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: AFAP1

Gene summary for AFAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AFAP1

Gene ID

60312

Gene nameactin filament associated protein 1
Gene AliasAFAP
Cytomap4p16.1
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q6ZRV0


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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
60312AFAP1LZE8THumanEsophagusESCC1.22e-031.70e-010.067
60312AFAP1LZE24THumanEsophagusESCC6.62e-042.11e-010.0596
60312AFAP1P1T-EHumanEsophagusESCC1.06e-052.54e-010.0875
60312AFAP1P2T-EHumanEsophagusESCC1.54e-214.55e-010.1177
60312AFAP1P4T-EHumanEsophagusESCC1.22e-163.79e-010.1323
60312AFAP1P5T-EHumanEsophagusESCC3.17e-031.43e-010.1327
60312AFAP1P8T-EHumanEsophagusESCC1.06e-244.03e-010.0889
60312AFAP1P9T-EHumanEsophagusESCC3.00e-092.05e-010.1131
60312AFAP1P10T-EHumanEsophagusESCC5.19e-092.25e-010.116
60312AFAP1P11T-EHumanEsophagusESCC1.03e-104.61e-010.1426
60312AFAP1P12T-EHumanEsophagusESCC1.72e-183.62e-010.1122
60312AFAP1P15T-EHumanEsophagusESCC2.38e-062.37e-010.1149
60312AFAP1P16T-EHumanEsophagusESCC4.75e-133.29e-010.1153
60312AFAP1P19T-EHumanEsophagusESCC1.11e-045.04e-010.1662
60312AFAP1P20T-EHumanEsophagusESCC3.80e-083.38e-010.1124
60312AFAP1P21T-EHumanEsophagusESCC5.63e-102.44e-010.1617
60312AFAP1P22T-EHumanEsophagusESCC4.03e-031.32e-010.1236
60312AFAP1P23T-EHumanEsophagusESCC4.42e-062.08e-010.108
60312AFAP1P24T-EHumanEsophagusESCC7.34e-092.22e-010.1287
60312AFAP1P26T-EHumanEsophagusESCC1.28e-142.18e-010.1276
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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
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:000734615EsophagusESCCregulation of mitotic cell cycle293/8552457/187238.00e-165.64e-14293
GO:003812718EsophagusESCCERBB signaling pathway82/8552121/187237.23e-079.40e-0682
GO:000717318EsophagusESCCepidermal growth factor receptor signaling pathway73/8552108/187233.36e-063.73e-0573
GO:004586018EsophagusESCCpositive regulation of protein kinase activity219/8552386/187236.91e-066.97e-05219
GO:003367420EsophagusESCCpositive regulation of kinase activity260/8552467/187237.26e-067.22e-05260
GO:190118413EsophagusESCCregulation of ERBB signaling pathway54/855279/187233.81e-053.08e-0454
GO:00420588EsophagusESCCregulation of epidermal growth factor receptor signaling pathway50/855273/187236.75e-055.12e-0450
GO:00182124EsophagusESCCpeptidyl-tyrosine modification202/8552378/187231.34e-036.39e-03202
GO:00181084EsophagusESCCpeptidyl-tyrosine phosphorylation200/8552375/187231.60e-037.45e-03200
GO:00507303EsophagusESCCregulation of peptidyl-tyrosine phosphorylation144/8552264/187232.22e-039.78e-03144
GO:00610972EsophagusESCCregulation of protein tyrosine kinase activity55/855290/187232.27e-039.99e-0355
GO:000181916EsophagusESCCpositive regulation of cytokine production244/8552467/187232.29e-031.01e-02244
GO:00073469Oral cavityOSCCregulation of mitotic cell cycle266/7305457/187233.87e-173.41e-15266
GO:003812715Oral cavityOSCCERBB signaling pathway76/7305121/187239.59e-081.66e-0676
GO:000717315Oral cavityOSCCepidermal growth factor receptor signaling pathway67/7305108/187231.04e-061.40e-0567
GO:004586016Oral cavityOSCCpositive regulation of protein kinase activity194/7305386/187233.90e-064.59e-05194
GO:003367418Oral cavityOSCCpositive regulation of kinase activity228/7305467/187238.31e-068.90e-05228
GO:19011847Oral cavityOSCCregulation of ERBB signaling pathway50/730579/187231.06e-051.12e-0450
GO:00420587Oral cavityOSCCregulation of epidermal growth factor receptor signaling pathway46/730573/187232.80e-052.59e-0446
GO:00182123Oral cavityOSCCpeptidyl-tyrosine modification180/7305378/187233.63e-042.22e-03180
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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
AFAP1SNVMissense_Mutationc.755G>Tp.Ser252Ilep.S252IQ8N556protein_codingdeleterious(0.02)benign(0.046)TCGA-A8-A06Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AFAP1SNVMissense_Mutationc.1627N>Tp.Pro543Serp.P543SQ8N556protein_codingtolerated(0.42)benign(0.158)TCGA-GM-A2DI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
AFAP1SNVMissense_Mutationnovelc.2207N>Gp.Thr736Serp.T736SQ8N556protein_codingtolerated(0.12)probably_damaging(0.97)TCGA-HN-A2NL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
AFAP1SNVMissense_Mutationrs768316774c.1082G>Ap.Arg361Hisp.R361HQ8N556protein_codingtolerated(0.51)probably_damaging(0.995)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
AFAP1SNVMissense_Mutationc.500N>Ap.Gly167Aspp.G167DQ8N556protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
AFAP1SNVMissense_Mutationc.1298T>Cp.Ile433Thrp.I433TQ8N556protein_codingdeleterious(0)benign(0.324)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
AFAP1SNVMissense_Mutationc.460N>Ap.Ala154Thrp.A154TQ8N556protein_codingdeleterious(0.03)probably_damaging(0.998)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
AFAP1SNVMissense_Mutationrs768168136c.2287T>Gp.Ser763Alap.S763AQ8N556protein_codingtolerated(0.11)probably_damaging(0.97)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
AFAP1SNVMissense_Mutationrs143249636c.26N>Ap.Arg9Hisp.R9HQ8N556protein_codingdeleterious(0.05)possibly_damaging(0.483)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
AFAP1SNVMissense_Mutationc.915N>Tp.Lys305Asnp.K305NQ8N556protein_codingdeleterious(0)possibly_damaging(0.848)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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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