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: KIAA1324

Gene summary for KIAA1324

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIAA1324

Gene ID

57535

Gene nameendosome-lysosome associated apoptosis and autophagy regulator 1
Gene AliasEIG121
Cytomap1p13.3
Gene Typeprotein-coding
GO ID

GO:0000045

UniProtAcc

Q6UXG2


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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
57535KIAA1324GSM4909285HumanBreastIDC2.37e-092.45e-010.21
57535KIAA1324GSM4909286HumanBreastIDC3.20e-04-7.18e-020.1081
57535KIAA1324GSM4909287HumanBreastIDC2.08e-03-1.56e-010.2057
57535KIAA1324GSM4909292HumanBreastIDC8.00e-035.17e-010.1236
57535KIAA1324GSM4909301HumanBreastIDC2.51e-03-1.78e-010.1577
57535KIAA1324GSM4909303HumanBreastIDC2.71e-045.10e-010.0438
57535KIAA1324GSM4909311HumanBreastIDC1.87e-10-8.84e-020.1534
57535KIAA1324GSM4909319HumanBreastIDC2.84e-17-2.66e-010.1563
57535KIAA1324GSM4909321HumanBreastIDC8.61e-08-2.18e-010.1559
57535KIAA1324brca1HumanBreastPrecancer3.03e-08-2.59e-01-0.0338
57535KIAA1324NCCBC11HumanBreastDCIS5.93e-041.39e-010.1232
57535KIAA1324NCCBC14HumanBreastDCIS2.78e-05-3.18e-020.2021
57535KIAA1324NCCBC3HumanBreastDCIS2.20e-023.25e-010.1198
57535KIAA1324NCCBC5HumanBreastDCIS5.07e-06-1.50e-010.2046
57535KIAA1324P1HumanBreastIDC3.45e-07-1.19e-020.1527
57535KIAA1324P2HumanBreastIDC5.86e-03-3.08e-020.21
57535KIAA1324DCIS2HumanBreastDCIS4.16e-301.21e-010.0085
57535KIAA1324H2HumanCervixHSIL_HPV3.06e-326.97e-010.0632
57535KIAA1324T2HumanCervixCC3.99e-186.79e-010.0709
57535KIAA1324HTA11_3410_2000001011HumanColorectumAD1.46e-36-7.94e-010.0155
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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
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
KIAA1324SNVMissense_Mutationnovelc.1919N>Tp.Pro640Leup.P640LQ6UXG2protein_codingdeleterious(0)benign(0.246)TCGA-A7-A3RF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
KIAA1324SNVMissense_Mutationrs766619909c.2884N>Ap.Ala962Thrp.A962TQ6UXG2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIAA1324SNVMissense_Mutationnovelc.952N>Cp.Glu318Glnp.E318QQ6UXG2protein_codingtolerated(0.26)benign(0.162)TCGA-AC-A8OP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIAA1324SNVMissense_Mutationc.557N>Gp.Ser186Cysp.S186CQ6UXG2protein_codingdeleterious(0.01)probably_damaging(0.936)TCGA-BH-A1F8-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
KIAA1324SNVMissense_Mutationc.2825N>Gp.Ser942Cysp.S942CQ6UXG2protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-EW-A1PB-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
KIAA1324SNVMissense_Mutationnovelc.2111G>Cp.Cys704Serp.C704SQ6UXG2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-JL-A3YW-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KIAA1324insertionFrame_Shift_Insnovelc.104_105insTTGGGAAATTGCGGp.Phe36TrpfsTer8p.F36Wfs*8Q6UXG2protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
KIAA1324insertionNonsense_Mutationnovelc.106_107insAAGGCAAACTCCTCGCTTAAACTCGGAp.Phe36delinsTerp.F36delins*Q6UXG2protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
KIAA1324insertionFrame_Shift_Insnovelc.1413_1414insACTAAATTCAGGAGAAGAGAGGTCAGGGCTGGCCTCGTCTGp.Leu472ThrfsTer28p.L472Tfs*28Q6UXG2protein_codingTCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIAA1324insertionFrame_Shift_Insnovelc.2231_2232insCp.Glu747ArgfsTer18p.E747Rfs*18Q6UXG2protein_codingTCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=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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