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: ICAM3

Gene summary for ICAM3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ICAM3

Gene ID

3385

Gene nameintercellular adhesion molecule 3
Gene AliasCD50
Cytomap19p13.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

K7ERN2


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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
3385ICAM3LZE4THumanEsophagusESCC2.37e-021.07e-010.0811
3385ICAM3LZE7THumanEsophagusESCC1.40e-084.47e-010.0667
3385ICAM3LZE20THumanEsophagusESCC7.90e-049.73e-020.0662
3385ICAM3LZE22D1HumanEsophagusHGIN1.90e-052.29e-010.0595
3385ICAM3LZE22THumanEsophagusESCC1.57e-021.48e-010.068
3385ICAM3LZE24THumanEsophagusESCC9.19e-061.33e-010.0596
3385ICAM3LZE6THumanEsophagusESCC3.01e-063.10e-010.0845
3385ICAM3P4T-EHumanEsophagusESCC1.36e-048.46e-020.1323
3385ICAM3P8T-EHumanEsophagusESCC8.73e-091.30e-010.0889
3385ICAM3P9T-EHumanEsophagusESCC1.11e-038.40e-020.1131
3385ICAM3P11T-EHumanEsophagusESCC2.46e-021.02e-010.1426
3385ICAM3P12T-EHumanEsophagusESCC2.51e-031.84e-020.1122
3385ICAM3P19T-EHumanEsophagusESCC5.57e-053.61e-010.1662
3385ICAM3P23T-EHumanEsophagusESCC7.44e-122.46e-010.108
3385ICAM3P24T-EHumanEsophagusESCC2.94e-071.08e-010.1287
3385ICAM3P31T-EHumanEsophagusESCC2.91e-024.37e-020.1251
3385ICAM3P32T-EHumanEsophagusESCC1.17e-041.17e-010.1666
3385ICAM3P37T-EHumanEsophagusESCC1.24e-047.90e-020.1371
3385ICAM3P39T-EHumanEsophagusESCC8.52e-056.12e-020.0894
3385ICAM3P42T-EHumanEsophagusESCC2.79e-049.88e-020.1175
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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
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
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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
ICAM3SNVMissense_Mutationc.749C>Tp.Ser250Leup.S250LP32942protein_codingtolerated(0.1)benign(0.19)TCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
ICAM3SNVMissense_Mutationc.162T>Ap.Ser54Argp.S54RP32942protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
ICAM3SNVMissense_Mutationnovelc.619A>Cp.Thr207Prop.T207PP32942protein_codingdeleterious(0.04)possibly_damaging(0.719)TCGA-D8-A27F-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
ICAM3SNVMissense_Mutationnovelc.599G>Ap.Gly200Glup.G200EP32942protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ICAM3SNVMissense_Mutationc.352N>Ap.Glu118Lysp.E118KP32942protein_codingtolerated(0.08)possibly_damaging(0.602)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ICAM3SNVMissense_Mutationc.1204N>Cp.Ile402Leup.I402LP32942protein_codingtolerated(0.83)benign(0.03)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ICAM3SNVMissense_Mutationc.1363A>Cp.Thr455Prop.T455PP32942protein_codingtolerated(0.14)benign(0.425)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ICAM3SNVMissense_Mutationc.1189N>Ap.Leu397Metp.L397MP32942protein_codingdeleterious(0)probably_damaging(0.997)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ICAM3SNVMissense_Mutationrs768855498c.871N>Ap.Glu291Lysp.E291KP32942protein_codingtolerated(0.26)benign(0.031)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ICAM3SNVMissense_Mutationc.844G>Ap.Ala282Thrp.A282TP32942protein_codingtolerated(0.05)possibly_damaging(0.579)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
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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
3385ICAM3DRUGGABLE GENOMECSACYCLOSPORINE15732868
3385ICAM3DRUGGABLE GENOMEINTERFERONS14989786
3385ICAM3DRUGGABLE GENOMEVITAMIN D10891379
3385ICAM3DRUGGABLE GENOMEinhibitorCHEMBL2109481ICM3
3385ICAM3DRUGGABLE GENOMEGRANULOCYTE MACROPHAGE COLONY-STIMULATING FACTOR12600815
3385ICAM3DRUGGABLE GENOMEPMA7525295
3385ICAM3DRUGGABLE GENOMEGM-CSFREGRAMOSTIM12600815
3385ICAM3DRUGGABLE GENOMEMETHOTREXATEMETHOTREXATE16215763
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