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: SYCP2

Gene summary for SYCP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SYCP2

Gene ID

10388

Gene namesynaptonemal complex protein 2
Gene AliasSCP-2
Cytomap20q13.33
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9BX26


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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
10388SYCP2CA_HPV_2HumanCervixCC2.14e-133.55e-010.0391
10388SYCP2HSIL_HPV_2HumanCervixHSIL_HPV6.49e-164.22e-010.0208
10388SYCP2CCI_1HumanCervixCC5.05e-107.66e-010.528
10388SYCP2CCI_2HumanCervixCC1.77e-076.24e-010.5249
10388SYCP2CCI_3HumanCervixCC1.00e-208.81e-010.516
10388SYCP2CCII_1HumanCervixCC4.87e-042.20e-010.3249
10388SYCP2TumorHumanCervixCC2.62e-112.67e-010.1241
10388SYCP2sample1HumanCervixCC2.31e-032.92e-010.0959
10388SYCP2sample3HumanCervixCC9.38e-203.74e-010.1387
10388SYCP2T1HumanCervixCC8.52e-042.33e-010.0918
10388SYCP2T3HumanCervixCC4.40e-213.82e-010.1389
10388SYCP2LZE7THumanEsophagusESCC1.95e-033.13e-010.0667
10388SYCP2LZE24THumanEsophagusESCC1.93e-051.50e-010.0596
10388SYCP2P2T-EHumanEsophagusESCC8.97e-051.11e-010.1177
10388SYCP2P10T-EHumanEsophagusESCC1.73e-035.90e-020.116
10388SYCP2P12T-EHumanEsophagusESCC4.14e-541.07e+000.1122
10388SYCP2P16T-EHumanEsophagusESCC7.04e-121.32e-010.1153
10388SYCP2P26T-EHumanEsophagusESCC2.19e-021.00e-010.1276
10388SYCP2P36T-EHumanEsophagusESCC1.75e-198.50e-010.1187
10388SYCP2P37T-EHumanEsophagusESCC1.31e-038.68e-020.1371
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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
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:00614588CervixCCreproductive system development87/2311427/187231.37e-064.55e-0587
GO:00486088CervixCCreproductive structure development86/2311424/187231.90e-065.97e-0586
GO:00482851CervixCCorganelle fission78/2311488/187239.70e-034.79e-0278
GO:004860813CervixHSIL_HPVreproductive structure development32/737424/187233.52e-045.54e-0332
GO:006145814CervixHSIL_HPVreproductive system development32/737427/187233.98e-046.14e-0332
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00988133EsophagusESCCnuclear chromosome segregation187/8552281/187231.00e-124.36e-11187
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:00070592Oral cavityOSCCchromosome segregation206/7305346/187235.82e-153.76e-13206
GO:00482852Oral cavityOSCCorganelle fission265/7305488/187233.22e-121.27e-10265
GO:00002801Oral cavityOSCCnuclear division237/7305439/187239.62e-112.90e-09237
GO:00988132Oral cavityOSCCnuclear chromosome segregation162/7305281/187231.56e-104.56e-09162
GO:006145817Oral cavityOSCCreproductive system development217/7305427/187233.75e-075.63e-06217
GO:004860816Oral cavityOSCCreproductive structure development214/7305424/187238.58e-071.18e-05214
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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
SYCP2SNVMissense_Mutationrs369942080c.1904C>Tp.Ser635Leup.S635LQ9BX26protein_codingtolerated(0.25)benign(0.029)TCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
SYCP2SNVMissense_Mutationc.1922A>Gp.Asn641Serp.N641SQ9BX26protein_codingtolerated(0.26)benign(0.018)TCGA-A8-A090-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SYCP2SNVMissense_Mutationc.907N>Ap.Glu303Lysp.E303KQ9BX26protein_codingdeleterious(0)possibly_damaging(0.621)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SYCP2SNVMissense_Mutationc.4274T>Gp.Phe1425Cysp.F1425CQ9BX26protein_codingdeleterious(0)probably_damaging(0.911)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SYCP2SNVMissense_Mutationnovelc.200C>Tp.Ser67Leup.S67LQ9BX26protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A8OQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SYCP2SNVMissense_Mutationc.4242N>Gp.Phe1414Leup.F1414LQ9BX26protein_codingdeleterious(0)benign(0.027)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SYCP2SNVMissense_Mutationc.4276N>Ap.Glu1426Lysp.E1426KQ9BX26protein_codingdeleterious(0)probably_damaging(0.919)TCGA-D8-A27L-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycin+cuclophosphamideSD
SYCP2SNVMissense_Mutationc.3596N>Cp.Arg1199Thrp.R1199TQ9BX26protein_codingtolerated(0.5)benign(0.051)TCGA-E2-A14V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SYCP2SNVMissense_Mutationrs184420704c.340N>Gp.Gln114Glup.Q114EQ9BX26protein_codingtolerated(0.06)benign(0.121)TCGA-E2-A159-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SYCP2SNVMissense_Mutationnovelc.928C>Tp.Leu310Phep.L310FQ9BX26protein_codingdeleterious(0)possibly_damaging(0.803)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
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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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