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: ORC3

Gene summary for ORC3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ORC3

Gene ID

23595

Gene nameorigin recognition complex subunit 3
Gene AliasLAT
Cytomap6q15
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9UBD5


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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
23595ORC3LZE4THumanEsophagusESCC5.35e-051.65e-010.0811
23595ORC3LZE7THumanEsophagusESCC1.17e-053.50e-010.0667
23595ORC3LZE24THumanEsophagusESCC2.20e-092.87e-010.0596
23595ORC3LZE21THumanEsophagusESCC6.03e-042.60e-010.0655
23595ORC3LZE6THumanEsophagusESCC5.72e-041.71e-010.0845
23595ORC3P1T-EHumanEsophagusESCC2.80e-021.48e-010.0875
23595ORC3P2T-EHumanEsophagusESCC4.10e-173.88e-010.1177
23595ORC3P4T-EHumanEsophagusESCC1.24e-154.31e-010.1323
23595ORC3P5T-EHumanEsophagusESCC8.17e-274.45e-010.1327
23595ORC3P8T-EHumanEsophagusESCC3.96e-142.66e-010.0889
23595ORC3P9T-EHumanEsophagusESCC9.15e-071.39e-010.1131
23595ORC3P10T-EHumanEsophagusESCC4.56e-132.78e-010.116
23595ORC3P11T-EHumanEsophagusESCC8.28e-195.21e-010.1426
23595ORC3P12T-EHumanEsophagusESCC5.92e-163.46e-010.1122
23595ORC3P15T-EHumanEsophagusESCC1.94e-112.62e-010.1149
23595ORC3P16T-EHumanEsophagusESCC3.00e-264.77e-010.1153
23595ORC3P17T-EHumanEsophagusESCC2.07e-052.67e-010.1278
23595ORC3P19T-EHumanEsophagusESCC3.12e-032.97e-010.1662
23595ORC3P20T-EHumanEsophagusESCC1.39e-091.85e-010.1124
23595ORC3P21T-EHumanEsophagusESCC1.35e-244.47e-010.1617
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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
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
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:00512359CervixCCmaintenance of location78/2311327/187235.18e-094.92e-0778
GO:005165110CervixCCmaintenance of location in cell55/2311214/187236.63e-083.85e-0655
GO:00345048CervixCCprotein localization to nucleus68/2311290/187239.91e-085.25e-0668
GO:00075689CervixCCaging75/2311339/187232.75e-071.13e-0575
GO:003164710CervixCCregulation of protein stability63/2311298/187231.14e-052.45e-0463
GO:00075695CervixCCcell aging34/2311132/187231.92e-053.53e-0434
GO:00325077CervixCCmaintenance of protein location in cell21/231165/187232.03e-053.71e-0421
GO:004518510CervixCCmaintenance of protein location26/231194/187234.85e-057.34e-0426
GO:005082110CervixCCprotein stabilization43/2311191/187235.90e-058.54e-0443
GO:00181057CervixCCpeptidyl-serine phosphorylation63/2311315/187236.65e-059.47e-0463
GO:00182096CervixCCpeptidyl-serine modification66/2311338/187239.58e-051.25e-0366
GO:00725955CervixCCmaintenance of protein localization in organelle14/231142/187233.32e-043.49e-0314
GO:00097915CervixCCpost-embryonic development20/231180/187231.40e-031.10e-0220
GO:00514571CervixCCmaintenance of protein location in nucleus8/231123/187234.70e-032.82e-028
GO:0031647111EsophagusESCCregulation of protein stability223/8552298/187235.76e-251.52e-22223
GO:003450418EsophagusESCCprotein localization to nucleus211/8552290/187234.06e-216.60e-19211
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:0050821111EsophagusESCCprotein stabilization140/8552191/187236.50e-153.61e-13140
GO:0045185111EsophagusESCCmaintenance of protein location71/855294/187233.41e-097.24e-0871
GO:0051235110EsophagusESCCmaintenance of location200/8552327/187231.01e-082.02e-07200
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0411023EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa0411033EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa041102LiverHCCCell cycle106/4020157/84652.54e-073.04e-061.69e-06106
hsa041103LiverHCCCell cycle106/4020157/84652.54e-073.04e-061.69e-06106
hsa041108Oral cavityOSCCCell cycle118/3704157/84657.15e-162.66e-141.35e-14118
hsa0411015Oral cavityOSCCCell cycle118/3704157/84657.15e-162.66e-141.35e-14118
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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
ORC3SNVMissense_Mutationnovelc.951N>Gp.His317Glnp.H317QQ9UBD5protein_codingdeleterious(0)probably_damaging(0.917)TCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
ORC3SNVMissense_Mutationc.992N>Tp.Ser331Phep.S331FQ9UBD5protein_codingdeleterious(0.01)possibly_damaging(0.898)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ORC3SNVMissense_Mutationc.223G>Ap.Glu75Lysp.E75KQ9UBD5protein_codingtolerated(0.52)benign(0.003)TCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ORC3SNVMissense_Mutationc.2011N>Ap.Glu671Lysp.E671KQ9UBD5protein_codingtolerated(0.83)benign(0.007)TCGA-GM-A2DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilPD
ORC3insertionFrame_Shift_Insnovelc.949_950insCGCTTTTGCCTCCTp.His317ProfsTer14p.H317Pfs*14Q9UBD5protein_codingTCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
ORC3SNVMissense_Mutationnovelc.167N>Ap.Ser56Tyrp.S56YQ9UBD5protein_codingtolerated(0.06)benign(0.22)TCGA-AA-A01I-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ORC3SNVMissense_Mutationnovelc.1796N>Tp.Ala599Valp.A599VQ9UBD5protein_codingdeleterious(0.04)possibly_damaging(0.701)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ORC3SNVMissense_Mutationrs146416983c.1157C>Tp.Ala386Valp.A386VQ9UBD5protein_codingtolerated(0.15)benign(0.11)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ORC3SNVMissense_Mutationrs753224272c.1316N>Gp.Tyr439Cysp.Y439CQ9UBD5protein_codingdeleterious(0)probably_damaging(0.946)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ORC3SNVMissense_Mutationc.1760N>Tp.Ala587Valp.A587VQ9UBD5protein_codingtolerated(0.45)benign(0.001)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
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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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