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:007054221LiverHCCresponse to fatty acid45/795864/187236.18e-067.56e-0545
GO:00069971LiverHCCnucleus organization82/7958133/187236.32e-067.72e-0582
GO:003243521LiverHCCnegative regulation of proteasomal ubiquitin-dependent protein catabolic process28/795835/187236.54e-067.88e-0528
GO:003051821LiverHCCintracellular steroid hormone receptor signaling pathway73/7958116/187237.04e-068.41e-0573
GO:004668622LiverHCCresponse to cadmium ion47/795868/187238.13e-069.56e-0547
GO:000974912LiverHCCresponse to glucose121/7958212/187231.24e-051.39e-04121
GO:003582111LiverHCCmodulation of process of other organism67/7958106/187231.34e-051.48e-0467
GO:003196021LiverHCCresponse to corticosteroid98/7958167/187231.73e-051.87e-0498
GO:007139821LiverHCCcellular response to fatty acid29/795838/187232.35e-052.47e-0429
GO:00517022LiverHCCbiological process involved in interaction with symbiont60/795894/187232.41e-052.54e-0460
GO:003314321LiverHCCregulation of intracellular steroid hormone receptor signaling pathway49/795874/187233.21e-053.26e-0449
GO:0006352LiverHCCDNA-templated transcription, initiation78/7958130/187234.19e-054.11e-0478
GO:004586122LiverHCCnegative regulation of proteolysis186/7958351/187234.19e-054.11e-04186
GO:00310601LiverHCCregulation of histone methylation46/795869/187234.30e-054.20e-0446
GO:00349681LiverHCChistone lysine methylation70/7958115/187235.32e-055.04e-0470
GO:004206022LiverHCCwound healing219/7958422/187235.34e-055.04e-04219
GO:0031058LiverHCCpositive regulation of histone modification58/795892/187235.55e-055.21e-0458
GO:009730522LiverHCCresponse to alcohol138/7958253/187236.91e-056.26e-04138
GO:000689011LiverHCCretrograde vesicle-mediated transport, Golgi to endoplasmic reticulum36/795852/187238.79e-057.66e-0436
GO:000975521LiverHCChormone-mediated signaling pathway106/7958190/187231.45e-041.17e-03106
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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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