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: TACSTD2

Gene summary for TACSTD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TACSTD2

Gene ID

4070

Gene nametumor associated calcium signal transducer 2
Gene AliasEGP-1
Cytomap1p32.1
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P09758


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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
4070TACSTD2GSM4909281HumanBreastIDC8.47e-31-8.82e-010.21
4070TACSTD2GSM4909282HumanBreastIDC1.32e-214.71e-01-0.0288
4070TACSTD2GSM4909285HumanBreastIDC7.61e-091.01e-010.21
4070TACSTD2GSM4909286HumanBreastIDC1.90e-83-1.49e+000.1081
4070TACSTD2GSM4909288HumanBreastIDC2.86e-06-7.81e-010.0988
4070TACSTD2GSM4909290HumanBreastIDC2.22e-26-8.21e-010.2096
4070TACSTD2GSM4909291HumanBreastIDC1.10e-24-1.00e+000.1753
4070TACSTD2GSM4909292HumanBreastIDC3.41e-04-9.50e-010.1236
4070TACSTD2GSM4909293HumanBreastIDC1.83e-33-7.57e-010.1581
4070TACSTD2GSM4909294HumanBreastIDC1.34e-26-8.61e-010.2022
4070TACSTD2GSM4909296HumanBreastIDC2.23e-23-7.87e-010.1524
4070TACSTD2GSM4909297HumanBreastIDC3.79e-07-5.30e-010.1517
4070TACSTD2GSM4909298HumanBreastIDC4.47e-27-6.79e-010.1551
4070TACSTD2GSM4909300HumanBreastIDC2.04e-023.32e-010.0334
4070TACSTD2GSM4909301HumanBreastIDC7.48e-20-6.41e-010.1577
4070TACSTD2GSM4909302HumanBreastIDC9.22e-18-6.63e-010.1545
4070TACSTD2GSM4909304HumanBreastIDC5.32e-47-1.01e+000.1636
4070TACSTD2GSM4909305HumanBreastIDC7.21e-041.61e-010.0436
4070TACSTD2GSM4909306HumanBreastIDC2.82e-11-3.19e-010.1564
4070TACSTD2GSM4909307HumanBreastIDC1.86e-18-7.36e-010.1569
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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
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
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:004314915EndometriumAEHstress fiber assembly28/2100106/187231.08e-052.45e-0428
GO:00303364EndometriumAEHnegative regulation of cell migration65/2100344/187231.65e-053.42e-0465
GO:20001464EndometriumAEHnegative regulation of cell motility67/2100359/187231.86e-053.77e-0467
GO:00512714EndometriumAEHnegative regulation of cellular component movement68/2100367/187232.06e-054.11e-0468
GO:00611384EndometriumAEHmorphogenesis of a branching epithelium40/2100182/187232.16e-054.20e-0440
GO:00018224EndometriumAEHkidney development57/2100293/187232.25e-054.35e-0457
GO:00017637EndometriumAEHmorphogenesis of a branching structure42/2100196/187232.58e-054.86e-0442
GO:005149216EndometriumAEHregulation of stress fiber assembly24/210091/187234.61e-057.68e-0424
GO:00400134EndometriumAEHnegative regulation of locomotion70/2100391/187234.95e-058.05e-0470
GO:00609932EndometriumAEHkidney morphogenesis24/210093/187236.73e-051.04e-0324
GO:011002016EndometriumAEHregulation of actomyosin structure organization25/2100100/187238.41e-051.25e-0325
GO:00487542EndometriumAEHbranching morphogenesis of an epithelial tube33/2100151/187231.22e-041.68e-0333
GO:001063910EndometriumAEHnegative regulation of organelle organization61/2100348/187232.65e-043.09e-0361
GO:19000275EndometriumAEHregulation of ruffle assembly11/210031/187233.44e-043.80e-0311
GO:00488635EndometriumAEHstem cell differentiation40/2100206/187233.67e-043.99e-0340
GO:00720736EndometriumAEHkidney epithelium development29/2100136/187234.71e-044.91e-0329
GO:00613263EndometriumAEHrenal tubule development22/210094/187235.89e-045.82e-0322
GO:00971786EndometriumAEHruffle assembly13/210044/187237.79e-047.36e-0313
GO:00720093EndometriumAEHnephron epithelium development24/2100109/187238.69e-048.03e-0324
GO:00720064EndometriumAEHnephron development29/2100142/187239.80e-048.89e-0329
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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
TACSTD2deletionFrame_Shift_Delnovelc.534delGp.Leu179SerfsTer92p.L179Sfs*92P09758protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TACSTD2SNVMissense_Mutationnovelc.476N>Ap.Arg159Hisp.R159HP09758protein_codingdeleterious(0)probably_damaging(0.94)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TACSTD2SNVMissense_Mutationnovelc.884T>Cp.Leu295Prop.L295PP09758protein_codingdeleterious(0)probably_damaging(0.96)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
TACSTD2SNVMissense_Mutationc.763C>Tp.Arg255Cysp.R255CP09758protein_codingdeleterious(0)benign(0.353)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TACSTD2SNVMissense_Mutationnovelc.745G>Ap.Glu249Lysp.E249KP09758protein_codingtolerated(0.12)benign(0.01)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
TACSTD2SNVMissense_Mutationnovelc.821C>Tp.Thr274Ilep.T274IP09758protein_codingtolerated(0.09)benign(0.373)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TACSTD2SNVMissense_Mutationnovelc.334G>Ap.Gly112Serp.G112SP09758protein_codingdeleterious(0)probably_damaging(0.977)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TACSTD2SNVMissense_Mutationnovelc.578N>Tp.Ala193Valp.A193VP09758protein_codingtolerated(0.08)possibly_damaging(0.769)TCGA-D1-A15X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TACSTD2SNVMissense_Mutationnovelc.908N>Tp.Ser303Leup.S303LP09758protein_codingtolerated(0.1)benign(0.001)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TACSTD2SNVMissense_Mutationnovelc.866N>Cp.Val289Alap.V289AP09758protein_codingtolerated(0.73)benign(0.056)TCGA-EO-A3AV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinCR
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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
4070TACSTD2NAantibody249565933
4070TACSTD2NAN/A
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