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: MICB

Gene summary for MICB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MICB

Gene ID

4277

Gene nameMHC class I polypeptide-related sequence B
Gene AliasPERB11.2
Cytomap6p21.33
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

B4DUT9


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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
4277MICBP4T-EHumanEsophagusESCC2.92e-112.96e-010.1323
4277MICBP5T-EHumanEsophagusESCC1.96e-051.41e-010.1327
4277MICBP8T-EHumanEsophagusESCC7.90e-036.56e-020.0889
4277MICBP21T-EHumanEsophagusESCC3.72e-071.00e-010.1617
4277MICBP23T-EHumanEsophagusESCC5.26e-059.51e-020.108
4277MICBP24T-EHumanEsophagusESCC9.56e-081.74e-010.1287
4277MICBP27T-EHumanEsophagusESCC1.66e-029.49e-020.1055
4277MICBP32T-EHumanEsophagusESCC3.97e-041.23e-010.1666
4277MICBP36T-EHumanEsophagusESCC1.35e-031.50e-010.1187
4277MICBP40T-EHumanEsophagusESCC4.85e-031.54e-010.109
4277MICBP47T-EHumanEsophagusESCC4.17e-051.06e-010.1067
4277MICBP49T-EHumanEsophagusESCC2.60e-023.97e-010.1768
4277MICBP52T-EHumanEsophagusESCC7.98e-132.80e-010.1555
4277MICBP54T-EHumanEsophagusESCC9.33e-031.08e-010.0975
4277MICBP74T-EHumanEsophagusESCC3.15e-072.30e-010.1479
4277MICBP75T-EHumanEsophagusESCC4.17e-051.26e-010.1125
4277MICBP80T-EHumanEsophagusESCC9.62e-216.57e-010.155
4277MICBP83T-EHumanEsophagusESCC2.81e-144.42e-010.1738
4277MICBP89T-EHumanEsophagusESCC3.90e-104.51e-010.1752
4277MICBP107T-EHumanEsophagusESCC7.75e-049.48e-020.171
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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
∗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:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:00516075EsophagusESCCdefense response to virus171/8552265/187233.91e-101.05e-08171
GO:01405465EsophagusESCCdefense response to symbiont171/8552265/187233.91e-101.05e-08171
GO:0009408110EsophagusESCCresponse to heat77/8552110/187232.01e-073.11e-0677
GO:00028318EsophagusESCCregulation of response to biotic stimulus191/8552327/187232.12e-062.45e-05191
GO:000283212EsophagusESCCnegative regulation of response to biotic stimulus72/8552108/187238.36e-068.11e-0572
GO:000926619EsophagusESCCresponse to temperature stimulus106/8552178/187231.30e-048.84e-04106
GO:00507775EsophagusESCCnegative regulation of immune response112/8552194/187234.67e-042.62e-03112
GO:00506884EsophagusESCCregulation of defense response to virus45/855269/187238.26e-044.27e-0345
GO:000268316EsophagusESCCnegative regulation of immune system process231/8552434/187238.48e-044.36e-03231
GO:004211018EsophagusESCCT cell activation256/8552487/187231.18e-035.87e-03256
GO:00506871EsophagusESCCnegative regulation of defense response to virus18/855224/187233.43e-031.41e-0218
GO:00325261EsophagusESCCresponse to retinoic acid63/8552107/187234.05e-031.62e-0263
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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
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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
MICBSNVMissense_Mutationc.556G>Cp.Asp186Hisp.D186Hprotein_codingdeleterious(0.01)possibly_damaging(0.868)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MICBSNVMissense_Mutationrs754021720c.523N>Gp.Lys175Glup.K175Eprotein_codingtolerated(0.18)probably_damaging(0.999)TCGA-AC-A6IW-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MICBSNVMissense_Mutationc.951N>Ap.Met317Ilep.M317Iprotein_codingtolerated(0.42)benign(0.066)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MICBSNVMissense_Mutationnovelc.485N>Tp.Ala162Valp.A162Vprotein_codingdeleterious(0.04)probably_damaging(0.995)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MICBSNVMissense_Mutationrs775923426c.493N>Ap.Val165Ilep.V165Iprotein_codingtolerated(1)benign(0.006)TCGA-NH-A50V-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilCR
MICBSNVMissense_Mutationrs760425014c.718N>Tp.Arg240Cysp.R240Cprotein_codingtolerated(0.19)probably_damaging(0.998)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MICBSNVMissense_Mutationc.502T>Ap.Phe168Ilep.F168Iprotein_codingtolerated(0.42)benign(0.44)TCGA-AG-A01Y-01Colorectumrectum adenocarcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
MICBSNVMissense_Mutationnovelc.1055N>Gp.His352Argp.H352Rprotein_codingtolerated(0.38)probably_damaging(0.964)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
MICBSNVMissense_Mutationc.779G>Tp.Gly260Valp.G260Vprotein_codingtolerated(0.17)possibly_damaging(0.788)TCGA-A5-A0GH-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MICBSNVMissense_Mutationnovelc.127N>Cp.Ser43Prop.S43Pprotein_codingtolerated(0.32)probably_damaging(0.983)TCGA-A5-A1OF-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
4277MICBEXTERNAL SIDE OF PLASMA MEMBRANE, CELL SURFACEpeginterferon alfa-2a
4277MICBEXTERNAL SIDE OF PLASMA MEMBRANE, CELL SURFACEribavirinRIBAVIRIN
4277MICBEXTERNAL SIDE OF PLASMA MEMBRANE, CELL SURFACEpeginterferon alfa-2b
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