1
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Hu Y, Jiang Q, Zhai X, Liu L, Hong Y. Screening and validation of the optimal panel of reference genes in colonic epithelium and relative cancer cell lines. Sci Rep 2023; 13:17777. [PMID: 37853035 PMCID: PMC10584832 DOI: 10.1038/s41598-023-45174-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 10/17/2023] [Indexed: 10/20/2023] Open
Abstract
Real-time quantitative polymerase chain reaction (RT-qPCR) is the most common method to determine mRNA expression, and Minimum Information for Publication of RT-qPCR Experiments (MIQE) proposes that a panel of reference genes for RT-qPCR is conducive to obtaining accurate results. This study aimed to screen and verify the optimal panel of reference genes in colorectal cancer (CRC) and normal colonic cell lines. In the study, eight candidate reference genes (GAPDH, ACTB, 18S, PPIA, B2M, SDHA, GUSB, and YWHAZ) were selected for RT-qPCR to detect their expression in NCM460, HT29, HCT116, SW480, SW620, DLD-1, LOVO and RKO cell lines. The stability of reference genes and the optimal panel were evaluated by geNorm, NormFinder, and BestKeeper software. As results, the expression levels of candidate reference genes differed in the colonic epithelial cell lines, and the number of optimal panel of reference genes is two. B2M and YWHAZ were the two most stable reference genes for NCM460, HCT116, SW620, LOVO, and RKO cell lines, while only one of B2M and YWHAZ was most stable in HT29 and SW480 cells. In DLD-1 cells, the stability of B2M and YWHAZ ranked 3rd and 6th, PPIA and GUSB were the most stable two. Furthermore, the YWHZA + B2M performed smaller intragroup differences than other panel or single reference gene. In conclusion, this study indicates the optimal panel of reference genes is YWHZA + B2M for the NCM460, HCT116, SW620, LOVO, RKO, SW480, and HT29 cell lines, but it is PPIA + GUSB in DLD-1 cell lines.
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Affiliation(s)
- Yang Hu
- Department of Gastroenterology, The First People's Hospital of Jiande, Hangzhou, 311600, China
| | - Qi Jiang
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China
| | - Xiang Zhai
- Key Laboratory of Intestinal and Colorectal Diseases of Hubei Province, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China
| | - Liang Liu
- Department of Orthopedic Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China.
| | - Yuntian Hong
- Key Laboratory of Intestinal and Colorectal Diseases of Hubei Province, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China.
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China.
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2
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Zhou Y, Li X, Zhang X, Li M, Luo N, Zhao Y. Screening of Candidate Housekeeping Genes in Uterus Caruncle by RNA-Sequence and qPCR Analyses in Different Stages of Goat ( Capra hircus). Animals (Basel) 2023; 13:1897. [PMID: 37370406 DOI: 10.3390/ani13121897] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 05/25/2023] [Accepted: 05/29/2023] [Indexed: 06/29/2023] Open
Abstract
The uterus is a critical pregnancy organ for mammals. The normal growth and development of ruminant uterus caruncles are crucial to maintain gestation and fetal health in goats. Quantitative real-time polymerase chain reaction (qRT-PCR) is a reliable tool to study gene expression profiling for exploring the intrinsic mechanism underlying the conversion process of uterus caruncle tissue. However, the candidate housekeeping genes (HKGs) are required for normalizing the expression of function genes. In our study, 22 HKGs were selected from analyzing transcriptome data at non-pregnancy and pregnancy processes and previous reports about HKGs in goat tissues. We assessed them for expression suitability in 24 samples from uterus tissues at 15 non-pregnant days (Stage 1), early (Stage 2), and medium-later pregnant days (Stage 3). The expression stability of these genes was evaluated by using geNorm, Normfinder, Bestkeeper, and Delta Ct algorithms and, comprehensively, by ReFinder. In addition, the most and least stable HKGs were used to normalize the target genes expression of SPP1, VEGFA, and PAG8. It was found that traditional reference genes, such as ACTB and GAPDH, were not suitable for target gene normalization. In contrast, PPIB selected from RNA sequencing data and EIF3K selected from previous references showed the least variation and were recommended as the best HKGs during the nonpregnant stage and the whole stages of goat uterus caruncle tissue, respectively. It is the first time the HKGs genes in uterus during the non-pregnant day and throughout the total pregnancy have been explored. These findings found suitable HKGs in uterus caruncle tissues at various stages of non-pregnancy and pregnancy; these can be useful for gene expression studies to reveal the molecular mechanisms of uterus development in goats.
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Affiliation(s)
- Yumei Zhou
- College of Animal Science and Technology, Southwest University, Chongqing 400715, China
- Chongqing Key Laboratory of Herbivore Science, Chongqing Key Laboratory of Forage and Herbivore, Chongqing Engineering Research Center for Herbivores Resource Protection and Utilization, Chongqing Herbivore Engineering Research Center, Chongqing 400715, China
| | - Xingchun Li
- College of Animal Science and Technology, Southwest University, Chongqing 400715, China
- Chongqing Key Laboratory of Herbivore Science, Chongqing Key Laboratory of Forage and Herbivore, Chongqing Engineering Research Center for Herbivores Resource Protection and Utilization, Chongqing Herbivore Engineering Research Center, Chongqing 400715, China
| | - Xinyue Zhang
- College of Animal Science and Technology, Southwest University, Chongqing 400715, China
- Chongqing Key Laboratory of Herbivore Science, Chongqing Key Laboratory of Forage and Herbivore, Chongqing Engineering Research Center for Herbivores Resource Protection and Utilization, Chongqing Herbivore Engineering Research Center, Chongqing 400715, China
| | - Minghui Li
- College of Animal Science and Technology, Southwest University, Chongqing 400715, China
- Chongqing Key Laboratory of Herbivore Science, Chongqing Key Laboratory of Forage and Herbivore, Chongqing Engineering Research Center for Herbivores Resource Protection and Utilization, Chongqing Herbivore Engineering Research Center, Chongqing 400715, China
| | - Nanjian Luo
- College of Animal Science and Technology, Southwest University, Chongqing 400715, China
- Chongqing Key Laboratory of Herbivore Science, Chongqing Key Laboratory of Forage and Herbivore, Chongqing Engineering Research Center for Herbivores Resource Protection and Utilization, Chongqing Herbivore Engineering Research Center, Chongqing 400715, China
- School of Preclinical Medicine, Zunyi Medical University, Zunyi 563000, China
| | - Yongju Zhao
- College of Animal Science and Technology, Southwest University, Chongqing 400715, China
- Chongqing Key Laboratory of Herbivore Science, Chongqing Key Laboratory of Forage and Herbivore, Chongqing Engineering Research Center for Herbivores Resource Protection and Utilization, Chongqing Herbivore Engineering Research Center, Chongqing 400715, China
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3
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Nevone A, Lattarulo F, Russo M, Panno G, Milani P, Basset M, Avanzini MA, Merlini G, Palladini G, Nuvolone M. A Strategy for the Selection of RT-qPCR Reference Genes Based on Publicly Available Transcriptomic Datasets. Biomedicines 2023; 11:biomedicines11041079. [PMID: 37189697 DOI: 10.3390/biomedicines11041079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 03/23/2023] [Accepted: 03/27/2023] [Indexed: 04/05/2023] Open
Abstract
In the next-generation sequencing era, RT-qPCR is still widely employed to quantify levels of nucleic acids of interest due to its popularity, versatility, and limited costs. The measurement of transcriptional levels through RT-qPCR critically depends on reference genes used for normalization. Here, we devised a strategy to select appropriate reference genes for a specific clinical/experimental setting based on publicly available transcriptomic datasets and a pipeline for RT-qPCR assay design and validation. As a proof-of-principle, we applied this strategy to identify and validate reference genes for transcriptional studies of bone-marrow plasma cells from patients with AL amyloidosis. We performed a systematic review of published literature to compile a list of 163 candidate reference genes for RT-qPCR experiments employing human samples. Next, we interrogated the Gene Expression Omnibus to assess expression levels of these genes in published transcriptomic studies on bone-marrow plasma cells from patients with different plasma cell dyscrasias and identified the most stably expressed genes as candidate normalizing genes. Experimental validation on bone-marrow plasma cells showed the superiority of candidate reference genes identified through this strategy over commonly employed “housekeeping” genes. The strategy presented here may apply to other clinical and experimental settings for which publicly available transcriptomic datasets are available.
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Affiliation(s)
- Alice Nevone
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy
- Amyloidosis Research and Treatment Center, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Francesca Lattarulo
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy
- Amyloidosis Research and Treatment Center, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Monica Russo
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy
- Amyloidosis Research and Treatment Center, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Giada Panno
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy
- Amyloidosis Research and Treatment Center, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Paolo Milani
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy
- Amyloidosis Research and Treatment Center, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Marco Basset
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy
- Amyloidosis Research and Treatment Center, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Maria Antonietta Avanzini
- Pediatric Hematology Oncology, Cell Factory, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Giampaolo Merlini
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy
- Amyloidosis Research and Treatment Center, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Giovanni Palladini
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy
- Amyloidosis Research and Treatment Center, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Mario Nuvolone
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy
- Amyloidosis Research and Treatment Center, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
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Lamare FA, Khongsti S, Marthong L, Ghosh S, Chenkual S, Dkhar H, Maitra A, Ghosh S. Genome-wide DNA methylation profiling of stomach cancer in the ethnic population of Mizoram, North East India. Genomics 2022; 114:110478. [PMID: 36064073 DOI: 10.1016/j.ygeno.2022.110478] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 08/10/2022] [Accepted: 08/31/2022] [Indexed: 12/01/2022]
Abstract
Stomach cancer is the fifth most common cancer in terms of prevalence and incidence and the fourth leading cause of mortality in men and women worldwide. It is well-established that aberrant DNA methylation in cells can lead to carcinogenesis. The primary objective of our study was to investigate the aberrant DNA methylation status of genes associated with stomach cancer with a particular reference to the ethnic population of Mizoram, North East India. The site-level analysis identified 2883 CpG sites differentially methylated, representing ~922 genes. Out of which 476 Differentially Methylated Positions (DMPs) were promoter-associated, 452 DMPs were hypermethylated, and 24 were hypomethylated. The region-level analysis identified 462 Differentially Methylated Regions (DMRs) corresponding to ~320 genes, of which ~281 genes were hypermethylated and ~ 40 genes were hypomethylated. TCGA analysis showed that some of the genes had been previously implicated in other cancers including stomach cancer. Five hypermethylated genes were selected as candidate genes for further investigations and they have shown to be novel and could serve as candidate hypermethylation biomarkers for stomach cancer in this particular ethnic group.
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Affiliation(s)
- F A Lamare
- Department of Zoology, North-Eastern Hill University (NEHU), Shillong, India
| | - S Khongsti
- Department of Zoology, North-Eastern Hill University (NEHU), Shillong, India
| | - L Marthong
- Department of Zoology, North-Eastern Hill University (NEHU), Shillong, India
| | - S Ghosh
- National Institute of Biomedical Genomics (NIBMG), Kalyani, West Bengal, India
| | | | - H Dkhar
- Nazareth Hospital, Shillong, India
| | - A Maitra
- National Institute of Biomedical Genomics (NIBMG), Kalyani, West Bengal, India
| | - S Ghosh
- Department of Zoology, North-Eastern Hill University (NEHU), Shillong, India.
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5
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Mirbagheri SZ, Bakhtiari R, Fakhre Yaseri H, Rahimi Foroushani A, Eshraghi SS, Alebouyeh M. Transcriptional alteration of genes linked to gastritis concerning Helicobacter pylori infection status and its virulence factors. Mol Biol Rep 2021; 48:6481-6489. [PMID: 34427890 DOI: 10.1007/s11033-021-06654-w] [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: 04/24/2021] [Accepted: 08/16/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Helicobacter pylori infection and heterogeneity in its pathogenesis could describe diversity in the expression of inflammatory genes in the gastric tissue. We aimed to investigate transcriptional alteration of genes linked to gastritis concerning the H. pylori infection status and its virulence factors. METHODS AND RESULTS Biopsy samples of 12 infected and 12 non-infected patients with H. pylori that showed moderate chronic gastritis were selected for transcriptional analysis. Genotyping of H. pylori strains was done using PCR and relative expression of inflammatory genes was compared between the infected and non-infected patients using relative quantitative real-time PCR. Positive correlations between transcriptional changes of IL8 with TNF-α and Noxo1 in the infected and TNF-α with Noxo1, MMP7, and Atp4A in the non-infected patients were detected. Six distinct genotypes of H. pylori were detected that showed no correlation with gender, ethnicity, age, endoscopic findings, and transcriptional levels of host genes. Irrespective of the characterized genotypes, our results showed overexpression of TNF-α, MMP7, Noxo1, and ATP4A in the infected and IL-8, Noxo1, and ATP4A in the non-infected patients. CONCLUSIONS A complexity in transcription of genes respective to the characterized H. pylori genotypes in the infected patients was detected in our study. The observed difference in co-regulation of genes linked to gastritis in the infected and non-infected patients proposed involvement of different regulatory pathways in the inflammation of the gastric tissue in the studied groups.
