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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: KLHL5

Gene summary for KLHL5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KLHL5

Gene ID

51088

Gene namekelch like family member 5
Gene AliasKLHL5
Cytomap4p14
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q7Z6D5


Top

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
51088KLHL5LZE24THumanEsophagusESCC2.73e-073.02e-010.0596
51088KLHL5P2T-EHumanEsophagusESCC1.19e-102.00e-010.1177
51088KLHL5P4T-EHumanEsophagusESCC9.46e-141.56e-010.1323
51088KLHL5P5T-EHumanEsophagusESCC9.32e-054.02e-020.1327
51088KLHL5P8T-EHumanEsophagusESCC5.96e-173.67e-010.0889
51088KLHL5P9T-EHumanEsophagusESCC7.05e-081.29e-010.1131
51088KLHL5P11T-EHumanEsophagusESCC2.24e-063.55e-010.1426
51088KLHL5P12T-EHumanEsophagusESCC6.60e-173.33e-010.1122
51088KLHL5P15T-EHumanEsophagusESCC1.66e-021.51e-010.1149
51088KLHL5P16T-EHumanEsophagusESCC7.90e-052.75e-020.1153
51088KLHL5P21T-EHumanEsophagusESCC9.60e-035.67e-020.1617
51088KLHL5P22T-EHumanEsophagusESCC1.36e-046.42e-020.1236
51088KLHL5P23T-EHumanEsophagusESCC1.76e-062.90e-010.108
51088KLHL5P24T-EHumanEsophagusESCC9.83e-035.58e-020.1287
51088KLHL5P26T-EHumanEsophagusESCC5.11e-112.25e-010.1276
51088KLHL5P27T-EHumanEsophagusESCC7.13e-051.38e-010.1055
51088KLHL5P30T-EHumanEsophagusESCC3.42e-031.42e-010.137
51088KLHL5P31T-EHumanEsophagusESCC2.66e-112.35e-010.1251
51088KLHL5P32T-EHumanEsophagusESCC7.35e-102.54e-010.1666
51088KLHL5P36T-EHumanEsophagusESCC1.84e-041.71e-010.1187
Page: 1 2 3 4 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
KLHL5SNVMissense_Mutationc.2205G>Tp.Trp735Cysp.W735CQ96PQ7protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
KLHL5SNVMissense_Mutationnovelc.1442C>Ap.Ala481Glup.A481EQ96PQ7protein_codingdeleterious(0.01)possibly_damaging(0.9)TCGA-A2-A3XT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamidePR
KLHL5SNVMissense_Mutationnovelc.1286N>Tp.Arg429Leup.R429LQ96PQ7protein_codingdeleterious(0.05)benign(0.357)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
KLHL5SNVMissense_Mutationrs201110544c.344G>Ap.Arg115Glnp.R115QQ96PQ7protein_codingtolerated_low_confidence(0.77)benign(0)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KLHL5SNVMissense_Mutationrs201110544c.344G>Ap.Arg115Glnp.R115QQ96PQ7protein_codingtolerated_low_confidence(0.77)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KLHL5SNVMissense_Mutationc.2205N>Tp.Trp735Cysp.W735CQ96PQ7protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1XL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamide+tamoxifenSD
KLHL5insertionIn_Frame_Insnovelc.503_504insACATTCATATATATAp.Ser168_Asp169insHisSerTyrIleTyrp.S168_D169insHSYIYQ96PQ7protein_codingTCGA-A8-A07Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificExemestaneSD
KLHL5insertionFrame_Shift_Insnovelc.779_780insTGAGATATCATTTp.Glu260AspfsTer29p.E260Dfs*29Q96PQ7protein_codingTCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
KLHL5SNVMissense_Mutationrs201110544c.344G>Ap.Arg115Glnp.R115QQ96PQ7protein_codingtolerated_low_confidence(0.77)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KLHL5SNVMissense_Mutationrs758479877c.676N>Ap.Ala226Thrp.A226TQ96PQ7protein_codingdeleterious(0.02)probably_damaging(0.946)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 

Top

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
Page: 1