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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

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


Top

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
Page: 1 2 3 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00303084Oral cavityOSCCnegative regulation of cell growth101/7305188/187232.85e-052.63e-04101
GO:00082868Oral cavityOSCCinsulin receptor signaling pathway67/7305116/187233.23e-052.91e-0467
GO:000166719Oral cavityOSCCameboidal-type cell migration228/7305475/187233.46e-053.10e-04228
GO:00350652Oral cavityOSCCregulation of histone acetylation36/730554/187233.55e-053.17e-0436
GO:005101720Oral cavityOSCCactin filament bundle assembly86/7305157/187234.28e-053.70e-0486
GO:190305117Oral cavityOSCCnegative regulation of proteolysis involved in cellular protein catabolic process41/730564/187234.31e-053.71e-0441
GO:00063563Oral cavityOSCCregulation of transcription by RNA polymerase I25/730534/187234.63e-053.90e-0425
GO:004340116Oral cavityOSCCsteroid hormone mediated signaling pathway76/7305136/187234.76e-053.99e-0476
GO:00063601Oral cavityOSCCtranscription by RNA polymerase I36/730555/187236.42e-055.22e-0436
GO:000689810Oral cavityOSCCreceptor-mediated endocytosis125/7305244/187236.56e-055.32e-04125
GO:00074925Oral cavityOSCCendoderm development47/730577/187237.40e-055.81e-0447
GO:006157220Oral cavityOSCCactin filament bundle organization87/7305161/187237.49e-055.84e-0487
GO:001063118Oral cavityOSCCepithelial cell migration174/7305357/187231.04e-047.70e-04174
GO:000974320Oral cavityOSCCresponse to carbohydrate128/7305253/187231.11e-048.16e-04128
GO:009013218Oral cavityOSCCepithelium migration175/7305360/187231.18e-048.54e-04175
GO:0051259Oral cavityOSCCprotein complex oligomerization121/7305238/187231.29e-049.21e-04121
GO:00459431Oral cavityOSCCpositive regulation of transcription by RNA polymerase I18/730523/187231.47e-041.04e-0318
GO:00303238Oral cavityOSCCrespiratory tube development95/7305181/187231.53e-041.07e-0395
GO:004311210Oral cavityOSCCreceptor metabolic process88/7305166/187231.68e-041.15e-0388
GO:009730519Oral cavityOSCCresponse to alcohol127/7305253/187231.81e-041.24e-03127
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
Page: 1 2 3 4 5 

Top

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
Page: 1