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Affiliation(s)
- Seyedeh Zohre Mirbagheri
- Department of Pathobiology, School of Public Health and Institute Health Research, Tehran University of Medical Sciences, Tehran, Iran
| | - Ronak Bakhtiari
- Department of Pathobiology, School of Public Health and Institute Health Research, Tehran University of Medical Sciences, Tehran, Iran.
| | - Hashem Fakhre Yaseri
- Gastrointestinal and Liver Diseases Research Center, Iran University of Medical Sciences, Tehran, Iran.,Gastroenterology, Firoozgar Hospital, Iran University of Medical Sciences, Tehran, Iran
| | - Abbas Rahimi Foroushani
- Department of Epidemiology and Biostatistics, School of Public Health and Institute Health Research, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyyed Saeed Eshraghi
- Department of Pathobiology, School of Public Health and Institute Health Research, Tehran University of Medical Sciences, Tehran, Iran
| | - Masoud Alebouyeh
- Pediatric Infections Research Centre, Research Institute for Children's Health, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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6
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Lu X, Liu Y, Zhang D, Liu K, Wang Q, Wang H. Determination of the panel of reference genes for quantitative real-time PCR in fetal and adult rat intestines. Reprod Toxicol 2021; 104:68-75. [PMID: 34242779 DOI: 10.1016/j.reprotox.2021.07.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 06/30/2021] [Accepted: 07/04/2021] [Indexed: 02/07/2023]
Abstract
In quantitative real-time PCR (qRT-PCR) detection, the stability of reference genes varies with different organs, tissue locations, sex and developmental stages. This study aimed to screen out and determine the optimal panel of reference genes of the intestine in pre- and post-natal rats of different sex. We used qRT-PCR to detect the mRNA expression of six commonly used reference genes (ACTB, GAPDH, HPRT1, B2M, RPLPO and SDHA) in rat intestines at gestational day 21 (GD21) and postnatal week 12 (PW12). Using GeNorm, BestKeeper and NormFinder software comprehensively analyzed the stability of candidate reference genes and screened out stable reference genes. Further, we used the pathological model of prenatal dexamethasone exposure (PDE) to verify the stability of the selected panel of reference genes. Based on the results of the software analysis, the optimal panel of reference genes in the fetal rat intestine was SDHA + ACTB, and the adult rat small intestine and colon were ACTB + HPRT1 and RPLP0 + GAPDH, respectively. There was no significant sex difference in the above results. Besides, in the PDE model, the results were consistent with those under physiological conditions. Therefore, the stability of intestinal reference genes in fetal rats and adult rats was different, and the intestinal reference genes of adult rats were intestinal segments-specific. The selected panel of reference genes was still stable under pathological conditions. This study determined the optimal panel of reference genes of pre- and post-natal rat intestines and provided reliable reference genes for the qRT-PCR analysis of rat intestines.
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Affiliation(s)
- Xiaoqian Lu
- Department of Pharmacology, Basic Medical School of Wuhan University, Wuhan, 430071, China
| | - Yi Liu
- Department of Pharmacology, Basic Medical School of Wuhan University, Wuhan, 430071, China
| | - Dingmei Zhang
- Department of Pharmacology, Basic Medical School of Wuhan University, Wuhan, 430071, China
| | - Kexin Liu
- Department of Pharmacology, Basic Medical School of Wuhan University, Wuhan, 430071, China
| | - Qian Wang
- Department of Pharmacology, Basic Medical School of Wuhan University, Wuhan, 430071, China
| | - Hui Wang
- Department of Pharmacology, Basic Medical School of Wuhan University, Wuhan, 430071, China; Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan, 430071, China.
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7
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Gaowa N, Li W, Gelsinger S, Murphy B, Li S. Analysis of Host Jejunum Transcriptome and Associated Microbial Community Structure Variation in Young Calves with Feed-Induced Acidosis. Metabolites 2021; 11:414. [PMID: 34201826 PMCID: PMC8303401 DOI: 10.3390/metabo11070414] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 06/15/2021] [Accepted: 06/15/2021] [Indexed: 12/05/2022] Open
Abstract
Diet-induced acidosis imposes a health risk to young calves. In this study, we aimed to investigate the host jejunum transcriptome changes, along with its microbial community variations, using our established model of feed-induced ruminal acidosis in young calves. Eight bull calves were randomly assigned to two diet treatments beginning at birth (a starch-rich diet, Aci; a control diet, Con). Whole-transcriptome RNA sequencing was performed on the jejunum tissues collected at 17 weeks of age. Ribosomal RNA reads were used for studying microbial community structure variations in the jejunum. A total of 853 differentially expressed genes were identified (402 upregulated and 451 downregulated) between the two groups. The cell cycle and the digestion and absorption of protein in jejunal tissue were affected by acidosis. Compared to the control, genera of Campylobacter, Burkholderia, Acidaminococcus, Corynebacterium, and Olsenella significantly increased in abundance in the Aci group, while Lachnoclostridium and Ruminococcus were significantly lower in the Aci group. Expression changes in the AXL gene were associated with the abundance variations of a high number of genera in jejunum. Our study provided a snapshot of the transcriptome changes in the jejunum and its associated meta-transcriptome changes in microbial communities in young calves with feed-induced acidosis.
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Affiliation(s)
- Naren Gaowa
- College of Animal Science and Technology, China Agricultural University, No.2 Yuanmingyuan West Road, Haidian, Beijing 100193, China;
| | - Wenli Li
- Cell Wall Biology and Utilization Research Unit, US Dairy Forage Research Center, Agricultural Research Service, US Department of Agriculture, 1925 Linden Drive, Madison, WI 53706, USA;
| | - Sonia Gelsinger
- Department of Dairy Science, University of Wisconsin-Madison, Madison, WI 53706, USA;
| | - Brianna Murphy
- Cell Wall Biology and Utilization Research Unit, US Dairy Forage Research Center, Agricultural Research Service, US Department of Agriculture, 1925 Linden Drive, Madison, WI 53706, USA;
| | - Shengli Li
- College of Animal Science and Technology, China Agricultural University, No.2 Yuanmingyuan West Road, Haidian, Beijing 100193, China;
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Li X, Mu J, Lin Y, Zhao J, Meng X. Combination of cyanidin-3-O-glucoside and cisplatin induces oxidative stress and apoptosis in HeLa cells by reducing activity of endogenous antioxidants, increasing bax/bcl-2 mRNA expression ratio, and downregulating Nrf2 expression. J Food Biochem 2021; 45:e13806. [PMID: 34080212 DOI: 10.1111/jfbc.13806] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 04/29/2021] [Accepted: 05/10/2021] [Indexed: 12/25/2022]
Abstract
Investigation on potentiation of existing drugs with natural compounds to enhance efficacy and reduce toxic effect of the drugs has been increasing in recent years. This paper reports cytotoxic effect (apoptosis-related and oxidative stress-related effect) of cyanidin-3-O-glucoside (C3G), cisplatin (DDP), and their combination (C3G-DDP) on cervical cancer HeLa cells. Concentration of intracellular reactive oxygen species (ROS) was determined by employing fluorescent marker 2',7'-dichlorodihydrofluorescein diacetate. On the other hand, malondialdehyde (MDA) and glutathione (GSH) concentration, and activity of superoxide dismutase (SOD), catalase (CAT), and glutathione peroxidase (GSH-Px) were quantitated by commercially available assay kits. C3G-DDP significantly inhibited the activity of SOD, CAT, and GSH-Px. Simultaneously, C3G-DDP reduced GSH concentration while increased the concentration of ROS and MDA. Moreover, Western blot analysis suggested that C3G-DDP significantly reduced the expression of nuclear factor erythroid 2-related factor-2 (Nrf2) and Nrf2 target proteins: heme oxygenase-1 (HO-1) and NAD(P)H quinone dehydrogenase 1 (NQO1). In contrast, C3G-DDP increased the expression of Keap1. Furthermore, C3G-DDP significantly upregulated and downregulated the mRNA expressions of bax and bcl-2, respectively, thereby increasing bax/bcl-2 mRNA expression ratio. Overall, our findings propose that potentiation of DDP with C3G improves cancer cell susceptibility, specifically cervical cancer cells, to DDP. PRACTICAL APPLICATIONS: Cisplatin is recommended by most medical oncologists worldwide to treat cancer. Despite its neoplastic efficacy, it has undesirable side effects including nausea, vomiting, nephrotoxicity, and hepatotoxicity. Natural biologically active food ingredients are suggested to be used as antioxidants along with DDP therapy to prevent cisplatin-induced toxicity. C3G-DDP protected HeLa cells from oxidative stress by reducing NQO1 and HO-1 levels and regulated the Nrf2 signaling pathway. In addition, C3G-DDP protected HeLa cells from oxidative stress-induced apoptosis by increasing bcl-2 levels and decreasing bax levels. These results expanded our understanding of the role of C3G in a cervical cancer cell model, and provided a potential new treatment strategy for this cancer, as well as a theoretical basis for the development of new drugs in the future.
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Affiliation(s)
- Xu Li
- College of Food Science, Shenyang Agricultural University, Shenyang, China.,Liaoning Vocational Technical College of Modern Service, Shenyang, China
| | - Jingjing Mu
- College of Food Science, Shenyang Agricultural University, Shenyang, China
| | - Yang Lin
- Liaoning Vocational Technical College of Modern Service, Shenyang, China
| | - Jin Zhao
- College of Food Science, Shenyang Agricultural University, Shenyang, China
| | - Xianjun Meng
- College of Food Science, Shenyang Agricultural University, Shenyang, China
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9
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Xia X, Liu Y, Liu L, Chen Y, Wang H. Selection and verification of the combination of reference genes for RT-qPCR analysis in rat adrenal gland development. J Steroid Biochem Mol Biol 2021; 208:105821. [PMID: 33465421 DOI: 10.1016/j.jsbmb.2021.105821] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 12/04/2020] [Accepted: 12/15/2020] [Indexed: 12/19/2022]
Abstract
Quantitative reverse transcription polymerase chain reaction (RT-qPCR) is commonly used for gene expression analysis, and the accuracy of its results depends greatly on chosen reference genes. Adrenal gland is the core of the occurrence and development of fetal-originated adult diseases. Its dysplasia or dysfunction may increase susceptibility to adult disease, which has apparent sex differences. To explore the optimal combination of reference genes for RT-qPCR in female and male rats adrenal development, we selected seven reference genes (GAPDH, β-actin, etc.), and use RT-qPCR to detect genes expression during different stages of rats adrenal development under physiological conditions. Then we analysed data using GeNorm, NormFinder and BestKeeper to select the optimal combination of reference genes. Further, we used the intrauterine growth retardation (IUGR) model of rat caused by prenatal caffeine exposure (PCE) to verify the stability and accuracy of the selected combination of reference genes under physiological conditions. The results showed that TBP + β-actin could be the optimal combination of reference genes for fetal rat adrenals under physiological conditions, without obvious sex differences. In infancy and adolescence, the optimal combination of reference genes for adrenals had sex differences, and females were GAPDH + β-actin, while males were GAPDH + SDHA. In PCE model, the optimal combination of reference genes was consistent with physiological conditions. Using combination of reference genes to analyze target genes can improve the accuracy of the results. In summary, this study provided reliable combination of reference genes for RT-qPCR and experimental supports for researches on adrenal development.
