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: HSCB

Gene summary for HSCB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HSCB

Gene ID

150274

Gene nameHscB mitochondrial iron-sulfur cluster cochaperone
Gene AliasDNAJC20
Cytomap22q12.1
Gene Typeprotein-coding
GO ID

GO:0006790

UniProtAcc

B0QYH2


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
150274HSCBLZE4THumanEsophagusESCC1.87e-031.09e-010.0811
150274HSCBLZE7THumanEsophagusESCC5.98e-052.00e-010.0667
150274HSCBLZE8THumanEsophagusESCC2.32e-041.39e-010.067
150274HSCBLZE24THumanEsophagusESCC3.37e-184.40e-010.0596
150274HSCBLZE6THumanEsophagusESCC9.10e-061.67e-010.0845
150274HSCBP1T-EHumanEsophagusESCC1.82e-065.02e-010.0875
150274HSCBP2T-EHumanEsophagusESCC5.18e-273.88e-010.1177
150274HSCBP4T-EHumanEsophagusESCC8.19e-246.22e-010.1323
150274HSCBP5T-EHumanEsophagusESCC2.50e-081.07e-010.1327
150274HSCBP8T-EHumanEsophagusESCC1.13e-244.75e-010.0889
150274HSCBP9T-EHumanEsophagusESCC3.13e-164.74e-010.1131
150274HSCBP10T-EHumanEsophagusESCC1.57e-345.93e-010.116
150274HSCBP11T-EHumanEsophagusESCC6.13e-103.32e-010.1426
150274HSCBP12T-EHumanEsophagusESCC3.50e-354.92e-010.1122
150274HSCBP15T-EHumanEsophagusESCC1.63e-194.38e-010.1149
150274HSCBP16T-EHumanEsophagusESCC7.29e-173.26e-010.1153
150274HSCBP17T-EHumanEsophagusESCC2.98e-043.18e-010.1278
150274HSCBP19T-EHumanEsophagusESCC3.14e-034.08e-010.1662
150274HSCBP20T-EHumanEsophagusESCC1.85e-164.00e-010.1124
150274HSCBP21T-EHumanEsophagusESCC1.53e-212.11e-010.1617
Page: 1 2 3 4 5 

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
∗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:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:001622611EsophagusESCCiron-sulfur cluster assembly21/855226/187232.69e-041.63e-0321
GO:003116311EsophagusESCCmetallo-sulfur cluster assembly21/855226/187232.69e-041.63e-0321
GO:009742811EsophagusESCCprotein maturation by iron-sulfur cluster transfer14/855216/187236.78e-043.56e-0314
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:00516046LiverCirrhoticprotein maturation121/4634294/187233.54e-101.68e-08121
GO:000679011LiverCirrhoticsulfur compound metabolic process129/4634339/187233.06e-081.04e-06129
GO:000679021LiverHCCsulfur compound metabolic process212/7958339/187235.60e-143.39e-12212
GO:005160412LiverHCCprotein maturation171/7958294/187233.80e-088.30e-07171
GO:0016226LiverHCCiron-sulfur cluster assembly18/795826/187235.37e-032.24e-0218
GO:0031163LiverHCCmetallo-sulfur cluster assembly18/795826/187235.37e-032.24e-0218
GO:005160410Oral cavityOSCCprotein maturation170/7305294/187233.97e-111.28e-09170
GO:00067905Oral cavityOSCCsulfur compound metabolic process168/7305339/187234.50e-053.84e-04168
GO:0051259Oral cavityOSCCprotein complex oligomerization121/7305238/187231.29e-049.21e-04121
GO:00162262Oral cavityOSCCiron-sulfur cluster assembly19/730526/187234.46e-042.70e-0319
GO:00311632Oral cavityOSCCmetallo-sulfur cluster assembly19/730526/187234.46e-042.70e-0319
GO:0097428Oral cavityOSCCprotein maturation by iron-sulfur cluster transfer11/730516/187231.56e-024.99e-0211
GO:005160416Oral cavityLPprotein maturation122/4623294/187231.37e-107.72e-09122
GO:00512591Oral cavityLPprotein complex oligomerization85/4623238/187238.81e-051.11e-0385
Page: 1 2 

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
HSCBSNVMissense_Mutationrs773726014c.85N>Ap.Asp29Asnp.D29NQ8IWL3protein_codingtolerated(1)benign(0)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HSCBSNVMissense_Mutationnovelc.507T>Ap.Asn169Lysp.N169KQ8IWL3protein_codingdeleterious(0)probably_damaging(1)TCGA-AR-A24X-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
HSCBdeletionFrame_Shift_Delc.363delGp.Thr122ProfsTer3p.T122Pfs*3Q8IWL3protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
HSCBSNVMissense_Mutationnovelc.543N>Ap.Met181Ilep.M181IQ8IWL3protein_codingtolerated(0.89)benign(0.001)TCGA-UC-A7PG-06Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
HSCBSNVMissense_Mutationrs768337799c.295N>Tp.Arg99Cysp.R99CQ8IWL3protein_codingdeleterious(0.02)probably_damaging(0.986)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
HSCBSNVMissense_Mutationc.260C>Tp.Thr87Ilep.T87IQ8IWL3protein_codingtolerated(0.22)benign(0.014)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
HSCBSNVMissense_Mutationc.539N>Tp.Ala180Valp.A180VQ8IWL3protein_codingtolerated(0.17)benign(0.213)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HSCBSNVMissense_Mutationnovelc.313N>Ap.Phe105Ilep.F105IQ8IWL3protein_codingtolerated(0.38)benign(0.376)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
HSCBSNVMissense_Mutationrs535969441c.296N>Ap.Arg99Hisp.R99HQ8IWL3protein_codingdeleterious(0.02)benign(0.26)TCGA-A5-A0GR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HSCBSNVMissense_Mutationrs774561408c.362N>Tp.Ser121Leup.S121LQ8IWL3protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 

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