCIENCE OF MICROBIOTA FOOD AND HEALTH 2020; 39:123-127. [PMID: 32775130 PMCID: PMC7392905 DOI: 10.12938/bmfh.2020-010] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 02/04/2020] [Indexed: 01/04/2023]
Abstract
Dysbiosis, defined as an imbalance in the gut microbiota caused by too few beneficial bacteria and an overgrowth of bad bacteria, yeast, and/or parasites, is now being associated
with several diseases, including the development of colorectal carcinoma (CRC). In this study, the potential association of Clostridioides difficile (formerly
Clostridium difficile) with CRC was investigated. Plasma samples obtained from preoperative histologically confirmed CRC patients (n=39) and
their age- and sex-matched clinically healthy controls (n=39) were analyzed for antibodies to toxin B of C. difficile (anti-tcdB) by enzyme-linked
immunosorbent assay (ELISA). A significantly greater number (p=0.012) of CRC cases (n=26/39, 66.7%) had anti-tcdB IgG levels above the cutoff value compared with
controls (n=12/39, 30.8%). Eight cases (8/39, 20.5%) and none of the controls registered anti-tcdB IgA levels above the cutoff value (p=0.0039). Anti-tcdB IgG and
IgA levels were not shown to be significantly associated with tumor grade or tumor stage. Anti-tcdB IgG showed 66.7% sensitivity and 69.2% specificity. For anti-tcdB IgA,
sensitivity and specificity were 20.5% and 100%, respectively. The positive predictive values for anti-tcdB IgA and IgG were 100% and 68.4%, respectively. The anti-tcdB IgA and IgG
negative predictive values were 55.7% and 67.5%, respectively. The results suggest the potential association of C. difficile with CRC and anti-tcdB levels,
particularly the IgA level. Hence, anti-tcdB antibodies can be candidate serologic markers for CRC.
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Affiliation(s)
- Edrienne Myenna Magat
- The Graduate School, University of Santo Tomas, España Blvd., Manila, Philippines.,Research Center for the Natural and Applied Sciences, University of Santo Tomas, España Blvd., Manila, Philippines
| | - Gregg Austine Balanag
- The Graduate School, University of Santo Tomas, España Blvd., Manila, Philippines.,Research Center for the Natural and Applied Sciences, University of Santo Tomas, España Blvd., Manila, Philippines
| | - Ana Maria CariÑo
- The Graduate School, University of Santo Tomas, España Blvd., Manila, Philippines.,Research Center for the Natural and Applied Sciences, University of Santo Tomas, España Blvd., Manila, Philippines.,Quirino State University, Quirino, Philippines
| | - Allan Fellizar
- The Graduate School, University of Santo Tomas, España Blvd., Manila, Philippines.,Research Center for the Natural and Applied Sciences, University of Santo Tomas, España Blvd., Manila, Philippines.,Mariano Marcos Memorial Hospital and Medical Center, Ilocos Norte, Philippines
| | - Teresa Sy Ortin
- The Graduate School, University of Santo Tomas, España Blvd., Manila, Philippines.,Benavides Cancer Institute, University of Santo Tomas Hospital, España Blvd., Manila, Philippines
| | - Leonardo Guevarra
- Research Center for the Natural and Applied Sciences, University of Santo Tomas, España Blvd., Manila, Philippines.,Department of Biochemistry, University of Santo Tomas, España Blvd., Manila, Philippines
| | - Pia Marie Albano
- The Graduate School, University of Santo Tomas, España Blvd., Manila, Philippines.,Research Center for the Natural and Applied Sciences, University of Santo Tomas, España Blvd., Manila, Philippines.,Department of Biological Sciences, University of Santo Tomas, España Blvd., Manila, Philippines
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15
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Li J, Zakariah M, Malik A, Ola MS, Syed R, Chaudhary AA, Khan S. Analysis of Salmonella typhimurium Protein-Targeting in the Nucleus of Host Cells and the Implications in Colon Cancer: An in-silico Approach. Infect Drug Resist 2020; 13:2433-2442. [PMID: 32765017 PMCID: PMC7381790 DOI: 10.2147/idr.s258037] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Accepted: 06/09/2020] [Indexed: 12/23/2022] Open
Abstract
Background Infections of Salmonella typhimurium (S. typhimurium) are major threats to health, threats include diarrhoea, fever, acute intestinal inflammation, and cancer. Nevertheless, little information is available about the involvement of S. typhimurium in colon cancer etiology. Methods The present study was designed to predict nuclear targeting of S. typhimurium proteins in the host cell through computational tools, including nuclear localization signal (NLS) mapper, Balanced Subcellular Localization predictor (BaCeILo), and Hum-mPLoc using next-generation sequencing data. Results Several gene expression-associated proteins of S. typhimurium have been predicted to target the host nucleus during intracellular infections. Nuclear targeting of S. typhimurium proteins can lead to competitive interactions between the host and pathogen proteins with similar cellular substrates, and it may have a possible involvement in colon cancer growth. Our results suggested that S. typhimurium releases its proteins within compartments of the host cell, where they act as a component of the host cell proteome. Protein targeting is possibly involved in colon cancer etiology during intracellular bacterial infection. Conclusion The results of current in-silico study showed the potential involvement of S. typhimurium infection with alteration in normal functioning of host cell which act as possible factor to connect with the growth and development of colon cancer.
