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: MCPH1

Gene summary for MCPH1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MCPH1

Gene ID

79648

Gene namemicrocephalin 1
Gene AliasBRIT1
Cytomap8p23.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q8NEM0


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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
79648MCPH1HTA11_3410_2000001011HumanColorectumAD2.67e-16-5.98e-010.0155
79648MCPH1HTA11_2487_2000001011HumanColorectumSER5.53e-06-5.30e-01-0.1808
79648MCPH1HTA11_78_2000001011HumanColorectumAD1.56e-02-3.45e-01-0.1088
79648MCPH1HTA11_347_2000001011HumanColorectumAD6.30e-04-3.21e-01-0.1954
79648MCPH1HTA11_3361_2000001011HumanColorectumAD9.75e-06-5.45e-01-0.1207
79648MCPH1HTA11_83_2000001011HumanColorectumSER6.43e-03-5.18e-01-0.1526
79648MCPH1HTA11_696_2000001011HumanColorectumAD1.00e-13-4.31e-01-0.1464
79648MCPH1HTA11_866_2000001011HumanColorectumAD5.17e-09-4.10e-01-0.1001
79648MCPH1HTA11_1391_2000001011HumanColorectumAD3.75e-02-3.27e-01-0.059
79648MCPH1HTA11_5212_2000001011HumanColorectumAD2.44e-02-6.13e-01-0.2061
79648MCPH1HTA11_7862_2000001011HumanColorectumAD1.94e-03-6.14e-01-0.0179
79648MCPH1HTA11_866_3004761011HumanColorectumAD1.28e-12-5.59e-010.096
79648MCPH1HTA11_7696_3000711011HumanColorectumAD3.04e-16-4.78e-010.0674
79648MCPH1HTA11_99999970781_79442HumanColorectumMSS2.49e-21-5.38e-010.294
79648MCPH1HTA11_99999965104_69814HumanColorectumMSS5.99e-07-6.02e-010.281
79648MCPH1HTA11_99999971662_82457HumanColorectumMSS1.73e-07-3.49e-010.3859
79648MCPH1HTA11_99999973899_84307HumanColorectumMSS2.62e-03-5.52e-010.2585
79648MCPH1HTA11_99999974143_84620HumanColorectumMSS9.75e-19-5.31e-010.3005
79648MCPH1A001-C-207HumanColorectumFAP6.95e-03-2.19e-010.1278
79648MCPH1A015-C-203HumanColorectumFAP6.82e-18-2.27e-01-0.1294
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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
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
∗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:00987273LiverNAFLDmaintenance of cell number26/1882134/187237.72e-049.73e-0326
GO:00715394LiverNAFLDprotein localization to centrosome10/188233/187231.09e-031.27e-0210
GO:19055084LiverNAFLDprotein localization to microtubule organizing center10/188235/187231.79e-031.85e-0210
GO:00516565LiverNAFLDestablishment of organelle localization57/1882390/187232.52e-032.34e-0257
GO:00603481LiverNAFLDbone development33/1882205/187234.45e-033.60e-0233
GO:00726983LiverNAFLDprotein localization to microtubule cytoskeleton12/188254/187236.44e-034.69e-0212
GO:003304421LiverHCCregulation of chromosome organization125/7958187/187231.35e-115.40e-10125
GO:005165621LiverHCCestablishment of organelle localization226/7958390/187234.15e-101.34e-08226
GO:000716322LiverHCCestablishment or maintenance of cell polarity133/7958218/187232.48e-085.73e-07133
GO:190285011LiverHCCmicrotubule cytoskeleton organization involved in mitosis93/7958147/187232.91e-075.09e-0693
GO:003001022LiverHCCestablishment of cell polarity82/7958143/187232.38e-041.79e-0382
GO:0031023LiverHCCmicrotubule organizing center organization82/7958143/187232.38e-041.79e-0382
GO:00987272LiverHCCmaintenance of cell number77/7958134/187233.32e-042.33e-0377
GO:0007098LiverHCCcentrosome cycle75/7958130/187233.33e-042.34e-0375
GO:00443802LiverHCCprotein localization to cytoskeleton38/795858/187233.37e-042.36e-0338
GO:00198272LiverHCCstem cell population maintenance75/7958131/187234.58e-043.04e-0375
GO:007269811LiverHCCprotein localization to microtubule cytoskeleton35/795854/187237.73e-044.65e-0335
GO:0032886LiverHCCregulation of microtubule-based process123/7958240/187233.69e-031.64e-02123
GO:190550811LiverHCCprotein localization to microtubule organizing center23/795835/187234.72e-032.02e-0223
GO:00466052LiverHCCregulation of centrosome cycle30/795849/187236.31e-032.57e-0230
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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
MCPH1SNVMissense_Mutationc.1937N>Ap.Pro646Glnp.P646Qprotein_codingdeleterious(0)benign(0.162)TCGA-A8-A097-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
MCPH1SNVMissense_Mutationc.1936N>Tp.Pro646Serp.P646Sprotein_codingdeleterious(0.01)possibly_damaging(0.474)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MCPH1SNVMissense_Mutationnovelc.2361N>Ap.Ser787Argp.S787Rprotein_codingdeleterious(0.02)probably_damaging(0.931)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MCPH1SNVMissense_Mutationnovelc.1660N>Ap.Glu554Lysp.E554Kprotein_codingtolerated(0.22)possibly_damaging(0.465)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
MCPH1deletionFrame_Shift_Delc.1402delAp.Thr468ProfsTer32p.T468Pfs*32protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MCPH1insertionFrame_Shift_Insnovelc.2363_2364insGTCTGCCTTAACTGACTTGGAGGTAAATAGATTCGGAGp.Val789SerfsTer42p.V789Sfs*42protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MCPH1SNVMissense_Mutationrs751512309c.2105N>Tp.Ala702Valp.A702Vprotein_codingdeleterious(0.04)benign(0.31)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MCPH1SNVMissense_Mutationnovelc.892N>Ap.Glu298Lysp.E298Kprotein_codingtolerated(0.2)benign(0.169)TCGA-C5-A7UI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MCPH1deletionFrame_Shift_Delc.1402delAp.Thr468ProfsTer32p.T468Pfs*32protein_codingTCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MCPH1SNVMissense_Mutationrs536823455c.2255G>Ap.Arg752Hisp.R752Hprotein_codingdeleterious(0.03)benign(0.013)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=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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