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:0032868ColorectumADresponse to insulin91/3918264/187232.02e-078.48e-0691
GO:0010821ColorectumADregulation of mitochondrion organization57/3918144/187232.43e-079.92e-0657
GO:0009199ColorectumADribonucleoside triphosphate metabolic process40/391889/187233.04e-071.21e-0540
GO:0009152ColorectumADpurine ribonucleotide biosynthetic process64/3918169/187233.09e-071.22e-0564
GO:0009206ColorectumADpurine ribonucleoside triphosphate biosynthetic process33/391868/187233.68e-071.43e-0533
GO:1901653ColorectumADcellular response to peptide114/3918359/187238.32e-072.88e-05114
GO:0032869ColorectumADcellular response to insulin stimulus72/3918203/187231.10e-063.68e-0572
GO:0009201ColorectumADribonucleoside triphosphate biosynthetic process34/391874/187231.23e-064.01e-0534
GO:0009260ColorectumADribonucleotide biosynthetic process66/3918182/187231.25e-064.02e-0566
GO:0071375ColorectumADcellular response to peptide hormone stimulus95/3918290/187231.50e-064.66e-0595
GO:0009142ColorectumADnucleoside triphosphate biosynthetic process37/391885/187232.16e-066.35e-0537
GO:0043434ColorectumADresponse to peptide hormone126/3918414/187232.70e-067.86e-05126
GO:0046390ColorectumADribose phosphate biosynthetic process67/3918190/187233.21e-069.05e-0567
GO:0006164ColorectumADpurine nucleotide biosynthetic process66/3918191/187238.22e-061.97e-0466
GO:0072522ColorectumADpurine-containing compound biosynthetic process68/3918200/187231.12e-052.55e-0468
GO:0010563ColorectumADnegative regulation of phosphorus metabolic process130/3918442/187231.26e-052.76e-04130
GO:0045936ColorectumADnegative regulation of phosphate metabolic process129/3918441/187231.81e-053.76e-04129
GO:1901293ColorectumADnucleoside phosphate biosynthetic process80/3918256/187236.31e-051.05e-0380
GO:0042326ColorectumADnegative regulation of phosphorylation112/3918385/187238.02e-051.27e-03112
GO:1903578ColorectumADregulation of ATP metabolic process34/391887/187238.30e-051.30e-0334
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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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