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Affiliation(s)
- Jianhua Li
- Department of General Surgery Ⅰ, Xinxiang Central Hospital, Xinxiang City, Henan Province 453000, People's Republic of China
| | - Mohammed Zakariah
- Research Center, College of Computer and Information Science, King Saud University, Riyadh, Saudi Arabia
| | - Abdul Malik
- Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Mohammad Shamsul Ola
- Department of Biochemistry, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Rabbani Syed
- Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Anis Ahmad Chaudhary
- Department of Biology, College of Science, Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
| | - Shahanavaj Khan
- Bioinformatics and Biotechnology Unit, Department of Bioscience, Shri Ram Group of College (SRGC), Muzaffarnagar, UP, India.,Nano-Biotechnology Unit, Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
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16
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Zhang C, Ju Y, Tang N, Li Y, Zhang G, Song Y, Fang H, Yang L, Feng J. Systematic analysis of supervised machine learning as an effective approach to predicate β-lactam resistance phenotype in Streptococcus pneumoniae. Brief Bioinform 2020; 21:1347-1355. [PMID: 31192359 DOI: 10.1093/bib/bbz056] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Revised: 04/15/2019] [Accepted: 04/16/2019] [Indexed: 11/13/2022] Open
Abstract
Streptococcus pneumoniae is the most common human respiratory pathogen, and β-lactam antibiotics have been employed to treat infections caused by S. pneumoniae for decades. β-lactam resistance is steadily increasing in pneumococci and is mainly associated with the alteration in penicillin-binding proteins (PBPs) that reduce binding affinity of antibiotics to PBPs. However, the high variability of PBPs in clinical isolates and their mosaic gene structure hamper the predication of resistance level according to the PBP gene sequences. In this study, we developed a systematic strategy for applying supervised machine learning to predict S. pneumoniae antimicrobial susceptibility to β-lactam antibiotics. We combined published PBP sequences with minimum inhibitory concentration (MIC) values as labelled data and the sequences from NCBI database without MIC values as unlabelled data to develop an approach, using only a fragment from pbp2x (750 bp) and a fragment from pbp2b (750 bp) to predicate the cefuroxime and amoxicillin resistance. We further validated the performance of the supervised learning model by constructing mutants containing the randomly selected pbps and testing more clinical strains isolated from Chinese hospital. In addition, we established the association between resistance phenotypes and serotypes and sequence type of S. pneumoniae using our approach, which facilitate the understanding of the worldwide epidemiology of S. pneumonia.
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Affiliation(s)
- Chaodong Zhang
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China.,Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University 60 Nanyang Drive, Singapore, Singapore
| | - Yingjiao Ju
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China.,College of Life Science, University of Chinese Academy of Sciences, Beijing, China
| | - Na Tang
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China.,College of Life Science, University of Chinese Academy of Sciences, Beijing, China
| | - Yun Li
- Institute of Clinical Pharmacology, Peking University First Hospital, Beijing, China
| | - Gang Zhang
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Yuqin Song
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Hailing Fang
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Liang Yang
- School of Medicine, Southern University of Science and Technology, Shenzhen, Guangdong Province, China
| | - Jie Feng
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
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17
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Yang J, Song H, Cao K, Song J, Zhou J. Comprehensive analysis of Helicobacter pylori infection-associated diseases based on miRNA-mRNA interaction network. Brief Bioinform 2020; 20:1492-1501. [PMID: 29579224 PMCID: PMC6781589 DOI: 10.1093/bib/bby018] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Revised: 02/15/2018] [Indexed: 12/16/2022] Open
Abstract
Helicobacter pylori (H. pylori) infection remains a cause of significant morbidity and mortality worldwide. Comprehensive understanding of the pathogenic mechanism of H. pylori and its interaction with host will contribute to developing novel prophylactical and therapeutical strategies. Here, we first determined microRNA (miRNA) levels in H. pylori-infected patients with gastritis, duodenal ulcer, gastric cancer or mucosa-associated lymphoid tissue lymphoma using miRNA data sets. Thirty-four differentially expressed miRNAs were identified and functional enrichment analysis of those miRNA target genes revealed that H. pylori infection were strongly associated with pathway in cancer and regulation of mRNA synthesis. Using disease connectivity analysis of 28 hub genes, we found that H. pylori may increase the risk of many extragastric diseases (e.g. cardiovascular disease, hemic and lymphatic diseases and nervous system disease). Altogether, our integrated analysis provided a new method to predict pathogen–human disease connectivity based on miRNA-mRNA interaction network and indicated anti-H. pylori therapy as an effective means of human diseases prevention.
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Affiliation(s)
- Jue Yang
- State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang 550014, China
| | - Hui Song
- Key Laboratory of Endemic and Ethnic Diseases (Guizhou Medical University), Ministry of Education, Guiyang 550004, China
| | - Kun Cao
- Department of general surgery, Affiliated Hospital of Guizhou Medical University, Guiyang 550004, China
| | - Jialei Song
- The Laboratory of Cell Biochemistry and Topogenic Regulation, College of Bioengineering and Faculty of Sciences, Chongqing University, Chongqing 400044, China
| | - Jianjiang Zhou
- Key Laboratory of Endemic and Ethnic Diseases (Guizhou Medical University), Ministry of Education, Guiyang 550004, China
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18
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Khan S, Zaidi S, Alouffi AS, Hassan I, Imran A, Khan RA. Computational Proteome-Wide Study for the Prediction of Escherichia coli Protein Targeting in Host Cell Organelles and Their Implication in Development of Colon Cancer. ACS OMEGA 2020; 5:7254-7261. [PMID: 32280866 PMCID: PMC7143404 DOI: 10.1021/acsomega.9b04042] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Accepted: 03/16/2020] [Indexed: 05/08/2023]
Abstract
Enterohemorrhagic Escherichia coli infection is associated with gastrointestinal disorders, including diarrhea and colorectal cancer. Although evidences have established the involvement of E. coli in the growth of colon cancer, the molecular mechanisms of carcinogenesis of cancer growth and development are not well understood. We analyzed E. coli protein targeting in host cell organelles and the implication in colon cancer using in silico approaches. Our results indicated that many E. coli proteins targeted the endoplasmic reticulum (ER), ER membranes, Golgi apparatus, Golgi apparatus membranes, peroxisomes, nucleus, nuclear membrane, mitochondria, and mitochondrial membrane of host cells. These targeted proteins in ER, Golgi apparatus, peroxisomes, nucleus, and mitochondria may alter the normal functioning of various pathways including DNA repair, apoptosis, replication, transcription, and protein folding in E. coli-infected host cells. The results of the current in silico study provide insights into E. coli pathogenesis and may aid in designing new preventive and therapeutic strategies.
