Rotation Invariant Clustering of 3D Cell Nuclei Shapes.
Cellular imaging with confocal fluorescence laser microscopy gave rise to many new insights into the cellular machinery. One interesting observation suggests that morphology of cell nucleus plays a key role for neutrophilic function, which is an essential part of the innate immune system of most mammals.
Due to the increasing availability of high resolution 3D images coming from the microscope, machine learning becomes a promising tool for automatically discovering underlying hidden structures. Here, the major difficulty consists of selecting an appropriate representation for characterizing the morphology of cell nucleus.
In this work we tackle this problem and propose a fully unsupervised mechanism for finding structure in high-throughput 3D image data. The key component of our approach is based on Generic Fourier Transform (GFT) for 2D images, which for 3D involves spherical coordinate transformation prior to fast Discrete Fourier Transformation.
On top on GFT we apply dimensionality reduction with Principal Component Analysis, followed by generative cluster analysis with a Gaussian Mixture Model. We validate our new approach first on a synthetic 3D-MNIST dataset with random rotations, where quantitative and qualitative results confirm the applicability of the proposed pipeline for exploring shape space in a purely unsupervised manner.
Slc46a1 (GFP-tagged) - Mouse DNA segment, Chr 11, ERATO Doi 18, expressed (D11Ertd18e) |
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MG207332 | Origene Technologies GmbH | 10 µg | Ask for price |
Ldlrad4 (untagged) - Mouse DNA segment, Chr 18, ERATO Doi 653, expressed (D18Ertd653e), (10ug) |
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MC209900 | Origene Technologies GmbH | 10 µg | Ask for price |
Ldlrad4 (GFP-tagged) - Mouse DNA segment, Chr 18, ERATO Doi 653, expressed (D18Ertd653e) |
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MG204315 | Origene Technologies GmbH | 10 µg | Ask for price |
DiscoveryProbe? DNA Damage/DNA Repair Library |
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L1033-.1 | ApexBio | 100 uL/well(10 mM solution) | EUR 4666.8 |
DiscoveryProbe? DNA Damage/DNA Repair Library |
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L1033-.25 | ApexBio | 250 uL/well(10 mM solution) | EUR 8286 |
DiscoveryProbe? DNA Damage/DNA Repair Library |
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L1033-5 | ApexBio | 5 mg/well | EUR 10806 |
DFS-"HOT" Taq DNA Polymerase (DNA-free sensitive, E-coli. DNA Free) |
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N150 | GeneOn | 500 units | EUR 122.4 |
DFS-"HOT" Taq DNA Polymerase (DNA-free sensitive, E-coli. DNA Free) |
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N152 | GeneOn | 5x500 units | EUR 472.8 |
DFS-"HOT" Taq DNA Polymerase (DNA-free sensitive, E-coli. DNA Free) |
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N154 | GeneOn | 20x500 units | EUR 1830 |
T7 DNA |
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310-005 | GeneOn | 200µg | EUR 98.4 |
T7 DNA |
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310-025 | GeneOn | 5x200 µg | EUR 270 |
T4 DNA |
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enz-286 | ProSpec Tany | 20,000IU | EUR 65 |
Description: Recombinant T4 DNA Ligase |
DNA Ligase I (DNA Ligase I) Antibody |
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abx232431-100ug | Abbexa | 100 ug | EUR 577.2 |
DNA pol |
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ABF9055 | Lifescience Market | 100 ug | EUR 525.6 |
DNA STAT |
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TL-4210 | Tel-Test | 100ml | EUR 158 |
DNA STAT |
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TL-4220 | Tel-Test | 200ml | EUR 276 |
DNA PKcs |
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E8ET1610-12 | EnoGene | 100ul | EUR 275 |
Description: Available in various conjugation types. |
pUC18 DNA |
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G40-300 | GeneOn | 50µg | EUR 67.2 |
pUC18 DNA |
