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: HAUS1

Gene summary for HAUS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HAUS1

Gene ID

115106

Gene nameHAUS augmin like complex subunit 1
Gene AliasCCDC5
Cytomap18q21.1
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q96CS2


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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
115106HAUS1C06HumanOral cavityOSCC1.04e-058.56e-010.2699
115106HAUS1C08HumanOral cavityOSCC3.34e-237.11e-010.1919
115106HAUS1LN22HumanOral cavityOSCC6.23e-099.82e-010.1733
115106HAUS1LN38HumanOral cavityOSCC7.14e-038.75e-010.168
115106HAUS1LN46HumanOral cavityOSCC4.75e-258.06e-010.1666
115106HAUS1LP15HumanOral cavityLP1.54e-037.01e-010.2174
115106HAUS1LP17HumanOral cavityLP7.00e-076.61e-010.2349
115106HAUS1SYSMH2HumanOral cavityOSCC1.27e-104.07e-010.2326
115106HAUS1SYSMH3HumanOral cavityOSCC2.69e-104.25e-010.2442
115106HAUS1P1_cSCCHumanSkincSCC1.55e-237.70e-010.0292
115106HAUS1P2_cSCCHumanSkincSCC4.48e-225.79e-01-0.024
115106HAUS1P4_cSCCHumanSkincSCC1.47e-348.42e-01-0.00290000000000005
115106HAUS1P10_cSCCHumanSkincSCC1.99e-441.04e+000.1017
115106HAUS1male-WTAHumanThyroidPTC1.22e-084.45e-020.1037
115106HAUS1PTC01HumanThyroidPTC1.68e-074.58e-020.1899
115106HAUS1PTC05HumanThyroidPTC2.68e-061.94e-010.2065
115106HAUS1PTC06HumanThyroidPTC8.70e-132.34e-010.2057
115106HAUS1PTC07HumanThyroidPTC9.34e-091.21e-010.2044
115106HAUS1ATC13HumanThyroidATC2.67e-172.84e-010.34
115106HAUS1ATC2HumanThyroidATC3.99e-096.78e-010.34
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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
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:000705114EsophagusESCCspindle organization134/8552184/187235.70e-142.87e-12134
GO:00512256EsophagusESCCspindle assembly85/8552117/187232.72e-095.98e-0885
GO:00070982EsophagusESCCcentrosome cycle85/8552130/187234.41e-064.69e-0585
GO:00310233EsophagusESCCmicrotubule organizing center organization92/8552143/187235.04e-065.31e-0592
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
GO:000705113Oral cavityLPspindle organization72/4623184/187239.67e-061.78e-0472
GO:005122512Oral cavityLPspindle assembly42/4623117/187234.39e-032.80e-0242
GO:000705115SkincSCCspindle organization96/4864184/187232.59e-141.77e-1296
GO:005122513SkincSCCspindle assembly60/4864117/187234.15e-091.41e-0760
GO:00310234SkincSCCmicrotubule organizing center organization58/4864143/187239.47e-058.83e-0458
GO:00070983SkincSCCcentrosome cycle53/4864130/187231.59e-041.39e-0353
GO:000705116ThyroidPTCspindle organization92/5968184/187232.21e-073.92e-0692
GO:005122514ThyroidPTCspindle assembly56/5968117/187232.17e-041.60e-0356
GO:00310235ThyroidPTCmicrotubule organizing center organization65/5968143/187234.48e-042.96e-0365
GO:00070984ThyroidPTCcentrosome cycle59/5968130/187238.39e-045.16e-0359
GO:000705122ThyroidATCspindle organization109/6293184/187237.99e-133.46e-11109
GO:005122521ThyroidATCspindle assembly66/6293117/187233.28e-074.88e-0666
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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
HAUS1SNVMissense_Mutationc.148G>Tp.Asp50Tyrp.D50YQ96CS2protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A8-A079-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
HAUS1SNVMissense_Mutationnovelc.454N>Cp.Val152Leup.V152LQ96CS2protein_codingtolerated(0.08)benign(0.015)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
HAUS1SNVMissense_Mutationc.705G>Tp.Lys235Asnp.K235NQ96CS2protein_codingdeleterious(0.02)probably_damaging(0.956)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HAUS1SNVMissense_Mutationc.732N>Tp.Leu244Phep.L244FQ96CS2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HAUS1SNVMissense_Mutationc.61N>Ap.Asp21Asnp.D21NQ96CS2protein_codingtolerated(0.37)benign(0.027)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
HAUS1SNVMissense_Mutationrs766441279c.95N>Ap.Arg32Glnp.R32QQ96CS2protein_codingtolerated(0.07)benign(0.308)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HAUS1SNVMissense_Mutationc.146N>Tp.Arg49Metp.R49MQ96CS2protein_codingdeleterious(0)probably_damaging(0.947)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HAUS1SNVMissense_Mutationrs769854055c.743C>Tp.Pro248Leup.P248LQ96CS2protein_codingtolerated(0.13)benign(0.073)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HAUS1SNVMissense_Mutationrs570163326c.533N>Ap.Arg178Hisp.R178HQ96CS2protein_codingtolerated(0.13)benign(0.031)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HAUS1SNVMissense_Mutationc.521N>Cp.Lys174Thrp.K174TQ96CS2protein_codingtolerated(0.09)benign(0.109)TCGA-AP-A056-01Endometriumuterine 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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