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: PTCH1

Gene summary for PTCH1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTCH1

Gene ID

5727

Gene namepatched 1
Gene AliasBCNS
Cytomap9q22.32
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q13635


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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
5727PTCH1AEH-subject1HumanEndometriumAEH7.56e-13-4.24e-01-0.3059
5727PTCH1AEH-subject2HumanEndometriumAEH2.24e-13-4.20e-01-0.2525
5727PTCH1AEH-subject3HumanEndometriumAEH4.43e-10-3.71e-01-0.2576
5727PTCH1AEH-subject5HumanEndometriumAEH5.49e-10-3.80e-01-0.2953
5727PTCH1EEC-subject1HumanEndometriumEEC2.10e-12-4.15e-01-0.2682
5727PTCH1EEC-subject2HumanEndometriumEEC2.90e-16-4.47e-01-0.2607
5727PTCH1EEC-subject3HumanEndometriumEEC2.11e-24-4.90e-01-0.2525
5727PTCH1EEC-subject4HumanEndometriumEEC2.58e-06-3.30e-01-0.2571
5727PTCH1EEC-subject5HumanEndometriumEEC2.86e-16-4.76e-01-0.249
5727PTCH1GSM5276934HumanEndometriumEEC4.38e-28-5.38e-01-0.0913
5727PTCH1GSM5276935HumanEndometriumEEC1.52e-13-4.42e-01-0.123
5727PTCH1GSM5276937HumanEndometriumEEC4.21e-18-4.98e-01-0.0897
5727PTCH1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.95e-17-4.70e-01-0.1869
5727PTCH1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC5.19e-16-4.91e-01-0.1875
5727PTCH1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.66e-20-4.13e-01-0.1883
5727PTCH1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.69e-21-4.64e-01-0.1934
5727PTCH1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.23e-29-5.22e-01-0.1917
5727PTCH1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.59e-32-5.53e-01-0.1916
5727PTCH1GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC4.47e-17-4.43e-01-0.1269
5727PTCH1P2T-EHumanEsophagusESCC4.22e-092.86e-010.1177
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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:00614589EndometriumAEHreproductive system development88/2100427/187239.50e-096.41e-0788
GO:00486089EndometriumAEHreproductive structure development87/2100424/187231.43e-089.12e-0787
GO:00605376EndometriumAEHmuscle tissue development83/2100403/187232.57e-081.50e-0683
GO:007265914EndometriumAEHprotein localization to plasma membrane63/2100284/187237.58e-083.92e-0663
GO:00016498EndometriumAEHosteoblast differentiation52/2100229/187234.74e-071.92e-0552
GO:00506738EndometriumAEHepithelial cell proliferation84/2100437/187234.88e-071.94e-0584
GO:00074098EndometriumAEHaxonogenesis81/2100418/187235.54e-072.12e-0581
GO:19907789EndometriumAEHprotein localization to cell periphery68/2100333/187236.38e-072.38e-0568
GO:00615648EndometriumAEHaxon development88/2100467/187236.39e-072.38e-0588
GO:00017019EndometriumAEHin utero embryonic development73/2100367/187237.18e-072.63e-0573
GO:004873216EndometriumAEHgland development83/2100436/187238.62e-073.11e-0583
GO:00015038EndometriumAEHossification78/2100408/187231.54e-064.85e-0578
GO:004259310EndometriumAEHglucose homeostasis55/2100258/187231.87e-065.74e-0555
GO:003350010EndometriumAEHcarbohydrate homeostasis55/2100259/187232.12e-066.31e-0555
GO:00016556EndometriumAEHurogenital system development67/2100338/187232.30e-066.76e-0567
GO:00506788EndometriumAEHregulation of epithelial cell proliferation73/2100381/187233.04e-068.44e-0573
GO:00720015EndometriumAEHrenal system development61/2100302/187233.43e-069.24e-0561
GO:00605627EndometriumAEHepithelial tube morphogenesis63/2100325/187239.63e-062.23e-0463
GO:00323557EndometriumAEHresponse to estradiol34/2100141/187231.13e-052.53e-0434