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Affiliation(s)
- Shahanavaj Khan
- Bioinformatics
and Biotechnology Unit, Department of Biosciences, SRGC, Muzaffarnagar 251001, UP, India
- Department
of Pharmaceutics, College of Pharmacy, King
Saud University, P.O. Box 2457, Riyadh 11451, Saudi Arabia
- . Phone: +91
9219993262
| | - Sabika Zaidi
- Bioinformatics
and Biotechnology Unit, Department of Biosciences, SRGC, Muzaffarnagar 251001, UP, India
| | | | - Iftekhar Hassan
- Department
of Zoology, College of Science, King Saud
University, Riyadh 11451, Saudi Arabia
| | - Ahmad Imran
- King
Abdullah Institute for Nanotechnology, King
Saud University, Riyadh 11451, Saudi Arabia
| | - Rais Ahmad Khan
- Department
of Chemistry, College of Science, King Saud
University, Riyadh 11451, Saudi Arabia
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19
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Chen X, Theobard R, Zhang J, Dai X. Genetic interactions between INPP4B and RAD50 is prognostic of breast cancer survival. Biosci Rep 2020; 40:BSR20192546. [PMID: 31872854 PMCID: PMC6954369 DOI: 10.1042/bsr20192546] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Revised: 12/19/2019] [Accepted: 12/23/2019] [Indexed: 12/29/2022] Open
Abstract
RAD50 is commonly depleted in basal-like breast cancer with concomitant absence of INPP4B and several tumor suppressors such as BRCA1 and TP53. Our previous study revealed that INPP4B and RAD50 interact and such an interaction is associated with breast cancer survival at the transcriptional, translational and genomic levels. In the present study, we explored single nucleotide polymorphisms (SNPs) of these two genes that have synergistic effects on breast cancer survival to decipher mechanisms driving their interactions at the genetic level. The Cox's proportional hazards model was used to test whether SNPs of these two genes are interactively associated with breast cancer survival, following expression quantitative trait loci (eQTL) analysis and functional investigations. Our study revealed two disease-associating blocks, each encompassing five and two non-linkage disequilibrium linked SNPs of INPP4B and RAD50, respectively. Concomitant presence of any rare homozygote from each disease-associating block is synergistically prognostic of poor breast cancer survival. Such synergy is mediated via bypassing pathways controlling cell proliferation and DNA damage repair, which are represented by INPP4B and RAD50. Our study provided genetic evidence of interactions between INPP4B and RAD50, and deepened our understandings on the orchestrated genetic machinery governing tumor progression.
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Affiliation(s)
- Xiao Chen
- School of Biotechnology, Jiangnan University, Wuxi, China
| | | | - Jianying Zhang
- Henan Institute of Medical and Pharmaceutical Sciences and Henan Key Laboratory of Tumor Epidemiology, Zhengzhou University, Zhengzhou 450001, China
| | - Xiaofeng Dai
- Hospital of Xi’an Jiaotong University, Xi’an, 710061, China
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
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20
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Zhou J, Hui X, Mao Y, Fan L. Identification of novel genes associated with a poor prognosis in pancreatic ductal adenocarcinoma via a bioinformatics analysis. Biosci Rep 2019; 39:BSR20190625. [PMID: 31311829 PMCID: PMC6680377 DOI: 10.1042/bsr20190625] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 07/01/2019] [Accepted: 07/12/2019] [Indexed: 01/18/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a class of the commonest malignant carcinomas. The present study aimed to elucidate the potential biomarker and prognostic targets in PDAC. The array data of GSE41368, GSE43795, GSE55643, and GSE41369 were downloaded from Gene Expression Omnibus (GEO) database. The differentially expressed genes (DEGs) and differentially expressed microRNAs (DEmiRNAs) in PDAC were obtained by using GEO2R, and overlapped DEGs were acquired with Venn Diagrams. Functional enrichment analysis of overlapped DEGs and DEmiRNAs was conducted with Metascape and FunRich, respectively. The protein-protein interaction (PPI) network of overlapped DEGs was constructed by STRING and visualized with Cytoscape. Overall survival (OS) of DEmiRNAs and hub genes were investigated by Kaplan-Meier (KM) plotter (KM plotter). Transcriptional data and correlation analyses among hub genes were verified through GEPIA and Human Protein Atlas (HPA). Additionally, miRNA targets were searched using miRTarBase, then miRNA-DEG regulatory network was visualized with Cytoscape. A total of 32 DEmiRNAs and 150 overlapped DEGs were identified, and Metascape showed that DEGs were significantly enriched in cellular chemical homeostasis and pathways in cancer, while DEmiRNAs were mainly enriched in signal transduction and Glypican pathway. Moreover, seven hub genes with a high degree, namely, V-myc avian myelocytomatosis viral oncogene homolog (MYC), solute carrier family 2 member 1 (SLC2A1), PKM, plasminogen activator, urokinase (PLAU), peroxisome proliferator activated receptor γ (PPARG), MET proto-oncogene, receptor tyrosine kinase (MET), and integrin subunit α 3 (ITGA3), were identified and found to be up-regulated between PDAC and normal tissues. miR-135b, miR-221, miR-21, miR-27a, miR-199b-5p, miR-143, miR-196a, miR-655, miR-455-3p, miR-744 and hub genes predicted poor OS of PDAC. An integrative bioinformatics analysis identified several hub genes that may serve as potential biomarkers or targets for early diagnosis and precision target treatment of PDAC.
