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: SDPR

Gene summary for SDPR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SDPR

Gene ID

8436

Gene namecaveolae associated protein 2
Gene AliasPS-p68
Cytomap2q32.3
Gene Typeprotein-coding
GO ID

GO:0007009

UniProtAcc

O95810


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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
8436SDPRP1T-EHumanEsophagusESCC3.50e-032.02e-010.0875
8436SDPRP4T-EHumanEsophagusESCC1.65e-249.21e-010.1323
8436SDPRP8T-EHumanEsophagusESCC1.15e-185.89e-010.0889
8436SDPRP9T-EHumanEsophagusESCC5.85e-134.82e-010.1131
8436SDPRP10T-EHumanEsophagusESCC1.14e-065.66e-020.116
8436SDPRP12T-EHumanEsophagusESCC8.38e-061.25e-020.1122
8436SDPRP15T-EHumanEsophagusESCC9.02e-236.42e-010.1149
8436SDPRP23T-EHumanEsophagusESCC2.79e-116.23e-010.108
8436SDPRP26T-EHumanEsophagusESCC1.92e-146.82e-010.1276
8436SDPRP27T-EHumanEsophagusESCC1.51e-236.51e-010.1055
8436SDPRP28T-EHumanEsophagusESCC2.60e-114.39e-010.1149
8436SDPRP30T-EHumanEsophagusESCC1.91e-261.21e+000.137
8436SDPRP39T-EHumanEsophagusESCC2.23e-187.38e-010.0894
8436SDPRP42T-EHumanEsophagusESCC9.31e-052.37e-010.1175
8436SDPRP48T-EHumanEsophagusESCC1.05e-246.46e-010.0959
8436SDPRP52T-EHumanEsophagusESCC7.45e-035.08e-010.1555
8436SDPRP54T-EHumanEsophagusESCC1.20e-104.92e-010.0975
8436SDPRP61T-EHumanEsophagusESCC1.18e-052.66e-010.099
8436SDPRP62T-EHumanEsophagusESCC5.68e-114.42e-010.1302
8436SDPRP65T-EHumanEsophagusESCC3.11e-052.68e-010.0978
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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
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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
SDPRSNVMissense_Mutationnovelc.729N>Tp.Lys243Asnp.K243NO95810protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SDPRSNVMissense_Mutationnovelc.552N>Tp.Glu184Aspp.E184DO95810protein_codingtolerated(0.15)benign(0.066)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SDPRSNVMissense_Mutationc.238N>Ap.Glu80Lysp.E80KO95810protein_codingdeleterious(0)probably_damaging(0.979)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SDPRSNVMissense_Mutationnovelc.49N>Cp.Asp17Hisp.D17HO95810protein_codingtolerated_low_confidence(0.17)benign(0.001)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SDPRSNVMissense_Mutationnovelc.641N>Ap.Ala214Aspp.A214DO95810protein_codingtolerated(0.66)benign(0.011)TCGA-E9-A1QZ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SDPRSNVMissense_Mutationnovelc.380C>Tp.Ala127Valp.A127VO95810protein_codingtolerated(0.18)benign(0.301)TCGA-E9-A2JS-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamidePD
SDPRinsertionFrame_Shift_Insnovelc.720_721insGGGCAp.Ser241GlyfsTer17p.S241Gfs*17O95810protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SDPRinsertionFrame_Shift_Insnovelc.719_720insGGCTGCTGAGAAGGCGACCTCCAGGGGGAGTCTGTGCTp.Asp240GlufsTer29p.D240Efs*29O95810protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SDPRinsertionNonsense_Mutationnovelc.44_45insAGTTCTTTTCTAGCAAATGCACTAGAAAAAGAGAp.Ser16ValfsTer4p.S16Vfs*4O95810protein_codingTCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
SDPRinsertionIn_Frame_Insnovelc.42_43insTGTp.Pro14_Gly15insCysp.P14_G15insCO95810protein_codingTCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
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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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