GO:00226129EndometriumAEHgland morphogenesis30/2100118/187231.21e-052.68e-0430
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0520518EndometriumAEHProteoglycans in cancer53/1197205/84655.43e-066.53e-054.78e-0553
hsa0436010EndometriumAEHAxon guidance39/1197182/84654.47e-032.46e-021.80e-0239
hsa0520519EndometriumAEHProteoglycans in cancer53/1197205/84655.43e-066.53e-054.78e-0553
hsa0436013EndometriumAEHAxon guidance39/1197182/84654.47e-032.46e-021.80e-0239
hsa0520524EndometriumEECProteoglycans in cancer52/1237205/84653.01e-053.19e-042.38e-0452
hsa0436022EndometriumEECAxon guidance39/1237182/84657.78e-033.66e-022.73e-0239
hsa0520534EndometriumEECProteoglycans in cancer52/1237205/84653.01e-053.19e-042.38e-0452
hsa0436032EndometriumEECAxon guidance39/1237182/84657.78e-033.66e-022.73e-0239
hsa0520529EsophagusESCCProteoglycans in cancer138/4205205/84651.79e-071.40e-067.15e-07138
hsa0436016EsophagusESCCAxon guidance108/4205182/84655.13e-031.30e-026.67e-03108
hsa0520537EsophagusESCCProteoglycans in cancer138/4205205/84651.79e-071.40e-067.15e-07138
hsa0436017EsophagusESCCAxon guidance108/4205182/84655.13e-031.30e-026.67e-03108
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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
PTCH1SNVMissense_Mutationrs769287098c.3668C>Tp.Ser1223Leup.S1223LQ13635protein_codingdeleterious(0.01)possibly_damaging(0.565)TCGA-A2-A0ER-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PTCH1SNVMissense_Mutationrs748726158c.3292N>Ap.Val1098Ilep.V1098IQ13635protein_codingtolerated(0.06)possibly_damaging(0.903)TCGA-A2-A3XV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
PTCH1SNVMissense_Mutationrs748812637c.4181N>Ap.Arg1394Glnp.R1394QQ13635protein_codingtolerated_low_confidence(0.63)benign(0.04)TCGA-A7-A3IZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PTCH1SNVMissense_Mutationnovelc.1603N>Tp.Asp535Tyrp.D535YQ13635protein_codingdeleterious(0)probably_damaging(0.954)TCGA-A7-A4SE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
PTCH1SNVMissense_Mutationc.2578N>Cp.Asp860Hisp.D860HQ13635protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PTCH1SNVMissense_Mutationc.3196N>Ap.Glu1066Lysp.E1066KQ13635protein_codingdeleterious(0)probably_damaging(0.966)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTCH1SNVMissense_Mutationrs769924767c.3005C>Tp.Thr1002Metp.T1002MQ13635protein_codingtolerated(0.1)benign(0.227)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTCH1SNVMissense_Mutationrs566619057c.3391N>Ap.Val1131Metp.V1131MQ13635protein_codingdeleterious(0.04)possibly_damaging(0.68)TCGA-B6-A0RN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PTCH1SNVMissense_Mutationc.3223N>Ap.Gly1075Argp.G1075RQ13635protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0DS-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycyclophosphamideSD
PTCH1SNVMissense_Mutationrs773389781c.3573N>Ap.Asn1191Lysp.N1191KQ13635protein_codingtolerated(0.1)benign(0.015)TCGA-BH-A18H-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
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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
5727PTCH1CLINICALLY ACTIONABLE, TRANSPORTERSONIDEGIBSONIDEGIB24651015
5727PTCH1CLINICALLY ACTIONABLE, TRANSPORTERinhibitorVISMODEGIBVISMODEGIB
5727PTCH1CLINICALLY ACTIONABLE, TRANSPORTERRETINOIC ACID12455633
5727PTCH1CLINICALLY ACTIONABLE, TRANSPORTERVismodegibVISMODEGIB
5727PTCH1CLINICALLY ACTIONABLE, TRANSPORTERSonidegibSONIDEGIB
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