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Affiliation(s)
- Jun Zhou
- Department of General Ward 1, Zhejiang Hospital of Lingyin District, Zhejiang, China
| | - Xiaoliang Hui
- Department of General Ward 1, Zhejiang Hospital of Lingyin District, Zhejiang, China
| | - Ying Mao
- Department of General Ward 1, Zhejiang Hospital of Lingyin District, Zhejiang, China
| | - Liya Fan
- Department of Gastroenterology, Zhejiang Hospital of Sandun District, Zhejiang, China
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21
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Sangiovanni M, Granata I, Thind AS, Guarracino MR. From trash to treasure: detecting unexpected contamination in unmapped NGS data. BMC Bioinformatics 2019; 20:168. [PMID: 30999839 PMCID: PMC6472186 DOI: 10.1186/s12859-019-2684-x] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Background Next Generation Sequencing (NGS) experiments produce millions of short sequences that, mapped to a reference genome, provide biological insights at genomic, transcriptomic and epigenomic level. Typically the amount of reads that correctly maps to the reference genome ranges between 70% and 90%, leaving in some cases a consistent fraction of unmapped sequences. This ’misalignment’ can be ascribed to low quality bases or sequence differences between the sample reads and the reference genome. Investigating the source of the unmapped reads is definitely important to better assess the quality of the whole experiment and to check for possible downstream or upstream ’contamination’ from exogenous nucleic acids. Results Here we propose DecontaMiner, a tool to unravel the presence of contaminating sequences among the unmapped reads. It uses a subtraction approach to identify bacteria, fungi and viruses genome contamination. DecontaMiner generates several output files to track all the processed reads, and to provide a complete report of their characteristics. The good quality matches on microorganism genomes are counted and compared among samples. DecontaMiner builds an offline HTML page containing summary statistics and plots. The latter are obtained using the state-of-the-art D3 javascript libraries. DecontaMiner has been mainly used to detect contamination in human RNA-Seq data. The software is freely available at http://www-labgtp.na.icar.cnr.it/decontaminer. Conclusions DecontaMiner is a tool designed and developed to investigate the presence of contaminating sequences in unmapped NGS data. It can suggest the presence of contaminating organisms in sequenced samples, that might derive either from laboratory contamination or from their biological source, and in both cases can be considered as worthy of further investigation and experimental validation. The novelty of DecontaMiner is mainly represented by its easy integration with the standard procedures of NGS data analysis, while providing a complete, reliable, and automatic pipeline. Electronic supplementary material The online version of this article (10.1186/s12859-019-2684-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Mara Sangiovanni
- Stazione Zoologica Anton Dohrn, Villa Comunale, Napoli, 80121, Italy
| | - Ilaria Granata
- High Performance Computing and Networking Institute, National Research Council of Italy, Via P. Castellino, 111, Napoli, 80131, Italy.
| | - Amarinder Singh Thind
- High Performance Computing and Networking Institute, National Research Council of Italy, Via P. Castellino, 111, Napoli, 80131, Italy
| | - Mario Rosario Guarracino
- High Performance Computing and Networking Institute, National Research Council of Italy, Via P. Castellino, 111, Napoli, 80131, Italy
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22
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Khan S, Ansari AA, Malik A, Chaudhary AA, Syed JB, Khan AA. Preparation, characterizations and in vitro cytotoxic activity of nickel oxide nanoparticles on HT-29 and SW620 colon cancer cell lines. J Trace Elem Med Biol 2019; 52:12-17. [PMID: 30732872 DOI: 10.1016/j.jtemb.2018.11.003] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Revised: 10/18/2018] [Accepted: 11/06/2018] [Indexed: 01/03/2023]
Abstract
Despite the extensive implication of nickel oxide nanoparticles (NiO-NPs) in different fields such as biomedical science and industrial manufacturing, their effect on human cancer cells has not been elucidated. In this study, we report a simple process for the preparation of NiO-NPs. X-ray diffraction and transmission electron microscopy were used to characterize the surface architecture and dimension of the synthesized NiO-NPs. The average diameter of the NiO-NPs was approximately 20-25 nm. We used two human colon cancer cell lines, HT-29 and SW620, to assess the nanoparticles' cytotoxicity. The MTT assay showed that the NiO-NPs reduced cell viability of HT-29 and SW620 cell lines. The results of inverted microscopy showed the highest cytotoxic activity with 600 μg/ml concentration of NiO-NPs on HT-29 cells. Western blot assay showed the downregulation of anti-apoptotic Bcl2 and Bcl-xL proteins in HT-29 cells treated with NiO-NPs. Moreover the results demonstrated the induction of PARP (Cleaved) in NiO-NPs treated HT-29 cells which are considered the marker of apoptosis. The NiO-NPs were not demonstrated bactericidal effect on six different bacterial strains tested, implying that the NiO-NPs may not perturb the human normal gut microbiome. The results have showed the promising application of the NiO-NPs in management of cancer in near future.
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Affiliation(s)
- Shahanavaj Khan
- Department of Bioscience, Shri Ram Group of College (SRGC), Muzaffarnagar 251001, India; Nanomedicine & Biotechnology Research Unit, Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia.
| | - Anees A Ansari
- King Abdullah Institute for Nanotechnology, King Saud University, PO Box 2455, Riyadh 11451, Saudi Arabia
| | - Abdul Malik
- Department of Clinical Laboratory Science, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Anis Ahmad Chaudhary
- Department of Pharmacology, College of Medicine, Al-Imam Mohammad Ibn Saud Islamic University, Riyadh, Saudi Arabia
| | - Jakeera Begum Syed
- College of Medicine and Dentistry, Dar Al Uloom University, Al Mizan St, Al Falah, Riyadh 13314, Saudi Arabia
| | - Azmat Ali Khan
- Pharmaceutical Biotechnology Laboratory, Department of Pharmaceutical Chemistry, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
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23
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Yu B, Wang Y, Wang L, Tan X, Zhang YM, Wang K, Li M, Zou B, Zhang SXA. Spontaneous proton transfer in a series of amphoteric molecules under hydrostatic pressure. Phys Chem Chem Phys 2019; 21:17696-17702. [DOI: 10.1039/c9cp02445j] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Hydrostatic pressure has induced intermolecular proton transfer in the crystals of a series of amphoteric molecules, which results in significant color changes.
