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: ITIH5

Gene summary for ITIH5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ITIH5

Gene ID

80760

Gene nameinter-alpha-trypsin inhibitor heavy chain 5
Gene AliasITI-HC5
Cytomap10p14
Gene Typeprotein-coding
GO ID

GO:0006022

UniProtAcc

G5E9D8


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
80760ITIH5P4T-EHumanEsophagusESCC2.20e-021.27e-010.1323
80760ITIH5P9T-EHumanEsophagusESCC3.05e-032.05e-010.1131
80760ITIH5P11T-EHumanEsophagusESCC1.13e-065.28e-010.1426
80760ITIH5P19T-EHumanEsophagusESCC3.75e-078.77e-010.1662
80760ITIH5P21T-EHumanEsophagusESCC5.00e-175.47e-010.1617
80760ITIH5P130T-EHumanEsophagusESCC1.45e-136.12e-010.1676
80760ITIH5S43HumanLiverCirrhotic2.28e-134.33e-01-0.0187
80760ITIH5HCC1_MengHumanLiverHCC1.77e-02-1.75e-010.0246
80760ITIH5cirrhotic1HumanLiverCirrhotic5.45e-071.13e-010.0202
80760ITIH5cirrhotic2HumanLiverCirrhotic1.54e-052.49e-010.0201
80760ITIH5HCC1HumanLiverHCC4.30e-083.53e+000.5336
80760ITIH5HCC2HumanLiverHCC3.88e-152.06e+000.5341
80760ITIH5HCC5HumanLiverHCC1.51e-081.61e+000.4932
80760ITIH5Pt13.aHumanLiverHCC9.14e-03-1.73e-010.021
80760ITIH5S014HumanLiverHCC1.21e-02-1.77e-010.2254
80760ITIH5S015HumanLiverHCC2.39e-07-1.15e-010.2375
80760ITIH5S016HumanLiverHCC5.80e-04-1.77e-010.2243
80760ITIH5S027HumanLiverHCC1.99e-021.47e+000.2446
Page: 1 

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
∗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:0052547111EsophagusESCCregulation of peptidase activity275/8552461/187237.54e-101.88e-08275
GO:0052548111EsophagusESCCregulation of endopeptidase activity253/8552432/187233.68e-086.78e-07253
GO:0045861111EsophagusESCCnegative regulation of proteolysis195/8552351/187231.13e-047.85e-04195
GO:0051346110EsophagusESCCnegative regulation of hydrolase activity208/8552379/187231.76e-041.14e-03208
GO:001046620EsophagusESCCnegative regulation of peptidase activity140/8552262/187236.73e-032.46e-02140
GO:001095119EsophagusESCCnegative regulation of endopeptidase activity135/8552252/187236.86e-032.51e-02135
GO:005254712LiverCirrhoticregulation of peptidase activity185/4634461/187231.32e-131.09e-11185
GO:005254812LiverCirrhoticregulation of endopeptidase activity172/4634432/187232.12e-121.58e-10172
GO:004586112LiverCirrhoticnegative regulation of proteolysis136/4634351/187233.46e-091.42e-07136
GO:005134612LiverCirrhoticnegative regulation of hydrolase activity139/4634379/187231.24e-073.42e-06139
GO:001095111LiverCirrhoticnegative regulation of endopeptidase activity98/4634252/187234.19e-079.77e-0698
GO:001046612LiverCirrhoticnegative regulation of peptidase activity100/4634262/187238.90e-071.84e-05100
GO:005254722LiverHCCregulation of peptidase activity247/7958461/187238.28e-071.27e-05247
GO:005254822LiverHCCregulation of endopeptidase activity230/7958432/187233.58e-064.68e-05230
GO:004586122LiverHCCnegative regulation of proteolysis186/7958351/187234.19e-054.11e-04186
GO:005134622LiverHCCnegative regulation of hydrolase activity195/7958379/187232.44e-041.82e-03195
GO:001095121LiverHCCnegative regulation of endopeptidase activity129/7958252/187233.17e-031.47e-02129
GO:001046621LiverHCCnegative regulation of peptidase activity132/7958262/187235.82e-032.42e-02132
Page: 1 

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
ITIH5SNVMissense_Mutationnovelc.2104N>Ap.Asp702Asnp.D702Nprotein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-A1-A0SH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
ITIH5SNVMissense_Mutationc.187C>Ap.Arg63Serp.R63Sprotein_codingdeleterious(0.01)probably_damaging(0.978)TCGA-A8-A07B-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ITIH5SNVMissense_Mutationnovelc.1607N>Tp.Lys536Metp.K536Mprotein_codingtolerated(0.08)probably_damaging(0.914)TCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ITIH5SNVMissense_Mutationrs767409400c.1938C>Gp.Ser646Argp.S646Rprotein_codingtolerated(0.12)benign(0.361)TCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ITIH5SNVMissense_Mutationnovelc.464N>Cp.Gly155Alap.G155Aprotein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-B6-A0I2-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ITIH5SNVMissense_Mutationrs745793204c.736C>Tp.Arg246Cysp.R246Cprotein_codingdeleterious(0)benign(0.16)TCGA-C8-A12P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ITIH5SNVMissense_Mutationnovelc.2012A>Gp.Gln671Argp.Q671Rprotein_codingtolerated(0.85)benign(0.003)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
ITIH5SNVMissense_Mutationnovelc.2041N>Tp.Ile681Phep.I681Fprotein_codingdeleterious(0.01)probably_damaging(1)TCGA-E9-A1R2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereCR
ITIH5insertionFrame_Shift_Insnovelc.1555_1556insCCAACGCCAATGTCACCGTCACCATCCAGGGCTCCATAGCCTTTGTCp.Gly519AlafsTer88p.G519Afs*88protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
ITIH5insertionIn_Frame_Insnovelc.1593_1594insGTCACCATCCAGGGCTCCATAGCCTTTGTCp.Thr531_Ile532insValThrIleGlnGlySerIleAlaPheValp.T531_I532insVTIQGSIAFVprotein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 

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