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: TCN1

Gene summary for TCN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TCN1

Gene ID

6947

Gene nametranscobalamin 1
Gene AliasHC
Cytomap11q12.1
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

P20061


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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
6947TCN1TumorHumanCervixCC2.65e-133.98e-010.1241
6947TCN1sample3HumanCervixCC5.43e-133.94e-010.1387
6947TCN1H2HumanCervixHSIL_HPV3.45e-287.26e-010.0632
6947TCN1T2HumanCervixCC3.40e-024.96e-010.0709
6947TCN1T3HumanCervixCC3.15e-143.90e-010.1389
6947TCN1LZE4THumanEsophagusESCC5.73e-09-7.82e-010.0811
6947TCN1LZE5THumanEsophagusESCC1.40e-10-2.67e-010.0514
6947TCN1LZE7THumanEsophagusESCC6.93e-04-7.61e-010.0667
6947TCN1LZE8THumanEsophagusESCC1.45e-07-7.69e-010.067
6947TCN1LZE20THumanEsophagusESCC1.00e-11-6.97e-010.0662
6947TCN1LZE22D1HumanEsophagusHGIN1.13e-59-1.34e-010.0595
6947TCN1LZE24THumanEsophagusESCC3.71e-13-7.82e-010.0596
6947TCN1LZE21THumanEsophagusESCC1.87e-02-7.82e-010.0655
6947TCN1LZE6THumanEsophagusESCC5.26e-05-7.82e-010.0845
6947TCN1P2T-EHumanEsophagusESCC2.17e-18-7.76e-010.1177
6947TCN1P4T-EHumanEsophagusESCC9.09e-14-7.82e-010.1323
6947TCN1P5T-EHumanEsophagusESCC5.00e-17-7.82e-010.1327
6947TCN1P8T-EHumanEsophagusESCC1.30e-13-7.10e-010.0889
6947TCN1P9T-EHumanEsophagusESCC7.79e-14-7.82e-010.1131
6947TCN1P10T-EHumanEsophagusESCC9.67e-18-7.82e-010.116
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
∗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:004578516EndometriumAEHpositive regulation of cell adhesion96/2100437/187235.50e-117.18e-0996
GO:002240714EndometriumAEHregulation of cell-cell adhesion79/2100448/187232.90e-055.40e-0479
GO:002240910EndometriumAEHpositive regulation of cell-cell adhesion54/2100284/187236.94e-051.07e-0354
GO:19030398EndometriumAEHpositive regulation of leukocyte cell-cell adhesion46/2100239/187231.72e-042.24e-0346
GO:00421109EndometriumAEHT cell activation81/2100487/187231.78e-042.30e-0381
GO:00508709EndometriumAEHpositive regulation of T cell activation41/2100216/187235.08e-045.18e-0341
GO:00071599EndometriumAEHleukocyte cell-cell adhesion63/2100371/187235.11e-045.21e-0363
GO:00508639EndometriumAEHregulation of T cell activation57/2100329/187235.58e-045.59e-0357
GO:00027645EndometriumAEHimmune response-regulating signaling pathway76/2100468/187235.76e-045.71e-0376
GO:19030379EndometriumAEHregulation of leukocyte cell-cell adhesion57/2100336/187239.42e-048.57e-0357
GO:00508525EndometriumAEHT cell receptor signaling pathway26/2100123/187231.03e-039.15e-0326
GO:00026838EndometriumAEHnegative regulation of immune system process69/2100434/187231.76e-031.41e-0269
GO:00420989EndometriumAEHT cell proliferation35/2100199/187234.66e-032.98e-0235
GO:00421298EndometriumAEHregulation of T cell proliferation31/2100171/187234.73e-033.00e-0231
GO:00018198EndometriumAEHpositive regulation of cytokine production71/2100467/187234.76e-033.02e-0271
GO:00071627EndometriumAEHnegative regulation of cell adhesion49/2100303/187235.43e-033.37e-0249
GO:00706638EndometriumAEHregulation of leukocyte proliferation41/2100245/187235.77e-033.52e-0241
GO:004578517EndometriumEECpositive regulation of cell adhesion98/2168437/187236.15e-118.38e-0998
GO:002240715EndometriumEECregulation of cell-cell adhesion84/2168448/187234.98e-061.24e-0484
GO:002240914EndometriumEECpositive regulation of cell-cell adhesion56/2168284/187234.36e-057.15e-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
TCN1SNVMissense_Mutationrs766356612c.275N>Tp.Ser92Leup.S92LP20061protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TCN1SNVMissense_Mutationnovelc.473N>Cp.Asn158Thrp.N158TP20061protein_codingtolerated(0.14)benign(0.098)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TCN1SNVMissense_Mutationrs778765850c.451G>Ap.Val151Ilep.V151IP20061protein_codingtolerated(0.18)possibly_damaging(0.724)TCGA-AN-A049-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TCN1SNVMissense_Mutationc.681N>Cp.Lys227Asnp.K227NP20061protein_codingdeleterious(0.04)probably_damaging(0.979)TCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TCN1SNVMissense_Mutationc.681N>Cp.Lys227Asnp.K227NP20061protein_codingdeleterious(0.04)probably_damaging(0.979)TCGA-E9-A22B-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
TCN1SNVMissense_Mutationrs371448135c.1139N>Ap.Arg380Hisp.R380HP20061protein_codingdeleterious(0)benign(0.039)TCGA-C5-A7CK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TCN1SNVMissense_Mutationnovelc.1187N>Tp.Asn396Ilep.N396IP20061protein_codingdeleterious(0)possibly_damaging(0.606)TCGA-C5-A8YR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
TCN1SNVMissense_Mutationc.691N>Cp.Glu231Glnp.E231QP20061protein_codingtolerated(0.19)benign(0.053)TCGA-JW-A852-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
TCN1SNVMissense_Mutationnovelc.843C>Gp.Phe281Leup.F281LP20061protein_codingdeleterious(0.03)benign(0.376)TCGA-VS-A8Q8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
TCN1SNVMissense_Mutationc.413N>Ap.Gly138Aspp.G138DP20061protein_codingtolerated(0.14)benign(0.031)TCGA-AA-3663-01Colorectumcolon 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
6947TCN1DRUGGABLE GENOMECYANOCOBALAMINCYANOCOBALAMIN2876185
6947TCN1DRUGGABLE GENOMEVITAMIN-B12526444,3018464,1285639,6164603,8438881,474643,1176445,10207776,3332101,2235967,1504859
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