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: SNTB1

Gene summary for SNTB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNTB1

Gene ID

6641

Gene namesyntrophin beta 1
Gene Alias59-DAP
Cytomap8q24.12
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q13884


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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
6641SNTB1HTA11_2487_2000001011HumanColorectumSER6.55e-06-4.53e-01-0.1808
6641SNTB1HTA11_347_2000001011HumanColorectumAD2.28e-10-4.15e-01-0.1954
6641SNTB1HTA11_3361_2000001011HumanColorectumAD2.42e-05-4.84e-01-0.1207
6641SNTB1HTA11_83_2000001011HumanColorectumSER4.14e-02-4.15e-01-0.1526
6641SNTB1HTA11_5212_2000001011HumanColorectumAD4.26e-02-5.07e-01-0.2061
6641SNTB1HTA11_7696_3000711011HumanColorectumAD1.20e-03-2.65e-010.0674
6641SNTB1HTA11_99999970781_79442HumanColorectumMSS3.41e-055.34e-010.294
6641SNTB1HTA11_99999965062_69753HumanColorectumMSI-H1.53e-041.30e+000.3487
6641SNTB1HTA11_99999965104_69814HumanColorectumMSS1.08e-027.03e-010.281
6641SNTB1HTA11_99999971662_82457HumanColorectumMSS5.55e-281.42e+000.3859
6641SNTB1HTA11_99999974143_84620HumanColorectumMSS4.46e-033.34e-010.3005
6641SNTB1A001-C-207HumanColorectumFAP2.06e-076.24e-010.1278
6641SNTB1A015-C-203HumanColorectumFAP7.61e-092.89e-03-0.1294
6641SNTB1A002-C-201HumanColorectumFAP3.47e-083.65e-010.0324
6641SNTB1A002-C-203HumanColorectumFAP6.10e-065.16e-010.2786
6641SNTB1A001-C-108HumanColorectumFAP1.03e-125.02e-01-0.0272
6641SNTB1A002-C-021HumanColorectumFAP4.39e-045.11e-010.1171
6641SNTB1A002-C-205HumanColorectumFAP2.64e-091.53e-01-0.1236
6641SNTB1A001-C-104HumanColorectumFAP4.30e-116.28e-010.0184
6641SNTB1A015-C-006HumanColorectumFAP1.15e-06-8.63e-02-0.0994
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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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:0003012ColorectumSERmuscle system process92/2897452/187232.98e-032.63e-0292
GO:00030121ColorectumMSSmuscle system process105/3467452/187236.39e-034.26e-02105
GO:00030122ColorectumFAPmuscle system process89/2622452/187234.63e-045.39e-0389
GO:00030123ColorectumCRCmuscle system process74/2078452/187233.92e-045.80e-0374
GO:00030124LungIACmuscle system process71/2061452/187231.29e-031.45e-0271
GO:000301211LungAISmuscle system process63/1849452/187233.18e-033.05e-0263
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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
SNTB1SNVMissense_Mutationnovelc.328N>Cp.Lys110Glnp.K110QQ13884protein_codingtolerated(0.07)probably_damaging(0.969)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SNTB1SNVMissense_Mutationrs199549031c.1199N>Tp.Thr400Metp.T400MQ13884protein_codingdeleterious(0.02)possibly_damaging(0.904)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SNTB1SNVMissense_Mutationrs746819066c.355N>Cp.Glu119Glnp.E119QQ13884protein_codingdeleterious(0.01)possibly_damaging(0.838)TCGA-BH-A0DL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
SNTB1SNVMissense_Mutationc.919G>Ap.Glu307Lysp.E307KQ13884protein_codingdeleterious(0)possibly_damaging(0.566)TCGA-C8-A1HE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SNTB1SNVMissense_Mutationc.884N>Gp.Ser295Cysp.S295CQ13884protein_codingdeleterious(0.01)possibly_damaging(0.687)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SNTB1SNVMissense_Mutationrs772200241c.775G>Ap.Asp259Asnp.D259NQ13884protein_codingdeleterious(0)possibly_damaging(0.889)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SNTB1SNVMissense_Mutationc.1589N>Gp.Lys530Argp.K530RQ13884protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SNTB1SNVMissense_Mutationc.1610T>Cp.Val537Alap.V537AQ13884protein_codingdeleterious(0)benign(0.269)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SNTB1SNVMissense_Mutationrs754847025c.133G>Ap.Ala45Thrp.A45TQ13884protein_codingtolerated(0.84)benign(0.025)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SNTB1SNVMissense_Mutationrs749144227c.1439A>Cp.Gln480Prop.Q480PQ13884protein_codingdeleterious(0.03)possibly_damaging(0.514)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
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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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