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Affiliation(s)
- Binhong Yu
- State Key Laboratory of Supramolecular Structure and Materials
- Jilin University
- Changchun
- China
| | - Yi Wang
- Institute of Chemical Materials, China Academy of Engineering Physics (CAEP)
- Mianyang 621000
- China
| | - Lingrui Wang
- State Key Laboratory of Superhard Materials
- Jilin University
- Changchun
- China
| | - Xiao Tan
- State Key Laboratory of Superhard Materials
- Jilin University
- Changchun
- China
| | - Yu-Mo Zhang
- State Key Laboratory of Supramolecular Structure and Materials
- Jilin University
- Changchun
- China
| | - Kai Wang
- State Key Laboratory of Supramolecular Structure and Materials
- Jilin University
- Changchun
- China
- State Key Laboratory of Superhard Materials
| | - Minjie Li
- State Key Laboratory of Supramolecular Structure and Materials
- Jilin University
- Changchun
- China
| | - Bo Zou
- State Key Laboratory of Superhard Materials
- Jilin University
- Changchun
- China
| | - Sean Xiao-An Zhang
- State Key Laboratory of Supramolecular Structure and Materials
- Jilin University
- Changchun
- China
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24
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Chen D, Wu J, Jin D, Wang B, Cao H. Fecal microbiota transplantation in cancer management: Current status and perspectives. Int J Cancer 2018; 145:2021-2031. [PMID: 30458058 PMCID: PMC6767494 DOI: 10.1002/ijc.32003] [Citation(s) in RCA: 182] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Revised: 10/22/2018] [Accepted: 11/13/2018] [Indexed: 02/06/2023]
Abstract
The human gut is home to a large and diverse microbial community, comprising about 1,000 bacterial species. The gut microbiota exists in a symbiotic relationship with its host, playing a decisive role in the host's nutrition, immunity and metabolism. Accumulating studies have revealed the associations between gut dysbiosis or some special bacteria and various cancers. Emerging data suggest that gut microbiota can modulate the effectiveness of cancer therapies, especially immunotherapy. Manipulating the microbial populations with therapeutic intent has become a hot topic of cancer research, and the most dramatic manipulation of gut microbiota refers to fecal microbiota transplantation (FMT) from healthy individuals to patients. FMT has demonstrated remarkable clinical efficacy against Clostridium difficile infection (CDI) and it is highly recommended for the treatment of recurrent or refractory CDI. Lately, interest is growing in the therapeutic potential of FMT for other diseases, including cancers. We briefly reviewed the current researches about gut microbiota and its link to cancer, and then summarized the recent preclinical and clinical evidence to indicate the potential of FMT in cancer management as well as cancer‐treatment associated complications. We also presented the rationale of FMT for cancer management such as reconstruction of intestinal microbiota, amelioration of bile acid metabolism, and modulation of immunotherapy efficacy. This article would help to better understand this new therapeutic approach for cancer patients by targeting gut microbiota.
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Affiliation(s)
- Danfeng Chen
- Department of Gastroenterology and Hepatology, General Hospital, Tianjin Medical University, Tianjin, China
| | - Jingyi Wu
- Department of Gastroenterology and Hepatology, General Hospital, Tianjin Medical University, Tianjin, China
| | - Duochen Jin
- Department of Gastroenterology and Hepatology, General Hospital, Tianjin Medical University, Tianjin, China
| | - Bangmao Wang
- Department of Gastroenterology and Hepatology, General Hospital, Tianjin Medical University, Tianjin, China
| | - Hailong Cao
- Department of Gastroenterology and Hepatology, General Hospital, Tianjin Medical University, Tianjin, China
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25
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Mendonça LABM, Dos Santos Ferreira R, de Cássia Avellaneda Guimarães R, de Castro AP, Franco OL, Matias R, Carvalho CME. The Complex Puzzle of Interactions Among Functional Food, Gut Microbiota, and Colorectal Cancer. Front Oncol 2018; 8:325. [PMID: 30234008 PMCID: PMC6133950 DOI: 10.3389/fonc.2018.00325] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2018] [Accepted: 07/30/2018] [Indexed: 12/18/2022] Open
Abstract
Colorectal cancer exerts a strong influence on the epidemiological panorama worldwide, and it is directly correlated to etiologic factors that are substantiated by genetic and environmental elements. This complex mixture of factors also has a relationship involving the structural dependence and composition of the gut microbiome, leading to a dysbacteriosis process that may evolve to serious modifications in the intestinal lining, eventually causing the development of a neoplasm. The gastrointestinal tract presents defense strategies and immunological properties that interfere in intestinal permeability, inhibiting the bacterial translocation, thus maintaining the integrity of intestinal homeostasis. The modulation of the intestinal microbiome and the extinction of risk factors associated with intestinal balance losses, especially of environmental factors, make cell and defense alterations impossible. This modulation may be conducted by means of functional foods in the diet, especially soluble fibers, polyunsaturated fatty acids, antioxidants and prebiotics that signal immunomodulatory effects in the intestinal microbiota, with preventive and therapeutic action for colorectal cancer. In summary, this review focuses on the importance of dietary modulation of the intestinal microbiota as an instrument for dysbacteriosis and, consequently, for the prevention of colorectal cancer, suggesting anticarcinogenic, and antiangiogenic properties. Among the intestinal modulating agents considered here are functional foods, especially flaxseed, oat and soy, composing a Bioactive Food Compound.
