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: TBC1D14

Gene summary for TBC1D14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TBC1D14

Gene ID

57533

Gene nameTBC1 domain family member 14
Gene AliasTBC1D14
Cytomap4p16.1
Gene Typeprotein-coding
GO ID

GO:0000045

UniProtAcc

Q9P2M4


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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
57533TBC1D14HTA11_3410_2000001011HumanColorectumAD2.63e-12-4.86e-010.0155
57533TBC1D14HTA11_1938_2000001011HumanColorectumAD6.07e-04-1.63e-01-0.0811
57533TBC1D14HTA11_78_2000001011HumanColorectumAD1.22e-03-3.47e-01-0.1088
57533TBC1D14HTA11_866_3004761011HumanColorectumAD1.22e-06-4.22e-010.096
57533TBC1D14HTA11_99999970781_79442HumanColorectumMSS2.87e-08-4.48e-010.294
57533TBC1D14HTA11_99999974143_84620HumanColorectumMSS9.01e-08-4.13e-010.3005
57533TBC1D14F007HumanColorectumFAP3.03e-02-3.09e-010.1176
57533TBC1D14A002-C-010HumanColorectumFAP4.64e-02-1.60e-010.242
57533TBC1D14A001-C-207HumanColorectumFAP3.70e-03-2.99e-010.1278
57533TBC1D14A015-C-203HumanColorectumFAP2.78e-23-3.21e-01-0.1294
57533TBC1D14A015-C-204HumanColorectumFAP3.05e-04-2.06e-01-0.0228
57533TBC1D14A014-C-040HumanColorectumFAP9.69e-05-5.15e-01-0.1184
57533TBC1D14A002-C-201HumanColorectumFAP1.13e-09-2.47e-010.0324
57533TBC1D14A001-C-119HumanColorectumFAP7.04e-07-3.27e-01-0.1557
57533TBC1D14A001-C-108HumanColorectumFAP8.74e-10-2.03e-01-0.0272
57533TBC1D14A002-C-205HumanColorectumFAP1.87e-19-3.73e-01-0.1236
57533TBC1D14A015-C-005HumanColorectumFAP2.94e-05-3.17e-01-0.0336
57533TBC1D14A015-C-006HumanColorectumFAP7.80e-12-4.25e-01-0.0994
57533TBC1D14A015-C-106HumanColorectumFAP1.59e-09-2.06e-01-0.0511
57533TBC1D14A002-C-114HumanColorectumFAP1.75e-15-3.63e-01-0.1561
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
∗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:00161974ColorectumCRCendosomal transport49/2078230/187235.07e-062.05e-0449
GO:00481935ColorectumCRCGolgi vesicle transport59/2078296/187235.47e-062.17e-0459
GO:00105064ColorectumCRCregulation of autophagy62/2078317/187236.04e-062.35e-0462
GO:00421473ColorectumCRCretrograde transport, endosome to Golgi24/207891/187233.88e-059.49e-0424
GO:00435473ColorectumCRCpositive regulation of GTPase activity49/2078255/187238.67e-051.77e-0349
GO:00162364ColorectumCRCmacroautophagy51/2078291/187236.40e-048.48e-0351
GO:00105073ColorectumCRCnegative regulation of autophagy18/207885/187235.04e-033.87e-0218
GO:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:001623617EsophagusESCCmacroautophagy216/8552291/187231.94e-234.57e-21216
GO:001050617EsophagusESCCregulation of autophagy220/8552317/187236.72e-186.36e-16220
GO:001619715EsophagusESCCendosomal transport168/8552230/187232.28e-171.93e-15168
GO:001648210EsophagusESCCcytosolic transport124/8552168/187239.69e-144.69e-12124
GO:000703314EsophagusESCCvacuole organization127/8552180/187231.04e-113.85e-10127
GO:0009895111EsophagusESCCnegative regulation of catabolic process201/8552320/187233.88e-101.05e-08201
GO:0031330111EsophagusESCCnegative regulation of cellular catabolic process166/8552262/187235.17e-091.08e-07166
GO:190503712EsophagusESCCautophagosome organization73/8552103/187231.88e-072.93e-0673
GO:000004513EsophagusESCCautophagosome assembly69/855299/187231.10e-061.38e-0569
GO:190211514EsophagusESCCregulation of organelle assembly116/8552186/187233.15e-063.53e-05116
GO:00421477EsophagusESCCretrograde transport, endosome to Golgi63/855291/187234.58e-064.87e-0563
GO:001050712EsophagusESCCnegative regulation of autophagy56/855285/187231.34e-049.09e-0456
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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
TBC1D14SNVMissense_Mutationrs778562700c.116G>Ap.Arg39Glnp.R39QQ9P2M4protein_codingtolerated_low_confidence(0.24)probably_damaging(0.978)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D14SNVMissense_Mutationc.1348G>Ap.Glu450Lysp.E450KQ9P2M4protein_codingtolerated(0.08)possibly_damaging(0.455)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D14insertionIn_Frame_Insnovelc.944_945insTAAAATTTACAGTGTCCAGAAGAGAGAAAACATGCCTGTTACp.Ile315_Leu316insLysIleTyrSerValGlnLysArgGluAsnMetProValThrp.I315_L316insKIYSVQKRENMPVTQ9P2M4protein_codingTCGA-A8-A09X-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
TBC1D14insertionFrame_Shift_Insnovelc.665_666insCTTGp.Glu222AspfsTer4p.E222Dfs*4Q9P2M4protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TBC1D14insertionFrame_Shift_Insnovelc.666_667insACTCCTGGGCTCAAGTGGTCCTCCTp.Ala223ThrfsTer10p.A223Tfs*10Q9P2M4protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TBC1D14insertionFrame_Shift_Insnovelc.683_684insGGGAACAGAGCGTGCGCAAATCCTCCACGTTTCCCp.Leu229GlyfsTer13p.L229Gfs*13Q9P2M4protein_codingTCGA-BH-A0HY-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytaxotereCR
TBC1D14SNVMissense_Mutationrs780237415c.866N>Ap.Arg289Lysp.R289KQ9P2M4protein_codingtolerated(0.23)benign(0.015)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
TBC1D14SNVMissense_Mutationrs770100466c.1954N>Ap.Glu652Lysp.E652KQ9P2M4protein_codingdeleterious(0.02)benign(0.07)TCGA-DS-A7WH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TBC1D14SNVMissense_Mutationc.493N>Ap.Glu165Lysp.E165KQ9P2M4protein_codingdeleterious_low_confidence(0)benign(0.411)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
TBC1D14SNVMissense_Mutationc.937N>Ap.Ala313Thrp.A313TQ9P2M4protein_codingdeleterious(0)possibly_damaging(0.781)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=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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