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: TAGLN

Gene summary for TAGLN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TAGLN

Gene ID

6876

Gene nametransgelin
Gene AliasSM22
Cytomap11q23.3
Gene Typeprotein-coding
GO ID

GO:0007275

UniProtAcc

Q01995


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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
6876TAGLNGSM4909281HumanBreastIDC2.86e-831.40e+000.21
6876TAGLNGSM4909285HumanBreastIDC6.54e-05-2.78e-010.21
6876TAGLNGSM4909286HumanBreastIDC1.57e-03-2.52e-010.1081
6876TAGLNGSM4909287HumanBreastIDC7.15e-034.07e-010.2057
6876TAGLNGSM4909288HumanBreastIDC1.44e-026.24e-010.0988
6876TAGLNGSM4909290HumanBreastIDC1.10e-03-2.90e-010.2096
6876TAGLNGSM4909293HumanBreastIDC6.88e-04-2.52e-010.1581
6876TAGLNGSM4909295HumanBreastIDC1.34e-065.93e-010.0898
6876TAGLNGSM4909296HumanBreastIDC8.93e-04-2.36e-010.1524
6876TAGLNGSM4909301HumanBreastIDC6.13e-05-2.85e-010.1577
6876TAGLNGSM4909304HumanBreastIDC7.39e-05-2.72e-010.1636
6876TAGLNGSM4909311HumanBreastIDC7.63e-04-2.41e-010.1534
6876TAGLNGSM4909312HumanBreastIDC7.67e-04-2.74e-010.1552
6876TAGLNGSM4909315HumanBreastIDC6.16e-03-2.84e-010.21
6876TAGLNGSM4909319HumanBreastIDC3.05e-05-2.78e-010.1563
6876TAGLNGSM4909321HumanBreastIDC5.42e-05-2.77e-010.1559
6876TAGLNbrca3HumanBreastPrecancer4.40e-133.70e-01-0.0263
6876TAGLNNCCBC5HumanBreastDCIS7.26e-03-2.73e-010.2046
6876TAGLNP1HumanBreastIDC1.13e-02-2.49e-010.1527
6876TAGLNP2HumanBreastIDC4.78e-04-2.97e-010.21
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:00075172BreastIDCmuscle organ development38/1434327/187236.63e-034.62e-0238
GO:00075171BreastDCISmuscle organ development37/1390327/187236.86e-034.75e-0237
GO:00075174EndometriumAEHmuscle organ development60/2100327/187238.19e-051.22e-0360
GO:000751712EndometriumEECmuscle organ development59/2168327/187233.49e-043.85e-0359
GO:000751714Oral cavityNEOLPmuscle organ development56/2005327/187232.65e-042.70e-0356
GO:00075175ProstateBPHmuscle organ development71/3107327/187239.00e-033.84e-0271
GO:000751713ProstateTumormuscle organ development74/3246327/187238.03e-033.54e-0274
GO:000751716ThyroidATCmuscle organ development139/6293327/187234.45e-042.64e-03139
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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
TAGLNSNVMissense_Mutationc.596N>Cp.Ile199Thrp.I199TQ01995protein_codingdeleterious(0)probably_damaging(0.978)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TAGLNSNVMissense_Mutationrs138736412c.467N>Tp.Ala156Valp.A156VQ01995protein_codingdeleterious(0.01)benign(0.371)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TAGLNSNVMissense_Mutationrs774227686c.37N>Ap.Glu13Lysp.E13KQ01995protein_codingdeleterious(0)possibly_damaging(0.509)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TAGLNSNVMissense_Mutationrs774227686c.37G>Ap.Glu13Lysp.E13KQ01995protein_codingdeleterious(0)possibly_damaging(0.509)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TAGLNSNVMissense_Mutationrs746670728c.70N>Ap.Glu24Lysp.E24KQ01995protein_codingtolerated(0.29)benign(0)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TAGLNSNVMissense_Mutationrs780383343c.227C>Tp.Pro76Leup.P76LQ01995protein_codingdeleterious(0)probably_damaging(0.917)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TAGLNSNVMissense_Mutationrs772350872c.580N>Ap.Gly194Argp.G194RQ01995protein_codingdeleterious(0.02)possibly_damaging(0.449)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TAGLNSNVMissense_Mutationrs747524780c.584N>Ap.Arg195Glnp.R195QQ01995protein_codingtolerated(0.41)benign(0.037)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TAGLNSNVMissense_Mutationc.203N>Tp.Ser68Ilep.S68IQ01995protein_codingdeleterious(0.04)probably_damaging(0.937)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TAGLNSNVMissense_Mutationc.322N>Gp.Lys108Glup.K108EQ01995protein_codingdeleterious(0.04)benign(0.027)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid 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
6876TAGLNNA5-AZACYTIDINEAZACITIDINE14662021
6876TAGLNNATGFBETA116876108
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