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: ACP6

Gene summary for ACP6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACP6

Gene ID

51205

Gene nameacid phosphatase 6, lysophosphatidic
Gene AliasACPL1
Cytomap1q21.2
Gene Typeprotein-coding
GO ID

GO:0002244

UniProtAcc

Q9NPH0


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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
51205ACP6LZE24THumanEsophagusESCC4.77e-235.10e-010.0596
51205ACP6P2T-EHumanEsophagusESCC1.38e-061.35e-010.1177
51205ACP6P4T-EHumanEsophagusESCC2.46e-173.34e-010.1323
51205ACP6P8T-EHumanEsophagusESCC1.65e-034.46e-020.0889
51205ACP6P9T-EHumanEsophagusESCC1.34e-024.36e-020.1131
51205ACP6P10T-EHumanEsophagusESCC1.44e-091.15e-010.116
51205ACP6P12T-EHumanEsophagusESCC6.81e-131.05e-010.1122
51205ACP6P15T-EHumanEsophagusESCC1.75e-081.17e-010.1149
51205ACP6P16T-EHumanEsophagusESCC2.62e-061.10e-010.1153
51205ACP6P17T-EHumanEsophagusESCC1.77e-051.93e-010.1278
51205ACP6P20T-EHumanEsophagusESCC8.14e-051.17e-010.1124
51205ACP6P22T-EHumanEsophagusESCC1.31e-091.81e-010.1236
51205ACP6P23T-EHumanEsophagusESCC2.20e-111.71e-010.108
51205ACP6P24T-EHumanEsophagusESCC1.56e-045.26e-020.1287
51205ACP6P26T-EHumanEsophagusESCC1.38e-111.77e-010.1276
51205ACP6P27T-EHumanEsophagusESCC1.34e-081.33e-010.1055
51205ACP6P28T-EHumanEsophagusESCC2.34e-075.46e-020.1149
51205ACP6P37T-EHumanEsophagusESCC5.55e-033.12e-020.1371
51205ACP6P39T-EHumanEsophagusESCC3.98e-063.46e-020.0894
51205ACP6P42T-EHumanEsophagusESCC1.54e-029.70e-020.1175
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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
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
∗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:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:00086544EsophagusESCCphospholipid biosynthetic process162/8552253/187232.59e-095.73e-08162
GO:00464744EsophagusESCCglycerophospholipid biosynthetic process135/8552211/187235.75e-081.02e-06135
GO:00450175EsophagusESCCglycerolipid biosynthetic process154/8552252/187235.20e-076.96e-06154
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00066505EsophagusESCCglycerophospholipid metabolic process174/8552306/187234.92e-053.85e-04174
GO:00066541EsophagusESCCphosphatidic acid biosynthetic process26/855233/187231.06e-047.43e-0426
GO:00464733EsophagusESCCphosphatidic acid metabolic process28/855237/187232.00e-041.26e-0328
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:00022446EsophagusESCChematopoietic progenitor cell differentiation66/8552114/187235.74e-032.13e-0266
GO:00086542LiverHCCphospholipid biosynthetic process150/7958253/187234.77e-081.03e-06150
GO:00066444LiverHCCphospholipid metabolic process214/7958383/187237.25e-081.48e-06214
GO:001631121LiverHCCdephosphorylation230/7958417/187231.00e-071.96e-06230
GO:004648611LiverHCCglycerolipid metabolic process215/7958392/187234.54e-077.49e-06215
GO:004501711LiverHCCglycerolipid biosynthetic process143/7958252/187233.27e-064.31e-05143
GO:00066504LiverHCCglycerophospholipid metabolic process168/7958306/187237.27e-068.62e-05168
GO:004647411LiverHCCglycerophospholipid biosynthetic process121/7958211/187239.12e-061.06e-04121
GO:0006654LiverHCCphosphatidic acid biosynthetic process23/795833/187231.46e-037.75e-0323
GO:00464732LiverHCCphosphatidic acid metabolic process24/795837/187235.03e-032.11e-0224
GO:0052646LiverHCCalditol phosphate metabolic process9/795811/187239.51e-033.60e-029
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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
ACP6SNVMissense_Mutationnovelc.883N>Ap.Glu295Lysp.E295Kprotein_codingtolerated(0.12)benign(0.329)TCGA-BH-A0AW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
ACP6SNVMissense_Mutationc.668N>Gp.Ser223Cysp.S223Cprotein_codingtolerated(0.07)benign(0.029)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ACP6deletionFrame_Shift_Delnovelc.719delGp.Gly240AlafsTer31p.G240Afs*31protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
ACP6SNVMissense_Mutationnovelc.1208N>Tp.Ser403Leup.S403Lprotein_codingdeleterious(0.01)probably_damaging(0.956)TCGA-BI-A0VS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ACP6SNVMissense_Mutationc.1106N>Tp.Ser369Phep.S369Fprotein_codingdeleterious(0)probably_damaging(0.97)TCGA-BI-A0VS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ACP6SNVMissense_Mutationrs781853603c.1265T>Cp.Met422Thrp.M422Tprotein_codingtolerated(0.34)benign(0)TCGA-A6-6648-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinPD
ACP6SNVMissense_Mutationnovelc.715N>Gp.Met239Valp.M239Vprotein_codingtolerated(0.1)benign(0)TCGA-AA-A00O-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ACP6SNVMissense_Mutationnovelc.704T>Cp.Val235Alap.V235Aprotein_codingdeleterious(0)benign(0.159)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
ACP6SNVMissense_Mutationrs201678741c.86N>Gp.Val29Glyp.V29Gprotein_codingtolerated(0.26)benign(0)TCGA-D5-5540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ACP6SNVMissense_Mutationnovelc.739N>Tp.Val247Leup.V247Lprotein_codingtolerated(0.2)benign(0.113)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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