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: KIF14

Gene summary for KIF14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIF14

Gene ID

9928

Gene namekinesin family member 14
Gene AliasMCPH20
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

Q15058


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
9928KIF14LZE2THumanEsophagusESCC4.73e-034.63e-010.082
9928KIF14LZE7THumanEsophagusESCC1.02e-032.11e-010.0667
9928KIF14P1T-EHumanEsophagusESCC7.11e-043.96e-010.0875
9928KIF14P2T-EHumanEsophagusESCC9.35e-103.64e-010.1177
9928KIF14P4T-EHumanEsophagusESCC1.78e-103.32e-010.1323
9928KIF14P5T-EHumanEsophagusESCC5.79e-166.76e-010.1327
9928KIF14P9T-EHumanEsophagusESCC1.88e-051.93e-010.1131
9928KIF14P10T-EHumanEsophagusESCC2.02e-062.66e-010.116
9928KIF14P15T-EHumanEsophagusESCC2.11e-031.50e-010.1149
9928KIF14P16T-EHumanEsophagusESCC8.40e-041.53e-010.1153
9928KIF14P20T-EHumanEsophagusESCC3.97e-021.63e-010.1124
9928KIF14P21T-EHumanEsophagusESCC3.89e-123.90e-010.1617
9928KIF14P22T-EHumanEsophagusESCC4.17e-052.55e-010.1236
9928KIF14P24T-EHumanEsophagusESCC1.66e-021.60e-010.1287
9928KIF14P26T-EHumanEsophagusESCC9.20e-062.34e-010.1276
9928KIF14P28T-EHumanEsophagusESCC4.44e-082.97e-010.1149
9928KIF14P31T-EHumanEsophagusESCC8.40e-041.96e-010.1251
9928KIF14P32T-EHumanEsophagusESCC1.97e-102.73e-010.1666
9928KIF14P37T-EHumanEsophagusESCC1.42e-103.14e-010.1371
9928KIF14P42T-EHumanEsophagusESCC9.05e-042.08e-010.1175
Page: 1 2 3 

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
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
GO:00008191LiverHCCsister chromatid segregation128/7958202/187231.59e-094.73e-08128
GO:001604921LiverHCCcell growth269/7958482/187231.84e-095.35e-08269
GO:00447722LiverHCCmitotic cell cycle phase transition240/7958424/187232.47e-096.84e-08240
GO:000734611LiverHCCregulation of mitotic cell cycle255/7958457/187234.96e-091.30e-07255
GO:0007059LiverHCCchromosome segregation197/7958346/187233.57e-087.87e-07197
GO:003133312LiverHCCnegative regulation of protein-containing complex assembly91/7958141/187231.01e-071.98e-0691
GO:000155821LiverHCCregulation of cell growth228/7958414/187231.34e-072.55e-06228
GO:007099722LiverHCCneuron death202/7958361/187231.44e-072.70e-06202
GO:190121412LiverHCCregulation of neuron death179/7958319/187235.65e-079.01e-06179
GO:000726521LiverHCCRas protein signal transduction187/7958337/187238.89e-071.35e-05187
GO:19019901LiverHCCregulation of mitotic cell cycle phase transition167/7958299/187231.96e-062.71e-05167
GO:19019871LiverHCCregulation of cell cycle phase transition211/7958390/187232.11e-062.89e-05211
GO:0098813LiverHCCnuclear chromosome segregation157/7958281/187233.82e-064.95e-05157
GO:004578711LiverHCCpositive regulation of cell cycle172/7958313/187235.29e-066.58e-05172
GO:0048285LiverHCCorganelle fission254/7958488/187231.07e-051.23e-04254
GO:0007080LiverHCCmitotic metaphase plate congression36/795850/187232.28e-052.41e-0436
GO:00448432LiverHCCcell cycle G1/S phase transition134/7958241/187232.60e-052.70e-04134
GO:003444622LiverHCCsubstrate adhesion-dependent cell spreading67/7958108/187233.24e-053.28e-0467
GO:000091011LiverHCCcytokinesis100/7958173/187233.38e-053.39e-04100
GO:005140212LiverHCCneuron apoptotic process135/7958246/187235.64e-055.26e-04135
Page: 1 2 3 4 5 6 7 8 9 

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
KIF14SNVMissense_Mutationc.3016C>Tp.His1006Tyrp.H1006YQ15058protein_codingtolerated(0.44)benign(0.177)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KIF14SNVMissense_Mutationc.4912G>Ap.Glu1638Lysp.E1638KQ15058protein_codingtolerated(0.65)benign(0.006)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KIF14SNVMissense_Mutationnovelc.964C>Ap.Leu322Ilep.L322IQ15058protein_codingtolerated(0.28)benign(0.003)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIF14SNVMissense_Mutationc.901N>Gp.Pro301Alap.P301AQ15058protein_codingtolerated(0.95)benign(0)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
KIF14SNVMissense_Mutationc.391N>Ap.Glu131Lysp.E131KQ15058protein_codingdeleterious(0.02)benign(0.326)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
KIF14SNVMissense_Mutationnovelc.4456N>Ap.Glu1486Lysp.E1486KQ15058protein_codingtolerated(0.06)benign(0.005)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
KIF14SNVMissense_Mutationc.2344N>Gp.Gln782Glup.Q782EQ15058protein_codingtolerated(1)benign(0.003)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
KIF14SNVMissense_Mutationc.1349G>Tp.Gly450Valp.G450VQ15058protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1JE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamicinSD
KIF14SNVMissense_Mutationc.1139N>Cp.Val380Alap.V380AQ15058protein_codingtolerated(0.07)benign(0.19)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
KIF14SNVMissense_Mutationnovelc.4456N>Ap.Glu1486Lysp.E1486KQ15058protein_codingtolerated(0.06)benign(0.005)TCGA-D8-A73U-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 

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