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Affiliation(s)
- Xuan Xia
- Department of Pharmacology, Wuhan University School of Basic Medical Sciences, Wuhan, 430071, China; Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan, 430071, China
| | - Yi Liu
- Department of Pharmacology, Wuhan University School of Basic Medical Sciences, Wuhan, 430071, China; Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan, 430071, China
| | - Liang Liu
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan, 430071, China; Department of Orthopedic Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China
| | - Yawen Chen
- Department of Pharmacology, Wuhan University School of Basic Medical Sciences, Wuhan, 430071, China; Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan, 430071, China
| | - Hui Wang
- Department of Pharmacology, Wuhan University School of Basic Medical Sciences, Wuhan, 430071, China; Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan, 430071, China.
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10
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Gaowa N, Li W, Murphy B, Cox MS. The Effects of Artificially Dosed Adult Rumen Contents on Abomasum Transcriptome and Associated Microbial Community Structure in Calves. Genes (Basel) 2021; 12:424. [PMID: 33809523 PMCID: PMC7999174 DOI: 10.3390/genes12030424] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 03/08/2021] [Accepted: 03/09/2021] [Indexed: 01/20/2023] Open
Abstract
This study aimed to investigate the changes in abomasum transcriptome and the associated microbial community structure in young calves with artificially dosed, adult rumen contents. Eight young bull calves were randomly dosed with freshly extracted rumen contents from an adult cow (high efficiency (HE), n = 4), or sterilized rumen content (Con, n = 4). The dosing was administered within 3 days of birth, then at 2, 4, and 6 weeks following the initial dosing. Abomasum tissues were collected immediately after sacrifice at 8 weeks of age. Five genera (Tannerella, Desulfovibrio, Deinococcus, Leptotrichia, and Eubacterium; p < 0.05) showed significant difference in abundance between the treatments. A total of 975 differentially expressed genes were identified (p < 0.05, fold-change > 1.5, mean read-counts > 5). Pathway analysis indicated that up-regulated genes were involved in immune system process and defense response to virus, while the down-regulated genes involved in ion transport, ATP biosynthetic process, and mitochondrial electron transport. Positive correlation (r > 0.7, p < 0.05) was observed between TRPM4 gene and Desulfovibrio, which was significantly higher in the HE group. TRPM4 had a reported role in the immune system process. In conclusion, the dosing of adult rumen contents to calves can alter not only the composition of active microorganisms in the abomasum but also the molecular mechanisms in the abomasum tissue, including reduced protease secretion and decreased hydrochloric acid secretion.
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Affiliation(s)
- Naren Gaowa
- State Key Laboratory of Animal Nutrition, Beijing Engineering Technology, Research Center of Raw Milk Quality and Safety Control, College of Animal Science and Technology, China Agricultural University, No.2 Yuanmingyuan West Road, Haidian, Beijing 100193, China;
| | - Wenli Li
- The Cell Wall Utilization and Biology Laboratory, USDA Agricultural Research Service, US Dairy Forage Research Center, Madison, WI 53706, USA;
| | - Brianna Murphy
- The Cell Wall Utilization and Biology Laboratory, USDA Agricultural Research Service, US Dairy Forage Research Center, Madison, WI 53706, USA;
| | - Madison S. Cox
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI 53706, USA;
- Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, WI 53706, USA
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11
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Wisnieski F, Geraldis JC, Santos LC, Leal MF, Calcagno DQ, Gigek CO, Chen ES, Anauate AC, Artigiani R, Demachki S, Assumpção PP, Lourenço LG, Arasaki CH, Krainer J, Pabinger S, Burbano RR, Smith MAC. Differential regulation of LRRC37A2 in gastric cancer by DNA methylation. Epigenetics 2021; 17:110-116. [PMID: 33491552 DOI: 10.1080/15592294.2021.1878724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Gastric cancer (GC) is one of the leading types of fatal cancer worldwide. Epigenetic manipulation of cancer cells is a useful tool to better understand gene expression regulatory mechanisms and contributes to the discovery of novel biomarkers. Our research group recently reported a list of 83 genes that are potentially modulated by DNA methylation in GC cell lines. Herein, we further explored the regulation of one of these genes, LRRC37A2, in clinical samples. LRRC37A2 expression was evaluated by RT-qPCR, and DNA methylation was studied using next-generation bisulphite sequencing in 36 GC and paired adjacent nonneoplastic tissue samples. We showed that both reduced LRRC37A2 mRNA levels and increased LRRC37A2 exon methylation were associated with undifferentiated and poorly differentiated tumours. Moreover, LRRC37A2 gene expression and methylation levels were inversely correlated at the +45 exon CpG site. We suggest that DNA hypermethylation may contribute to reducing LRRC37A2 expression in undifferentiated and poorly differentiated GC. Therefore, our results show how some genes may be useful to stratify patients who are more likely to benefit from epigenetic therapy.Abbreviations: AR: androgen receptor; 5-AZAdC: 5-aza-2'-deoxycytidine; B2M: beta-2-microglobulin; GAPDH: glyceraldehyde-3-phosphate dehydrogenase; GC: gastric cancer; GLM: general linear model; LRRC37A2: leucine-rich repeat containing 37 member A2; SD: standard deviation; TFII-I: general transcription factor II-I; TSS: transcription start site; XBP1: X-box binding protein 1.
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Affiliation(s)
- Fernanda Wisnieski
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil.,Disciplina de Gastroenterologia, Departamento de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Jaqueline Cruz Geraldis
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Leonardo Caires Santos
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Mariana Ferreira Leal
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil.,Universidade Federal do Pará, Belém, Brazil
| | | | | | - Elizabeth Suchi Chen
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Ana Carolina Anauate
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Ricardo Artigiani
- Departamento de Patologia, Universidade Federal de São Paulo, São Paulo, Brazil
| | | | | | - Laercio Gomes Lourenço
- Disciplina de Gastroenterologia Cirúrgica, Departamento de Cirurgia, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Carlos Haruo Arasaki
- Disciplina de Gastroenterologia Cirúrgica, Departamento de Cirurgia, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Julie Krainer
- Center for Health & Bioresources, Austrian Institute of Technology, Vienna, Austria
| | - Stephan Pabinger
- Center for Health & Bioresources, Austrian Institute of Technology, Vienna, Austria
| | - Rommel Rodriguez Burbano
- Universidade Federal do Pará, Belém, Brazil.,Laboratório de Biologia Molecular, Hospital Ophir Loyola, Belém, Brazil
| | - Marilia Arruda Cardoso Smith
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
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12
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Heitor da Silva Maués J, Ferreira Ribeiro H, de Maria Maués Sacramento R, Maia de Sousa R, Pereira de Tommaso R, Dourado Kovacs Machado Costa B, Cardoso Soares P, Pimentel Assumpção P, de Fátima Aquino Moreira-Nunes C, Mário Rodriguez Burbano R. Downregulated genes by silencing MYC pathway identified with RNA-SEQ analysis as potential prognostic biomarkers in gastric adenocarcinoma. Aging (Albany NY) 2020; 12:24651-24670. [PMID: 33351778 PMCID: PMC7803532 DOI: 10.18632/aging.202260] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2020] [Accepted: 10/31/2020] [Indexed: 12/24/2022]
Abstract
MYC overexpression is a common phenomenon in gastric carcinogenesis. In this study, we identified genes differentially expressed with a downregulated profile in gastric cancer (GC) cell lines with silenced MYC. The TTLL12, CDKN3, CDC16, PTPRA, MZT2B, UBE2T genes were validated using qRT-PCR, western blot and immunohistochemistry in tissues of 213 patients with diffuse and intestinal GC. We identified high levels of TTLL12, MZT2B, CDC16, UBE2T, associated with early and advanced stages, lymph nodes, distant metastases and risk factors such as H. pylori. Our results show that in the diffuse GC the overexpression of CDC16 and UBE2T indicate markers of poor prognosis higher than TTLL12. That is, patients with overexpression of these two genes live less than patients with overexpression of TTLL12. In the intestinal GC, patients who overexpressed CDC16 had a significantly lower survival rate than patients who overexpressed MZT2B and UBE2T, indicating in our data a worse prognostic value of CDC16 compared to the other two genes. PTPRA and CDKN3 proved to be important for assessing tumor progression in the early and advanced stages. In summary, in this study, we identified diagnostic and prognostic biomarkers of GC under the control of MYC, related to the cell cycle and the neoplastic process.
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Affiliation(s)
- Jersey Heitor da Silva Maués
- Laboratory of Human Cytogenetics, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, PA, Brazil
- Laboratory of Molecular Biology, Ophir Loyola Hospital, Belém, Belém 66063-240, PA, Brazil
| | - Helem Ferreira Ribeiro
- Laboratory of Human Cytogenetics, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, PA, Brazil
- Center of Biological and Health Sciences, Department of Biomedicine, University of Amazon, Belém 66060-000, PA, Brazil
| | | | - Rafael Maia de Sousa
- Laboratory of Molecular Biology, Ophir Loyola Hospital, Belém, Belém 66063-240, PA, Brazil
| | | | | | - Paulo Cardoso Soares
- Laboratory of Molecular Biology, Ophir Loyola Hospital, Belém, Belém 66063-240, PA, Brazil
| | - Paulo Pimentel Assumpção
- Oncology Research Nucleus, University Hospital João de Barros Barreto, Federal University of Pará, Belém 66073-000, PA, Brazil
| | | | - Rommel Mário Rodriguez Burbano
- Laboratory of Human Cytogenetics, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, PA, Brazil
- Laboratory of Molecular Biology, Ophir Loyola Hospital, Belém, Belém 66063-240, PA, Brazil
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13
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Tian J, Si X, Wang Y, Gong E, Xie X, Zhang Y, Shu C, Li B. Cyanidin-3-O-glucoside protects human gastric epithelial cells against Helicobacter pylori lipopolysaccharide-induced disorders by modulating TLR-mediated NF-κB pathway. J Funct Foods 2020. [DOI: 10.1016/j.jff.2020.103899] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
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14
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Wisnieski F, Santos LC, Calcagno DQ, Geraldis JC, Gigek CO, Anauate AC, Chen ES, Rasmussen LT, Payão SLM, Artigiani R, Demachki S, Assumpção PP, Lourenço LG, Arasaki CH, Pabinger S, Krainer J, Leal MF, Burbano RR, Arruda Cardoso Smith M. The impact of DNA demethylation on the upregulation of the NRN1 and TNFAIP3 genes associated with advanced gastric cancer. J Mol Med (Berl) 2020; 98:707-717. [PMID: 32285140 DOI: 10.1007/s00109-020-01902-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Revised: 03/10/2020] [Accepted: 03/18/2020] [Indexed: 12/24/2022]
Abstract
Gastric cancer (GC) is the third leading cause of cancer-related death worldwide. Very few therapeutic options are currently available in this neoplasia. The use of 5-Aza-2'-deoxycytidine (5-AZAdC) was approved for the treatment of myelodysplastic syndromes, and this drug can treat solid tumours at low doses. Epigenetic manipulation of GC cell lines is a useful tool to better understand gene expression regulatory mechanisms for clinical applications. Therefore, we compared the gene expression profile of 5-AZAdC-treated and untreated GC cell lines by a microarray assay. Among the genes identified in this analysis, we selected NRN1 and TNFAIP3 to be evaluated for gene expression by RT-qPCR and DNA methylation by bisulfite DNA next-generation sequencing in 43 and 52 pairs of GC and adjacent non-neoplastic tissue samples, respectively. We identified 83 candidate genes modulated by DNA methylation in GC cell lines. Increased expression of NRN1 and TNFAIP3 was associated with advanced tumours (P < 0.05). We showed that increased NRN1 and TNFAIP3 expression seems to be regulated by DNA demethylation in GC samples: inverse correlations between the mRNA and DNA methylation levels in the promoter of NRN1 (P < 0.05) and the intron of TNFAIP3 (P < 0.05) were detected. Reduced NRN1 promoter methylation was associated with III/IV TNM stage tumours (P = 0.03) and the presence of Helicobacter pylori infection (P = 0.02). The identification of demethylated activated genes in GC may be useful in clinical practice, stratifying patients who are less likely to benefit from 5-AZAdC-based therapies. KEY MESSAGES: Higher expression of NRN1 and TNFAIP3 is associated with advanced gastric cancer (GC). NRN1 promoter hypomethylation contributes to gene upregulation in advanced GC. TNFAIP3 intronic-specific CpG site demethylation contributes to gene upregulation in GC. These findings may be useful to stratify GC patients who are less likely to benefit from DNA demethylating-based therapies.
