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: POLD3

Gene summary for POLD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POLD3

Gene ID

10714

Gene nameDNA polymerase delta 3, accessory subunit
Gene AliasP66
Cytomap11q13.4
Gene Typeprotein-coding
GO ID

GO:0000731

UniProtAcc

A0A024R5M8


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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
10714POLD3P56T-EHumanEsophagusESCC1.10e-032.60e-010.1613
10714POLD3P57T-EHumanEsophagusESCC3.54e-091.27e-010.0926
10714POLD3P61T-EHumanEsophagusESCC2.42e-037.38e-020.099
10714POLD3P62T-EHumanEsophagusESCC6.87e-264.77e-010.1302
10714POLD3P65T-EHumanEsophagusESCC1.47e-051.25e-010.0978
10714POLD3P74T-EHumanEsophagusESCC2.13e-337.38e-010.1479
10714POLD3P75T-EHumanEsophagusESCC2.71e-194.54e-010.1125
10714POLD3P76T-EHumanEsophagusESCC1.08e-173.54e-010.1207
10714POLD3P79T-EHumanEsophagusESCC1.41e-133.09e-010.1154
10714POLD3P80T-EHumanEsophagusESCC3.02e-113.02e-010.155
10714POLD3P82T-EHumanEsophagusESCC5.95e-176.20e-010.1072
10714POLD3P83T-EHumanEsophagusESCC3.38e-258.01e-010.1738
10714POLD3P89T-EHumanEsophagusESCC6.10e-114.94e-010.1752
10714POLD3P91T-EHumanEsophagusESCC9.39e-106.55e-010.1828
10714POLD3P104T-EHumanEsophagusESCC4.14e-032.14e-010.0931
10714POLD3P107T-EHumanEsophagusESCC4.70e-295.95e-010.171
10714POLD3P127T-EHumanEsophagusESCC8.43e-071.22e-010.0826
10714POLD3P128T-EHumanEsophagusESCC3.42e-236.06e-010.1241
10714POLD3P130T-EHumanEsophagusESCC1.06e-195.66e-010.1676
10714POLD3C04HumanOral cavityOSCC7.43e-074.62e-010.2633
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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:007189710EsophagusHGINDNA biosynthetic process44/2587180/187238.97e-051.96e-0344
GO:000931418EsophagusHGINresponse to radiation88/2587456/187236.26e-048.65e-0388
GO:00714789EsophagusHGINcellular response to radiation42/2587186/187237.66e-041.00e-0242
GO:00094115EsophagusHGINresponse to UV35/2587149/187239.71e-041.22e-0235
GO:007121418EsophagusHGINcellular response to abiotic stimulus66/2587331/187231.21e-031.45e-0266
GO:010400418EsophagusHGINcellular response to environmental stimulus66/2587331/187231.21e-031.45e-0266
GO:00346445EsophagusHGINcellular response to UV23/258790/187232.16e-032.25e-0223
GO:00094165EsophagusHGINresponse to light stimulus61/2587320/187235.20e-034.30e-0261
GO:00062892EsophagusHGINnucleotide-excision repair16/258760/187236.22e-034.95e-0216
GO:000941113EsophagusESCCresponse to UV115/8552149/187233.29e-151.93e-13115
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:007189716EsophagusESCCDNA biosynthetic process127/8552180/187231.04e-113.85e-10127
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:003464413EsophagusESCCcellular response to UV70/855290/187234.59e-101.20e-0870
GO:007121419EsophagusESCCcellular response to abiotic stimulus206/8552331/187237.52e-101.88e-08206
GO:010400419EsophagusESCCcellular response to environmental stimulus206/8552331/187237.52e-101.88e-08206
GO:007147816EsophagusESCCcellular response to radiation122/8552186/187233.07e-085.73e-07122
GO:00062612EsophagusESCCDNA-dependent DNA replication100/8552151/187232.61e-073.94e-06100
GO:000941611EsophagusESCCresponse to light stimulus183/8552320/187232.03e-051.76e-04183
GO:00062891EsophagusESCCnucleotide-excision repair42/855260/187231.18e-048.14e-0442
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa034205EsophagusHGINNucleotide excision repair29/138363/84652.96e-085.36e-074.26e-0729
hsa0342012EsophagusHGINNucleotide excision repair29/138363/84652.96e-085.36e-074.26e-0729
hsa0342022EsophagusESCCNucleotide excision repair54/420563/84652.01e-092.17e-081.11e-0854
hsa034104EsophagusESCCBase excision repair38/420544/84653.59e-072.62e-061.34e-0638
hsa030304EsophagusESCCDNA replication32/420536/84657.71e-075.06e-062.59e-0632
hsa034304EsophagusESCCMismatch repair21/420523/84652.85e-051.35e-046.90e-0521
hsa0342032EsophagusESCCNucleotide excision repair54/420563/84652.01e-092.17e-081.11e-0854
hsa0341011EsophagusESCCBase excision repair38/420544/84653.59e-072.62e-061.34e-0638
hsa0303011EsophagusESCCDNA replication32/420536/84657.71e-075.06e-062.59e-0632
hsa0343011EsophagusESCCMismatch repair21/420523/84652.85e-051.35e-046.90e-0521
hsa034204Oral cavityOSCCNucleotide excision repair49/370463/84653.48e-082.91e-071.48e-0749
hsa03030Oral cavityOSCCDNA replication31/370436/84651.70e-071.19e-066.03e-0731
hsa03410Oral cavityOSCCBase excision repair32/370444/84659.11e-053.25e-041.65e-0432
hsa03430Oral cavityOSCCMismatch repair19/370423/84651.55e-045.34e-042.72e-0419
hsa0342011Oral cavityOSCCNucleotide excision repair49/370463/84653.48e-082.91e-071.48e-0749
hsa030301Oral cavityOSCCDNA replication31/370436/84651.70e-071.19e-066.03e-0731
hsa034101Oral cavityOSCCBase excision repair32/370444/84659.11e-053.25e-041.65e-0432
hsa034301Oral cavityOSCCMismatch repair19/370423/84651.55e-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
POLD3SNVMissense_Mutationnovelc.960N>Cp.Lys320Asnp.K320NQ15054protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A0CL-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
POLD3insertionIn_Frame_Insnovelc.1356_1357insTATp.Lys452_Ala453insTyrp.K452_A453insYQ15054protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
POLD3SNVMissense_Mutationnovelc.758N>Tp.Ser253Leup.S253LQ15054protein_codingtolerated(0.16)possibly_damaging(0.551)TCGA-4J-AA1J-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
POLD3SNVMissense_Mutationc.472N>Cp.Ser158Prop.S158PQ15054protein_codingtolerated(0.25)benign(0.003)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
POLD3SNVMissense_Mutationnovelc.986C>Gp.Ser329Cysp.S329CQ15054protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
POLD3SNVMissense_Mutationrs150870592c.1148G>Ap.Arg383Glnp.R383QQ15054protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
POLD3SNVMissense_Mutationrs762619624c.674N>Ap.Gly225Aspp.G225DQ15054protein_codingtolerated(0.26)benign(0.272)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
POLD3SNVMissense_Mutationrs150870592c.1148N>Ap.Arg383Glnp.R383QQ15054protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
POLD3SNVMissense_Mutationnovelc.146G>Ap.Arg49Glnp.R49QQ15054protein_codingtolerated(0.08)benign(0.281)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
POLD3SNVMissense_Mutationnovelc.252N>Cp.Lys84Asnp.K84NQ15054protein_codingdeleterious(0.01)benign(0.207)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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