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: DHX32

Gene summary for DHX32

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DHX32

Gene ID

55760

Gene nameDEAH-box helicase 32 (putative)
Gene AliasDDX32
Cytomap10q26.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q7L7V1


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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
55760DHX32S027HumanLiverHCC2.57e-097.71e-010.2446
55760DHX32S028HumanLiverHCC4.26e-146.10e-010.2503
55760DHX32S029HumanLiverHCC3.19e-125.94e-010.2581
55760DHX32RNA-P25T1-P25T1-1HumanLungAIS1.99e-127.09e-01-0.2116
55760DHX32RNA-P25T1-P25T1-2HumanLungAIS1.33e-046.59e-01-0.1941
55760DHX32RNA-P25T1-P25T1-3HumanLungAIS2.46e-057.09e-01-0.2107
55760DHX32RNA-P25T1-P25T1-4HumanLungAIS9.63e-086.50e-01-0.2119
55760DHX32RNA-P3T-P3T-1HumanLungIAC3.90e-045.22e-010.1829
55760DHX32RNA-P3T-P3T-4HumanLungIAC1.24e-034.46e-010.1859
55760DHX32RNA-P6T2-P6T2-3HumanLungIAC2.99e-072.71e-01-0.013
55760DHX32C04HumanOral cavityOSCC3.41e-033.86e-010.2633
55760DHX32C21HumanOral cavityOSCC2.48e-155.44e-010.2678
55760DHX32C30HumanOral cavityOSCC4.08e-228.31e-010.3055
55760DHX32C38HumanOral cavityOSCC1.70e-044.70e-010.172
55760DHX32C43HumanOral cavityOSCC1.96e-031.54e-010.1704
55760DHX32C46HumanOral cavityOSCC1.15e-021.30e-010.1673
55760DHX32C51HumanOral cavityOSCC1.54e-032.57e-010.2674
55760DHX32C57HumanOral cavityOSCC1.35e-042.84e-010.1679
55760DHX32C08HumanOral cavityOSCC2.38e-061.83e-010.1919
55760DHX32EOLP-1HumanOral cavityEOLP3.46e-021.47e-01-0.0202
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
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
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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
DHX32SNVMissense_Mutationrs749109426c.884N>Tp.Gly295Valp.G295VQ7L7V1protein_codingtolerated(0.22)benign(0.274)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
DHX32SNVMissense_Mutationc.1867N>Cp.Gly623Argp.G623RQ7L7V1protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DHX32SNVMissense_Mutationc.1498N>Ap.Phe500Ilep.F500IQ7L7V1protein_codingdeleterious(0)possibly_damaging(0.832)TCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
DHX32SNVMissense_Mutationc.1502N>Cp.Asp501Alap.D501AQ7L7V1protein_codingdeleterious(0)possibly_damaging(0.666)TCGA-E2-A14O-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexSD
DHX32insertionNonsense_Mutationnovelc.1463_1464insCTCCCCTCTGCATGTTAGGCTAAGATAAAATGTCTTCATTp.Gln489SerfsTer9p.Q489Sfs*9Q7L7V1protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
DHX32insertionFrame_Shift_Insnovelc.1834_1835insTCACCAAGAAGATGCCAGAGTGGGTCCTCTTCCATAAATTCAGCATp.Asn612IlefsTer37p.N612Ifs*37Q7L7V1protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
DHX32deletionFrame_Shift_Delnovelc.1037delTp.Leu346Terp.L346*Q7L7V1protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
DHX32SNVMissense_Mutationnovelc.740A>Gp.Tyr247Cysp.Y247CQ7L7V1protein_codingdeleterious(0)possibly_damaging(0.514)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DHX32SNVMissense_Mutationc.1593G>Cp.Leu531Phep.L531FQ7L7V1protein_codingtolerated(0.72)benign(0.185)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DHX32SNVMissense_Mutationnovelc.1181C>Tp.Ser394Leup.S394LQ7L7V1protein_codingtolerated(0.65)benign(0.01)TCGA-VS-A9V5-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
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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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