The use of tissue microRNAs to distinguish indolent and aggressive forms of prostate cancer
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE202736 | GEO | 2022/09/01
REPOSITORIES: GEO
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Project description:BackgroundDistinguishing men with aggressive from indolent prostate cancer is critical to decisions in the management of clinically localized prostate cancer. Molecular signatures of aggressive disease could help men overcome this major clinical challenge by reducing unnecessary treatment and allowing more appropriate treatment of aggressive disease.MethodsWe performed a mass spectrometry-based proteomic analysis of normal and malignant prostate tissues from 22 men who underwent surgery for prostate cancer. Prostate cancer samples included Grade Groups (3-5), with 8 patients experiencing recurrence and 14 without evidence of recurrence with a mean of 6.8 years of follow-up. To better understand the biological pathways underlying prostate cancer aggressiveness, we performed a systems biology analysis and gene enrichment analysis. Proteins that distinguished recurrent from nonrecurrent cancer were chosen for validation by immunohistochemical analysis on tissue microarrays containing samples from a larger cohort of patients with recurrent and nonrecurrent prostate cancer.ResultsIn all, 24,037 unique peptides (false discovery rate < 1%) corresponding to 3,313 distinct proteins were identified with absolute abundance ranges spanning seven orders of magnitude. Of these proteins, 115 showed significantly (p < 0.01) different levels in tissues from recurrent versus nonrecurrent cancers. Analysis of all differentially expressed proteins in recurrent and nonrecurrent cases identified several protein networks, most prominently one in which approximately 24% of the proteins in the network were regulated by the YY1 transcription factor (adjusted p < 0.001). Strong immunohistochemical staining levels of three differentially expressed proteins, POSTN, CALR, and CTSD, on a tissue microarray validated their association with shorter patient survival.ConclusionsThe protein signatures identified could improve understanding of the molecular drivers of aggressive prostate cancer and be used as candidate prognostic biomarkers.
| S-EPMC8916040 | biostudies-literature
Project description:We performed a mass spectrometry-based proteomic analysis of normal and malignant prostate tissues from 22 men who underwent surgery for prostate cancer. Prostate cancer samples included Grade Groups (3 to 5), with 8 patients experiencing recurrence and 14 without evidence of recurrence with a mean of 6.8 years of follow-up.
2022-05-04 | PXD028118 | Pride
Project description:Title: Gene expression analysis of indolent and aggressive forms of Chronic Myeloid Leukaemia (CML). Description: Chronic Myeloid Leukaemia presents in chronic phase (CP) and terminates in 'blast crisis'. Despite a common abnormality, the duration of CP is variable. The aim is to compare the gene expression profiles of the indolent and aggressive forms of CML. All samples were taken within 3 months of first diagnosis. Indolent patients were defined by chronic phase CML, duration minimum 7 years. Aggressive patients were defined by chronic phase, duration maximum 3 years.
2013-01-30 | E-MIMR-17 | biostudies-arrayexpress
Project description:Nonaggressive prostate cancer (NAG-PCa) with Gleason score of 6 is considered as a low-risk disease and does not require clinical interventions. However, current assessment of aggressiveness of PCa is invasive using needle biopsies. Urine is an appealing biospecimen for noninvasive detection of aggressive PCa. Using urine, particularly from easily obtainable from pre-DRE urine specimens, to identify AG-PCa-associated molecular markers is critical for clinical risk stratification. Herein, we acquired quantitative mass spectrometry data for glycoproteins from pre-DRE and post-DRE urine specimens from patients underwent PCa diagnosis with biopsies. Compared with urinary glycoproteins identified from post-DRE urine samples, we confirmed that three previously reported AG-PCa-associated glycoproteins identified in post-DRE urine specimens were also found to be significantly associated with AG disease in pre-DRE urine samples. In addition, new AG-PCa-associated glycoproteins were identified in pre-DRE urine specimens. Our study provides a foundation for further studies of AG-PCa biomarkers using pre-DRE urine specimens.
2023-07-20 | PXD036468 | Pride
Project description:This SuperSeries is composed of the SubSeries listed below.
