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: ELMO3

Gene summary for ELMO3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ELMO3

Gene ID

79767

Gene nameengulfment and cell motility 3
Gene AliasCED-12
Cytomap16q22.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q96BJ8


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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
79767ELMO3LZE4THumanEsophagusESCC3.50e-103.10e-010.0811
79767ELMO3LZE7THumanEsophagusESCC1.13e-103.60e-010.0667
79767ELMO3LZE8THumanEsophagusESCC1.23e-031.73e-010.067
79767ELMO3LZE20THumanEsophagusESCC1.17e-051.05e-010.0662
79767ELMO3LZE22D1HumanEsophagusHGIN3.25e-021.11e-010.0595
79767ELMO3LZE24THumanEsophagusESCC3.81e-135.12e-010.0596
79767ELMO3LZE21THumanEsophagusESCC8.38e-042.73e-010.0655
79767ELMO3P1T-EHumanEsophagusESCC1.15e-105.57e-010.0875
79767ELMO3P2T-EHumanEsophagusESCC1.24e-211.17e-010.1177
79767ELMO3P4T-EHumanEsophagusESCC3.45e-223.94e-010.1323
79767ELMO3P5T-EHumanEsophagusESCC2.69e-163.67e-010.1327
79767ELMO3P8T-EHumanEsophagusESCC5.16e-224.06e-010.0889
79767ELMO3P9T-EHumanEsophagusESCC7.97e-061.89e-010.1131
79767ELMO3P10T-EHumanEsophagusESCC5.87e-117.83e-020.116
79767ELMO3P11T-EHumanEsophagusESCC1.45e-065.37e-010.1426
79767ELMO3P12T-EHumanEsophagusESCC1.84e-162.14e-010.1122
79767ELMO3P15T-EHumanEsophagusESCC3.56e-162.75e-010.1149
79767ELMO3P16T-EHumanEsophagusESCC5.09e-108.84e-020.1153
79767ELMO3P17T-EHumanEsophagusESCC2.30e-084.51e-010.1278
79767ELMO3P20T-EHumanEsophagusESCC1.05e-204.62e-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
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
∗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:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:000701520Oral cavityOSCCactin filament organization230/7305442/187231.37e-082.77e-07230
GO:0007015110Oral cavityLPactin filament organization143/4623442/187231.44e-041.65e-03143
GO:000701529SkincSCCactin filament organization156/4864442/187237.37e-061.02e-04156
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0510039EsophagusHGINBacterial invasion of epithelial cells30/138377/84651.49e-062.31e-051.84e-0530
hsa05100114EsophagusHGINBacterial invasion of epithelial cells30/138377/84651.49e-062.31e-051.84e-0530
hsa05100211EsophagusESCCBacterial invasion of epithelial cells59/420577/84651.05e-066.76e-063.46e-0659
hsa05100310EsophagusESCCBacterial invasion of epithelial cells59/420577/84651.05e-066.76e-063.46e-0659
hsa0510030Oral cavityOSCCBacterial invasion of epithelial cells48/370477/84657.51e-042.19e-031.11e-0348
hsa05100113Oral cavityOSCCBacterial invasion of epithelial cells48/370477/84657.51e-042.19e-031.11e-0348
hsa05100210Oral cavityLPBacterial invasion of epithelial cells39/241877/84653.34e-052.22e-041.43e-0439
hsa0510038Oral cavityLPBacterial invasion of epithelial cells39/241877/84653.34e-052.22e-041.43e-0439
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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
ELMO3SNVMissense_Mutationc.28N>Cp.Glu10Glnp.E10QQ96BJ8protein_codingdeleterious_low_confidence(0)benign(0.084)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ELMO3deletionFrame_Shift_Delnovelc.252delCp.Ala85LeufsTer3p.A85Lfs*3Q96BJ8protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
ELMO3SNVMissense_Mutationc.1186G>Cp.Glu396Glnp.E396QQ96BJ8protein_codingdeleterious(0.04)probably_damaging(0.998)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
ELMO3SNVMissense_Mutationrs200461796c.2216N>Ap.Arg739Hisp.R739HQ96BJ8protein_codingdeleterious(0)possibly_damaging(0.762)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ELMO3SNVMissense_Mutationc.1249N>Ap.Gly417Serp.G417SQ96BJ8protein_codingdeleterious(0.02)probably_damaging(0.975)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ELMO3SNVMissense_Mutationrs765459031c.1238N>Ap.Arg413Hisp.R413HQ96BJ8protein_codingtolerated(0.07)benign(0.085)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ELMO3SNVMissense_Mutationnovelc.637N>Cp.Ser213Prop.S213PQ96BJ8protein_codingdeleterious(0.03)probably_damaging(0.965)TCGA-AA-3939-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ELMO3SNVMissense_Mutationc.304T>Cp.Tyr102Hisp.Y102HQ96BJ8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ELMO3SNVMissense_Mutationrs750093350c.2251N>Tp.Arg751Trpp.R751WQ96BJ8protein_codingdeleterious(0.02)benign(0.409)TCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ELMO3SNVMissense_Mutationc.475N>Tp.Arg159Cysp.R159CQ96BJ8protein_codingdeleterious(0.02)possibly_damaging(0.491)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=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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