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: ADAM23

Gene summary for ADAM23

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADAM23

Gene ID

8745

Gene nameADAM metallopeptidase domain 23
Gene AliasMDC-3
Cytomap2q33.3
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

A0A024R3W8


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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
8745ADAM23LZE4THumanEsophagusESCC5.19e-164.61e-010.0811
8745ADAM23LZE7THumanEsophagusESCC2.41e-032.71e-010.0667
8745ADAM23LZE21THumanEsophagusESCC1.12e-033.31e-010.0655
8745ADAM23P2T-EHumanEsophagusESCC1.41e-133.25e-010.1177
8745ADAM23P4T-EHumanEsophagusESCC3.03e-236.55e-010.1323
8745ADAM23P9T-EHumanEsophagusESCC1.64e-082.71e-010.1131
8745ADAM23P11T-EHumanEsophagusESCC1.08e-042.53e-010.1426
8745ADAM23P12T-EHumanEsophagusESCC1.11e-042.00e-010.1122
8745ADAM23P15T-EHumanEsophagusESCC1.63e-257.32e-010.1149
8745ADAM23P22T-EHumanEsophagusESCC4.44e-152.78e-010.1236
8745ADAM23P26T-EHumanEsophagusESCC1.21e-154.15e-010.1276
8745ADAM23P27T-EHumanEsophagusESCC1.49e-071.97e-010.1055
8745ADAM23P30T-EHumanEsophagusESCC4.22e-341.11e+000.137
8745ADAM23P31T-EHumanEsophagusESCC1.25e-028.61e-020.1251
8745ADAM23P32T-EHumanEsophagusESCC1.18e-102.80e-010.1666
8745ADAM23P37T-EHumanEsophagusESCC3.28e-021.36e-010.1371
8745ADAM23P39T-EHumanEsophagusESCC4.74e-071.28e-010.0894
8745ADAM23P40T-EHumanEsophagusESCC7.95e-186.10e-010.109
8745ADAM23P42T-EHumanEsophagusESCC1.24e-033.07e-010.1175
8745ADAM23P48T-EHumanEsophagusESCC1.42e-176.42e-010.0959
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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
∗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:199082316EsophagusESCCresponse to leukemia inhibitory factor60/855295/187234.41e-042.48e-0360
GO:199083015EsophagusESCCcellular response to leukemia inhibitory factor59/855294/187236.19e-043.32e-0359
GO:19908237Oral cavityOSCCresponse to leukemia inhibitory factor58/730595/187231.10e-051.14e-0458
GO:19908307Oral cavityOSCCcellular response to leukemia inhibitory factor57/730594/187231.75e-051.71e-0457
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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
ADAM23SNVMissense_Mutationc.1418N>Tp.Ser473Leup.S473LO75077protein_codingdeleterious(0)probably_damaging(0.997)TCGA-D8-A1XU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADAM23SNVMissense_Mutationnovelc.245A>Tp.Asn82Ilep.N82IO75077protein_codingtolerated_low_confidence(0.19)benign(0)TCGA-E2-A576-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
ADAM23SNVMissense_Mutationc.2482C>Ap.Gln828Lysp.Q828KO75077protein_codingdeleterious(0.03)benign(0.072)TCGA-E9-A1R4-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
ADAM23insertionFrame_Shift_Insrs767549806c.2333_2334insCp.Lys781GlnfsTer3p.K781Qfs*3O75077protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
ADAM23deletionFrame_Shift_Delc.2334delNp.Lys781ArgfsTer14p.K781Rfs*14O75077protein_codingTCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
ADAM23SNVMissense_Mutationrs768532736c.1289C>Tp.Ser430Leup.S430LO75077protein_codingdeleterious(0)benign(0.053)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ADAM23SNVMissense_Mutationnovelc.1201C>Gp.Leu401Valp.L401VO75077protein_codingtolerated(0.37)benign(0.034)TCGA-EA-A43B-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ADAM23SNVMissense_Mutationc.1519N>Cp.Asn507Hisp.N507HO75077protein_codingdeleterious(0)probably_damaging(1)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ADAM23SNVMissense_Mutationc.803N>Tp.Arg268Ilep.R268IO75077protein_codingtolerated(0.17)benign(0)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
ADAM23deletionFrame_Shift_Delc.2334delNp.Lys781ArgfsTer14p.K781Rfs*14O75077protein_codingTCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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