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: HAUS6

Gene summary for HAUS6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HAUS6

Gene ID

54801

Gene nameHAUS augmin like complex subunit 6
Gene AliasDgt6
Cytomap9p22.1
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q7Z4H7


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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
54801HAUS6C04HumanOral cavityOSCC5.06e-043.45e-010.2633
54801HAUS6C21HumanOral cavityOSCC9.56e-042.05e-010.2678
54801HAUS6C30HumanOral cavityOSCC5.98e-177.90e-010.3055
54801HAUS6C38HumanOral cavityOSCC7.45e-045.17e-010.172
54801HAUS6C43HumanOral cavityOSCC6.16e-193.33e-010.1704
54801HAUS6C46HumanOral cavityOSCC1.82e-052.10e-010.1673
54801HAUS6C51HumanOral cavityOSCC5.91e-043.64e-010.2674
54801HAUS6SYSMH1HumanOral cavityOSCC1.22e-041.43e-010.1127
54801HAUS6SYSMH2HumanOral cavityOSCC1.96e-123.28e-010.2326
54801HAUS6SYSMH3HumanOral cavityOSCC3.96e-205.33e-010.2442
54801HAUS6SYSMH6HumanOral cavityOSCC5.11e-052.38e-010.1275
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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
∗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:00070517Oral cavityOSCCspindle organization117/7305184/187231.16e-114.17e-10117
GO:00512255Oral cavityOSCCspindle assembly73/7305117/187232.51e-073.96e-0673
GO:00070981Oral cavityOSCCcentrosome cycle66/7305130/187234.17e-031.70e-0266
GO:00310232Oral cavityOSCCmicrotubule organizing center organization70/7305143/187239.71e-033.44e-0270
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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
HAUS6SNVMissense_Mutationc.799N>Gp.Leu267Valp.L267VQ7Z4H7protein_codingdeleterious(0)probably_damaging(0.988)TCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
HAUS6SNVMissense_Mutationrs761923103c.979N>Gp.Gln327Glup.Q327EQ7Z4H7protein_codingtolerated(0.15)benign(0.009)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HAUS6SNVMissense_Mutationc.222N>Gp.Phe74Leup.F74LQ7Z4H7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HAUS6SNVMissense_Mutationnovelc.1764G>Cp.Leu588Phep.L588FQ7Z4H7protein_codingtolerated(0.05)possibly_damaging(0.683)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
HAUS6SNVMissense_Mutationnovelc.173N>Ap.Ser58Tyrp.S58YQ7Z4H7protein_codingdeleterious(0.01)possibly_damaging(0.668)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HAUS6SNVMissense_Mutationc.2426G>Ap.Gly809Aspp.G809DQ7Z4H7protein_codingtolerated(0.48)benign(0.009)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HAUS6SNVMissense_Mutationrs746342417c.1744C>Tp.Pro582Serp.P582SQ7Z4H7protein_codingdeleterious(0)probably_damaging(0.976)TCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
HAUS6SNVMissense_Mutationc.1649C>Gp.Ser550Cysp.S550CQ7Z4H7protein_codingdeleterious(0)probably_damaging(0.98)TCGA-B6-A0RT-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
HAUS6SNVMissense_Mutationc.1144N>Ap.Glu382Lysp.E382KQ7Z4H7protein_codingtolerated(0.49)benign(0.019)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
HAUS6SNVMissense_Mutationnovelc.1753N>Tp.Pro585Serp.P585SQ7Z4H7protein_codingdeleterious(0)probably_damaging(0.993)TCGA-D8-A4Z1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
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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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