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Affiliation(s)
- Fernanda Wisnieski
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, São Paulo, 04023900, Brazil. .,Disciplina de Gastroenterologia, Departamento de Medicina, Universidade Federal de São Paulo, Rua Loefgreen, 1726, São Paulo, São Paulo, 04040002, Brazil.
| | - Leonardo Caires Santos
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, São Paulo, 04023900, Brazil
| | - Danielle Queiroz Calcagno
- Programa de Pós-graduação em Oncologia e Ciências Médicas, Universidade Federal do Pará, Rua dos Mundurucus, 4487, Belém, Pará, 66073-000, Brazil
| | - Jaqueline Cruz Geraldis
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, São Paulo, 04023900, Brazil
| | - Carolina Oliveira Gigek
- Departamento de Patologia, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, São Paulo, 04023900, Brazil
| | - Ana Carolina Anauate
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, São Paulo, 04023900, Brazil
| | - Elizabeth Suchi Chen
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, São Paulo, 04023900, Brazil
| | - Lucas Trevizani Rasmussen
- Disciplina de Genética, Hemocentro da Faculdade de Medicina de Marília, Rua Lourival Freire, 240, Marília, São Paulo, 17519-050, Brazil
| | - Spencer Luiz Marques Payão
- Disciplina de Genética, Hemocentro da Faculdade de Medicina de Marília, Rua Lourival Freire, 240, Marília, São Paulo, 17519-050, Brazil
| | - Ricardo Artigiani
- Departamento de Patologia, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, São Paulo, 04023900, Brazil
| | - Samia Demachki
- Programa de Pós-graduação em Oncologia e Ciências Médicas, Universidade Federal do Pará, Rua dos Mundurucus, 4487, Belém, Pará, 66073-000, Brazil
| | - Paulo Pimentel Assumpção
- Programa de Pós-graduação em Oncologia e Ciências Médicas, Universidade Federal do Pará, Rua dos Mundurucus, 4487, Belém, Pará, 66073-000, Brazil
| | - Laercio Gomes Lourenço
- Disciplina de Gastroenterologia Cirúrgica, Departamento de Cirurgia, Universidade Federal de São Paulo, R. Napoleão de Barros, 715, São Paulo, 04024002, Brazil
| | - Carlos Haruo Arasaki
- Disciplina de Gastroenterologia Cirúrgica, Departamento de Cirurgia, Universidade Federal de São Paulo, R. Napoleão de Barros, 715, São Paulo, 04024002, Brazil
| | - Stephan Pabinger
- Austrian Institute of Technology, Center for Health & Bioresources, Molecular Diagnostics, Giefinggasse 4, 1210, Vienna, Austria
| | - Julie Krainer
- Austrian Institute of Technology, Center for Health & Bioresources, Molecular Diagnostics, Giefinggasse 4, 1210, Vienna, Austria
| | - Mariana Ferreira Leal
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, São Paulo, 04023900, Brazil.,Programa de Pós-graduação em Oncologia e Ciências Médicas, Universidade Federal do Pará, Rua dos Mundurucus, 4487, Belém, Pará, 66073-000, Brazil
| | - Rommel Rodriguez Burbano
- Programa de Pós-graduação em Oncologia e Ciências Médicas, Universidade Federal do Pará, Rua dos Mundurucus, 4487, Belém, Pará, 66073-000, Brazil.,Laboratório de Biologia Molecular, Hospital Ophir Loyola, Avenida Governador Magalhães, 992, Belém, 66063-240, Brazil
| | - Marilia Arruda Cardoso Smith
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, São Paulo, 04023900, Brazil.
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15
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El Hajj R, Bou Youness H, Lachaud L, Bastien P, Masquefa C, Bonnet PA, El Hajj H, Khalifeh I. EAPB0503: An Imiquimod analog with potent in vitro activity against cutaneous leishmaniasis caused by Leishmania major and Leishmania tropica. PLoS Negl Trop Dis 2018; 12:e0006854. [PMID: 30462645 PMCID: PMC6248897 DOI: 10.1371/journal.pntd.0006854] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Accepted: 09/18/2018] [Indexed: 12/16/2022] Open
Abstract
Cutaneous Leishmaniasis (CL) is a parasitic infection classified by the WHO as one of the most uncontrolled spreading neglected diseases. Syria is endemic for Leishmania tropica and Leishmania major, causing CL in the Eastern Mediterranean. The large-scale displacement of Syrian refugees exacerbated the spread of CL into neighboring countries. Therapeutic interventions against CL include local, systemic and physical treatments. The high risk for drug-resistance to current treatments stresses the need for new therapies. Imiquimod is an immunomodulatory drug with a tested efficacy against L. major species. Yet, Imiquimod efficacy against L. tropica and the molecular mechanisms dictating its potency are still underexplored. In this study, we characterized the effect of Imiquimod against L. tropica and L. major, and characterized the molecular mechanisms dictating its anti-leishmanial efficacy against both strains. We also investigated the potency and molecular mechanisms of an Imiquimod analog, EAPB0503, against these two strains. We have tested the effect of Imiquimod and EAPB0503 on macrophages infected with either L. major, L. tropica strains, or patient-derived freshly isolated L. tropica parasites. The anti-amastigote activity of either drugs was assessed by quantitative real time PCR (RT-PCR) using kinetoplast specific primers, confocal microscopy using the Glycoprotein 63 (Gp63) Leishmania amastigote antibody or by histology staining. The mechanism of action of either drugs on the canonical nuclear factor kappa- B (NF-κB) pathway was determined by western blot, and confocal microscopy. The immune production of cytokines upon treatment of infected macrophages with either drugs was assessed by ELISA. Both drugs reduced amastigote replication. EAPB0503 proved more potent, particularly on the wild type L. tropica amastigotes. Toll-Like Receptor-7 was upregulated, mainly by Imiquimod, and to a lesser extent by EAPB0503. Both drugs activated the NF-κB canonical pathway triggering an immune response and i-NOS upregulation in infected macrophages. Our findings establish Imiquimod as a strong candidate for treating L. tropica and show the higher potency of its analog EAPB0503 against CL. Cutaneous Leishmaniasis (CL) is a parasitic infection caused by Leishmania (L.) parasites. In the Old World and the Near East, CL is mainly caused by L. major and L. tropica. The ongoing Syrian war and the resulting massive population displacement led to an alarming increase in the incidence of CL, in Syria and its surrounding countries. Current therapies against CL lead to partial or complete cure in L. major infections but are less effective against L. tropica. These therapies associate with several limitations, including patients’age, immune system, repetitive painful injections, high cost, poor availability, and mainly systemic toxicity. Therefore, it is of high interest to seek for novel drugs against CL. We assessed the activity of an immunomodulatory drug and its analog against L. major and L. tropica parasites and showed their potency. Importantly, the analog proved more efficient against the wild type L. tropica strain. These results highlight the promising efficacy of immuno-modulatory drugs against CL.
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Affiliation(s)
- Rana El Hajj
- Department of Pathology and Laboratory Medicine, American University of Beirut, Beirut, Lebanon
| | - Hanady Bou Youness
- Department of Pathology and Laboratory Medicine, American University of Beirut, Beirut, Lebanon
| | - Laurence Lachaud
- Centre Hospitalo-Universitaire, Université de Montpellier, Montpellier, France
| | - Patrick Bastien
- Centre Hospitalo-Universitaire, Université de Montpellier, Montpellier, France
| | - Carine Masquefa
- Faculté de Pharmacie, Université de Montpellier, Montpellier, France
| | | | - Hiba El Hajj
- Department of Pathology and Laboratory Medicine, American University of Beirut, Beirut, Lebanon
- * E-mail: (HEH); (IK)
| | - Ibrahim Khalifeh
- Department of Pathology and Laboratory Medicine, American University of Beirut, Beirut, Lebanon
- * E-mail: (HEH); (IK)
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16
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Gastric Cancer Cell Lines Have Different MYC-Regulated Expression Patterns but Share a Common Core of Altered Genes. Can J Gastroenterol Hepatol 2018; 2018:5804376. [PMID: 30410872 PMCID: PMC6206580 DOI: 10.1155/2018/5804376] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Revised: 09/12/2018] [Accepted: 09/23/2018] [Indexed: 12/15/2022] Open
Abstract
MYC is an oncogene responsible for excessive cell growth in cancer, enabling transcriptional activation of genes involved in cell cycle regulation, metabolism, and apoptosis, and is usually overexpressed in gastric cancer (GC). By using siRNA and Next-Generation Sequencing (NGS), we identified MYC-regulated differentially expressed Genes (DEGs) in three Brazilian gastric cancer cell lines representing the histological subtypes of GC (diffuse, intestinal, and metastasis). The DEGs were picked using Sailfish software, followed by Gene Set Enrichment Analysis (GSEA) and Kyoto Encyclopedia of Gene and Genome (KEGG) pathway analysis using KEGG. We found 11 significantly enriched gene sets by using enrichment score (ES), False Discovery Rate (FDR), and nominal P-values. We identified a total of 5.471 DEGs with correlation over (80%). In diffuse-type and in metastatic GC cell lines, MYC-silencing caused DEGs downregulation, while the intestinal-type GC cells presented overall DEGs upregulation after MYC siRNA depletion. We were able to detect 11 significant gene sets when comparing our samples to the hallmark collection of gene expression, enriched mostly for the following hallmarks: proliferation, pathway, signaling, metabolic, and DNA damage response. When we analyzed our DEGs considering KEGG metabolic pathways, we found 12 common branches covering a wide range of biological functions, and three of them were common to all three cell lines: ubiquitin-mediated proteolysis, ribosomes, and system and epithelial cell signaling in Helicobacter pylori infection. The GC cell lines used in this study share 14 MYC-regulated genes, but their gene expression profile is different for each histological subtype of GC. Our results present a computational analysis of MYC-related signatures in GC, and we present evidence that GC cell lines representing distinct histological subtypes of this disease have different MYC-regulated expression profiles but share a common core of altered genes. This is an important step towards the understanding of MYC's role in gastric carcinogenesis and an indication of probable new drug targets in stomach cancer.
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17
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YWHAE silencing induces cell proliferation, invasion and migration through the up-regulation of CDC25B and MYC in gastric cancer cells: new insights about YWHAE role in the tumor development and metastasis process. Oncotarget 2018; 7:85393-85410. [PMID: 27863420 PMCID: PMC5356744 DOI: 10.18632/oncotarget.13381] [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] [Received: 07/10/2016] [Accepted: 10/27/2016] [Indexed: 12/16/2022] Open
Abstract
We previously observed reduced YWHAE (14-3-3ε) protein expression in a small set of gastric cancer samples. YWHAE may act as a negative regulator of the cyclin CDC25B, which is a transcriptional target of MYC oncogene. The understanding of YWHAE role and its targets is important for the better knowledge of gastric carcinogenesis. Thus, we aimed to evaluate the relationship among YWHAE, CDC25B, and MYC in vitro and in vivo. For this, we analyzed the YWHAE, CDC25B, and MYC expression in YWHA-silenced, CDC25B-silenced, and MYC-silenced gastric cancer cell lines, as well as in gastric cancer and non-neoplastic gastric samples. In gastric cancer cell lines, YWHAE was able to inhibit the cell proliferation, invasion and migration through the reduction of MYC and CDC25B expression. Conversely, MYC induced the cell proliferation, invasion and migration through the induction of CDC25B and the reduction of YWHAE. Most of the tumors presented reduced YWHAE and increased CDC25B expression, which seems to be important for tumor development. Increased MYC expression was a common finding in gastric cancer and has a role in poor prognosis. In the tumor initiation, the opposite role of YWHAE and CDC25B in gastric carcinogenesis seems to be independent of MYC expression. However, the inversely correlation between YWHAE and MYC expression seems to be important for gastric cancer cells invasion and migration. The interaction between YWHAE and MYC and the activation of the pathways related to this interaction play a role in the metastasis process.
