Integrated gene expression analysis of blood and liver tissue in precancerous condition
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ABSTRACT:
PROVIDER: PRJNA643271 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR12121800.fastq.gz | Fastqsanger.gz | |||
| SRR12121801.fastq.gz | Fastqsanger.gz | |||
| SRR12121802.fastq.gz | Fastqsanger.gz | |||
| SRR12121803.fastq.gz | Fastqsanger.gz | |||
| SRR12121804.fastq.gz | Fastqsanger.gz |
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Project description:Integrated gene expression analysis of blood and liver tissue in precancerous condition [miRNA]
| PRJNA643276 | ENA
Project description:Integrated gene expression analysis of blood and liver tissue in precancerous condition [mRNA]
| PRJNA643275 | ENA
Project description:Patients with diabetes mellitus (DM) have an epidemiologically higher risk for hepatocellular carcinoma (HCC). In mouse models, administration of streptozotocin (STZ) induces insulin-dependent DM by causing islet beta-cell dysfunction and also induced hepatocellular carcinoma (HCC) after 12 weeks. We attempted to elucidate the carcinogenic mechanism in the precancerous state by using hepatic miRNAs and create precancerous marker using exosomal miRNA. Serum and liver tissues were collected from STZ mice and non-treated mice (CTL mice) at 6, 10 and 12W. Total RNA in liver and exosome were extracted. Histological examination in liver in HE stain and hepatic and exosomal miRNA analysis were serially performed. miRNA and mRNA was analyzed by next-generation sequencing (NGS). The raw data of NGS was analyzed by Principal Component analysis. No inflammation or fibrosis was found in the liver in CTL mice during the observation period. In STZ-treated mice, regeneration and inflammation of hepatocytes was found at 6W and then nodules of atypical hepatocytes were found at 10 and 12 W. Expression of let-7f-5p, miR-21a-5p, 22-3p, and 26a-5p in liver of STZ mice was significantly increased during 6-10W, and these miRNAs controlled several tumor suppressor genes as target genes. We also identified six novel miRNAs associated with precancerous status. Furthermore, miR-122-5p and miR-192-5p in exosome were significantly upregulated in STZ mice in precancerous state. The expression of miRNAs that regulate tumor suppressor genes was enhanced even before carcinogenesis, and the expression of these miRNAs was not affected by liver fibrosis. In addition, the expression pattern of miRNAs in exosome is expected to be a marker for predicting carcinogenesis. Patients with diabetes mellitus (DM) have an epidemiologically higher risk for hepatocellular carcinoma (HCC). In mouse models, administration of streptozotocin (STZ) induces insulin-dependent DM by causing islet beta-cell dysfunction and also induced hepatocellular carcinoma (HCC) after 12 weeks. We attempted to elucidate the carcinogenic mechanism in the precancerous state by using hepatic miRNAs and create precancerous marker using exosomal miRNA. Serum and liver tissues were collected from STZ mice and non-treated mice (CTL mice) at 6, 10 and 12W. Total RNA in liver and exosome were extracted. Histological examination in liver in HE stain and hepatic and exosomal miRNA analysis were serially performed. miRNA and mRNA was analyzed by next-generation sequencing (NGS). The raw data of NGS was analyzed by Principal Component analysis. No inflammation or fibrosis was found in the liver in CTL mice during the observation period. In STZ-treated mice, regeneration and inflammation of hepatocytes was found at 6W and then nodules of atypical hepatocytes were found at 10 and 12 W. Expression of let-7f-5p, miR-21a-5p, 22-3p, and 26a-5p in liver of STZ mice was significantly increased during 6-10W, and these miRNAs controlled several tumor suppressor genes as target genes. We also identified six novel miRNAs associated with precancerous status. Furthermore, miR-122-5p and miR-192-5p in exosome were significantly upregulated in STZ mice in precancerous state. The expression of miRNAs that regulate tumor suppressor genes was enhanced even before carcinogenesis, and the expression of these miRNAs was not affected by liver fibrosis. In addition, the expression pattern of miRNAs in exosome is expected to be a marker for predicting carcinogenesis. Patients with diabetes mellitus (DM) have an epidemiologically higher risk for hepatocellular carcinoma (HCC). In mouse