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: DNAH11

Gene summary for DNAH11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DNAH11

Gene ID

8701

Gene namedynein axonemal heavy chain 11
Gene AliasCILD7
Cytomap7p15.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

H9NAJ7


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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
8701DNAH11AEH-subject1HumanEndometriumAEH3.74e-021.75e-01-0.3059
8701DNAH11AEH-subject2HumanEndometriumAEH5.92e-042.57e-01-0.2525
8701DNAH11AEH-subject3HumanEndometriumAEH6.96e-062.81e-01-0.2576
8701DNAH11AEH-subject4HumanEndometriumAEH4.55e-268.06e-01-0.2657
8701DNAH11AEH-subject5HumanEndometriumAEH3.66e-083.57e-01-0.2953
8701DNAH11EEC-subject2HumanEndometriumEEC2.45e-205.66e-01-0.2607
8701DNAH11EEC-subject4HumanEndometriumEEC6.28e-043.10e-01-0.2571
8701DNAH11TD9HumanLungIAC1.26e-091.01e+000.088
8701DNAH11RNA-P17T-P17T-4HumanLungIAC4.28e-057.75e-010.343
8701DNAH11RNA-P17T-P17T-6HumanLungIAC1.48e-035.29e-010.3385
8701DNAH11RNA-P17T-P17T-8HumanLungIAC4.12e-034.94e-010.3329
8701DNAH11RNA-P3T-P3T-1HumanLungIAC1.35e-148.50e-010.1829
8701DNAH11RNA-P3T-P3T-2HumanLungIAC4.73e-127.71e-010.1835
8701DNAH11RNA-P3T-P3T-4HumanLungIAC1.04e-148.64e-010.1859
8701DNAH11RNA-P6T1-P6T1-1HumanLungMIAC2.66e-091.15e+00-0.0238
8701DNAH11RNA-P6T1-P6T1-2HumanLungMIAC5.44e-069.27e-01-0.0186
8701DNAH11RNA-P6T1-P6T1-3HumanLungMIAC6.04e-071.03e+00-0.0296
8701DNAH11RNA-P6T1-P6T1-4HumanLungMIAC1.92e-131.22e+00-0.0263
8701DNAH11RNA-P6T2-P6T2-2HumanLungIAC3.12e-032.00e-01-0.0132
8701DNAH11RNA-P7T1-P7T1-1HumanLungAIS2.37e-024.39e-01-0.0961
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
∗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:00030072EndometriumAEHheart morphogenesis45/2100246/187236.41e-046.23e-0345
GO:00032062EndometriumAEHcardiac chamber morphogenesis23/2100121/187237.76e-034.33e-0223
GO:00030071EndometriumEECheart morphogenesis45/2168246/187231.24e-031.03e-0245
GO:0099111LungIACmicrotubule-based transport35/2061190/187231.55e-031.64e-0235
GO:00328861LungMIACregulation of microtubule-based process23/967240/187233.27e-034.31e-0223
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501620EndometriumAEHHuntington disease118/1197306/84653.00e-272.44e-251.78e-25118
hsa0501420EndometriumAEHAmyotrophic lateral sclerosis123/1197364/84652.17e-227.82e-215.72e-21123
hsa0502220EndometriumAEHPathways of neurodegeneration - multiple diseases137/1197476/84659.27e-182.32e-161.70e-16137
hsa048144EndometriumAEHMotor proteins42/1197193/84652.41e-031.42e-021.04e-0242
hsa05016110EndometriumAEHHuntington disease118/1197306/84653.00e-272.44e-251.78e-25118
hsa05014110EndometriumAEHAmyotrophic lateral sclerosis123/1197364/84652.17e-227.82e-215.72e-21123
hsa05022110EndometriumAEHPathways of neurodegeneration - multiple diseases137/1197476/84659.27e-182.32e-161.70e-16137
hsa0481411EndometriumAEHMotor proteins42/1197193/84652.41e-031.42e-021.04e-0242
hsa0501625EndometriumEECHuntington disease120/1237306/84653.86e-274.23e-253.15e-25120
hsa0501425EndometriumEECAmyotrophic lateral sclerosis128/1237364/84659.83e-244.04e-223.01e-22128
hsa0502225EndometriumEECPathways of neurodegeneration - multiple diseases140/1237476/84659.49e-182.60e-161.94e-16140
hsa048142EndometriumEECMotor proteins42/1237193/84654.43e-032.39e-021.78e-0242
hsa0501635EndometriumEECHuntington disease120/1237306/84653.86e-274.23e-253.15e-25120
hsa0501435EndometriumEECAmyotrophic lateral sclerosis128/1237364/84659.83e-244.04e-223.01e-22128
hsa0502235EndometriumEECPathways of neurodegeneration - multiple diseases140/1237476/84659.49e-182.60e-161.94e-16140
hsa048143EndometriumEECMotor proteins42/1237193/84654.43e-032.39e-021.78e-0242
hsa04814LungMIACMotor proteins21/507193/84655.64e-033.82e-022.76e-0221
hsa048141LungMIACMotor proteins21/507193/84655.64e-033.82e-022.76e-0221
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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
DNAH11SNVMissense_Mutationnovelc.12032N>Ap.Gly4011Glup.G4011EQ96DT5protein_codingtolerated(0.18)benign(0.044)TCGA-A2-A0CS-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
DNAH11SNVMissense_Mutationnovelc.12032N>Ap.Gly4011Glup.G4011EQ96DT5protein_codingtolerated(0.18)benign(0.044)TCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
DNAH11SNVMissense_Mutationnovelc.10596N>Tp.Leu3532Phep.L3532FQ96DT5protein_codingdeleterious(0.01)benign(0.134)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
DNAH11SNVMissense_Mutationc.9100N>Ap.Glu3034Lysp.E3034KQ96DT5protein_codingtolerated(0.09)benign(0.31)TCGA-A8-A07O-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
DNAH11SNVMissense_Mutationc.3010N>Cp.Asp1004Hisp.D1004HQ96DT5protein_codingdeleterious(0.04)probably_damaging(0.964)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
DNAH11SNVMissense_Mutationc.9617N>Gp.Lys3206Argp.K3206RQ96DT5protein_codingtolerated(0.1)possibly_damaging(0.767)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
DNAH11SNVMissense_Mutationrs752884953c.13177A>Gp.Met4393Valp.M4393VQ96DT5protein_codingtolerated(0.1)benign(0.007)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DNAH11SNVMissense_Mutationc.10159N>Cp.Glu3387Glnp.E3387QQ96DT5protein_codingtolerated(0.07)benign(0.401)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DNAH11SNVMissense_Mutationnovelc.12769G>Tp.Asp4257Tyrp.D4257YQ96DT5protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AR-A0TQ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
DNAH11SNVMissense_Mutationrs751896015c.4334N>Ap.Arg1445Glnp.R1445QQ96DT5protein_codingtolerated(0.13)benign(0.02)TCGA-AR-A0TX-01Breastbreast invasive 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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