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: GDPD2

Gene summary for GDPD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GDPD2

Gene ID

54857

Gene nameglycerophosphodiester phosphodiesterase domain containing 2
Gene AliasGDE3
CytomapXq13.1
Gene Typeprotein-coding
GO ID

GO:0001503

UniProtAcc

Q9HCC8


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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
54857GDPD2C51HumanOral cavityOSCC1.14e-105.45e-010.2674
54857GDPD2C06HumanOral cavityOSCC5.29e-091.02e+000.2699
54857GDPD2C07HumanOral cavityOSCC2.33e-025.95e-010.2491
54857GDPD2SYSMH3HumanOral cavityOSCC2.60e-145.51e-010.2442
54857GDPD2SYSMH5HumanOral cavityOSCC3.00e-021.51e-010.0647
54857GDPD2P3_S6_AKHumanSkinAK1.79e-02-8.64e-02-0.3256
54857GDPD2P5_S10_cSCCHumanSkincSCC3.76e-02-1.09e-01-0.299
54857GDPD2P1_cSCCHumanSkincSCC5.39e-054.27e-010.0292
54857GDPD2P4_cSCCHumanSkincSCC5.95e-084.11e-01-0.00290000000000005
54857GDPD2cSCC_p1HumanSkincSCC4.49e-175.55e-01-0.1916
54857GDPD2cSCC_p11HumanSkincSCC4.15e-134.23e-01-0.2102
54857GDPD2cSCC_p8HumanSkincSCC2.77e-062.46e-01-0.1971
54857GDPD2cSCC_p9HumanSkincSCC2.11e-164.14e-01-0.1991
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:000701520Oral cavityOSCCactin filament organization230/7305442/187231.37e-082.77e-07230
GO:003153216Oral cavityOSCCactin cytoskeleton reorganization65/7305107/187234.25e-064.93e-0565
GO:000150310Oral cavityOSCCossification203/7305408/187235.54e-066.19e-05203
GO:000164910Oral cavityOSCCosteoblast differentiation118/7305229/187237.51e-055.85e-04118
GO:00456674Oral cavityOSCCregulation of osteoblast differentiation65/7305132/187231.06e-023.60e-0265
GO:000701528SkinAKactin filament organization85/1910442/187235.94e-094.14e-0785
GO:000164919SkinAKosteoblast differentiation52/1910229/187232.27e-081.28e-0652
GO:000150318SkinAKossification78/1910408/187233.26e-081.76e-0678
GO:003153219SkinAKactin cytoskeleton reorganization23/1910107/187234.20e-044.00e-0323
GO:00456676SkinAKregulation of osteoblast differentiation26/1910132/187237.61e-046.39e-0326
GO:000701529SkincSCCactin filament organization156/4864442/187237.37e-061.02e-04156
GO:000164923SkincSCCosteoblast differentiation89/4864229/187231.18e-051.51e-0489
GO:000150323SkincSCCossification137/4864408/187233.39e-042.68e-03137
GO:003153224SkincSCCactin cytoskeleton reorganization42/4864107/187231.76e-031.07e-0242
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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
GDPD2SNVMissense_Mutationnovelc.574N>Ap.Leu192Metp.L192MQ9HCC8protein_codingtolerated(0.09)benign(0.369)TCGA-A8-A09E-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
GDPD2SNVMissense_Mutationc.1423N>Gp.Pro475Alap.P475AQ9HCC8protein_codingtolerated_low_confidence(0.83)possibly_damaging(0.539)TCGA-B6-A0X1-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
GDPD2SNVMissense_Mutationc.237N>Cp.Trp79Cysp.W79CQ9HCC8protein_codingdeleterious(0)probably_damaging(0.997)TCGA-C8-A132-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GDPD2SNVMissense_Mutationc.1451N>Gp.His484Argp.H484RQ9HCC8protein_codingtolerated_low_confidence(1)benign(0.003)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
GDPD2SNVMissense_Mutationnovelc.521N>Ap.Pro174Hisp.P174HQ9HCC8protein_codingdeleterious(0.02)possibly_damaging(0.817)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GDPD2SNVMissense_Mutationc.595N>Cp.Val199Leup.V199LQ9HCC8protein_codingtolerated(0.19)benign(0.01)TCGA-3L-AA1B-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GDPD2SNVMissense_Mutationnovelc.811N>Tp.His271Tyrp.H271YQ9HCC8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
GDPD2SNVMissense_Mutationc.820N>Tp.His274Tyrp.H274YQ9HCC8protein_codingtolerated(0.12)benign(0.113)TCGA-AA-3939-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GDPD2SNVMissense_Mutationc.1744N>Gp.Thr582Alap.T582AQ9HCC8protein_codingdeleterious(0)probably_damaging(0.978)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GDPD2SNVMissense_Mutationrs747682076c.1550N>Tp.Ser517Leup.S517LQ9HCC8protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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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