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: IGLL5

Gene summary for IGLL5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IGLL5

Gene ID

100423062

Gene nameimmunoglobulin lambda like polypeptide 5
Gene AliasIGL
Cytomap22q11.22
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

B9A064


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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
100423062IGLL5GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.87e-257.98e-01-0.1869
100423062IGLL5GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC3.00e-196.67e-01-0.1875
100423062IGLL5GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC4.66e-186.68e-01-0.1883
100423062IGLL5NAG_2HumanStomachCSG3.99e-238.04e-01-0.3324
100423062IGLL5CAG_1HumanStomachCAG2.40e-171.01e+00-0.3206
100423062IGLL5CAG_2HumanStomachCAG2.07e-175.84e-01-0.2831
100423062IGLL5WIM_1HumanStomachWIM2.02e-023.38e-010.0335
100423062IGLL5WIM_2HumanStomachWIM4.79e-229.05e-010.1159
100423062IGLL5SIM_1HumanStomachSIM8.05e-631.31e+000.3573
100423062IGLL5SIM_2HumanStomachSIM8.54e-297.68e-010.3139
100423062IGLL5SIM_4HumanStomachSIM3.34e-043.82e-010.2664
100423062IGLL5Pt1_SuperficialHumanStomachGC5.55e-219.76e-010.1036
100423062IGLL5Pt2_SuperficialHumanStomachGC2.31e-078.92e-010.2977
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗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:000276412EndometriumEECimmune response-regulating signaling pathway80/2168468/187232.20e-042.64e-0380
GO:0006959StomachGChumoral immune response42/1159317/187232.59e-061.10e-0442
GO:0051251StomachGCpositive regulation of lymphocyte activation43/1159362/187233.12e-058.51e-0443
GO:0002696StomachGCpositive regulation of leukocyte activation46/1159409/187236.50e-051.46e-0346
GO:0050867StomachGCpositive regulation of cell activation46/1159420/187231.22e-042.33e-0346
GO:0016064StomachGCimmunoglobulin mediated immune response26/1159207/187234.66e-046.83e-0326
GO:0019724StomachGCB cell mediated immunity26/1159210/187235.82e-047.99e-0326
GO:0042742StomachGCdefense response to bacterium37/1159350/187231.05e-031.23e-0237
GO:0002764StomachGCimmune response-regulating signaling pathway46/1159468/187231.31e-031.46e-0246
GO:0010324StomachGCmembrane invagination19/1159144/187231.44e-031.57e-0219
GO:0050851StomachGCantigen receptor-mediated signaling pathway27/1159240/187231.96e-032.00e-0227
GO:0099024StomachGCplasma membrane invagination17/1159136/187234.41e-033.60e-0217
GO:0002460StomachGCadaptive immune response based on somatic recombination of immune receptors built from immunoglobulin superfamily domains35/1159356/187234.64e-033.76e-0235
GO:0006911StomachGCphagocytosis, engulfment16/1159127/187235.22e-034.11e-0216
GO:0002253StomachGCactivation of immune response36/1159375/187236.03e-034.55e-0236
GO:0002449StomachGClymphocyte mediated immunity34/1159350/187236.25e-034.69e-0234
GO:0006956StomachGCcomplement activation16/1159130/187236.54e-034.83e-0216
GO:0006958StomachGCcomplement activation, classical pathway14/1159108/187236.75e-034.90e-0214
GO:00069592StomachCSGhumoral immune response40/1034317/187239.26e-074.76e-0540
GO:00512512StomachCSGpositive regulation of lymphocyte activation38/1034362/187231.13e-042.42e-0338
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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
IGLL5SNVMissense_Mutationc.313N>Cp.Val105Leup.V105LB9A064protein_codingtolerated_low_confidence(1)benign(0)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IGLL5deletionFrame_Shift_Delnovelc.592_628delACGCATGAAGGGAGCACCGTGGAGAAGACAGTGGCCCp.Thr198LeufsTer41p.T198Lfs*41B9A064protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IGLL5SNVMissense_Mutationnovelc.484G>Ap.Glu162Lysp.E162KB9A064protein_codingdeleterious_low_confidence(0.01)benign(0.282)TCGA-C5-A1BK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IGLL5SNVMissense_Mutationnovelc.391A>Gp.Lys131Glup.K131EB9A064protein_codingdeleterious_low_confidence(0)possibly_damaging(0.541)TCGA-C5-A8XH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IGLL5SNVMissense_Mutationrs565314713c.119N>Ap.Arg40Hisp.R40HB9A064protein_codingtolerated_low_confidence(0.4)benign(0)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IGLL5SNVMissense_Mutationrs560170702c.148N>Gp.Pro50Alap.P50AB9A064protein_codingtolerated_low_confidence(0.29)benign(0.074)TCGA-AA-3494-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicPR
IGLL5SNVMissense_Mutationc.305N>Tp.Gly102Valp.G102VB9A064protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.958)TCGA-AA-3854-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IGLL5SNVMissense_Mutationnovelc.194N>Ap.Ser65Asnp.S65NB9A064protein_codingtolerated_low_confidence(0.22)benign(0.006)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
IGLL5SNVMissense_Mutationnovelc.179G>Ap.Arg60Glnp.R60QB9A064protein_codingtolerated_low_confidence(0.39)benign(0.003)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IGLL5SNVMissense_Mutationrs201375434c.548C>Tp.Thr183Metp.T183MB9A064protein_codingtolerated_low_confidence(0.12)possibly_damaging(0.624)TCGA-AJ-A3OK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
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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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