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: SEC14L1

Gene summary for SEC14L1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SEC14L1

Gene ID

6397

Gene nameSEC14 like lipid binding 1
Gene AliasPRELID4A
Cytomap17q25.2-q25.3
Gene Typeprotein-coding
GO ID

GO:0002221

UniProtAcc

A5PLM6


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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
6397SEC14L1AEH-subject5HumanEndometriumAEH1.72e-358.43e-01-0.2953
6397SEC14L1EEC-subject4HumanEndometriumEEC1.31e-125.16e-01-0.2571
6397SEC14L1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.76e-06-1.23e-01-0.1869
6397SEC14L1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC8.06e-12-5.23e-02-0.1875
6397SEC14L1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC4.32e-10-5.37e-02-0.1883
6397SEC14L1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.13e-034.48e-02-0.1934
6397SEC14L1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.36e-09-1.64e-01-0.1917
6397SEC14L1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.91e-16-1.23e-01-0.1916
6397SEC14L1LZE2DHumanEsophagusHGIN8.24e-032.41e-010.0642
6397SEC14L1LZE4THumanEsophagusESCC1.60e-173.53e-010.0811
6397SEC14L1LZE7THumanEsophagusESCC1.80e-073.08e-010.0667
6397SEC14L1LZE8THumanEsophagusESCC3.08e-057.39e-020.067
6397SEC14L1LZE22THumanEsophagusESCC7.84e-063.03e-010.068
6397SEC14L1LZE24THumanEsophagusESCC1.98e-224.55e-010.0596
6397SEC14L1LZE21THumanEsophagusESCC1.80e-023.32e-010.0655
6397SEC14L1P1T-EHumanEsophagusESCC1.09e-042.77e-010.0875
6397SEC14L1P2T-EHumanEsophagusESCC4.69e-263.14e-010.1177
6397SEC14L1P4T-EHumanEsophagusESCC1.01e-142.20e-010.1323
6397SEC14L1P5T-EHumanEsophagusESCC5.29e-128.73e-020.1327
6397SEC14L1P8T-EHumanEsophagusESCC1.67e-294.75e-010.0889
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:003052210EndometriumAEHintracellular receptor signaling pathway60/2100265/187237.16e-083.77e-0660
GO:00395293EndometriumAEHRIG-I signaling pathway11/210027/187238.09e-051.21e-0311
GO:00395353EndometriumAEHregulation of RIG-I signaling pathway9/210020/187231.46e-041.94e-039
GO:00027535EndometriumAEHcytoplasmic pattern recognition receptor signaling pathway17/210060/187232.25e-042.75e-0317
GO:00096159EndometriumAEHresponse to virus63/2100367/187233.81e-044.10e-0363
GO:00027645EndometriumAEHimmune response-regulating signaling pathway76/2100468/187235.76e-045.71e-0376
GO:00395312EndometriumAEHregulation of viral-induced cytoplasmic pattern recognition receptor signaling pathway9/210024/187237.48e-047.12e-039
GO:00985864EndometriumAEHcellular response to virus20/210084/187238.14e-047.66e-0320
GO:00395282EndometriumAEHcytoplasmic pattern recognition receptor signaling pathway in response to virus11/210034/187238.45e-047.82e-0311
GO:00622074EndometriumAEHregulation of pattern recognition receptor signaling pathway23/2100105/187231.19e-031.02e-0223
GO:00026838EndometriumAEHnegative regulation of immune system process69/2100434/187231.76e-031.41e-0269
GO:00022213EndometriumAEHpattern recognition receptor signaling pathway31/2100172/187235.16e-033.23e-0231
GO:003052215EndometriumEECintracellular receptor signaling pathway65/2168265/187232.52e-091.96e-0765
GO:000275311EndometriumEECcytoplasmic pattern recognition receptor signaling pathway20/216860/187237.27e-061.67e-0420
GO:003952911EndometriumEECRIG-I signaling pathway11/216827/187231.08e-041.49e-0311
GO:000961513EndometriumEECresponse to virus66/2168367/187231.78e-042.20e-0366
GO:003953511EndometriumEECregulation of RIG-I signaling pathway9/216820/187231.87e-042.27e-039
GO:000276412EndometriumEECimmune response-regulating signaling pathway80/2168468/187232.20e-042.64e-0380
GO:003953111EndometriumEECregulation of viral-induced cytoplasmic pattern recognition receptor signaling pathway9/216824/187239.45e-048.45e-039
GO:000268313EndometriumEECnegative regulation of immune system process72/2168434/187231.04e-039.13e-0372
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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
SEC14L1SNVMissense_Mutationc.488N>Cp.Ile163Thrp.I163TQ92503protein_codingdeleterious(0)probably_damaging(0.982)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SEC14L1SNVMissense_Mutationc.841N>Gp.Leu281Valp.L281VQ92503protein_codingdeleterious(0.02)possibly_damaging(0.858)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
SEC14L1SNVMissense_Mutationnovelc.481N>Ap.Glu161Lysp.E161KQ92503protein_codingdeleterious(0)probably_damaging(0.992)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SEC14L1SNVMissense_Mutationnovelc.935N>Gp.Tyr312Cysp.Y312CQ92503protein_codingtolerated(0.17)benign(0.018)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SEC14L1SNVMissense_Mutationrs773798440c.2026N>Ap.Gly676Serp.G676SQ92503protein_codingtolerated(0.57)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SEC14L1SNVMissense_Mutationrs752687715c.1528N>Ap.Glu510Lysp.E510KQ92503protein_codingtolerated(0.07)possibly_damaging(0.738)TCGA-EA-A3QE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SEC14L1SNVMissense_Mutationnovelc.2122N>Tp.His708Tyrp.H708YQ92503protein_codingtolerated(1)benign(0.271)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SEC14L1SNVMissense_Mutationnovelc.135N>Gp.Phe45Leup.F45LQ92503protein_codingtolerated(0.63)benign(0.015)TCGA-UC-A7PD-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SEC14L1SNVMissense_Mutationrs375335873c.2098N>Ap.Ala700Thrp.A700TQ92503protein_codingtolerated(0.24)benign(0.39)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SEC14L1SNVMissense_Mutationnovelc.539N>Ap.Arg180Hisp.R180HQ92503protein_codingdeleterious(0.03)probably_damaging(0.923)TCGA-A6-3810-01Colorectumcolon 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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