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Affiliation(s)
- Lígia A B M Mendonça
- S-Inova Biotech Post Graduate Program in Biotechnology, Catholic University Dom Bosco, Campo Grande, Brazil
| | - Rosângela Dos Santos Ferreira
- Post Graduate Program in Health and Development in the Central-West Region of Brazil, Federal University of Mato Grosso do Sul, Campo Grande, Brazil
| | - Rita de Cássia Avellaneda Guimarães
- Post Graduate Program in Health and Development in the Central-West Region of Brazil, Federal University of Mato Grosso do Sul, Campo Grande, Brazil
| | - Alinne P de Castro
- S-Inova Biotech Post Graduate Program in Biotechnology, Catholic University Dom Bosco, Campo Grande, Brazil
| | - Octávio L Franco
- S-Inova Biotech Post Graduate Program in Biotechnology, Catholic University Dom Bosco, Campo Grande, Brazil.,Center of Proteomic and Biochemical Analysis, Post Graduate Program in Genomic Sciences and Biotechnology, Catholic University of Brasilia, Brasilia, Brazil
| | - Rosemary Matias
- Post Graduate Program in Environmental Sciences and Agricultural Sustainability, Catholic University Dom Bosco, Campo Grande, Brazil.,Post Graduate Program in Environment and Regional Development, University Anhanguera Uniderp, Campo Grande, Brazil
| | - Cristiano M E Carvalho
- S-Inova Biotech Post Graduate Program in Biotechnology, Catholic University Dom Bosco, Campo Grande, Brazil.,Post Graduate Program in Environment and Regional Development, University Anhanguera Uniderp, Campo Grande, Brazil
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26
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Zakariah M, Khan S, Chaudhary AA, Rolfo C, Ben Ismail MM, Alotaibi YA. To Decipher the Mycoplasma hominis Proteins Targeting into the Endoplasmic Reticulum and Their Implications in Prostate Cancer Etiology Using Next-Generation Sequencing Data. Molecules 2018; 23:molecules23050994. [PMID: 29695086 PMCID: PMC6099661 DOI: 10.3390/molecules23050994] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 04/16/2018] [Accepted: 04/18/2018] [Indexed: 12/21/2022] Open
Abstract
Cancer was initially considered a genetic disease. However, recent studies have revealed the connection between bacterial infections and growth of different types of cancer. The enteroinvasive strain of Mycoplasma hominis alters the normal behavior of host cells that may result in the growth of prostate cancer. The role of M. hominis in the growth and development of prostate cancer still remains unclear. The infection may regulate several factors that influence prostate cancer growth in susceptible individuals. The aim of this study was to predict M. hominis proteins targeted into the endoplasmic reticulum (ER) of the host cell, and their potential role in the induction of prostate cancer. From the whole proteome of M. hominis, 19 proteins were predicted to be targeted into the ER of host cells. The results of our study predict that several proteins of M. hominis may be targeted to the host cell ER, and possibly alter the normal pattern of protein folding. These predicted proteins can modify the normal function of the host cell. Thus, the intercellular infection of M. hominis in host cells may serve as a potential factor in prostate cancer etiology.
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Affiliation(s)
- Mohammed Zakariah
- Research Center, College of Computer and Information Science, King Saud University, Riyadh 11451, Saudi Arabia.
| | - Shahanavaj Khan
- Nanomedicine & Biotechnology Research Unit, Department of Pharmaceutics, College of Pharmacy, P.O. Box 2457, King Saud University, Riyadh 11451, Saudi Arabia.
- Department of Bioscience, Shri Ram Group of College (SRGC), Muzaffarnagar 251002, UP, India.
| | - Anis Ahmad Chaudhary
- Department of Pharmacology, College of Medicine, Al-Imam Mohammad Ibn Saud Islamic University, Riyadh 11451, Saudi Arabia.
| | - Christian Rolfo
- Phase I-Early Clinical Trials Unit, Oncology Department, Antwerp University Hospital, "Centre for Oncological Research (CORE)", 2650 Edegem, Belgium.
| | - Mohamed Maher Ben Ismail
- Computer Science Department, College of Computer and Information Sciences, King Saud University, Riyadh 11451, Saudi Arabia.
| | - Yousef Ajami Alotaibi
- Computer Science Department, College of Computer and Information Sciences, King Saud University, Riyadh 11451, Saudi Arabia.
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27
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Wu M, Wu Y, Deng B, Li J, Cao H, Qu Y, Qian X, Zhong G. Isoliquiritigenin decreases the incidence of colitis-associated colorectal cancer by modulating the intestinal microbiota. Oncotarget 2018; 7:85318-85331. [PMID: 27863401 PMCID: PMC5356739 DOI: 10.18632/oncotarget.13347] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Accepted: 10/26/2016] [Indexed: 12/12/2022] Open
Abstract
Imbalances in intestinal bacteria correlate with colitis-associated colorectal cancer (CAC). Traditional Chinese medicines have been used to adjust the gut microbiota, and isoliquiritigenin (ISL), a flavonoid extracted from licorice, has shown antitumor efficacy. In this study, the effects of ISL on CAC development and the gut microbiota were evaluated using an azoxymethane and dextran sulphate sodium (AOM/DSS)-induced mouse model of CAC (CACM). Histopathological analysis suggested that ISL reduced tumor incidence in vivo. Moreover, high-throughput sequencing and terminal restriction fragment length polymorphism (T-RFLP) studies of the bacterial 16S rRNA gene revealed that the structure of the gut microbial community shifted significantly following AOM/DSS treatment, and that effect was alleviated by treatment with high-dose ISL (150 mg/kg). Compared to the microbiota in the control mice (CK), the levels of Bacteroidetes decreased and the levels of Firmicutes increased during CAC development. ISL reversed the imbalance at the phylum level and altered the familial constituents of the gut microbiota. Specifically, the abundance of Helicobacteraceae increased after treatment with high-dose ISL, while the abundance of Lachnospiraceae and Rikenellaceae decreased. At the genus level, ISL reduced the abundance of opportunistic pathogens (Escherichia and Enterococcus), and increased the levels of probiotics, particularly butyrate-producing bacteria (Butyricicoccus, Clostridium, and Ruminococcus). Thus, ISL protects mice from AOM/DSS-induced CAC, and ISL and the gut microbiota may have synergistic anti-cancer effects.
