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: ORMDL1

Gene summary for ORMDL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ORMDL1

Gene ID

94101

Gene nameORMDL sphingolipid biosynthesis regulator 1
Gene AliasORMDL1
Cytomap2q32.2
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

Q9P0S3


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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
94101ORMDL1LZE2THumanEsophagusESCC1.14e-021.00e+000.082
94101ORMDL1LZE4THumanEsophagusESCC6.61e-051.53e-010.0811
94101ORMDL1LZE7THumanEsophagusESCC3.80e-067.93e-010.0667
94101ORMDL1LZE8THumanEsophagusESCC1.93e-031.17e-010.067
94101ORMDL1LZE24THumanEsophagusESCC1.74e-188.13e-010.0596
94101ORMDL1LZE6THumanEsophagusESCC1.58e-026.12e-020.0845
94101ORMDL1P1T-EHumanEsophagusESCC8.26e-031.36e-010.0875
94101ORMDL1P2T-EHumanEsophagusESCC2.31e-224.38e-010.1177
94101ORMDL1P4T-EHumanEsophagusESCC1.24e-289.97e-010.1323
94101ORMDL1P5T-EHumanEsophagusESCC2.19e-194.86e-010.1327
94101ORMDL1P8T-EHumanEsophagusESCC1.97e-234.49e-010.0889
94101ORMDL1P9T-EHumanEsophagusESCC1.31e-144.19e-010.1131
94101ORMDL1P10T-EHumanEsophagusESCC4.20e-386.12e-010.116
94101ORMDL1P11T-EHumanEsophagusESCC6.03e-105.48e-010.1426
94101ORMDL1P12T-EHumanEsophagusESCC5.49e-347.33e-010.1122
94101ORMDL1P15T-EHumanEsophagusESCC2.45e-226.25e-010.1149
94101ORMDL1P16T-EHumanEsophagusESCC5.58e-274.99e-010.1153
94101ORMDL1P17T-EHumanEsophagusESCC3.49e-021.08e-010.1278
94101ORMDL1P19T-EHumanEsophagusESCC8.91e-045.56e-010.1662
94101ORMDL1P20T-EHumanEsophagusESCC3.84e-123.92e-010.1124
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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
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
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:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:00464673EsophagusESCCmembrane lipid biosynthetic process91/8552142/187237.19e-067.19e-0591
GO:00066652EsophagusESCCsphingolipid metabolic process96/8552155/187233.21e-052.66e-0496
GO:00301481EsophagusESCCsphingolipid biosynthetic process62/8552103/187232.10e-039.38e-0362
GO:00066721EsophagusESCCceramide metabolic process61/8552102/187232.82e-031.19e-0261
GO:0046513EsophagusESCCceramide biosynthetic process40/855265/187237.25e-032.63e-0240
GO:003424914EsophagusESCCnegative regulation of cellular amide metabolic process144/8552273/187231.08e-023.67e-02144
GO:00192168EsophagusESCCregulation of lipid metabolic process172/8552331/187231.20e-024.02e-02172
GO:005508811LiverCirrhoticlipid homeostasis74/4634167/187232.46e-088.51e-0774
GO:001921611LiverCirrhoticregulation of lipid metabolic process119/4634331/187233.05e-065.39e-05119
GO:003424911LiverCirrhoticnegative regulation of cellular amide metabolic process100/4634273/187237.34e-061.13e-04100
GO:004689011LiverCirrhoticregulation of lipid biosynthetic process67/4634171/187232.00e-052.65e-0467
GO:0006643LiverCirrhoticmembrane lipid metabolic process69/4634203/187231.89e-031.19e-0269
GO:00550882LiverHCClipid homeostasis103/7958167/187234.27e-077.18e-06103
GO:00192162LiverHCCregulation of lipid metabolic process181/7958331/187234.58e-065.79e-05181
GO:00066431LiverHCCmembrane lipid metabolic process115/7958203/187233.17e-053.22e-04115
GO:00468902LiverHCCregulation of lipid biosynthetic process96/7958171/187232.14e-041.63e-0396
GO:003424921LiverHCCnegative regulation of cellular amide metabolic process144/7958273/187233.80e-042.61e-03144
GO:0006665LiverHCCsphingolipid metabolic process85/7958155/187231.27e-036.92e-0385
GO:0046467LiverHCCmembrane lipid biosynthetic process78/7958142/187231.85e-039.46e-0378
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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
ORMDL1SNVMissense_Mutationc.172N>Gp.Leu58Valp.L58VQ9P0S3protein_codingtolerated(0.44)benign(0.055)TCGA-AR-A24Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ORMDL1SNVMissense_Mutationc.163N>Gp.Ile55Valp.I55VQ9P0S3protein_codingtolerated(0.39)possibly_damaging(0.881)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
ORMDL1insertionNonsense_Mutationnovelc.364_365insTGTAAATACTTp.Thr122MetfsTer2p.T122Mfs*2Q9P0S3protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ORMDL1SNVMissense_Mutationnovelc.385N>Tp.Ala129Serp.A129SQ9P0S3protein_codingtolerated(0.42)benign(0.322)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ORMDL1SNVMissense_Mutationnovelc.238N>Ap.Ala80Thrp.A80TQ9P0S3protein_codingtolerated(0.28)probably_damaging(0.995)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ORMDL1SNVMissense_Mutationnovelc.322A>Gp.Ile108Valp.I108VQ9P0S3protein_codingtolerated(1)benign(0.003)TCGA-AP-A5FX-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycarboplatinPD
ORMDL1SNVMissense_Mutationnovelc.232N>Ap.Gly78Serp.G78SQ9P0S3protein_codingdeleterious(0.05)probably_damaging(0.998)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ORMDL1SNVMissense_Mutationnovelc.337N>Ap.Ala113Thrp.A113TQ9P0S3protein_codingtolerated(1)benign(0.007)TCGA-DD-AADV-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
ORMDL1SNVMissense_Mutationc.223N>Ap.Pro75Thrp.P75TQ9P0S3protein_codingtolerated(0.52)probably_damaging(0.998)TCGA-HC-7749-01Prostateprostate adenocarcinomaMale>=657UnknownUnknownSD
ORMDL1SNVMissense_Mutationnovelc.337N>Ap.Ala113Thrp.A113TQ9P0S3protein_codingtolerated(1)benign(0.007)TCGA-J4-A83I-01Prostateprostate adenocarcinomaMale<657UnknownUnknownSD
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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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