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: ITM2C

Gene summary for ITM2C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ITM2C

Gene ID

81618

Gene nameintegral membrane protein 2C
Gene AliasBRI3
Cytomap2q37.1
Gene Typeprotein-coding
GO ID

GO:0006807

UniProtAcc

Q9NQX7


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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
81618ITM2CHTA11_2487_2000001011HumanColorectumSER9.86e-311.56e+00-0.1808
81618ITM2CHTA11_1938_2000001011HumanColorectumAD1.62e-231.26e+00-0.0811
81618ITM2CHTA11_78_2000001011HumanColorectumAD1.53e-231.06e+00-0.1088
81618ITM2CHTA11_347_2000001011HumanColorectumAD4.05e-722.06e+00-0.1954
81618ITM2CHTA11_411_2000001011HumanColorectumSER2.33e-202.59e+00-0.2602
81618ITM2CHTA11_2112_2000001011HumanColorectumSER1.85e-132.08e+00-0.2196
81618ITM2CHTA11_3361_2000001011HumanColorectumAD9.94e-301.35e+00-0.1207
81618ITM2CHTA11_83_2000001011HumanColorectumSER3.51e-231.31e+00-0.1526
81618ITM2CHTA11_696_2000001011HumanColorectumAD1.10e-531.68e+00-0.1464
81618ITM2CHTA11_866_2000001011HumanColorectumAD7.99e-301.17e+00-0.1001
81618ITM2CHTA11_1391_2000001011HumanColorectumAD7.03e-491.50e+00-0.059
81618ITM2CHTA11_2992_2000001011HumanColorectumSER7.92e-222.09e+00-0.1706
81618ITM2CHTA11_5212_2000001011HumanColorectumAD1.87e-372.66e+00-0.2061
81618ITM2CHTA11_5216_2000001011HumanColorectumSER3.21e-192.09e+00-0.1462
81618ITM2CHTA11_546_2000001011HumanColorectumAD2.81e-181.06e+00-0.0842
81618ITM2CHTA11_9341_2000001011HumanColorectumSER1.81e-069.26e-01-0.00410000000000005
81618ITM2CHTA11_7862_2000001011HumanColorectumAD1.61e-361.56e+00-0.0179
81618ITM2CHTA11_866_3004761011HumanColorectumAD1.87e-095.09e-010.096
81618ITM2CHTA11_9408_2000001011HumanColorectumAD3.83e-025.49e-010.0451
81618ITM2CHTA11_8622_2000001021HumanColorectumSER1.01e-131.10e+000.0528
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
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:2001233ColorectumADregulation of apoptotic signaling pathway119/3918356/187232.14e-081.21e-06119
GO:0010975ColorectumADregulation of neuron projection development129/3918445/187232.88e-055.37e-04129
GO:0097191ColorectumADextrinsic apoptotic signaling pathway68/3918219/187232.64e-043.27e-0368
GO:0031345ColorectumADnegative regulation of cell projection organization58/3918186/187236.37e-046.58e-0358
GO:2001235ColorectumADpositive regulation of apoptotic signaling pathway42/3918126/187237.85e-047.84e-0342
GO:0010977ColorectumADnegative regulation of neuron projection development43/3918137/187232.60e-031.97e-0243
GO:20012331ColorectumSERregulation of apoptotic signaling pathway101/2897356/187233.05e-104.07e-08101
GO:00971911ColorectumSERextrinsic apoptotic signaling pathway58/2897219/187231.76e-055.22e-0458
GO:20012351ColorectumSERpositive regulation of apoptotic signaling pathway36/2897126/187231.29e-042.63e-0336
GO:2001236ColorectumSERregulation of extrinsic apoptotic signaling pathway39/2897151/187236.67e-048.94e-0339
GO:00109751ColorectumSERregulation of neuron projection development92/2897445/187231.85e-031.89e-0292
GO:00313451ColorectumSERnegative regulation of cell projection organization42/2897186/187236.51e-034.66e-0242
GO:20012332ColorectumMSSregulation of apoptotic signaling pathway116/3467356/187231.02e-101.06e-08116
GO:20012352ColorectumMSSpositive regulation of apoptotic signaling pathway42/3467126/187234.95e-058.97e-0442
GO:00109752ColorectumMSSregulation of neuron projection development115/3467445/187236.91e-051.20e-03115
GO:00971912ColorectumMSSextrinsic apoptotic signaling pathway63/3467219/187231.34e-042.03e-0363
GO:00313452ColorectumMSSnegative regulation of cell projection organization54/3467186/187233.03e-043.96e-0354
GO:00109771ColorectumMSSnegative regulation of neuron projection development39/3467137/187232.86e-032.22e-0239
GO:20012361ColorectumMSSregulation of extrinsic apoptotic signaling pathway42/3467151/187233.23e-032.45e-0242
GO:00109753ColorectumFAPregulation of neuron projection development102/2622445/187232.04e-071.24e-05102
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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
ITM2CSNVMissense_Mutationrs764555891c.283N>Tp.Arg95Cysp.R95CQ9NQX7protein_codingtolerated(0.09)benign(0.288)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ITM2CSNVMissense_Mutationrs748390195c.499N>Ap.Glu167Lysp.E167KQ9NQX7protein_codingtolerated(0.07)probably_damaging(0.996)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ITM2CSNVMissense_Mutationrs760386716c.383G>Ap.Arg128Hisp.R128HQ9NQX7protein_codingtolerated(0.54)benign(0.003)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ITM2CSNVMissense_Mutationrs200266468c.751N>Tp.Arg251Cysp.R251CQ9NQX7protein_codingdeleterious(0)probably_damaging(0.996)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
ITM2CSNVMissense_Mutationc.637G>Ap.Ala213Thrp.A213TQ9NQX7protein_codingtolerated(0.18)benign(0.011)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
ITM2CSNVMissense_Mutationrs143044408c.695N>Ap.Arg232Hisp.R232HQ9NQX7protein_codingdeleterious(0.01)probably_damaging(0.959)TCGA-EI-6514-01Colorectumrectum adenocarcinomaFemale<65I/IIChemotherapy5-fuSD
ITM2CSNVMissense_Mutationrs769890271c.217N>Ap.Val73Metp.V73MQ9NQX7protein_codingdeleterious(0)possibly_damaging(0.499)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ITM2CdeletionFrame_Shift_Delc.158delGp.Gly53AlafsTer66p.G53Afs*66Q9NQX7protein_codingTCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ITM2CSNVMissense_Mutationrs748390195c.499N>Ap.Glu167Lysp.E167KQ9NQX7protein_codingtolerated(0.07)probably_damaging(0.996)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ITM2CSNVMissense_Mutationrs769890271c.217N>Ap.Val73Metp.V73MQ9NQX7protein_codingdeleterious(0)possibly_damaging(0.499)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=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
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