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: MICA

Gene summary for MICA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MICA

Gene ID

100507436

Gene nameMHC class I polypeptide-related sequence A
Gene AliasMIC-A
Cytomap6p21.33
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q29983


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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
100507436MICALZE4THumanEsophagusESCC8.03e-123.00e-010.0811
100507436MICALZE7THumanEsophagusESCC3.10e-042.55e-010.0667
100507436MICALZE20THumanEsophagusESCC6.46e-041.02e-010.0662
100507436MICALZE24THumanEsophagusESCC1.06e-082.36e-010.0596
100507436MICALZE6THumanEsophagusESCC7.69e-064.79e-010.0845
100507436MICAP1T-EHumanEsophagusESCC1.82e-074.01e-010.0875
100507436MICAP2T-EHumanEsophagusESCC1.42e-192.92e-010.1177
100507436MICAP4T-EHumanEsophagusESCC2.68e-276.57e-010.1323
100507436MICAP5T-EHumanEsophagusESCC3.82e-184.93e-010.1327
100507436MICAP8T-EHumanEsophagusESCC2.40e-071.59e-010.0889
100507436MICAP9T-EHumanEsophagusESCC3.55e-021.20e-010.1131
100507436MICAP10T-EHumanEsophagusESCC6.24e-162.59e-010.116
100507436MICAP11T-EHumanEsophagusESCC3.38e-267.15e-010.1426
100507436MICAP12T-EHumanEsophagusESCC2.04e-112.48e-010.1122
100507436MICAP15T-EHumanEsophagusESCC3.00e-122.94e-010.1149
100507436MICAP16T-EHumanEsophagusESCC9.04e-142.33e-010.1153
100507436MICAP17T-EHumanEsophagusESCC1.07e-073.53e-010.1278
100507436MICAP19T-EHumanEsophagusESCC6.99e-043.13e-010.1662
100507436MICAP20T-EHumanEsophagusESCC3.46e-102.51e-010.1124
100507436MICAP21T-EHumanEsophagusESCC8.03e-205.56e-010.1617
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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
∗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:0042326113ThyroidPTCnegative regulation of phosphorylation189/5968385/187231.00e-124.64e-11189
GO:000815426ThyroidPTCactin polymerization or depolymerization117/5968218/187231.85e-117.21e-10117
GO:0032984110ThyroidPTCprotein-containing complex disassembly114/5968224/187232.26e-096.33e-08114
GO:0031589111ThyroidPTCcell-substrate adhesion169/5968363/187232.73e-097.57e-08169
GO:190321416ThyroidPTCregulation of protein targeting to mitochondrion33/596844/187235.20e-091.34e-0733
GO:190374718ThyroidPTCregulation of establishment of protein localization to mitochondrion36/596850/187236.68e-091.70e-0736
GO:003004125ThyroidPTCactin filament polymerization99/5968191/187237.40e-091.85e-0799
GO:190353310ThyroidPTCregulation of protein targeting51/596881/187238.40e-092.07e-0751
GO:0051017112ThyroidPTCactin filament bundle assembly83/5968157/187233.73e-088.18e-0783
GO:009887618ThyroidPTCvesicle-mediated transport to the plasma membrane74/5968136/187234.20e-089.08e-0774
GO:0061572112ThyroidPTCactin filament bundle organization84/5968161/187236.75e-081.40e-0684
GO:003153220ThyroidPTCactin cytoskeleton reorganization60/5968107/187231.91e-073.51e-0660
GO:19039558ThyroidPTCpositive regulation of protein targeting to mitochondrion24/596832/187236.76e-071.07e-0524
GO:190374910ThyroidPTCpositive regulation of establishment of protein localization to mitochondrion26/596836/187237.90e-071.22e-0526
GO:0034329111ThyroidPTCcell junction assembly180/5968420/187231.17e-061.69e-05180
GO:0043281113ThyroidPTCregulation of cysteine-type endopeptidase activity involved in apoptotic process99/5968209/187231.93e-062.64e-0599
GO:0034446111ThyroidPTCsubstrate adhesion-dependent cell spreading58/5968108/187232.07e-062.82e-0558
GO:2000116113ThyroidPTCregulation of cysteine-type endopeptidase activity108/5968235/187233.99e-064.99e-05108
GO:006056219ThyroidPTCepithelial tube morphogenesis141/5968325/187237.52e-068.73e-05141
GO:0052547113ThyroidPTCregulation of peptidase activity191/5968461/187237.82e-069.02e-05191
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05167211EsophagusESCCKaposi sarcoma-associated herpesvirus infection136/4205194/84654.28e-094.22e-082.16e-08136
hsa0516738EsophagusESCCKaposi sarcoma-associated herpesvirus infection136/4205194/84654.28e-094.22e-082.16e-08136
hsa0516721LiverHCCKaposi sarcoma-associated herpesvirus infection111/4020194/84653.78e-031.16e-026.45e-03111
hsa0516731LiverHCCKaposi sarcoma-associated herpesvirus infection111/4020194/84653.78e-031.16e-026.45e-03111
hsa0516729Oral cavityOSCCKaposi sarcoma-associated herpesvirus infection125/3704194/84653.67e-093.84e-081.96e-08125
hsa05167113Oral cavityOSCCKaposi sarcoma-associated herpesvirus infection125/3704194/84653.67e-093.84e-081.96e-08125
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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
MICASNVMissense_Mutationrs746669979c.173G>Ap.Arg58Hisp.R58Hprotein_codingtolerated(1)benign(0.009)TCGA-A2-A1FW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
MICASNVMissense_Mutationc.507G>Cp.Leu169Phep.L169Fprotein_codingtolerated(0.06)possibly_damaging(0.624)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MICAinsertionFrame_Shift_Insnovelc.517_518insGAGAAGTp.Ala173GlyfsTer89p.A173Gfs*89protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
MICAinsertionFrame_Shift_Insnovelc.518_519insACTGCTGGGTGGGGGCAGGCTTGp.Met174LeufsTer9p.M174Lfs*9protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
MICASNVMissense_Mutationc.360N>Cp.Glu120Aspp.E120Dprotein_codingtolerated(0.05)possibly_damaging(0.835)TCGA-DG-A2KM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
MICASNVMissense_Mutationnovelc.73N>Tp.Pro25Serp.P25Sprotein_codingtolerated(0.55)possibly_damaging(0.887)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
MICASNVMissense_Mutationnovelc.982C>Ap.Leu328Ilep.L328Iprotein_codingtolerated_low_confidence(0.13)benign(0.052)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MICASNVMissense_Mutationnovelc.98N>Tp.Thr33Metp.T33Mprotein_codingdeleterious(0.04)benign(0.11)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
MICASNVMissense_Mutationnovelc.545N>Ap.Ala182Aspp.A182Dprotein_codingtolerated(0.25)possibly_damaging(0.887)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
MICASNVMissense_Mutationnovelc.82C>Tp.Leu28Phep.L28Fprotein_codingdeleterious(0.05)probably_damaging(0.999)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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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
100507436MICAEXTERNAL SIDE OF PLASMA MEMBRANE, CELL SURFACEHSP7017911639
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