Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: EXOSC10

Gene summary for EXOSC10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EXOSC10

Gene ID

5394

Gene nameexosome component 10
Gene AliasPM-Scl
Cytomap1p36.22
Gene Typeprotein-coding
GO ID

GO:0000184

UniProtAcc

Q01780


Top

Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
5394EXOSC10LZE4THumanEsophagusESCC2.69e-175.28e-010.0811
5394EXOSC10LZE7THumanEsophagusESCC1.04e-073.60e-010.0667
5394EXOSC10LZE8THumanEsophagusESCC6.92e-041.10e-010.067
5394EXOSC10LZE20THumanEsophagusESCC2.42e-042.00e-010.0662
5394EXOSC10LZE22THumanEsophagusESCC4.86e-054.13e-010.068
5394EXOSC10LZE24THumanEsophagusESCC1.95e-063.07e-010.0596
5394EXOSC10LZE21THumanEsophagusESCC4.20e-021.52e-010.0655
5394EXOSC10P1T-EHumanEsophagusESCC1.67e-044.54e-010.0875
5394EXOSC10P2T-EHumanEsophagusESCC1.08e-305.74e-010.1177
5394EXOSC10P4T-EHumanEsophagusESCC4.33e-132.26e-010.1323
5394EXOSC10P5T-EHumanEsophagusESCC3.11e-153.31e-010.1327
5394EXOSC10P8T-EHumanEsophagusESCC1.39e-163.30e-010.0889
5394EXOSC10P9T-EHumanEsophagusESCC1.55e-051.51e-010.1131
5394EXOSC10P10T-EHumanEsophagusESCC1.81e-223.90e-010.116
5394EXOSC10P11T-EHumanEsophagusESCC6.63e-155.39e-010.1426
5394EXOSC10P12T-EHumanEsophagusESCC3.07e-133.25e-010.1122
5394EXOSC10P15T-EHumanEsophagusESCC1.84e-164.60e-010.1149
5394EXOSC10P16T-EHumanEsophagusESCC1.01e-173.45e-010.1153
5394EXOSC10P17T-EHumanEsophagusESCC3.70e-185.90e-010.1278
5394EXOSC10P19T-EHumanEsophagusESCC4.26e-036.66e-010.1662
Page: 1 2 3 4 5 6 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.BPH: Benign Prostatic Hyperplasia
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

