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: ACP1

Gene summary for ACP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACP1

Gene ID

52

Gene nameacid phosphatase 1
Gene AliasHAAP
Cytomap2p25.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A0A140VK37


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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
52ACP1HTA11_1938_2000001011HumanColorectumAD3.87e-042.63e-01-0.0811
52ACP1HTA11_78_2000001011HumanColorectumAD2.98e-052.56e-01-0.1088
52ACP1HTA11_347_2000001011HumanColorectumAD1.29e-083.35e-01-0.1954
52ACP1HTA11_1391_2000001011HumanColorectumAD4.67e-033.18e-01-0.059
52ACP1HTA11_866_3004761011HumanColorectumAD2.49e-052.11e-010.096
52ACP1HTA11_99999970781_79442HumanColorectumMSS2.98e-094.18e-010.294
52ACP1HTA11_99999965104_69814HumanColorectumMSS2.01e-033.46e-010.281
52ACP1HTA11_99999971662_82457HumanColorectumMSS2.40e-104.23e-010.3859
52ACP1HTA11_99999974143_84620HumanColorectumMSS1.65e-042.32e-010.3005
52ACP1AEH-subject1HumanEndometriumAEH7.31e-13-3.45e-01-0.3059
52ACP1AEH-subject2HumanEndometriumAEH2.40e-09-2.82e-01-0.2525
52ACP1AEH-subject3HumanEndometriumAEH9.55e-13-2.42e-01-0.2576
52ACP1AEH-subject4HumanEndometriumAEH2.08e-07-3.06e-01-0.2657
52ACP1AEH-subject5HumanEndometriumAEH8.21e-09-2.48e-01-0.2953
52ACP1EEC-subject1HumanEndometriumEEC2.52e-14-3.19e-01-0.2682
52ACP1EEC-subject2HumanEndometriumEEC9.86e-23-4.14e-01-0.2607
52ACP1EEC-subject3HumanEndometriumEEC2.43e-45-4.29e-01-0.2525
52ACP1EEC-subject4HumanEndometriumEEC4.96e-10-2.63e-01-0.2571
52ACP1EEC-subject5HumanEndometriumEEC7.21e-09-2.29e-01-0.249
52ACP1GSM5276934HumanEndometriumEEC2.73e-06-2.32e-01-0.0913
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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
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
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
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
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:0016311ColorectumADdephosphorylation123/3918417/187231.84e-053.82e-04123
GO:0006470ColorectumADprotein dephosphorylation88/3918281/187232.56e-054.89e-0488
GO:00064702ColorectumMSSprotein dephosphorylation73/3467281/187231.15e-031.12e-0273
GO:00163112ColorectumMSSdephosphorylation101/3467417/187231.98e-031.70e-02101
GO:00064709EndometriumAEHprotein dephosphorylation50/2100281/187236.41e-046.23e-0350
GO:000647013EndometriumEECprotein dephosphorylation51/2168281/187237.38e-047.01e-0351
GO:000647017EsophagusHGINprotein dephosphorylation61/2587281/187231.86e-043.51e-0361
GO:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:000647018EsophagusESCCprotein dephosphorylation177/8552281/187233.13e-096.72e-08177
GO:000647011LiverCirrhoticprotein dephosphorylation96/4634281/187232.32e-042.11e-0396
GO:001631111LiverCirrhoticdephosphorylation130/4634417/187231.58e-031.03e-02130
GO:001631121LiverHCCdephosphorylation230/7958417/187231.00e-071.96e-06230
GO:000647021LiverHCCprotein dephosphorylation162/7958281/187231.91e-073.46e-06162
GO:000647015Oral cavityOSCCprotein dephosphorylation162/7305281/187231.56e-104.56e-09162
GO:00163119Oral cavityOSCCdephosphorylation220/7305417/187236.33e-091.34e-07220
GO:000647016Oral cavityLPprotein dephosphorylation89/4623281/187234.60e-032.93e-0289
GO:000647010ProstateBPHprotein dephosphorylation78/3107281/187231.53e-062.63e-0578
GO:00163118ProstateBPHdephosphorylation98/3107417/187231.53e-041.35e-0398
GO:000647014ProstateTumorprotein dephosphorylation76/3246281/187232.86e-053.46e-0476
GO:001631113ProstateTumordephosphorylation98/3246417/187237.31e-045.08e-0398
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05208ColorectumADChemical carcinogenesis - reactive oxygen species126/2092223/84651.01e-241.68e-221.07e-22126
hsa04520ColorectumADAdherens junction50/209293/84651.52e-092.83e-081.81e-0850
hsa052081ColorectumADChemical carcinogenesis - reactive oxygen species126/2092223/84651.01e-241.68e-221.07e-22126
hsa045201ColorectumADAdherens junction50/209293/84651.52e-092.83e-081.81e-0850
hsa052084ColorectumMSSChemical carcinogenesis - reactive oxygen species118/1875223/84652.71e-244.54e-222.78e-22118
