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: MOB1A

Gene summary for MOB1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MOB1A

Gene ID

55233

Gene nameMOB kinase activator 1A
Gene AliasC2orf6
Cytomap2p13.1
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q9H8S9


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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
55233MOB1ACA_HPV_1HumanCervixCC3.84e-071.62e-010.0264
55233MOB1ACCI_1HumanCervixCC1.37e-02-4.62e-010.528
55233MOB1ACCI_3HumanCervixCC3.54e-04-5.01e-010.516
55233MOB1ACCII_1HumanCervixCC4.21e-16-6.25e-010.3249
55233MOB1AL1HumanCervixCC1.50e-03-2.92e-010.0802
55233MOB1AT1HumanCervixCC4.17e-11-4.67e-010.0918
55233MOB1ALZE4THumanEsophagusESCC6.41e-271.17e+000.0811
55233MOB1ALZE5THumanEsophagusESCC8.37e-045.17e-010.0514
55233MOB1ALZE7THumanEsophagusESCC4.92e-108.49e-010.0667
55233MOB1ALZE8THumanEsophagusESCC6.10e-106.08e-010.067
55233MOB1ALZE20THumanEsophagusESCC1.29e-071.82e-010.0662
55233MOB1ALZE22D1HumanEsophagusHGIN3.17e-027.67e-020.0595
55233MOB1ALZE22THumanEsophagusESCC9.16e-035.36e-010.068
55233MOB1ALZE24THumanEsophagusESCC1.18e-281.03e+000.0596
55233MOB1ALZE21THumanEsophagusESCC3.65e-067.94e-010.0655
55233MOB1ALZE6THumanEsophagusESCC7.63e-088.55e-010.0845
55233MOB1AP1T-EHumanEsophagusESCC3.15e-077.64e-010.0875
55233MOB1AP2T-EHumanEsophagusESCC7.61e-551.14e+000.1177
55233MOB1AP4T-EHumanEsophagusESCC4.63e-501.35e+000.1323
55233MOB1AP5T-EHumanEsophagusESCC2.54e-368.61e-010.1327
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00353294CervixCChippo signaling12/231140/187232.44e-031.71e-0212
GO:00353297EsophagusESCChippo signaling26/855240/187231.08e-023.66e-0226
GO:003532912ThyroidPTChippo signaling24/596840/187232.27e-041.65e-0324
GO:003532921ThyroidATChippo signaling24/629340/187235.54e-043.20e-0324
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa043908CervixCCHippo signaling pathway40/1267157/84653.64e-041.82e-031.07e-0340
hsa0439013CervixCCHippo signaling pathway40/1267157/84653.64e-041.82e-031.07e-0340
hsa0439018EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0439019EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0439016Oral cavityOSCCHippo signaling pathway86/3704157/84653.30e-038.24e-034.20e-0386
hsa0439017Oral cavityOSCCHippo signaling pathway86/3704157/84653.30e-038.24e-034.20e-0386
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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
MOB1ASNVMissense_Mutationc.48N>Tp.Lys16Asnp.K16NQ9H8S9protein_codingdeleterious(0)benign(0.393)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MOB1ASNVMissense_Mutationnovelc.571N>Gp.Gln191Glup.Q191EQ9H8S9protein_codingtolerated(0.61)benign(0.1)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MOB1AinsertionFrame_Shift_Insnovelc.411_412insCCAAp.Val138ProfsTer32p.V138Pfs*32Q9H8S9protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
MOB1ASNVMissense_Mutationc.192N>Ap.Phe64Leup.F64LQ9H8S9protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MOB1ASNVMissense_Mutationnovelc.391N>Ap.Leu131Ilep.L131IQ9H8S9protein_codingtolerated(1)benign(0.014)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MOB1ASNVMissense_Mutationc.48N>Tp.Lys16Asnp.K16NQ9H8S9protein_codingdeleterious(0)benign(0.393)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MOB1ASNVMissense_Mutationnovelc.17G>Cp.Ser6Thrp.S6TQ9H8S9protein_codingtolerated(0.05)benign(0.007)TCGA-BK-A0CA-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapytaxotereSD
MOB1ASNVMissense_Mutationnovelc.40N>Gp.Lys14Glup.K14EQ9H8S9protein_codingdeleterious(0)possibly_damaging(0.728)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MOB1ASNVMissense_Mutationnovelc.169N>Tp.Ile57Phep.I57FQ9H8S9protein_codingdeleterious(0.01)benign(0.319)TCGA-78-8662-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownPD
MOB1ASNVMissense_Mutationnovelc.168N>Tp.Trp56Cysp.W56CQ9H8S9protein_codingdeleterious(0)probably_damaging(1)TCGA-78-8662-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownPD
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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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