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: PSPC1

Gene summary for PSPC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PSPC1

Gene ID

55269

Gene nameparaspeckle component 1
Gene AliasPSP1
Cytomap13q12.11
Gene Typeprotein-coding
GO ID

GO:0002218

UniProtAcc

Q8WXF1


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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
55269PSPC1CCI_1HumanCervixCC2.38e-035.89e-010.528
55269PSPC1CCI_2HumanCervixCC4.21e-131.37e+000.5249
55269PSPC1CCI_3HumanCervixCC5.38e-118.17e-010.516
55269PSPC1HTA11_3410_2000001011HumanColorectumAD2.92e-13-5.15e-010.0155
55269PSPC1HTA11_2487_2000001011HumanColorectumSER7.06e-04-3.71e-01-0.1808
55269PSPC1HTA11_3361_2000001011HumanColorectumAD2.64e-02-3.73e-01-0.1207
55269PSPC1HTA11_866_2000001011HumanColorectumAD1.09e-02-3.12e-01-0.1001
55269PSPC1HTA11_5212_2000001011HumanColorectumAD2.80e-02-5.80e-01-0.2061
55269PSPC1HTA11_866_3004761011HumanColorectumAD7.27e-07-4.31e-010.096
55269PSPC1HTA11_10711_2000001011HumanColorectumAD1.43e-03-4.18e-010.0338
55269PSPC1HTA11_7696_3000711011HumanColorectumAD1.93e-03-3.62e-010.0674
55269PSPC1HTA11_99999974143_84620HumanColorectumMSS1.23e-06-4.25e-010.3005
55269PSPC1A001-C-207HumanColorectumFAP3.42e-06-3.13e-010.1278
55269PSPC1A015-C-203HumanColorectumFAP6.51e-25-4.43e-01-0.1294
55269PSPC1A015-C-204HumanColorectumFAP6.70e-07-3.40e-01-0.0228
55269PSPC1A014-C-040HumanColorectumFAP7.38e-04-3.96e-01-0.1184
55269PSPC1A002-C-201HumanColorectumFAP3.03e-16-3.64e-010.0324
55269PSPC1A002-C-203HumanColorectumFAP1.53e-03-1.90e-010.2786
55269PSPC1A001-C-119HumanColorectumFAP3.52e-05-1.78e-01-0.1557
55269PSPC1A001-C-108HumanColorectumFAP2.55e-13-3.32e-01-0.0272
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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
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:00321035CervixCCpositive regulation of response to external stimulus95/2311427/187235.44e-095.03e-0795
GO:00485118CervixCCrhythmic process65/2311298/187232.79e-068.04e-0565
GO:00313494CervixCCpositive regulation of defense response60/2311278/187239.38e-062.11e-0460
GO:00028315CervixCCregulation of response to biotic stimulus67/2311327/187231.79e-053.36e-0467
GO:00076238CervixCCcircadian rhythm46/2311210/187236.76e-059.60e-0446
GO:00022533CervixCCactivation of immune response72/2311375/187238.26e-051.11e-0372
GO:00022183CervixCCactivation of innate immune response16/231152/187233.61e-043.75e-0316
GO:00450882CervixCCregulation of innate immune response44/2311218/187236.40e-045.97e-0344
GO:00028331CervixCCpositive regulation of response to biotic stimulus35/2311168/187231.23e-039.87e-0335
GO:0045089CervixCCpositive regulation of innate immune response26/2311131/187239.33e-034.66e-0226
GO:0007623ColorectumADcircadian rhythm72/3918210/187234.50e-061.21e-0472
GO:0048511ColorectumADrhythmic process94/3918298/187231.00e-052.34e-0494
GO:0042752ColorectumADregulation of circadian rhythm40/3918121/187231.24e-031.09e-0240
GO:00076231ColorectumSERcircadian rhythm54/2897210/187237.98e-051.77e-0354
GO:00485111ColorectumSERrhythmic process65/2897298/187232.18e-032.11e-0265
GO:00427521ColorectumSERregulation of circadian rhythm30/2897121/187235.03e-033.88e-0230
GO:00076232ColorectumMSScircadian rhythm69/3467210/187234.22e-071.67e-0569
GO:00485112ColorectumMSSrhythmic process89/3467298/187231.17e-063.96e-0589
GO:00427522ColorectumMSSregulation of circadian rhythm38/3467121/187234.33e-045.23e-0338
GO:00076233ColorectumFAPcircadian rhythm56/2622210/187239.12e-074.14e-0556
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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
PSPC1SNVMissense_Mutationc.1244N>Gp.Asn415Serp.N415SQ8WXF1protein_codingtolerated(0.2)benign(0.037)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PSPC1SNVMissense_Mutationnovelc.1414N>Ap.Pro472Thrp.P472TQ8WXF1protein_codingdeleterious(0.02)probably_damaging(0.981)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PSPC1SNVMissense_Mutationc.1003N>Ap.Glu335Lysp.E335KQ8WXF1protein_codingdeleterious(0.03)probably_damaging(0.997)TCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
PSPC1SNVMissense_Mutationc.1360C>Gp.Pro454Alap.P454AQ8WXF1protein_codingtolerated(0.12)benign(0.01)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PSPC1SNVMissense_Mutationc.241N>Tp.Arg81Cysp.R81CQ8WXF1protein_codingdeleterious(0.01)benign(0.188)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
PSPC1SNVMissense_Mutationrs780662375c.1220C>Tp.Ala407Valp.A407VQ8WXF1protein_codingtolerated(0.15)benign(0.028)TCGA-MU-A5YI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
PSPC1SNVMissense_Mutationc.1033C>Tp.Arg345Trpp.R345WQ8WXF1protein_codingdeleterious(0)probably_damaging(0.991)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PSPC1SNVMissense_Mutationc.951N>Cp.Leu317Phep.L317FQ8WXF1protein_codingdeleterious(0.02)benign(0.434)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PSPC1SNVMissense_Mutationrs776499795c.1267N>Ap.Gly423Serp.G423SQ8WXF1protein_codingdeleterious(0.02)probably_damaging(0.986)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
PSPC1SNVMissense_Mutationnovelc.695N>Cp.Val232Alap.V232AQ8WXF1protein_codingdeleterious(0.02)benign(0.257)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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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