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: SPRR2A

Gene summary for SPRR2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPRR2A

Gene ID

6700

Gene namesmall proline rich protein 2A
Gene AliasSPRR2A
Cytomap1q21.3
Gene Typeprotein-coding
GO ID

GO:0007275

UniProtAcc

P35326


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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
6700SPRR2ALZE22THumanEsophagusESCC1.25e-021.10e+000.068
6700SPRR2AP1T-EHumanEsophagusESCC5.70e-104.25e+000.0875
6700SPRR2AP4T-EHumanEsophagusESCC1.51e-047.20e-010.1323
6700SPRR2AP20T-EHumanEsophagusESCC1.85e-072.02e+000.1124
6700SPRR2AP23T-EHumanEsophagusESCC1.18e-314.09e+000.108
6700SPRR2AP39T-EHumanEsophagusESCC4.34e-272.72e+000.0894
6700SPRR2AP42T-EHumanEsophagusESCC5.06e-232.28e+000.1175
6700SPRR2AP47T-EHumanEsophagusESCC1.46e-081.41e+000.1067
6700SPRR2AP54T-EHumanEsophagusESCC6.61e-037.90e-010.0975
6700SPRR2AP74T-EHumanEsophagusESCC1.21e-048.21e-010.1479
6700SPRR2AP84T-EHumanEsophagusESCC5.36e-072.22e+000.0933
6700SPRR2AP126T-EHumanEsophagusESCC4.86e-021.72e+000.1125
6700SPRR2AP127T-EHumanEsophagusESCC7.47e-312.93e+000.0826
6700SPRR2AP128T-EHumanEsophagusESCC2.71e-161.90e+000.1241
6700SPRR2AC57HumanOral cavityOSCC9.13e-915.25e+000.1679
6700SPRR2AC08HumanOral cavityOSCC2.88e-051.85e+000.1919
6700SPRR2ALP15HumanOral cavityLP3.15e-041.59e+000.2174
6700SPRR2AEOLP-1HumanOral cavityEOLP4.14e-10-4.80e-01-0.0202
6700SPRR2AEOLP-2HumanOral cavityEOLP1.98e-08-4.70e-01-0.0203
6700SPRR2ANEOLP-1HumanOral cavityNEOLP1.14e-04-4.15e-01-0.0194
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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
∗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:00435888EsophagusESCCskin development163/8552263/187236.48e-081.14e-06163
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:000991310EsophagusESCCepidermal cell differentiation122/8552202/187231.69e-051.51e-04122
GO:00302167EsophagusESCCkeratinocyte differentiation86/8552139/187238.53e-056.19e-0486
GO:00435887Oral cavityOSCCskin development143/7305263/187232.77e-074.27e-06143
GO:00085449Oral cavityOSCCepidermis development171/7305324/187232.89e-074.43e-06171
GO:00302166Oral cavityOSCCkeratinocyte differentiation81/7305139/187233.16e-063.81e-0581
GO:00099139Oral cavityOSCCepidermal cell differentiation109/7305202/187231.08e-051.14e-04109
GO:000854416Oral cavityLPepidermis development112/4623324/187233.81e-055.61e-04112
GO:004358816Oral cavityLPskin development93/4623263/187236.47e-058.70e-0493
GO:003021613Oral cavityLPkeratinocyte differentiation51/4623139/187231.05e-038.84e-0351
GO:000991315Oral cavityLPepidermal cell differentiation69/4623202/187231.53e-031.19e-0269
GO:000854424Oral cavityEOLPepidermis development64/2218324/187232.48e-053.68e-0464
GO:003021621Oral cavityEOLPkeratinocyte differentiation32/2218139/187231.52e-041.62e-0332
GO:000991323Oral cavityEOLPepidermal cell differentiation39/2218202/187231.38e-039.56e-0339
GO:004358822Oral cavityEOLPskin development48/2218263/187231.49e-031.01e-0248
GO:003021631Oral cavityNEOLPkeratinocyte differentiation32/2005139/187232.16e-053.57e-0432
GO:000854431Oral cavityNEOLPepidermis development57/2005324/187231.13e-041.35e-0357
GO:004358831Oral cavityNEOLPskin development48/2005263/187231.56e-041.77e-0348
GO:000991331Oral cavityNEOLPepidermal cell differentiation38/2005202/187233.92e-043.64e-0338
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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
SPRR2ASNVMissense_Mutationc.103C>Tp.Pro35Serp.P35SP35326protein_codingdeleterious_low_confidence(0)probably_damaging(0.996)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SPRR2ASNVMissense_Mutationc.216N>Tp.Lys72Asnp.K72NP35326protein_codingtolerated_low_confidence(0.54)possibly_damaging(0.772)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SPRR2ASNVMissense_Mutationc.62N>Ap.Pro21Glnp.P21QP35326protein_codingtolerated_low_confidence(0.26)possibly_damaging(0.466)TCGA-D1-A15X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SPRR2ASNVMissense_Mutationc.156G>Tp.Gln52Hisp.Q52HP35326protein_codingdeleterious_low_confidence(0)benign(0.146)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SPRR2ASNVMissense_Mutationrs201645175c.58A>Gp.Thr20Alap.T20AP35326protein_codingtolerated_low_confidence(0.31)benign(0)TCGA-EO-A22T-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SPRR2ASNVMissense_Mutationnovelc.98N>Ap.Pro33Hisp.P33HP35326protein_codingtolerated_low_confidence(0.66)probably_damaging(0.951)TCGA-SJ-A6ZI-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SPRR2ASNVMissense_Mutationnovelc.191N>Tp.Gln64Leup.Q64LP35326protein_codingdeleterious_low_confidence(0)possibly_damaging(0.803)TCGA-DD-AACI-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownPD
SPRR2ASNVMissense_Mutationc.104C>Ap.Pro35Hisp.P35HP35326protein_codingdeleterious_low_confidence(0)probably_damaging(0.998)TCGA-EP-A2KA-01Liverliver hepatocellular carcinomaFemale<65III/IVTargeted Molecular therapysorafenibPD
SPRR2ASNVMissense_Mutationc.97C>Ap.Pro33Thrp.P33TP35326protein_codingtolerated_low_confidence(0.64)possibly_damaging(0.708)TCGA-55-8511-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SPRR2ASNVMissense_Mutationrs759301202c.112N>Tp.Pro38Serp.P38SP35326protein_codingdeleterious_low_confidence(0)possibly_damaging(0.595)TCGA-F1-A448-01Stomachstomach adenocarcinomaMale>=65III/IVChemotherapycapecitabineCR
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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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