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: ADAM28

Gene summary for ADAM28

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADAM28

Gene ID

10863

Gene nameADAM metallopeptidase domain 28
Gene AliasADAM 28
Cytomap8p21.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9UKQ2


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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
10863ADAM28LZE8THumanEsophagusESCC1.12e-039.10e-020.067
10863ADAM28P2T-EHumanEsophagusESCC3.49e-03-1.37e-020.1177
10863ADAM28P8T-EHumanEsophagusESCC1.79e-153.00e-010.0889
10863ADAM28P36T-EHumanEsophagusESCC3.39e-031.32e-010.1187
10863ADAM28P37T-EHumanEsophagusESCC3.40e-061.52e-010.1371
10863ADAM28P42T-EHumanEsophagusESCC1.90e-021.50e-010.1175
10863ADAM28P47T-EHumanEsophagusESCC4.30e-04-2.35e-020.1067
10863ADAM28P57T-EHumanEsophagusESCC1.49e-092.22e-010.0926
10863ADAM28P61T-EHumanEsophagusESCC1.11e-039.10e-020.099
10863ADAM28P62T-EHumanEsophagusESCC3.23e-093.14e-010.1302
10863ADAM28P65T-EHumanEsophagusESCC9.21e-047.91e-020.0978
10863ADAM28P74T-EHumanEsophagusESCC4.22e-021.43e-010.1479
10863ADAM28P82T-EHumanEsophagusESCC2.26e-075.60e-010.1072
10863ADAM28P94T-EHumanEsophagusESCC1.28e-031.02e+000.0879
10863ADAM28P104T-EHumanEsophagusESCC1.98e-148.56e-010.0931
10863ADAM28P128T-EHumanEsophagusESCC2.19e-072.76e-010.1241
10863ADAM28Pat01-BHumanStomachGC1.42e-18-7.23e-010.5754
10863ADAM28Pat02-BHumanStomachGC2.21e-32-6.00e-010.0368
10863ADAM28Pat03-BHumanStomachGC4.78e-19-6.88e-010.3693
10863ADAM28Pat04-BHumanStomachGC1.40e-19-2.87e-01-0.1483
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗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
ADAM28SNVMissense_Mutationnovelc.1018N>Cp.Glu340Glnp.E340QQ9UKQ2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
ADAM28SNVMissense_Mutationc.2206N>Tp.Asp736Tyrp.D736YQ9UKQ2protein_codingdeleterious(0.05)benign(0.365)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ADAM28SNVMissense_Mutationrs777149299c.1048N>Ap.Asp350Asnp.D350NQ9UKQ2protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ADAM28SNVMissense_Mutationc.1976N>Gp.Ser659Cysp.S659CQ9UKQ2protein_codingdeleterious(0)possibly_damaging(0.781)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ADAM28SNVMissense_Mutationc.1462N>Cp.Asp488Hisp.D488HQ9UKQ2protein_codingdeleterious(0)probably_damaging(0.964)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ADAM28SNVMissense_Mutationnovelc.1319N>Gp.Lys440Argp.K440RQ9UKQ2protein_codingtolerated(0.08)probably_damaging(0.999)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ADAM28SNVMissense_Mutationc.586G>Tp.Asp196Tyrp.D196YQ9UKQ2protein_codingdeleterious(0.01)possibly_damaging(0.87)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ADAM28SNVMissense_Mutationc.806C>Tp.Ala269Valp.A269VQ9UKQ2protein_codingdeleterious(0.04)possibly_damaging(0.554)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ADAM28SNVMissense_Mutationrs762484740c.1288N>Gp.Thr430Alap.T430AQ9UKQ2protein_codingdeleterious(0.03)benign(0.06)TCGA-CK-5913-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ADAM28SNVMissense_Mutationc.1423N>Tp.Pro475Serp.P475SQ9UKQ2protein_codingdeleterious(0.05)benign(0.021)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=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
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