Top

Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00082984SkincSCCintracellular mRNA localization9/486413/187231.33e-038.50e-039
GO:00160783SkincSCCtRNA catabolic process9/486413/187231.33e-038.50e-039
GO:00160743SkincSCCsno(s)RNA metabolic process10/486416/187232.25e-031.32e-0210
GO:00063993SkincSCCtRNA metabolic process64/4864179/187232.34e-031.36e-0264
GO:00160753SkincSCCrRNA catabolic process12/486421/187232.40e-031.38e-0212
GO:00431443SkincSCCsno(s)RNA processing9/486414/187232.87e-031.60e-029
GO:00346614SkincSCCncRNA catabolic process20/486443/187232.91e-031.62e-0220
GO:0043628SkincSCCncRNA 3'-end processing22/486450/187234.31e-032.27e-0222
GO:004002912SkincSCCregulation of gene expression, epigenetic39/4864105/187237.56e-033.53e-0239
GO:2000279SkincSCCnegative regulation of DNA biosynthetic process17/486438/187239.41e-034.25e-0217
GO:0022613113ThyroidPTCribonucleoprotein complex biogenesis292/5968463/187233.24e-442.05e-40292
GO:0042254113ThyroidPTCribosome biogenesis202/5968299/187233.47e-375.47e-34202
GO:0006364112ThyroidPTCrRNA processing156/5968225/187235.58e-315.03e-28156
GO:0016072112ThyroidPTCrRNA metabolic process160/5968236/187235.68e-303.58e-27160
GO:0006403112ThyroidPTCRNA localization130/5968201/187239.23e-221.94e-19130
GO:003447018ThyroidPTCncRNA processing215/5968395/187237.14e-211.22e-18215
GO:0006401112ThyroidPTCRNA catabolic process163/5968278/187232.13e-203.27e-18163
GO:0006402112ThyroidPTCmRNA catabolic process139/5968232/187239.59e-191.12e-16139
GO:0034655112ThyroidPTCnucleobase-containing compound catabolic process211/5968407/187232.72e-172.52e-15211
GO:0000956111ThyroidPTCnuclear-transcribed mRNA catabolic process78/5968112/187232.37e-161.94e-1478
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0301824EsophagusESCCRNA degradation62/420579/84651.18e-079.39e-074.81e-0762
hsa0301834EsophagusESCCRNA degradation62/420579/84651.18e-079.39e-074.81e-0762
hsa03018LiverCirrhoticRNA degradation44/253079/84651.43e-061.65e-051.02e-0544
hsa030181LiverCirrhoticRNA degradation44/253079/84651.43e-061.65e-051.02e-0544
hsa030182LiverHCCRNA degradation58/402079/84652.29e-062.19e-051.22e-0558
hsa030183LiverHCCRNA degradation58/402079/84652.29e-062.19e-051.22e-0558
hsa030189Oral cavityOSCCRNA degradation59/370479/84652.05e-081.91e-079.70e-0859
hsa0301814Oral cavityOSCCRNA degradation59/370479/84652.05e-081.91e-079.70e-0859
hsa0301823Oral cavityLPRNA degradation39/241879/84656.98e-054.38e-042.83e-0439
hsa0301833Oral cavityLPRNA degradation39/241879/84656.98e-054.38e-042.83e-0439
hsa0301822ProstateTumorRNA degradation30/179179/84654.48e-042.35e-031.46e-0330
hsa0301832ProstateTumorRNA degradation30/179179/84654.48e-042.35e-031.46e-0330
Page: 1 

Top

Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
Page: 1 

Top

Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
Page: 1 

Top

Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
EXOSC10SNVMissense_Mutationc.1089N>Cp.Lys363Asnp.K363NQ01780protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0B3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
EXOSC10SNVMissense_Mutationc.1807G>Cp.Glu603Glnp.E603QQ01780protein_codingtolerated(0.14)benign(0.058)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
EXOSC10insertionFrame_Shift_Insnovelc.883_884insTTGAAATAp.Asp295ValfsTer14p.D295Vfs*14Q01780protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
EXOSC10insertionNonsense_Mutationnovelc.979_980insAGTGCTATAAATTTCCCTCTACp.Cys327Terp.C327*Q01780protein_codingTCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
EXOSC10SNVMissense_Mutationc.2654N>Cp.Arg885Thrp.R885TQ01780protein_codingdeleterious_low_confidence(0)probably_damaging(0.997)TCGA-EA-A43B-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EXOSC10SNVMissense_Mutationc.1465N>Cp.Glu489Glnp.E489QQ01780protein_codingtolerated(0.07)benign(0.066)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EXOSC10SNVMissense_Mutationnovelc.1162N>Cp.Asp388Hisp.D388HQ01780protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EXOSC10SNVMissense_Mutationrs757576637c.1373N>Ap.Arg458Hisp.R458HQ01780protein_codingtolerated(0.1)possibly_damaging(0.608)TCGA-ZJ-AB0I-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EXOSC10SNVMissense_Mutationc.892N>Ap.Val298Metp.V298MQ01780protein_codingtolerated(0.11)benign(0.34)TCGA-A6-2677-01Colorectumcolon adenocarcinomaFemale>=65III/IVAncillaryleucovorinSD
EXOSC10SNVMissense_Mutationc.1904C>Ap.Ala635Glup.A635EQ01780protein_codingtolerated(0.23)benign(0.003)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
Page: 1 2 3 4 5 6 7 8 

Top

Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
Page: 1