Extracellular RNA Atlas
Names
More detailed information about this field from each metasource.
Extracellular RNA Atlas
metasource: Fairsharing.org
version: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
exRNA Atlas
metasource: Fairsharing.org
version: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
Names
More detailed information about this field from each metasource.
Extracellular RNA Atlas
metasource: Fairsharing.orgversion: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
exRNA Atlas
metasource: Fairsharing.orgversion: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
Names
More detailed information about this field from each metasource.
Extracellular RNA Atlas
metasource: Fairsharing.orgversion: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
exRNA Atlas
metasource: Fairsharing.orgversion: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
The exRNA Atlas is the data and metadata repository of the Extracellular RNA Communication Consortium (ERCC), an NIH Common Fund initiative to learn more about exRNAs in a variety of different contexts. The exRNA Atlas includes small RNA sequencing and qPCR-derived exRNA profiles from human and mouse biofluids. All RNA-seq datasets are processed using version 4 of the exceRpt small RNA-seq pipeline. ERCC-developed quality metrics are uniformly applied to the datasets. The exRNA Atlas accepts submissions for RNA-seq or qPCR data.
Description
More detailed information about this field from each metasource.
The exRNA Atlas is the data and metadata repository of the Extracellular RNA Communication Consortium (ERCC), an NIH Common Fund initiative to learn more about exRNAs in a variety of different contexts. The exRNA Atlas includes small RNA sequencing and qPCR-derived exRNA profiles from human and mouse biofluids. All RNA-seq datasets are processed using version 4 of the exceRpt small RNA-seq pipeline. ERCC-developed quality metrics are uniformly applied to the datasets. The exRNA Atlas accepts submissions for RNA-seq or qPCR data.
metasource: Fairsharing.orgversion: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
Webpage:
https://exrna-atlas.orgWebpage
More detailed information about this field from each metasource.
https://exrna-atlas.org
metasource: Fairsharing.orgversion: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
Licence:
Name: exRNA Atlas Data Access PolicyLicence name
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exRNA Atlas Data Access Policy
metasource: Fairsharing.orgversion: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
Licence URL
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https://exrna.org/resources/data/data-access-policy-summary/
metasource: Fairsharing.orgversion: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
Publications:
Publications
More detailed information about this field from each metasource.
exRNA Atlas Analysis Reveals Distinct Extracellular RNA Cargo Types and Their Carriers Present across Human Biofluids
PMID: 30951672
metasource: Fairsharing.org
version: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
Integration of extracellular RNA profiling data using metadata, biomedical ontologies and Linked Data technologies
PMID: 26320941
metasource: Fairsharing.org
version: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
metasource: Fairsharing.org
version: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
Publications
More detailed information about this field from each metasource.
exRNA Atlas Analysis Reveals Distinct Extracellular RNA Cargo Types and Their Carriers Present across Human Biofluids
PMID: 30951672
metasource: Fairsharing.org
version: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
Integration of extracellular RNA profiling data using metadata, biomedical ontologies and Linked Data technologies
PMID: 26320941
metasource: Fairsharing.org
version: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
metasource: Fairsharing.org
version: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
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exRNA Atlas Analysis Reveals Distinct Extracellular RNA Cargo Types and Their Carriers Present across Human Biofluids
PubMed citations: 97.