2021-06-17 | GSE162006 | GEO
Project description:We performed transcriptional profiling of tumor cells from indolent and aggressive lesions isolated from a mouse model of breast cancer. To initiate formation of mammary lesions, we delivered lentiviral particles carrying constitutively-activated Erbb2 tagged with HA and GFP (caErbB2) through the lactiferous glands of adult virgin female. Mammary glands bearing lesions were visualized under a fluorescence stereoscope, and regions harboring aggressive (>2mm, comprised of invasive lesions) and indolent (<2mm, enriched for in situ lesions) lesions were dissected away from each other. Lesions from multiple animals were pooled to obtain sufficient material for downstream analysis. Following tissue digestion, GFP-expressing epithelial cells were isolated by fluorescence-activated cell sorting (FACS), and then subjected to bulk RNA-seq.
2021-06-17 | GSE162005 | GEO
Project description:Autopsy studies suggest that most aging men will develop lesions that, if detected clinically, would be diagnosed as prostate cancer (PCa). Most of these cancers are indolent and remain localized; however, a subset of PCa is aggressive and accounts for more than 27,000 deaths in the United States annually. Identification of factors specifically associated with risk for more aggressive PCa is urgently needed to reduce overdiagnosis and overtreatment of this common disease. To search for such factors, we compared the frequencies of SNPs among PCa patients who were defined as having either more aggressive or less aggressive disease in four populations examined in the Genetic Markers of Susceptibility (CGEMS) study performed by the National Cancer Institute. SNPs showing possible associations with disease severity were further evaluated in an additional three independent study populations from the United States and Sweden. In total, we studied 4,829 and 12,205 patients with more and less aggressive disease, respectively. We found that the frequency of the TT genotype of SNP rs4054823 at 17p12 was consistently higher among patients with more aggressive compared with less aggressive disease in each of the seven populations studied, with an overall P value of 2.1 x 10(-8) under a recessive model, exceeding the conservative genome-wide significance level. The difference in frequency was largest between patients with high-grade, non-organ-confined disease compared with those with low-grade, organ-confined disease. This study demonstrates that inherited variants predisposing to aggressive but not indolent PCa exist in the genome, and suggests that the clinical potential of such variants as potential early markers for risk of aggressive PCa should be evaluated.
| S-EPMC2836698 | biostudies-literature
Project description:Social experience influences multiple behaviors of many animal species, including aggression. Social isolation often increases aggressiveness. To investigater the molecular basis of social influences on aggressiveness, we performed comparative gene expression profiling on heads from 6-day-old, single-housed, more aggressive and group-housed, less aggressive male flies. Keywords: social experience
2008-02-08 | GSE6994 | GEO
Project description:Large-scale genetic and epigenetic deregulations enable cancer cells to ectopically activate tissue-specific expression programs. A specifically designed strategy was applied to oral squamous cell carcinomas (OSCC) in order to detect ectopic gene activations and develop a prognostic stratification test. A dedicated original prognosis biomarker discovery approach was implemented using genome-wide transcriptomic data of OSCC, including training and validation cohorts. Abnormal expressions of silent genes were systematically detected, correlated with survival probabilities and evaluated as predictive biomarkers. The resulting stratification test was confirmed in a third cohort using immunohistochemistry. In order to address the potential interest of the ectopic expressions as therapeutic targets, the transcriptome of OSCC cells in which one of the predictive marker genes, CCNA1, was inactivated was analysed by RNAseq. The genome-wide expression profile of an OSCC cell line, where CCNA1 had been inactivated was found similar to that of aggressive tumours positive for the three genes. The exploration of the whole gene expression profile characterizing aggressive OSCC tumours highlights their enhanced proliferative and poorly differentiated intrinsic nature. Our experimental targeting of CCNA1 in OSCC cells is associated with a shift of transcriptomic signature towards the less aggressive form of OSCC, suggesting it could be a good target for therapeutic approaches.
2021-07-20 | GSE171506 | GEO
Project description:A critical need in understanding the biology of prostate cancer is characterizing the molecular differences between indolent and aggressive cases. Because DNA methylation can capture the regulatory state of tumors, we analyzed differential methylation patterns genome-wide among benign prostatic tissue and low-grade and high-grade prostate cancer and found extensive, focal hypermethylation regions unique to high-grade disease. These hypermethylation regions occurred not only in the promoters of genes but also in gene bodies and at intergenic regions that are enriched for DNA-protein binding sites. Integration with existing RNA-sequencing (RNA-seq) and survival data revealed regions where DNA methylation correlates with reduced gene expression associated with poor outcome. Regions specific to aggressive disease are proximal to genes with distinct functions from regions shared by indolent and aggressive disease. Our compendium of methylation changes reveals crucial molecular distinctions between indolent and aggressive prostate cancer.
| S-EPMC4684962 | biostudies-literature