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: TBC1D17

Gene summary for TBC1D17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TBC1D17

Gene ID

79735

Gene nameTBC1 domain family member 17
Gene AliasTBC1D17
Cytomap19q13.33
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9HA65


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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
79735TBC1D17LZE4THumanEsophagusESCC1.61e-091.85e-010.0811
79735TBC1D17LZE7THumanEsophagusESCC1.01e-073.48e-010.0667
79735TBC1D17LZE20THumanEsophagusESCC4.44e-071.84e-010.0662
79735TBC1D17LZE22THumanEsophagusESCC1.45e-095.63e-010.068
79735TBC1D17LZE24THumanEsophagusESCC3.85e-174.45e-010.0596
79735TBC1D17LZE21THumanEsophagusESCC7.15e-034.03e-010.0655
79735TBC1D17P1T-EHumanEsophagusESCC1.04e-106.70e-010.0875
79735TBC1D17P2T-EHumanEsophagusESCC2.96e-467.68e-010.1177
79735TBC1D17P4T-EHumanEsophagusESCC2.53e-184.25e-010.1323
79735TBC1D17P5T-EHumanEsophagusESCC3.76e-198.91e-020.1327
79735TBC1D17P8T-EHumanEsophagusESCC1.83e-428.24e-010.0889
79735TBC1D17P9T-EHumanEsophagusESCC9.02e-122.11e-010.1131
79735TBC1D17P10T-EHumanEsophagusESCC7.22e-386.58e-010.116
79735TBC1D17P11T-EHumanEsophagusESCC2.36e-165.74e-010.1426
79735TBC1D17P12T-EHumanEsophagusESCC2.06e-294.36e-010.1122
79735TBC1D17P15T-EHumanEsophagusESCC6.27e-244.55e-010.1149
79735TBC1D17P16T-EHumanEsophagusESCC1.92e-388.71e-010.1153
79735TBC1D17P17T-EHumanEsophagusESCC1.05e-144.55e-010.1278
79735TBC1D17P19T-EHumanEsophagusESCC2.04e-065.05e-010.1662
79735TBC1D17P20T-EHumanEsophagusESCC2.86e-112.47e-010.1124
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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
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.

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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
GO:001619715EsophagusESCCendosomal transport168/8552230/187232.28e-171.93e-15168
GO:001648210EsophagusESCCcytosolic transport124/8552168/187239.69e-144.69e-12124
GO:00421477EsophagusESCCretrograde transport, endosome to Golgi63/855291/187234.58e-064.87e-0563
GO:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:00161979Oral cavityOSCCendosomal transport141/7305230/187235.40e-122.06e-10141
GO:00164829Oral cavityOSCCcytosolic transport106/7305168/187232.08e-105.90e-09106
GO:00421476Oral cavityOSCCretrograde transport, endosome to Golgi55/730591/187232.79e-052.59e-0455
GO:004308710Oral cavityOSCCregulation of GTPase activity165/7305348/187237.94e-044.27e-03165
GO:001619718ThyroidPTCendosomal transport128/5968230/187236.26e-143.52e-12128
GO:001648217ThyroidPTCcytosolic transport92/5968168/187236.41e-101.97e-0892
GO:004308718ThyroidPTCregulation of GTPase activity148/5968348/187231.63e-051.71e-04148
GO:00421479ThyroidPTCretrograde transport, endosome to Golgi48/596891/187232.86e-052.78e-0448
GO:004354714ThyroidPTCpositive regulation of GTPase activity103/5968255/187232.38e-031.25e-02103
GO:001619719ThyroidATCendosomal transport128/6293230/187234.44e-121.75e-10128
GO:001648218ThyroidATCcytosolic transport93/6293168/187235.19e-091.15e-0793
GO:004308719ThyroidATCregulation of GTPase activity153/6293348/187233.24e-052.68e-04153
GO:004214715ThyroidATCretrograde transport, endosome to Golgi49/629391/187235.48e-054.23e-0449
GO:004354715ThyroidATCpositive regulation of GTPase activity106/6293255/187234.58e-031.89e-02106
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04137210EsophagusESCCMitophagy - animal54/420572/84659.33e-064.96e-052.54e-0554
hsa0413738EsophagusESCCMitophagy - animal54/420572/84659.33e-064.96e-052.54e-0554
hsa0413728Oral cavityOSCCMitophagy - animal58/370472/84651.48e-102.07e-091.05e-0958
hsa04137112Oral cavityOSCCMitophagy - animal58/370472/84651.48e-102.07e-091.05e-0958
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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
TBC1D17SNVMissense_Mutationnovelc.695A>Gp.Asn232Serp.N232SQ9HA65protein_codingdeleterious(0.02)possibly_damaging(0.596)TCGA-A7-A6VW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
TBC1D17SNVMissense_Mutationnovelc.1237N>Ap.Asp413Asnp.D413NQ9HA65protein_codingdeleterious(0.01)benign(0.249)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D17SNVMissense_Mutationc.166N>Ap.Asp56Asnp.D56NQ9HA65protein_codingtolerated(0.07)possibly_damaging(0.71)TCGA-C8-A1HE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TBC1D17SNVMissense_Mutationc.1205N>Gp.Asp402Glyp.D402GQ9HA65protein_codingdeleterious(0)probably_damaging(0.994)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
TBC1D17insertionNonsense_Mutationnovelc.1508_1509insGATTTGATGTAACTTGACCTGCTGGp.Phe504IlefsTer2p.F504Ifs*2Q9HA65protein_codingTCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
TBC1D17insertionNonsense_Mutationnovelc.1643_1644insTTGAGTTAAp.Ser548_Asn549insTerp.S548_N549ins*Q9HA65protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
TBC1D17insertionIn_Frame_Insnovelc.1644_1645insTTGGGGGGAAAAp.Ser548_Asn549insLeuGlyGlyLysp.S548_N549insLGGKQ9HA65protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
TBC1D17SNVMissense_Mutationc.826N>Ap.Glu276Lysp.E276KQ9HA65protein_codingtolerated(0.71)benign(0.003)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TBC1D17SNVMissense_Mutationnovelc.123N>Gp.Asp41Glup.D41EQ9HA65protein_codingtolerated(0.48)possibly_damaging(0.596)TCGA-VS-A9V1-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
TBC1D17SNVMissense_Mutationnovelc.839C>Tp.Pro280Leup.P280LQ9HA65protein_codingdeleterious(0)probably_damaging(0.924)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
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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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