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: TCHP

Gene summary for TCHP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TCHP

Gene ID

84260

Gene nametrichoplein keratin filament binding
Gene AliasTpMs
Cytomap12q24.11
Gene Typeprotein-coding
GO ID

GO:0001558

UniProtAcc

A0A024RBM9


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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
84260TCHPLZE7THumanEsophagusESCC1.64e-083.73e-010.0667
84260TCHPLZE24THumanEsophagusESCC4.53e-083.07e-010.0596
84260TCHPP1T-EHumanEsophagusESCC3.12e-052.49e-010.0875
84260TCHPP2T-EHumanEsophagusESCC5.17e-345.91e-010.1177
84260TCHPP4T-EHumanEsophagusESCC2.98e-173.94e-010.1323
84260TCHPP5T-EHumanEsophagusESCC2.47e-163.07e-010.1327
84260TCHPP8T-EHumanEsophagusESCC4.37e-051.23e-010.0889
84260TCHPP9T-EHumanEsophagusESCC3.32e-062.11e-010.1131
84260TCHPP10T-EHumanEsophagusESCC1.64e-112.34e-010.116
84260TCHPP11T-EHumanEsophagusESCC7.40e-083.79e-010.1426
84260TCHPP12T-EHumanEsophagusESCC4.53e-061.76e-010.1122
84260TCHPP15T-EHumanEsophagusESCC1.09e-082.31e-010.1149
84260TCHPP16T-EHumanEsophagusESCC1.04e-132.78e-010.1153
84260TCHPP17T-EHumanEsophagusESCC1.01e-023.48e-010.1278
84260TCHPP20T-EHumanEsophagusESCC3.90e-142.69e-010.1124
84260TCHPP21T-EHumanEsophagusESCC1.41e-113.05e-010.1617
84260TCHPP22T-EHumanEsophagusESCC2.14e-092.39e-010.1236
84260TCHPP23T-EHumanEsophagusESCC3.53e-143.20e-010.108
84260TCHPP24T-EHumanEsophagusESCC6.29e-061.98e-010.1287
84260TCHPP26T-EHumanEsophagusESCC1.38e-082.22e-010.1276
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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
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
∗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:0016049110EsophagusESCCcell growth289/8552482/187231.29e-103.77e-09289
GO:0010639110EsophagusESCCnegative regulation of organelle organization215/8552348/187238.20e-102.01e-08215
GO:000155819EsophagusESCCregulation of cell growth248/8552414/187232.97e-096.45e-08248
GO:190211514EsophagusESCCregulation of organelle assembly116/8552186/187233.15e-063.53e-05116
GO:00459267EsophagusESCCnegative regulation of growth148/8552249/187237.88e-067.73e-05148
GO:006049118EsophagusESCCregulation of cell projection assembly110/8552188/187232.60e-041.58e-03110
GO:012003218EsophagusESCCregulation of plasma membrane bounded cell projection assembly108/8552186/187234.37e-042.46e-03108
GO:00303085EsophagusESCCnegative regulation of cell growth108/8552188/187237.46e-043.87e-03108
GO:190211611EsophagusESCCnegative regulation of organelle assembly28/855241/187232.88e-031.21e-0228
GO:001063912LiverHCCnegative regulation of organelle organization204/7958348/187237.67e-102.37e-08204
GO:001604921LiverHCCcell growth269/7958482/187231.84e-095.35e-08269
GO:000155821LiverHCCregulation of cell growth228/7958414/187231.34e-072.55e-06228
GO:19021151LiverHCCregulation of organelle assembly110/7958186/187233.30e-064.34e-05110
GO:1902116LiverHCCnegative regulation of organelle assembly28/795841/187237.54e-044.55e-0328
GO:006049112LiverHCCregulation of cell projection assembly101/7958188/187231.20e-036.69e-03101
GO:012003212LiverHCCregulation of plasma membrane bounded cell projection assembly100/7958186/187231.23e-036.81e-03100
GO:00459263LiverHCCnegative regulation of growth129/7958249/187231.81e-039.37e-03129
GO:0030308LiverHCCnegative regulation of cell growth98/7958188/187234.74e-032.02e-0298
GO:001604917Oral cavityOSCCcell growth268/7305482/187236.55e-143.51e-12268
GO:000155816Oral cavityOSCCregulation of cell growth228/7305414/187231.74e-116.09e-10228
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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
TCHPSNVMissense_Mutationnovelc.374C>Tp.Ser125Leup.S125LQ9BT92protein_codingdeleterious(0.05)benign(0.006)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
TCHPSNVMissense_Mutationnovelc.1187G>Tp.Arg396Leup.R396LQ9BT92protein_codingtolerated(0.06)benign(0.137)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
TCHPSNVMissense_Mutationrs747428120c.167N>Tp.Ser56Phep.S56FQ9BT92protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TCHPSNVMissense_Mutationrs199860940c.452N>Ap.Arg151Glnp.R151QQ9BT92protein_codingtolerated(0.1)possibly_damaging(0.686)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TCHPSNVMissense_Mutationc.1304A>Cp.Gln435Prop.Q435PQ9BT92protein_codingdeleterious(0.01)benign(0.305)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
TCHPSNVMissense_Mutationnovelc.764N>Gp.Glu255Glyp.E255GQ9BT92protein_codingdeleterious(0)possibly_damaging(0.739)TCGA-BH-A0HO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
TCHPSNVMissense_Mutationnovelc.764A>Gp.Glu255Glyp.E255GQ9BT92protein_codingdeleterious(0)possibly_damaging(0.739)TCGA-BH-A1F5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TCHPSNVMissense_Mutationnovelc.764A>Gp.Glu255Glyp.E255GQ9BT92protein_codingdeleterious(0)possibly_damaging(0.739)TCGA-C8-A273-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TCHPSNVMissense_Mutationnovelc.764N>Gp.Glu255Glyp.E255GQ9BT92protein_codingdeleterious(0)possibly_damaging(0.739)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
TCHPinsertionFrame_Shift_Insnovelc.534_535insGCTGGGATTACAGGCGTGGGCCACAGGGTCCAGCTAGGp.Thr179AlafsTer34p.T179Afs*34Q9BT92protein_codingTCGA-A8-A06O-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozoleSD
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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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