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: SOBP

Gene summary for SOBP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SOBP

Gene ID

55084

Gene namesine oculis binding protein homolog
Gene AliasJXC1
Cytomap6q21
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

A7XYQ1


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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
55084SOBPHCC1_MengHumanLiverHCC5.12e-17-1.32e-020.0246
55084SOBPHCC1HumanLiverHCC9.85e-092.90e+000.5336
55084SOBPHCC2HumanLiverHCC4.66e-052.41e+000.5341
55084SOBPPt14.aHumanLiverHCC1.82e-075.30e-010.0169
55084SOBPS014HumanLiverHCC1.33e-124.70e-010.2254
55084SOBPS015HumanLiverHCC9.36e-134.46e-010.2375
55084SOBPS016HumanLiverHCC9.60e-123.87e-010.2243
55084SOBPHTA12-15-2HumanPancreasPDAC4.45e-063.95e-010.2315
55084SOBPHTA12-23-1HumanPancreasPDAC5.20e-086.95e-010.3405
55084SOBPHTA12-25-1HumanPancreasPDAC3.07e-086.24e-010.313
55084SOBPHTA12-26-1HumanPancreasPDAC6.32e-218.26e-010.3728
55084SOBPHTA12-29-1HumanPancreasPDAC3.75e-519.73e-010.3722
55084SOBPHTA12-32-1HumanPancreasPDAC4.23e-058.64e-010.3624
55084SOBPHTA12-9-2HumanPancreasPDAC1.65e-022.31e-010.0835
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
SOBPSNVMissense_Mutationrs747849355c.482G>Ap.Arg161Hisp.R161HA7XYQ1protein_codingtolerated(0.06)probably_damaging(0.998)TCGA-A2-A3XV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
SOBPSNVMissense_Mutationc.2474N>Tp.Gly825Valp.G825VA7XYQ1protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A8-A085-01Breastbreast invasive carcinomaMale<65I/IIHormone TherapytamoxiphenSD
SOBPSNVMissense_Mutationc.590G>Ap.Gly197Glup.G197EA7XYQ1protein_codingdeleterious(0.05)probably_damaging(1)TCGA-AO-A0JJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophospamideSD
SOBPSNVMissense_Mutationc.1310C>Tp.Pro437Leup.P437LA7XYQ1protein_codingdeleterious(0)possibly_damaging(0.891)TCGA-BH-A1FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SOBPSNVMissense_Mutationc.660N>Gp.Cys220Trpp.C220WA7XYQ1protein_codingdeleterious(0.01)probably_damaging(0.987)TCGA-E9-A1RF-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
SOBPSNVMissense_Mutationnovelc.2439C>Gp.Asp813Glup.D813EA7XYQ1protein_codingtolerated(0.22)possibly_damaging(0.774)TCGA-LL-A8F5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SOBPSNVMissense_Mutationnovelc.727G>Ap.Gly243Argp.G243RA7XYQ1protein_codingdeleterious(0)probably_damaging(1)TCGA-V7-A7HQ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyletrozoleCR
SOBPSNVMissense_Mutationnovelc.1646C>Tp.Ser549Phep.S549FA7XYQ1protein_codingdeleterious(0)possibly_damaging(0.865)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SOBPSNVMissense_Mutationnovelc.628N>Ap.Glu210Lysp.E210KA7XYQ1protein_codingdeleterious(0.01)possibly_damaging(0.84)TCGA-C5-A1MN-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
SOBPSNVMissense_Mutationnovelc.2548N>Tp.Leu850Phep.L850FA7XYQ1protein_codingdeleterious(0.03)probably_damaging(0.976)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<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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