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: LDAH

Gene summary for LDAH

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LDAH

Gene ID

60526

Gene namelipid droplet associated hydrolase
Gene AliasC2orf43
Cytomap2p24.1
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

A0A0A0MSH6


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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
60526LDAHLZE4THumanEsophagusESCC1.26e-072.05e-010.0811
60526LDAHLZE7THumanEsophagusESCC2.76e-062.67e-010.0667
60526LDAHLZE24THumanEsophagusESCC2.56e-091.61e-010.0596
60526LDAHP2T-EHumanEsophagusESCC8.95e-203.98e-010.1177
60526LDAHP4T-EHumanEsophagusESCC1.72e-152.87e-010.1323
60526LDAHP5T-EHumanEsophagusESCC3.04e-061.07e-010.1327
60526LDAHP8T-EHumanEsophagusESCC6.16e-092.32e-010.0889
60526LDAHP10T-EHumanEsophagusESCC2.91e-131.82e-010.116
60526LDAHP11T-EHumanEsophagusESCC1.10e-021.45e-010.1426
60526LDAHP12T-EHumanEsophagusESCC4.51e-102.37e-010.1122
60526LDAHP15T-EHumanEsophagusESCC2.87e-071.64e-010.1149
60526LDAHP16T-EHumanEsophagusESCC2.39e-081.95e-010.1153
60526LDAHP17T-EHumanEsophagusESCC1.82e-021.73e-010.1278
60526LDAHP20T-EHumanEsophagusESCC2.57e-122.68e-010.1124
60526LDAHP21T-EHumanEsophagusESCC4.17e-051.24e-010.1617
60526LDAHP22T-EHumanEsophagusESCC1.88e-112.17e-010.1236
60526LDAHP23T-EHumanEsophagusESCC1.40e-122.93e-010.108
60526LDAHP24T-EHumanEsophagusESCC3.75e-039.91e-020.1287
60526LDAHP26T-EHumanEsophagusESCC1.47e-142.53e-010.1276
60526LDAHP27T-EHumanEsophagusESCC1.30e-153.15e-010.1055
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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
∗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:0051235110EsophagusESCCmaintenance of location200/8552327/187231.01e-082.02e-07200
GO:00199155EsophagusESCClipid storage58/855287/187236.15e-054.72e-0458
GO:00160427EsophagusESCClipid catabolic process168/8552320/187237.97e-032.84e-02168
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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
LDAHSNVMissense_Mutationrs375981134c.760N>Ap.Glu254Lysp.E254KQ9H6V9protein_codingtolerated(0.6)benign(0.305)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LDAHSNVMissense_Mutationc.735N>Ap.Met245Ilep.M245IQ9H6V9protein_codingdeleterious(0)probably_damaging(0.953)TCGA-EK-A2PI-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
LDAHSNVMissense_Mutationc.778N>Gp.Leu260Valp.L260VQ9H6V9protein_codingdeleterious(0)possibly_damaging(0.694)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LDAHSNVMissense_Mutationc.22N>Ap.Glu8Lysp.E8KQ9H6V9protein_codingtolerated(0.14)benign(0.057)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
LDAHSNVMissense_Mutationrs761059091c.107N>Gp.His36Argp.H36RQ9H6V9protein_codingtolerated(0.1)benign(0)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
LDAHSNVMissense_Mutationc.88N>Tp.Pro30Serp.P30SQ9H6V9protein_codingtolerated(0.09)benign(0.135)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
LDAHSNVMissense_Mutationnovelc.341G>Ap.Gly114Glup.G114EQ9H6V9protein_codingdeleterious(0)benign(0.349)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LDAHSNVMissense_Mutationc.257N>Tp.Ala86Valp.A86VQ9H6V9protein_codingtolerated(0.61)benign(0.003)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LDAHSNVMissense_Mutationc.257C>Tp.Ala86Valp.A86VQ9H6V9protein_codingtolerated(0.61)benign(0.003)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
LDAHSNVMissense_Mutationrs191990052c.220N>Tp.Arg74Cysp.R74CQ9H6V9protein_codingtolerated(0.07)benign(0.056)TCGA-AP-A056-01Endometriumuterine corpus endometrioid 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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