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Affiliation(s)
- Minna Wu
- College of Basic Medicine, Xinxiang Medical University, Xinxiang, Henan, China.,Henan Collaborative Innovation Center of Molecular Diagnosis and Laboratory Medicine, Xinxiang Medical University, Xinxiang, Henan, China
| | - Yaqi Wu
- College of Basic Medicine, Xinxiang Medical University, Xinxiang, Henan, China
| | - Baoguo Deng
- College of Basic Medicine, Xinxiang Medical University, Xinxiang, Henan, China
| | - Jinsong Li
- Department of Pathology, the First Affiliated Hospital of Xinxiang Medical University, Xinxiang, Henan, China
| | - Haiying Cao
- College of Basic Medicine, Xinxiang Medical University, Xinxiang, Henan, China
| | - Yan Qu
- College of Basic Medicine, Xinxiang Medical University, Xinxiang, Henan, China
| | - Xinlai Qian
- Department of Pathology, the Third Affiliated Hospital of Xinxiang Medical University, Xinxiang, Henan, China
| | - Genshen Zhong
- Laboratory of Cancer Biotherapy, Institute of Neurology, the First Affiliated Hospital of Xinxiang Medical University, Xinxiang, Henan, China.,Henan Collaborative Innovation Center of Molecular Diagnosis and Laboratory Medicine, Xinxiang Medical University, Xinxiang, Henan, China
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28
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Hua Y, Ju J, Wang X, Zhang B, Zhao W, Zhang Q, Feng Y, Ma W, Wan C. Screening for host proteins interacting with Escherichia coli O157:H7 EspF using bimolecular fluorescence complementation. Future Microbiol 2017; 13:37-58. [PMID: 29227212 DOI: 10.2217/fmb-2017-0087] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
AIM To screen host proteins that interact with enterohemorrhagic Escherichia coli O157:H7 EspF. MATERIALS & METHODS Flow cytometry and high-throughput sequencing were used to screen interacting proteins. Molecular function, biological processes and Kyoto Encyclopedia of Genes and Genomes pathways were studied using the DAVID online tool. Glutathione S-transferase pull down and dot blotting were used to verify the interactions. RESULTS 293 host proteins were identified to associate with EspF. They were mainly enriched in RNA splicing (p = 0.005), ribosome structure (p = 0.012), and involved in 109 types of signaling pathways. SNX9 and ANXA6 were confirmed to interact with EspF. CONCLUSION EspF interacts with ANXA6; they may form a complex to manipulate the process of phagocytosis; EspF plays a highlighted pathogenic role in enterohemorrhagic E. coli infection process.
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Affiliation(s)
- Ying Hua
- Biosafety Level 3 Laboratory, School of Public Health, Southern Medical University, Guangzhou 510515, China.,Key Laboratory of Tropical Disease Research of Guangdong Provincial, Guangzhou 510515, China
| | - Jingwei Ju
- Key Laboratory of Gene Engineering of the Ministry of Education, State Key Laboratory for Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510006, China.,Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University, Guangzhou 510006, China
| | - Xiangyu Wang
- Biosafety Level 3 Laboratory, School of Public Health, Southern Medical University, Guangzhou 510515, China.,Key Laboratory of Tropical Disease Research of Guangdong Provincial, Guangzhou 510515, China
| | - Bao Zhang
- Biosafety Level 3 Laboratory, School of Public Health, Southern Medical University, Guangzhou 510515, China.,Key Laboratory of Tropical Disease Research of Guangdong Provincial, Guangzhou 510515, China
| | - Wei Zhao
- Biosafety Level 3 Laboratory, School of Public Health, Southern Medical University, Guangzhou 510515, China.,Key Laboratory of Tropical Disease Research of Guangdong Provincial, Guangzhou 510515, China
| | - Qiwei Zhang
- Biosafety Level 3 Laboratory, School of Public Health, Southern Medical University, Guangzhou 510515, China.,Key Laboratory of Tropical Disease Research of Guangdong Provincial, Guangzhou 510515, China
| | - Yingzhu Feng
- Guangzhou Institutes of Biomedicine & Health, Chinese Academy of Sciences, Guangzhou 510530, China
| | - Wenbin Ma
- Key Laboratory of Gene Engineering of the Ministry of Education, State Key Laboratory for Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510006, China.,Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University, Guangzhou 510006, China
| | - Chengsong Wan
- Biosafety Level 3 Laboratory, School of Public Health, Southern Medical University, Guangzhou 510515, China.,Key Laboratory of Tropical Disease Research of Guangdong Provincial, Guangzhou 510515, China
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29
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E. coli Sepsis: Red Flag for Colon Carcinoma-A Case Report and Review of the Literature. Case Rep Gastrointest Med 2017; 2017:2570524. [PMID: 28695023 PMCID: PMC5485293 DOI: 10.1155/2017/2570524] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Accepted: 05/22/2017] [Indexed: 01/07/2023] Open
Abstract
We present an atypical case of newly diagnosed colon cancer and provide insight into the infectious predispositions of E. coli bacteremia to the development of colon adenocarcinoma. A 66-year-old female was admitted to the hospital with one-week symptoms of subjective fevers, chills, and lower back pain. Upon initial evaluation, her temperature was 101 degrees Fahrenheit with a white count of 12,000 K/mm3. Initial septic workup was positive for E. coli bacteremia. The patient was started on Aztreonam. Repeat blood culture 48 hours later was negative for any growth. However, later during hospital stay blood culture was repeated due to SIRS, which was positive again for E. coli. CT scan of the chest/abdomen/pelvis with contrast revealed no signs of colitis. Without clear etiology for recurrent E. coli bacteremia ultimately colonoscopy was performed which showed an ulcerated mass in the cecum. Biopsy showed moderately differentiated adenocarcinoma. E. coli strains B2 and D produce cyclomodulin toxins as part of their virulence, which interferes with the cell cycle regulation, promoting chromosomal instability, and increasing susceptibility to cancer. In patients with recurrent E. coli bacteremia with an unknown source, colonoscopy should be done to look for colon cancer.
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30
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Khan S, Ansari AA, Khan AA, Abdulla M, Al-Obaid O, Ahmad R. In vitro evaluation of cytotoxicity, possible alteration of apoptotic regulatory proteins, and antibacterial activity of synthesized copper oxide nanoparticles. Colloids Surf B Biointerfaces 2017; 153:320-326. [DOI: 10.1016/j.colsurfb.2017.03.005] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Revised: 03/02/2017] [Accepted: 03/02/2017] [Indexed: 12/20/2022]
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31
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Mokarram P, Albokashy M, Zarghooni M, Moosavi MA, Sepehri Z, Chen QM, Hudecki A, Sargazi A, Alizadeh J, Moghadam AR, Hashemi M, Movassagh H, Klonisch T, Owji AA, Łos MJ, Ghavami S. New frontiers in the treatment of colorectal cancer: Autophagy and the unfolded protein response as promising targets. Autophagy 2017; 13:781-819. [PMID: 28358273 PMCID: PMC5446063 DOI: 10.1080/15548627.2017.1290751] [Citation(s) in RCA: 112] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Colorectal cancer (CRC), despite numerous therapeutic and screening attempts, still remains a major life-threatening malignancy. CRC etiology entails both genetic and environmental factors. Macroautophagy/autophagy and the unfolded protein response (UPR) are fundamental mechanisms involved in the regulation of cellular responses to environmental and genetic stresses. Both pathways are interconnected and regulate cellular responses to apoptotic stimuli. In this review, we address the epidemiology and risk factors of CRC, including genetic mutations leading to the occurrence of the disease. Next, we discuss mutations of genes related to autophagy and the UPR in CRC. Then, we discuss how autophagy and the UPR are involved in the regulation of CRC and how they associate with obesity and inflammatory responses in CRC. Finally, we provide perspectives for the modulation of autophagy and the UPR as new therapeutic options for CRC treatment.
