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: SPTBN2

Gene summary for SPTBN2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPTBN2

Gene ID

6712

Gene namespectrin beta, non-erythrocytic 2
Gene AliasGTRAP41
Cytomap11q13.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

O15020


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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
6712SPTBN2LZE2THumanEsophagusESCC2.09e-033.46e-010.082
6712SPTBN2LZE20THumanEsophagusESCC1.17e-041.81e-010.0662
6712SPTBN2LZE24THumanEsophagusESCC5.93e-051.41e-010.0596
6712SPTBN2P2T-EHumanEsophagusESCC1.41e-079.96e-020.1177
6712SPTBN2P4T-EHumanEsophagusESCC7.68e-051.47e-010.1323
6712SPTBN2P5T-EHumanEsophagusESCC8.28e-087.07e-020.1327
6712SPTBN2P8T-EHumanEsophagusESCC9.49e-234.37e-010.0889
6712SPTBN2P10T-EHumanEsophagusESCC1.69e-034.64e-020.116
6712SPTBN2P12T-EHumanEsophagusESCC1.71e-051.23e-010.1122
6712SPTBN2P15T-EHumanEsophagusESCC2.74e-082.03e-010.1149
6712SPTBN2P16T-EHumanEsophagusESCC2.65e-026.05e-020.1153
6712SPTBN2P20T-EHumanEsophagusESCC2.38e-059.18e-020.1124
6712SPTBN2P21T-EHumanEsophagusESCC3.89e-071.20e-010.1617
6712SPTBN2P22T-EHumanEsophagusESCC4.41e-046.02e-020.1236
6712SPTBN2P26T-EHumanEsophagusESCC4.08e-045.28e-020.1276
6712SPTBN2P27T-EHumanEsophagusESCC5.56e-033.79e-020.1055
6712SPTBN2P28T-EHumanEsophagusESCC1.19e-122.40e-010.1149
6712SPTBN2P30T-EHumanEsophagusESCC2.96e-123.27e-010.137
6712SPTBN2P31T-EHumanEsophagusESCC1.86e-122.02e-010.1251
6712SPTBN2P36T-EHumanEsophagusESCC3.94e-072.21e-010.1187
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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
∗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:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
GO:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:003298416EsophagusESCCprotein-containing complex disassembly151/8552224/187233.45e-111.15e-09151
GO:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
GO:0010639110EsophagusESCCnegative regulation of organelle organization215/8552348/187238.20e-102.01e-08215
GO:0051258111EsophagusESCCprotein polymerization183/8552297/187231.94e-083.75e-07183
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:003253520EsophagusESCCregulation of cellular component size227/8552383/187234.77e-088.60e-07227
GO:0032970111EsophagusESCCregulation of actin filament-based process231/8552397/187232.91e-074.20e-06231
GO:0032956111EsophagusESCCregulation of actin cytoskeleton organization210/8552358/187234.40e-076.00e-06210
GO:0032271111EsophagusESCCregulation of protein polymerization143/8552233/187239.21e-071.17e-05143
GO:011005327EsophagusESCCregulation of actin filament organization166/8552278/187231.54e-061.85e-05166
GO:000815420EsophagusESCCactin polymerization or depolymerization130/8552218/187232.19e-051.88e-04130
GO:0030041110EsophagusESCCactin filament polymerization114/8552191/187236.46e-054.92e-04114
GO:000806419EsophagusESCCregulation of actin polymerization or depolymerization112/8552188/187238.31e-056.06e-04112
GO:003083218EsophagusESCCregulation of actin filament length112/8552189/187231.13e-047.85e-04112
GO:003083320EsophagusESCCregulation of actin filament polymerization103/8552172/187231.19e-048.15e-04103
GO:0031333110EsophagusESCCnegative regulation of protein-containing complex assembly86/8552141/187231.74e-041.14e-0386
GO:00432446EsophagusESCCregulation of protein-containing complex disassembly75/8552121/187232.17e-041.36e-0375
GO:003432918EsophagusESCCcell junction assembly227/8552420/187233.06e-041.83e-03227
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05022210EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa0501728EsophagusESCCSpinocerebellar ataxia94/4205143/84656.77e-052.90e-041.48e-0494
hsa0502238EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa0501736EsophagusESCCSpinocerebellar ataxia94/4205143/84656.77e-052.90e-041.48e-0494
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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
SPTBN2SNVMissense_Mutationnovelc.3797N>Ap.Ala1266Glup.A1266EO15020protein_codingtolerated(0.45)possibly_damaging(0.506)TCGA-A2-A4S2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinCR
SPTBN2SNVMissense_Mutationnovelc.6376A>Cp.Thr2126Prop.T2126PO15020protein_codingtolerated(0.27)benign(0.007)TCGA-A7-A26G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
SPTBN2SNVMissense_Mutationc.6588N>Cp.Gln2196Hisp.Q2196HO15020protein_codingtolerated(0.12)benign(0.37)TCGA-A8-A085-01Breastbreast invasive carcinomaMale<65I/IIHormone TherapytamoxiphenSD
SPTBN2SNVMissense_Mutationnovelc.769N>Ap.Glu257Lysp.E257KO15020protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SPTBN2SNVMissense_Mutationrs754630453c.4525N>Gp.Pro1509Alap.P1509AO15020protein_codingtolerated(0.11)possibly_damaging(0.768)TCGA-AO-A0J8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SPTBN2SNVMissense_Mutationrs757828246c.6592N>Gp.Arg2198Glyp.R2198GO15020protein_codingtolerated(0.19)benign(0.017)TCGA-AO-A1KO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapypaclitaxelSD
SPTBN2SNVMissense_Mutationrs754011198c.5926N>Gp.Arg1976Glyp.R1976GO15020protein_codingdeleterious(0.03)benign(0.368)TCGA-AO-A1KT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyfluorouracilSD
SPTBN2SNVMissense_Mutationrs147422843c.1336N>Tp.Arg446Cysp.R446CO15020protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AR-A24H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SPTBN2SNVMissense_Mutationrs763501939c.4784G>Ap.Arg1595Hisp.R1595HO15020protein_codingdeleterious(0.05)benign(0.013)TCGA-AR-A24K-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelSD
SPTBN2SNVMissense_Mutationnovelc.5954N>Tp.Ser1985Leup.S1985LO15020protein_codingdeleterious(0.02)benign(0.098)TCGA-B6-A0RE-01Breastbreast invasive 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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