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: NSFL1C

Gene summary for NSFL1C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NSFL1C

Gene ID

55968

Gene nameNSFL1 cofactor
Gene AliasP47
Cytomap20p13
Gene Typeprotein-coding
GO ID

GO:0000045

UniProtAcc

Q53FE8


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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
55968NSFL1CHTA11_347_2000001011HumanColorectumAD1.78e-113.58e-01-0.1954
55968NSFL1CHTA11_2112_2000001011HumanColorectumSER2.20e-026.25e-01-0.2196
55968NSFL1CHTA11_3361_2000001011HumanColorectumAD1.35e-033.57e-01-0.1207
55968NSFL1CHTA11_696_2000001011HumanColorectumAD2.02e-094.09e-01-0.1464
55968NSFL1CHTA11_866_2000001011HumanColorectumAD7.72e-031.98e-01-0.1001
55968NSFL1CHTA11_1391_2000001011HumanColorectumAD2.91e-145.74e-01-0.059
55968NSFL1CHTA11_5212_2000001011HumanColorectumAD3.55e-023.78e-01-0.2061
55968NSFL1CHTA11_546_2000001011HumanColorectumAD1.29e-023.09e-01-0.0842
55968NSFL1CHTA11_866_3004761011HumanColorectumAD8.82e-185.85e-010.096
55968NSFL1CHTA11_7696_3000711011HumanColorectumAD3.15e-073.05e-010.0674
55968NSFL1CHTA11_6818_2000001021HumanColorectumAD5.48e-053.95e-010.0588
55968NSFL1CHTA11_99999970781_79442HumanColorectumMSS1.23e-094.01e-010.294
55968NSFL1CHTA11_99999965104_69814HumanColorectumMSS4.83e-116.08e-010.281
55968NSFL1CHTA11_99999971662_82457HumanColorectumMSS1.67e-042.99e-010.3859
55968NSFL1CHTA11_99999973899_84307HumanColorectumMSS1.28e-115.78e-010.2585
55968NSFL1CHTA11_99999974143_84620HumanColorectumMSS6.09e-124.40e-010.3005
55968NSFL1CA002-C-116HumanColorectumFAP4.10e-03-1.07e-01-0.0452
55968NSFL1CLZE2THumanEsophagusESCC3.94e-089.01e-010.082
55968NSFL1CLZE3DHumanEsophagusHGIN1.77e-054.79e-010.0668
55968NSFL1CLZE4THumanEsophagusESCC3.05e-229.11e-010.0811
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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:004578719ThyroidATCpositive regulation of cell cycle158/6293313/187234.18e-101.14e-08158
GO:004828512ThyroidATCorganelle fission229/6293488/187234.79e-101.29e-08229
GO:000703322ThyroidATCvacuole organization100/6293180/187231.07e-092.71e-08100
GO:000028011ThyroidATCnuclear division207/6293439/187231.98e-094.80e-08207
GO:0030010111ThyroidATCestablishment of cell polarity79/6293143/187238.08e-081.40e-0679
GO:190382816ThyroidATCnegative regulation of cellular protein localization67/6293117/187231.23e-072.06e-0667
GO:009006817ThyroidATCpositive regulation of cell cycle process115/6293236/187239.87e-071.29e-05115
GO:000004522ThyroidATCautophagosome assembly56/629399/187232.22e-062.63e-0556
GO:190503721ThyroidATCautophagosome organization57/6293103/187234.61e-065.03e-0557
GO:000703015ThyroidATCGolgi organization79/6293157/187231.07e-051.05e-0479
GO:004409114ThyroidATCmembrane biogenesis34/629355/187231.69e-051.56e-0434
GO:007170915ThyroidATCmembrane assembly31/629350/187233.66e-052.99e-0431
GO:003102311ThyroidATCmicrotubule organizing center organization71/6293143/187235.11e-053.99e-0471
GO:000709811ThyroidATCcentrosome cycle65/6293130/187237.95e-055.97e-0465
GO:007176313ThyroidATCnuclear membrane organization22/629333/187231.05e-047.56e-0422
GO:000699714ThyroidATCnucleus organization65/6293133/187231.87e-041.26e-0365
GO:000699812ThyroidATCnuclear envelope organization28/629347/187232.31e-041.49e-0328
GO:006102511ThyroidATCmembrane fusion76/6293163/187233.68e-042.27e-0376
GO:00516535ThyroidATCspindle localization31/629356/187236.60e-043.74e-0331
GO:00512932ThyroidATCestablishment of spindle localization27/629351/187233.41e-031.52e-0227
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04141ColorectumADProtein processing in endoplasmic reticulum80/2092174/84655.96e-101.25e-087.96e-0980
