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: PDSS1

Gene summary for PDSS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PDSS1

Gene ID

23590

Gene namedecaprenyl diphosphate synthase subunit 1
Gene AliasCOQ1
Cytomap10p12.1
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

Q5T2R2


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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
23590PDSS1LZE24THumanEsophagusESCC3.44e-041.57e-010.0596
23590PDSS1P2T-EHumanEsophagusESCC1.51e-051.43e-010.1177
23590PDSS1P4T-EHumanEsophagusESCC6.93e-142.39e-010.1323
23590PDSS1P5T-EHumanEsophagusESCC6.85e-102.31e-010.1327
23590PDSS1P8T-EHumanEsophagusESCC8.69e-099.40e-020.0889
23590PDSS1P9T-EHumanEsophagusESCC1.05e-057.30e-020.1131
23590PDSS1P10T-EHumanEsophagusESCC1.69e-148.42e-020.116
23590PDSS1P11T-EHumanEsophagusESCC1.33e-062.30e-010.1426
23590PDSS1P12T-EHumanEsophagusESCC6.28e-091.63e-010.1122
23590PDSS1P15T-EHumanEsophagusESCC5.34e-047.21e-020.1149
23590PDSS1P16T-EHumanEsophagusESCC1.32e-101.50e-010.1153
23590PDSS1P20T-EHumanEsophagusESCC3.55e-021.19e-010.1124
23590PDSS1P21T-EHumanEsophagusESCC1.68e-204.45e-010.1617
23590PDSS1P22T-EHumanEsophagusESCC3.03e-035.53e-020.1236
23590PDSS1P23T-EHumanEsophagusESCC1.27e-101.20e-010.108
23590PDSS1P24T-EHumanEsophagusESCC1.12e-121.80e-010.1287
23590PDSS1P26T-EHumanEsophagusESCC9.78e-121.45e-010.1276
23590PDSS1P27T-EHumanEsophagusESCC6.41e-201.35e-010.1055
23590PDSS1P28T-EHumanEsophagusESCC1.81e-101.95e-010.1149
23590PDSS1P30T-EHumanEsophagusESCC5.73e-102.34e-010.137
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:190166112EsophagusESCCquinone metabolic process34/855240/187233.00e-074.27e-0634
GO:00067432EsophagusESCCubiquinone metabolic process17/855219/187239.02e-056.50e-0417
GO:00067442EsophagusESCCubiquinone biosynthetic process15/855217/187233.48e-042.03e-0315
GO:19016632EsophagusESCCquinone biosynthetic process15/855217/187233.48e-042.03e-0315
GO:00421805EsophagusESCCcellular ketone metabolic process120/8552211/187236.70e-043.55e-03120
GO:00082991EsophagusESCCisoprenoid biosynthetic process21/855228/187231.57e-037.33e-0321
GO:19016613Oral cavityOSCCquinone metabolic process32/730540/187231.40e-072.34e-0632
GO:00421804Oral cavityOSCCcellular ketone metabolic process111/7305211/187233.94e-053.45e-04111
GO:0006743Oral cavityOSCCubiquinone metabolic process16/730519/187237.05e-055.60e-0416
GO:0006744Oral cavityOSCCubiquinone biosynthetic process14/730517/187233.31e-042.04e-0314
GO:1901663Oral cavityOSCCquinone biosynthetic process14/730517/187233.31e-042.04e-0314
GO:0008299Oral cavityOSCCisoprenoid biosynthetic process20/730528/187235.13e-042.99e-0320
GO:0042181Oral cavityOSCCketone biosynthetic process26/730543/187233.55e-031.49e-0226
GO:00067203Oral cavityOSCCisoprenoid metabolic process59/7305116/187236.18e-032.33e-0259
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa009004Oral cavityOSCCTerpenoid backbone biosynthesis19/370423/84651.55e-045.34e-042.72e-0419
hsa0090011Oral cavityOSCCTerpenoid backbone biosynthesis19/370423/84651.55e-045.34e-042.72e-0419
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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
PDSS1SNVMissense_Mutationc.309G>Cp.Leu103Phep.L103FQ5T2R2protein_codingdeleterious(0.02)probably_damaging(0.973)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
PDSS1SNVMissense_Mutationc.874N>Ap.Ala292Thrp.A292TQ5T2R2protein_codingdeleterious(0.04)possibly_damaging(0.595)TCGA-BH-A1FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
PDSS1insertionIn_Frame_Insnovelc.1100_1101insCATGCACCGCTGCTCAGATCCACTCTACACp.Val367_Leu368insMetHisArgCysSerAspProLeuTyrThrp.V367_L368insMHRCSDPLYTQ5T2R2protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
PDSS1SNVMissense_Mutationnovelc.637T>Cp.Ser213Prop.S213PQ5T2R2protein_codingdeleterious(0.01)possibly_damaging(0.906)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PDSS1SNVMissense_Mutationrs766225494c.634N>Ap.Leu212Ilep.L212IQ5T2R2protein_codingdeleterious(0.02)possibly_damaging(0.856)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PDSS1SNVMissense_Mutationc.601N>Ap.Glu201Lysp.E201KQ5T2R2protein_codingdeleterious(0.02)possibly_damaging(0.593)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
PDSS1SNVMissense_Mutationnovelc.606N>Cp.Lys202Asnp.K202NQ5T2R2protein_codingdeleterious(0)possibly_damaging(0.9)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PDSS1SNVMissense_Mutationnovelc.1111G>Ap.Asp371Asnp.D371NQ5T2R2protein_codingtolerated(0.19)benign(0.219)TCGA-VS-A9UB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PDSS1SNVMissense_Mutationrs748477018c.1138G>Ap.Ala380Thrp.A380TQ5T2R2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
PDSS1SNVMissense_Mutationc.920N>Gp.Asp307Glyp.D307GQ5T2R2protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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