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: CSPP1

Gene summary for CSPP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CSPP1

Gene ID

79848

Gene namecentrosome and spindle pole associated protein 1
Gene AliasCSPP
Cytomap8q13.1-q13.2
Gene Typeprotein-coding
GO ID

GO:0000910

UniProtAcc

Q1MSJ5


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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
79848CSPP1CCI_2HumanCervixCC5.75e-201.46e+000.5249
79848CSPP1CCI_3HumanCervixCC7.53e-046.51e-010.516
79848CSPP1HTA11_3410_2000001011HumanColorectumAD9.39e-14-4.97e-010.0155
79848CSPP1HTA11_2487_2000001011HumanColorectumSER2.47e-04-4.30e-01-0.1808
79848CSPP1HTA11_1938_2000001011HumanColorectumAD1.14e-02-3.26e-01-0.0811
79848CSPP1HTA11_83_2000001011HumanColorectumSER1.30e-02-4.55e-01-0.1526
79848CSPP1HTA11_696_2000001011HumanColorectumAD4.64e-09-3.91e-01-0.1464
79848CSPP1HTA11_866_2000001011HumanColorectumAD4.65e-05-3.26e-01-0.1001
79848CSPP1HTA11_546_2000001011HumanColorectumAD1.85e-02-4.46e-01-0.0842
79848CSPP1HTA11_866_3004761011HumanColorectumAD5.73e-07-3.90e-010.096
79848CSPP1HTA11_7696_3000711011HumanColorectumAD1.20e-11-4.39e-010.0674
79848CSPP1HTA11_99999970781_79442HumanColorectumMSS1.32e-08-4.09e-010.294
79848CSPP1HTA11_99999974143_84620HumanColorectumMSS5.05e-06-4.09e-010.3005
79848CSPP1A001-C-207HumanColorectumFAP1.32e-02-2.62e-010.1278
79848CSPP1A015-C-203HumanColorectumFAP1.74e-14-2.66e-01-0.1294
79848CSPP1A015-C-204HumanColorectumFAP3.33e-03-1.60e-01-0.0228
79848CSPP1A014-C-040HumanColorectumFAP1.44e-03-4.07e-01-0.1184
79848CSPP1A002-C-201HumanColorectumFAP5.22e-08-1.99e-010.0324
79848CSPP1A001-C-119HumanColorectumFAP5.57e-03-1.41e-01-0.1557
79848CSPP1A001-C-108HumanColorectumFAP6.09e-08-5.18e-02-0.0272
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:00457876CervixCCpositive regulation of cell cycle66/2311313/187237.78e-061.81e-0466
GO:00900685CervixCCpositive regulation of cell cycle process50/2311236/187238.25e-051.11e-0350
GO:00513021CervixCCregulation of cell division39/2311177/187232.05e-042.33e-0339
GO:00009107CervixCCcytokinesis37/2311173/187235.40e-045.23e-0337
GO:0032465CervixCCregulation of cytokinesis22/231192/187231.55e-031.20e-0222
GO:0000910ColorectumADcytokinesis59/3918173/187233.74e-056.75e-0459
GO:0045787ColorectumADpositive regulation of cell cycle85/3918313/187234.76e-033.22e-0285
GO:00009101ColorectumSERcytokinesis45/2897173/187232.28e-043.93e-0345
GO:00009102ColorectumMSScytokinesis49/3467173/187231.02e-031.02e-0249
GO:00457871ColorectumMSSpositive regulation of cell cycle80/3467313/187231.15e-031.12e-0280
GO:0090068ColorectumMSSpositive regulation of cell cycle process60/3467236/187235.01e-033.46e-0260
GO:00457872ColorectumFAPpositive regulation of cell cycle66/2622313/187233.66e-044.63e-0366
GO:00900681ColorectumFAPpositive regulation of cell cycle process48/2622236/187234.53e-033.08e-0248
GO:00009103ColorectumFAPcytokinesis37/2622173/187235.10e-033.37e-0237
GO:00457873ColorectumCRCpositive regulation of cell cycle55/2078313/187233.76e-045.57e-0355
GO:00009104ColorectumCRCcytokinesis34/2078173/187236.47e-048.55e-0334
GO:00900682ColorectumCRCpositive regulation of cell cycle process39/2078236/187237.23e-034.98e-0239
GO:00009108EndometriumAEHcytokinesis40/2100173/187236.01e-061.49e-0440
GO:00457877EndometriumAEHpositive regulation of cell cycle56/2100313/187232.73e-043.14e-0356
GO:00900686EndometriumAEHpositive regulation of cell cycle process41/2100236/187232.94e-032.09e-0241
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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
CSPP1SNVMissense_Mutationrs753413923c.2951N>Ap.Arg984Lysp.R984KQ1MSJ5protein_codingtolerated(0.35)benign(0.006)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
CSPP1SNVMissense_Mutationrs369228037c.2299N>Tp.Arg767Trpp.R767WQ1MSJ5protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CSPP1SNVMissense_Mutationc.3101N>Cp.Leu1034Serp.L1034SQ1MSJ5protein_codingtolerated(0.32)probably_damaging(0.936)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
CSPP1SNVMissense_Mutationc.2584N>Gp.Gln862Glup.Q862EQ1MSJ5protein_codingtolerated(0.58)benign(0.011)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
CSPP1SNVMissense_Mutationc.3360N>Tp.Lys1120Asnp.K1120NQ1MSJ5protein_codingtolerated(0.12)benign(0.003)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CSPP1SNVMissense_Mutationc.38N>Tp.Ser13Leup.S13LQ1MSJ5protein_codingtolerated_low_confidence(0.06)benign(0)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CSPP1SNVMissense_Mutationc.124N>Cp.Asp42Hisp.D42HQ1MSJ5protein_codingdeleterious(0)possibly_damaging(0.855)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CSPP1SNVMissense_Mutationc.520N>Ap.Gln174Lysp.Q174KQ1MSJ5protein_codingtolerated(0.21)benign(0.031)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CSPP1SNVMissense_Mutationc.1250N>Cp.Gly417Alap.G417AQ1MSJ5protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CSPP1SNVMissense_Mutationc.3004G>Cp.Asp1002Hisp.D1002HQ1MSJ5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C8-A12K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
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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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