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18
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Anauate AC, Leal MF, Wisnieski F, Santos LC, Gigek CO, Chen ES, Geraldis JC, Calcagno DQ, Assumpção PP, Demachki S, Arasaki CH, Lourenço LG, Artigiani R, Burbano RR, Smith MAC. Identification of suitable reference genes for miRNA expression normalization in gastric cancer. Gene 2017; 621:59-68. [PMID: 28411081 DOI: 10.1016/j.gene.2017.04.016] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Revised: 03/28/2017] [Accepted: 04/10/2017] [Indexed: 12/13/2022]
Affiliation(s)
- Ana Carolina Anauate
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Mariana Ferreira Leal
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil; Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, Brazil; Núcleo de Pesquisas em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém, Brazil
| | - Fernanda Wisnieski
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Leonardo Caires Santos
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Carolina Oliveira Gigek
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil; Disciplina de Gastroenterologia Cirúrgica, Departamento de Cirurgia, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Elizabeth Suchi Chen
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Jaqueline Cruz Geraldis
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Danielle Queiroz Calcagno
- Núcleo de Pesquisas em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém, Brazil
| | - Paulo Pimentel Assumpção
- Núcleo de Pesquisas em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém, Brazil
| | - Samia Demachki
- Núcleo de Pesquisas em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém, Brazil
| | - Carlos Haruo Arasaki
- Disciplina de Gastroenterologia Cirúrgica, Departamento de Cirurgia, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Laércio Gomes Lourenço
- Disciplina de Gastroenterologia Cirúrgica, Departamento de Cirurgia, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Ricardo Artigiani
- Departamento de Patologia, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Rommel Rodríguez Burbano
- Núcleo de Pesquisas em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém, Brazil; Laboratório de Citogenética Humana, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil; Laboratório de Biologia Molecular, Hospital Ophir Loyola, Belém, Brazil
| | - Marília Arruda Cardoso Smith
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil.
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Wang X, Liu X, Liu C, Ren M, Gao S, Zhao G, Zhang T, Yang Q. Validation of reference genes for the normalization of RT-qPCR expression studies in human tongue carcinoma cell lines and tissue. Oncol Lett 2017; 13:3951-3957. [PMID: 28521492 DOI: 10.3892/ol.2017.5887] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Accepted: 02/03/2017] [Indexed: 11/06/2022] Open
Abstract
Reverse transcription quantitative polymerase chain reaction (RT-qPCR) has become a frequently used strategy in gene expression studies. The relative quantification method is an important and commonly used method for the evaluation of RT-qPCR data. The key aim of this method is to identify an applicable internal reference gene. However, there are currently no data concerning the expression of reference genes for gene analysis in human tongue carcinoma cell lines and tissues. In the present study, screening was performed using 12 common reference genes, which were selected in order to provide an experimental basis for the investigation of gene expression in human tongue carcinoma. Tca-8113 and CAL-27 cell lines and a total of 8 tongue carcinoma tissue samples were investigated. The gene expression stability and the applicability of the 12 reference gene candidates were determined using the geNorm, NormFinder and BestKeeper software programs. The results from the three software programs were demonstrated to be variable following comparison. The recommended combinations were 5'-aminolevulinate synthase 1 + glucuronidase β + ribosomal protein L29 (RPL29) for the cell line + tissue group, β-2-microglobulin + RPL29 for the cell line group and peptidylprolyl isomerase A + hydroxymethylbilane synthase + RPL29 for the tissue group. These recommended internal reference genes may improve the accuracy of relative quantitation analysis of target gene expression performed by the RT-qPCR method in further gene expression research on human tongue carcinoma.
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Affiliation(s)
- Xiaofeng Wang
- Stomatology Department, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Xin Liu
- Stomatology Department, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Cong Liu
- Stomatology Department, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Ming Ren
- Institute of Orthopedics, Second Hospital, Jilin University, Changchun, Jilin 130041, P.R. China
| | - Sujie Gao
- Anesthesiology Department, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Guanjie Zhao
- Nephrology Department, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Tianfu Zhang
- Stomatology Department, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Qiwei Yang
- Institute of Orthopedics, Second Hospital, Jilin University, Changchun, Jilin 130041, P.R. China.,Central Laboratory, Second Hospital, Jilin University, Changchun, Jilin 130041, P.R. China
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20
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REN M, YANG Q, SONG Y, WANG A, WANG Q, WANG X, HAO S, WANG Z, DU Z, ZHANG G, WANG J. Reference gene expression in human osteosarcoma cell lines treated by EGB and CTX. Turk J Biol 2017. [DOI: 10.3906/biy-1607-15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
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21
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Wang X, He J, Wang W, Ren M, Gao S, Zhao G, Wang J, Yang Q. Validation of internal reference genes for relative quantitation studies of gene expression in human laryngeal cancer. PeerJ 2016; 4:e2763. [PMID: 27957397 PMCID: PMC5149058 DOI: 10.7717/peerj.2763] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Accepted: 11/04/2016] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND The aim of this study was to determine the expression stabilities of 12 common internal reference genes for the relative quantitation analysis of target gene expression performed by reverse transcription real-time quantitative polymerase chain reaction (RT-qPCR) in human laryngeal cancer. METHODS Hep-2 cells and 14 laryngeal cancer tissue samples were investigated. The expression characteristics of 12 internal reference gene candidates (18S rRNA, GAPDH, ACTB, HPRT1, RPL29, HMBS, PPIA, ALAS1, TBP, PUM1, GUSB, and B2M) were assessed by RT-qPCR. The data were analyzed by three commonly used software programs: geNorm, NormFinder, and BestKeeper. RESULTS The use of the combination of four internal reference genes was more appropriate than the use of a single internal reference gene. The optimal combination was PPIA + GUSB + RPL29 + HPRT1 for both the cell line and tissues; while the most appropriate combination was GUSB + RPL29 + HPRT1 + HMBS for the tissues. CONCLUSIONS Our recommended internal reference genes may improve the accuracy of relative quantitation analysis of target gene expression performed by the RT-qPCR method in further gene expression research on laryngeal tumors.
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Affiliation(s)
- Xiaofeng Wang
- Department of Stomatology, China-Japan Union Hospital, Jilin University , Changchun , China
| | - Jinting He
- Department of Neurology, China-Japan Union Hospital, Jilin University , Changchun , China
| | - Wei Wang
- Department of Stomatology, China-Japan Union Hospital, Jilin University , Changchun , China
| | - Ming Ren
- Department of Orthopedics, Second Hospital, Jilin University , Changchun , China
| | - Sujie Gao
- Department of Anesthesiology, China-Japan Union Hospital, Jilin University , Changchun , China
| | - Guanjie Zhao
- Department of Nephrology, China-Japan Union Hospital, Jilin University , Changchun , China
| | - Jincheng Wang
- Department of Orthopedics, Second Hospital, Jilin University , Changchun , China
| | - Qiwei Yang
- Department of Orthopedics, Second Hospital, Jilin University, Changchun, China; Central Laboratory of Second Hospital, Jilin University, Changchun, China
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22
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Wisnieski F, Leal MF, Calcagno DQ, Santos LC, Gigek CO, Chen ES, Artigiani R, Demachki S, Assumpção PP, Lourenço LG, Burbano RR, Smith MC. BMP8B Is a Tumor Suppressor Gene Regulated by Histone Acetylation in Gastric Cancer. J Cell Biochem 2016; 118:869-877. [PMID: 27748538 DOI: 10.1002/jcb.25766] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Accepted: 10/14/2016] [Indexed: 12/13/2022]
Abstract
Different from genetic alterations, the reversible nature of epigenetic modifications provides an interesting opportunity for the development of clinically relevant therapeutics in different tumors. In this study, we aimed to screen and validate candidate genes regulated by the epigenetic marker associated with transcriptional activation, histone acetylation, in gastric cancer (GC). We first compared gene expression profile of trichostatin A-treated and control GC cell lines using microarray assay. Among the 55 differentially expressed genes identified in this analysis, we chose the up-regulated genes BMP8B and BAMBI for further analyses, that included mRNA and histone acetylation quantification in paired GC and nontumor tissue samples. BMP8B expression was reduced in GC compared to nontumor samples (P < 0.01). In addition, reduced BMP8B expression was associated with poorly differentiated GC (P = 0.02). No differences or histopathological associations were identified concerning BAMBI expression. Furthermore, acetylated H3K9 and H4K16 levels at BMP8B were increased in GC compared to nontumors (P < 0.05). However, reduced levels of acetylated H3K9 and H4K16 were associated with poorly differentiated GC (P < 0.05). Reduced levels of acetylated H3K9 was also associated with diffuse-type histological GC (P < 0.05). Notably, reduced BMP8B mRNA and acetylated H4K16 levels were positively correlated in poorly differentiated GC (P < 0.05). Our study demonstrated that BMP8B seems to be a tumor suppressor gene regulated by H4K16 acetylation in poorly differentiated GC. Therefore, BMP8B may be a potential target for TSA-based therapies in this GC sample subset. J. Cell. Biochem. 118: 869-877, 2017. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Fernanda Wisnieski
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo 04023900, São Paulo, Brazil
| | - Mariana Ferreira Leal
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo 04023900, São Paulo, Brazil.,Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, Rua Borges Lagoa, 783, São Paulo 04038032, São Paulo, Brazil
| | - Danielle Queiroz Calcagno
- Núcleo de Pesquisas em Oncologia, Hospital João de Barros Barreto, Universidade Federal do Pará, Avenida Mundurucus, 4487, Belém 66073000, Pará, Brazil
| | - Leonardo Caires Santos
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo 04023900, São Paulo, Brazil
| | - Carolina Oliveira Gigek
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo 04023900, São Paulo, Brazil.,Disciplina de Gastroenterologia Cirúrgica, Departamento de Cirurgia, Universidade Federal de São Paulo, Rua Napoleão de Barros, 715, São Paulo 04024002, São Paulo, Brazil
| | - Elizabeth Suchi Chen
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo 04023900, São Paulo, Brazil
| | - Ricardo Artigiani
- Departamento de Patologia, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo 04023000, São Paulo, Brazil
| | - Sâmia Demachki
- Núcleo de Pesquisas em Oncologia, Hospital João de Barros Barreto, Universidade Federal do Pará, Avenida Mundurucus, 4487, Belém 66073000, Pará, Brazil
| | - Paulo Pimentel Assumpção
- Núcleo de Pesquisas em Oncologia, Hospital João de Barros Barreto, Universidade Federal do Pará, Avenida Mundurucus, 4487, Belém 66073000, Pará, Brazil
| | - Laércio Gomes Lourenço
- Disciplina de Gastroenterologia Cirúrgica, Departamento de Cirurgia, Universidade Federal de São Paulo, Rua Napoleão de Barros, 715, São Paulo 04024002, São Paulo, Brazil
| | - Rommel Rodríguez Burbano
- Laboratório de Citogenética Humana, Instituto de Ciências Biológicas, Universidade Federal do Pará, Rua Augusto Correia, 01, Belém 66075110, Pará, Brazil
| | - Marília Cardoso Smith
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo 04023900, São Paulo, Brazil
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23
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Effect of Helicobacter pylori on NFKB1, p38α and TNF-α mRNA expression levels in human gastric mucosa. Exp Ther Med 2016; 11:2365-2372. [PMID: 27284322 DOI: 10.3892/etm.2016.3213] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2015] [Accepted: 02/11/2016] [Indexed: 12/13/2022] Open
Abstract
Helicobacter pylori infects ~50% of the world population, causing chronic gastritis and other forms of cellular damage. The present study assessed the influence of H. pylori on the mRNA expression levels of nuclear factor-κB1 (NFKB1), p38α and tumor necrosis factor-α (TNF-α) in human gastric mucosa in a southern Brazilian population. Human gastric tissue was collected by upper endoscopy and H. pylori diagnosis was performed using a rapid urease test and histological analysis. Total RNA was extracted and purified for subsequent cDNA synthesis and analysis by quantitative polymerase chain reaction (qPCR). The gastric tissue samples were divided into four groups as follows: Normal, inactive chronic gastritis, active chronic gastritis and intestinal metaplasia. The SDHA gene was classified as the most stable when compared with ACTB, GAPDH, B2M and HPRT1 genes, and was therefore selected as the reference gene for qPCR data normalization. TNF-α mRNA expression was significantly higher in samples that were positive for H. pylori and with active chronic gastritis. However, no difference was detected in the mRNA expression levels of NFKB1 and p38α between the groups. The present study concluded that the presence of H. pylori is associated with TNF-α upregulation in human gastric mucosa, but had no effect on NFKB1 and p38α mRNA expression levels.
