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: ITM2A

Gene summary for ITM2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ITM2A

Gene ID

9452

Gene nameintegral membrane protein 2A
Gene AliasBRICD2A
CytomapXq21.1
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

O43736


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
9452ITM2ALZE2DHumanEsophagusHGIN1.58e-032.29e-010.0642
9452ITM2ALZE6THumanEsophagusESCC1.99e-055.79e-010.0845
9452ITM2AP10T-EHumanEsophagusESCC8.17e-711.84e+000.116
9452ITM2AP20T-EHumanEsophagusESCC3.58e-03-1.95e-010.1124
9452ITM2AP26T-EHumanEsophagusESCC7.32e-154.22e-010.1276
9452ITM2AP62T-EHumanEsophagusESCC4.17e-03-2.47e-010.1302
9452ITM2AP75T-EHumanEsophagusESCC1.66e-02-2.57e-010.1125
9452ITM2AP76T-EHumanEsophagusESCC9.23e-06-1.51e-020.1207
9452ITM2AP127T-EHumanEsophagusESCC2.89e-02-2.42e-010.0826
9452ITM2AC38HumanOral cavityOSCC1.30e-091.53e+000.172
9452ITM2ALN38HumanOral cavityOSCC4.67e-021.31e+000.168
9452ITM2ALP17HumanOral cavityLP8.57e-111.86e+000.2349
9452ITM2ASYSMH1HumanOral cavityOSCC1.77e-03-2.08e-010.1127
9452ITM2ASYSMH4HumanOral cavityOSCC2.62e-083.22e-010.1226
9452ITM2AP3_S6_AKHumanSkinAK1.33e-05-4.04e-01-0.3256
9452ITM2AP4_S8_cSCCHumanSkincSCC2.03e-09-1.47e-01-0.3095
9452ITM2AP5_S10_cSCCHumanSkincSCC1.65e-18-5.68e-01-0.299
9452ITM2AcSCC_p10HumanSkincSCC5.87e-18-5.55e-01-0.2095
9452ITM2AcSCC_p11HumanSkincSCC1.13e-09-5.05e-01-0.2102
9452ITM2AcSCC_p3HumanSkincSCC8.98e-04-4.22e-01-0.2085
Page: 1 2 

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
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
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
∗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:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00091012EsophagusESCCglycoprotein biosynthetic process181/8552317/187232.54e-052.15e-04181
GO:19031317EsophagusESCCmononuclear cell differentiation226/8552426/187231.20e-035.88e-03226
GO:00300984EsophagusESCClymphocyte differentiation192/8552374/187231.52e-024.93e-02192
GO:19031316Oral cavityOSCCmononuclear cell differentiation210/7305426/187238.44e-069.02e-05210
GO:00091001Oral cavityOSCCglycoprotein metabolic process185/7305387/187232.37e-041.54e-03185
GO:00300983Oral cavityOSCClymphocyte differentiation179/7305374/187232.74e-041.74e-03179
GO:00091011Oral cavityOSCCglycoprotein biosynthetic process151/7305317/187231.01e-035.26e-03151
GO:00429823Oral cavityOSCCamyloid precursor protein metabolic process52/730595/187231.33e-036.62e-0352
GO:004298211Oral cavityLPamyloid precursor protein metabolic process37/462395/187231.45e-031.14e-0237
GO:19031318SkinAKmononuclear cell differentiation65/1910426/187236.24e-045.45e-0365
GO:00300985SkinAKlymphocyte differentiation57/1910374/187231.34e-031.00e-0257
GO:00429824SkinAKamyloid precursor protein metabolic process19/191095/187233.08e-031.92e-0219
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
ITM2ASNVMissense_Mutationc.43N>Ap.Glu15Lysp.E15KO43736protein_codingtolerated(0.58)benign(0.001)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ITM2ASNVMissense_Mutationc.682N>Gp.Arg228Glyp.R228GO43736protein_codingdeleterious(0.02)benign(0.088)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ITM2ASNVMissense_Mutationnovelc.532N>Cp.Glu178Glnp.E178QO43736protein_codingdeleterious(0.01)possibly_damaging(0.492)TCGA-E2-A570-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
ITM2ASNVMissense_Mutationc.140A>Tp.Glu47Valp.E47VO43736protein_codingdeleterious(0.03)benign(0.027)TCGA-E9-A1R4-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
ITM2ASNVMissense_Mutationrs776653962c.617G>Ap.Arg206Hisp.R206HO43736protein_codingtolerated(0.11)benign(0)TCGA-ZJ-AB0I-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ITM2ASNVMissense_Mutationnovelc.521N>Cp.Lys174Thrp.K174TO43736protein_codingdeleterious(0.01)possibly_damaging(0.492)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ITM2ASNVMissense_Mutationc.338A>Gp.Glu113Glyp.E113GO43736protein_codingdeleterious(0)probably_damaging(0.997)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ITM2ASNVMissense_Mutationnovelc.448N>Gp.Thr150Alap.T150AO43736protein_codingdeleterious(0)possibly_damaging(0.61)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ITM2ASNVMissense_Mutationnovelc.779T>Cp.Ile260Thrp.I260TO43736protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ITM2ASNVMissense_Mutationnovelc.179T>Cp.Leu60Prop.L60PO43736protein_codingdeleterious(0)probably_damaging(0.972)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 

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