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: TCAF2

Gene summary for TCAF2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TCAF2

Gene ID

285966

Gene nameTRPM8 channel associated factor 2
Gene AliasFAM115C
Cytomap7q35
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

A6NFQ2


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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
285966TCAF2LZE20THumanEsophagusESCC4.98e-029.76e-020.0662
285966TCAF2P4T-EHumanEsophagusESCC8.00e-039.13e-020.1323
285966TCAF2P15T-EHumanEsophagusESCC2.04e-072.04e-010.1149
285966TCAF2P16T-EHumanEsophagusESCC3.50e-024.46e-020.1153
285966TCAF2P26T-EHumanEsophagusESCC1.78e-031.26e-010.1276
285966TCAF2P27T-EHumanEsophagusESCC3.75e-037.08e-020.1055
285966TCAF2P32T-EHumanEsophagusESCC1.96e-051.28e-010.1666
285966TCAF2P49T-EHumanEsophagusESCC3.28e-159.50e-010.1768
285966TCAF2P83T-EHumanEsophagusESCC8.77e-031.16e-010.1738
285966TCAF2P89T-EHumanEsophagusESCC6.22e-105.75e-010.1752
285966TCAF2P91T-EHumanEsophagusESCC8.74e-053.52e-010.1828
285966TCAF2P130T-EHumanEsophagusESCC1.96e-051.24e-010.1676
285966TCAF2HTA12-23-1HumanPancreasPDAC4.94e-045.23e-010.3405
285966TCAF2HTA12-25-1HumanPancreasPDAC1.29e-023.62e-010.313
285966TCAF2HTA12-26-1HumanPancreasPDAC1.07e-178.06e-010.3728
285966TCAF2HTA12-29-1HumanPancreasPDAC5.02e-204.74e-010.3722
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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
∗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:003238618EsophagusESCCregulation of intracellular transport243/8552337/187233.20e-237.25e-21243
GO:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:1903829111EsophagusESCCpositive regulation of cellular protein localization199/8552276/187232.99e-193.45e-17199
GO:0033157110EsophagusESCCregulation of intracellular protein transport169/8552229/187233.31e-183.23e-16169
GO:0032388110EsophagusESCCpositive regulation of intracellular transport152/8552202/187237.89e-187.36e-16152
GO:1904951111EsophagusESCCpositive regulation of establishment of protein localization216/8552319/187231.01e-156.86e-14216
GO:0090150110EsophagusESCCestablishment of protein localization to membrane182/8552260/187231.27e-158.19e-14182
GO:009031617EsophagusESCCpositive regulation of intracellular protein transport122/8552160/187232.45e-151.49e-13122
GO:0051222111EsophagusESCCpositive regulation of protein transport204/8552303/187231.56e-148.38e-13204
GO:190547519EsophagusESCCregulation of protein localization to membrane117/8552175/187231.14e-082.26e-07117
GO:190547719EsophagusESCCpositive regulation of protein localization to membrane73/8552106/187231.13e-061.40e-0573
GO:190353315EsophagusESCCregulation of protein targeting57/855281/187235.83e-066.03e-0557
GO:00066124EsophagusESCCprotein targeting to membrane83/8552131/187233.31e-052.73e-0483
GO:00903142EsophagusESCCpositive regulation of protein targeting to membrane22/855230/187231.98e-038.90e-0322
GO:00903132EsophagusESCCregulation of protein targeting to membrane24/855236/187238.98e-033.13e-0224
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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
TCAF2SNVMissense_Mutationnovelc.1109N>Cp.Asn370Thrp.N370TA6NFQ2protein_codingdeleterious(0)probably_damaging(0.988)TCGA-B6-A1KF-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TCAF2SNVMissense_Mutationrs371064627c.2299N>Ap.Gly767Argp.G767RA6NFQ2protein_codingtolerated(0.16)benign(0.049)TCGA-C8-A1HO-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
TCAF2SNVMissense_Mutationc.982N>Tp.Asn328Tyrp.N328YA6NFQ2protein_codingdeleterious(0)benign(0.395)TCGA-C5-A7CO-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
TCAF2SNVMissense_Mutationrs771564142c.277G>Ap.Val93Metp.V93MA6NFQ2protein_codingdeleterious(0.02)possibly_damaging(0.891)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
TCAF2SNVMissense_Mutationnovelc.1086N>Tp.Gln362Hisp.Q362HA6NFQ2protein_codingtolerated(0.19)benign(0.03)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TCAF2SNVMissense_Mutationrs753228023c.988N>Ap.Asp330Asnp.D330NA6NFQ2protein_codingtolerated(0.16)benign(0.077)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TCAF2SNVMissense_Mutationnovelc.1139C>Ap.Pro380Hisp.P380HA6NFQ2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TCAF2SNVMissense_Mutationc.940C>Gp.Leu314Valp.L314VA6NFQ2protein_codingdeleterious(0.01)possibly_damaging(0.767)TCGA-AG-3898-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TCAF2SNVMissense_Mutationc.1021G>Tp.Asp341Tyrp.D341YA6NFQ2protein_codingdeleterious(0)probably_damaging(0.967)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TCAF2SNVMissense_Mutationnovelc.1284G>Tp.Glu428Aspp.E428DA6NFQ2protein_codingtolerated(0.39)benign(0.005)TCGA-AG-A002-01Colorectumrectum 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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