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: SAYSD1

Gene summary for SAYSD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SAYSD1

Gene ID

55776

Gene nameSAYSVFN motif domain containing 1
Gene AliasC6orf64
Cytomap6p21.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9NPB0


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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
55776SAYSD1LZE2THumanEsophagusESCC1.77e-089.59e-010.082
55776SAYSD1LZE4THumanEsophagusESCC2.03e-041.71e-010.0811
55776SAYSD1LZE22THumanEsophagusESCC5.92e-073.74e-010.068
55776SAYSD1LZE24THumanEsophagusESCC2.77e-133.07e-010.0596
55776SAYSD1LZE6THumanEsophagusESCC2.73e-032.09e-010.0845
55776SAYSD1P1T-EHumanEsophagusESCC2.11e-032.54e-010.0875
55776SAYSD1P2T-EHumanEsophagusESCC3.17e-212.51e-010.1177
55776SAYSD1P4T-EHumanEsophagusESCC1.70e-204.40e-010.1323
55776SAYSD1P5T-EHumanEsophagusESCC9.56e-081.62e-010.1327
55776SAYSD1P8T-EHumanEsophagusESCC5.96e-152.95e-010.0889
55776SAYSD1P9T-EHumanEsophagusESCC1.03e-102.43e-010.1131
55776SAYSD1P10T-EHumanEsophagusESCC2.83e-193.05e-010.116
55776SAYSD1P11T-EHumanEsophagusESCC3.25e-063.08e-010.1426
55776SAYSD1P12T-EHumanEsophagusESCC1.80e-152.75e-010.1122
55776SAYSD1P15T-EHumanEsophagusESCC1.60e-112.00e-010.1149
55776SAYSD1P16T-EHumanEsophagusESCC1.54e-142.62e-010.1153
55776SAYSD1P17T-EHumanEsophagusESCC1.04e-052.28e-010.1278
55776SAYSD1P19T-EHumanEsophagusESCC4.82e-043.64e-010.1662
55776SAYSD1P20T-EHumanEsophagusESCC1.21e-081.97e-010.1124
55776SAYSD1P21T-EHumanEsophagusESCC5.96e-172.84e-010.1617
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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
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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
SAYSD1insertionNonsense_Mutationnovelc.144_145insTTCACTCCGAATTGAGTTATCGTGACGCCCTGTGGCATTGGGp.Leu48_Lys49insPheThrProAsnTerValIleValThrProCysGlyIleGlyp.L48_K49insFTPN*VIVTPCGIGQ9NPB0protein_codingTCGA-A8-A09X-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SAYSD1insertionNonsense_Mutationnovelc.54_55insATCACAAGTAGCAGTAATTAAAACTTCp.Ala18_Ala19insIleThrSerSerSerAsnTerAsnPhep.A18_A19insITSSSN*NFQ9NPB0protein_codingTCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SAYSD1insertionNonsense_Mutationnovelc.144_145insTTATTCACTCCGAATTGAGTTATCGTGACGCCCTGTGGCATTGGGp.Leu48_Lys49insLeuPheThrProAsnTerValIleValThrProCysGlyIleGlyp.L48_K49insLFTPN*VIVTPCGIGQ9NPB0protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
SAYSD1SNVMissense_Mutationnovelc.352N>Ap.Glu118Lysp.E118KQ9NPB0protein_codingdeleterious(0)possibly_damaging(0.836)TCGA-VS-AA62-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SAYSD1SNVMissense_Mutationnovelc.80N>Ap.Gly27Aspp.G27DQ9NPB0protein_codingtolerated(0.4)benign(0.011)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SAYSD1SNVMissense_Mutationc.422N>Tp.Pro141Leup.P141LQ9NPB0protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AA-3956-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SAYSD1SNVMissense_Mutationrs756967804c.451G>Ap.Ala151Thrp.A151TQ9NPB0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SAYSD1SNVMissense_Mutationc.128C>Tp.Ala43Valp.A43VQ9NPB0protein_codingtolerated(0.34)benign(0.003)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SAYSD1SNVMissense_Mutationnovelc.268N>Tp.Pro90Serp.P90SQ9NPB0protein_codingtolerated(0.51)benign(0.033)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
SAYSD1SNVMissense_Mutationnovelc.319N>Ap.Leu107Ilep.L107IQ9NPB0protein_codingdeleterious(0.02)possibly_damaging(0.538)TCGA-E6-A1LX-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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