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:003133016EndometriumAEHnegative regulation of cellular catabolic process53/2100262/187231.40e-052.99e-0453
GO:007138310EndometriumAEHcellular response to steroid hormone stimulus44/2100204/187231.41e-053.01e-0444
GO:00015589EndometriumAEHregulation of cell growth75/2100414/187231.79e-053.65e-0475
GO:00435428EndometriumAEHendothelial cell migration55/2100279/187232.11e-054.15e-0455
GO:00105955EndometriumAEHpositive regulation of endothelial cell migration32/2100133/187232.12e-054.15e-0432
GO:003196010EndometriumAEHresponse to corticosteroid37/2100167/187233.59e-056.28e-0437
GO:00105945EndometriumAEHregulation of endothelial cell migration47/2100232/187234.02e-056.91e-0447
GO:000989515EndometriumAEHnegative regulation of catabolic process60/2100320/187234.32e-057.28e-0460
GO:19017996EndometriumAEHnegative regulation of proteasomal protein catabolic process16/210049/187235.29e-058.45e-0416
GO:00324357EndometriumAEHnegative regulation of proteasomal ubiquitin-dependent protein catabolic process13/210035/187235.82e-059.12e-0413
GO:00329848EndometriumAEHprotein-containing complex disassembly45/2100224/187237.16e-051.10e-0345
GO:005138410EndometriumAEHresponse to glucocorticoid33/2100148/187238.11e-051.21e-0333
GO:000223710EndometriumAEHresponse to molecule of bacterial origin65/2100363/187239.00e-051.30e-0365
GO:003249610EndometriumAEHresponse to lipopolysaccharide62/2100343/187239.82e-051.41e-0362
GO:004586116EndometriumAEHnegative regulation of proteolysis63/2100351/187231.07e-041.53e-0363
GO:19016539EndometriumAEHcellular response to peptide64/2100359/187231.16e-041.63e-0364
GO:00305189EndometriumAEHintracellular steroid hormone receptor signaling pathway27/2100116/187231.65e-042.15e-0327
GO:009730510EndometriumAEHresponse to alcohol48/2100253/187231.80e-042.31e-0348
GO:001003816EndometriumAEHresponse to metal ion65/2100373/187232.02e-042.54e-0365
GO:00459264EndometriumAEHnegative regulation of growth47/2100249/187232.36e-042.84e-0347
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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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