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: ORC6

Gene summary for ORC6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ORC6

Gene ID

23594

Gene nameorigin recognition complex subunit 6
Gene AliasORC6L
Cytomap16q11.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A024R6R3


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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
23594ORC6LZE2THumanEsophagusESCC4.73e-035.09e-010.082
23594ORC6LZE7THumanEsophagusESCC6.13e-074.41e-010.0667
23594ORC6LZE22THumanEsophagusESCC1.57e-022.75e-010.068
23594ORC6LZE24THumanEsophagusESCC1.46e-021.44e-010.0596
23594ORC6LZE21THumanEsophagusESCC1.16e-054.03e-010.0655
23594ORC6P1T-EHumanEsophagusESCC4.62e-033.77e-010.0875
23594ORC6P2T-EHumanEsophagusESCC2.20e-174.14e-010.1177
23594ORC6P4T-EHumanEsophagusESCC1.44e-195.34e-010.1323
23594ORC6P5T-EHumanEsophagusESCC2.13e-276.46e-010.1327
23594ORC6P8T-EHumanEsophagusESCC5.79e-163.73e-010.0889
23594ORC6P10T-EHumanEsophagusESCC4.44e-082.21e-010.116
23594ORC6P12T-EHumanEsophagusESCC1.88e-112.18e-010.1122
23594ORC6P15T-EHumanEsophagusESCC3.38e-041.92e-010.1149
23594ORC6P16T-EHumanEsophagusESCC1.88e-112.90e-010.1153
23594ORC6P17T-EHumanEsophagusESCC1.49e-053.39e-010.1278
23594ORC6P20T-EHumanEsophagusESCC1.17e-041.79e-010.1124
23594ORC6P21T-EHumanEsophagusESCC4.30e-103.20e-010.1617
23594ORC6P22T-EHumanEsophagusESCC8.56e-122.93e-010.1236
23594ORC6P24T-EHumanEsophagusESCC8.56e-123.61e-010.1287
23594ORC6P26T-EHumanEsophagusESCC1.96e-052.44e-010.1276
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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
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
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:00062612EsophagusESCCDNA-dependent DNA replication100/8552151/187232.61e-073.94e-06100
GO:00062701EsophagusESCCDNA replication initiation27/855234/187236.01e-054.62e-0427
GO:00513025EsophagusESCCregulation of cell division97/8552177/187238.93e-033.12e-0297
GO:00062601LiverHCCDNA replication146/7958260/187235.68e-067.02e-05146
GO:0006261LiverHCCDNA-dependent DNA replication80/7958151/187235.91e-032.44e-0280
GO:00062603Oral cavityOSCCDNA replication159/7305260/187233.25e-131.59e-11159
GO:00062611Oral cavityOSCCDNA-dependent DNA replication84/7305151/187232.46e-052.30e-0484
GO:0006270Oral cavityOSCCDNA replication initiation25/730534/187234.63e-053.90e-0425
GO:00513024Oral cavityOSCCregulation of cell division87/7305177/187233.75e-031.55e-0287
GO:000626012SkincSCCDNA replication106/4864260/187231.18e-072.77e-06106
GO:00513026SkincSCCregulation of cell division61/4864177/187237.34e-033.47e-0261
GO:000626013ThyroidATCDNA replication124/6293260/187231.58e-061.93e-05124
GO:00513027ThyroidATCregulation of cell division80/6293177/187238.54e-044.68e-0380
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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
ORC6SNVMissense_Mutationnovelc.754N>Cp.Glu252Glnp.E252QQ9Y5N6protein_codingdeleterious_low_confidence(0.04)benign(0.012)TCGA-VS-A8EK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ORC6SNVMissense_Mutationnovelc.543N>Tp.Lys181Asnp.K181NQ9Y5N6protein_codingdeleterious(0)probably_damaging(0.937)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ORC6SNVMissense_Mutationnovelc.648G>Tp.Glu216Aspp.E216DQ9Y5N6protein_codingtolerated(0.59)benign(0)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ORC6SNVMissense_Mutationnovelc.132G>Tp.Glu44Aspp.E44DQ9Y5N6protein_codingtolerated(0.32)benign(0.03)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ORC6SNVMissense_Mutationnovelc.513N>Gp.Ile171Metp.I171MQ9Y5N6protein_codingdeleterious(0.02)benign(0.053)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ORC6SNVMissense_Mutationrs376209987c.592N>Tp.Arg198Trpp.R198WQ9Y5N6protein_codingtolerated(0.08)benign(0.2)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ORC6deletionFrame_Shift_Delrs35441257c.501delNp.Ala170LeufsTer10p.A170Lfs*10Q9Y5N6protein_codingTCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
ORC6SNVMissense_Mutationc.119C>Tp.Ala40Valp.A40VQ9Y5N6protein_codingdeleterious(0.02)possibly_damaging(0.784)TCGA-AP-A0LG-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ORC6SNVMissense_Mutationnovelc.142N>Ap.Ala48Thrp.A48TQ9Y5N6protein_codingdeleterious(0.04)probably_damaging(0.911)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ORC6SNVMissense_Mutationnovelc.737C>Tp.Ala246Valp.A246VQ9Y5N6protein_codingdeleterious(0.02)possibly_damaging(0.702)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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