models, administration of streptozotocin (STZ) induces insulin-dependent DM by causing islet beta-cell dysfunction and also induced hepatocellular carcinoma (HCC) after 12 weeks. We attempted to elucidate the carcinogenic mechanism in the precancerous state by using hepatic miRNAs and create precancerous marker using exosomal miRNA. Serum and liver tissues were collected from STZ mice and non-treated mice (CTL mice) at 6, 10 and 12W. Total RNA in liver and exosome were extracted. Histological examination in liver in HE stain and hepatic and exosomal miRNA analysis were serially performed. miRNA and mRNA was analyzed by next-generation sequencing (NGS). The raw data of NGS was analyzed by Principal Component analysis. No inflammation or fibrosis was found in the liver in CTL mice during the observation period. In STZ-treated mice, regeneration and inflammation of hepatocytes was found at 6W and then nodules of atypical hepatocytes were found at 10 and 12 W. Expression of let-7f-5p, miR-21a-5p, 22-3p, and 26a-5p in liver of STZ mice was significantly increased during 6-10W, and these miRNAs controlled several tumor suppressor genes as target genes. We also identified six novel miRNAs associated with precancerous status. Furthermore, miR-122-5p and miR-192-5p in exosome were significantly upregulated in STZ mice in precancerous state. The expression of miRNAs that regulate tumor suppressor genes was enhanced even before carcinogenesis, and the expression of these miRNAs was not affected by liver fibrosis. In addition, the expression pattern of miRNAs in exosome is expected to be a marker for predicting carcinogenesis.
2020-12-22 | GSE153581 | GEO
Project description:Patients with diabetes mellitus (DM) have an epidemiologically higher risk for hepatocellular carcinoma (HCC). In mouse models, administration of streptozotocin (STZ) induces insulin-dependent DM by causing islet beta-cell dysfunction and also induced hepatocellular carcinoma (HCC) after 12 weeks. We attempted to elucidate the carcinogenic mechanism in the precancerous state by using hepatic miRNAs and create precancerous marker using exosomal miRNA. Serum and liver tissues were collected from STZ mice and non-treated mice (CTL mice) at 6, 10 and 12W. Total RNA in liver and exosome were extracted. Histological examination in liver in HE stain and hepatic and exosomal miRNA analysis were serially performed. miRNA and mRNA was analyzed by next-generation sequencing (NGS). The raw data of NGS was analyzed by Principal Component analysis. No inflammation or fibrosis was found in the liver in CTL mice during the observation period. In STZ-treated mice, regeneration and inflammation of hepatocytes was found at 6W and then nodules of atypical hepatocytes were found at 10 and 12 W. Expression of let-7f-5p, miR-21a-5p, 22-3p, and 26a-5p in liver of STZ mice was significantly increased during 6-10W, and these miRNAs controlled several tumor suppressor genes as target genes. We also identified six novel miRNAs associated with precancerous status. Furthermore, miR-122-5p and miR-192-5p in exosome were significantly upregulated in STZ mice in precancerous state. The expression of miRNAs that regulate tumor suppressor genes was enhanced even before carcinogenesis, and the expression of these miRNAs was not affected by liver fibrosis. In addition, the expression pattern of miRNAs in exosome is expected to be a marker for predicting carcinogenesis. Patients with diabetes mellitus (DM) have an epidemiologically higher risk for hepatocellular carcinoma (HCC). In mouse models, administration of streptozotocin (STZ) induces insulin-dependent DM by causing islet beta-cell dysfunction and also induced hepatocellular carcinoma (HCC) after 12 weeks. We attempted to elucidate the carcinogenic mechanism in the precancerous state by using hepatic miRNAs and create precancerous marker using exosomal miRNA. Serum and liver tissues were collected from STZ mice and non-treated mice (CTL mice) at 6, 10 and 12W. Total RNA in liver and exosome were extracted. Histological examination in liver in HE stain and hepatic and exosomal miRNA analysis were serially performed. miRNA and mRNA was analyzed by next-generation sequencing (NGS). The raw data of NGS was analyzed by Principal Component analysis. No inflammation or fibrosis was found in the liver in CTL mice during the observation period. In STZ-treated mice, regeneration and inflammation of