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: SH3PXD2B

Gene summary for SH3PXD2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SH3PXD2B

Gene ID

285590

Gene nameSH3 and PX domains 2B
Gene AliasFAD49
Cytomap5q35.1
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

A1X283


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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
285590SH3PXD2BLZE24THumanEsophagusESCC6.10e-044.65e-020.0596
285590SH3PXD2BP1T-EHumanEsophagusESCC4.79e-083.76e-010.0875
285590SH3PXD2BP2T-EHumanEsophagusESCC2.40e-252.47e-010.1177
285590SH3PXD2BP4T-EHumanEsophagusESCC1.89e-071.82e-010.1323
285590SH3PXD2BP5T-EHumanEsophagusESCC3.58e-183.40e-010.1327
285590SH3PXD2BP8T-EHumanEsophagusESCC3.19e-096.51e-020.0889
285590SH3PXD2BP10T-EHumanEsophagusESCC1.15e-161.12e-010.116
285590SH3PXD2BP11T-EHumanEsophagusESCC2.85e-085.16e-010.1426
285590SH3PXD2BP12T-EHumanEsophagusESCC7.34e-131.60e-010.1122
285590SH3PXD2BP15T-EHumanEsophagusESCC2.48e-121.86e-010.1149
285590SH3PXD2BP16T-EHumanEsophagusESCC1.49e-069.41e-030.1153
285590SH3PXD2BP17T-EHumanEsophagusESCC2.81e-031.81e-010.1278
285590SH3PXD2BP19T-EHumanEsophagusESCC1.93e-084.95e-010.1662
285590SH3PXD2BP21T-EHumanEsophagusESCC1.90e-183.10e-010.1617
285590SH3PXD2BP22T-EHumanEsophagusESCC8.99e-163.35e-010.1236
285590SH3PXD2BP23T-EHumanEsophagusESCC2.16e-092.47e-010.108
285590SH3PXD2BP24T-EHumanEsophagusESCC4.55e-141.36e-010.1287
285590SH3PXD2BP26T-EHumanEsophagusESCC1.30e-081.16e-010.1276
285590SH3PXD2BP27T-EHumanEsophagusESCC3.10e-192.18e-010.1055
285590SH3PXD2BP28T-EHumanEsophagusESCC2.10e-152.68e-010.1149
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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
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:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
GO:00301984EsophagusESCCextracellular matrix organization171/8552301/187236.08e-054.67e-04171
GO:00430624EsophagusESCCextracellular structure organization171/8552302/187237.73e-055.76e-04171
GO:00452294EsophagusESCCexternal encapsulating structure organization172/8552304/187237.80e-055.80e-04172
GO:007259318EsophagusESCCreactive oxygen species metabolic process137/8552239/187231.82e-041.16e-03137
GO:00718001EsophagusESCCpodosome assembly15/855218/187231.20e-035.88e-0315
GO:00603485EsophagusESCCbone development115/8552205/187231.67e-037.72e-03115
GO:00226172EsophagusESCCextracellular matrix disassembly39/855263/187236.92e-032.52e-0239
GO:002241119Oral cavityOSCCcellular component disassembly283/7305443/187239.57e-273.37e-24283
GO:007259316Oral cavityOSCCreactive oxygen species metabolic process122/7305239/187239.73e-057.34e-04122
GO:0071800Oral cavityOSCCpodosome assembly15/730518/187231.53e-041.07e-0315
GO:00301983Oral cavityOSCCextracellular matrix organization146/7305301/187234.67e-042.77e-03146
GO:00452293Oral cavityOSCCexternal encapsulating structure organization147/7305304/187235.30e-043.08e-03147
GO:00430623Oral cavityOSCCextracellular structure organization146/7305302/187235.59e-043.23e-03146
GO:00226171Oral cavityOSCCextracellular matrix disassembly37/730563/187231.18e-035.99e-0337
GO:00603484Oral cavityOSCCbone development99/7305205/187234.13e-031.68e-0299
GO:002241121Oral cavityEOLPcellular component disassembly94/2218443/187231.00e-084.89e-0794
GO:007259323Oral cavityEOLPreactive oxygen species metabolic process48/2218239/187231.62e-041.70e-0348
GO:00016542Oral cavityEOLPeye development62/2218371/187233.18e-031.85e-0262
GO:003019811Oral cavityEOLPextracellular matrix organization52/2218301/187233.29e-031.90e-0252
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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
SH3PXD2BSNVMissense_Mutationc.960N>Cp.Gln320Hisp.Q320HA1X283protein_codingtolerated(0.06)possibly_damaging(0.497)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
SH3PXD2BSNVMissense_Mutationnovelc.1411C>Tp.Pro471Serp.P471SA1X283protein_codingdeleterious(0.01)benign(0.062)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
SH3PXD2BSNVMissense_Mutationc.1045N>Tp.Arg349Cysp.R349CA1X283protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SH3PXD2BSNVMissense_Mutationc.1464G>Tp.Trp488Cysp.W488CA1X283protein_codingdeleterious(0.05)possibly_damaging(0.662)TCGA-AN-A0XS-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SH3PXD2BSNVMissense_Mutationc.1680N>Gp.Ile560Metp.I560MA1X283protein_codingdeleterious(0.05)benign(0.024)TCGA-B6-A0RH-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SH3PXD2BSNVMissense_Mutationc.364T>Cp.Phe122Leup.F122LA1X283protein_codingdeleterious(0.01)probably_damaging(1)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
SH3PXD2BinsertionIn_Frame_Insnovelc.1642_1643insCAACCTCCGp.Gln548delinsProThrSerGlup.Q548delinsPTSEA1X283protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SH3PXD2BSNVMissense_Mutationrs141428218c.854C>Tp.Pro285Leup.P285LA1X283protein_codingtolerated(0.13)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SH3PXD2BSNVMissense_Mutationrs771397027c.976N>Cp.Glu326Glnp.E326QA1X283protein_codingtolerated(0.17)benign(0.015)TCGA-DG-A2KL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
SH3PXD2BSNVMissense_Mutationc.1564N>Gp.Leu522Valp.L522VA1X283protein_codingdeleterious(0.01)possibly_damaging(0.523)TCGA-EK-A2PM-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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