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: DOLK

Gene summary for DOLK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DOLK

Gene ID

22845

Gene namedolichol kinase
Gene AliasCDG1M
Cytomap9q34.11
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A0A0S2Z597


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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
22845DOLKC04HumanOral cavityOSCC2.29e-022.83e-010.2633
22845DOLKC21HumanOral cavityOSCC3.00e-216.16e-010.2678
22845DOLKC30HumanOral cavityOSCC4.77e-341.33e+000.3055
22845DOLKC38HumanOral cavityOSCC6.85e-086.84e-010.172
22845DOLKC43HumanOral cavityOSCC1.07e-051.19e-010.1704
22845DOLKC46HumanOral cavityOSCC5.67e-052.23e-010.1673
22845DOLKC57HumanOral cavityOSCC4.60e-021.56e-010.1679
22845DOLKC06HumanOral cavityOSCC7.80e-056.57e-010.2699
22845DOLKC08HumanOral cavityOSCC1.32e-081.98e-010.1919
22845DOLKSYSMH1HumanOral cavityOSCC1.23e-071.94e-010.1127
22845DOLKSYSMH2HumanOral cavityOSCC2.33e-061.68e-010.2326
22845DOLKSYSMH3HumanOral cavityOSCC6.04e-112.42e-010.2442
22845DOLKSYSMH6HumanOral cavityOSCC2.69e-068.30e-020.1275
22845DOLKP1_cSCCHumanSkincSCC1.56e-082.91e-010.0292
22845DOLKP2_cSCCHumanSkincSCC5.59e-062.36e-01-0.024
22845DOLKP4_cSCCHumanSkincSCC8.37e-041.72e-01-0.00290000000000005
22845DOLKP10_cSCCHumanSkincSCC2.95e-082.55e-010.1017
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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:00064875Oral cavityOSCCprotein N-linked glycosylation44/730565/187232.63e-063.26e-0544
GO:00086543Oral cavityOSCCphospholipid biosynthetic process130/7305253/187233.96e-053.46e-04130
GO:0006488Oral cavityOSCCdolichol-linked oligosaccharide biosynthetic process15/730518/187231.53e-041.07e-0315
GO:00091001Oral cavityOSCCglycoprotein metabolic process185/7305387/187232.37e-041.54e-03185
GO:0006490Oral cavityOSCColigosaccharide-lipid intermediate biosynthetic process15/730519/187234.64e-042.76e-0315
GO:00091011Oral cavityOSCCglycoprotein biosynthetic process151/7305317/187231.01e-035.26e-03151
GO:00064864Oral cavityOSCCprotein glycosylation111/7305226/187231.22e-036.10e-03111
GO:00434134Oral cavityOSCCmacromolecule glycosylation111/7305226/187231.22e-036.10e-03111
GO:00700853Oral cavityOSCCglycosylation117/7305240/187231.29e-036.42e-03117
GO:00066445Oral cavityOSCCphospholipid metabolic process175/7305383/187234.21e-031.71e-02175
GO:00064877SkincSCCprotein N-linked glycosylation33/486465/187231.63e-051.99e-0433
GO:00064883SkincSCCdolichol-linked oligosaccharide biosynthetic process10/486418/187237.25e-033.44e-0210
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa005105Oral cavityOSCCN-Glycan biosynthesis39/370453/84659.77e-064.36e-052.22e-0539
hsa0051012Oral cavityOSCCN-Glycan biosynthesis39/370453/84659.77e-064.36e-052.22e-0539
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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
DOLKSNVMissense_Mutationc.1284N>Tp.Gln428Hisp.Q428HQ9UPQ8protein_codingtolerated(0.1)benign(0.003)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
DOLKSNVMissense_Mutationnovelc.962N>Gp.Lys321Argp.K321RQ9UPQ8protein_codingtolerated(0.23)benign(0.033)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DOLKSNVMissense_Mutationrs373115419c.8G>Ap.Arg3Glnp.R3QQ9UPQ8protein_codingtolerated_low_confidence(0.16)benign(0.003)TCGA-BH-A1F8-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
DOLKinsertionFrame_Shift_Insnovelc.329_330insGAGGCACTGCp.Phe110LeufsTer87p.F110Lfs*87Q9UPQ8protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
DOLKinsertionNonsense_Mutationnovelc.597_598insAGTTTGTGAGTGAGCAGGGACCTTGGAATAp.Gly199_Gly200insSerLeuTerValSerArgAspLeuGlyIlep.G199_G200insSL*VSRDLGIQ9UPQ8protein_codingTCGA-BH-A0B3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
DOLKSNVMissense_Mutationc.1057A>Gp.Ile353Valp.I353VQ9UPQ8protein_codingtolerated(0.2)benign(0.003)TCGA-IR-A3LB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
DOLKSNVMissense_Mutationnovelc.1181N>Ap.Leu394Hisp.L394HQ9UPQ8protein_codingdeleterious(0.02)probably_damaging(0.988)TCGA-UC-A7PD-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
DOLKSNVMissense_Mutationc.1114T>Gp.Phe372Valp.F372VQ9UPQ8protein_codingtolerated(0.56)benign(0.027)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
DOLKSNVMissense_Mutationc.560N>Ap.Arg187Hisp.R187HQ9UPQ8protein_codingdeleterious(0.02)probably_damaging(0.991)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DOLKSNVMissense_Mutationnovelc.871C>Ap.Leu291Ilep.L291IQ9UPQ8protein_codingtolerated(0.23)benign(0.069)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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