hepatocytes was found at 6W and then nodules of atypical hepatocytes were found at 10 and 12 W. Expression of let-7f-5p, miR-21a-5p, 22-3p, and 26a-5p in liver of STZ mice was significantly increased during 6-10W, and these miRNAs controlled several tumor suppressor genes as target genes. We also identified six novel miRNAs associated with precancerous status. Furthermore, miR-122-5p and miR-192-5p in exosome were significantly upregulated in STZ mice in precancerous state. The expression of miRNAs that regulate tumor suppressor genes was enhanced even before carcinogenesis, and the expression of these miRNAs was not affected by liver fibrosis. In addition, the expression pattern of miRNAs in exosome is expected to be a marker for predicting carcinogenesis. Patients with diabetes mellitus (DM) have an epidemiologically higher risk for hepatocellular carcinoma (HCC). In mouse models, administration of streptozotocin (STZ) induces insulin-dependent DM by causing islet beta-cell dysfunction and also induced hepatocellular carcinoma (HCC) after 12 weeks. We attempted to elucidate the carcinogenic mechanism in the precancerous state by using hepatic miRNAs and create precancerous marker using exosomal miRNA. Serum and liver tissues were collected from STZ mice and non-treated mice (CTL mice) at 6, 10 and 12W. Total RNA in liver and exosome were extracted. Histological examination in liver in HE stain and hepatic and exosomal miRNA analysis were serially performed. miRNA and mRNA was analyzed by next-generation sequencing (NGS). The raw data of NGS was analyzed by Principal Component analysis. No inflammation or fibrosis was found in the liver in CTL mice during the observation period. In STZ-treated mice, regeneration and inflammation of hepatocytes was found at 6W and then nodules of atypical hepatocytes were found at 10 and 12 W. Expression of let-7f-5p, miR-21a-5p, 22-3p, and 26a-5p in liver of STZ mice was significantly increased during 6-10W, and these miRNAs controlled several tumor suppressor genes as target genes. We also identified six novel miRNAs associated with precancerous status. Furthermore, miR-122-5p and miR-192-5p in exosome were significantly upregulated in STZ mice in precancerous state. The expression of miRNAs that regulate tumor suppressor genes was enhanced even before carcinogenesis, and the expression of these miRNAs was not affected by liver fibrosis. In addition, the expression pattern of miRNAs in exosome is expected to be a marker for predicting carcinogenesis.
2020-12-22 | GSE153580 | GEO
Project description:This SuperSeries is composed of the SubSeries listed below.
2020-12-22 | GSE153582 | GEO
Project description:Streptozotocin administration to mice (STZ-mice) induces type I diabetes and hepatocellular carcinoma (HCC). We attempted to elucidate the carcinogenic mechanism and the miRNA expression status in the liver and blood during the precancerous state. Serum and liver tissues were collected from STZ-mice and non-treated mice (CTL-mice) at 6, 10, and 12 W. The exosome enriched fraction extracted from serum was used. Hepatic histological examination and hepatic and exosomal miRNA expression analysis were serially performed using next-generation sequencing (NGS). Human miRNA expression analysis of chronic hepatitis liver tissue and exosomes, which were collected before starting the antiviral treatment, were also performed. No inflammation or fibrosis was found in the liver of CTL-mice during the observation period. In STZ-mice, regeneration and inflammation of hepatocytes was found at 6 W and nodules of atypical hepatocytes were found at 10 and 12 W. In the liver tissue, during 6-12 W, the expression levels of let-7f-5p, miR-143-3p, 148a-3p, 191-5p, 192-5p, 21a-5p, 22-3p, 26a-5p, and 92a-3p was significantly increased in STZ-mice, and anti-oncogenes of their target gene candidates were down-regulated. miR-122-5p was also significantly down-regulated in STZ-mice. Fifteen exosomal miRNAs were upregulated in STZ-mice. Six miRNAs (let-7f-5p, miR-10b-5p, 143-3p, 191-5p, 21a-5p, and 26a-5p) were upregulated, similarly to human HCC cases. From the precancerous state, aberrant expression of hepatic miRNAs has already occurred, and then, it can promote carcinogenesis. In exosomes, the expression pattern of common miRNAs between mice and humans before carcinogenesis was observed and can be expected to be developed as a cancer predictive marker.