hsa041411ColorectumADProtein processing in endoplasmic reticulum80/2092174/84655.96e-101.25e-087.96e-0980
hsa041412ColorectumSERProtein processing in endoplasmic reticulum60/1580174/84654.20e-077.33e-065.32e-0660
hsa041413ColorectumSERProtein processing in endoplasmic reticulum60/1580174/84654.20e-077.33e-065.32e-0660
hsa041414ColorectumMSSProtein processing in endoplasmic reticulum75/1875174/84653.78e-108.44e-095.17e-0975
hsa041415ColorectumMSSProtein processing in endoplasmic reticulum75/1875174/84653.78e-108.44e-095.17e-0975
hsa041418ColorectumFAPProtein processing in endoplasmic reticulum50/1404174/84653.64e-053.68e-042.24e-0450
hsa041419ColorectumFAPProtein processing in endoplasmic reticulum50/1404174/84653.64e-053.68e-042.24e-0450
hsa04141211EsophagusESCCProtein processing in endoplasmic reticulum147/4205174/84653.29e-221.10e-195.64e-20147
hsa04141310EsophagusESCCProtein processing in endoplasmic reticulum147/4205174/84653.29e-221.10e-195.64e-20147
hsa0414114LiverCirrhoticProtein processing in endoplasmic reticulum114/2530174/84651.16e-229.67e-215.96e-21114
hsa0414115LiverCirrhoticProtein processing in endoplasmic reticulum114/2530174/84651.16e-229.67e-215.96e-21114
hsa0414122LiverHCCProtein processing in endoplasmic reticulum146/4020174/84657.34e-242.46e-211.37e-21146
hsa0414132LiverHCCProtein processing in endoplasmic reticulum146/4020174/84657.34e-242.46e-211.37e-21146
hsa0414130Oral cavityOSCCProtein processing in endoplasmic reticulum143/3704174/84656.82e-262.28e-231.16e-23143
hsa04141113Oral cavityOSCCProtein processing in endoplasmic reticulum143/3704174/84656.82e-262.28e-231.16e-23143
hsa04141210Oral cavityLPProtein processing in endoplasmic reticulum113/2418174/84658.74e-245.82e-223.76e-22113
hsa0414138Oral cavityLPProtein processing in endoplasmic reticulum113/2418174/84658.74e-245.82e-223.76e-22113
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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
NSFL1CSNVMissense_Mutationc.316N>Gp.Gln106Glup.Q106EQ9UNZ2protein_codingtolerated(0.42)benign(0.263)TCGA-A2-A25E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
NSFL1CSNVMissense_Mutationc.488C>Tp.Pro163Leup.P163LQ9UNZ2protein_codingtolerated(0.71)possibly_damaging(0.491)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
NSFL1CSNVMissense_Mutationc.179C>Tp.Ser60Leup.S60LQ9UNZ2protein_codingtolerated(0.28)benign(0.269)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
NSFL1CSNVMissense_Mutationnovelc.308N>Tp.Arg103Ilep.R103IQ9UNZ2protein_codingtolerated(0.17)possibly_damaging(0.857)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NSFL1CSNVMissense_Mutationnovelc.650N>Ap.Arg217Lysp.R217KQ9UNZ2protein_codingtolerated(0.33)benign(0.065)TCGA-EW-A3E8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
NSFL1CinsertionFrame_Shift_Insnovelc.575_576insTGCCAGCAGAGCTTCGGAGGCTAGCTCAp.Phe193AlafsTer14p.F193Afs*14Q9UNZ2protein_codingTCGA-B6-A0IN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
NSFL1CSNVMissense_Mutationnovelc.388N>Cp.Glu130Glnp.E130QQ9UNZ2protein_codingdeleterious(0.01)possibly_damaging(0.828)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NSFL1CSNVMissense_Mutationc.907N>Tp.Arg303Trpp.R303WQ9UNZ2protein_codingdeleterious(0.03)probably_damaging(0.978)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NSFL1CSNVMissense_Mutationrs756406410c.161C>Tp.Ser54Leup.S54LQ9UNZ2protein_codingtolerated(0.15)benign(0.07)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
NSFL1CSNVMissense_Mutationrs756406410c.161N>Tp.Ser54Leup.S54LQ9UNZ2protein_codingtolerated(0.15)benign(0.07)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<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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