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: NCS1

Gene summary for NCS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NCS1

Gene ID

23413

Gene nameneuronal calcium sensor 1
Gene AliasFLUP
Cytomap9q34.11
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

P62166


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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
23413NCS1LZE7THumanEsophagusESCC1.34e-021.60e-010.0667
23413NCS1LZE6THumanEsophagusESCC8.48e-041.37e-010.0845
23413NCS1P4T-EHumanEsophagusESCC1.47e-078.76e-020.1323
23413NCS1P8T-EHumanEsophagusESCC3.40e-051.89e-010.0889
23413NCS1P9T-EHumanEsophagusESCC3.68e-056.62e-020.1131
23413NCS1P10T-EHumanEsophagusESCC2.11e-062.05e-010.116
23413NCS1P11T-EHumanEsophagusESCC2.13e-032.31e-010.1426
23413NCS1P15T-EHumanEsophagusESCC1.38e-041.90e-010.1149
23413NCS1P17T-EHumanEsophagusESCC4.28e-062.34e-010.1278
23413NCS1P19T-EHumanEsophagusESCC2.59e-032.15e-010.1662
23413NCS1P21T-EHumanEsophagusESCC2.60e-184.29e-010.1617
23413NCS1P28T-EHumanEsophagusESCC5.85e-048.92e-020.1149
23413NCS1P30T-EHumanEsophagusESCC1.45e-074.03e-010.137
23413NCS1P31T-EHumanEsophagusESCC1.10e-143.19e-010.1251
23413NCS1P32T-EHumanEsophagusESCC7.55e-132.69e-010.1666
23413NCS1P37T-EHumanEsophagusESCC5.37e-102.54e-010.1371
23413NCS1P40T-EHumanEsophagusESCC7.65e-037.53e-020.109
23413NCS1P42T-EHumanEsophagusESCC4.94e-038.28e-020.1175
23413NCS1P48T-EHumanEsophagusESCC6.07e-037.81e-020.0959
23413NCS1P52T-EHumanEsophagusESCC6.25e-092.05e-010.1555
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:001097516EsophagusESCCregulation of neuron projection development240/8552445/187232.48e-041.53e-03240
GO:001097510Oral cavityOSCCregulation of neuron projection development210/7305445/187232.35e-041.52e-03210
GO:001097521Oral cavityNEOLPregulation of neuron projection development77/2005445/187231.44e-052.53e-0477
GO:001097517SkinAKregulation of neuron projection development79/1910445/187236.49e-072.23e-0579
GO:001097522SkincSCCregulation of neuron projection development141/4864445/187233.72e-031.99e-02141
GO:0010975110ThyroidPTCregulation of neuron projection development194/5968445/187231.05e-072.08e-06194
GO:001097523ThyroidATCregulation of neuron projection development212/6293445/187234.16e-101.14e-08212
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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
NCS1SNVMissense_Mutationc.284N>Ap.Gly95Glup.G95EP62166protein_codingdeleterious(0)probably_damaging(0.986)TCGA-C8-A275-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NCS1SNVMissense_Mutationc.246C>Ap.Phe82Leup.F82LP62166protein_codingdeleterious(0)probably_damaging(0.973)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
NCS1SNVMissense_Mutationrs781937299c.263C>Tp.Ala88Valp.A88VP62166protein_codingdeleterious(0.03)probably_damaging(0.99)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
NCS1SNVMissense_Mutationrs200938140c.236N>Ap.Arg79Glnp.R79QP62166protein_codingtolerated(0.26)benign(0.015)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NCS1SNVMissense_Mutationnovelc.500N>Gp.Gln167Argp.Q167RP62166protein_codingdeleterious(0.04)benign(0.081)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NCS1SNVMissense_Mutationc.196N>Gp.Thr66Alap.T66AP62166protein_codingtolerated(0.28)benign(0)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
NCS1SNVMissense_Mutationc.246N>Ap.Phe82Leup.F82LP62166protein_codingdeleterious(0)probably_damaging(0.973)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
NCS1SNVMissense_Mutationc.331N>Tp.Asp111Tyrp.D111YP62166protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
NCS1SNVMissense_Mutationrs370911031c.305N>Ap.Arg102Glnp.R102QP62166protein_codingtolerated(0.45)benign(0.001)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NCS1SNVMissense_Mutationrs781937299c.263N>Tp.Ala88Valp.A88VP62166protein_codingdeleterious(0.03)probably_damaging(0.99)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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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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