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: HDHD2

Gene summary for HDHD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HDHD2

Gene ID

84064

Gene namehaloacid dehalogenase like hydrolase domain containing 2
Gene Alias3110052N05Rik
Cytomap18q21.1
Gene Typeprotein-coding
GO ID

GO:0006793

UniProtAcc

Q9H0R4


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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
84064HDHD2P30T-EHumanEsophagusESCC4.18e-093.48e-010.137
84064HDHD2P31T-EHumanEsophagusESCC7.98e-162.22e-010.1251
84064HDHD2P32T-EHumanEsophagusESCC7.74e-121.57e-010.1666
84064HDHD2P36T-EHumanEsophagusESCC2.89e-042.59e-010.1187
84064HDHD2P37T-EHumanEsophagusESCC1.22e-061.96e-010.1371
84064HDHD2P39T-EHumanEsophagusESCC8.78e-121.74e-010.0894
84064HDHD2P42T-EHumanEsophagusESCC1.98e-038.15e-020.1175
84064HDHD2P47T-EHumanEsophagusESCC5.12e-096.29e-020.1067
84064HDHD2P48T-EHumanEsophagusESCC1.44e-066.70e-020.0959
84064HDHD2P49T-EHumanEsophagusESCC1.35e-089.78e-010.1768
84064HDHD2P52T-EHumanEsophagusESCC2.92e-071.86e-010.1555
84064HDHD2P54T-EHumanEsophagusESCC2.13e-072.14e-010.0975
84064HDHD2P56T-EHumanEsophagusESCC1.99e-035.92e-010.1613
84064HDHD2P57T-EHumanEsophagusESCC1.48e-171.85e-010.0926
84064HDHD2P61T-EHumanEsophagusESCC2.06e-036.54e-020.099
84064HDHD2P62T-EHumanEsophagusESCC7.14e-254.69e-010.1302
84064HDHD2P65T-EHumanEsophagusESCC8.69e-069.58e-020.0978
84064HDHD2P74T-EHumanEsophagusESCC1.15e-237.28e-010.1479
84064HDHD2P75T-EHumanEsophagusESCC5.99e-131.66e-010.1125
84064HDHD2P76T-EHumanEsophagusESCC1.97e-192.93e-010.1207
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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:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
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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
HDHD2SNVMissense_Mutationc.205N>Cp.Glu69Glnp.E69QQ9H0R4protein_codingtolerated(0.4)benign(0.055)TCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
HDHD2SNVMissense_Mutationnovelc.217N>Cp.Phe73Leup.F73LQ9H0R4protein_codingtolerated(0.05)benign(0.291)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HDHD2SNVMissense_Mutationnovelc.649N>Ap.Gly217Serp.G217SQ9H0R4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HDHD2SNVMissense_Mutationrs374468528c.14N>Ap.Arg5Hisp.R5HQ9H0R4protein_codingtolerated(0.1)benign(0.033)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HDHD2insertionFrame_Shift_Insnovelc.534_535insGp.Lys179GlufsTer17p.K179Efs*17Q9H0R4protein_codingTCGA-CM-6674-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HDHD2SNVMissense_Mutationnovelc.185A>Cp.Lys62Thrp.K62TQ9H0R4protein_codingtolerated(0.09)benign(0.024)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HDHD2SNVMissense_Mutationnovelc.257N>Cp.Lys86Thrp.K86TQ9H0R4protein_codingtolerated(0.14)benign(0.024)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HDHD2SNVMissense_Mutationnovelc.546G>Tp.Lys182Asnp.K182NQ9H0R4protein_codingtolerated(0.09)benign(0.177)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
HDHD2SNVMissense_Mutationnovelc.421N>Tp.Ile141Leup.I141LQ9H0R4protein_codingdeleterious(0.05)benign(0.364)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HDHD2SNVMissense_Mutationrs772089622c.568N>Tp.Arg190Trpp.R190WQ9H0R4protein_codingdeleterious(0.01)probably_damaging(0.949)TCGA-D1-A167-01Endometriumuterine 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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