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: CLTA

Gene summary for CLTA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CLTA

Gene ID

1211

Gene nameclathrin light chain A
Gene AliasLCA
Cytomap9p13.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

P09496


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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
1211CLTAGSM4909282HumanBreastIDC2.49e-165.46e-01-0.0288
1211CLTAGSM4909285HumanBreastIDC1.87e-225.88e-010.21
1211CLTAGSM4909286HumanBreastIDC4.17e-06-2.47e-020.1081
1211CLTAGSM4909288HumanBreastIDC1.57e-041.89e-010.0988
1211CLTAGSM4909290HumanBreastIDC4.45e-164.73e-010.2096
1211CLTAGSM4909294HumanBreastIDC3.46e-069.97e-020.2022
1211CLTAGSM4909296HumanBreastIDC1.91e-073.38e-020.1524
1211CLTAGSM4909297HumanBreastIDC1.37e-22-2.32e-010.1517
1211CLTAGSM4909298HumanBreastIDC8.29e-03-8.87e-020.1551
1211CLTAGSM4909308HumanBreastIDC1.99e-022.26e-010.158
1211CLTAGSM4909309HumanBreastIDC1.47e-041.46e-010.0483
1211CLTAGSM4909311HumanBreastIDC2.22e-51-3.06e-010.1534
1211CLTAGSM4909312HumanBreastIDC5.18e-13-1.48e-010.1552
1211CLTAGSM4909313HumanBreastIDC7.68e-041.65e-020.0391
1211CLTAGSM4909318HumanBreastIDC8.99e-052.93e-010.2031
1211CLTAGSM4909319HumanBreastIDC4.94e-58-3.55e-010.1563
1211CLTAGSM4909320HumanBreastIDC3.40e-06-3.80e-010.1575
1211CLTAGSM4909321HumanBreastIDC7.65e-16-1.91e-010.1559
1211CLTAbrca1HumanBreastPrecancer5.13e-094.16e-01-0.0338
1211CLTAbrca2HumanBreastPrecancer3.77e-032.51e-01-0.024
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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
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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:00068986BreastPrecancerreceptor-mediated endocytosis27/1080244/187239.01e-041.03e-0227
GO:00482685BreastPrecancerclathrin coat assembly5/108018/187232.88e-032.49e-025
GO:000689813BreastIDCreceptor-mediated endocytosis35/1434244/187232.38e-043.75e-0335
GO:000689823BreastDCISreceptor-mediated endocytosis35/1390244/187231.31e-042.25e-0335
GO:00068987CervixCCreceptor-mediated endocytosis53/2311244/187232.52e-054.29e-0453
GO:00725836CervixCCclathrin-dependent endocytosis16/231147/187239.56e-051.25e-0316
GO:00482686CervixCCclathrin coat assembly7/231118/187233.99e-032.48e-027
GO:000689824CervixN_HPVreceptor-mediated endocytosis17/534244/187236.68e-048.57e-0317
GO:0072583ColorectumADclathrin-dependent endocytosis24/391847/187234.60e-061.22e-0424
GO:0006898ColorectumADreceptor-mediated endocytosis76/3918244/187231.07e-041.59e-0376
GO:0048268ColorectumADclathrin coat assembly10/391818/187231.31e-031.15e-0210
GO:00725831ColorectumMSSclathrin-dependent endocytosis22/346747/187238.74e-062.16e-0422
GO:00068981ColorectumMSSreceptor-mediated endocytosis69/3467244/187231.18e-041.82e-0369
GO:00482681ColorectumMSSclathrin coat assembly10/346718/187234.76e-045.58e-0310
GO:00725832ColorectumFAPclathrin-dependent endocytosis21/262247/187233.45e-071.87e-0521
GO:00068982ColorectumFAPreceptor-mediated endocytosis62/2622244/187231.47e-066.39e-0562
GO:00482682ColorectumFAPclathrin coat assembly8/262218/187231.72e-031.51e-028
GO:00725833ColorectumCRCclathrin-dependent endocytosis18/207847/187231.16e-066.75e-0518
GO:00068983ColorectumCRCreceptor-mediated endocytosis50/2078244/187231.27e-054.08e-0450
GO:00482683ColorectumCRCclathrin coat assembly7/207818/187232.16e-032.11e-027
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501616BreastPrecancerHuntington disease98/684306/84652.85e-352.25e-331.72e-3398
hsa0510018BreastPrecancerBacterial invasion of epithelial cells16/68477/84653.55e-042.80e-032.15e-0316
