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: NOVA1

Gene summary for NOVA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NOVA1

Gene ID

4857

Gene nameNOVA alternative splicing regulator 1
Gene AliasNova-1
Cytomap14q12
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

P51513


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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
4857NOVA1GSM4909281HumanBreastIDC1.02e-02-1.44e-010.21
4857NOVA1GSM4909282HumanBreastIDC1.72e-05-1.53e-01-0.0288
4857NOVA1GSM4909285HumanBreastIDC8.07e-06-1.53e-010.21
4857NOVA1GSM4909286HumanBreastIDC8.07e-06-1.51e-010.1081
4857NOVA1GSM4909293HumanBreastIDC4.18e-387.18e-010.1581
4857NOVA1GSM4909294HumanBreastIDC1.08e-04-1.44e-010.2022
4857NOVA1GSM4909298HumanBreastIDC1.54e-03-1.49e-010.1551
4857NOVA1GSM4909307HumanBreastIDC1.53e-022.90e-010.1569
4857NOVA1GSM4909308HumanBreastIDC1.63e-285.86e-010.158
4857NOVA1GSM4909311HumanBreastIDC1.53e-054.29e-020.1534
4857NOVA1GSM4909319HumanBreastIDC1.72e-05-1.53e-010.1563
4857NOVA1brca1HumanBreastPrecancer8.07e-06-1.40e-01-0.0338
4857NOVA1M5HumanBreastIDC5.44e-151.08e+000.1598
4857NOVA1NCCBC14HumanBreastDCIS3.83e-02-1.53e-010.2021
4857NOVA1NCCBC5HumanBreastDCIS4.86e-02-1.53e-010.2046
4857NOVA1HTA12-15-2HumanPancreasPDAC4.45e-065.12e-010.2315
4857NOVA1HTA12-23-1HumanPancreasPDAC1.74e-141.02e+000.3405
4857NOVA1HTA12-25-1HumanPancreasPDAC1.33e-138.10e-010.313
4857NOVA1HTA12-26-1HumanPancreasPDAC1.22e-271.14e+000.3728
4857NOVA1HTA12-29-1HumanPancreasPDAC8.84e-671.15e+000.3722
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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:00083809BreastPrecancerRNA splicing65/1080434/187231.27e-122.53e-1065
GO:00434849BreastPrecancerregulation of RNA splicing34/1080148/187232.66e-124.75e-1034
GO:00003759BreastPrecancerRNA splicing, via transesterification reactions52/1080324/187231.74e-112.22e-0952
GO:00003779BreastPrecancerRNA splicing, via transesterification reactions with bulged adenosine as nucleophile51/1080320/187233.55e-114.04e-0951
GO:00003989BreastPrecancermRNA splicing, via spliceosome51/1080320/187233.55e-114.04e-0951
GO:00480249BreastPrecancerregulation of mRNA splicing, via spliceosome22/1080101/187235.29e-083.18e-0622
GO:19033118BreastPrecancerregulation of mRNA metabolic process38/1080288/187231.63e-065.97e-0538
GO:00506848BreastPrecancerregulation of mRNA processing23/1080137/187233.49e-061.13e-0423
GO:00003808BreastPrecanceralternative mRNA splicing, via spliceosome15/108077/187232.86e-056.37e-0415
GO:00003818BreastPrecancerregulation of alternative mRNA splicing, via spliceosome13/108060/187232.98e-056.58e-0413
GO:000838014BreastIDCRNA splicing73/1434434/187231.27e-101.57e-0873
GO:004348414BreastIDCregulation of RNA splicing36/1434148/187233.32e-103.77e-0836
GO:000037514BreastIDCRNA splicing, via transesterification reactions58/1434324/187239.44e-109.58e-0858
GO:000037714BreastIDCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile57/1434320/187231.60e-091.49e-0757
GO:000039814BreastIDCmRNA splicing, via spliceosome57/1434320/187231.60e-091.49e-0757
GO:004802414BreastIDCregulation of mRNA splicing, via spliceosome23/1434101/187231.74e-067.28e-0523
GO:005068413BreastIDCregulation of mRNA processing24/1434137/187231.09e-042.04e-0324
GO:190331113BreastIDCregulation of mRNA metabolic process40/1434288/187231.79e-043.01e-0340
GO:000038113BreastIDCregulation of alternative mRNA splicing, via spliceosome13/143460/187235.09e-046.65e-0313
GO:000038013BreastIDCalternative mRNA splicing, via spliceosome15/143477/187236.51e-048.04e-0315
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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
NOVA1SNVMissense_Mutationc.436N>Tp.Arg146Cysp.R146CP51513protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NOVA1SNVMissense_Mutationc.893N>Ap.Ala298Glup.A298EP51513protein_codingtolerated(0.16)possibly_damaging(0.487)TCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
NOVA1SNVMissense_Mutationc.76N>Tp.Arg26Trpp.R26WP51513protein_codingdeleterious(0)probably_damaging(0.942)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NOVA1SNVMissense_Mutationc.553C>Gp.Leu185Valp.L185VP51513protein_codingdeleterious(0)probably_damaging(0.953)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NOVA1SNVMissense_Mutationc.68N>Tp.Pro23Leup.P23LP51513protein_codingtolerated(0.05)benign(0.02)TCGA-JW-A5VI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapytopotecanPD
NOVA1SNVMissense_Mutationc.391N>Cp.Glu131Glnp.E131QP51513protein_codingtolerated(0.06)possibly_damaging(0.634)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NOVA1SNVMissense_Mutationc.1358C>Ap.Ala453Glup.A453EP51513protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-2677-01Colorectumcolon adenocarcinomaFemale>=65III/IVAncillaryleucovorinSD
NOVA1SNVMissense_Mutationrs142443593c.422N>Tp.Thr141Ilep.T141IP51513protein_codingdeleterious(0.01)benign(0.349)TCGA-A6-3810-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NOVA1SNVMissense_Mutationc.1169N>Tp.Ala390Valp.A390VP51513protein_codingtolerated(0.12)probably_damaging(0.971)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
NOVA1SNVMissense_Mutationnovelc.277N>Ap.Pro93Thrp.P93TP51513protein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-AA-3496-01Colorectumcolon adenocarcinomaFemale>=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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