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: ADTRP

Gene summary for ADTRP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADTRP

Gene ID

84830

Gene nameandrogen dependent TFPI regulating protein
Gene AliasAIG1L
Cytomap6p24.1
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

Q96IZ2


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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
84830ADTRPHTA11_3410_2000001011HumanColorectumAD2.30e-02-3.40e-010.0155
84830ADTRPHTA11_347_2000001011HumanColorectumAD2.68e-136.36e-01-0.1954
84830ADTRPHTA11_83_2000001011HumanColorectumSER4.56e-035.06e-01-0.1526
84830ADTRPHTA11_99999970781_79442HumanColorectumMSS1.79e-19-4.99e-010.294
84830ADTRPHTA11_99999971662_82457HumanColorectumMSS5.18e-25-5.25e-010.3859
84830ADTRPHTA11_99999973899_84307HumanColorectumMSS5.39e-03-5.17e-010.2585
84830ADTRPHTA11_99999974143_84620HumanColorectumMSS1.29e-28-5.33e-010.3005
84830ADTRPA015-C-203HumanColorectumFAP3.96e-16-2.45e-01-0.1294
84830ADTRPA002-C-201HumanColorectumFAP2.19e-03-1.49e-010.0324
84830ADTRPA001-C-108HumanColorectumFAP1.45e-14-4.07e-01-0.0272
84830ADTRPA002-C-205HumanColorectumFAP4.13e-06-1.41e-01-0.1236
84830ADTRPA001-C-104HumanColorectumFAP1.00e-08-3.31e-010.0184
84830ADTRPA015-C-006HumanColorectumFAP1.01e-06-4.05e-01-0.0994
84830ADTRPA015-C-106HumanColorectumFAP2.09e-08-2.56e-01-0.0511
84830ADTRPA002-C-114HumanColorectumFAP1.18e-06-2.71e-01-0.1561
84830ADTRPA015-C-104HumanColorectumFAP2.33e-15-2.68e-01-0.1899
84830ADTRPA001-C-014HumanColorectumFAP1.58e-10-3.29e-010.0135
84830ADTRPA002-C-016HumanColorectumFAP1.77e-10-1.45e-010.0521
84830ADTRPA015-C-002HumanColorectumFAP1.19e-03-3.66e-01-0.0763
84830ADTRPA001-C-007HumanColorectumCRC1.38e-04-5.13e-010.1899
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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
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
∗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:0071383ColorectumADcellular response to steroid hormone stimulus73/3918204/187236.31e-072.24e-0573
GO:0044282ColorectumADsmall molecule catabolic process118/3918376/187231.05e-063.55e-05118
GO:0042060ColorectumADwound healing128/3918422/187232.73e-067.89e-05128
GO:0009062ColorectumADfatty acid catabolic process41/3918100/187234.02e-061.09e-0441
GO:0048545ColorectumADresponse to steroid hormone104/3918339/187231.33e-052.90e-04104
GO:0001667ColorectumADameboidal-type cell migration137/3918475/187232.17e-054.33e-04137
GO:0016042ColorectumADlipid catabolic process97/3918320/187234.31e-057.56e-0497
GO:0006631ColorectumADfatty acid metabolic process114/3918390/187235.58e-059.44e-04114
GO:0050708ColorectumADregulation of protein secretion83/3918268/187236.59e-051.07e-0383
GO:0072329ColorectumADmonocarboxylic acid catabolic process44/3918122/187238.05e-051.28e-0344
GO:0009306ColorectumADprotein secretion105/3918359/187231.05e-041.57e-03105
GO:0035592ColorectumADestablishment of protein localization to extracellular region105/3918360/187231.18e-041.73e-03105
GO:0090132ColorectumADepithelium migration105/3918360/187231.18e-041.73e-03105
GO:0010631ColorectumADepithelial cell migration104/3918357/187231.33e-041.90e-03104
GO:0071692ColorectumADprotein localization to extracellular region106/3918368/187231.86e-042.49e-03106
GO:0090130ColorectumADtissue migration105/3918365/187232.10e-042.77e-03105
GO:0050878ColorectumADregulation of body fluid levels108/3918379/187232.54e-043.20e-03108
GO:0016054ColorectumADorganic acid catabolic process73/3918240/187233.20e-043.81e-0373
GO:0044242ColorectumADcellular lipid catabolic process66/3918214/187233.96e-044.50e-0366
GO:0046395ColorectumADcarboxylic acid catabolic process70/3918236/187239.06e-048.71e-0370
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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
ADTRPSNVMissense_Mutationnovelc.49N>Cp.Tyr17Hisp.Y17HQ96IZ2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADTRPSNVMissense_Mutationnovelc.539N>Gp.Ala180Glyp.A180GQ96IZ2protein_codingtolerated(0.5)benign(0.005)TCGA-S3-AA17-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
ADTRPinsertionFrame_Shift_Insnovelc.268_269insAGCTGGGGTTCAAACCCAGTATGTCTGACTCCCAAGTAGTGATTTTTCTTCACTTACAp.Gly90GlufsTer25p.G90Efs*25Q96IZ2protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADTRPSNVMissense_Mutationnovelc.145N>Ap.Leu49Ilep.L49IQ96IZ2protein_codingtolerated(0.1)probably_damaging(0.998)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
ADTRPSNVMissense_Mutationc.139N>Cp.Thr47Prop.T47PQ96IZ2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ADTRPSNVMissense_Mutationc.387N>Ap.Asp129Glup.D129EQ96IZ2protein_codingtolerated(1)benign(0.001)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ADTRPSNVMissense_Mutationnovelc.444N>Tp.Met148Ilep.M148IQ96IZ2protein_codingdeleterious(0.01)possibly_damaging(0.513)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ADTRPSNVMissense_Mutationrs367932994c.383N>Ap.Arg128Glnp.R128QQ96IZ2protein_codingtolerated(0.06)probably_damaging(0.99)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ADTRPSNVMissense_Mutationnovelc.104N>Cp.Lys35Thrp.K35TQ96IZ2protein_codingtolerated(0.3)benign(0.007)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ADTRPSNVMissense_Mutationrs145096274c.584N>Tp.Thr195Metp.T195MQ96IZ2protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AJ-A8CV-01Endometriumuterine corpus endometrioid carcinomaFemale<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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