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: KLK11

Gene summary for KLK11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KLK11

Gene ID

11012

Gene namekallikrein related peptidase 11
Gene AliasPRSS20
Cytomap19q13.41
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

A0A1R3UDR5


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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
11012KLK11GSM4909281HumanBreastIDC8.33e-408.50e-010.21
11012KLK11GSM4909286HumanBreastIDC1.98e-457.29e-010.1081
11012KLK11GSM4909287HumanBreastIDC5.00e-02-6.75e-020.2057
11012KLK11GSM4909293HumanBreastIDC7.06e-631.03e+000.1581
11012KLK11GSM4909315HumanBreastIDC4.19e-125.06e-010.21
11012KLK11GSM4909316HumanBreastIDC2.40e-231.18e+000.21
11012KLK11LZE2DHumanEsophagusHGIN1.54e-037.58e-010.0642
11012KLK11LZE5THumanEsophagusESCC3.28e-181.91e+000.0514
11012KLK11LZE8THumanEsophagusESCC2.33e-042.27e-010.067
11012KLK11LZE22D1HumanEsophagusHGIN1.08e-054.59e-010.0595
11012KLK11LZE22THumanEsophagusESCC2.44e-071.10e+000.068
11012KLK11LZE24THumanEsophagusESCC7.96e-512.62e+000.0596
11012KLK11LZE21THumanEsophagusESCC2.02e-091.06e+000.0655
11012KLK11P2T-EHumanEsophagusESCC2.59e-021.33e-010.1177
11012KLK11P4T-EHumanEsophagusESCC5.68e-196.15e-010.1323
11012KLK11P5T-EHumanEsophagusESCC2.00e-02-4.38e-020.1327
11012KLK11P8T-EHumanEsophagusESCC1.50e-1193.77e+000.0889
11012KLK11P9T-EHumanEsophagusESCC1.12e-195.13e-010.1131
11012KLK11P10T-EHumanEsophagusESCC3.10e-021.97e-010.116
11012KLK11P15T-EHumanEsophagusESCC4.94e-156.32e-010.1149
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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
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
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
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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
KLK11SNVMissense_Mutationc.187N>Tp.His63Tyrp.H63YQ9UBX7protein_codingdeleterious(0.01)probably_damaging(0.981)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KLK11SNVMissense_Mutationrs759212241c.80N>Tp.Ser27Phep.S27FQ9UBX7protein_codingdeleterious(0.01)benign(0.092)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KLK11SNVMissense_Mutationnovelc.604N>Cp.Glu202Glnp.E202QQ9UBX7protein_codingtolerated(0.21)benign(0.222)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KLK11insertionFrame_Shift_Insnovelc.742_743insCCGCGCCCGCCCGGCTTTCATTTATTAATp.Ile248ThrfsTer42p.I248Tfs*42Q9UBX7protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KLK11SNVMissense_Mutationrs759848513c.770N>Tp.Ala257Valp.A257VQ9UBX7protein_codingdeleterious(0.02)possibly_damaging(0.878)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
KLK11SNVMissense_Mutationc.199T>Cp.Trp67Argp.W67RQ9UBX7protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
KLK11SNVMissense_Mutationrs200477811c.293C>Tp.Pro98Leup.P98LQ9UBX7protein_codingtolerated(0.08)benign(0.025)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
KLK11deletionFrame_Shift_Delc.710delGp.Gly237AlafsTer43p.G237Afs*43Q9UBX7protein_codingTCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
KLK11SNVMissense_Mutationrs539901509c.22C>Tp.Arg8Trpp.R8WQ9UBX7protein_codingdeleterious_low_confidence(0.01)benign(0.18)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
KLK11SNVMissense_Mutationrs201147335c.242C>Tp.Ala81Valp.A81VQ9UBX7protein_codingdeleterious(0)probably_damaging(0.93)TCGA-AP-A056-01Endometriumuterine corpus endometrioid 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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