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: AFTPH

Gene summary for AFTPH

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AFTPH

Gene ID

54812

Gene nameaftiphilin
Gene AliasNbla10388
Cytomap2p14
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q6ULP2


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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
54812AFTPHHTA11_3410_2000001011HumanColorectumAD3.45e-15-5.89e-010.0155
54812AFTPHHTA11_2487_2000001011HumanColorectumSER8.99e-05-4.88e-01-0.1808
54812AFTPHHTA11_2951_2000001011HumanColorectumAD8.24e-05-7.37e-010.0216
54812AFTPHHTA11_1938_2000001011HumanColorectumAD1.86e-02-4.72e-01-0.0811
54812AFTPHHTA11_3361_2000001011HumanColorectumAD2.24e-04-5.24e-01-0.1207
54812AFTPHHTA11_696_2000001011HumanColorectumAD4.07e-10-4.72e-01-0.1464
54812AFTPHHTA11_866_2000001011HumanColorectumAD3.13e-13-5.01e-01-0.1001
54812AFTPHHTA11_546_2000001011HumanColorectumAD3.18e-02-4.92e-01-0.0842
54812AFTPHHTA11_7862_2000001011HumanColorectumAD3.18e-03-6.15e-01-0.0179
54812AFTPHHTA11_866_3004761011HumanColorectumAD6.29e-10-5.20e-010.096
54812AFTPHHTA11_8622_2000001021HumanColorectumSER3.44e-03-6.43e-010.0528
54812AFTPHHTA11_10711_2000001011HumanColorectumAD1.99e-07-5.54e-010.0338
54812AFTPHHTA11_7696_3000711011HumanColorectumAD9.13e-15-4.82e-010.0674
54812AFTPHHTA11_6818_2000001021HumanColorectumAD4.81e-05-5.67e-010.0588
54812AFTPHHTA11_99999970781_79442HumanColorectumMSS3.57e-10-5.04e-010.294
54812AFTPHHTA11_99999971662_82457HumanColorectumMSS1.23e-07-4.47e-010.3859
54812AFTPHHTA11_99999973899_84307HumanColorectumMSS1.63e-03-5.67e-010.2585
54812AFTPHHTA11_99999974143_84620HumanColorectumMSS1.32e-19-5.83e-010.3005
54812AFTPHA015-C-203HumanColorectumFAP1.15e-24-3.91e-01-0.1294
54812AFTPHA015-C-204HumanColorectumFAP8.68e-10-3.48e-01-0.0228
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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
AFTPHSNVMissense_Mutationc.2787C>Gp.Ser929Argp.S929RQ6ULP2protein_codingtolerated(0.14)benign(0.003)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
AFTPHSNVMissense_Mutationc.502N>Gp.Leu168Valp.L168VQ6ULP2protein_codingtolerated(0.28)benign(0.164)TCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
AFTPHSNVMissense_Mutationc.1476G>Cp.Glu492Aspp.E492DQ6ULP2protein_codingtolerated(0.2)probably_damaging(0.987)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
AFTPHSNVMissense_Mutationrs763666920c.1283N>Gp.Asn428Serp.N428SQ6ULP2protein_codingtolerated(0.53)benign(0.286)TCGA-S3-AA10-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
AFTPHinsertionNonsense_Mutationnovelc.2719_2720insGCTAATCATGTTGAGCATCTTTTCATGTGTTTATCGACTATp.Leu907ArgfsTer2p.L907Rfs*2Q6ULP2protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
AFTPHdeletionFrame_Shift_Delnovelc.1066delNp.Glu356LysfsTer55p.E356Kfs*55Q6ULP2protein_codingTCGA-V7-A7HQ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyletrozoleCR
AFTPHSNVMissense_Mutationnovelc.2699N>Tp.Ala900Valp.A900VQ6ULP2protein_codingdeleterious(0)probably_damaging(0.994)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
AFTPHSNVMissense_Mutationc.1732G>Ap.Glu578Lysp.E578KQ6ULP2protein_codingtolerated(0.07)benign(0.26)TCGA-EX-A1H6-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
AFTPHSNVMissense_Mutationnovelc.952N>Gp.Pro318Alap.P318AQ6ULP2protein_codingtolerated(0.41)benign(0.036)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
AFTPHSNVMissense_Mutationrs765244594c.931N>Gp.Ser311Glyp.S311GQ6ULP2protein_codingtolerated(0.09)probably_damaging(0.943)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
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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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