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: UNC45A

Gene summary for UNC45A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UNC45A

Gene ID

55898

Gene nameunc-45 myosin chaperone A
Gene AliasGC-UNC45
Cytomap15q26.1
Gene Typeprotein-coding
GO ID

GO:0006457

UniProtAcc

Q9H3U1


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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
55898UNC45ALZE4THumanEsophagusESCC7.91e-134.46e-010.0811
55898UNC45ALZE7THumanEsophagusESCC2.76e-065.60e-010.0667
55898UNC45ALZE8THumanEsophagusESCC3.40e-091.78e-010.067
55898UNC45ALZE20THumanEsophagusESCC2.28e-041.22e-010.0662
55898UNC45ALZE22THumanEsophagusESCC1.79e-031.69e-010.068
55898UNC45ALZE24THumanEsophagusESCC5.07e-151.66e-010.0596
55898UNC45ALZE21THumanEsophagusESCC8.43e-034.28e-010.0655
55898UNC45ALZE6THumanEsophagusESCC5.93e-051.57e-010.0845
55898UNC45AP1T-EHumanEsophagusESCC4.86e-097.00e-010.0875
55898UNC45AP2T-EHumanEsophagusESCC6.32e-263.43e-010.1177
55898UNC45AP4T-EHumanEsophagusESCC9.19e-325.76e-010.1323
55898UNC45AP5T-EHumanEsophagusESCC2.06e-211.81e-010.1327
55898UNC45AP8T-EHumanEsophagusESCC3.33e-314.58e-010.0889
55898UNC45AP9T-EHumanEsophagusESCC3.16e-174.69e-010.1131
55898UNC45AP10T-EHumanEsophagusESCC6.70e-468.17e-010.116
55898UNC45AP11T-EHumanEsophagusESCC5.44e-065.67e-010.1426
55898UNC45AP12T-EHumanEsophagusESCC8.15e-407.14e-010.1122
55898UNC45AP15T-EHumanEsophagusESCC5.03e-337.44e-010.1149
55898UNC45AP16T-EHumanEsophagusESCC3.24e-306.36e-010.1153
55898UNC45AP17T-EHumanEsophagusESCC1.28e-053.31e-010.1278
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:0006457110EsophagusESCCprotein folding163/8552212/187231.13e-201.74e-18163
GO:0061077110EsophagusESCCchaperone-mediated protein folding56/855267/187231.52e-104.36e-0956
GO:00064577LiverCirrhoticprotein folding114/4634212/187239.23e-202.31e-17114
GO:00610777LiverCirrhoticchaperone-mediated protein folding40/463467/187231.24e-095.43e-0840
GO:000645712LiverHCCprotein folding160/7958212/187231.07e-221.88e-20160
GO:006107712LiverHCCchaperone-mediated protein folding56/795867/187234.86e-122.14e-1056
GO:000645718Oral cavityOSCCprotein folding154/7305212/187231.89e-234.60e-21154
GO:006107718Oral cavityOSCCchaperone-mediated protein folding54/730567/187233.73e-121.45e-1054
GO:000645719Oral cavityLPprotein folding125/4623212/187231.62e-268.45e-24125
GO:006107719Oral cavityLPchaperone-mediated protein folding45/462367/187232.58e-132.41e-1145
GO:0006457111SkincSCCprotein folding131/4864212/187232.96e-281.32e-25131
GO:0061077111SkincSCCchaperone-mediated protein folding46/486467/187232.93e-131.75e-1146
GO:0006457112ThyroidPTCprotein folding137/5968212/187238.29e-232.01e-20137
GO:0061077112ThyroidPTCchaperone-mediated protein folding46/596867/187236.91e-102.08e-0846
GO:000645733ThyroidATCprotein folding140/6293212/187233.46e-228.09e-20140
GO:006107733ThyroidATCchaperone-mediated protein folding47/629367/187231.05e-092.67e-0847
GO:000751716ThyroidATCmuscle organ development139/6293327/187234.45e-042.64e-03139
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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
UNC45ASNVMissense_Mutationnovelc.1193N>Cp.Tyr398Serp.Y398SQ9H3U1protein_codingdeleterious(0)probably_damaging(0.939)TCGA-AN-A04A-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
UNC45ASNVMissense_Mutationc.2325N>Tp.Lys775Asnp.K775NQ9H3U1protein_codingtolerated(0.09)benign(0.164)TCGA-AR-A0U3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
UNC45ASNVMissense_Mutationrs774657103c.2192N>Gp.Tyr731Cysp.Y731CQ9H3U1protein_codingtolerated(0.07)probably_damaging(0.997)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
UNC45ASNVMissense_Mutationrs8041417c.2506N>Tp.Arg836Trpp.R836WQ9H3U1protein_codingdeleterious(0.03)possibly_damaging(0.874)TCGA-D8-A145-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
UNC45ASNVMissense_Mutationrs200736586c.443C>Tp.Ser148Leup.S148LQ9H3U1protein_codingdeleterious(0.03)benign(0.265)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
UNC45ASNVMissense_Mutationrs765216586c.2437G>Ap.Glu813Lysp.E813KQ9H3U1protein_codingtolerated(1)benign(0.02)TCGA-OK-A5Q2-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
UNC45AinsertionNonsense_Mutationnovelc.559_560insAGTCCTATGTTGAGAAGAATTAGGAAGCAGATTGCCTp.Gly187GlufsTer8p.G187Efs*8Q9H3U1protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
UNC45AinsertionIn_Frame_Insnovelc.1194_1195insTTCCCGp.Tyr398_Ile399insPheProp.Y398_I399insFPQ9H3U1protein_codingTCGA-AN-A04A-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
UNC45AinsertionFrame_Shift_Insnovelc.2151_2152insTp.Thr718TyrfsTer15p.T718Yfs*15Q9H3U1protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
UNC45AinsertionIn_Frame_Insnovelc.2153_2154insACACCCCTTCCTGATGGCTGAGCCATCAGCp.Thr718_Ser719insHisProPheLeuMetAlaGluProSerAlap.T718_S719insHPFLMAEPSAQ9H3U1protein_codingTCGA-AN-A0FN-01Breastbreast invasive 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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