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24
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Choudhary R, Kumar S, Singh SV, Sharma AK, Goud TS, Srivastava AK, Kumar A, Mohanty AK, Upadhyay RC. Validation of putative reference genes for gene expression studies in heat stressed and α-MSH treated melanocyte cells of Bos indicus using real-time quantitative PCR. Mol Cell Probes 2016; 30:161-7. [PMID: 26971673 DOI: 10.1016/j.mcp.2016.03.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2015] [Revised: 03/07/2016] [Accepted: 03/07/2016] [Indexed: 01/23/2023]
Abstract
Normalization of cellular mRNA data using internal reference gene (IRG) is an essential step in expression analysis studies. MIQE guidelines ensure that the choice and appropriateness of IRG should be validated for particular tissues or cell types and specific experimental designs. The objective of the present study was to assess 15 IRGs from different functional classes that could serve as best IRGs for Bos indicus (Tharparkar cattle) melanocyte cells under heat stress and hormonal treatment. We implemented the use of geNorm, NormFinder and BestKeeper algorithm to measure the stability of the gene transcript. A total of 15 IRGs (ACTB, BZM, EEF1, GAPDH, GTP, HMBS, HPRT, RPL22, RPL4, RPS15, RPS18, RPS23, RPS9, UBC and UXT) from different functional classes were evaluated. Pair wise comparisons using geNorm revealed that HPRT and RPS23 were the most stable combination of IRGs with M-value of 0.29 followed by UXT (0.30) and RPL4 (0.31). The NormFinder analysis also identified the same set of stably expressed genes (UXT, RPL4, RPS23 and HPRT); however, the rank order was little different. The UXT gene showed lowest crossing point SD and CV values of 0.30 and 1.17, respectively indicating its maximum expression stability through BestKeeper analysis. The present study indicated that, ACTB and HMB were not reliable IRGs for melanocytes cells on account of their lower expression stability. Current study further revealed that UXT, HPRT and RPS23 are the best IRGs for normalization of qPCR data in Bos indicus melanocyte cells under heat stress and hormonal treatment.
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Affiliation(s)
- Renuka Choudhary
- Climate Resilient Livestock Research Centre, National Dairy Research Institute, Karnal 132001, Haryana, India; Department of Biotechnology, Maharishi Markandeshwar University, Mullana 133207, Haryana, India.
| | - Sudarshan Kumar
- Animal Biotechnology Centre, National Dairy Research Institute, Karnal 132001, Haryana, India.
| | - Sohan V Singh
- Climate Resilient Livestock Research Centre, National Dairy Research Institute, Karnal 132001, Haryana, India.
| | - Anil K Sharma
- Department of Biotechnology, Maharishi Markandeshwar University, Mullana 133207, Haryana, India.
| | - Talla Sridhar Goud
- Climate Resilient Livestock Research Centre, National Dairy Research Institute, Karnal 132001, Haryana, India.
| | - Amrendra K Srivastava
- Climate Resilient Livestock Research Centre, National Dairy Research Institute, Karnal 132001, Haryana, India.
| | - Anil Kumar
- Climate Resilient Livestock Research Centre, National Dairy Research Institute, Karnal 132001, Haryana, India.
| | - Ashok K Mohanty
- Animal Biotechnology Centre, National Dairy Research Institute, Karnal 132001, Haryana, India.
| | - Ramesh C Upadhyay
- Climate Resilient Livestock Research Centre, National Dairy Research Institute, Karnal 132001, Haryana, India.
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25
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Leal MF, Arliani GG, Astur DC, Franciozi CE, Debieux P, Andreoli CV, Smith MC, Pochini ADC, Ejnisman B, Cohen M. Comprehensive selection of reference genes for expression studies in meniscus injury using quantitative real-time PCR. Gene 2016; 584:60-68. [PMID: 26968891 DOI: 10.1016/j.gene.2016.03.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2015] [Revised: 02/11/2016] [Accepted: 03/04/2016] [Indexed: 11/29/2022]
Abstract
The meniscus plays critical roles in the knee function. Meniscal tears can lead to knee osteoarthritis. Gene expression analysis may be a useful tool for understanding meniscus tears, and reverse-transcription quantitative polymerase chain reaction (RT-qPCR) has become an effective method for such studies. However, this technique requires the use of suitable reference genes for data normalization. We evaluated the suitability of six reference genes (18S, ACTB, B2M, GAPDH, HPRT1 and TBP) using meniscus samples of (1) 19 patients with isolated meniscal tears, (2) 20 patients with meniscal tears and combined anterior cruciate ligament injury (ACL), and (3) 11 controls without meniscal tears. The stability of the candidate reference genes was determined using the NormFinder, geNorm, BestKeeper DataAssist and RefFinder software packages and comparative ΔCt method. Overall, HPRT1 was the best single reference gene. However, GenEx software demonstrated that two or more reference genes should be used for gene expression normalization, which was confirmed when we evaluated TGFβR1 expression using several reference gene combinations. HPRT1+TBP was the most frequently identified pair from the analysis of samples of (1) meniscal tear samples of patients with a concomitant ACL tears, (2) all meniscal tears, and (3) all samples. HPRT1+GAPDH was the most frequently identified pair from the analysis of samples of isolated meniscal tear samples and controls. In the analysis involving only controls, GAPDH+18S was the most frequently identified pair. In the analysis of only isolated meniscal tear samples and in the analysis of meniscal tear samples of patients with concomitant ACL tears and controls, both HPRT1+TBP and HPRT1+GAPDH were identified as suitable pairs. If the gene expression study aims to compare non-injured meniscus, isolated meniscal tears and meniscal tears of patients with ACL tears as three independent groups, the trio of HPRT1+TBP+GAPDH is the most suitable combination of reference genes.
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Affiliation(s)
- Mariana Ferreira Leal
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038-032, São Paulo, SP, Brazil; Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, 04023-001, São Paulo, SP, Brazil.
| | - Gustavo Gonçalves Arliani
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038-032, São Paulo, SP, Brazil
| | - Diego Costa Astur
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038-032, São Paulo, SP, Brazil
| | - Carlos Eduardo Franciozi
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038-032, São Paulo, SP, Brazil
| | - Pedro Debieux
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038-032, São Paulo, SP, Brazil
| | - Carlos Vicente Andreoli
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038-032, São Paulo, SP, Brazil
| | - Marília Cardoso Smith
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, 04023-001, São Paulo, SP, Brazil
| | - Alberto de Castro Pochini
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038-032, São Paulo, SP, Brazil
| | - Benno Ejnisman
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038-032, São Paulo, SP, Brazil
| | - Moises Cohen
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038-032, São Paulo, SP, Brazil
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Wisnieski F, Calcagno DQ, Leal MF, Santos LC, Gigek CO, Chen ES, Demachki S, Artigiani R, Assumpção PP, Lourenço LG, Burbano RR, Smith MC. CDKN1A histone acetylation and gene expression relationship in gastric adenocarcinomas. Clin Exp Med 2015; 17:121-129. [PMID: 26567008 DOI: 10.1007/s10238-015-0400-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Accepted: 10/26/2015] [Indexed: 12/13/2022]
Abstract
CDKN1A is a tumor suppressor gene involved in gastric carcinogenesis and is a potential target for histone deacetylase inhibitor-based therapies. Upregulation of CDKN1A is generally observed in several cell lines after histone deacetylase inhibitor treatment; however, little is known about the histone acetylation status associated with this gene in clinical samples, including gastric tumor tissue samples. Therefore, our goal was to quantify the H3K9 and H4K16 acetylation levels associated with three CDKN1A regions in 21 matched pairs of gastric adenocarcinoma and corresponding adjacent non-tumor samples by chromatin immunoprecipitation and to correlate these data with the gene expression. Our results demonstrated that the -402, -20, and +182 CDKN1A regions showed a significantly increased acetylation level in at least one of the histones evaluated (p < 0.05, for all comparisons), and these levels were positively correlated in gastric tumors. However, an inverse correlation was detected between both H3K9 and H4K16 acetylation at the -402 CDKN1A region and mRNA levels in gastric tumors (r = -0.51, p = 0.02; r = -0.60, p < 0.01, respectively). Furthermore, increased H4K16 acetylation at the -20 CDKN1A region was associated with gastric tumors of patients without lymph node metastasis (p = 0.04). These results highlight the complexity of these processes in gastric adenocarcinoma and contribute to a better understanding of CDKN1A regulation in carcinogenesis.
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Affiliation(s)
- Fernanda Wisnieski
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, 04023900, Brazil.
| | - Danielle Queiroz Calcagno
- Núcleo de Pesquisas em Oncologia, Hospital João de Barros Barreto, Universidade Federal do Pará, Avenida Mundurucus, 4487, Belém, 66073000, Brazil
| | - Mariana Ferreira Leal
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, 04023900, Brazil
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, Rua Borges Lagoa, 783, São Paulo, 04038032, Brazil
| | - Leonardo Caires Santos
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, 04023900, Brazil
| | - Carolina Oliveira Gigek
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, 04023900, Brazil
| | - Elizabeth Suchi Chen
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, 04023900, Brazil
| | - Sâmia Demachki
- Núcleo de Pesquisas em Oncologia, Hospital João de Barros Barreto, Universidade Federal do Pará, Avenida Mundurucus, 4487, Belém, 66073000, Brazil
| | - Ricardo Artigiani
- Departamento de Patologia, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, 04023000, Brazil
| | - Paulo Pimentel Assumpção
- Núcleo de Pesquisas em Oncologia, Hospital João de Barros Barreto, Universidade Federal do Pará, Avenida Mundurucus, 4487, Belém, 66073000, Brazil
| | - Laércio Gomes Lourenço
- Disciplina de Gastroenterologia Cirúrgica, Departamento de Cirurgia, Universidade Federal de São Paulo, Rua Napoleão de Barros, 715, São Paulo, 04024002, Brazil
| | - Rommel Rodríguez Burbano
- Laboratório de Citogenética Humana, Instituto de Ciências Biológicas, Universidade Federal do Pará, Rua Augusto Correia, 01, Belém, 66075110, Brazil
| | - Marília Cardoso Smith
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, 04023900, Brazil
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Sharan RN, Vaiphei ST, Nongrum S, Keppen J, Ksoo M. Consensus reference gene(s) for gene expression studies in human cancers: end of the tunnel visible? Cell Oncol (Dordr) 2015; 38:419-31. [PMID: 26384826 DOI: 10.1007/s13402-015-0244-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/07/2015] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Gene expression studies are increasingly used to provide valuable information on the diagnosis and prognosis of human cancers. Also, for in vitro and in vivo experimental cancer models gene expression studies are widely used. The complex algorithms of differential gene expression analyses require normalization of data against a reference or normalizer gene, or a set of such genes. For this purpose, mostly invariant housekeeping genes are used. Unfortunately, however, there are no consensus (housekeeping) genes that serve as reference or normalizer for different human cancers. In fact, scientists have employed a wide range of reference genes across different types of cancer for normalization of gene expression data. As a consequence, comparisons of these data and/or data harmonizations are difficult to perform and challenging. In addition, an inadequate choice for a reference gene may obscure genuine changes and/or result in erroneous gene expression data comparisons. METHODS In our effort to highlight the importance of selecting the most appropriate reference gene(s), we have screened the literature for gene expression studies published since the turn of the century on thirteen of the most prevalent human cancers worldwide. CONCLUSIONS Based on the analysis of the data at hand, we firstly recommend that in each study the suitability of candidate reference gene(s) should carefully be evaluated in order to yield reliable differential gene expression data. Secondly, we recommend that a combination of PPIA and either GAPDH, ACTB, HPRT and TBP, or appropriate combinations of two or three of these genes, should be employed in future studies, to ensure that results from different studies on different human cancers can be harmonized. This approach will ultimately increase the depth of our understanding of gene expression signatures across human cancers.