| S-EPMC7728755 | biostudies-literature
Project description:Oral squamous cell carcinomas are neoplasms that are mostly preceded by precancerous lesions such as leukoplakia and erythroplakia. It is important for the clinician to know about the predilection and possibility of these precancerous conditions transforming to cancer. This will inturn help to efficiently treat and manage patients. It is therefore important to understand the molecular events that explain the biology of predilection and transformation of precancerous lesions such as erythroplakia and leukoplakia to cancer. Our study aims to identify potential biomarker proteins in precancerous lesions of leukoplakia and erythroplakia that can flag its transformation to oral cancer. Four biological replicate clinical phenotypes of healthy control, leukoplakia, erythroplakia, and oral carcinoma were recruited based on clinical screening and histopathological evaluation of buccal mucosa tissue. Differentially expressed proteins were delineated using Label-free quantitative proteomics experiment done on Orbitrap fusion Tribrid mass spectrometer in three technical replicate sets of samples. Raw files were processed using Maxquant version 2.0.1.0. and down stream analysis was done by Perseus version 1.6.15.0. Validation included functional annotation based on biological process and KEGG pathways using ClueGO plug-in of cytoscape. Hierarchical clustering, and principal component analysis were performed using ClustVis tool. Across control, leukoplakia, and cancer, l- lactate dehydrogenase A chain, plectin, and WD repeat-containing protein 1 were upregulated, whereas thioredoxin 1 and spectrin alpha chain non-erythrocytic 1 were downregulated. Across control, erythroplakia, and cancer, l- lactate dehydrogenase A chain was upregulated whereas aldehyde dehydrogenase 2, peroxiredoxin 1, Heat shock 70 kDa protein 1B, and spectrin alpha chain non-erythrocytic 1 were downregulated. We found proteins involved in leukoplakia were associated with alteration in cytoskeletal reorganization and glycolysis, while in erythroplakia they were associated with alteration in response to oxidative stress and glycolysis across phenotypes. Hierarchical clustering sub-grouped half of precancerous samples under the main branch of control and the remaining half under carcinoma. Similarly, principal component analysis identified segregated clusters of control, precancerous lesions, and cancer but erythroplakia phenotypes particularly overlapped more with cancer cluster. Label-free proteomics offers a good platform for identification of protein biomarkers that can flag premalignant conditions that could become malignant. Qualitative and quantitative protein signatures across control, precancer and cancer phenotypes explain the possible functional outcomes that dictate malignant transformation to oral carcinoma. The observations place the previously observed clinical findings of erythroplakia having more predilection for cancer, in the right perspective.
2023-03-11 | PXD037660 | Pride
Project description:To further development of our gene expression signature for survival prediction, we conducted expression profiles of lung squamous carcinoma precancerous and cancer samples.
2015-09-25 | GSE73402 | GEO
Project description:In this study, we validated 992 previously identified differentially methylated regions (DMRs) in colorectal precancerous lesions compared to adjacent normal mucosa in a new series of 59 prospectively collected lesions and matched normal tissue using targeted bisulfite sequencing. Strong differences in methylation level were observed across the full set of validated DMRs. Based on the mean methylation levels of a panel of 30 selected DMRs tumors could be accurately classified. We thus provide a large list of validated DNA markers to be exploited in the development of noninvasive, colorectal tumor screening assays.
2023-03-30 | E-MTAB-12612 | biostudies-arrayexpress
Project description:Prevention and treatment options for hepatocellular carcinoma (HCC) are presently limited, underscoring the necessity for elucidating molecular mechanisms underlying HCC development and identifying new prevention and therapeutic targets. We demonstrate a unique precancerous niche that features enhanced p53 pathway, aberrant cytoplasmic p21WAF1/CIP1-expressing hepatocytes, and increased CD8+ T lymphocyte and macrophage infiltration in the livers of Ncoa5+/- mouse model of HCC. Metformin treatment reverses these precancerous features and profoundly reduces tumor incidence. Our data also reveal that a subset of HCC patients with a similar precancerous niche in the adjacent noncancerous livers had a relatively poor prognosis. Our study suggests a perceptible hepatic niche predisposing to HCC development and uncovers new actions of metformin in the prevention and treatment of HCC.
2020-03-28 | GSE110524 | GEO