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: DIAPH3

Gene summary for DIAPH3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DIAPH3

Gene ID

81624

Gene namediaphanous related formin 3
Gene AliasAN
Cytomap13q21.2
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

B4DPV3


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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
81624DIAPH3CCI_1HumanCervixCC8.02e-065.40e-010.528
81624DIAPH3CCI_2HumanCervixCC1.76e-106.61e-010.5249
81624DIAPH3CCI_3HumanCervixCC8.80e-127.97e-010.516
81624DIAPH3T1HumanCervixCC4.37e-021.54e-010.0918
81624DIAPH3P1_S1_AKHumanSkinAK4.56e-061.82e-01-0.3399
81624DIAPH3P5_S10_cSCCHumanSkincSCC1.93e-112.49e-01-0.299
81624DIAPH3P1_cSCCHumanSkincSCC5.02e-052.81e-010.0292
81624DIAPH3P2_cSCCHumanSkincSCC2.83e-072.65e-01-0.024
81624DIAPH3P4_cSCCHumanSkincSCC2.20e-214.46e-01-0.00290000000000005
81624DIAPH3P10_cSCCHumanSkincSCC1.17e-144.70e-010.1017
81624DIAPH3ATC13HumanThyroidATC1.15e-031.29e-010.34
81624DIAPH3ATC2HumanThyroidATC4.17e-221.93e+000.34
81624DIAPH3ATC4HumanThyroidATC4.51e-052.03e-010.34
81624DIAPH3ATC5HumanThyroidATC2.66e-052.22e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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
GO:000701510CervixCCactin filament organization109/2311442/187234.92e-132.45e-10109
GO:005125810CervixCCprotein polymerization70/2311297/187235.20e-083.11e-0670
GO:00081549CervixCCactin polymerization or depolymerization51/2311218/187234.05e-061.05e-0451
GO:00300419CervixCCactin filament polymerization45/2311191/187231.20e-052.54e-0445
GO:000701528SkinAKactin filament organization85/1910442/187235.94e-094.14e-0785
GO:005125827SkinAKprotein polymerization53/1910297/187233.74e-056.20e-0453
GO:000815425SkinAKactin polymerization or depolymerization39/1910218/187233.56e-043.54e-0339
GO:0051258112SkincSCCprotein polymerization114/4864297/187231.55e-062.62e-05114
GO:000701529SkincSCCactin filament organization156/4864442/187237.37e-061.02e-04156
GO:0008154110SkincSCCactin polymerization or depolymerization81/4864218/187231.70e-041.47e-0381
GO:003004124SkincSCCactin filament polymerization68/4864191/187231.98e-031.18e-0268
GO:0007015210ThyroidATCactin filament organization227/6293442/187235.96e-153.85e-13227
GO:005125829ThyroidATCprotein polymerization159/6293297/187239.33e-133.96e-11159
GO:0008154111ThyroidATCactin polymerization or depolymerization119/6293218/187231.32e-104.08e-09119
GO:0030041111ThyroidATCactin filament polymerization101/6293191/187232.91e-085.50e-07101
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0481016CervixCCRegulation of actin cytoskeleton64/1267229/84652.24e-072.59e-061.53e-0664
hsa0481017CervixCCRegulation of actin cytoskeleton64/1267229/84652.24e-072.59e-061.53e-0664
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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
DIAPH3SNVMissense_Mutationc.1876N>Tp.Pro626Serp.P626SQ9NSV4protein_codingtolerated(0.12)probably_damaging(0.986)TCGA-A7-A26H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
DIAPH3SNVMissense_Mutationrs765318944c.2482N>Ap.Glu828Lysp.E828KQ9NSV4protein_codingdeleterious(0)possibly_damaging(0.763)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DIAPH3SNVMissense_Mutationnovelc.3491G>Cp.Arg1164Thrp.R1164TQ9NSV4protein_codingdeleterious_low_confidence(0.01)benign(0.244)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DIAPH3SNVMissense_Mutationc.3365N>Gp.Asn1122Serp.N1122SQ9NSV4protein_codingtolerated_low_confidence(0.28)benign(0.001)TCGA-BH-A0BG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DIAPH3SNVMissense_Mutationc.3187N>Ap.Asp1063Asnp.D1063NQ9NSV4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D8-A1XZ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone Therapytamoxiphen+anastrozolumSD
DIAPH3SNVMissense_Mutationnovelc.437A>Gp.Lys146Argp.K146RQ9NSV4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-LL-A8F5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
DIAPH3insertionFrame_Shift_Insnovelc.3497_3498insAp.Glu1167GlyfsTer10p.E1167Gfs*10Q9NSV4protein_codingTCGA-BH-A0E7-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
DIAPH3SNVMissense_Mutationrs765346256c.3572N>Ap.Arg1191Glnp.R1191QQ9NSV4protein_codingdeleterious_low_confidence(0)probably_damaging(0.992)TCGA-C5-A1BK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DIAPH3SNVMissense_Mutationnovelc.2410C>Gp.Leu804Valp.L804VQ9NSV4protein_codingdeleterious(0.02)probably_damaging(0.993)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
DIAPH3SNVMissense_Mutationc.1718C>Tp.Ser573Leup.S573LQ9NSV4protein_codingtolerated(0.18)benign(0)TCGA-DR-A0ZL-01Cervixcervical & endocervical cancerFemale<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
81624DIAPH3KINASEhydrochlorothiazideHYDROCHLOROTHIAZIDE
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