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: HPRT1

Gene summary for HPRT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HPRT1

Gene ID

3251

Gene namehypoxanthine phosphoribosyltransferase 1
Gene AliasHGPRT
CytomapXq26.2-q26.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

A0A140VJL3


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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
3251HPRT1TumorHumanCervixCC4.99e-215.33e-010.1241
3251HPRT1sample3HumanCervixCC1.11e-305.69e-010.1387
3251HPRT1T3HumanCervixCC5.80e-305.68e-010.1389
3251HPRT1LZE2THumanEsophagusESCC2.44e-046.81e-010.082
3251HPRT1LZE4THumanEsophagusESCC4.23e-237.84e-010.0811
3251HPRT1LZE5THumanEsophagusESCC3.61e-056.61e-010.0514
3251HPRT1LZE7THumanEsophagusESCC3.96e-168.93e-010.0667
3251HPRT1LZE8THumanEsophagusESCC1.55e-165.05e-010.067
3251HPRT1LZE20THumanEsophagusESCC3.63e-122.74e-010.0662
3251HPRT1LZE22D1HumanEsophagusHGIN7.77e-031.77e-010.0595
3251HPRT1LZE24THumanEsophagusESCC5.24e-381.08e+000.0596
3251HPRT1LZE21THumanEsophagusESCC1.94e-056.29e-010.0655
3251HPRT1LZE6THumanEsophagusESCC1.45e-211.09e+000.0845
3251HPRT1P1T-EHumanEsophagusESCC5.73e-043.18e-010.0875
3251HPRT1P2T-EHumanEsophagusESCC6.63e-428.83e-010.1177
3251HPRT1P4T-EHumanEsophagusESCC3.90e-641.65e+000.1323
3251HPRT1P5T-EHumanEsophagusESCC3.11e-641.35e+000.1327
3251HPRT1P8T-EHumanEsophagusESCC8.79e-245.11e-010.0889
3251HPRT1P9T-EHumanEsophagusESCC6.34e-267.66e-010.1131
3251HPRT1P10T-EHumanEsophagusESCC2.34e-741.30e+000.116
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00163587CervixCCdendrite development58/2311243/187234.52e-071.76e-0558
GO:00706617CervixCCleukocyte proliferation65/2311318/187232.56e-054.32e-0465
GO:00466516CervixCClymphocyte proliferation59/2311288/187235.53e-058.10e-0459
GO:00329435CervixCCmononuclear cell proliferation59/2311291/187237.51e-051.03e-0359
GO:00467008CervixCCheterocycle catabolic process80/2311445/187233.23e-043.42e-0380
GO:00346559CervixCCnucleobase-containing compound catabolic process74/2311407/187233.77e-043.88e-0374
GO:00196939CervixCCribose phosphate metabolic process72/2311396/187234.49e-044.48e-0372
GO:00092599CervixCCribonucleotide metabolic process70/2311385/187235.35e-045.18e-0370
GO:00019135CervixCCT cell mediated cytotoxicity15/231149/187235.81e-045.52e-0315
GO:00024564CervixCCT cell mediated immunity26/2311109/187236.39e-045.97e-0326
GO:00442709CervixCCcellular nitrogen compound catabolic process79/2311451/187237.80e-046.91e-0379
GO:00463908CervixCCribose phosphate biosynthetic process39/2311190/187239.02e-047.77e-0339
GO:000915010CervixCCpurine ribonucleotide metabolic process66/2311368/187231.09e-039.07e-0366
GO:00092608CervixCCribonucleotide biosynthetic process37/2311182/187231.44e-031.13e-0237
GO:00194398CervixCCaromatic compound catabolic process79/2311467/187232.14e-031.54e-0279
GO:00019067CervixCCcell killing37/2311188/187232.61e-031.80e-0237
GO:00091529CervixCCpurine ribonucleotide biosynthetic process34/2311169/187232.62e-031.81e-0234
GO:00024603CervixCCadaptive immune response based on somatic recombination of immune receptors built from immunoglobulin superfamily domains62/2311356/187233.09e-032.03e-0262
GO:00488135CervixCCdendrite morphogenesis30/2311146/187233.27e-032.13e-0230
GO:00219541CervixCCcentral nervous system neuron development19/231181/187233.96e-032.48e-0219
