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: ARC

Gene summary for ARC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARC

Gene ID

23237

Gene nameactivity regulated cytoskeleton associated protein
Gene AliasArg3.1
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q7LC44


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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
23237ARCLZE21THumanEsophagusESCC8.90e-042.42e-010.0655
23237ARCP2T-EHumanEsophagusESCC5.49e-329.78e-010.1177
23237ARCP4T-EHumanEsophagusESCC2.05e-199.31e-010.1323
23237ARCP5T-EHumanEsophagusESCC1.90e-341.13e+000.1327
23237ARCP10T-EHumanEsophagusESCC8.55e-217.66e-010.116
23237ARCP11T-EHumanEsophagusESCC2.06e-211.92e+000.1426
23237ARCP12T-EHumanEsophagusESCC6.15e-114.72e-010.1122
23237ARCP15T-EHumanEsophagusESCC6.64e-042.91e-010.1149
23237ARCP16T-EHumanEsophagusESCC3.51e-421.44e+000.1153
23237ARCP22T-EHumanEsophagusESCC5.49e-073.79e-010.1236
23237ARCP26T-EHumanEsophagusESCC4.40e-218.10e-010.1276
23237ARCP27T-EHumanEsophagusESCC3.48e-094.53e-010.1055
23237ARCP28T-EHumanEsophagusESCC3.55e-095.18e-010.1149
23237ARCP32T-EHumanEsophagusESCC1.50e-031.50e-010.1666
23237ARCP42T-EHumanEsophagusESCC2.20e-033.73e-010.1175
23237ARCP47T-EHumanEsophagusESCC3.63e-072.78e-010.1067
23237ARCP48T-EHumanEsophagusESCC7.09e-052.81e-010.0959
23237ARCP49T-EHumanEsophagusESCC3.57e-071.72e+000.1768
23237ARCP52T-EHumanEsophagusESCC2.70e-155.02e-010.1555
23237ARCP54T-EHumanEsophagusESCC1.46e-189.35e-010.0975
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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
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
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:200005933Oral cavityNEOLPnegative regulation of ubiquitin-dependent protein catabolic process14/200548/187233.56e-043.41e-0314
GO:003030821Oral cavityNEOLPnegative regulation of cell growth36/2005188/187233.88e-043.63e-0336
GO:000974325Oral cavityNEOLPresponse to carbohydrate45/2005253/187234.43e-044.00e-0345
GO:003428425Oral cavityNEOLPresponse to monosaccharide41/2005225/187234.69e-044.20e-0341
GO:006161431Oral cavityNEOLPpri-miRNA transcription by RNA polymerase II15/200555/187234.94e-044.39e-0315
GO:003052123Oral cavityNEOLPandrogen receptor signaling pathway13/200544/187234.99e-044.42e-0313
GO:00069973Oral cavityNEOLPnucleus organization27/2005133/187237.89e-046.27e-0327
GO:005109121Oral cavityNEOLPpositive regulation of DNA-binding transcription factor activity45/2005260/187238.06e-046.39e-0345
GO:004217732Oral cavityNEOLPnegative regulation of protein catabolic process25/2005121/187239.29e-047.20e-0325
GO:000974624Oral cavityNEOLPresponse to hexose39/2005219/187231.00e-037.68e-0339
GO:007132223Oral cavityNEOLPcellular response to carbohydrate stimulus31/2005163/187231.07e-038.08e-0331
GO:190289531Oral cavityNEOLPpositive regulation of pri-miRNA transcription by RNA polymerase II12/200542/187231.13e-038.46e-0312
GO:190289331Oral cavityNEOLPregulation of pri-miRNA transcription by RNA polymerase II14/200554/187231.30e-039.43e-0314
GO:007133323Oral cavityNEOLPcellular response to glucose stimulus29/2005151/187231.30e-039.44e-0329
GO:000167824Oral cavityNEOLPcellular glucose homeostasis32/2005172/187231.31e-039.48e-0332
GO:007133123Oral cavityNEOLPcellular response to hexose stimulus29/2005153/187231.60e-031.12e-0229
GO:007132623Oral cavityNEOLPcellular response to monosaccharide stimulus29/2005154/187231.78e-031.22e-0229
GO:001908321Oral cavityNEOLPviral transcription13/200550/187231.85e-031.27e-0213
GO:003085021Oral cavityNEOLPprostate gland development12/200545/187232.17e-031.42e-0212
GO:000828622Oral cavityNEOLPinsulin receptor signaling pathway23/2005116/187232.56e-031.61e-0223
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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
SCGB3A2MARCOSCGB3A2_MARCOUGRP1LungAAH
SCGB3A2MARCOSCGB3A2_MARCOUGRP1LungAIS
SCGB3A2MARCOSCGB3A2_MARCOUGRP1LungHealthy
SCGB3A2MARCOSCGB3A2_MARCOUGRP1LungMIAC
SCGB3A2MARCOSCGB3A2_MARCOUGRP1LungPrecancer
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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
ARCSNVMissense_Mutationc.373N>Tp.Arg125Cysp.R125CQ7LC44protein_codingdeleterious_low_confidence(0)benign(0.432)TCGA-A1-A0SG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
ARCSNVMissense_Mutationrs766434970c.1144N>Ap.Ala382Thrp.A382TQ7LC44protein_codingdeleterious_low_confidence(0.01)benign(0.026)TCGA-LL-A7T0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARCSNVMissense_Mutationc.932N>Tp.Thr311Metp.T311MQ7LC44protein_codingdeleterious(0.05)probably_damaging(0.933)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ARCSNVMissense_Mutationc.686G>Ap.Arg229Glnp.R229QQ7LC44protein_codingtolerated(0.18)benign(0.015)TCGA-AA-3494-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicPR
ARCSNVMissense_Mutationnovelc.365N>Ap.Arg122Hisp.R122HQ7LC44protein_codingdeleterious_low_confidence(0)probably_damaging(0.991)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ARCSNVMissense_Mutationrs771620864c.307G>Ap.Ala103Thrp.A103TQ7LC44protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.649)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ARCSNVMissense_Mutationc.1043N>Gp.Leu348Argp.L348RQ7LC44protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ARCSNVMissense_Mutationrs771620864c.307N>Ap.Ala103Thrp.A103TQ7LC44protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.649)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ARCSNVMissense_Mutationrs774341447c.332N>Ap.Arg111Hisp.R111HQ7LC44protein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-CM-6165-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ARCSNVMissense_Mutationc.1111N>Tp.Pro371Serp.P371SQ7LC44protein_codingdeleterious_low_confidence(0.02)benign(0.001)TCGA-D5-6929-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinum+SD
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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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