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: PROSER2

Gene summary for PROSER2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PROSER2

Gene ID

254427

Gene nameproline and serine rich 2
Gene AliasC10orf47
Cytomap10p14
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q86WR7


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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
254427PROSER2C04HumanOral cavityOSCC1.29e-033.15e-010.2633
254427PROSER2C21HumanOral cavityOSCC6.10e-041.93e-010.2678
254427PROSER2C30HumanOral cavityOSCC7.55e-187.97e-010.3055
254427PROSER2C43HumanOral cavityOSCC3.07e-031.35e-010.1704
254427PROSER2C46HumanOral cavityOSCC9.26e-082.36e-010.1673
254427PROSER2C57HumanOral cavityOSCC7.22e-154.40e-010.1679
254427PROSER2C06HumanOral cavityOSCC3.15e-058.52e-010.2699
254427PROSER2C08HumanOral cavityOSCC2.80e-041.21e-010.1919
254427PROSER2LN46HumanOral cavityOSCC1.93e-104.69e-010.1666
254427PROSER2SYSMH1HumanOral cavityOSCC4.68e-031.69e-010.1127
254427PROSER2SYSMH2HumanOral cavityOSCC3.53e-052.60e-010.2326
254427PROSER2SYSMH3HumanOral cavityOSCC1.77e-174.65e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
PROSER2SNVMissense_Mutationnovelc.367N>Tp.Leu123Phep.L123FQ86WR7protein_codingtolerated(0.44)possibly_damaging(0.838)TCGA-AN-A0FZ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
PROSER2insertionFrame_Shift_Insnovelc.368_369insATGGAAAAACAAGTGTGTTGGAp.Pro124TrpfsTer29p.P124Wfs*29Q86WR7protein_codingTCGA-AN-A0FZ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
PROSER2deletionFrame_Shift_Delc.265_269delNNNNNp.Cys90ProfsTer14p.C90Pfs*14Q86WR7protein_codingTCGA-E2-A150-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PROSER2SNVMissense_Mutationnovelc.125N>Ap.Arg42Lysp.R42KQ86WR7protein_codingtolerated(0.09)probably_damaging(0.986)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
PROSER2SNVMissense_Mutationrs150713045c.442N>Tp.Pro148Serp.P148SQ86WR7protein_codingtolerated(0.27)benign(0.005)TCGA-VS-A9UP-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
PROSER2SNVMissense_Mutationc.344N>Ap.Pro115Hisp.P115HQ86WR7protein_codingdeleterious(0)probably_damaging(0.981)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PROSER2SNVMissense_Mutationrs145971555c.88N>Ap.Gly30Serp.G30SQ86WR7protein_codingtolerated(0.08)possibly_damaging(0.472)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PROSER2SNVMissense_Mutationc.788N>Tp.Ala263Valp.A263VQ86WR7protein_codingtolerated(0.13)benign(0.373)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PROSER2SNVMissense_Mutationrs775619900c.118N>Tp.Arg40Cysp.R40CQ86WR7protein_codingdeleterious(0.03)probably_damaging(0.987)TCGA-AA-A03F-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
PROSER2SNVMissense_Mutationc.48N>Gp.Asp16Glup.D16EQ86WR7protein_codingtolerated(0.49)possibly_damaging(0.808)TCGA-DM-A28F-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
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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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