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Affiliation(s)
- R N Sharan
- Radiation and Molecular Biology Unit, Department of Biochemistry, North-Eastern Hill University (NEHU), Shillong, 793022, India.
| | - S Thangminlal Vaiphei
- Radiation and Molecular Biology Unit, Department of Biochemistry, North-Eastern Hill University (NEHU), Shillong, 793022, India
| | - Saibadaiahun Nongrum
- Radiation and Molecular Biology Unit, Department of Biochemistry, North-Eastern Hill University (NEHU), Shillong, 793022, India
| | - Joshua Keppen
- Radiation and Molecular Biology Unit, Department of Biochemistry, North-Eastern Hill University (NEHU), Shillong, 793022, India
| | - Mandahakani Ksoo
- Radiation and Molecular Biology Unit, Department of Biochemistry, North-Eastern Hill University (NEHU), Shillong, 793022, India
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Kit OI, Vodolazhsky DI, Kutilin DS, Gudueva EN. Changes in the number of copies of genetic loci in gastric cancer. Mol Biol 2015. [DOI: 10.1134/s0026893315040093] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Leal MF, Astur DC, Debieux P, Arliani GG, Franciozi CES, Loyola LC, Andreoli CV, Smith MC, Pochini ADC, Ejnisman B, Cohen M. Identification of Suitable Reference Genes for Investigating Gene Expression in Anterior Cruciate Ligament Injury by Using Reverse Transcription-Quantitative PCR. PLoS One 2015; 10:e0133323. [PMID: 26192306 PMCID: PMC4507999 DOI: 10.1371/journal.pone.0133323] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2015] [Accepted: 06/25/2015] [Indexed: 11/30/2022] Open
Abstract
The anterior cruciate ligament (ACL) is one of the most frequently injured structures during high-impact sporting activities. Gene expression analysis may be a useful tool for understanding ACL tears and healing failure. Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) has emerged as an effective method for such studies. However, this technique requires the use of suitable reference genes for data normalization. Here, we evaluated the suitability of six reference genes (18S, ACTB, B2M, GAPDH, HPRT1, and TBP) by using ACL samples of 39 individuals with ACL tears (20 with isolated ACL tears and 19 with ACL tear and combined meniscal injury) and of 13 controls. The stability of the candidate reference genes was determined by using the NormFinder, geNorm, BestKeeper DataAssist, and RefFinder software packages and the comparative ΔCt method. ACTB was the best single reference gene and ACTB+TBP was the best gene pair. The GenEx software showed that the accumulated standard deviation is reduced when a larger number of reference genes is used for gene expression normalization. However, the use of a single reference gene may not be suitable. To identify the optimal combination of reference genes, we evaluated the expression of FN1 and PLOD1. We observed that at least 3 reference genes should be used. ACTB+HPRT1+18S is the best trio for the analyses involving isolated ACL tears and controls. Conversely, ACTB+TBP+18S is the best trio for the analyses involving (1) injured ACL tears and controls, and (2) ACL tears of patients with meniscal tears and controls. Therefore, if the gene expression study aims to compare non-injured ACL, isolated ACL tears and ACL tears from patients with meniscal tear as three independent groups ACTB+TBP+18S+HPRT1 should be used. In conclusion, 3 or more genes should be used as reference genes for analysis of ACL samples of individuals with and without ACL tears.
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Affiliation(s)
- Mariana Ferreira Leal
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038–032, São Paulo, SP, Brazil
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, 04023–001, São Paulo, SP, Brazil
- * E-mail:
| | - Diego Costa Astur
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038–032, São Paulo, SP, Brazil
| | - Pedro Debieux
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038–032, São Paulo, SP, Brazil
| | - Gustavo Gonçalves Arliani
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038–032, São Paulo, SP, Brazil
| | | | - Leonor Casilla Loyola
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038–032, São Paulo, SP, Brazil
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, 04023–001, São Paulo, SP, Brazil
| | - Carlos Vicente Andreoli
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038–032, São Paulo, SP, Brazil
| | - Marília Cardoso Smith
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, 04023–001, São Paulo, SP, Brazil
| | - Alberto de Castro Pochini
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038–032, São Paulo, SP, Brazil
| | - Benno Ejnisman
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038–032, São Paulo, SP, Brazil
| | - Moises Cohen
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, 04038–032, São Paulo, SP, Brazil
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Nishimura R, Okuda K. Multiple roles of hypoxia in ovarian function: roles of hypoxia-inducible factor-related and -unrelated signals during the luteal phase. Reprod Fertil Dev 2015; 28:RD15010. [PMID: 25940685 DOI: 10.1071/rd15010] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2015] [Accepted: 03/13/2015] [Indexed: 02/28/2024] Open
Abstract
There is increasing interest in the role of oxygen conditions in the microenvironment of organs because of the discovery of a hypoxia-specific transcription factor, namely hypoxia-inducible factor (HIF) 1. Ovarian function has several phases that change day by day, including ovulation, follicular growth and corpus luteum formation and regression. These phases are regulated by many factors, including pituitary hormones and local hormones, such as steroids, peptides and cytokines, as well as oxygen conditions. Hypoxia strongly induces angiogenesis because transcription of the potent angiogenic factor vascular endothelial growth factor (VEGF) is regulated by HIF1. Follicular development and luteal formation are accompanied by a marked increase in angiogenesis assisted by HIF1-VEGF signalling. Hypoxia is also one of the factors that induces luteolysis by suppressing progesterone synthesis and by promoting apoptosis of luteal cells. The present review focuses on recent studies of hypoxic conditions, as well as HIF1-regulated genes and proteins, in the regulation of ovarian function.
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Leal MF, Belangero PS, Figueiredo EA, Cohen C, Loyola LC, Andreoli CV, Smith MC, de Castro Pochini A, Ejnisman B, Cohen M. Identification of suitable reference genes for gene expression studies in tendons from patients with rotator cuff tear. PLoS One 2015; 10:e0118821. [PMID: 25768100 PMCID: PMC4358921 DOI: 10.1371/journal.pone.0118821] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2014] [Accepted: 01/09/2015] [Indexed: 01/17/2023] Open
Abstract
Rotator cuff tear is one of the most common causes of shoulder dysfunction. Gene expression analysis may be a useful tool for understanding tendon tears and the failure of cuff healing, and reverse-transcription quantitative polymerase chain reaction (RT-qPCR) has become an effective method for such studies. However, this technique requires the use of suitable reference genes for data normalization. Here, we evaluate the suitability of six reference genes (18S, ACTB, B2M, GAPDH, HPRT1 and TBP) using samples from the rotator cuff tendons of 28 individuals with tendon tears (3 tendons regions) and 8 controls (2 tendon regions); for the tear patients, we evaluated ruptured and non-ruptured tendon samples. The stability of the candidate reference genes was determined using the NormFinder, geNorm, BestKeeper and DataAssist software packages. Overall, HPRT1 was the best single reference gene, and HPRT1+TBP composed the best pair and HPRT1+TBP+ACTB composed the best trio of reference genes from the analysis of different groups, including the simultaneous analysis of all tissue samples. To identify the optimal combination of reference genes, we evaluated the expression of COL1A1 and COL3A1, and no obvious differences were observed when using 2, 3 or 4 reference genes for most of the analyses. However, COL3A1 expression differed between ruptured and non-ruptured (posterior superior region) tendons of patients only when normalized by HPRT1+TBP+B2M and HPRT1+TBP. On the other hand, the comparison between these two groups using the best trio of reference genes (HPRT1+TBP+ACTB) and 4 reference genes did not revealed a significant difference in COL3A1 expression. Consequently, the use of suitable reference genes for a reliable gene expression evaluation by RT-qPCR should consider the type of tendon samples investigated. HPRT1+TBP+ACTB seems to be the best combination of reference genes for the analysis of involving different tendon samples of individuals with rotator cuff tears.
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Affiliation(s)
- Mariana Ferreira Leal
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, SP, Brazil
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, SP, Brazil
- * E-mail:
| | - Paulo Santoro Belangero
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | | | - Carina Cohen
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | - Leonor Casilla Loyola
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, SP, Brazil
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | - Carlos Vicente Andreoli
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | - Marília Cardoso Smith
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | | | - Benno Ejnisman
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | - Moises Cohen
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, SP, Brazil
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Mehta A, Dobersch S, Dammann RH, Bellusci S, Ilinskaya ON, Braun T, Barreto G. Validation of Tuba1a as appropriate internal control for normalization of gene expression analysis during mouse lung development. Int J Mol Sci 2015; 16:4492-511. [PMID: 25723738 PMCID: PMC4394432 DOI: 10.3390/ijms16034492] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Revised: 02/13/2015] [Accepted: 02/15/2015] [Indexed: 01/18/2023] Open
Abstract
The expression ratio between the analysed gene and an internal control gene is the most widely used normalization method for quantitative RT-PCR (qRT-PCR) expression analysis. The ideal reference gene for a specific experiment is the one whose expression is not affected by the different experimental conditions tested. In this study, we validate the applicability of five commonly used reference genes during different stages of mouse lung development. The stability of expression of five different reference genes (Tuba1a, Actb Gapdh, Rn18S and Hist4h4) was calculated within five experimental groups using the statistical algorithm of geNorm software. Overall, Tuba1a showed the least variability in expression among the different stages of lung development, while Hist4h4 and Rn18S showed the maximum variability in their expression. Expression analysis of two lung specific markers, surfactant protein C (SftpC) and Clara cell-specific 10 kDA protein (Scgb1a1), normalized to each of the five reference genes tested here, confirmed our results and showed that incorrect reference gene choice can lead to artefacts. Moreover, a combination of two internal controls for normalization of expression analysis during lung development will increase the accuracy and reliability of results.
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Affiliation(s)
- Aditi Mehta
- LOEWE Research Group Lung Cancer Epigenetic, Max-Planck-Institute for Heart and Lung Research, Parkstraße 1, 61231 Bad Nauheim, Germany.
- Universities of Giessen and Marburg Lung Center (UGMLC), Aulweg 130, 35392 Giessen, Germany.
- German Center of Lung Research (DZL), Aulweg 130, 35392 Giessen, Germany.
| | - Stephanie Dobersch
- LOEWE Research Group Lung Cancer Epigenetic, Max-Planck-Institute for Heart and Lung Research, Parkstraße 1, 61231 Bad Nauheim, Germany.
- Universities of Giessen and Marburg Lung Center (UGMLC), Aulweg 130, 35392 Giessen, Germany.
- German Center of Lung Research (DZL), Aulweg 130, 35392 Giessen, Germany.
| | - Reinhard H Dammann
- Universities of Giessen and Marburg Lung Center (UGMLC), Aulweg 130, 35392 Giessen, Germany.
- German Center of Lung Research (DZL), Aulweg 130, 35392 Giessen, Germany.
- Institute for Genetics, Justus-Liebig-University, Heinrich-Buff-Ring 58, 35392 Giessen, Germany.
| | - Saverio Bellusci
- Universities of Giessen and Marburg Lung Center (UGMLC), Aulweg 130, 35392 Giessen, Germany.
- German Center of Lung Research (DZL), Aulweg 130, 35392 Giessen, Germany.
- Chair for Lung Matrix Remodeling, Excellence Cluster Cardio Pulmonary System, Aulweg 130, 35392 Giessen, Germany.
- Institute of Fundamental Medicine and Biology, Kazan (Volga Region) Federal University, 18 Kremlyovskaya St, 420008 Kazan, Russian Federation.
| | - Olga N Ilinskaya
- Institute of Fundamental Medicine and Biology, Kazan (Volga Region) Federal University, 18 Kremlyovskaya St, 420008 Kazan, Russian Federation.
| | - Thomas Braun
- Universities of Giessen and Marburg Lung Center (UGMLC), Aulweg 130, 35392 Giessen, Germany.
- German Center of Lung Research (DZL), Aulweg 130, 35392 Giessen, Germany.
- Department of Cardiac Development and Remodeling, Max-Planck-Institute for Heart and Lung Research, Parkstraße 1, 61231 Bad Nauheim, Germany.
| | - Guillermo Barreto
- LOEWE Research Group Lung Cancer Epigenetic, Max-Planck-Institute for Heart and Lung Research, Parkstraße 1, 61231 Bad Nauheim, Germany.
- Universities of Giessen and Marburg Lung Center (UGMLC), Aulweg 130, 35392 Giessen, Germany.
- German Center of Lung Research (DZL), Aulweg 130, 35392 Giessen, Germany.
- Institute of Fundamental Medicine and Biology, Kazan (Volga Region) Federal University, 18 Kremlyovskaya St, 420008 Kazan, Russian Federation.
