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: UNC13D

Gene summary for UNC13D

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UNC13D

Gene ID

201294

Gene nameunc-13 homolog D
Gene AliasFHL3
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q70J99


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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
201294UNC13DLZE6THumanEsophagusESCC6.36e-032.71e-010.0845
201294UNC13DP5T-EHumanEsophagusESCC8.04e-043.91e-020.1327
201294UNC13DP11T-EHumanEsophagusESCC9.21e-053.39e-010.1426
201294UNC13DP21T-EHumanEsophagusESCC9.10e-112.46e-010.1617
201294UNC13DP26T-EHumanEsophagusESCC7.40e-041.11e-010.1276
201294UNC13DP28T-EHumanEsophagusESCC1.90e-025.73e-020.1149
201294UNC13DP52T-EHumanEsophagusESCC4.51e-027.60e-020.1555
201294UNC13DP61T-EHumanEsophagusESCC1.66e-194.52e-010.099
201294UNC13DP76T-EHumanEsophagusESCC1.34e-068.62e-020.1207
201294UNC13DP79T-EHumanEsophagusESCC1.43e-061.13e-010.1154
201294UNC13DP82T-EHumanEsophagusESCC3.98e-126.11e-010.1072
201294UNC13DP89T-EHumanEsophagusESCC1.25e-103.36e-010.1752
201294UNC13DP128T-EHumanEsophagusESCC3.38e-031.48e-010.1241
201294UNC13DP130T-EHumanEsophagusESCC2.53e-641.03e+000.1676
201294UNC13DPTC04HumanThyroidPTC7.31e-035.17e-020.1927
201294UNC13DPTC07HumanThyroidPTC5.59e-035.86e-020.2044
201294UNC13DATC09HumanThyroidATC1.88e-175.42e-010.2871
201294UNC13DATC1HumanThyroidATC8.17e-175.85e-010.2878
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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
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:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:00516075EsophagusESCCdefense response to virus171/8552265/187233.91e-101.05e-08171
GO:01405465EsophagusESCCdefense response to symbiont171/8552265/187233.91e-101.05e-08171
GO:003158919EsophagusESCCcell-substrate adhesion221/8552363/187233.06e-096.62e-08221
GO:001081020EsophagusESCCregulation of cell-substrate adhesion144/8552221/187233.55e-097.45e-08144
GO:004578527EsophagusESCCpositive regulation of cell adhesion255/8552437/187235.07e-089.11e-07255
GO:001081126EsophagusESCCpositive regulation of cell-substrate adhesion84/8552123/187233.18e-074.50e-0684
GO:002260420EsophagusESCCregulation of cell morphogenesis180/8552309/187235.19e-065.45e-05180
GO:001072010EsophagusESCCpositive regulation of cell development172/8552298/187231.74e-051.55e-04172
GO:001076920EsophagusESCCregulation of cell morphogenesis involved in differentiation61/855296/187233.12e-041.85e-0361
GO:001077018EsophagusESCCpositive regulation of cell morphogenesis involved in differentiation51/855279/187235.48e-043.00e-0351
GO:190002420EsophagusESCCregulation of substrate adhesion-dependent cell spreading38/855257/187231.11e-035.56e-0338
GO:00025442EsophagusESCCchronic inflammatory response15/855218/187231.20e-035.88e-0315
GO:003444620EsophagusESCCsubstrate adhesion-dependent cell spreading65/8552108/187231.67e-037.72e-0365
GO:0002467EsophagusESCCgerminal center formation12/855214/187232.51e-031.08e-0212
GO:190002620EsophagusESCCpositive regulation of substrate adhesion-dependent cell spreading28/855241/187232.88e-031.21e-0228
GO:0022604112ThyroidPTCregulation of cell morphogenesis165/5968309/187232.60e-151.82e-13165
GO:005165620ThyroidPTCestablishment of organelle localization193/5968390/187232.21e-131.15e-11193
GO:0010810112ThyroidPTCregulation of cell-substrate adhesion113/5968221/187231.87e-095.28e-08113
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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
UNC13DSNVMissense_Mutationc.736N>Ap.Val246Metp.V246MQ70J99protein_codingdeleterious(0)possibly_damaging(0.724)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UNC13DSNVMissense_Mutationc.1244N>Tp.Ser415Phep.S415FQ70J99protein_codingdeleterious(0.04)possibly_damaging(0.503)TCGA-C8-A26X-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
UNC13DSNVMissense_Mutationrs560279707c.3230N>Ap.Arg1077Glnp.R1077QQ70J99protein_codingdeleterious(0)probably_damaging(0.998)TCGA-C8-A8HR-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
UNC13DSNVMissense_Mutationrs774176637c.761G>Ap.Arg254Hisp.R254HQ70J99protein_codingtolerated(0.9)benign(0)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
UNC13DSNVMissense_Mutationnovelc.2823N>Ap.Asp941Glup.D941EQ70J99protein_codingdeleterious(0)probably_damaging(0.989)TCGA-GM-A2DN-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
UNC13DinsertionFrame_Shift_Insnovelc.612_613insGGTGGAATGGTGGTGCGGCTGGAGACp.Trp205GlyfsTer53p.W205Gfs*53Q70J99protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
UNC13DdeletionFrame_Shift_Delnovelc.498delNp.Glu167ArgfsTer82p.E167Rfs*82Q70J99protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
UNC13DSNVMissense_Mutationc.421N>Cp.Glu141Glnp.E141QQ70J99protein_codingtolerated(0.38)possibly_damaging(0.772)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
UNC13DSNVMissense_Mutationrs776737156c.3049G>Ap.Glu1017Lysp.E1017KQ70J99protein_codingdeleterious(0)probably_damaging(0.996)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
UNC13DSNVMissense_Mutationnovelc.787N>Ap.Leu263Metp.L263MQ70J99protein_codingdeleterious(0)probably_damaging(0.997)TCGA-UC-A7PG-06Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
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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
201294UNC13DNAemapalumabEMAPALUMAB
201294UNC13DNAEmapalumab-lzsgEMAPALUMAB
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