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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: C10orf10

Gene summary for C10ORF10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C10orf10

Gene ID

11067

Gene nameDEPP1 autophagy regulator
Gene AliasC10orf10
Cytomap10q11.21
Gene Typeprotein-coding
GO ID

GO:0006914

UniProtAcc

Q9NTK1


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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
11067C10orf10P1T-EHumanEsophagusESCC1.08e-047.65e-010.0875
11067C10orf10P2T-EHumanEsophagusESCC9.25e-173.87e-010.1177
11067C10orf10P8T-EHumanEsophagusESCC2.45e-052.65e-010.0889
11067C10orf10P11T-EHumanEsophagusESCC2.27e-192.14e+000.1426
11067C10orf10P21T-EHumanEsophagusESCC4.35e-091.16e-010.1617
11067C10orf10P22T-EHumanEsophagusESCC1.23e-064.39e-010.1236
11067C10orf10P23T-EHumanEsophagusESCC4.09e-351.74e+000.108
11067C10orf10P24T-EHumanEsophagusESCC9.24e-137.49e-010.1287
11067C10orf10P26T-EHumanEsophagusESCC9.42e-046.64e-020.1276
11067C10orf10P32T-EHumanEsophagusESCC6.67e-044.27e-010.1666
11067C10orf10P36T-EHumanEsophagusESCC1.28e-109.97e-010.1187
11067C10orf10P37T-EHumanEsophagusESCC4.82e-043.10e-010.1371
11067C10orf10P47T-EHumanEsophagusESCC1.22e-073.68e-010.1067
11067C10orf10P48T-EHumanEsophagusESCC3.12e-026.14e-020.0959
11067C10orf10P52T-EHumanEsophagusESCC8.90e-083.99e-010.1555
11067C10orf10P54T-EHumanEsophagusESCC1.28e-148.05e-010.0975
11067C10orf10P57T-EHumanEsophagusESCC9.32e-106.11e-010.0926
11067C10orf10P61T-EHumanEsophagusESCC4.53e-096.03e-010.099
11067C10orf10P62T-EHumanEsophagusESCC8.97e-054.15e-010.1302
11067C10orf10P74T-EHumanEsophagusESCC6.70e-097.86e-010.1479
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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
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
∗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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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.
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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
C10orf10SNVMissense_Mutationc.76N>Ap.Gly26Serp.G26SQ9NTK1protein_codingtolerated(0.22)possibly_damaging(0.466)TCGA-Q1-A6DT-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
C10orf10SNVMissense_Mutationnovelc.326T>Gp.Phe109Cysp.F109CQ9NTK1protein_codingdeleterious(0)probably_damaging(0.977)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
C10orf10SNVMissense_Mutationnovelc.536N>Ap.Thr179Asnp.T179NQ9NTK1protein_codingtolerated(0.27)benign(0.055)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C10orf10SNVMissense_Mutationnovelc.214N>Ap.Ala72Thrp.A72TQ9NTK1protein_codingtolerated(0.46)benign(0.033)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
C10orf10SNVMissense_Mutationnovelc.574C>Tp.Arg192Cysp.R192CQ9NTK1protein_codingdeleterious(0.03)benign(0.159)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
C10orf10SNVMissense_Mutationnovelc.56N>Tp.Thr19Metp.T19MQ9NTK1protein_codingtolerated(0.06)benign(0.216)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C10orf10SNVMissense_Mutationrs188702994c.259N>Ap.Ala87Thrp.A87TQ9NTK1protein_codingtolerated(0.89)benign(0.001)TCGA-EY-A215-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C10orf10SNVMissense_Mutationc.305N>Cp.Val102Alap.V102AQ9NTK1protein_codingtolerated(1)benign(0.001)TCGA-33-4566-01Lunglung squamous cell carcinomaMale<65I/IIUnknownUnknownSD
C10orf10SNVMissense_Mutationnovelc.316G>Cp.Asp106Hisp.D106HQ9NTK1protein_codingdeleterious(0.02)probably_damaging(0.99)TCGA-34-2605-01Lunglung squamous cell carcinomaMale>=65III/IVChemotherapycisplatinPD
C10orf10SNVMissense_Mutationnovelc.335N>Tp.Ser112Phep.S112FQ9NTK1protein_codingdeleterious(0.02)benign(0.04)TCGA-NC-A5HD-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
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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
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