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: DNAH17

Gene summary for DNAH17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DNAH17

Gene ID

8632

Gene namedynein axonemal heavy chain 17
Gene AliasDNAHL1
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

NA


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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
8632DNAH17LZE4THumanEsophagusESCC2.37e-021.31e-010.0811
8632DNAH17LZE21THumanEsophagusESCC6.52e-032.77e-010.0655
8632DNAH17P2T-EHumanEsophagusESCC4.16e-224.43e-010.1177
8632DNAH17P15T-EHumanEsophagusESCC2.04e-072.20e-010.1149
8632DNAH17P17T-EHumanEsophagusESCC1.49e-052.69e-010.1278
8632DNAH17P20T-EHumanEsophagusESCC1.73e-123.47e-010.1124
8632DNAH17P21T-EHumanEsophagusESCC3.75e-031.03e-010.1617
8632DNAH17P24T-EHumanEsophagusESCC7.98e-133.55e-010.1287
8632DNAH17P27T-EHumanEsophagusESCC8.84e-051.52e-010.1055
8632DNAH17P28T-EHumanEsophagusESCC4.17e-051.40e-010.1149
8632DNAH17P31T-EHumanEsophagusESCC6.56e-153.13e-010.1251
8632DNAH17P32T-EHumanEsophagusESCC1.61e-326.26e-010.1666
8632DNAH17P36T-EHumanEsophagusESCC7.95e-237.83e-010.1187
8632DNAH17P37T-EHumanEsophagusESCC4.78e-225.83e-010.1371
8632DNAH17P40T-EHumanEsophagusESCC8.35e-062.32e-010.109
8632DNAH17P42T-EHumanEsophagusESCC2.62e-052.42e-010.1175
8632DNAH17P47T-EHumanEsophagusESCC2.02e-061.66e-010.1067
8632DNAH17P49T-EHumanEsophagusESCC7.97e-137.21e-010.1768
8632DNAH17P52T-EHumanEsophagusESCC1.76e-122.37e-010.1555
8632DNAH17P62T-EHumanEsophagusESCC1.85e-296.08e-010.1302
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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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05014210EsophagusESCCAmyotrophic lateral sclerosis266/4205364/84651.31e-202.20e-181.13e-18266
hsa05016210EsophagusESCCHuntington disease226/4205306/84651.38e-188.72e-174.46e-17226
hsa05022210EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa0501438EsophagusESCCAmyotrophic lateral sclerosis266/4205364/84651.31e-202.20e-181.13e-18266
hsa0501638EsophagusESCCHuntington disease226/4205306/84651.38e-188.72e-174.46e-17226
hsa0502238EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
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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
DNAH17SNVMissense_Mutationrs778235719c.11902N>Ap.Ala3968Thrp.A3968TQ9UFH2protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A1-A0SP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
DNAH17SNVMissense_Mutationc.1951N>Tp.Asp651Tyrp.D651YQ9UFH2protein_codingdeleterious(0.04)probably_damaging(0.96)TCGA-A2-A04X-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
DNAH17SNVMissense_Mutationrs750434977c.8755N>Ap.Glu2919Lysp.E2919KQ9UFH2protein_codingdeleterious(0.03)benign(0.376)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
DNAH17SNVMissense_Mutationnovelc.11200N>Tp.Val3734Phep.V3734FQ9UFH2protein_codingdeleterious(0.01)possibly_damaging(0.667)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
DNAH17SNVMissense_Mutationrs753683524c.8980N>Ap.Val2994Metp.V2994MQ9UFH2protein_codingdeleterious(0)possibly_damaging(0.87)TCGA-A8-A06Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DNAH17SNVMissense_Mutationnovelc.2724N>Gp.Asp908Glup.D908EQ9UFH2protein_codingtolerated(0.11)benign(0.001)TCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
DNAH17SNVMissense_Mutationnovelc.12716A>Gp.Asn4239Serp.N4239SQ9UFH2protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-A8-A07Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificExemestaneSD
DNAH17SNVMissense_Mutationc.8718N>Cp.Met2906Ilep.M2906IQ9UFH2protein_codingtolerated(0.25)benign(0)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
DNAH17SNVMissense_Mutationnovelc.10421N>Ap.Ile3474Asnp.I3474NQ9UFH2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
DNAH17SNVMissense_Mutationnovelc.12841N>Cp.Thr4281Prop.T4281PQ9UFH2protein_codingtolerated(0.12)benign(0)TCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
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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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