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Gene Expression Data from Human Peripheral Blood

ABSTRACT: Early diagnosis of cancer has been shown to substantially improve 5-year survival rates for many cancer types. With current methodologies early diagnosis has proven difficult for cancers of deep tissues, such as the pancreas and lung. However, whole peripheral blood has been demonstrated to be a promising non-invasive surrogate tissue for the detection of many types of cancer. Blood samples were collected in EDTA blood collection tubes from 2,485 human volunteers and gene expression profiled with the goal to develop a classification model that differentiations patients with cancer from those without cancer.

ORGANISM(S): Homo sapiens

PROVIDER: GSE203024 | GEO | 2024/08/31

REPOSITORIES: GEO

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Project description:Gene expression profiling using blood samples is a valuable tool for biomarker discovery in clinical studies. Different whole blood RNA collection and processing methods are highly variable and might confound comparisons of results across studies. The main aim of the study was to compare how blood storage, extraction methodologies, and the blood component itself may influence gene expression profiling where samples were collected in triplicate from five healthy donors. Whole blood was collected in RNAGard™, PAXgene™ as well as collection tubes with anticoagulant such as dipotassium ethylenediaminetetraacetic acid (K2EDTA) and acid citrate dextrose solution A (ACD-A). Peripheral blood mononuclear cells (PBMCs) were separated using sodium citrate cell preparation tubes (CPT), FICOLL™, immunomagnetic and Leukolock™ methods. The Leukolock™, K2EDTA and ACD-A blood tubes were shipped overnight using cold conditions and rest of the methods were immediately frozen with or without pre-processing. The RNA was isolated from whole blood and peripheral blood mononuclear cells (PBMCs) with a total of 10 different experimental conditions employing several widely utilized RNA isolation methods. The RNA quality as assessed by RNA integrity Number (RIN) showed that all PBMC procedures had the highest RIN values when processed and stabilized in TRIzol before RNA extraction. Initial data analysis showed that human blood stored at 4°C overnight performed equally well when compared to frozen stabilized blood. Comparisons within and across donor/method replicates showed signal to noise patterns which were not captured by RIN value alone. Our results provide some new insights into RNA isolation from blood samples, how the RNA isolation quality and apparent gene expression is influenced by the choice of storage, handling, and methodologies, and how careful consideration is necessary to avoid bias resulting from downstream processing. Better characterization of the effects of collection method idiosyncrasies will facilitate further research into understanding the effect of gene expression on variability in human sample types.

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Gene Expression Data from Human Peripheral Blood

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