97 articles citing: exRNA Atlas Analysis Reveals Distinct Extracellular RNA Cargo Types and Their Carriers Present across Human Biofluids
Methods for Collection of Extracellular Vesicles and Their Content RNA as Liquid Biopsy for Lung Cancer Detection: Application of Differential Centrifugation and Annexin A5 Coated Beads. PMID:35678691
Extracellular vesicles carry distinct proteo-transcriptomic signatures that are different from their cancer cell of origin. PMID:35663013
Urinary extracellular vesicles contain mature transcriptome enriched in circular and long noncoding RNAs with functional significance in prostate cancer. PMID:35527349
MPAPASS software enables stitched multiplex, multidimensional EV repertoire analysis and a standard framework for reporting bead-based assays. PMID:35474866
Molecular Signatures of Tumour and Its Microenvironment for Precise Quantitative Diagnosis of Oral Squamous Cell Carcinoma: An International Multi-Cohort Diagnostic Validation Study. PMID:35326543
Extracellular vesicles-associated tRNA-derived fragments (tRFs): biogenesis, biological functions, and their role as potential biomarkers in human diseases. PMID:35322869
Myeloid Responses to Extracellular Vesicles in Health and Disease. PMID:35320943
A Novel Tissue Atlas and Online Tool for the Interrogation of Small RNA Expression in Human Tissues and Biofluids. PMID:35317387
A MicroRNA Next-Generation-Sequencing Discovery Assay (miND) for Genome-Scale Analysis and Absolute Quantitation of Circulating MicroRNA Biomarkers. PMID:35163149
Serum RNAs can predict lung cancer up to 10 years prior to diagnosis. PMID:35147498
Irreversible alteration of extracellular vesicle and cell-free messenger RNA profiles in human plasma associated with blood processing and storage. PMID:35136102
Plasma cell-free RNA characteristics in COVID-19 patients. PMID:35064006
Emerging Role of Cancer-Associated Fibroblasts-Derived Exosomes in Tumorigenesis. PMID:35058933
Open Problems in Extracellular RNA Data Analysis: Insights From an ERCC Online Workshop. PMID:35047007
miRNAs derived from plasma small extracellular vesicles predict organo-tropic metastasis of gastric cancer. PMID:35031872
Human plasma pregnancy-associated miRNAs and their temporal variation within the first trimester of pregnancy. PMID:35031065
Quantitative and Multiplex Detection of Extracellular Vesicle-Derived MicroRNA via Rolling Circle Amplification within Encoded Hydrogel Microparticles. PMID:35029040
exoRBase 2.0: an atlas of mRNA, lncRNA and circRNA in extracellular vesicles from human biofluids. PMID:34918744
Supermeres are functional extracellular nanoparticles replete with disease biomarkers and therapeutic targets. PMID:34887515
Extracellular vesicles as a source of prostate cancer biomarkers in liquid biopsies: a decade of research. PMID:34811504
The Advancing Roles of Exosomes in Breast Cancer. PMID:34790660
Detection of Atherosclerosis by Small RNA-Sequencing Analysis of Extracellular Vesicle Enriched Serum Samples. PMID:34712662
Extracellular circular RNA profiles in plasma and urine of healthy, male college athletes. PMID:34711851
Extracellular vesicles in cardiovascular disease: Biological functions and therapeutic implications. PMID:34687770
WikiNetworks: translating manually created biological pathways for topological analysis. PMID:34636843
Circulating EVs long RNA-based subtyping and deconvolution enable prediction of immunogenic signatures and clinical outcome for PDAC. PMID:34631279
EV Translational Horizons as Viewed Across the Complex Landscape of Liquid Biopsies. PMID:34616722
Exosomes as A Next-Generation Diagnostic and Therapeutic Tool in Prostate Cancer. PMID:34576294
Adipose Tissue Macrophages Modulate Obesity-Associated β Cell Adaptations through Secreted miRNA-Containing Extracellular Vesicles. PMID:34572101
