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: HOOK2

Gene summary for HOOK2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HOOK2

Gene ID

29911

Gene namehook microtubule tethering protein 2
Gene AliasHK2
Cytomap19p13.13
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q96ED9


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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
29911HOOK2SYSMH3HumanOral cavityOSCC5.02e-176.60e-010.2442
29911HOOK2SYSMH4HumanOral cavityOSCC7.25e-083.43e-010.1226
29911HOOK2SYSMH6HumanOral cavityOSCC2.44e-124.38e-010.1275
29911HOOK2P4_S8_cSCCHumanSkincSCC9.24e-093.21e-01-0.3095
29911HOOK2P5_S10_cSCCHumanSkincSCC3.73e-051.25e-01-0.299
29911HOOK2P1_cSCCHumanSkincSCC2.03e-311.20e+000.0292
29911HOOK2P2_cSCCHumanSkincSCC9.16e-297.65e-01-0.024
29911HOOK2P4_cSCCHumanSkincSCC1.01e-205.19e-01-0.00290000000000005
29911HOOK2P10_cSCCHumanSkincSCC1.26e-135.60e-010.1017
29911HOOK2cSCC_p1HumanSkincSCC1.33e-052.96e-01-0.1916
29911HOOK2cSCC_p8HumanSkincSCC3.57e-061.91e-01-0.1971
29911HOOK2Pat01-BHumanStomachGC3.85e-183.57e-010.5754
29911HOOK2Pat02-BHumanStomachGC2.35e-222.67e-010.0368
29911HOOK2Pat03-BHumanStomachGC2.39e-213.70e-010.3693
29911HOOK2Pat04-BHumanStomachGC8.25e-173.21e-01-0.1483
29911HOOK2Pat05-BHumanStomachGC1.62e-133.69e-01-0.0353
29911HOOK2Pat06-BHumanStomachGC3.60e-212.47e-01-0.1961
29911HOOK2Pat07-BHumanStomachGC4.66e-022.40e-010.0935
29911HOOK2Pat10-BHumanStomachGC3.82e-022.59e-010.084
29911HOOK2Pat11-BHumanStomachGC5.46e-092.52e-01-0.182
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:0016482ColorectumADcytosolic transport68/3918168/187236.00e-093.72e-0768
GO:0016050ColorectumADvesicle organization101/3918300/187231.65e-077.17e-06101
GO:0007034ColorectumADvacuolar transport60/3918157/187234.97e-071.85e-0560
GO:0007032ColorectumADendosome organization33/391882/187235.30e-059.01e-0433
GO:0007041ColorectumADlysosomal transport42/3918114/187236.61e-051.07e-0342
GO:0098927ColorectumADvesicle-mediated transport between endosomal compartments19/391843/187235.03e-045.43e-0319
GO:0030705ColorectumADcytoskeleton-dependent intracellular transport60/3918195/187237.56e-047.59e-0360
GO:0045022ColorectumADearly endosome to late endosome transport17/391840/187231.66e-031.38e-0217
GO:0007033ColorectumADvacuole organization53/3918180/187234.18e-032.89e-0253
GO:00164821ColorectumSERcytosolic transport46/2897168/187235.20e-051.25e-0346
GO:00070341ColorectumSERvacuolar transport43/2897157/187238.92e-051.93e-0343
GO:00160501ColorectumSERvesicle organization69/2897300/187233.59e-045.61e-0369
GO:00989271ColorectumSERvesicle-mediated transport between endosomal compartments16/289743/187234.18e-046.17e-0316
GO:00070321ColorectumSERendosome organization24/289782/187231.11e-031.28e-0224
GO:00450221ColorectumSERearly endosome to late endosome transport14/289740/187231.88e-031.90e-0214
GO:00307051ColorectumSERcytoskeleton-dependent intracellular transport44/2897195/187235.53e-034.09e-0244
GO:00160502ColorectumMSSvesicle organization93/3467300/187231.04e-074.97e-0693
GO:00164822ColorectumMSScytosolic transport59/3467168/187232.29e-079.79e-0659
GO:00070342ColorectumMSSvacuolar transport52/3467157/187238.25e-062.07e-0452
GO:00070411ColorectumMSSlysosomal transport36/3467114/187235.38e-046.04e-0336
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
HOOK2SNVMissense_Mutationnovelc.2017G>Tp.Ala673Serp.A673SQ96ED9protein_codingtolerated(0.13)probably_damaging(0.953)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
HOOK2SNVMissense_Mutationnovelc.2016G>Tp.Met672Ilep.M672IQ96ED9protein_codingdeleterious(0.03)benign(0.055)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
HOOK2SNVMissense_Mutationrs750079184c.1283C>Tp.Pro428Leup.P428LQ96ED9protein_codingdeleterious(0.02)possibly_damaging(0.691)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
HOOK2SNVMissense_Mutationrs560204067c.422C>Tp.Ser141Leup.S141LQ96ED9protein_codingdeleterious(0.01)probably_damaging(0.983)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
HOOK2SNVMissense_Mutationc.151G>Ap.Glu51Lysp.E51KQ96ED9protein_codingdeleterious(0.04)benign(0.374)TCGA-C8-A12Q-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
HOOK2SNVMissense_Mutationc.886G>Ap.Glu296Lysp.E296KQ96ED9protein_codingdeleterious(0)probably_damaging(0.966)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
HOOK2insertionFrame_Shift_Insnovelc.1708_1709insATGGp.Pro570HisfsTer4p.P570Hfs*4Q96ED9protein_codingTCGA-A2-A0CU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
HOOK2insertionIn_Frame_Insnovelc.1707_1708insGCCTGGGCTCCACCCACCCTGGCTTCCTCCAGCTCAp.Pro569_Pro570insAlaTrpAlaProProThrLeuAlaSerSerSerSerp.P569_P570insAWAPPTLASSSSQ96ED9protein_codingTCGA-A2-A0CU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
HOOK2insertionNonsense_Mutationnovelc.1870_1871insACCAATAGCACp.Ala624AspfsTer3p.A624Dfs*3Q96ED9protein_codingTCGA-A8-A0A9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
HOOK2SNVMissense_Mutationnovelc.1955N>Tp.Ser652Ilep.S652IQ96ED9protein_codingtolerated(0.1)possibly_damaging(0.506)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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