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: MCRIP1

Gene summary for MCRIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MCRIP1

Gene ID

348262

Gene nameMAPK regulated corepressor interacting protein 1
Gene AliasFAM195B
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0001837

UniProtAcc

A0A024R8R5


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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
348262MCRIP1GSM4909286HumanBreastIDC2.09e-082.76e-010.1081
348262MCRIP1GSM4909289HumanBreastIDC8.35e-055.92e-010.1064
348262MCRIP1GSM4909293HumanBreastIDC2.20e-092.80e-010.1581
348262MCRIP1GSM4909298HumanBreastIDC2.95e-032.31e-010.1551
348262MCRIP1GSM4909308HumanBreastIDC9.41e-093.30e-010.158
348262MCRIP1GSM4909311HumanBreastIDC1.49e-055.65e-020.1534
348262MCRIP1GSM4909317HumanBreastIDC1.48e-042.64e-010.1355
348262MCRIP1GSM4909319HumanBreastIDC7.88e-151.66e-010.1563
348262MCRIP1GSM4909320HumanBreastIDC2.36e-023.32e-010.1575
348262MCRIP1GSM4909321HumanBreastIDC3.53e-021.94e-010.1559
348262MCRIP1brca1HumanBreastPrecancer8.07e-06-1.96e-01-0.0338
348262MCRIP1brca2HumanBreastPrecancer8.30e-08-1.96e-01-0.024
348262MCRIP1brca3HumanBreastPrecancer3.85e-08-1.96e-01-0.0263
348262MCRIP1M1HumanBreastIDC1.59e-053.90e-010.1577
348262MCRIP1P1HumanBreastIDC8.05e-041.97e-010.1527
348262MCRIP1DCIS2HumanBreastDCIS1.57e-461.37e-010.0085
348262MCRIP1LZE4THumanEsophagusESCC1.80e-143.70e-010.0811
348262MCRIP1LZE5THumanEsophagusESCC8.66e-033.62e-010.0514
348262MCRIP1LZE7THumanEsophagusESCC4.69e-073.48e-010.0667
348262MCRIP1LZE8THumanEsophagusESCC5.07e-122.68e-010.067
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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:00018373BreastPrecancerepithelial to mesenchymal transition19/1080157/187231.78e-031.75e-0219
GO:000183711BreastIDCepithelial to mesenchymal transition23/1434157/187231.97e-031.88e-0223
GO:000183721BreastDCISepithelial to mesenchymal transition22/1390157/187232.92e-032.50e-0222
GO:00018378EsophagusESCCepithelial to mesenchymal transition95/8552157/187231.25e-048.56e-0495
GO:00487628EsophagusESCCmesenchymal cell differentiation133/8552236/187235.94e-043.22e-03133
GO:00107174EsophagusESCCregulation of epithelial to mesenchymal transition61/855299/187231.01e-035.09e-0361
GO:00604856EsophagusESCCmesenchyme development156/8552291/187233.76e-031.53e-02156
GO:000183715ThyroidPTCepithelial to mesenchymal transition76/5968157/187231.10e-051.21e-0476
GO:004876215ThyroidPTCmesenchymal cell differentiation99/5968236/187236.72e-044.22e-0399
GO:00107175ThyroidPTCregulation of epithelial to mesenchymal transition46/596899/187231.66e-039.13e-0346
GO:006048514ThyroidPTCmesenchyme development112/5968291/187239.48e-033.90e-02112
GO:000183722ThyroidATCepithelial to mesenchymal transition87/6293157/187231.50e-083.06e-0787
GO:004876221ThyroidATCmesenchymal cell differentiation116/6293236/187235.08e-077.30e-06116
GO:006048521ThyroidATCmesenchyme development136/6293291/187232.04e-062.43e-05136
GO:001071712ThyroidATCregulation of epithelial to mesenchymal transition53/629399/187233.42e-052.82e-0453
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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
MCRIP1SNVMissense_Mutationnovelc.326N>Ap.Arg109Hisp.R109Hprotein_codingdeleterious_low_confidence(0.01)probably_damaging(0.988)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MCRIP1SNVMissense_Mutationnovelc.122G>Ap.Arg41Hisp.R41Hprotein_codingdeleterious(0.01)probably_damaging(0.967)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MCRIP1SNVMissense_Mutationnovelc.188N>Gp.Glu63Glyp.E63Gprotein_codingdeleterious(0)possibly_damaging(0.557)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
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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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