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_10623_2000001011HumanColorectumAD3.39e-05-6.17e-01-0.0177
388650FAM69AHTA11_10711_2000001011HumanColorectumAD1.78e-12-6.17e-010.0338
388650FAM69AHTA11_7696_3000711011HumanColorectumAD5.24e-29-6.17e-010.0674
388650FAM69AHTA11_6818_2000001011HumanColorectumAD1.97e-05-6.17e-010.0112
388650FAM69AHTA11_6818_2000001021HumanColorectumAD1.50e-09-6.17e-010.0588
388650FAM69AHTA11_99999970781_79442HumanColorectumMSS1.57e-12-4.40e-010.294
388650FAM69AHTA11_99999974143_84620HumanColorectumMSS4.42e-14-4.84e-010.3005
388650FAM69AA001-C-207HumanColorectumFAP3.06e-05-4.08e-010.1278
388650FAM69AA015-C-203HumanColorectumFAP6.09e-21-4.33e-01-0.1294
388650FAM69AA015-C-204HumanColorectumFAP3.37e-07-4.54e-01-0.0228
388650FAM69AA014-C-040HumanColorectumFAP4.95e-02-3.58e-01-0.1184
388650FAM69AA002-C-201HumanColorectumFAP5.49e-12-4.62e-010.0324
388650FAM69AA002-C-203HumanColorectumFAP1.25e-05-3.45e-010.2786
388650FAM69AA001-C-119HumanColorectumFAP8.98e-07-4.93e-01-0.1557
388650FAM69AA001-C-108HumanColorectumFAP5.87e-12-4.16e-01-0.0272
388650FAM69AA002-C-205HumanColorectumFAP2.27e-18-5.50e-01-0.1236
388650FAM69AA001-C-104HumanColorectumFAP8.24e-05-3.38e-010.0184
388650FAM69AA015-C-005HumanColorectumFAP1.66e-05-4.36e-01-0.0336
388650FAM69AA015-C-006HumanColorectumFAP2.49e-10-4.95e-01-0.0994
388650FAM69AA015-C-106HumanColorectumFAP3.76e-09-3.85e-01-0.0511
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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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