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: HIKESHI

Gene summary for HIKESHI

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIKESHI

Gene ID

51501

Gene nameheat shock protein nuclear import factor hikeshi
Gene AliasC11orf73
Cytomap11q14.2
Gene Typeprotein-coding
GO ID

GO:0006606

UniProtAcc

Q53FT3


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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
51501HIKESHILZE2THumanEsophagusESCC2.87e-066.91e-010.082
51501HIKESHILZE4THumanEsophagusESCC4.93e-174.58e-010.0811
51501HIKESHILZE5THumanEsophagusESCC3.15e-063.25e-010.0514
51501HIKESHILZE7THumanEsophagusESCC1.02e-083.70e-010.0667
51501HIKESHILZE8THumanEsophagusESCC1.13e-094.53e-010.067
51501HIKESHILZE20THumanEsophagusESCC4.05e-112.99e-010.0662
51501HIKESHILZE22THumanEsophagusESCC7.96e-062.76e-010.068
51501HIKESHILZE24THumanEsophagusESCC6.93e-361.01e+000.0596
51501HIKESHILZE6THumanEsophagusESCC2.93e-074.50e-010.0845
51501HIKESHIP5T-EHumanEsophagusESCC7.90e-03-1.65e-010.1327
51501HIKESHIP22T-EHumanEsophagusESCC1.66e-02-1.65e-010.1236
51501HIKESHIP28T-EHumanEsophagusESCC3.50e-02-1.65e-010.1149
51501HIKESHIHCC1HumanLiverHCC1.08e-042.12e+000.5336
51501HIKESHIHCC2HumanLiverHCC1.53e-052.30e+000.5341
51501HIKESHIS014HumanLiverHCC5.76e-451.22e+000.2254
51501HIKESHIS015HumanLiverHCC1.08e-351.36e+000.2375
51501HIKESHIS016HumanLiverHCC7.59e-451.32e+000.2243
51501HIKESHIS027HumanLiverHCC2.65e-139.41e-010.2446
51501HIKESHIS028HumanLiverHCC8.58e-319.80e-010.2503
51501HIKESHIS029HumanLiverHCC1.28e-331.26e+000.2581
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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
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:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006913110EsophagusESCCnucleocytoplasmic transport230/8552301/187236.04e-282.02e-25230
GO:0051169110EsophagusESCCnuclear transport230/8552301/187236.04e-282.02e-25230
GO:003450418EsophagusESCCprotein localization to nucleus211/8552290/187234.06e-216.60e-19211
GO:001703818EsophagusESCCprotein import149/8552206/187235.90e-153.31e-13149
GO:005117014EsophagusESCCimport into nucleus111/8552159/187235.69e-101.44e-08111
GO:000660613EsophagusESCCprotein import into nucleus108/8552155/187231.16e-092.77e-08108
GO:0009408110EsophagusESCCresponse to heat77/8552110/187232.01e-073.11e-0677
GO:0034605111EsophagusESCCcellular response to heat52/855269/187234.87e-076.53e-0652
GO:00070308EsophagusESCCGolgi organization101/8552157/187231.78e-062.10e-05101
GO:00303239EsophagusESCCrespiratory tube development112/8552181/187237.82e-067.69e-05112
GO:00605417EsophagusESCCrespiratory system development123/8552203/187231.26e-051.15e-04123
GO:00303249EsophagusESCClung development109/8552177/187231.40e-051.27e-04109
GO:000926619EsophagusESCCresponse to temperature stimulus106/8552178/187231.30e-048.84e-04106
GO:007259422LiverHCCestablishment of protein localization to organelle299/7958422/187231.06e-326.10e-30299
GO:000691322LiverHCCnucleocytoplasmic transport208/7958301/187235.51e-218.12e-19208
GO:005116922LiverHCCnuclear transport208/7958301/187235.51e-218.12e-19208
GO:003450421LiverHCCprotein localization to nucleus194/7958290/187232.84e-172.85e-15194
GO:001703811LiverHCCprotein import140/7958206/187231.12e-136.46e-12140
GO:003460512LiverHCCcellular response to heat53/795869/187236.62e-091.70e-0753
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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
HIKESHISNVMissense_Mutationrs559792088c.221N>Tp.Thr74Metp.T74MQ53FT3protein_codingdeleterious(0)probably_damaging(0.973)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HIKESHISNVMissense_Mutationc.432N>Tp.Lys144Asnp.K144NQ53FT3protein_codingdeleterious(0)probably_damaging(0.945)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
HIKESHISNVMissense_Mutationrs766619246c.95G>Ap.Ser32Asnp.S32NQ53FT3protein_codingtolerated(1)benign(0.007)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
HIKESHISNVMissense_Mutationnovelc.268N>Ap.Gly90Argp.G90RQ53FT3protein_codingtolerated(0.1)possibly_damaging(0.731)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HIKESHISNVMissense_Mutationnovelc.364N>Ap.Ala122Thrp.A122TQ53FT3protein_codingtolerated(0.26)benign(0.026)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HIKESHISNVMissense_Mutationnovelc.188N>Tp.Gly63Valp.G63VQ53FT3protein_codingdeleterious(0.02)benign(0.33)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HIKESHISNVMissense_Mutationc.332T>Gp.Ile111Serp.I111SQ53FT3protein_codingdeleterious(0)probably_damaging(0.965)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HIKESHISNVMissense_Mutationc.120N>Ap.Met40Ilep.M40IQ53FT3protein_codingdeleterious(0.01)benign(0.091)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
HIKESHISNVMissense_Mutationnovelc.194N>Ap.Pro65Glnp.P65QQ53FT3protein_codingdeleterious(0.05)benign(0.035)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HIKESHISNVMissense_Mutationrs201239774c.65N>Cp.Lys22Thrp.K22TQ53FT3protein_codingdeleterious(0.02)probably_damaging(0.917)TCGA-BK-A6W3-01Endometriumuterine 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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