Challenges and opportunities in the study of extracellular vesicles: Global institutional context and national state of the art. PMID:34559503
Secret messengers: Extracellular RNA communication in the immune system. PMID:34542176
Trends in the biological functions and medical applications of extracellular vesicles and analogues. PMID:34522580
Translational Potential of RNA Derived From Extracellular Vesicles in Multiple Myeloma. PMID:34513695
Extracellular Vesicle Separation Techniques Impact Results from Human Blood Samples: Considerations for Diagnostic Applications. PMID:34502122
Nanotube-like processes facilitate material transfer between photoreceptors. PMID:34494703
Ruminant Milk-Derived Extracellular Vesicles: A Nutritional and Therapeutic Opportunity? PMID:34444665
EVAtlas: a comprehensive database for ncRNA expression in human extracellular vesicles. PMID:34387689
PlasmiR: A Manual Collection of Circulating microRNAs of Prognostic and Diagnostic Value. PMID:34359584
Multi-analytical test based on serum miRNAs and proteins quantification for ovarian cancer early detection. PMID:34352040
Unannotated small RNA clusters associated with circulating extracellular vesicles detect early stage liver cancer. PMID:34321221
Role of α- and β-adrenergic signaling in phenotypic targeting: significance in benign and malignant urologic disease. PMID:34284799
Integrative Analyses of Circulating Small RNAs and Kidney Graft Transcriptome in Transplant Glomerulopathy. PMID:34207555
Comprehensive Analysis of RNA Expression Correlations between Biofluids and Human Tissues. PMID:34207420
EV Cargo Sorting in Therapeutic Development for Cardiovascular Disease. PMID:34203713
Porphyromonas gingivalis Provokes Exosome Secretion and Paracrine Immune Senescence in Bystander Dendritic Cells. PMID:34141629
Early prediction of COVID-19 severity using extracellular vesicle COPB2. PMID:34122778
The Application Potential and Advance of Mesenchymal Stem Cell-Derived Exosomes in Myocardial Infarction. PMID:34122557
Size-Exclusion Chromatography Separation Reveals That Vesicular and Non-Vesicular Small RNA Profiles Differ in Cell Free Urine. PMID:34063036
Toward an Understanding of Extracellular tRNA Biology. PMID:33937338
Therapeutic and Diagnostic Translation of Extracellular Vesicles in Cardiovascular Diseases: Roadmap to the Clinic. PMID:33819075
Small extracellular vesicles deliver osteolytic effectors and mediate cancer-induced osteolysis in bone metastatic niche. PMID:33659051
Pentapartite fractionation of particles in oral fluids by differential centrifugation. PMID:33558596
Head and neck cancer exosomes drive microRNA-mediated reprogramming of local neurons. PMID:33554224
Foetal bovine serum influence on in vitro extracellular vesicle analyses. PMID:33532042
Extracellular RNAs as potential biomarkers for cancer. PMID:33490601
Mini-review: Trophic interactions between cancer cells and primary afferent neurons. PMID:33482305
Small non-coding RNAs in human cancer: function, clinical utility, and characterization. PMID:33452456
Longitudinal saliva omics responses to immune perturbation: a case study. PMID:33436912
Circulating SNORD57 rather than piR-54265 is a promising biomarker for colorectal cancer: common pitfalls in the study of somatic piRNAs in cancer. PMID:33376191
Interrupting Neuron-Tumor Interactions to Overcome Treatment Resistance. PMID:33322770
A novel workflow for cancer blood biomarker identification. PMID:33313175
Emerging evidence on noncoding-RNA regulatory machinery in intervertebral disc degeneration: a narrative review. PMID:33198793
Editorial: Regulation of Soluble Immune Mediators by Non-Coding RNAs. PMID:33178230
deepBase v3.0: expression atlas and interactive analysis of ncRNAs from thousands of deep-sequencing data. PMID:33175131
