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: FAM69A

Gene summary for FAM69A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM69A

Gene ID

388650

Gene namedivergent protein kinase domain 1A
Gene AliasFAM69A
Cytomap1p22.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q5T7M9


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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
388650FAM69AHTA11_3410_2000001011HumanColorectumAD5.81e-23-6.17e-010.0155
388650FAM69AHTA11_2487_2000001011HumanColorectumSER1.96e-13-6.17e-01-0.1808
388650FAM69AHTA11_2951_2000001011HumanColorectumAD2.38e-02-6.17e-010.0216
388650FAM69AHTA11_1938_2000001011HumanColorectumAD4.52e-10-6.17e-01-0.0811
388650FAM69AHTA11_78_2000001011HumanColorectumAD6.67e-16-6.17e-01-0.1088
388650FAM69AHTA11_347_2000001011HumanColorectumAD1.13e-24-6.17e-01-0.1954
388650FAM69AHTA11_3361_2000001011HumanColorectumAD1.75e-10-6.17e-01-0.1207
388650FAM69AHTA11_83_2000001011HumanColorectumSER2.89e-08-6.17e-01-0.1526
388650FAM69AHTA11_696_2000001011HumanColorectumAD8.80e-32-6.17e-01-0.1464
388650FAM69AHTA11_866_2000001011HumanColorectumAD5.24e-29-6.17e-01-0.1001
388650FAM69AHTA11_1391_2000001011HumanColorectumAD1.52e-18-6.17e-01-0.059
388650FAM69AHTA11_2992_2000001011HumanColorectumSER2.29e-03-6.17e-01-0.1706
388650FAM69AHTA11_5212_2000001011HumanColorectumAD4.13e-04-6.17e-01-0.2061
388650FAM69AHTA11_5216_2000001011HumanColorectumSER2.38e-02-6.17e-01-0.1462
388650FAM69AHTA11_546_2000001011HumanColorectumAD4.79e-07-6.17e-01-0.0842
388650FAM69AHTA11_7862_2000001011HumanColorectumAD1.50e-05-6.17e-01-0.0179
388650FAM69AHTA11_866_3004761011HumanColorectumAD3.10e-20-6.17e-010.096
388650FAM69AHTA11_4255_2000001011HumanColorectumSER2.38e-02-6.17e-010.0446
388650FAM69AHTA11_8622_2000001021HumanColorectumSER1.78e-04-6.17e-010.0528
388650FAM69AHTA11_7663_2000001011HumanColorectumSER7.31e-03-6.17e-010.0131
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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
∗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
FAM69ASNVMissense_Mutationnovelc.764N>Cp.Arg255Thrp.R255TQ5T7M9protein_codingtolerated(0.16)possibly_damaging(0.673)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
FAM69AdeletionFrame_Shift_Delnovelc.404delTp.Val135GlyfsTer41p.V135Gfs*41Q5T7M9protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
FAM69AinsertionFrame_Shift_Insnovelc.1011dupTp.Val338CysfsTer7p.V338Cfs*7Q5T7M9protein_codingTCGA-EW-A6SB-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM69ASNVMissense_Mutationnovelc.421A>Gp.Thr141Alap.T141AQ5T7M9protein_codingdeleterious(0.05)benign(0.22)TCGA-MA-AA3X-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
FAM69ASNVMissense_Mutationnovelc.379N>Ap.Glu127Lysp.E127KQ5T7M9protein_codingtolerated(0.06)benign(0.081)TCGA-VS-A8EC-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
FAM69ASNVMissense_Mutationnovelc.446N>Cp.Phe149Serp.F149SQ5T7M9protein_codingdeleterious(0.02)probably_damaging(0.991)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
FAM69ASNVMissense_Mutationrs375926241c.401N>Cp.Ile134Thrp.I134TQ5T7M9protein_codingtolerated(0.62)benign(0)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAM69ASNVMissense_Mutationc.844G>Ap.Val282Ilep.V282IQ5T7M9protein_codingtolerated(1)benign(0.007)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
FAM69ASNVMissense_Mutationc.466C>Ap.Leu156Ilep.L156IQ5T7M9protein_codingdeleterious(0.02)benign(0.027)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FAM69AdeletionFrame_Shift_Delc.482delTp.Leu161TrpfsTer15p.L161Wfs*15Q5T7M9protein_codingTCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=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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