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: PID1

Gene summary for PID1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PID1

Gene ID

55022

Gene namephosphotyrosine interaction domain containing 1
Gene AliasHMFN2073
Cytomap2q36.3
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q7Z2X4


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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
55022PID1HTA11_3410_2000001011HumanColorectumAD2.27e-18-6.95e-010.0155
55022PID1HTA11_2487_2000001011HumanColorectumSER3.75e-03-4.58e-01-0.1808
55022PID1HTA11_347_2000001011HumanColorectumAD6.87e-127.05e-01-0.1954
55022PID1HTA11_3361_2000001011HumanColorectumAD2.85e-08-7.99e-01-0.1207
55022PID1HTA11_866_3004761011HumanColorectumAD5.41e-05-5.51e-010.096
55022PID1HTA11_4255_2000001011HumanColorectumSER4.85e-02-7.30e-010.0446
55022PID1HTA11_8622_2000001021HumanColorectumSER5.52e-04-7.72e-010.0528
55022PID1HTA11_10711_2000001011HumanColorectumAD1.13e-07-7.06e-010.0338
55022PID1HTA11_7696_3000711011HumanColorectumAD4.55e-20-6.83e-010.0674
55022PID1HTA11_7469_2000001011HumanColorectumAD1.93e-03-3.82e-01-0.0124
55022PID1HTA11_99999970781_79442HumanColorectumMSS1.44e-44-9.88e-010.294
55022PID1HTA11_99999971662_82457HumanColorectumMSS8.41e-43-1.01e+000.3859
55022PID1HTA11_99999973899_84307HumanColorectumMSS8.46e-07-7.97e-010.2585
55022PID1HTA11_99999974143_84620HumanColorectumMSS9.35e-39-9.09e-010.3005
55022PID1A001-C-207HumanColorectumFAP3.23e-03-4.05e-010.1278
55022PID1A015-C-203HumanColorectumFAP1.39e-27-6.74e-01-0.1294
55022PID1A015-C-204HumanColorectumFAP7.98e-06-4.06e-01-0.0228
55022PID1A014-C-040HumanColorectumFAP8.80e-05-5.88e-01-0.1184
55022PID1A002-C-201HumanColorectumFAP2.51e-12-5.07e-010.0324
55022PID1A001-C-119HumanColorectumFAP9.03e-17-8.31e-01-0.1557
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:0008286ColorectumFAPinsulin receptor signaling pathway28/2622116/187232.37e-031.89e-0228
GO:00091423ColorectumFAPnucleoside triphosphate biosynthetic process22/262285/187232.66e-032.07e-0222
GO:19054761ColorectumFAPnegative regulation of protein localization to membrane11/262232/187233.01e-032.27e-0211
GO:0006140ColorectumFAPregulation of nucleotide metabolic process22/262286/187233.11e-032.33e-0222
GO:0030810ColorectumFAPpositive regulation of nucleotide biosynthetic process9/262224/187233.66e-032.60e-029
GO:1900373ColorectumFAPpositive regulation of purine nucleotide biosynthetic process9/262224/187233.66e-032.60e-029
GO:0046324ColorectumFAPregulation of glucose import16/262259/187235.95e-033.75e-0216
GO:0010827ColorectumFAPregulation of glucose transmembrane transport19/262277/187238.67e-034.98e-0219
GO:00726595ColorectumCRCprotein localization to plasma membrane80/2078284/187231.36e-154.07e-1280
GO:19907785ColorectumCRCprotein localization to cell periphery85/2078333/187238.75e-141.05e-1085
GO:19043754ColorectumCRCregulation of protein localization to cell periphery36/2078125/187234.62e-085.91e-0636
GO:19054754ColorectumCRCregulation of protein localization to membrane45/2078175/187234.64e-085.91e-0645
GO:19030764ColorectumCRCregulation of protein localization to plasma membrane31/2078104/187231.66e-071.72e-0531
GO:00091505ColorectumCRCpurine ribonucleotide metabolic process74/2078368/187232.58e-072.38e-0574
GO:00061635ColorectumCRCpurine nucleotide metabolic process78/2078396/187232.98e-072.59e-0578
GO:00092594ColorectumCRCribonucleotide metabolic process75/2078385/187237.83e-075.04e-0575
GO:00725215ColorectumCRCpurine-containing compound metabolic process79/2078416/187231.15e-066.75e-0579
GO:00196934ColorectumCRCribose phosphate metabolic process75/2078396/187232.36e-061.13e-0475
GO:19035803ColorectumCRCpositive regulation of ATP metabolic process15/207838/187235.82e-062.28e-0415
GO:00434344ColorectumCRCresponse to peptide hormone76/2078414/187236.67e-062.56e-0476
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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
PID1SNVMissense_Mutationrs374635933c.640N>Ap.Ala214Thrp.A214TQ7Z2X4protein_codingtolerated(0.22)benign(0.141)TCGA-BH-A0HW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PID1SNVMissense_Mutationnovelc.64C>Ap.Leu22Ilep.L22IQ7Z2X4protein_codingtolerated_low_confidence(0.1)benign(0)TCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PID1SNVMissense_Mutationnovelc.95G>Ap.Arg32Hisp.R32HQ7Z2X4protein_codingdeleterious_low_confidence(0.01)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PID1SNVMissense_Mutationc.209N>Cp.Glu70Alap.E70AQ7Z2X4protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.98)TCGA-EA-A3HQ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PID1SNVMissense_Mutationnovelc.619G>Ap.Glu207Lysp.E207KQ7Z2X4protein_codingtolerated(0.63)probably_damaging(0.951)TCGA-EA-A97N-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PID1SNVMissense_Mutationc.471N>Ap.His157Glnp.H157QQ7Z2X4protein_codingdeleterious(0.01)benign(0.313)TCGA-EK-A2PL-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
PID1SNVMissense_Mutationrs267599242c.118G>Ap.Glu40Lysp.E40KQ7Z2X4protein_codingdeleterious_low_confidence(0.02)benign(0)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PID1SNVMissense_Mutationnovelc.22N>Tp.Arg8Cysp.R8CQ7Z2X4protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.835)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PID1SNVMissense_Mutationc.511N>Ap.Ala171Thrp.A171TQ7Z2X4protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
PID1SNVMissense_Mutationrs756817470c.415N>Tp.Arg139Trpp.R139WQ7Z2X4protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=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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