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: ARSJ

Gene summary for ARSJ

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARSJ

Gene ID

79642

Gene namearylsulfatase family member J
Gene AliasASJ
Cytomap4q26
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q5FYB0


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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
79642ARSJLZE7THumanEsophagusESCC1.41e-061.63e-010.0667
79642ARSJLZE8THumanEsophagusESCC2.36e-051.40e-010.067
79642ARSJLZE24THumanEsophagusESCC3.23e-036.71e-020.0596
79642ARSJP2T-EHumanEsophagusESCC1.37e-305.84e-010.1177
79642ARSJP4T-EHumanEsophagusESCC8.06e-104.71e-010.1323
79642ARSJP5T-EHumanEsophagusESCC2.31e-102.39e-010.1327
79642ARSJP8T-EHumanEsophagusESCC1.22e-164.11e-010.0889
79642ARSJP9T-EHumanEsophagusESCC6.90e-071.18e-010.1131
79642ARSJP10T-EHumanEsophagusESCC1.42e-051.34e-010.116
79642ARSJP12T-EHumanEsophagusESCC2.28e-491.15e+000.1122
79642ARSJP15T-EHumanEsophagusESCC1.89e-155.30e-010.1149
79642ARSJP16T-EHumanEsophagusESCC3.52e-286.36e-010.1153
79642ARSJP21T-EHumanEsophagusESCC2.18e-123.32e-010.1617
79642ARSJP23T-EHumanEsophagusESCC6.71e-042.65e-010.108
79642ARSJP24T-EHumanEsophagusESCC5.79e-121.45e-010.1287
79642ARSJP26T-EHumanEsophagusESCC2.82e-521.13e+000.1276
79642ARSJP27T-EHumanEsophagusESCC1.05e-144.32e-010.1055
79642ARSJP28T-EHumanEsophagusESCC4.27e-03-7.65e-030.1149
79642ARSJP31T-EHumanEsophagusESCC7.20e-267.16e-010.1251
79642ARSJP32T-EHumanEsophagusESCC5.07e-367.24e-010.1666
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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
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
∗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
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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
ARSJSNVMissense_Mutationnovelc.1382C>Tp.Pro461Leup.P461LQ5FYB0protein_codingdeleterious(0.01)probably_damaging(0.949)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARSJSNVMissense_Mutationnovelc.569G>Tp.Arg190Ilep.R190IQ5FYB0protein_codingdeleterious(0.01)possibly_damaging(0.637)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARSJinsertionIn_Frame_Insnovelc.936_937insCTCCTACGGAGGp.Lys312_Thr313insLeuLeuArgArgp.K312_T313insLLRRQ5FYB0protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ARSJinsertionFrame_Shift_Insnovelc.211_212insAAATTTTTTTTACTCTTGGTGCATTCTTAAATp.Thr71LysfsTer23p.T71Kfs*23Q5FYB0protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ARSJinsertionNonsense_Mutationnovelc.698_699insTCAAAAGTATTTACAGTAGAAp.Asp233_Asn234insGlnLysTyrLeuGlnTerAsnp.D233_N234insQKYLQ*NQ5FYB0protein_codingTCGA-AQ-A54N-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ARSJSNVMissense_Mutationnovelc.574G>Ap.Gly192Argp.G192RQ5FYB0protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARSJSNVMissense_Mutationc.1708N>Cp.Glu570Glnp.E570QQ5FYB0protein_codingtolerated_low_confidence(0.41)benign(0)TCGA-EX-A3L1-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARSJSNVMissense_Mutationrs756542116c.523N>Ap.Gly175Argp.G175RQ5FYB0protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ARSJSNVMissense_Mutationnovelc.1318N>Gp.Ile440Valp.I440VQ5FYB0protein_codingtolerated(0.28)benign(0.163)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
ARSJSNVMissense_Mutationnovelc.1722N>Tp.Lys574Asnp.K574NQ5FYB0protein_codingtolerated_low_confidence(0.42)benign(0)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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