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: HJURP

Gene summary for HJURP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HJURP

Gene ID

55355

Gene nameHolliday junction recognition protein
Gene AliasFAKTS
Cytomap2q37.1
Gene Typeprotein-coding
GO ID

GO:0006323

UniProtAcc

Q8NCD3


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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
55355HJURPP2T-EHumanEsophagusESCC8.84e-052.38e-010.1177
55355HJURPP5T-EHumanEsophagusESCC4.44e-081.85e-010.1327
55355HJURPP10T-EHumanEsophagusESCC4.31e-062.75e-010.116
55355HJURPP17T-EHumanEsophagusESCC1.49e-022.38e-010.1278
55355HJURPP21T-EHumanEsophagusESCC1.78e-031.63e-010.1617
55355HJURPP24T-EHumanEsophagusESCC2.02e-062.14e-010.1287
55355HJURPP28T-EHumanEsophagusESCC3.50e-029.61e-020.1149
55355HJURPP31T-EHumanEsophagusESCC1.78e-031.44e-010.1251
55355HJURPP32T-EHumanEsophagusESCC1.96e-051.81e-010.1666
55355HJURPP49T-EHumanEsophagusESCC6.53e-044.34e-010.1768
55355HJURPP52T-EHumanEsophagusESCC4.41e-072.37e-010.1555
55355HJURPP76T-EHumanEsophagusESCC1.78e-031.75e-010.1207
55355HJURPP79T-EHumanEsophagusESCC2.02e-062.57e-010.1154
55355HJURPP83T-EHumanEsophagusESCC3.65e-062.70e-010.1738
55355HJURPP89T-EHumanEsophagusESCC4.36e-044.37e-010.1752
55355HJURPP91T-EHumanEsophagusESCC8.74e-057.47e-010.1828
55355HJURPP107T-EHumanEsophagusESCC1.10e-103.48e-010.171
55355HJURPP130T-EHumanEsophagusESCC1.76e-125.37e-010.1676
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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
∗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:0051098111EsophagusESCCregulation of binding251/8552363/187236.73e-208.46e-18251
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:0051101111EsophagusESCCregulation of DNA binding84/8552118/187231.64e-083.21e-0784
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:00345081EsophagusESCCcentromere complex assembly25/855230/187232.45e-052.09e-0425
GO:0031055EsophagusESCCchromatin remodeling at centromere9/855210/187235.09e-031.92e-029
GO:0043486EsophagusESCChistone exchange16/855222/187239.46e-033.28e-0216
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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
HJURPSNVMissense_Mutationrs745980197c.1282N>Cp.Glu428Glnp.E428QQ8NCD3protein_codingtolerated(0.21)benign(0.103)TCGA-A7-A4SA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
HJURPSNVMissense_Mutationc.1072N>Ap.Ala358Thrp.A358TQ8NCD3protein_codingtolerated(0.05)possibly_damaging(0.847)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
HJURPSNVMissense_Mutationc.494N>Gp.Glu165Glyp.E165GQ8NCD3protein_codingtolerated(0.05)possibly_damaging(0.755)TCGA-BH-A1FH-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
HJURPSNVMissense_Mutationc.1591N>Tp.His531Tyrp.H531YQ8NCD3protein_codingtolerated(1)benign(0)TCGA-C8-A1HE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HJURPSNVMissense_Mutationc.1394N>Gp.Asn465Serp.N465SQ8NCD3protein_codingtolerated(0.1)benign(0.066)TCGA-E9-A22G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
HJURPSNVMissense_Mutationnovelc.1444N>Cp.Thr482Prop.T482PQ8NCD3protein_codingdeleterious(0)possibly_damaging(0.799)TCGA-C5-A907-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
HJURPSNVMissense_Mutationc.31N>Cp.Glu11Glnp.E11QQ8NCD3protein_codingtolerated(0.2)benign(0.026)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
HJURPSNVMissense_Mutationnovelc.433N>Cp.Glu145Glnp.E145QQ8NCD3protein_codingdeleterious(0.01)possibly_damaging(0.888)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HJURPSNVMissense_Mutationrs771833145c.2077N>Tp.Arg693Cysp.R693CQ8NCD3protein_codingtolerated(0.22)benign(0.001)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HJURPSNVMissense_Mutationrs562372914c.320N>Ap.Arg107Hisp.R107HQ8NCD3protein_codingtolerated(0.56)benign(0.003)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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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