Identification of an extracellular vesicle-related gene signature in the prediction of pancreatic cancer clinical prognosis. PMID:33169793
Circulating exosomal small RNAs are promising non-invasive diagnostic biomarkers for gastric cancer. PMID:33169519
Extracellular microRNA 3' end modification across diverse body fluids. PMID:33092484
Analysis of Serum miRNA in Glioblastoma Patients: CD44-Based Enrichment of Extracellular Vesicles Enhances Specificity for the Prognostic Signature. PMID:33003586
Influence of species and processing parameters on recovery and content of brain tissue-derived extracellular vesicles. PMID:32944174
Stumbling on elusive cargo: how isomiRs challenge microRNA detection and quantification, the case of extracellular vesicles. PMID:32944171
Trophoblastic extracellular vesicles and viruses: Friends or foes? PMID:32939907
Biomarkers for Alzheimer's Disease Early Diagnosis. PMID:32899797
Discovery and Verification of Extracellular miRNA Biomarkers for Non-invasive Prediction of Pre-eclampsia in Asymptomatic Women. PMID:32864636
Extracellular Vesicles in the Development of Cancer Therapeutics. PMID:32847103
Recent Progress on Relevant microRNAs in Autism Spectrum Disorders. PMID:32824515
Characterizing Extracellular Vesicles and Their Diverse RNA Contents. PMID:32765582
Emerging Insights on the Biological Impact of Extracellular Vesicle-Associated ncRNAs in Multiple Myeloma. PMID:32764460
[Advances in Exosomes in the Pathogenesis and Diagnosis of Lung Cancer]. PMID:32702793
COVID-19 and Kidney Disease: Molecular Determinants and Clinical Implications in Renal Cancer. PMID:32540268
Profiling Extracellular Long RNA Transcriptome in Human Plasma and Extracellular Vesicles for Biomarker Discovery. PMID:32512385
RNA delivery by extracellular vesicles in mammalian cells and its applications. PMID:32457507
Plasma-Derived Extracellular Vesicles Convey Protein Signatures that Reflect Pathophysiology in Lung and Pancreatic Adenocarcinomas. PMID:32370304
Analysis of circulating non-coding RNAs in a non-invasive and cost-effective manner. PMID:32292220
Comparability of the small RNA secretome across human biofluids concomitantly collected from healthy adults. PMID:32275679
Small extracellular vesicles deliver miR-21 and miR-217 as pro-senescence effectors to endothelial cells. PMID:32158519
Oxidative stress-induced RAC autophagy can improve the HUVEC functions by releasing exosomes. PMID:32096219
Glioma-Derived miRNA-Containing Extracellular Vesicles Induce Angiogenesis by Reprogramming Brain Endothelial Cells. PMID:32075753
Unraveling the epigenetic landscape of depression: focus on early life stress . PMID:31949402
Small RNAs and extracellular vesicles: New mechanisms of cross-species communication and innovative tools for disease control. PMID:31887135
Extracellular Vesicles in Non-Small-Cell Lung Cancer: Functional Role and Involvement in Resistance to Targeted Treatment and Immunotherapy. PMID:31877735
Prostate cancer research: The next generation; report from the 2019 Coffey-Holden Prostate Cancer Academy Meeting. PMID:31825540
Recent Advances in Liquid Biopsy Based on Circulating Tumor DNA. PMID:31766189
Enrichment of Exosome-Like Extracellular Vesicles from Plasma Suitable for Clinical Vesicular miRNA Biomarker Research. PMID:31731761
Extracellular RNA in a single droplet of human serum reflects physiologic and disease states. PMID:31481608
Extracellular miRNAs: From Biomarkers to Mediators of Physiology and Disease. PMID:31447320
Small RNA Sequencing across Diverse Biofluids Identifies Optimal Methods for exRNA Isolation. PMID:30951671
The Extracellular RNA Communication Consortium: Establishing Foundational Knowledge and Technologies for Extracellular RNA Research. PMID:30951667 -
Integration of extracellular RNA profiling data using metadata, biomedical ontologies and Linked Data technologies
PubMed citations: 28.
