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: SUPV3L1

Gene summary for SUPV3L1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SUPV3L1

Gene ID

6832

Gene nameSuv3 like RNA helicase
Gene AliasSUV3
Cytomap10q22.1
Gene Typeprotein-coding
GO ID

GO:0000957

UniProtAcc

B7Z611


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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
6832SUPV3L1LZE2THumanEsophagusESCC1.27e-022.57e-010.082
6832SUPV3L1LZE4THumanEsophagusESCC2.30e-092.30e-010.0811
6832SUPV3L1LZE7THumanEsophagusESCC1.45e-031.25e-010.0667
6832SUPV3L1LZE8THumanEsophagusESCC1.85e-036.11e-020.067
6832SUPV3L1LZE20THumanEsophagusESCC3.49e-046.95e-020.0662
6832SUPV3L1LZE24THumanEsophagusESCC4.96e-162.55e-010.0596
6832SUPV3L1LZE6THumanEsophagusESCC4.23e-031.29e-010.0845
6832SUPV3L1P1T-EHumanEsophagusESCC5.29e-032.25e-010.0875
6832SUPV3L1P2T-EHumanEsophagusESCC8.48e-254.53e-010.1177
6832SUPV3L1P4T-EHumanEsophagusESCC1.52e-244.33e-010.1323
6832SUPV3L1P5T-EHumanEsophagusESCC1.85e-172.28e-010.1327
6832SUPV3L1P8T-EHumanEsophagusESCC1.00e-111.67e-010.0889
6832SUPV3L1P9T-EHumanEsophagusESCC4.76e-076.31e-020.1131
6832SUPV3L1P10T-EHumanEsophagusESCC2.80e-151.09e-010.116
6832SUPV3L1P11T-EHumanEsophagusESCC2.00e-103.72e-010.1426
6832SUPV3L1P12T-EHumanEsophagusESCC2.64e-273.90e-010.1122
6832SUPV3L1P15T-EHumanEsophagusESCC2.04e-172.99e-010.1149
6832SUPV3L1P16T-EHumanEsophagusESCC9.81e-203.27e-010.1153
6832SUPV3L1P17T-EHumanEsophagusESCC2.52e-031.00e-010.1278
6832SUPV3L1P20T-EHumanEsophagusESCC5.38e-213.72e-010.1124
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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:0009896111EsophagusESCCpositive regulation of catabolic process332/8552492/187234.36e-239.22e-21332
GO:0031331111EsophagusESCCpositive regulation of cellular catabolic process292/8552427/187238.67e-221.53e-19292
GO:0006401110EsophagusESCCRNA catabolic process204/8552278/187233.39e-215.66e-19204
GO:014005313EsophagusESCCmitochondrial gene expression93/8552108/187231.96e-182.03e-1693
GO:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
GO:0006402110EsophagusESCCmRNA catabolic process170/8552232/187238.70e-188.00e-16170
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:0016049110EsophagusESCCcell growth289/8552482/187231.29e-103.77e-09289
GO:000155819EsophagusESCCregulation of cell growth248/8552414/187232.97e-096.45e-08248
GO:00009592EsophagusESCCmitochondrial RNA metabolic process39/855249/187231.20e-061.49e-0539
GO:00009631EsophagusESCCmitochondrial RNA processing19/855220/187233.83e-064.14e-0519
GO:003239214EsophagusESCCDNA geometric change62/855290/187237.02e-067.04e-0562
GO:003250813EsophagusESCCDNA duplex unwinding58/855284/187231.23e-051.14e-0458
GO:00311233EsophagusESCCRNA 3'-end processing76/8552116/187231.25e-051.15e-0476
GO:003030710EsophagusESCCpositive regulation of cell growth100/8552166/187231.07e-047.55e-04100
GO:00710252EsophagusESCCRNA surveillance14/855215/187231.47e-049.85e-0414
GO:00705848EsophagusESCCmitochondrion morphogenesis18/855221/187231.81e-041.16e-0318
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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
SUPV3L1SNVMissense_Mutationrs776187314c.724N>Ap.Glu242Lysp.E242KQ8IYB8protein_codingtolerated(0.72)benign(0.006)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SUPV3L1SNVMissense_Mutationnovelc.952N>Ap.His318Asnp.H318NQ8IYB8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SUPV3L1SNVMissense_Mutationc.1427N>Tp.Ser476Leup.S476LQ8IYB8protein_codingdeleterious(0)benign(0.04)TCGA-EW-A1OV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinSD
SUPV3L1insertionNonsense_Mutationnovelc.333_334insCAATAACAGGCCCAGCTAATTTTTGTATTTTTAGTAGAGACGGGp.Asp112GlnfsTer2p.D112Qfs*2Q8IYB8protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SUPV3L1insertionFrame_Shift_Insnovelc.1175_1176insTp.Ala393SerfsTer20p.A393Sfs*20Q8IYB8protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
SUPV3L1insertionIn_Frame_Insnovelc.1178_1179insACCAAGAGTCCTCCATTCTGGGGAACCCATTAGTCCTAGACAAACp.Ala393_Val394insProArgValLeuHisSerGlyGluProIleSerProArgGlnThrp.A393_V394insPRVLHSGEPISPRQTQ8IYB8protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
SUPV3L1insertionFrame_Shift_Insnovelc.931_931+1insCTCCAAAp.Gly311AlafsTer7p.G311Afs*7Q8IYB8protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
SUPV3L1SNVMissense_Mutationc.1873C>Tp.Leu625Phep.L625FQ8IYB8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
SUPV3L1SNVMissense_Mutationc.85N>Tp.Arg29Cysp.R29CQ8IYB8protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.549)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SUPV3L1SNVMissense_Mutationc.2254N>Cp.Glu752Glnp.E752QQ8IYB8protein_codingtolerated(1)benign(0)TCGA-EX-A1H6-01Cervixcervical & endocervical cancerFemale<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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