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: SH3PXD2A

Gene summary for SH3PXD2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SH3PXD2A

Gene ID

9644

Gene nameSH3 and PX domains 2A
Gene AliasFISH
Cytomap10q24.33
Gene Typeprotein-coding
GO ID

GO:0000768

UniProtAcc

B3KPL1


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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
9644SH3PXD2ACA_HPV_1HumanCervixCC2.04e-05-1.99e-010.0264
9644SH3PXD2ACCI_1HumanCervixCC3.03e-141.36e+000.528
9644SH3PXD2ACCI_2HumanCervixCC3.39e-101.28e+000.5249
9644SH3PXD2ACCI_3HumanCervixCC7.10e-109.56e-010.516
9644SH3PXD2Asample3HumanCervixCC2.08e-083.13e-010.1387
9644SH3PXD2AT3HumanCervixCC5.62e-072.81e-010.1389
9644SH3PXD2AHTA11_1938_2000001011HumanColorectumAD8.79e-054.95e-01-0.0811
9644SH3PXD2AHTA11_78_2000001011HumanColorectumAD1.10e-025.30e-01-0.1088
9644SH3PXD2AHTA11_347_2000001011HumanColorectumAD1.36e-126.71e-01-0.1954
9644SH3PXD2AHTA11_411_2000001011HumanColorectumSER6.82e-031.33e+00-0.2602
9644SH3PXD2AHTA11_2112_2000001011HumanColorectumSER2.20e-031.21e+00-0.2196
9644SH3PXD2AHTA11_3361_2000001011HumanColorectumAD3.28e-057.01e-01-0.1207
9644SH3PXD2AHTA11_696_2000001011HumanColorectumAD9.82e-189.01e-01-0.1464
9644SH3PXD2AHTA11_866_2000001011HumanColorectumAD2.10e-107.83e-01-0.1001
9644SH3PXD2AHTA11_1391_2000001011HumanColorectumAD4.00e-077.37e-01-0.059
9644SH3PXD2AHTA11_6818_2000001011HumanColorectumAD1.28e-057.44e-010.0112
9644SH3PXD2AHTA11_6818_2000001021HumanColorectumAD3.86e-024.52e-010.0588
9644SH3PXD2AF007HumanColorectumFAP2.29e-022.63e-010.1176
9644SH3PXD2AA002-C-010HumanColorectumFAP7.30e-113.22e-010.242
9644SH3PXD2AA001-C-207HumanColorectumFAP3.00e-115.13e-010.1278
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:003009910CervixCCmyeloid cell differentiation83/2311381/187231.31e-076.42e-0683
GO:00025738CervixCCmyeloid leukocyte differentiation47/2311208/187232.48e-054.27e-0447
GO:00017018CervixCCin utero embryonic development71/2311367/187237.21e-051.00e-0371
GO:00725939CervixCCreactive oxygen species metabolic process47/2311239/187237.74e-046.87e-0347
GO:0000768CervixCCsyncytium formation by plasma membrane fusion15/231155/187232.14e-031.54e-0215
GO:0140253CervixCCcell-cell fusion15/231155/187232.14e-031.54e-0215
GO:00069491CervixCCsyncytium formation15/231157/187233.13e-032.05e-0215
GO:0006801CervixCCsuperoxide metabolic process17/231174/187237.73e-034.10e-0217
GO:0030316CervixCCosteoclast differentiation20/231194/187239.92e-034.86e-0220
GO:0030099ColorectumADmyeloid cell differentiation119/3918381/187231.24e-064.01e-05119
GO:0001701ColorectumADin utero embryonic development110/3918367/187232.36e-054.62e-04110
GO:0072593ColorectumADreactive oxygen species metabolic process73/3918239/187232.79e-043.42e-0373
GO:0002573ColorectumADmyeloid leukocyte differentiation60/3918208/187234.03e-032.81e-0260
GO:00725931ColorectumSERreactive oxygen species metabolic process61/2897239/187233.63e-059.39e-0461
GO:00300991ColorectumSERmyeloid cell differentiation80/2897381/187232.28e-032.18e-0280
GO:00017011ColorectumSERin utero embryonic development77/2897367/187232.77e-032.48e-0277
GO:00017013ColorectumFAPin utero embryonic development81/2622367/187231.58e-054.10e-0481
GO:00300994ColorectumFAPmyeloid cell differentiation81/2622381/187236.33e-051.22e-0381
GO:00300995ColorectumCRCmyeloid cell differentiation66/2078381/187231.59e-042.87e-0366
GO:00025733ColorectumCRCmyeloid leukocyte differentiation36/2078208/187234.57e-033.57e-0236
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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
SH3PXD2ASNVMissense_Mutationnovelc.2608G>Ap.Glu870Lysp.E870KQ5TCZ1protein_codingtolerated(0.57)benign(0.048)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
SH3PXD2ASNVMissense_Mutationnovelc.739N>Ap.Gln247Lysp.Q247KQ5TCZ1protein_codingtolerated(0.12)probably_damaging(0.946)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
SH3PXD2ASNVMissense_Mutationc.1133C>Gp.Ser378Cysp.S378CQ5TCZ1protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AC-A2B8-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapychemoPD
SH3PXD2ASNVMissense_Mutationrs553552960c.1090G>Ap.Val364Metp.V364MQ5TCZ1protein_codingtolerated(0.28)benign(0.005)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SH3PXD2ASNVMissense_Mutationc.1996N>Gp.Ile666Valp.I666VQ5TCZ1protein_codingtolerated_low_confidence(0.43)benign(0)TCGA-BH-A0BT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
SH3PXD2ASNVMissense_Mutationc.778N>Cp.Glu260Glnp.E260QQ5TCZ1protein_codingdeleterious(0)possibly_damaging(0.844)TCGA-C8-A12T-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SH3PXD2ASNVMissense_Mutationnovelc.1665N>Cp.Glu555Aspp.E555DQ5TCZ1protein_codingtolerated_low_confidence(0.49)benign(0)TCGA-C8-A8HP-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
SH3PXD2ASNVMissense_Mutationc.2421N>Cp.Lys807Asnp.K807NQ5TCZ1protein_codingtolerated(0.13)benign(0.003)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
SH3PXD2ASNVMissense_Mutationrs369836291c.2981G>Ap.Arg994Hisp.R994HQ5TCZ1protein_codingtolerated(0.08)possibly_damaging(0.674)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SH3PXD2AinsertionFrame_Shift_Insnovelc.2162_2163insCCAGCCAGGGTp.Pro722GlnfsTer17p.P722Qfs*17Q5TCZ1protein_codingTCGA-AN-A0FS-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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