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: FAM64A

Gene summary for FAM64A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM64A

Gene ID

54478

Gene namePICALM interacting mitotic regulator
Gene AliasCATS
Cytomap17p13.2
Gene Typeprotein-coding
GO ID

GO:0007049

UniProtAcc

A0A0S2Z5F0


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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
54478FAM64AP2T-EHumanEsophagusESCC3.97e-041.56e-010.1177
54478FAM64AP4T-EHumanEsophagusESCC8.33e-135.16e-010.1323
54478FAM64AP9T-EHumanEsophagusESCC1.88e-051.80e-010.1131
54478FAM64AP10T-EHumanEsophagusESCC1.97e-102.62e-010.116
54478FAM64AP16T-EHumanEsophagusESCC7.90e-031.44e-010.1153
54478FAM64AP21T-EHumanEsophagusESCC1.47e-145.39e-010.1617
54478FAM64AP22T-EHumanEsophagusESCC1.66e-021.26e-010.1236
54478FAM64AP24T-EHumanEsophagusESCC4.44e-082.71e-010.1287
54478FAM64AP28T-EHumanEsophagusESCC4.17e-051.26e-010.1149
54478FAM64AP30T-EHumanEsophagusESCC2.13e-033.41e-010.137
54478FAM64AP31T-EHumanEsophagusESCC2.06e-083.32e-010.1251
54478FAM64AP32T-EHumanEsophagusESCC9.67e-185.76e-010.1666
54478FAM64AP37T-EHumanEsophagusESCC1.42e-103.14e-010.1371
54478FAM64AP52T-EHumanEsophagusESCC1.88e-041.78e-010.1555
54478FAM64AP54T-EHumanEsophagusESCC2.11e-021.07e-010.0975
54478FAM64AP61T-EHumanEsophagusESCC2.42e-031.36e-010.099
54478FAM64AP62T-EHumanEsophagusESCC2.57e-021.58e-010.1302
54478FAM64AP74T-EHumanEsophagusESCC3.33e-128.86e-010.1479
54478FAM64AP76T-EHumanEsophagusESCC9.20e-063.77e-010.1207
54478FAM64AP79T-EHumanEsophagusESCC9.53e-092.84e-010.1154
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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
FAM64AdeletionFrame_Shift_Delnovelc.618delNp.Ala208ArgfsTer13p.A208Rfs*13Q9BSJ6protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
FAM64ASNVMissense_Mutationnovelc.581G>Tp.Cys194Phep.C194FQ9BSJ6protein_codingdeleterious(0.01)probably_damaging(0.967)TCGA-C5-A8ZZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinSD
FAM64ASNVMissense_Mutationc.41G>Ap.Arg14Glnp.R14QQ9BSJ6protein_codingtolerated(0.38)probably_damaging(0.992)TCGA-DG-A2KM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
FAM64ASNVMissense_Mutationrs779599791c.34G>Ap.Val12Metp.V12MQ9BSJ6protein_codingtolerated(0.97)benign(0.024)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FAM64ASNVMissense_Mutationnovelc.589N>Gp.Ser197Glyp.S197GQ9BSJ6protein_codingtolerated(0.25)possibly_damaging(0.527)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
FAM64ASNVMissense_Mutationrs143072744c.191N>Ap.Arg64Hisp.R64HQ9BSJ6protein_codingtolerated(0.45)benign(0.367)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM64AdeletionFrame_Shift_Delc.601_602delAGp.Ser201Terp.S201*Q9BSJ6protein_codingTCGA-AA-3986-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FAM64AdeletionIn_Frame_Delc.377_379delNNNp.Lys127delp.K127delQ9BSJ6protein_codingTCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FAM64ASNVMissense_Mutationrs11538170c.211N>Tp.Arg71Cysp.R71CQ9BSJ6protein_codingdeleterious(0.02)probably_damaging(0.91)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FAM64ASNVMissense_Mutationnovelc.116N>Ap.Ser39Tyrp.S39YQ9BSJ6protein_codingdeleterious(0)probably_damaging(0.983)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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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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