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: CTDSPL

Gene summary for CTDSPL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CTDSPL

Gene ID

10217

Gene nameCTD small phosphatase like
Gene AliasC3orf8
Cytomap3p22.2
Gene Typeprotein-coding
GO ID

GO:0000082

UniProtAcc

O15194


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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
10217CTDSPLCA_HPV_3HumanCervixCC5.93e-051.67e-010.0414
10217CTDSPLCCI_2HumanCervixCC9.93e-057.93e-010.5249
10217CTDSPLHTA11_347_2000001011HumanColorectumAD7.57e-126.53e-01-0.1954
10217CTDSPLHTA11_7663_2000001011HumanColorectumSER4.92e-119.03e-010.0131
10217CTDSPLHTA11_7469_2000001011HumanColorectumAD1.40e-036.63e-01-0.0124
10217CTDSPLHTA11_99999965062_69753HumanColorectumMSI-H7.15e-061.06e+000.3487
10217CTDSPLF007HumanColorectumFAP1.11e-08-5.51e-010.1176
10217CTDSPLA001-C-207HumanColorectumFAP5.78e-04-3.69e-010.1278
10217CTDSPLA015-C-203HumanColorectumFAP1.90e-24-5.20e-01-0.1294
10217CTDSPLA015-C-204HumanColorectumFAP4.08e-07-4.46e-01-0.0228
10217CTDSPLA014-C-040HumanColorectumFAP1.57e-05-6.08e-01-0.1184
10217CTDSPLA002-C-201HumanColorectumFAP7.41e-17-5.22e-010.0324
10217CTDSPLA002-C-203HumanColorectumFAP9.80e-03-2.32e-010.2786
10217CTDSPLA001-C-119HumanColorectumFAP3.04e-10-6.42e-01-0.1557
10217CTDSPLA001-C-108HumanColorectumFAP6.46e-20-5.36e-01-0.0272
10217CTDSPLA002-C-205HumanColorectumFAP3.49e-29-7.11e-01-0.1236
10217CTDSPLA001-C-104HumanColorectumFAP1.36e-05-3.73e-010.0184
10217CTDSPLA015-C-005HumanColorectumFAP6.54e-03-2.86e-01-0.0336
10217CTDSPLA015-C-006HumanColorectumFAP9.56e-19-6.40e-01-0.0994
10217CTDSPLA015-C-106HumanColorectumFAP1.41e-12-3.37e-01-0.0511
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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
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
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
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:000647010ProstateBPHprotein dephosphorylation78/3107281/187231.53e-062.63e-0578
GO:00448435ProstateBPHcell cycle G1/S phase transition68/3107241/187233.80e-065.83e-0568
GO:00000825ProstateBPHG1/S transition of mitotic cell cycle62/3107214/187233.93e-065.97e-0562
GO:19028063ProstateBPHregulation of cell cycle G1/S phase transition50/3107168/187231.47e-051.89e-0450
GO:20000454ProstateBPHregulation of G1/S transition of mitotic cell cycle44/3107142/187231.55e-051.96e-0444
GO:19019904ProstateBPHregulation of mitotic cell cycle phase transition77/3107299/187233.36e-053.77e-0477
GO:20001342ProstateBPHnegative regulation of G1/S transition of mitotic cell cycle28/310784/187231.31e-041.18e-0328
GO:00163118ProstateBPHdephosphorylation98/3107417/187231.53e-041.35e-0398
GO:00457863ProstateBPHnegative regulation of cell cycle91/3107385/187232.10e-041.71e-0391
GO:00459303ProstateBPHnegative regulation of mitotic cell cycle60/3107235/187233.00e-042.32e-0360
GO:19019874ProstateBPHregulation of cell cycle phase transition89/3107390/187238.17e-045.34e-0389
GO:19028072ProstateBPHnegative regulation of cell cycle G1/S phase transition28/310793/187238.54e-045.53e-0328
GO:19019913ProstateBPHnegative regulation of mitotic cell cycle phase transition46/3107179/187231.24e-037.51e-0346
GO:004232618ProstateTumornegative regulation of phosphorylation112/3246385/187236.17e-092.42e-07112
GO:004593619ProstateTumornegative regulation of phosphate metabolic process124/3246441/187239.08e-093.44e-07124
GO:001056319ProstateTumornegative regulation of phosphorus metabolic process124/3246442/187231.05e-083.88e-07124
GO:000193318ProstateTumornegative regulation of protein phosphorylation97/3246342/187232.36e-075.60e-0697
GO:000008212ProstateTumorG1/S transition of mitotic cell cycle62/3246214/187231.63e-052.18e-0462
GO:000647014ProstateTumorprotein dephosphorylation76/3246281/187232.86e-053.46e-0476
GO:004484312ProstateTumorcell cycle G1/S phase transition67/3246241/187233.28e-053.88e-0467
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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
CTDSPLSNVMissense_Mutationnovelc.154G>Ap.Asp52Asnp.D52NO15194protein_codingtolerated(0.55)benign(0)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
CTDSPLSNVMissense_Mutationc.292N>Ap.Glu98Lysp.E98KO15194protein_codingtolerated(0.17)benign(0.139)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
CTDSPLSNVMissense_Mutationnovelc.385N>Cp.Asp129Hisp.D129HO15194protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A4Z1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
CTDSPLSNVMissense_Mutationc.166G>Cp.Glu56Glnp.E56QO15194protein_codingtolerated(0.2)benign(0.043)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CTDSPLSNVMissense_Mutationc.415N>Gp.Thr139Alap.T139AO15194protein_codingdeleterious(0.03)benign(0.097)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
CTDSPLSNVMissense_Mutationnovelc.226N>Tp.Leu76Phep.L76FO15194protein_codingtolerated(0.16)benign(0.001)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CTDSPLSNVMissense_Mutationc.485N>Gp.Phe162Cysp.F162CO15194protein_codingdeleterious(0)probably_damaging(1)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
CTDSPLSNVMissense_Mutationrs370003443c.551N>Ap.Arg184Hisp.R184HO15194protein_codingdeleterious(0.03)possibly_damaging(0.571)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CTDSPLSNVMissense_Mutationrs567415488c.94N>Ap.Val32Ilep.V32IO15194protein_codingtolerated(0.3)benign(0)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CTDSPLSNVMissense_Mutationrs747525595c.152G>Ap.Arg51Hisp.R51HO15194protein_codingtolerated(0.11)benign(0.02)TCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
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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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