hsa0496110BreastPrecancerEndocrine and other factor-regulated calcium reabsorption11/68453/84652.92e-031.81e-021.39e-0211
hsa0501617BreastPrecancerHuntington disease98/684306/84652.85e-352.25e-331.72e-3398
hsa0510019BreastPrecancerBacterial invasion of epithelial cells16/68477/84653.55e-042.80e-032.15e-0316
hsa0496111BreastPrecancerEndocrine and other factor-regulated calcium reabsorption11/68453/84652.92e-031.81e-021.39e-0211
hsa0501623BreastIDCHuntington disease103/867306/84655.14e-304.17e-283.12e-28103
hsa0510024BreastIDCBacterial invasion of epithelial cells17/86777/84651.69e-031.19e-028.93e-0317
hsa0496121BreastIDCEndocrine and other factor-regulated calcium reabsorption12/86753/84656.29e-033.30e-022.47e-0212
hsa0501633BreastIDCHuntington disease103/867306/84655.14e-304.17e-283.12e-28103
hsa0510034BreastIDCBacterial invasion of epithelial cells17/86777/84651.69e-031.19e-028.93e-0317
hsa0496131BreastIDCEndocrine and other factor-regulated calcium reabsorption12/86753/84656.29e-033.30e-022.47e-0212
hsa0501643BreastDCISHuntington disease101/846306/84651.54e-291.24e-279.13e-28101
hsa0510042BreastDCISBacterial invasion of epithelial cells16/84677/84653.41e-031.98e-021.46e-0216
hsa0496141BreastDCISEndocrine and other factor-regulated calcium reabsorption12/84653/84655.17e-032.69e-021.98e-0212
hsa0414416BreastDCISEndocytosis37/846251/84659.92e-034.40e-023.24e-0237
hsa0501653BreastDCISHuntington disease101/846306/84651.54e-291.24e-279.13e-28101
hsa0510052BreastDCISBacterial invasion of epithelial cells16/84677/84653.41e-031.98e-021.46e-0216
hsa0496151BreastDCISEndocrine and other factor-regulated calcium reabsorption12/84653/84655.17e-032.69e-021.98e-0212
hsa0414417BreastDCISEndocytosis37/846251/84659.92e-034.40e-023.24e-0237
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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
CLTASNVMissense_Mutationnovelc.271N>Cp.Thr91Prop.T91PP09496protein_codingtolerated(0.06)benign(0.044)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CLTASNVMissense_Mutationc.400G>Cp.Glu134Glnp.E134QP09496protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
CLTASNVMissense_Mutationc.241N>Tp.Gly81Cysp.G81CP09496protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AA-3975-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CLTASNVMissense_Mutationnovelc.258A>Cp.Glu86Aspp.E86DP09496protein_codingtolerated(0.06)benign(0.015)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CLTASNVMissense_Mutationrs10972787c.305N>Ap.Arg102Glnp.R102QP09496protein_codingtolerated(0.21)benign(0.035)TCGA-CK-5913-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CLTASNVMissense_Mutationnovelc.383N>Ap.Ser128Tyrp.S128YP09496protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CLTASNVMissense_Mutationrs376238055c.698N>Ap.Arg233Hisp.R233HP09496protein_codingdeleterious(0)probably_damaging(1)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CLTASNVMissense_Mutationnovelc.383N>Ap.Ser128Tyrp.S128YP09496protein_codingdeleterious(0)probably_damaging(0.986)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
CLTASNVMissense_Mutationnovelc.233N>Cp.Val78Alap.V78AP09496protein_codingtolerated(0.5)benign(0.174)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
CLTAinsertionFrame_Shift_Insnovelc.469dupAp.Thr157AsnfsTer10p.T157Nfs*10P09496protein_codingTCGA-D1-A1NY-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
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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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