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: SPRR1A

Gene summary for SPRR1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPRR1A

Gene ID

6698

Gene namesmall proline rich protein 1A
Gene AliasSPRK
Cytomap1q21.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

P35321


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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
6698SPRR1ALZE20THumanEsophagusESCC4.98e-022.48e-010.0662
6698SPRR1ALZE22THumanEsophagusESCC1.57e-022.20e-010.068
6698SPRR1ALZE21THumanEsophagusESCC1.16e-057.89e-010.0655
6698SPRR1AP1T-EHumanEsophagusESCC1.09e-047.21e-010.0875
6698SPRR1AP4T-EHumanEsophagusESCC2.90e-033.55e-010.1323
6698SPRR1AP9T-EHumanEsophagusESCC1.45e-043.59e-010.1131
6698SPRR1AP20T-EHumanEsophagusESCC2.18e-033.77e-010.1124
6698SPRR1AP23T-EHumanEsophagusESCC2.12e-161.13e+000.108
6698SPRR1AP28T-EHumanEsophagusESCC9.35e-101.16e+000.1149
6698SPRR1AP42T-EHumanEsophagusESCC2.20e-076.71e-010.1175
6698SPRR1AP47T-EHumanEsophagusESCC1.66e-021.79e-010.1067
6698SPRR1AP84T-EHumanEsophagusESCC1.67e-051.80e+000.0933
6698SPRR1AP107T-EHumanEsophagusESCC2.08e-096.09e-010.171
6698SPRR1AP127T-EHumanEsophagusESCC4.60e-167.00e-010.0826
6698SPRR1AP128T-EHumanEsophagusESCC2.28e-281.65e+000.1241
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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: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
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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
SPRR1AinsertionNonsense_Mutationnovelc.108_109insGTCTGGGTGGAGTGAAGGGAAAAAGTGATCCCAGAAGAAGGATTp.Thr37ValfsTer5p.T37Vfs*5P35321protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
SPRR1ASNVMissense_Mutationnovelc.128N>Ap.Pro43Hisp.P43HP35321protein_codingdeleterious(0)probably_damaging(0.979)TCGA-VS-A9UU-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SPRR1ASNVMissense_Mutationc.206N>Cp.Val69Alap.V69AP35321protein_codingtolerated(0.16)benign(0.145)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SPRR1ASNVMissense_Mutationnovelc.8N>Ap.Ser3Tyrp.S3YP35321protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SPRR1ASNVMissense_Mutationnovelc.244N>Tp.Ala82Serp.A82SP35321protein_codingtolerated(0.26)possibly_damaging(0.629)TCGA-AX-A1C7-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapytopotecanSD
SPRR1ASNVMissense_Mutationnovelc.66N>Tp.Lys22Asnp.K22NP35321protein_codingdeleterious(0.02)probably_damaging(0.939)TCGA-BC-A69I-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownSD
SPRR1ASNVMissense_Mutationc.158N>Cp.Val53Alap.V53AP35321protein_codingtolerated(0.28)benign(0.031)TCGA-UB-A7MB-01Liverliver hepatocellular carcinomaMale<65I/IITargeted Molecular therapysorafenibPD
SPRR1ASNVMissense_Mutationrs199524880c.190C>Ap.Pro64Thrp.P64TP35321protein_codingdeleterious(0.03)possibly_damaging(0.545)TCGA-05-4410-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
SPRR1ASNVMissense_Mutationrs527509026c.249G>Cp.Gln83Hisp.Q83HP35321protein_codingdeleterious(0.03)benign(0.332)TCGA-49-AAR3-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownPD
SPRR1ASNVMissense_Mutationnovelc.41N>Ap.Pro14Hisp.P14HP35321protein_codingdeleterious(0.02)probably_damaging(0.927)TCGA-55-7281-01Lunglung adenocarcinomaFemale>=65I/IIChemotherapycarboplatinPD
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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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