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: HEATR5A

Gene summary for HEATR5A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HEATR5A

Gene ID

25938

Gene nameHEAT repeat containing 5A
Gene AliasC14orf125
Cytomap14q12
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

F5H619


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
25938HEATR5ALZE5THumanEsophagusESCC8.94e-044.60e-010.0514
25938HEATR5ALZE7THumanEsophagusESCC2.63e-022.01e-010.0667
25938HEATR5ALZE20THumanEsophagusESCC2.07e-021.56e-010.0662
25938HEATR5ALZE24THumanEsophagusESCC7.70e-051.48e-010.0596
25938HEATR5ALZE21THumanEsophagusESCC5.27e-042.47e-010.0655
25938HEATR5AP2T-EHumanEsophagusESCC1.04e-045.44e-020.1177
25938HEATR5AP5T-EHumanEsophagusESCC8.75e-112.13e-010.1327
25938HEATR5AP8T-EHumanEsophagusESCC1.62e-204.20e-010.0889
25938HEATR5AP9T-EHumanEsophagusESCC3.88e-081.98e-010.1131
25938HEATR5AP10T-EHumanEsophagusESCC2.39e-081.33e-010.116
25938HEATR5AP11T-EHumanEsophagusESCC3.01e-073.19e-010.1426
25938HEATR5AP12T-EHumanEsophagusESCC4.40e-211.85e-010.1122
25938HEATR5AP15T-EHumanEsophagusESCC1.11e-153.26e-010.1149
25938HEATR5AP16T-EHumanEsophagusESCC4.08e-064.45e-020.1153
25938HEATR5AP19T-EHumanEsophagusESCC1.54e-053.45e-010.1662
25938HEATR5AP21T-EHumanEsophagusESCC5.03e-101.36e-010.1617
25938HEATR5AP22T-EHumanEsophagusESCC5.70e-151.06e-010.1236
25938HEATR5AP23T-EHumanEsophagusESCC6.82e-133.45e-010.108
25938HEATR5AP24T-EHumanEsophagusESCC4.17e-141.55e-010.1287
25938HEATR5AP26T-EHumanEsophagusESCC1.09e-101.69e-010.1276
Page: 1 2 3 4 

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
∗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:001619715EsophagusESCCendosomal transport168/8552230/187232.28e-171.93e-15168
GO:001648210EsophagusESCCcytosolic transport124/8552168/187239.69e-144.69e-12124
GO:00421477EsophagusESCCretrograde transport, endosome to Golgi63/855291/187234.58e-064.87e-0563
GO:00164825LiverNAFLDcytosolic transport34/1882168/187235.52e-051.25e-0334
GO:00161975LiverNAFLDendosomal transport41/1882230/187232.02e-043.53e-0341
GO:00421474LiverNAFLDretrograde transport, endosome to Golgi19/188291/187231.55e-031.67e-0219
GO:001619721LiverHCCendosomal transport154/7958230/187234.74e-142.95e-12154
GO:001648221LiverHCCcytosolic transport117/7958168/187238.83e-134.48e-11117
GO:004214721LiverHCCretrograde transport, endosome to Golgi61/795891/187231.94e-062.68e-0561
GO:00164826LungIACcytosolic transport37/2061168/187232.74e-057.26e-0437
GO:00161976LungIACendosomal transport43/2061230/187233.53e-045.50e-0343
GO:001648212LungAIScytosolic transport35/1849168/187231.57e-055.63e-0435
GO:001619712LungAISendosomal transport38/1849230/187231.08e-031.41e-0238
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
HEATR5ASNVMissense_Mutationnovelc.2704G>Cp.Asp902Hisp.D902Hprotein_codingdeleterious(0)probably_damaging(0.987)TCGA-5L-AAT0-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
HEATR5ASNVMissense_Mutationrs755830117c.5833N>Tp.Arg1945Cysp.R1945Cprotein_codingtolerated(0.06)benign(0.316)TCGA-A2-A0YJ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
HEATR5ASNVMissense_Mutationrs763891115c.3278N>Tp.Cys1093Phep.C1093Fprotein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A1FW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
HEATR5ASNVMissense_Mutationc.4003N>Cp.Glu1335Glnp.E1335Qprotein_codingdeleterious(0)possibly_damaging(0.826)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
HEATR5ASNVMissense_Mutationrs372569181c.1195N>Ap.Val399Ilep.V399Iprotein_codingtolerated(0.43)benign(0.013)TCGA-A8-A08S-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
HEATR5ASNVMissense_Mutationrs762790566c.4636G>Cp.Ala1546Prop.A1546Pprotein_codingtolerated(0.24)benign(0)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
HEATR5ASNVMissense_Mutationc.2813N>Ap.Ser938Tyrp.S938Yprotein_codingdeleterious(0)possibly_damaging(0.575)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HEATR5ASNVMissense_Mutationrs763891115c.3278N>Tp.Cys1093Phep.C1093Fprotein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0G0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HEATR5ASNVMissense_Mutationnovelc.4298N>Ap.Arg1433Lysp.R1433Kprotein_codingtolerated(0.94)benign(0.001)TCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
HEATR5ASNVMissense_Mutationnovelc.3839N>Ap.Ala1280Aspp.A1280Dprotein_codingdeleterious(0)probably_damaging(0.991)TCGA-B6-A0RS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 

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