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: FOCAD

Gene summary for FOCAD

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FOCAD

Gene ID

54914

Gene namefocadhesin
Gene AliasKIAA1797
Cytomap9p21.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

B3KNV9


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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
54914FOCADCCI_1HumanCervixCC3.38e-025.13e-010.528
54914FOCADCCI_2HumanCervixCC1.22e-121.11e+000.5249
54914FOCADCCI_3HumanCervixCC9.79e-177.83e-010.516
54914FOCADHTA11_3410_2000001011HumanColorectumAD1.49e-09-4.37e-010.0155
54914FOCADHTA11_696_2000001011HumanColorectumAD3.62e-06-3.12e-01-0.1464
54914FOCADHTA11_5212_2000001011HumanColorectumAD1.87e-02-6.62e-01-0.2061
54914FOCADHTA11_866_3004761011HumanColorectumAD4.75e-03-3.61e-010.096
54914FOCADHTA11_99999971662_82457HumanColorectumMSS4.99e-03-2.93e-010.3859
54914FOCADHTA11_99999974143_84620HumanColorectumMSS7.29e-23-5.99e-010.3005
54914FOCADA002-C-010HumanColorectumFAP3.74e-021.69e-010.242
54914FOCADA015-C-203HumanColorectumFAP1.87e-28-3.70e-01-0.1294
54914FOCADA015-C-204HumanColorectumFAP2.49e-03-2.22e-01-0.0228
54914FOCADA014-C-040HumanColorectumFAP1.69e-02-2.24e-01-0.1184
54914FOCADA002-C-201HumanColorectumFAP6.43e-09-2.88e-010.0324
54914FOCADA001-C-119HumanColorectumFAP6.22e-06-4.26e-01-0.1557
54914FOCADA001-C-108HumanColorectumFAP9.09e-18-2.16e-01-0.0272
54914FOCADA002-C-205HumanColorectumFAP3.33e-20-4.10e-01-0.1236
54914FOCADA015-C-005HumanColorectumFAP2.62e-02-2.89e-01-0.0336
54914FOCADA015-C-006HumanColorectumFAP1.81e-16-5.51e-01-0.0994
54914FOCADA015-C-106HumanColorectumFAP5.13e-11-2.42e-01-0.0511
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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
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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
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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
FOCADSNVMissense_Mutationc.15N>Gp.Ile5Metp.I5MQ5VW36protein_codingdeleterious(0.04)probably_damaging(0.996)TCGA-A2-A0CL-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
FOCADSNVMissense_Mutationnovelc.1297N>Cp.Asp433Hisp.D433HQ5VW36protein_codingtolerated(0.26)probably_damaging(0.945)TCGA-A2-A3XT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamidePR
FOCADSNVMissense_Mutationc.793N>Tp.Leu265Phep.L265FQ5VW36protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
FOCADSNVMissense_Mutationrs552730221c.3130G>Ap.Ala1044Thrp.A1044TQ5VW36protein_codingdeleterious(0.03)probably_damaging(0.997)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FOCADSNVMissense_Mutationc.3473N>Gp.Ser1158Cysp.S1158CQ5VW36protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FOCADSNVMissense_Mutationrs537746068c.1349N>Tp.Ala450Valp.A450VQ5VW36protein_codingtolerated(0.42)benign(0)TCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FOCADSNVMissense_Mutationrs377733434c.2017N>Gp.Leu673Valp.L673VQ5VW36protein_codingdeleterious(0)probably_damaging(0.994)TCGA-BH-A0BP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FOCADSNVMissense_Mutationc.4661N>Ap.Ile1554Asnp.I1554NQ5VW36protein_codingdeleterious(0)possibly_damaging(0.826)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FOCADSNVMissense_Mutationrs772465371c.4551N>Tp.Met1517Ilep.M1517IQ5VW36protein_codingdeleterious(0.01)possibly_damaging(0.491)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
FOCADSNVMissense_Mutationc.5164N>Tp.His1722Tyrp.H1722YQ5VW36protein_codingdeleterious(0.05)possibly_damaging(0.684)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
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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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