Proteomics

Dataset Information

Tissue- and plasma-derived exosomal protein biomarkers define multiple human cancers


ABSTRACT: There is an unmet clinical need for improved tissue and liquid biopsy tools for cancer detection. We investigated the proteomic profile of exosomes in 426 human samples from tissue explants (TE), plasma and other bodily fluids. Among traditional exosome markers, CD9, HSPA8, ALIX, HSP90AB1 represent pan-exosomes/exomeres. Moreover, we identified novel pan-exosome/exomere markers (e.g., ACTB, MSN, RAP1B). As proof of principle that exosomes are ideal diagnostic tools, we analyzed the proteome of TE exosomes (n=151) or plasma-derived exosomes (n=120). Comparison of TE exosomes identified proteins (e.g., VCAN, TNC, THBS2) that distinguish tumors from normal tissues with 90% sensitivity/94% specificity. Machinelearning classification of plasma-derived exosomes revealed 95% sensitivity/90% specificity in identifying cancer-associated exosomes. Finally, we defined a panel of tumor-type specific exosomal proteins in TE and plasma, which may help classify tumors of unknown primary origin. Overall, exosomal proteins can serve as reliable biomarkers for cancer detection and for determining cancer type

INSTRUMENT(S):

ORGANISM(S): Homo Sapiens (human) Mus Musculus (mouse)

TISSUE(S): Blood-lymph, Brain, Blood Plasma, Lung, Liver, Lymph Node, Kidney, Cell Culture, Blood Serum, Muscle, Skin, Colon, Pancreas, Bile Duct, Bone Marrow, Bile

DISEASE(S): Stomach Cancer,Prostate Adenocarcinoma,Uveal Melanoma,Embryonal Rhabdomyosarcoma,Melanoma,Renal Wilms' Tumor,Fibrosarcoma,Malignant Mesothelioma,Pancreatic Cancer,Neuroblastoma,Chronic Bronchitis,Synovial Sarcoma,Peripheral Primitive Neuroectodermal Tumor,Childhood Extraosseous Osteosarcoma,Acute Leukemia,Colon Cancer,Head And Neck Cancer,Brain Cancer,Retinoblastoma,Lung Carcinoma,Cholangiocarcinoma

SUBMITTER: henrik molina  

LAB HEAD: David C. Lyden

PROVIDER: PXD018301 | Pride | 2020-08-17

REPOSITORIES: Pride

Dataset's files

Source:
Action DRS
Human512Reports.xlsx Xlsx
MS13375_Bruno_Lyden_MCF7_bone_A.raw Raw
MS13375_Bruno_Lyden_MCF7_bone_B.raw Raw
MS13375_Bruno_Lyden_MCF7_bone_c.raw Raw
MS13451QE_Bruno_Lyden_831brain_A.raw Raw
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