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: SH2D2A

Gene summary for SH2D2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SH2D2A

Gene ID

9047

Gene nameSH2 domain containing 2A
Gene AliasF2771
Cytomap1q23.1
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

Q5UBZ2


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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
9047SH2D2ALZE4THumanEsophagusESCC1.33e-042.28e-010.0811
9047SH2D2ALZE7THumanEsophagusESCC1.94e-064.11e-010.0667
9047SH2D2ALZE24THumanEsophagusESCC1.72e-041.10e-010.0596
9047SH2D2ALZE6THumanEsophagusESCC5.94e-271.08e+000.0845
9047SH2D2AP2T-EHumanEsophagusESCC6.39e-062.17e-010.1177
9047SH2D2AP4T-EHumanEsophagusESCC3.88e-031.11e-010.1323
9047SH2D2AP5T-EHumanEsophagusESCC1.54e-041.36e-010.1327
9047SH2D2AP16T-EHumanEsophagusESCC7.62e-071.63e-010.1153
9047SH2D2AP17T-EHumanEsophagusESCC1.32e-085.43e-010.1278
9047SH2D2AP19T-EHumanEsophagusESCC4.46e-048.53e-010.1662
9047SH2D2AP21T-EHumanEsophagusESCC6.85e-092.73e-010.1617
9047SH2D2AP22T-EHumanEsophagusESCC1.49e-142.87e-010.1236
9047SH2D2AP23T-EHumanEsophagusESCC9.40e-113.26e-010.108
9047SH2D2AP24T-EHumanEsophagusESCC2.83e-206.27e-010.1287
9047SH2D2AP26T-EHumanEsophagusESCC3.49e-037.47e-020.1276
9047SH2D2AP28T-EHumanEsophagusESCC1.85e-183.44e-010.1149
9047SH2D2AP32T-EHumanEsophagusESCC2.85e-039.92e-020.1666
9047SH2D2AP36T-EHumanEsophagusESCC3.15e-104.69e-010.1187
9047SH2D2AP37T-EHumanEsophagusESCC2.47e-133.74e-010.1371
9047SH2D2AP47T-EHumanEsophagusESCC8.06e-036.86e-020.1067
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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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04370Oral cavityOSCCVEGF signaling pathway37/370459/84652.53e-036.62e-033.37e-0337
hsa043701Oral cavityOSCCVEGF signaling pathway37/370459/84652.53e-036.62e-033.37e-0337
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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
SH2D2ASNVMissense_Mutationc.397G>Ap.Glu133Lysp.E133KQ9NP31protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SH2D2ASNVMissense_Mutationc.1164N>Cp.Arg388Serp.R388SQ9NP31protein_codingdeleterious_low_confidence(0)benign(0.297)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SH2D2ASNVMissense_Mutationrs202237236c.1111N>Ap.Ala371Thrp.A371TQ9NP31protein_codingtolerated_low_confidence(0.3)benign(0.027)TCGA-C5-A7CL-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
SH2D2ASNVMissense_Mutationc.373G>Tp.Gly125Trpp.G125WQ9NP31protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SH2D2ASNVMissense_Mutationc.725N>Gp.Glu242Glyp.E242GQ9NP31protein_codingdeleterious(0)benign(0.439)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SH2D2ASNVMissense_Mutationc.911G>Cp.Arg304Prop.R304PQ9NP31protein_codingdeleterious(0)possibly_damaging(0.906)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
SH2D2ASNVMissense_Mutationc.626N>Tp.Arg209Metp.R209MQ9NP31protein_codingdeleterious(0.03)possibly_damaging(0.855)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
SH2D2ASNVMissense_Mutationnovelc.511N>Tp.Ala171Serp.A171SQ9NP31protein_codingtolerated(0.21)benign(0.023)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SH2D2ASNVMissense_Mutationnovelc.1039G>Tp.Gly347Cysp.G347CQ9NP31protein_codingdeleterious(0.02)benign(0.204)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
SH2D2ASNVMissense_Mutationnovelc.632A>Gp.Glu211Glyp.E211GQ9NP31protein_codingdeleterious(0.04)benign(0.44)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<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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