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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: SEC22C

Gene summary for SEC22C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SEC22C

Gene ID

9117

Gene nameSEC22 homolog C, vesicle trafficking protein
Gene AliasSEC22L3
Cytomap3p22.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A024R2Q1


Top

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
9117SEC22CLZE4THumanEsophagusESCC1.33e-113.51e-010.0811
9117SEC22CLZE7THumanEsophagusESCC5.52e-042.20e-010.0667
9117SEC22CLZE8THumanEsophagusESCC2.21e-043.51e-020.067
9117SEC22CLZE24THumanEsophagusESCC3.04e-051.68e-010.0596
9117SEC22CLZE6THumanEsophagusESCC9.37e-061.38e-010.0845
9117SEC22CP2T-EHumanEsophagusESCC1.79e-111.73e-010.1177
9117SEC22CP4T-EHumanEsophagusESCC7.55e-234.57e-010.1323
9117SEC22CP5T-EHumanEsophagusESCC5.12e-151.69e-010.1327
9117SEC22CP8T-EHumanEsophagusESCC4.69e-131.36e-010.0889
9117SEC22CP9T-EHumanEsophagusESCC1.40e-091.68e-010.1131
9117SEC22CP10T-EHumanEsophagusESCC1.32e-152.63e-010.116
9117SEC22CP11T-EHumanEsophagusESCC6.20e-124.87e-010.1426
9117SEC22CP12T-EHumanEsophagusESCC4.31e-255.43e-010.1122
9117SEC22CP15T-EHumanEsophagusESCC1.60e-132.18e-010.1149
9117SEC22CP16T-EHumanEsophagusESCC4.18e-232.24e-010.1153
9117SEC22CP17T-EHumanEsophagusESCC4.78e-052.61e-010.1278
9117SEC22CP19T-EHumanEsophagusESCC3.43e-095.26e-010.1662
9117SEC22CP20T-EHumanEsophagusESCC5.23e-101.17e-010.1124
9117SEC22CP21T-EHumanEsophagusESCC1.49e-315.15e-010.1617
9117SEC22CP22T-EHumanEsophagusESCC1.08e-243.13e-010.1236
Page: 1 2 3 4 5 

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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:000688815EsophagusESCCendoplasmic reticulum to Golgi vesicle-mediated transport102/8552130/187231.73e-149.22e-13102
GO:004819321LiverHCCGolgi vesicle transport217/7958296/187232.58e-271.02e-24217
GO:000688821LiverHCCendoplasmic reticulum to Golgi vesicle-mediated transport100/7958130/187231.15e-158.67e-14100
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:00068888Oral cavityOSCCendoplasmic reticulum to Golgi vesicle-mediated transport97/7305130/187231.42e-161.15e-1497
GO:004819314ProstateTumorGolgi vesicle transport105/3246296/187233.55e-144.33e-12105
GO:000688813ProstateTumorendoplasmic reticulum to Golgi vesicle-mediated transport49/3246130/187232.49e-088.33e-0749
GO:0048193110SkincSCCGolgi vesicle transport153/4864296/187231.85e-213.41e-19153
GO:000688810SkincSCCendoplasmic reticulum to Golgi vesicle-mediated transport73/4864130/187232.60e-131.57e-1173
GO:004819320ThyroidPTCGolgi vesicle transport186/5968296/187233.09e-281.22e-25186
GO:000688817ThyroidPTCendoplasmic reticulum to Golgi vesicle-mediated transport83/5968130/187236.19e-143.52e-1283
GO:0048193111ThyroidATCGolgi vesicle transport189/6293296/187239.58e-275.05e-24189
GO:000688823ThyroidATCendoplasmic reticulum to Golgi vesicle-mediated transport84/6293130/187234.40e-131.97e-1184
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
SEC22CSNVMissense_Mutationnovelc.448N>Ap.Pro150Thrp.P150TQ9BRL7protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-OL-A66J-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SEC22CSNVMissense_Mutationrs767627993c.25N>Ap.Val9Metp.V9MQ9BRL7protein_codingdeleterious(0)possibly_damaging(0.791)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SEC22CSNVMissense_Mutationrs759546532c.31N>Tp.Arg11Trpp.R11WQ9BRL7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
SEC22CSNVMissense_Mutationrs777387356c.331G>Ap.Ala111Thrp.A111TQ9BRL7protein_codingtolerated(0.15)possibly_damaging(0.726)TCGA-DY-A1DD-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SEC22CdeletionFrame_Shift_Delc.830delNp.Phe277SerfsTer3p.F277Sfs*3Q9BRL7protein_codingTCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
SEC22CSNVMissense_Mutationc.693N>Ap.Phe231Leup.F231LQ9BRL7protein_codingtolerated(0.07)benign(0.359)TCGA-A5-A0GM-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SEC22CSNVMissense_Mutationc.475G>Tp.Asp159Tyrp.D159YQ9BRL7protein_codingdeleterious(0.01)possibly_damaging(0.556)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SEC22CSNVMissense_Mutationrs773396306c.206N>Tp.Ala69Valp.A69VQ9BRL7protein_codingdeleterious(0.01)probably_damaging(0.946)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SEC22CSNVMissense_Mutationnovelc.101G>Tp.Arg34Metp.R34MQ9BRL7protein_codingdeleterious(0)probably_damaging(0.921)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SEC22CSNVMissense_Mutationrs777387356c.331G>Ap.Ala111Thrp.A111TQ9BRL7protein_codingtolerated(0.15)possibly_damaging(0.726)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 

Top

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
Page: 1