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:19908455ThyroidHTadaptive thermogenesis22/1272157/187239.54e-049.83e-0322
GO:00016595ThyroidHTtemperature homeostasis23/1272174/187231.64e-031.50e-0223
GO:01061067ThyroidHTcold-induced thermogenesis20/1272144/187231.77e-031.59e-0220
GO:01201617ThyroidHTregulation of cold-induced thermogenesis20/1272144/187231.77e-031.59e-0220
GO:0008380113ThyroidPTCRNA splicing273/5968434/187234.44e-411.40e-37273
GO:0000375113ThyroidPTCRNA splicing, via transesterification reactions202/5968324/187236.81e-303.91e-27202
GO:0000377113ThyroidPTCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile199/5968320/187232.96e-291.44e-26199
GO:0000398113ThyroidPTCmRNA splicing, via spliceosome199/5968320/187232.96e-291.44e-26199
GO:1903311112ThyroidPTCregulation of mRNA metabolic process181/5968288/187231.60e-275.94e-25181
GO:0050684112ThyroidPTCregulation of mRNA processing98/5968137/187231.53e-213.10e-1998
GO:0043484113ThyroidPTCregulation of RNA splicing102/5968148/187232.03e-203.21e-18102
GO:0048024113ThyroidPTCregulation of mRNA splicing, via spliceosome71/5968101/187232.39e-151.71e-1371
GO:0000380111ThyroidPTCalternative mRNA splicing, via spliceosome51/596877/187236.09e-101.92e-0851
GO:0000381111ThyroidPTCregulation of alternative mRNA splicing, via spliceosome37/596860/187231.93e-062.64e-0537
GO:010610613ThyroidPTCcold-induced thermogenesis61/5968144/187235.08e-032.35e-0261
GO:012016113ThyroidPTCregulation of cold-induced thermogenesis61/5968144/187235.08e-032.35e-0261
GO:199084513ThyroidPTCadaptive thermogenesis64/5968157/187231.14e-024.50e-0264
GO:000838034ThyroidATCRNA splicing270/6293434/187237.50e-351.19e-31270
GO:000037534ThyroidATCRNA splicing, via transesterification reactions200/6293324/187231.75e-257.39e-23200
GO:000037734ThyroidATCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile197/6293320/187236.54e-252.18e-22197
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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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