28 articles citing: Integration of extracellular RNA profiling data using metadata, biomedical ontologies and Linked Data technologies
Quality Management Tools on the Stage: Old but New Allies for Rigor and Standardization of Extracellular Vesicle Studies. PMID:35360394
Open Problems in Extracellular RNA Data Analysis: Insights From an ERCC Online Workshop. PMID:35047007
Longitudinal saliva omics responses to immune perturbation: a case study. PMID:33436912
The reuse of public datasets in the life sciences: potential risks and rewards. PMID:33024631
Exosomal microRNAs are novel circulating biomarkers in cigarette, waterpipe smokers, E-cigarette users and dual smokers. PMID:32912198
Discovery and Verification of Extracellular miRNA Biomarkers for Non-invasive Prediction of Pre-eclampsia in Asymptomatic Women. PMID:32864636
COMPSRA: a COMprehensive Platform for Small RNA-Seq data Analysis. PMID:32165660
Circulating miRNAs and Risk of Sudden Death in Patients With Coronary Heart Disease. PMID:31971908
Oral Administration of miR-30d from Feces of MS Patients Suppresses MS-like Symptoms in Mice by Expanding Akkermansia muciniphila. PMID:31784260
Small RNA-sequence analysis of plasma-derived extracellular vesicle miRNAs in smokers and patients with chronic obstructive pulmonary disease as circulating biomarkers. PMID:31762962
Serum microRNAs in ASD: Association With Monocyte Cytokine Profiles and Mitochondrial Respiration. PMID:31551826
Predicting instances of pathway ontology classes for pathway integration. PMID:31196182
The Effects of Regular Exercise on Circulating Cardiovascular-related MicroRNAs. PMID:31101833
exceRpt: A Comprehensive Analytic Platform for Extracellular RNA Profiling. PMID:30956140
exRNA Atlas Analysis Reveals Distinct Extracellular RNA Cargo Types and Their Carriers Present across Human Biofluids. PMID:30951672
Validation of MicroRNA Biomarkers for Alzheimer's Disease in Human Cerebrospinal Fluid. PMID:30689565
Minimal information for studies of extracellular vesicles 2018 (MISEV2018): a position statement of the International Society for Extracellular Vesicles and update of the MISEV2014 guidelines. PMID:30637094
Comprehensive multi-center assessment of small RNA-seq methods for quantitative miRNA profiling. PMID:30010675
Diversity and signature of small RNA in different bodily fluids using next generation sequencing. PMID:29843592
Human plasma and serum extracellular small RNA reference profiles and their clinical utility. PMID:29777089
The decade of exosomal long RNA species: an emerging cancer antagonist. PMID:29558960
Small RNA Sequencing of Sporadic Amyotrophic Lateral Sclerosis Cerebrospinal Fluid Reveals Differentially Expressed miRNAs Related to Neural and Glial Activity. PMID:29375285
Novel approaches for bioinformatic analysis of salivary RNA sequencing data for development. PMID:28961734
Analysis of extracellular RNA in cerebrospinal fluid. PMID:28717417
MicroRNAs in Human Cerebrospinal Fluid as Biomarkers for Alzheimer's Disease. PMID:27814298
Fetal Bovine Serum RNA Interferes with the Cell Culture derived Extracellular RNA. PMID:27503761
Extending gene ontology in the context of extracellular RNA and vesicle communication. PMID:27076901
BioGPS: building your own mash-up of gene annotations and expression profiles. PMID:26578587
Tags:
Tags
More detailed information about this field from each metasource.
differential gene expression analysis
metasource: Fairsharing.org
version: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
pathway model
metasource: Fairsharing.org
version: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
rna sequencing
metasource: Fairsharing.org
version: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
real time polymerase chain reaction
metasource: Fairsharing.org
version: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
Tags
More detailed information about this field from each metasource.
differential gene expression analysis
metasource: Fairsharing.orgversion: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
pathway model
metasource: Fairsharing.orgversion: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
rna sequencing
metasource: Fairsharing.orgversion: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
real time polymerase chain reaction
metasource: Fairsharing.orgversion: FAIRsharing.org: exRNA Atlas; Extracellular RNA Atlas; DOI: https://doi.org/10.25504/FAIRsharing.xcvp6a; Last edited: April 27, 2021, 7:40 a.m.; Last accessed: Jan 03 2022 7:08 p.m.
differential gene expression analysis pathway model rna sequence real time polymerase chain reaction
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