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: LRRC26

Gene summary for LRRC26

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LRRC26

Gene ID

389816

Gene nameleucine rich repeat containing 26
Gene AliasCAPC
Cytomap9q34.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q2I0M4


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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
389816LRRC26GSM4909281HumanBreastIDC1.78e-08-2.04e-010.21
389816LRRC26GSM4909282HumanBreastIDC3.80e-09-2.02e-01-0.0288
389816LRRC26GSM4909285HumanBreastIDC1.66e-03-1.91e-010.21
389816LRRC26GSM4909286HumanBreastIDC4.33e-02-1.79e-010.1081
389816LRRC26GSM4909287HumanBreastIDC2.00e-04-1.98e-010.2057
389816LRRC26GSM4909290HumanBreastIDC6.91e-083.76e-010.2096
389816LRRC26GSM4909291HumanBreastIDC6.34e-288.17e-010.1753
389816LRRC26GSM4909293HumanBreastIDC4.51e-418.01e-010.1581
389816LRRC26GSM4909294HumanBreastIDC8.18e-043.86e-010.2022
389816LRRC26GSM4909296HumanBreastIDC9.29e-07-1.94e-010.1524
389816LRRC26GSM4909297HumanBreastIDC1.94e-04-1.40e-010.1517
389816LRRC26GSM4909298HumanBreastIDC1.04e-053.11e-010.1551
389816LRRC26GSM4909303HumanBreastIDC1.92e-024.11e-010.0438
389816LRRC26GSM4909307HumanBreastIDC1.61e-02-1.67e-010.1569
389816LRRC26GSM4909311HumanBreastIDC1.57e-06-1.34e-010.1534
389816LRRC26GSM4909319HumanBreastIDC4.34e-125.92e-020.1563
389816LRRC26GSM4909321HumanBreastIDC3.77e-114.60e-010.1559
389816LRRC26brca1HumanBreastPrecancer1.96e-03-1.68e-01-0.0338
389816LRRC26brca2HumanBreastPrecancer9.78e-04-1.76e-01-0.024
389816LRRC26brca10HumanBreastPrecancer2.00e-05-2.04e-01-0.0029
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
∗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:00324116BreastPrecancerpositive regulation of transporter activity16/1080120/187231.46e-031.51e-0216
GO:00347673BreastPrecancerpositive regulation of ion transmembrane transport19/1080167/187233.60e-032.98e-0219
GO:00324143BreastPrecancerpositive regulation of ion transmembrane transporter activity14/1080109/187233.97e-033.15e-0214
GO:00109596BreastPrecancerregulation of metal ion transport37/1080406/187234.07e-033.22e-0237
GO:00228985BreastPrecancerregulation of transmembrane transporter activity27/1080278/187235.72e-034.11e-0227
GO:001095913BreastIDCregulation of metal ion transport52/1434406/187231.76e-042.97e-0352
GO:003241111BreastIDCpositive regulation of transporter activity20/1434120/187237.64e-049.27e-0320
GO:00432703BreastIDCpositive regulation of ion transport36/1434275/187231.11e-031.22e-0236
GO:002289812BreastIDCregulation of transmembrane transporter activity36/1434278/187231.35e-031.40e-0236
GO:003241411BreastIDCpositive regulation of ion transmembrane transporter activity18/1434109/187231.53e-031.53e-0218
GO:003476711BreastIDCpositive regulation of ion transmembrane transport24/1434167/187232.07e-031.95e-0224
GO:00324125BreastIDCregulation of ion transmembrane transporter activity33/1434267/187234.38e-033.40e-0233
GO:00324096BreastIDCregulation of transporter activity37/1434310/187234.77e-033.66e-0237
GO:00347644BreastIDCpositive regulation of transmembrane transport28/1434219/187235.19e-033.86e-0228
GO:001095921BreastDCISregulation of metal ion transport50/1390406/187232.86e-044.22e-0350
GO:003241121BreastDCISpositive regulation of transporter activity20/1390120/187235.16e-046.73e-0320
GO:003241421BreastDCISpositive regulation of ion transmembrane transporter activity18/1390109/187231.07e-031.17e-0218
GO:003476721BreastDCISpositive regulation of ion transmembrane transport24/1390167/187231.37e-031.42e-0224
GO:002289822BreastDCISregulation of transmembrane transporter activity35/1390278/187231.50e-031.51e-0235
GO:004327011BreastDCISpositive regulation of ion transport34/1390275/187232.35e-032.13e-0234
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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
LRRC26SNVMissense_Mutationc.953N>Tp.Gly318Valp.G318VQ2I0M4protein_codingtolerated_low_confidence(0.07)benign(0.035)TCGA-69-7979-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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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