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: ALDH1A3

Gene summary for ALDH1A3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ALDH1A3

Gene ID

220

Gene namealdehyde dehydrogenase 1 family member A3
Gene AliasALDH1A6
Cytomap15q26.3
Gene Typeprotein-coding
GO ID

GO:0001523

UniProtAcc

A0A024RC95


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
220ALDH1A3LZE4THumanEsophagusESCC6.66e-04-2.59e-010.0811
220ALDH1A3LZE8THumanEsophagusESCC1.87e-04-1.92e-010.067
220ALDH1A3LZE20THumanEsophagusESCC1.47e-03-2.17e-010.0662
220ALDH1A3P8T-EHumanEsophagusESCC7.11e-421.58e+000.0889
220ALDH1A3P10T-EHumanEsophagusESCC7.93e-03-3.08e-010.116
220ALDH1A3P11T-EHumanEsophagusESCC1.70e-021.42e-030.1426
220ALDH1A3P12T-EHumanEsophagusESCC8.43e-05-2.60e-010.1122
220ALDH1A3P15T-EHumanEsophagusESCC1.08e-06-2.43e-010.1149
220ALDH1A3P16T-EHumanEsophagusESCC1.71e-161.20e+000.1153
220ALDH1A3P19T-EHumanEsophagusESCC1.76e-02-3.36e-020.1662
220ALDH1A3P22T-EHumanEsophagusESCC2.24e-07-2.80e-010.1236
220ALDH1A3P23T-EHumanEsophagusESCC1.17e-046.77e-010.108
220ALDH1A3P26T-EHumanEsophagusESCC1.89e-04-2.55e-010.1276
220ALDH1A3P32T-EHumanEsophagusESCC2.44e-06-2.52e-010.1666
220ALDH1A3P37T-EHumanEsophagusESCC1.66e-066.45e-020.1371
220ALDH1A3P38T-EHumanEsophagusESCC1.00e-04-7.06e-020.127
220ALDH1A3P42T-EHumanEsophagusESCC1.20e-03-1.87e-010.1175
220ALDH1A3P61T-EHumanEsophagusESCC4.53e-05-2.15e-010.099
220ALDH1A3P75T-EHumanEsophagusESCC5.37e-178.26e-010.1125
220ALDH1A3P76T-EHumanEsophagusESCC1.32e-074.59e-010.1207
Page: 1 2 

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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:0048732111EsophagusESCCgland development269/8552436/187237.81e-122.95e-10269
GO:00163316EsophagusESCCmorphogenesis of embryonic epithelium98/8552147/187232.12e-073.27e-0698
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00605417EsophagusESCCrespiratory system development123/8552203/187231.26e-051.15e-04123
GO:00603242EsophagusESCCface development34/855244/187231.90e-051.67e-0434
GO:004885718EsophagusESCCneural nucleus development44/855264/187231.59e-041.05e-0344
GO:00463948EsophagusESCCcarboxylic acid biosynthetic process175/8552314/187231.98e-041.26e-03175
GO:00160538EsophagusESCCorganic acid biosynthetic process175/8552316/187233.04e-041.82e-03175
GO:00485687EsophagusESCCembryonic organ development228/8552427/187237.28e-043.79e-03228
GO:00060818EsophagusESCCcellular aldehyde metabolic process40/855260/187238.30e-044.28e-0340
GO:00512623EsophagusESCCprotein tetramerization54/855287/187231.50e-037.06e-0354
GO:00082991EsophagusESCCisoprenoid biosynthetic process21/855228/187231.57e-037.33e-0321
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:004873218ProstateBPHgland development122/3107436/187231.13e-095.01e-08122
GO:004885715ProstateBPHneural nucleus development28/310764/187232.93e-076.23e-0628
GO:00163314ProstateBPHmorphogenesis of embryonic epithelium41/3107147/187233.86e-042.83e-0341
GO:00060816ProstateBPHcellular aldehyde metabolic process20/310760/187231.14e-037.10e-0320
GO:00605415ProstateBPHrespiratory system development50/3107203/187232.09e-031.17e-0250
GO:00309004ProstateBPHforebrain development80/3107379/187231.19e-024.82e-0280
GO:004873219ProstateTumorgland development132/3246436/187231.40e-111.04e-09132
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
ALDH1A3SNVMissense_Mutationc.1266N>Gp.Phe422Leup.F422LP47895protein_codingdeleterious(0.02)benign(0.009)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ALDH1A3SNVMissense_Mutationnovelc.132N>Tp.Lys44Asnp.K44NP47895protein_codingdeleterious(0.04)benign(0.082)TCGA-AC-A6IW-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ALDH1A3SNVMissense_Mutationrs747991447c.1276N>Ap.Glu426Lysp.E426KP47895protein_codingtolerated(0.06)benign(0.011)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ALDH1A3SNVMissense_Mutationc.876C>Gp.Asp292Glup.D292EP47895protein_codingdeleterious(0)probably_damaging(0.994)TCGA-C8-A12Q-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
ALDH1A3SNVMissense_Mutationc.1477N>Tp.Ala493Serp.A493SP47895protein_codingtolerated(0.16)probably_damaging(0.999)TCGA-D8-A3Z6-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphaneSD
ALDH1A3SNVMissense_Mutationc.1322N>Tp.Ala441Valp.A441VP47895protein_codingdeleterious(0)possibly_damaging(0.49)TCGA-E2-A1BC-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
ALDH1A3insertionIn_Frame_Insnovelc.993_994insAGGCGGAGCGTGp.Arg332_Val335dupp.R332_V335dupP47895protein_codingTCGA-D8-A27M-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapymethotrexate+5SD
ALDH1A3SNVMissense_Mutationc.1289N>Cp.Lys430Thrp.K430TP47895protein_codingdeleterious(0.04)benign(0.136)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ALDH1A3SNVMissense_Mutationc.257N>Tp.Ser86Leup.S86LP47895protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6654-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyoxaliplatinSD
ALDH1A3SNVMissense_Mutationrs567004839c.833C>Tp.Thr278Metp.T278MP47895protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
Page: 1 2 3 4 5 6 7 

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