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: SASS6

Gene summary for SASS6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SASS6

Gene ID

163786

Gene nameSAS-6 centriolar assembly protein
Gene AliasMCPH14
Cytomap1p21.2
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q495U0


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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
163786SASS6LZE2THumanEsophagusESCC9.54e-065.58e-010.082
163786SASS6P2T-EHumanEsophagusESCC2.27e-213.76e-010.1177
163786SASS6P4T-EHumanEsophagusESCC6.27e-061.66e-010.1323
163786SASS6P5T-EHumanEsophagusESCC4.98e-102.45e-010.1327
163786SASS6P8T-EHumanEsophagusESCC4.40e-091.83e-010.0889
163786SASS6P10T-EHumanEsophagusESCC1.85e-182.80e-010.116
163786SASS6P12T-EHumanEsophagusESCC2.67e-133.42e-010.1122
163786SASS6P16T-EHumanEsophagusESCC9.35e-102.05e-010.1153
163786SASS6P17T-EHumanEsophagusESCC1.49e-021.53e-010.1278
163786SASS6P20T-EHumanEsophagusESCC3.20e-071.86e-010.1124
163786SASS6P21T-EHumanEsophagusESCC2.97e-021.14e-010.1617
163786SASS6P23T-EHumanEsophagusESCC2.33e-112.86e-010.108
163786SASS6P26T-EHumanEsophagusESCC2.17e-031.38e-010.1276
163786SASS6P27T-EHumanEsophagusESCC9.20e-061.41e-010.1055
163786SASS6P28T-EHumanEsophagusESCC6.08e-153.43e-010.1149
163786SASS6P30T-EHumanEsophagusESCC7.79e-072.51e-010.137
163786SASS6P31T-EHumanEsophagusESCC6.50e-082.49e-010.1251
163786SASS6P32T-EHumanEsophagusESCC6.74e-082.82e-010.1666
163786SASS6P36T-EHumanEsophagusESCC2.09e-072.32e-010.1187
163786SASS6P37T-EHumanEsophagusESCC2.57e-081.95e-010.1371
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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
∗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:00070982EsophagusESCCcentrosome cycle85/8552130/187234.41e-064.69e-0585
GO:00310233EsophagusESCCmicrotubule organizing center organization92/8552143/187235.04e-065.31e-0592
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
SASS6SNVMissense_Mutationc.1254N>Tp.Lys418Asnp.K418NQ6UVJ0protein_codingdeleterious(0.01)possibly_damaging(0.798)TCGA-B6-A1KN-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SASS6SNVMissense_Mutationc.544N>Gp.Arg182Glyp.R182GQ6UVJ0protein_codingdeleterious(0)benign(0.023)TCGA-B6-A1KN-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SASS6insertionFrame_Shift_Insrs778258887c.567_568insAp.Gln190ThrfsTer5p.Q190Tfs*5Q6UVJ0protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SASS6insertionNonsense_Mutationnovelc.259_260insGATCCAATCACCTACCACAGGp.Phe87delinsTerp.F87delins*Q6UVJ0protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
SASS6SNVMissense_Mutationc.457N>Tp.Leu153Phep.L153FQ6UVJ0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SASS6SNVMissense_Mutationnovelc.158A>Tp.Asp53Valp.D53VQ6UVJ0protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A9V4-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SASS6deletionFrame_Shift_Delnovelc.567delAp.Lys189AsnfsTer4p.K189Nfs*4Q6UVJ0protein_codingTCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SASS6deletionFrame_Shift_Delrs763290832c.170delTp.Leu57TyrfsTer14p.L57Yfs*14Q6UVJ0protein_codingTCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SASS6SNVMissense_Mutationrs749784408c.1640C>Tp.Ala547Valp.A547VQ6UVJ0protein_codingtolerated(0.41)benign(0.067)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SASS6SNVMissense_Mutationrs374162430c.545G>Ap.Arg182Glnp.R182QQ6UVJ0protein_codingtolerated(1)benign(0)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=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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