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: KIFC3

Gene summary for KIFC3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIFC3

Gene ID

3801

Gene namekinesin family member C3
Gene AliasKIFC3
Cytomap16q21
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q9BVG8


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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
3801KIFC3LZE6THumanEsophagusESCC4.08e-031.28e-010.0845
3801KIFC3P1T-EHumanEsophagusESCC2.68e-118.70e-010.0875
3801KIFC3P2T-EHumanEsophagusESCC9.14e-071.26e-010.1177
3801KIFC3P4T-EHumanEsophagusESCC1.02e-052.45e-010.1323
3801KIFC3P5T-EHumanEsophagusESCC2.51e-244.62e-010.1327
3801KIFC3P8T-EHumanEsophagusESCC1.39e-122.73e-010.0889
3801KIFC3P9T-EHumanEsophagusESCC3.66e-051.67e-010.1131
3801KIFC3P10T-EHumanEsophagusESCC2.78e-068.45e-020.116
3801KIFC3P11T-EHumanEsophagusESCC3.87e-237.60e-010.1426
3801KIFC3P12T-EHumanEsophagusESCC1.37e-021.32e-010.1122
3801KIFC3P15T-EHumanEsophagusESCC1.37e-032.03e-010.1149
3801KIFC3P16T-EHumanEsophagusESCC6.84e-071.32e-010.1153
3801KIFC3P19T-EHumanEsophagusESCC2.43e-118.07e-010.1662
3801KIFC3P20T-EHumanEsophagusESCC2.06e-132.97e-010.1124
3801KIFC3P21T-EHumanEsophagusESCC1.79e-234.85e-010.1617
3801KIFC3P22T-EHumanEsophagusESCC3.85e-091.50e-010.1236
3801KIFC3P23T-EHumanEsophagusESCC2.60e-082.89e-010.108
3801KIFC3P24T-EHumanEsophagusESCC1.91e-103.33e-010.1287
3801KIFC3P26T-EHumanEsophagusESCC6.96e-193.22e-010.1276
3801KIFC3P27T-EHumanEsophagusESCC7.60e-046.93e-020.1055
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
GO:00070308EsophagusESCCGolgi organization101/8552157/187231.78e-062.10e-05101
GO:004521620EsophagusESCCcell-cell junction organization114/8552200/187238.04e-044.16e-03114
GO:0007030LiverNAFLDGolgi organization36/1882157/187231.76e-067.68e-0536
GO:00452167LiverNAFLDcell-cell junction organization32/1882200/187235.53e-034.23e-0232
GO:00070301LiverCirrhoticGolgi organization68/4634157/187232.57e-076.41e-0668
GO:004521612LiverCirrhoticcell-cell junction organization70/4634200/187237.23e-045.36e-0370
GO:00343324LiverCirrhoticadherens junction organization20/463449/187239.60e-034.35e-0220
GO:00070302LiverHCCGolgi organization99/7958157/187231.54e-072.85e-0699
GO:004521622LiverHCCcell-cell junction organization107/7958200/187231.06e-036.11e-03107
GO:003433211LiverHCCadherens junction organization30/795849/187236.31e-032.57e-0230
GO:00452168LungIACcell-cell junction organization43/2061200/187231.21e-053.64e-0443
GO:00439545LungIACcellular component maintenance17/206161/187232.24e-043.89e-0317
GO:00070303LungIACGolgi organization32/2061157/187234.13e-046.22e-0332
GO:00343325LungIACadherens junction organization13/206149/187231.95e-031.97e-0213
GO:00343315LungIACcell junction maintenance10/206135/187233.52e-032.98e-0210
GO:004521613LungAIScell-cell junction organization41/1849200/187234.66e-062.31e-0441
GO:000703011LungAISGolgi organization30/1849157/187233.09e-045.63e-0330
GO:004395411LungAIScellular component maintenance15/184961/187236.88e-041.02e-0215
GO:003433112LungAIScell junction maintenance9/184935/187235.76e-034.81e-029
GO:004521623LungMIACcell-cell junction organization26/967200/187231.38e-059.86e-0426
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04814LungMIACMotor proteins21/507193/84655.64e-033.82e-022.76e-0221
hsa048141LungMIACMotor proteins21/507193/84655.64e-033.82e-022.76e-0221
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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
KIFC3SNVMissense_Mutationnovelc.676N>Cp.Glu226Glnp.E226QQ9BVG8protein_codingtolerated(0.22)benign(0.186)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
KIFC3SNVMissense_Mutationc.2389C>Tp.Arg797Cysp.R797CQ9BVG8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIFC3SNVMissense_Mutationnovelc.896N>Ap.Ala299Aspp.A299DQ9BVG8protein_codingtolerated(0.1)benign(0.029)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KIFC3SNVMissense_Mutationc.1964G>Ap.Arg655Hisp.R655HQ9BVG8protein_codingdeleterious(0)probably_damaging(0.983)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
KIFC3SNVMissense_Mutationrs782343536c.2330C>Tp.Thr777Metp.T777MQ9BVG8protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A154-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
KIFC3insertionFrame_Shift_Insnovelc.449_450insTACTGAGCCTTTTCCTGGTCTGGCCp.Gly151ThrfsTer24p.G151Tfs*24Q9BVG8protein_codingTCGA-A2-A0CQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KIFC3insertionFrame_Shift_Insnovelc.1021dupTp.Ser341PhefsTer26p.S341Ffs*26Q9BVG8protein_codingTCGA-BH-A1FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
KIFC3deletionFrame_Shift_Delnovelc.2182delGp.Asp728ThrfsTer83p.D728Tfs*83Q9BVG8protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
KIFC3SNVMissense_Mutationrs782764063c.547C>Tp.Arg183Cysp.R183CQ9BVG8protein_codingtolerated(0.05)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KIFC3SNVMissense_Mutationc.944T>Gp.Leu315Argp.L315RQ9BVG8protein_codingdeleterious(0.02)possibly_damaging(0.869)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=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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