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: PDXDC1

Gene summary for PDXDC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PDXDC1

Gene ID

23042

Gene namepyridoxal dependent decarboxylase domain containing 1
Gene AliasLP8165
Cytomap16p13.11
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

Q6P996


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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
23042PDXDC1CA_HPV_2HumanCervixCC8.83e-053.43e-010.0391
23042PDXDC1CCI_2HumanCervixCC2.58e-057.50e-010.5249
23042PDXDC1CCI_3HumanCervixCC5.88e-035.29e-010.516
23042PDXDC1H2HumanCervixHSIL_HPV1.79e-123.67e-010.0632
23042PDXDC1HTA11_3410_2000001011HumanColorectumAD9.61e-09-3.53e-010.0155
23042PDXDC1HTA11_347_2000001011HumanColorectumAD2.30e-207.84e-01-0.1954
23042PDXDC1HTA11_411_2000001011HumanColorectumSER2.83e-151.03e+00-0.2602
23042PDXDC1HTA11_99999965062_69753HumanColorectumMSI-H1.66e-057.89e-010.3487
23042PDXDC1HTA11_99999965104_69814HumanColorectumMSS1.53e-076.82e-010.281
23042PDXDC1HTA11_99999974143_84620HumanColorectumMSS5.01e-12-4.98e-010.3005
23042PDXDC1F007HumanColorectumFAP1.36e-02-3.06e-010.1176
23042PDXDC1A001-C-207HumanColorectumFAP4.82e-05-2.99e-010.1278
23042PDXDC1A015-C-203HumanColorectumFAP4.26e-45-7.08e-01-0.1294
23042PDXDC1A015-C-204HumanColorectumFAP1.73e-14-5.97e-01-0.0228
23042PDXDC1A014-C-040HumanColorectumFAP7.43e-10-5.72e-01-0.1184
23042PDXDC1A002-C-201HumanColorectumFAP5.40e-18-4.60e-010.0324
23042PDXDC1A002-C-203HumanColorectumFAP3.96e-07-2.32e-010.2786
23042PDXDC1A001-C-119HumanColorectumFAP4.60e-07-3.40e-01-0.1557
23042PDXDC1A001-C-108HumanColorectumFAP1.50e-18-3.72e-01-0.0272
23042PDXDC1A002-C-205HumanColorectumFAP4.09e-28-3.96e-01-0.1236
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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
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
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
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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
PDXDC1SNVMissense_Mutationc.881N>Ap.Ser294Asnp.S294NQ6P996protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PDXDC1SNVMissense_Mutationc.1006C>Tp.Leu336Phep.L336FQ6P996protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AR-A1AI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanPD
PDXDC1SNVMissense_Mutationc.496N>Cp.Phe166Leup.F166LQ6P996protein_codingdeleterious(0.01)possibly_damaging(0.559)TCGA-BH-A0DL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
PDXDC1SNVMissense_Mutationnovelc.93N>Cp.Gln31Hisp.Q31HQ6P996protein_codingdeleterious(0.03)benign(0.014)TCGA-EW-A6SD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytchSD
PDXDC1SNVMissense_Mutationnovelc.1768N>Ap.Glu590Lysp.E590KQ6P996protein_codingtolerated(0.21)possibly_damaging(0.576)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
PDXDC1insertionFrame_Shift_Insnovelc.2145_2146insATCTTGGTAGCCGTGGGATTCAp.Ala716IlefsTer11p.A716Ifs*11Q6P996protein_codingTCGA-A8-A08Z-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
PDXDC1insertionFrame_Shift_Insnovelc.1656_1657insGTATCTTACCATTTCGGTCGAACp.Asn553ValfsTer15p.N553Vfs*15Q6P996protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
PDXDC1insertionFrame_Shift_Insnovelc.862_863insAAp.Ala288GlufsTer9p.A288Efs*9Q6P996protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PDXDC1insertionNonsense_Mutationnovelc.373_374insAATATAATATATAAp.Leu125GlnfsTer5p.L125Qfs*5Q6P996protein_codingTCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PDXDC1SNVMissense_Mutationnovelc.519G>Tp.Lys173Asnp.K173NQ6P996protein_codingtolerated(0.16)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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