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa012325EsophagusESCCNucleotide metabolism59/420585/84651.67e-046.58e-043.37e-0459
hsa0123212EsophagusESCCNucleotide metabolism59/420585/84651.67e-046.58e-043.37e-0459
hsa01232LiverCirrhoticNucleotide metabolism39/253085/84651.27e-036.73e-034.15e-0339
hsa00983LiverCirrhoticDrug metabolism - other enzymes34/253080/84651.08e-023.57e-022.20e-0234
hsa012321LiverCirrhoticNucleotide metabolism39/253085/84651.27e-036.73e-034.15e-0339
hsa009831LiverCirrhoticDrug metabolism - other enzymes34/253080/84651.08e-023.57e-022.20e-0234
hsa012322LiverHCCNucleotide metabolism59/402085/84653.30e-051.88e-041.04e-0459
hsa009832LiverHCCDrug metabolism - other enzymes54/402080/84652.25e-041.09e-036.08e-0454
hsa012323LiverHCCNucleotide metabolism59/402085/84653.30e-051.88e-041.04e-0459
hsa009833LiverHCCDrug metabolism - other enzymes54/402080/84652.25e-041.09e-036.08e-0454
hsa012324Oral cavityOSCCNucleotide metabolism54/370485/84651.78e-045.95e-043.03e-0454
hsa0123211Oral cavityOSCCNucleotide metabolism54/370485/84651.78e-045.95e-043.03e-0454
hsa0123221Oral cavityLPNucleotide metabolism42/241885/84653.62e-052.36e-041.52e-0442
hsa0123231Oral cavityLPNucleotide metabolism42/241885/84653.62e-052.36e-041.52e-0442
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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
HPRT1insertionIn_Frame_Insnovelc.213_214insCAGTTTCTACAGTCTCTCTTAATATTGp.Gly71_Tyr72insGlnPheLeuGlnSerLeuLeuIleLeup.G71_Y72insQFLQSLLILP00492protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HPRT1SNVMissense_Mutationc.229G>Ap.Asp77Asnp.D77NP00492protein_codingdeleterious(0.04)possibly_damaging(0.767)TCGA-EK-A2R7-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HPRT1SNVMissense_Mutationnovelc.583N>Ap.Tyr195Asnp.Y195NP00492protein_codingdeleterious(0)probably_damaging(0.976)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HPRT1SNVMissense_Mutationrs387906725c.143N>Ap.Arg48Hisp.R48HP00492protein_codingdeleterious(0.01)probably_damaging(0.965)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
HPRT1SNVMissense_Mutationrs137852484c.481N>Tp.Ala161Serp.A161SP00492protein_codingdeleterious(0.01)possibly_damaging(0.854)TCGA-AG-3725-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
HPRT1SNVMissense_Mutationnovelc.391N>Gp.Leu131Valp.L131VP00492protein_codingdeleterious(0)benign(0.191)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HPRT1SNVMissense_Mutationnovelc.272N>Tp.Arg91Ilep.R91IP00492protein_codingdeleterious(0.01)benign(0.015)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
HPRT1SNVMissense_Mutationnovelc.628N>Ap.Glu210Lysp.E210KP00492protein_codingtolerated(0.07)benign(0.013)TCGA-AX-A1CR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
HPRT1SNVMissense_Mutationrs387906725c.143G>Ap.Arg48Hisp.R48HP00492protein_codingdeleterious(0.01)probably_damaging(0.965)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HPRT1SNVMissense_Mutationc.260N>Tp.Arg87Ilep.R87IP00492protein_codingdeleterious(0.01)benign(0.387)TCGA-BS-A0UF-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
3251HPRT1DRUGGABLE GENOME, ENZYMENITROSOUREAS3328039
3251HPRT1DRUGGABLE GENOME, ENZYMEMycophenolic Acid
3251HPRT1DRUGGABLE GENOME, ENZYMEmycophenolic acid
3251HPRT1DRUGGABLE GENOME, ENZYMEMERCAPTOPURINEMERCAPTOPURINE
3251HPRT1DRUGGABLE GENOME, ENZYMEMERCAPTOPURINEMERCAPTOPURINE
3251HPRT1DRUGGABLE GENOME, ENZYME3TCLAMIVUDINE17358033
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