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Liang J, Liu X, Xue H, Qiu B, Wei B, Sun K. MicroRNA-103a inhibits gastric cancer cell proliferation, migration and invasion by targeting c-Myb. Cell Prolif 2014; 48:78-85. [PMID: 25530421 DOI: 10.1111/cpr.12159] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2014] [Accepted: 09/23/2014] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVES There have been no previous reports concerning functions of miR-103a in gastric cancer (GC) cells. Thus the aim of the study was to investigate its expression and role in development of this tumour. MATERIALS AND METHODS Real-time RT-PCR was performed to detect expression of miR-103a in GC cell lines and clinical cancer specimens. To further understand its role, we restored expression of miR-103a in MGC-803 cell line by transfection with miR-103a mimics or inhibitors. Effects of miR-103a on cell proliferation, migration and invasion on targets were also determined. RESULTS miR-103a was down-regulated in both GC cell lines and clinical cancer specimens. Meanwhile, its level was closely associated with pM or pTNM stage of GC. Overexpression of miR-103a markedly suppressed proliferation, migration, and invasion of GC cells, while its inhibition significantly accelerated cell proliferation, migration and invasion. Moreover, c-Myb was identified to be a functional downstream target of miR-103a, ectopic expression of which partially reversed suppression of cell proliferation and invasion. CONCLUSIONS Thus our observations suggest that miR-103a functioned as a tumour suppressor by targeting c-Myb. These findings indicate that miR-103a might play a significant role in pathogenesis of GC.
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Affiliation(s)
- Jinlong Liang
- Department of General Surgery, Heilongjiang Province Hospital, Harbin, Heilongjiang, 150000, China
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Aggerholm-Pedersen N, Safwat A, Bærentzen S, Nordsmark M, Nielsen OS, Alsner J, Sørensen BS. The importance of reference gene analysis of formalin-fixed, paraffin-embedded samples from sarcoma patients - an often underestimated problem. Transl Oncol 2014; 7:687-93. [PMID: 25500077 PMCID: PMC4311021 DOI: 10.1016/j.tranon.2014.09.012] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2014] [Revised: 09/24/2014] [Accepted: 09/26/2014] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVE Reverse transcription quantitative real-time polymerase chain reaction is efficient for quantification of gene expression, but the choice of reference genes is of paramount importance as it is essential for correct interpretation of data. This is complicated by the fact that the materials often available are routinely collected formalin-fixed, paraffin-embedded (FFPE) samples in which the mRNA is known to be highly degraded. The purpose of this study was to investigate 22 potential reference genes in sarcoma FFPE samples and to study the variation in expression level within different samples taken from the same tumor and between different histologic types. METHODS Twenty-nine patients treated for sarcoma were enrolled. The samples encompassed 82 (FFPE) specimens. Extraction of total RNA from 7-μm FFPE sections was performed using a fully automated, bead-base RNA isolation procedure, and 22 potential reference genes were analyzed by reverse transcription quantitative real-time polymerase chain reaction. The stability of the genes was analyzed by RealTime Statminer. The intrasamples variation and the interclass correlation coefficients were calculated. The linear regression model was used to calculate the degradation of the mRNA over time. RESULTS The quality of RNA was sufficient for analysis in 84% of the samples. Recommended reference genes differed with histologic types. However, PPIA, SF3A1, and MRPL19 were stably expressed regardless of the histologic type included. The variation in ∆Cq value for samples from the same patients was similar to the variation between patients. It was possible to compensate for the time-dependent degradation of the mRNA when normalization was made using the selected reference genes. CONCLUSION PPIA, SF3A1, and MRPL19 are suitable reference genes for normalization in gene expression studies of FFPE samples from sarcoma regardless of the histology.
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Affiliation(s)
| | - Akmal Safwat
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Steen Bærentzen
- Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
| | | | | | - Jan Alsner
- Department of Experimental Clinical Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Brita S Sørensen
- Department of Experimental Clinical Oncology, Aarhus University Hospital, Aarhus, Denmark
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Yu S, Yang Q, Yang JH, Du Z, Zhang G. Identification of suitable reference genes for investigating gene expression in human gallbladder carcinoma using reverse transcription quantitative polymerase chain reaction. Mol Med Rep 2014; 11:2967-74. [PMID: 25434674 DOI: 10.3892/mmr.2014.3008] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Accepted: 11/05/2014] [Indexed: 11/06/2022] Open
Abstract
Reverse transcription quantitative polymerase chain reaction (RT‑qPCR) has become a frequently used strategy in gene expression studies. The relative quantification method is an important and commonly used method for the evaluation of RT‑qPCR data. The key aim of this method is to identify an applicable internal reference gene, however, there are currently no suitable reference genes for gene analysis in gallbladder carcinoma. In the present study, screening was performed using 12 common reference genes, which were selected in order to provide an experimental basis for the investigation of gene expression in gallbladder carcinoma. A total of 16 tissue samples of gallbladder carcinoma and their matched normal gallbladder tissues were used. The gene expression stability and applicability of the 12 reference gene candidates were determined using the geNorm, NormFinder and BestKeeper software programs. Following comparison of the results of the three software programs, HPRT1 was identified as the most stably expressed reference gene. In the normal gallbladder group, the relative stably expressed reference gene was PPIA and in the entire sample group, the relatively stably expressed reference gene was PPIA. The present study also demonstrated that the combination of the three reference genes was the most appropriate. The recommended combinations were PPIA + PUM1 + ACTB for the total sample group, GAPDH + PBGD + ALAS1 for the gallbladder carcinoma group and PPIA + PUM1 + TBP for the paired normal gallbladder group.
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Affiliation(s)
- Shan Yu
- Department of Neurology, China‑Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Qiwei Yang
- Central Laboratory, Second Hospital, Jilin University, Changchun, Jilin 130041, P.R. China
| | - Jing Hui Yang
- Department of Hepatopancreatobiliary Surgery, China‑Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Zhenwu Du
- Central Laboratory, Second Hospital, Jilin University, Changchun, Jilin 130041, P.R. China
| | - Guizhen Zhang
- Central Laboratory, Second Hospital, Jilin University, Changchun, Jilin 130041, P.R. China
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Leal MF, Belangero PS, Cohen C, Figueiredo EA, Loyola LC, Pochini AC, Smith MC, Andreoli CV, Belangero SI, Ejnisman B, Cohen M. Identification of suitable reference genes for gene expression studies of shoulder instability. PLoS One 2014; 9:e105002. [PMID: 25122470 PMCID: PMC4133370 DOI: 10.1371/journal.pone.0105002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2014] [Accepted: 07/15/2014] [Indexed: 11/29/2022] Open
Abstract
Shoulder instability is a common shoulder injury, and patients present with plastic deformation of the glenohumeral capsule. Gene expression analysis may be a useful tool for increasing the general understanding of capsule deformation, and reverse-transcription quantitative polymerase chain reaction (RT-qPCR) has become an effective method for such studies. Although RT-qPCR is highly sensitive and specific, it requires the use of suitable reference genes for data normalization to guarantee meaningful and reproducible results. In the present study, we evaluated the suitability of a set of reference genes using samples from the glenohumeral capsules of individuals with and without shoulder instability. We analyzed the expression of six commonly used reference genes (ACTB, B2M, GAPDH, HPRT1, TBP and TFRC) in the antero-inferior, antero-superior and posterior portions of the glenohumeral capsules of cases and controls. The stability of the candidate reference gene expression was determined using four software packages: NormFinder, geNorm, BestKeeper and DataAssist. Overall, HPRT1 was the best single reference gene, and HPRT1 and B2M composed the best pair of reference genes from different analysis groups, including simultaneous analysis of all tissue samples. GenEx software was used to identify the optimal number of reference genes to be used for normalization and demonstrated that the accumulated standard deviation resulting from the use of 2 reference genes was similar to that resulting from the use of 3 or more reference genes. To identify the optimal combination of reference genes, we evaluated the expression of COL1A1. Although the use of different reference gene combinations yielded variable normalized quantities, the relative quantities within sample groups were similar and confirmed that no obvious differences were observed when using 2, 3 or 4 reference genes. Consequently, the use of 2 stable reference genes for normalization, especially HPRT1 and B2M, is a reliable method for evaluating gene expression by RT-qPCR.
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Affiliation(s)
- Mariana Ferreira Leal
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, São Paulo, Brazil
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Ferderal de São Paulo, São Paulo, São Paulo, Brazil
- * E-mail:
| | - Paulo Santoro Belangero
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, São Paulo, Brazil
| | - Carina Cohen
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, São Paulo, Brazil
| | - Eduardo Antônio Figueiredo
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, São Paulo, Brazil
| | - Leonor Casilla Loyola
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, São Paulo, Brazil
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Ferderal de São Paulo, São Paulo, São Paulo, Brazil
| | - Alberto Castro Pochini
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, São Paulo, Brazil
| | - Marília Cardoso Smith
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Ferderal de São Paulo, São Paulo, São Paulo, Brazil
| | - Carlos Vicente Andreoli
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, São Paulo, Brazil
| | - Sintia Iole Belangero
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Ferderal de São Paulo, São Paulo, São Paulo, Brazil
- Laboratório Interdisciplinar de Neurociência Clínica, Departamento de Psiquiatria, Universidade Federal de São Paulo, São Paulo, São Paulo, Brazil
| | - Benno Ejnisman
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, São Paulo, Brazil
| | - Moises Cohen
- Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, São Paulo, Brazil
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Wisnieski F, Calcagno DQ, Leal MF, Chen ES, Gigek CO, Santos LC, Pontes TB, Rasmussen LT, Payão SLM, Assumpção PP, Lourenço LG, Demachki S, Artigiani R, Burbano RR, Smith MC. Differential expression of histone deacetylase and acetyltransferase genes in gastric cancer and their modulation by trichostatin A. Tumour Biol 2014; 35:6373-81. [PMID: 24668547 DOI: 10.1007/s13277-014-1841-0] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2013] [Accepted: 03/11/2014] [Indexed: 12/25/2022] Open
Abstract
Gastric cancer is still the second leading cause of cancer-related death worldwide, even though its incidence and mortality have declined over the recent few decades. Epigenetic control using histone deacetylase inhibitors, such as trichostatin A (TSA), is a promising cancer therapy. This study aimed to assess the messenger RNA (mRNA) levels of three histone deacetylases (HDAC1, HDAC2, and HDAC3), two histone acetyltransferases (GCN5 and PCAF), and two possible targets of these histone modifiers (MYC and CDKN1A) in 50 matched pairs of gastric tumors and corresponding adjacent nontumors samples from patients with gastric adenocarcinoma, as well as their correlations and their possible associations with clinicopathological features. Additionally, we evaluated whether these genes are sensitive to TSA in gastric cancer cell lines. Our results demonstrated downregulation of HDAC1, PCAF, and CDKN1A in gastric tumors compared with adjacent nontumors (P < 0.05). On the other hand, upregulation of HDAC2, GCN5, and MYC was observed in gastric tumors compared with adjacent nontumors (P < 0.05). The mRNA level of MYC was correlated to HDAC3 and GCN5 (P < 0.05), whereas CDKN1A was correlated to HDAC1 and GCN5 (P < 0.05 and P < 0.01, respectively). In addition, the reduced expression of PCAF was associated with intestinal-type gastric cancer (P = 0.03) and TNM stages I/II (P = 0.01). The increased expression of GCN5 was associated with advanced stage gastric cancer (P = 0.02) and tumor invasion (P = 0.03). The gastric cell lines treated with TSA showed different patterns of histone deacetylase and acetyltransferase mRNA expression, downregulation of MYC, and upregulation of CDKN1A. Our findings suggest that alteration of histone modifier genes play an important role in gastric carcinogenesis, contributing to MYC and CDKN1A deregulation. In addition, all genes studied here are modulated by TSA, although this modulation appears to be dependent of the genetic background of the cell line.
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Affiliation(s)
- Fernanda Wisnieski
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, Rua Botucatu, 740, São Paulo, 04023900, Brazil,
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Pontes TB, Chen ES, Gigek CO, Calcagno DQ, Wisnieski F, Leal MF, Demachki S, Assumpção PP, Artigiani R, Lourenço LG, Burbano RR, Arruda Cardoso Smith M. Reduced mRNA expression levels of MBD2 and MBD3 in gastric carcinogenesis. Tumour Biol 2013; 35:3447-53. [DOI: 10.1007/s13277-013-1455-y] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2013] [Accepted: 11/19/2013] [Indexed: 12/19/2022] Open
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