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: ENTPD7

Gene summary for ENTPD7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ENTPD7

Gene ID

57089

Gene nameectonucleoside triphosphate diphosphohydrolase 7
Gene AliasLALP1
Cytomap10q24.2
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q9NQZ7


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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
57089ENTPD7LZE4THumanEsophagusESCC5.60e-093.49e-010.0811
57089ENTPD7P2T-EHumanEsophagusESCC5.58e-041.41e-010.1177
57089ENTPD7P5T-EHumanEsophagusESCC1.62e-025.18e-020.1327
57089ENTPD7P9T-EHumanEsophagusESCC3.16e-081.04e-010.1131
57089ENTPD7P11T-EHumanEsophagusESCC9.05e-103.83e-010.1426
57089ENTPD7P16T-EHumanEsophagusESCC5.48e-106.09e-020.1153
57089ENTPD7P20T-EHumanEsophagusESCC3.79e-059.57e-020.1124
57089ENTPD7P21T-EHumanEsophagusESCC5.61e-031.27e-010.1617
57089ENTPD7P22T-EHumanEsophagusESCC2.93e-065.34e-020.1236
57089ENTPD7P23T-EHumanEsophagusESCC3.30e-142.31e-010.108
57089ENTPD7P24T-EHumanEsophagusESCC5.53e-045.37e-020.1287
57089ENTPD7P27T-EHumanEsophagusESCC5.06e-037.45e-020.1055
57089ENTPD7P30T-EHumanEsophagusESCC2.00e-083.24e-010.137
57089ENTPD7P32T-EHumanEsophagusESCC4.36e-058.75e-020.1666
57089ENTPD7P36T-EHumanEsophagusESCC6.41e-031.47e-010.1187
57089ENTPD7P37T-EHumanEsophagusESCC3.82e-091.53e-010.1371
57089ENTPD7P39T-EHumanEsophagusESCC4.60e-047.98e-020.0894
57089ENTPD7P42T-EHumanEsophagusESCC1.92e-061.79e-010.1175
57089ENTPD7P44T-EHumanEsophagusESCC6.75e-061.59e-010.1096
57089ENTPD7P47T-EHumanEsophagusESCC6.75e-081.89e-010.1067
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:0006753110EsophagusESCCnucleoside phosphate metabolic process288/8552497/187231.80e-083.50e-07288
GO:0019693111EsophagusESCCribose phosphate metabolic process234/8552396/187234.24e-087.76e-07234
GO:0009117111EsophagusESCCnucleotide metabolic process282/8552489/187234.70e-088.50e-07282
GO:0009141111EsophagusESCCnucleoside triphosphate metabolic process78/8552112/187232.36e-073.59e-0678
GO:0009259111EsophagusESCCribonucleotide metabolic process224/8552385/187234.41e-076.00e-06224
GO:0072521111EsophagusESCCpurine-containing compound metabolic process238/8552416/187231.20e-061.49e-05238
GO:0009150111EsophagusESCCpurine ribonucleotide metabolic process213/8552368/187231.40e-061.69e-05213
GO:0006163111EsophagusESCCpurine nucleotide metabolic process226/8552396/187232.81e-063.21e-05226
GO:0009144110EsophagusESCCpurine nucleoside triphosphate metabolic process61/855288/187236.06e-066.23e-0561
GO:000919918EsophagusESCCribonucleoside triphosphate metabolic process61/855289/187231.07e-051.01e-0461
GO:000920519EsophagusESCCpurine ribonucleoside triphosphate metabolic process55/855282/187237.34e-055.51e-0455
GO:000913219EsophagusESCCnucleoside diphosphate metabolic process77/8552124/187231.65e-041.09e-0377
GO:000918520EsophagusESCCribonucleoside diphosphate metabolic process66/8552106/187234.21e-042.39e-0366
GO:00062203EsophagusESCCpyrimidine nucleotide metabolic process35/855250/187234.33e-042.44e-0335
GO:00091473EsophagusESCCpyrimidine nucleoside triphosphate metabolic process20/855225/187234.81e-042.69e-0320
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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
ENTPD7SNVMissense_Mutationc.696N>Ap.Phe232Leup.F232LQ9NQZ7protein_codingtolerated(0.06)possibly_damaging(0.685)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ENTPD7SNVMissense_Mutationc.1069N>Tp.Pro357Serp.P357SQ9NQZ7protein_codingdeleterious(0.03)probably_damaging(0.998)TCGA-A2-A25E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
ENTPD7SNVMissense_Mutationc.883G>Cp.Gly295Argp.G295RQ9NQZ7protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
ENTPD7SNVMissense_Mutationc.1054C>Gp.Leu352Valp.L352VQ9NQZ7protein_codingtolerated(0.1)benign(0.292)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ENTPD7SNVMissense_Mutationnovelc.772N>Tp.Asp258Tyrp.D258YQ9NQZ7protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ENTPD7SNVMissense_Mutationc.1622N>Ap.Ser541Asnp.S541NQ9NQZ7protein_codingtolerated(0.33)benign(0.003)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ENTPD7SNVMissense_Mutationc.1377N>Gp.Phe459Leup.F459LQ9NQZ7protein_codingtolerated(0.1)benign(0.05)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ENTPD7SNVMissense_Mutationrs753602972c.76C>Tp.Arg26Cysp.R26CQ9NQZ7protein_codingtolerated(0.11)possibly_damaging(0.871)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ENTPD7SNVMissense_Mutationc.1662C>Gp.Phe554Leup.F554LQ9NQZ7protein_codingtolerated(0.15)benign(0.028)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
ENTPD7SNVMissense_Mutationnovelc.739N>Ap.Ala247Thrp.A247TQ9NQZ7protein_codingtolerated(0.54)benign(0.014)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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