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: SORBS3

Gene summary for SORBS3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SORBS3

Gene ID

10174

Gene namesorbin and SH3 domain containing 3
Gene AliasSCAM-1
Cytomap8p21.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

O60504


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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
10174SORBS3HTA11_347_2000001011HumanColorectumAD8.23e-052.45e-01-0.1954
10174SORBS3HTA11_3361_2000001011HumanColorectumAD2.30e-032.45e-01-0.1207
10174SORBS3HTA11_866_2000001011HumanColorectumAD2.37e-073.13e-01-0.1001
10174SORBS3HTA11_2992_2000001011HumanColorectumSER6.06e-054.11e-01-0.1706
10174SORBS3HTA11_7696_3000711011HumanColorectumAD2.45e-063.22e-010.0674
10174SORBS3HTA11_6818_2000001011HumanColorectumAD7.84e-033.94e-010.0112
10174SORBS3HTA11_6818_2000001021HumanColorectumAD9.09e-084.14e-010.0588
10174SORBS3HTA11_99999973899_84307HumanColorectumMSS2.46e-032.66e-010.2585
10174SORBS3LZE4THumanEsophagusESCC1.51e-122.64e-010.0811
10174SORBS3LZE8THumanEsophagusESCC6.54e-043.11e-020.067
10174SORBS3LZE24THumanEsophagusESCC3.67e-237.82e-010.0596
10174SORBS3LZE21THumanEsophagusESCC8.10e-042.62e-010.0655
10174SORBS3P1T-EHumanEsophagusESCC6.70e-055.31e-010.0875
10174SORBS3P2T-EHumanEsophagusESCC1.17e-841.31e+000.1177
10174SORBS3P4T-EHumanEsophagusESCC5.34e-451.12e+000.1323
10174SORBS3P5T-EHumanEsophagusESCC8.21e-164.10e-010.1327
10174SORBS3P8T-EHumanEsophagusESCC7.17e-569.84e-010.0889
10174SORBS3P9T-EHumanEsophagusESCC5.62e-185.91e-010.1131
10174SORBS3P10T-EHumanEsophagusESCC2.62e-701.20e+000.116
10174SORBS3P11T-EHumanEsophagusESCC2.01e-177.12e-010.1426
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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
GO:0007015ColorectumADactin filament organization167/3918442/187231.65e-167.94e-14167
GO:1902903ColorectumADregulation of supramolecular fiber organization139/3918383/187232.01e-123.19e-10139
GO:0032970ColorectumADregulation of actin filament-based process142/3918397/187234.05e-125.90e-10142
GO:0110053ColorectumADregulation of actin filament organization108/3918278/187235.02e-126.98e-10108
GO:1902905ColorectumADpositive regulation of supramolecular fiber organization85/3918209/187235.95e-116.33e-0985
GO:0032956ColorectumADregulation of actin cytoskeleton organization127/3918358/187231.03e-101.04e-08127
GO:0051495ColorectumADpositive regulation of cytoskeleton organization89/3918226/187231.61e-101.56e-0889
GO:0031589ColorectumADcell-substrate adhesion116/3918363/187234.68e-071.76e-05116
GO:0061572ColorectumADactin filament bundle organization60/3918161/187231.33e-064.23e-0560
GO:0051017ColorectumADactin filament bundle assembly58/3918157/187232.74e-067.89e-0558
GO:0031032ColorectumADactomyosin structure organization65/3918196/187234.17e-057.37e-0465
GO:0030038ColorectumADcontractile actin filament bundle assembly39/3918106/187231.22e-041.78e-0339
GO:0043149ColorectumADstress fiber assembly39/3918106/187231.22e-041.78e-0339
GO:0032231ColorectumADregulation of actin filament bundle assembly37/3918105/187234.82e-045.27e-0337
GO:0110020ColorectumADregulation of actomyosin structure organization35/3918100/187237.78e-047.78e-0335
GO:0051492ColorectumADregulation of stress fiber assembly32/391891/187231.17e-031.05e-0232
GO:0032233ColorectumADpositive regulation of actin filament bundle assembly23/391863/187233.18e-032.35e-0223
GO:00070151ColorectumSERactin filament organization134/2897442/187231.39e-155.70e-13134
GO:01100531ColorectumSERregulation of actin filament organization91/2897278/187234.33e-131.40e-1091
GO:19029031ColorectumSERregulation of supramolecular fiber organization114/2897383/187237.32e-131.95e-10114
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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
SORBS3SNVMissense_Mutationc.1640C>Tp.Ser547Leup.S547LO60504protein_codingtolerated(0.79)benign(0.003)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SORBS3SNVMissense_Mutationc.572C>Ap.Thr191Lysp.T191KO60504protein_codingtolerated(0.35)benign(0)TCGA-BH-A0C0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
SORBS3SNVMissense_Mutationnovelc.689N>Ap.Arg230Glnp.R230QO60504protein_codingtolerated(0.45)benign(0.001)TCGA-LD-A74U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapytaxotereSD
SORBS3deletionFrame_Shift_Delnovelc.1333delNp.Ile446SerfsTer38p.I446Sfs*38O60504protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SORBS3SNVMissense_Mutationc.554N>Gp.His185Argp.H185RO60504protein_codingtolerated(0.54)benign(0)TCGA-EK-A2PM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SORBS3SNVMissense_Mutationnovelc.103G>Tp.Val35Leup.V35LO60504protein_codingdeleterious(0.01)benign(0.034)TCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SORBS3SNVMissense_Mutationnovelc.1903N>Cp.Glu635Glnp.E635QO60504protein_codingdeleterious(0.04)benign(0.342)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SORBS3SNVMissense_Mutationrs375539049c.161C>Tp.Ala54Valp.A54VO60504protein_codingtolerated(0.06)probably_damaging(0.991)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SORBS3SNVMissense_Mutationrs775458853c.1484G>Ap.Arg495Hisp.R495HO60504protein_codingdeleterious(0)possibly_damaging(0.771)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SORBS3SNVMissense_Mutationnovelc.865N>Ap.Asp289Asnp.D289NO60504protein_codingtolerated(0.05)probably_damaging(0.994)TCGA-AZ-4315-01Colorectumcolon 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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