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: TESC

Gene summary for TESC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TESC

Gene ID

54997

Gene nametescalcin
Gene AliasCHP3
Cytomap12q24.22
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q96BS2


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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
54997TESCHTA11_2487_2000001011HumanColorectumSER4.32e-133.95e-01-0.1808
54997TESCHTA11_3361_2000001011HumanColorectumAD1.34e-032.13e-01-0.1207
54997TESCHTA11_696_2000001011HumanColorectumAD5.56e-164.80e-01-0.1464
54997TESCHTA11_1391_2000001011HumanColorectumAD2.44e-133.93e-01-0.059
54997TESCHTA11_866_3004761011HumanColorectumAD2.64e-235.89e-010.096
54997TESCHTA11_4255_2000001011HumanColorectumSER1.84e-106.30e-010.0446
54997TESCHTA11_8622_2000001021HumanColorectumSER1.04e-197.76e-010.0528
54997TESCHTA11_10711_2000001011HumanColorectumAD2.15e-022.02e-010.0338
54997TESCHTA11_6818_2000001021HumanColorectumAD9.99e-411.31e+000.0588
54997TESCHTA11_99999970781_79442HumanColorectumMSS3.83e-123.62e-010.294
54997TESCHTA11_99999965062_69753HumanColorectumMSI-H7.08e-202.34e+000.3487
54997TESCHTA11_99999965104_69814HumanColorectumMSS2.57e-072.67e-010.281
54997TESCHTA11_99999971662_82457HumanColorectumMSS1.66e-851.79e+000.3859
54997TESCHTA11_99999973899_84307HumanColorectumMSS7.41e-248.53e-010.2585
54997TESCHTA11_99999974143_84620HumanColorectumMSS1.13e-427.73e-010.3005
54997TESCA001-C-104HumanColorectumFAP3.61e-021.74e-010.0184
54997TESCA015-C-006HumanColorectumFAP2.79e-063.94e-01-0.0994
54997TESCA001-C-007HumanColorectumCRC3.26e-043.22e-010.1899
54997TESCCRC-1-8810HumanColorectumCRC9.63e-083.31e-010.6257
54997TESCCRC-3-11773HumanColorectumCRC1.92e-042.20e-010.2564
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:0072659ColorectumADprotein localization to plasma membrane122/3918284/187232.86e-171.49e-14122
GO:1990778ColorectumADprotein localization to cell periphery129/3918333/187235.51e-141.15e-11129
GO:0031647ColorectumADregulation of protein stability108/3918298/187236.33e-105.08e-08108
GO:1902600ColorectumADproton transmembrane transport66/3918157/187231.59e-091.17e-0766
GO:0050821ColorectumADprotein stabilization73/3918191/187233.02e-081.64e-0673
GO:0030099ColorectumADmyeloid cell differentiation119/3918381/187231.24e-064.01e-05119
GO:0002028ColorectumADregulation of sodium ion transport36/391890/187232.89e-055.37e-0436
GO:0010765ColorectumADpositive regulation of sodium ion transport17/391835/187232.48e-043.13e-0317
GO:1902305ColorectumADregulation of sodium ion transmembrane transport27/391868/187233.19e-043.80e-0327
GO:0051604ColorectumADprotein maturation85/3918294/187236.73e-046.91e-0385
GO:2000649ColorectumADregulation of sodium ion transmembrane transporter activity23/391858/187238.82e-048.53e-0323
GO:0061458ColorectumADreproductive system development116/3918427/187231.11e-031.01e-02116
GO:1902307ColorectumADpositive regulation of sodium ion transmembrane transport11/391821/187231.43e-031.22e-0211
GO:0048608ColorectumADreproductive structure development114/3918424/187231.78e-031.47e-02114
GO:2000651ColorectumADpositive regulation of sodium ion transmembrane transporter activity9/391816/187232.06e-031.64e-029
GO:1903706ColorectumADregulation of hemopoiesis99/3918367/187233.08e-032.28e-0299
GO:0045637ColorectumADregulation of myeloid cell differentiation61/3918210/187233.17e-032.35e-0261
GO:0002573ColorectumADmyeloid leukocyte differentiation60/3918208/187234.03e-032.81e-0260
GO:0032411ColorectumADpositive regulation of transporter activity37/3918120/187236.82e-034.22e-0237
GO:00726591ColorectumSERprotein localization to plasma membrane92/2897284/187236.36e-131.86e-1092
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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
TESCSNVMissense_Mutationc.176N>Ap.Arg59Glnp.R59QQ96BS2protein_codingdeleterious(0.03)benign(0.406)TCGA-A2-A1FW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
TESCSNVMissense_Mutationc.244G>Cp.Glu82Glnp.E82QQ96BS2protein_codingtolerated(0.06)benign(0.248)TCGA-GM-A2DH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
TESCSNVMissense_Mutationrs762965516c.191G>Ap.Arg64Hisp.R64HQ96BS2protein_codingtolerated(0.34)benign(0.003)TCGA-AY-A71X-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TESCSNVMissense_Mutationc.250N>Gp.Asn84Aspp.N84DQ96BS2protein_codingtolerated(0.35)benign(0.003)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TESCSNVMissense_Mutationrs761040708c.218G>Ap.Arg73Hisp.R73HQ96BS2protein_codingtolerated(0.35)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TESCSNVMissense_Mutationnovelc.200T>Cp.Phe67Serp.F67SQ96BS2protein_codingdeleterious(0)benign(0.351)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TESCSNVMissense_Mutationnovelc.450N>Tp.Glu150Aspp.E150DQ96BS2protein_codingtolerated(0.28)benign(0.001)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TESCSNVMissense_Mutationnovelc.352N>Ap.Leu118Metp.L118MQ96BS2protein_codingdeleterious(0.01)possibly_damaging(0.703)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TESCSNVMissense_Mutationrs138273556c.295G>Ap.Asp99Asnp.D99NQ96BS2protein_codingtolerated(0.29)benign(0.001)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TESCSNVMissense_Mutationrs138273556c.295G>Ap.Asp99Asnp.D99NQ96BS2protein_codingtolerated(0.29)benign(0.001)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
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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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