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: LETM2

Gene summary for LETM2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LETM2

Gene ID

137994

Gene nameleucine zipper and EF-hand containing transmembrane protein 2
Gene AliasSLC55A2
Cytomap8p11.23
Gene Typeprotein-coding
GO ID

GO:0006873

UniProtAcc

Q2VYF4


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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
137994LETM2LZE20THumanEsophagusESCC3.15e-062.16e-010.0662
137994LETM2P1T-EHumanEsophagusESCC1.45e-031.58e-010.0875
137994LETM2P2T-EHumanEsophagusESCC1.19e-046.97e-020.1177
137994LETM2P11T-EHumanEsophagusESCC3.34e-021.62e-010.1426
137994LETM2P15T-EHumanEsophagusESCC1.94e-091.01e-010.1149
137994LETM2P22T-EHumanEsophagusESCC6.94e-031.35e-020.1236
137994LETM2P24T-EHumanEsophagusESCC2.55e-057.09e-020.1287
137994LETM2P27T-EHumanEsophagusESCC1.53e-042.84e-020.1055
137994LETM2P28T-EHumanEsophagusESCC4.87e-044.68e-020.1149
137994LETM2P37T-EHumanEsophagusESCC3.79e-039.89e-020.1371
137994LETM2P42T-EHumanEsophagusESCC8.22e-036.38e-020.1175
137994LETM2P47T-EHumanEsophagusESCC3.55e-022.46e-020.1067
137994LETM2P52T-EHumanEsophagusESCC9.24e-032.34e-010.1555
137994LETM2P62T-EHumanEsophagusESCC2.02e-122.22e-010.1302
137994LETM2P65T-EHumanEsophagusESCC1.76e-082.59e-010.0978
137994LETM2P75T-EHumanEsophagusESCC6.06e-236.56e-010.1125
137994LETM2P83T-EHumanEsophagusESCC2.38e-031.50e-010.1738
137994LETM2P89T-EHumanEsophagusESCC3.17e-054.57e-010.1752
137994LETM2P130T-EHumanEsophagusESCC1.04e-411.51e+000.1676
137994LETM2HCC2_MengHumanLiverHCC8.88e-121.02e-010.0107
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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
∗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
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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
LETM2insertionIn_Frame_Insnovelc.863_864insTTAp.His288_Leu289insTyrp.H288_L289insYQ2VYF4protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
LETM2insertionNonsense_Mutationnovelc.864_865insATGATGTAGGGATGAGCAATAACAAGGAGACAGp.His288_Leu289insMetMetTerGlyTerAlaIleThrArgArgGlnp.H288_L289insMM*G*AITRRQQ2VYF4protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
LETM2SNVMissense_Mutationnovelc.509N>Cp.Arg170Thrp.R170TQ2VYF4protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
LETM2SNVMissense_Mutationc.378C>Gp.Ile126Metp.I126MQ2VYF4protein_codingdeleterious(0.01)possibly_damaging(0.758)TCGA-WL-A834-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelSD
LETM2SNVMissense_Mutationc.501G>Tp.Arg167Serp.R167SQ2VYF4protein_codingdeleterious(0)possibly_damaging(0.593)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LETM2SNVMissense_Mutationnovelc.401A>Tp.Tyr134Phep.Y134FQ2VYF4protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AY-4070-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fuPD
LETM2SNVMissense_Mutationc.166N>Cp.Tyr56Hisp.Y56HQ2VYF4protein_codingtolerated(0.27)benign(0.001)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
LETM2SNVMissense_Mutationc.271N>Ap.Pro91Thrp.P91TQ2VYF4protein_codingdeleterious(0)benign(0.154)TCGA-AZ-6606-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfolfiriPD
LETM2SNVMissense_Mutationnovelc.692N>Cp.Lys231Thrp.K231TQ2VYF4protein_codingdeleterious(0.01)probably_damaging(0.948)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
LETM2SNVMissense_Mutationnovelc.1408N>Ap.Glu470Lysp.E470KQ2VYF4protein_codingtolerated(0.23)benign(0.283)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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