hsa052085ColorectumMSSChemical carcinogenesis - reactive oxygen species118/1875223/84652.71e-244.54e-222.78e-22118
hsa0520826EndometriumAEHChemical carcinogenesis - reactive oxygen species91/1197223/84653.28e-231.33e-219.76e-2291
hsa05208112EndometriumAEHChemical carcinogenesis - reactive oxygen species91/1197223/84653.28e-231.33e-219.76e-2291
hsa0520827EndometriumEECChemical carcinogenesis - reactive oxygen species94/1237223/84654.11e-241.93e-221.44e-2294
hsa0520836EndometriumEECChemical carcinogenesis - reactive oxygen species94/1237223/84654.11e-241.93e-221.44e-2294
hsa0520839EsophagusHGINChemical carcinogenesis - reactive oxygen species92/1383223/84652.41e-199.83e-187.80e-1892
hsa05208115EsophagusHGINChemical carcinogenesis - reactive oxygen species92/1383223/84652.41e-199.83e-187.80e-1892
hsa0520822LiverCirrhoticChemical carcinogenesis - reactive oxygen species121/2530223/84651.35e-144.08e-132.52e-13121
hsa0452022LiverCirrhoticAdherens junction52/253093/84651.36e-071.97e-061.21e-0652
hsa0520832LiverCirrhoticChemical carcinogenesis - reactive oxygen species121/2530223/84651.35e-144.08e-132.52e-13121
hsa0452032LiverCirrhoticAdherens junction52/253093/84651.36e-071.97e-061.21e-0652
hsa0520842LiverHCCChemical carcinogenesis - reactive oxygen species167/4020223/84652.85e-171.91e-151.06e-15167
hsa0452042LiverHCCAdherens junction68/402093/84653.99e-074.46e-062.48e-0668
hsa0520852LiverHCCChemical carcinogenesis - reactive oxygen species167/4020223/84652.85e-171.91e-151.06e-15167
hsa0452052LiverHCCAdherens junction68/402093/84653.99e-074.46e-062.48e-0668
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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
ACP1SNVMissense_Mutationnovelc.418N>Cp.Glu140Glnp.E140QP24666protein_codingtolerated(0.05)probably_damaging(0.948)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
ACP1SNVMissense_Mutationnovelc.271N>Cp.Cys91Argp.C91RP24666protein_codingtolerated(0.07)benign(0.351)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
ACP1SNVMissense_Mutationrs769115575c.56N>Ap.Arg19Glnp.R19QP24666protein_codingtolerated(0.06)possibly_damaging(0.801)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ACP1SNVMissense_Mutationc.356N>Ap.Ser119Asnp.S119NP24666protein_codingtolerated(0.11)benign(0.005)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ACP1SNVMissense_Mutationrs763912438c.158N>Ap.Gly53Aspp.G53DP24666protein_codingdeleterious(0)probably_damaging(0.951)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ACP1SNVMissense_Mutationnovelc.110N>Tp.Ser37Leup.S37LP24666protein_codingtolerated(0.39)benign(0.001)TCGA-4E-A92E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ACP1SNVMissense_Mutationc.128N>Gp.Asp43Glyp.D43GP24666protein_codingdeleterious(0.02)benign(0.434)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
ACP1SNVMissense_Mutationc.439N>Ap.Val147Ilep.V147IP24666protein_codingtolerated(0.08)benign(0.003)TCGA-BC-A10Z-01Liverliver hepatocellular carcinomaFemale<65I/IIUnknownUnknownSD
ACP1SNVMissense_Mutationc.208N>Tp.His70Tyrp.H70YP24666protein_codingtolerated(0.05)benign(0.01)TCGA-38-4625-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ACP1SNVMissense_Mutationnovelc.385G>Cp.Glu129Glnp.E129QP24666protein_codingtolerated(0.16)benign(0.052)TCGA-86-8673-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownPD
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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
52ACP1ENZYME, DRUGGABLE GENOME, PROTEIN PHOSPHATASEGNF-PF-4353CHEMBL527307
52ACP1ENZYME, DRUGGABLE GENOME, PROTEIN PHOSPHATASEGNF-PF-3542CHEMBL598477
52ACP1ENZYME, DRUGGABLE GENOME, PROTEIN PHOSPHATASENCI-372939CHEMBL84440
52ACP1ENZYME, DRUGGABLE GENOME, PROTEIN PHOSPHATASECEFDINIRCEFDINIR
52ACP1ENZYME, DRUGGABLE GENOME, PROTEIN PHOSPHATASEAKT INHIBITOR VIIICHEMBL258844
52ACP1ENZYME, DRUGGABLE GENOME, PROTEIN PHOSPHATASETCMDC-125603CHEMBL528734
52ACP1ENZYME, DRUGGABLE GENOME, PROTEIN PHOSPHATASEPYRIMETHAMINEPYRIMETHAMINE
52ACP1ENZYME, DRUGGABLE GENOME, PROTEIN PHOSPHATASEDNDI1417461CHEMBL1520282
52ACP1ENZYME, DRUGGABLE GENOME, PROTEIN PHOSPHATASEGNF-PF-992CHEMBL602561
52ACP1ENZYME, DRUGGABLE GENOME, PROTEIN PHOSPHATASEFIDUXOSIN HYDROCHLORIDEFIDUXOSIN HYDROCHLORIDE
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