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: GK

Gene summary for GK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GK

Gene ID

2710

Gene nameglycerol kinase
Gene AliasGK1
CytomapXp21.2
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

B4DH54


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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
2710GKLZE20THumanEsophagusESCC2.64e-043.81e-010.0662
2710GKLZE24THumanEsophagusESCC5.03e-061.70e-010.0596
2710GKLZE21THumanEsophagusESCC1.01e-076.53e-010.0655
2710GKLZE6THumanEsophagusESCC4.44e-085.59e-010.0845
2710GKP1T-EHumanEsophagusESCC2.39e-121.35e+000.0875
2710GKP2T-EHumanEsophagusESCC1.19e-092.12e-010.1177
2710GKP8T-EHumanEsophagusESCC6.50e-051.89e-010.0889
2710GKP11T-EHumanEsophagusESCC5.83e-072.10e-010.1426
2710GKP12T-EHumanEsophagusESCC4.51e-041.21e-010.1122
2710GKP16T-EHumanEsophagusESCC4.44e-102.05e-010.1153
2710GKP21T-EHumanEsophagusESCC1.34e-062.57e-010.1617
2710GKP23T-EHumanEsophagusESCC3.73e-221.20e+000.108
2710GKP26T-EHumanEsophagusESCC2.11e-092.23e-010.1276
2710GKP27T-EHumanEsophagusESCC3.44e-071.65e-010.1055
2710GKP28T-EHumanEsophagusESCC2.08e-032.04e-010.1149
2710GKP37T-EHumanEsophagusESCC1.09e-082.47e-010.1371
2710GKP39T-EHumanEsophagusESCC5.31e-082.55e-010.0894
2710GKP47T-EHumanEsophagusESCC2.16e-061.26e-010.1067
2710GKP48T-EHumanEsophagusESCC5.79e-061.28e-010.0959
2710GKP52T-EHumanEsophagusESCC4.03e-195.76e-010.1555
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
∗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:0031330113ThyroidPTCnegative regulation of cellular catabolic process131/5968262/187236.63e-102.03e-08131
GO:0009895113ThyroidPTCnegative regulation of catabolic process154/5968320/187237.77e-102.31e-08154
GO:1901796113ThyroidPTCregulation of signal transduction by p53 class mediator58/596893/187231.38e-093.95e-0858
GO:0036293113ThyroidPTCresponse to decreased oxygen levels153/5968322/187232.71e-097.52e-08153
GO:003010020ThyroidPTCregulation of endocytosis108/5968211/187233.92e-091.04e-07108
GO:0001558111ThyroidPTCregulation of cell growth188/5968414/187234.13e-091.09e-07188
GO:1905897113ThyroidPTCregulation of response to endoplasmic reticulum stress52/596882/187234.18e-091.10e-0752
GO:0030968111ThyroidPTCendoplasmic reticulum unfolded protein response48/596874/187235.52e-091.41e-0748
GO:0042060112ThyroidPTCwound healing190/5968422/187237.72e-091.92e-07190
GO:0048545113ThyroidPTCresponse to steroid hormone158/5968339/187238.10e-092.00e-07158
GO:0001666113ThyroidPTCresponse to hypoxia145/5968307/187231.14e-082.74e-07145
GO:004580720ThyroidPTCpositive regulation of endocytosis58/5968100/187236.11e-081.28e-0658
GO:003052228ThyroidPTCintracellular receptor signaling pathway126/5968265/187236.31e-081.31e-06126
GO:001969327ThyroidPTCribose phosphate metabolic process176/5968396/187238.28e-081.70e-06176
GO:004578718ThyroidPTCpositive regulation of cell cycle144/5968313/187239.93e-081.99e-06144
GO:000915028ThyroidPTCpurine ribonucleotide metabolic process165/5968368/187231.03e-072.05e-06165
GO:007252127ThyroidPTCpurine-containing compound metabolic process182/5968416/187231.92e-073.51e-06182
GO:0033674111ThyroidPTCpositive regulation of kinase activity201/5968467/187231.95e-073.54e-06201
GO:003812720ThyroidPTCERBB signaling pathway66/5968121/187231.97e-073.54e-0666
GO:0042177113ThyroidPTCnegative regulation of protein catabolic process66/5968121/187231.97e-073.54e-0666
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa033206LiverNAFLDPPAR signaling pathway25/104375/84651.61e-066.62e-055.33e-0525
hsa0332011LiverNAFLDPPAR signaling pathway25/104375/84651.61e-066.62e-055.33e-0525
hsa0332021LiverCirrhoticPPAR signaling pathway32/253075/84651.24e-023.92e-022.42e-0232
hsa0332031LiverCirrhoticPPAR signaling pathway32/253075/84651.24e-023.92e-022.42e-0232
hsa033204LiverHCCPPAR signaling pathway48/402075/84652.83e-039.37e-035.21e-0348
hsa005615LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
hsa033205LiverHCCPPAR signaling pathway48/402075/84652.83e-039.37e-035.21e-0348
hsa0056112LiverHCCGlycerolipid metabolism41/402063/84653.59e-031.12e-026.22e-0341
hsa03320StomachGCPPAR signaling pathway18/70875/84653.26e-054.01e-042.82e-0418
hsa005614StomachGCGlycerolipid metabolism12/70863/84655.36e-033.01e-022.12e-0212
hsa033201StomachGCPPAR signaling pathway18/70875/84653.26e-054.01e-042.82e-0418
hsa0056111StomachGCGlycerolipid metabolism12/70863/84655.36e-033.01e-022.12e-0212
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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
GKSNVMissense_Mutationc.65C>Tp.Ser22Leup.S22LP32189protein_codingdeleterious(0)possibly_damaging(0.874)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GKSNVMissense_Mutationrs772353152c.1256G>Ap.Arg419Glnp.R419QP32189protein_codingtolerated(0.32)benign(0.003)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GKSNVMissense_Mutationc.11C>Tp.Ser4Leup.S4LP32189protein_codingtolerated(0.14)benign(0.012)TCGA-BH-A209-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GKSNVMissense_Mutationnovelc.1423G>Cp.Val475Leup.V475LP32189protein_codingtolerated(0.07)benign(0.075)TCGA-BH-A6R8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GKSNVMissense_Mutationnovelc.772C>Gp.Pro258Alap.P258AP32189protein_codingdeleterious(0.02)probably_damaging(0.981)TCGA-C5-A8XI-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
GKSNVMissense_Mutationrs757334363c.1403N>Tp.Ala468Valp.A468VP32189protein_codingtolerated(0.06)benign(0.287)TCGA-VS-A8QA-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GKSNVMissense_Mutationc.1654G>Tp.Ala552Serp.A552SP32189protein_codingtolerated(0.19)probably_damaging(0.997)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GKSNVMissense_Mutationc.1258N>Tp.Asp420Tyrp.D420YP32189protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
GKSNVMissense_Mutationc.1527G>Tp.Trp509Cysp.W509CP32189protein_codingdeleterious(0)probably_damaging(1)TCGA-G4-6321-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfluorouracilSD
GKSNVMissense_Mutationc.1651G>Ap.Gly551Argp.G551RP32189protein_codingtolerated(0.35)probably_damaging(0.99)TCGA-NH-A5IV-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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