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: NMT1

Gene summary for NMT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NMT1

Gene ID

4836

Gene nameN-myristoyltransferase 1
Gene AliasNMT
Cytomap17q21.31
Gene Typeprotein-coding
GO ID

GO:0001701

UniProtAcc

P30419


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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
4836NMT1LZE2THumanEsophagusESCC2.46e-033.67e-010.082
4836NMT1LZE4THumanEsophagusESCC2.79e-041.88e-010.0811
4836NMT1LZE7THumanEsophagusESCC5.87e-063.14e-010.0667
4836NMT1LZE21D1HumanEsophagusHGIN1.03e-021.49e-010.0632
4836NMT1LZE22D1HumanEsophagusHGIN1.06e-031.61e-010.0595
4836NMT1LZE22THumanEsophagusESCC2.58e-042.67e-010.068
4836NMT1LZE24THumanEsophagusESCC5.95e-082.97e-010.0596
4836NMT1P1T-EHumanEsophagusESCC3.04e-074.23e-010.0875
4836NMT1P2T-EHumanEsophagusESCC7.90e-172.84e-010.1177
4836NMT1P4T-EHumanEsophagusESCC2.27e-163.60e-010.1323
4836NMT1P5T-EHumanEsophagusESCC6.14e-375.92e-010.1327
4836NMT1P8T-EHumanEsophagusESCC1.88e-274.74e-010.0889
4836NMT1P9T-EHumanEsophagusESCC1.26e-102.82e-010.1131
4836NMT1P10T-EHumanEsophagusESCC1.05e-271.41e-010.116
4836NMT1P11T-EHumanEsophagusESCC3.51e-186.10e-010.1426
4836NMT1P12T-EHumanEsophagusESCC8.83e-203.37e-010.1122
4836NMT1P15T-EHumanEsophagusESCC1.32e-164.56e-010.1149
4836NMT1P16T-EHumanEsophagusESCC8.04e-222.03e-010.1153
4836NMT1P17T-EHumanEsophagusESCC6.69e-165.44e-010.1278
4836NMT1P19T-EHumanEsophagusESCC7.33e-056.20e-010.1662
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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
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:00432007EsophagusESCCresponse to amino acid74/8552116/187236.23e-054.76e-0474
GO:000110110EsophagusESCCresponse to acid chemical84/8552135/187237.70e-055.74e-0484
GO:19037498EsophagusESCCpositive regulation of establishment of protein localization to mitochondrion28/855236/187238.62e-056.22e-0428
GO:005120416EsophagusESCCprotein insertion into mitochondrial membrane21/855225/187239.12e-056.54e-0421
GO:00712305EsophagusESCCcellular response to amino acid stimulus48/855271/187231.55e-041.03e-0348
GO:19010304EsophagusESCCpositive regulation of mitochondrial outer membrane permeabilization involved in apoptotic signaling pathway11/855211/187231.80e-041.16e-0311
GO:003496814EsophagusESCChistone lysine methylation72/8552115/187231.85e-041.18e-0372
GO:00310508EsophagusESCCdsRNA processing38/855254/187232.08e-041.31e-0338
GO:00709188EsophagusESCCproduction of small RNA involved in gene silencing by RNA38/855254/187232.08e-041.31e-0338
GO:003106013EsophagusESCCregulation of histone methylation46/855269/187233.46e-042.03e-0346
GO:00712296EsophagusESCCcellular response to acid chemical52/855280/187233.79e-042.20e-0352
GO:00714821EsophagusESCCcellular response to light stimulus75/8552123/187234.45e-042.50e-0375
GO:001802214EsophagusESCCpeptidyl-lysine methylation79/8552131/187235.17e-042.86e-0379
GO:00421805EsophagusESCCcellular ketone metabolic process120/8552211/187236.70e-043.55e-03120
GO:00708281EsophagusESCCheterochromatin organization31/855246/187232.42e-031.06e-0231
GO:003106211EsophagusESCCpositive regulation of histone methylation28/855241/187232.88e-031.21e-0228
GO:00486597EsophagusESCCsmooth muscle cell proliferation103/8552184/187233.08e-031.28e-02103
GO:00486607EsophagusESCCregulation of smooth muscle cell proliferation100/8552180/187234.76e-031.85e-02100
GO:00330025EsophagusESCCmuscle cell proliferation134/8552248/187234.80e-031.86e-02134
GO:00486615EsophagusESCCpositive regulation of smooth muscle cell proliferation61/8552104/187235.22e-031.97e-0261
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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
NMT1SNVMissense_Mutationc.344N>Ap.Arg115Glnp.R115QP30419protein_codingtolerated(0.08)benign(0.138)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NMT1SNVMissense_Mutationnovelc.763N>Tp.Arg255Cysp.R255CP30419protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
NMT1SNVMissense_Mutationnovelc.177N>Tp.Lys59Asnp.K59NP30419protein_codingtolerated(0.12)benign(0.264)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NMT1SNVMissense_Mutationc.732N>Tp.Glu244Aspp.E244DP30419protein_codingdeleterious(0.02)benign(0.232)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NMT1insertionFrame_Shift_Insnovelc.965_966insAGGTATTCATTGTCTGGTGACTTTATATAAGAAAGGAAp.Thr323GlyfsTer15p.T323Gfs*15P30419protein_codingTCGA-A8-A07Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificExemestaneSD
NMT1insertionFrame_Shift_Insnovelc.792_793insAGTTp.Arg265SerfsTer45p.R265Sfs*45P30419protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NMT1insertionFrame_Shift_Insnovelc.793_794insCTACCATGCCAGGGGGCAGAAGGATTTGTp.Arg265ProfsTer47p.R265Pfs*47P30419protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NMT1SNVMissense_Mutationnovelc.532G>Cp.Glu178Glnp.E178QP30419protein_codingtolerated(0.1)probably_damaging(0.996)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
NMT1SNVMissense_Mutationnovelc.1368N>Tp.Met456Ilep.M456IP30419protein_codingdeleterious(0)probably_damaging(1)TCGA-C5-A901-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NMT1SNVMissense_Mutationc.10G>Ap.Glu4Lysp.E4KP30419protein_codingdeleterious_low_confidence(0.04)benign(0.017)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<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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