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Affiliation(s)
- Pooneh Mokarram
- a Colorectal Research Center and Department of Biochemistry , School of Medicine, Shiraz University of Medical Sciences , Shiraz , Iran
| | - Mohammed Albokashy
- b Department of Human Anatomy and Cell Science , Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba , Winnipeg , MB , Canada
| | - Maryam Zarghooni
- c Zabol University of Medical Sciences , Zabol , Iran.,d University of Toronto Alumni , Toronto , ON , Canada
| | - Mohammad Amin Moosavi
- e Department of Molecular Medicine , Institute of Medical Biotechnology, National Institute for Genetic Engineering and Biotechnology , Tehran , Iran
| | - Zahra Sepehri
- c Zabol University of Medical Sciences , Zabol , Iran
| | - Qi Min Chen
- b Department of Human Anatomy and Cell Science , Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba , Winnipeg , MB , Canada
| | | | | | - Javad Alizadeh
- b Department of Human Anatomy and Cell Science , Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba , Winnipeg , MB , Canada
| | - Adel Rezaei Moghadam
- b Department of Human Anatomy and Cell Science , Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba , Winnipeg , MB , Canada
| | - Mohammad Hashemi
- g Department of Clinical Biochemistry , School of Medicine, Zahedan University of Medical Sciences , Zahedan , Iran
| | - Hesam Movassagh
- h Department of Immunology , Rady Faculty of Health Sciences, College of Medicine, University of Manitoba , Winnipeg , MB , Canada
| | - Thomas Klonisch
- b Department of Human Anatomy and Cell Science , Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba , Winnipeg , MB , Canada
| | - Ali Akbar Owji
- i Department of Clinical Biochemistry , School of Medicine, Shiraz Medical University , Shiraz , Iran
| | - Marek J Łos
- j Małopolska Centre of Biotechnology , Jagiellonian University , Krakow , Poland ; LinkoCare Life Sciences AB , Sweden
| | - Saeid Ghavami
- b Department of Human Anatomy and Cell Science , Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba , Winnipeg , MB , Canada.,k Health Policy Research Center , Shiraz University of Medical Sciences , Shiraz , Iran
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32
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Khan S, Zakariah M, Palaniappan S. Computational prediction of Mycoplasma hominis proteins targeting in nucleus of host cell and their implication in prostate cancer etiology. Tumour Biol 2016; 37:10805-13. [PMID: 26874727 DOI: 10.1007/s13277-016-4970-9] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2015] [Accepted: 02/02/2016] [Indexed: 12/16/2022] Open
Abstract
Cancer has long been assumed to be a genetic disease. However, recent evidence supports the enigmatic connection of bacterial infection with the growth and development of various types of cancers. The cause and mechanism of the growth and development of prostate cancer due to Mycoplasma hominis remain unclear. Prostate cancer cells are infected and colonized by enteroinvasive M. hominis, which controls several factors that can affect prostate cancer growth in susceptible persons. We investigated M. hominis proteins targeting the nucleus of host cells and their implications in prostate cancer etiology. Many vital processes are controlled in the nucleus, where the proteins targeting M. hominis may have various potential implications. A total of 29/563 M. hominis proteins were predicted to target the nucleus of host cells. These include numerous proteins with the capability to alter normal growth activities. In conclusion, our results emphasize that various proteins of M. hominis targeted the nucleus of host cells and were involved in prostate cancer etiology through different mechanisms and strategies.
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Affiliation(s)
- Shahanavaj Khan
- Nanomedicine & Biotechnology Research Unit, Department of Pharmaceutics, College of Pharmacy, King Saud University, PO Box 2457, Riyadh, 11451, Saudi Arabia.
- Department of Bioscience, Shri Ram Group of College (SRGC), Muzaffarnagar, UP, India.
| | - Mohammed Zakariah
- Research Center, College of Computer and Information Science, King Saud University, Riyadh, Saudi Arabia
| | - Sellappan Palaniappan
- School of Science and Engineering, Malaysia University of Science and Technology, Petaling Jaya, Malaysia
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Khan S, Ansari AA, Khan AA, Al-Kattan W, Al-Obeed O, Ahmad R. Design, synthesis and in vitro evaluation of anticancer and antibacterial potential of surface modified Tb(OH)3@SiO2core–shell nanoparticles. RSC Adv 2016. [DOI: 10.1039/c5ra17906h] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
In the current study, we modified the surface of Tb(OH)3nanoparticles with a silica layer to enhance their solubility and biocompatibility.
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Affiliation(s)
- Shahanavaj Khan
- Nanomedicine & Biotechnology Research Unit Department of Pharmaceutics
- College of Pharmacy
- King Saud University
- Riyadh 11451
- Saudi Arabia
| | - Anees A. Ansari
- King Abdullah Institute for Nanotechnology
- King Saud University
- Riyadh 11451
- Saudi Arabia
| | - Abdul Arif Khan
- Nanomedicine & Biotechnology Research Unit Department of Pharmaceutics
- College of Pharmacy
- King Saud University
- Riyadh 11451
- Saudi Arabia
| | - Wael Al-Kattan
- Department of Surgery
- Al-Faisal University
- Riyadh 11451
- Saudi Arabia
| | - Omar Al-Obeed
- Colorectal Research Chair
- Department of Surgery
- King Khalid University Hospital
- College of Medicine
- King Saud University
| | - Rehan Ahmad
- Colorectal Research Chair
- Department of Surgery
- King Khalid University Hospital
- College of Medicine
- King Saud University
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