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G40-305 | GeneOn | 5x50µg | EUR 176.4 |
DNA-Fect |
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DF37100-1 | Neuromics | 1 ml | EUR 418.8 |
pBR322 DNA |
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MSD14 | Bio Basic | 50ug | EUR 183.19 |
Lambda DNA |
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PCR-259 | Jena Bioscience GmbH | 2 x 1ml | EUR 59.1 |
DNA Primase |
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E8ER1907-59 | EnoGene | 100ul | EUR 275 |
Description: Available in various conjugation types. |
Taq DNA polymerase (TQ21) , DNA Aptamer, unlabeled |
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AD-146-U | Alpha Diagnostics | Custom | Ask for price |
DNA antibody |
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10-D20A | Fitzgerald | 500 ug | EUR 591.6 |
Description: Mouse monoclonal DNA antibody |
DNA antibody |
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10C-CR6034M1 | Fitzgerald | 100 ug | EUR 289.2 |
Description: Mouse monoclonal DNA antibody |
DNA antibody |
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10R-D114b | Fitzgerald | 100 ug | EUR 672 |
Description: Mouse monoclonal DNA antibody |
DNA Antibody |
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abx023805-02mg | Abbexa | 0.2 mg | EUR 777.6 |
DiscoveryProbe™ DNA Damage/DNA Repair Library |
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L1033-.096 | ApexBio | 100uL/well(10 mM solution),96 Well Deep Well Plate | EUR 6980 |
Description: A unique collection of 481 DNA Damage/DNA repair-related compounds for DNA damage/DNA repair research. |
Activated DNA |
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80605 | BPS Bioscience | 500 µL | EUR 125 |
Description: Activated DNA for PARP assay, for use with BPS's assay kits for PARPs 1, 2, 3, and 6. PARP1 Chemiluminescent Assay Kit, #80551 ; PARP2 Chemiluminescent Assay Kit, #80552; PARP3 Chemiluminescent Assay Kit, #80553; PARP6 Chemiluminescent Assay Kit, #80556; PARP2 Homogeneous Assay Kit, #80702 |
DNA-Fect293 |
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DF37293-1 | Neuromics | 1 ml | EUR 349.2 |
Taq DNA polymerase (TQ21) , DNA Aptamer, Biotinylated |
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AD-146-B | Alpha Diagnostics | Custom | Ask for price |
Ldlrad4 (Myc-DDK-tagged) - Mouse DNA segment, Chr 18, ERATO Doi 653, expressed (D18Ertd653e) |
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MR204315 | Origene Technologies GmbH | 10 µg | Ask for price |
DNA Polymerase |
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ABD3082 | Lifescience Market | 100 ug | EUR 525.6 |
DNA Polymerase |
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ABF5235 | Lifescience Market | 100 ug | EUR 525.6 |
DNA-fectamine |
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DNAF001 | Bio Basic | 1ml | EUR 334.57 |
DNA-Spermidine |
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T31554-10mg | TargetMol Chemicals | 10mg | Ask for price |
Description: DNA-Spermidine |
DNA-Spermidine |
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T31554-1g | TargetMol Chemicals | 1g | Ask for price |
Description: DNA-Spermidine |
DNA-Spermidine |
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T31554-1mg | TargetMol Chemicals | 1mg | Ask for price |
Description: DNA-Spermidine |
DNA-Spermidine |
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T31554-50mg | TargetMol Chemicals | 50mg | Ask for price |
Description: DNA-Spermidine |
DNA-Spermidine |
|||
T31554-5mg | TargetMol Chemicals | 5mg | Ask for price |
Description: DNA-Spermidine |
Purified E. coli DNA Gyrase and Relaxed DNA Assay Kit (1mg Relaxed DNA + 2000u Gyrase) |
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TG2000G-7KIT | TopoGen | 2000 assays | EUR 3412.8 |
Purified E. coli DNA Gyrase and Relaxed DNA Assay Kit (500ug Relaxed DNA + 1000u Gyrase) |
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TG2000G-5KIT | TopoGen | 1000 assays | EUR 1934.4 |
Human DNA-directed DNA/RNA polymerase mu (POLM) |
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1-CSB-BP889065HU | Cusabio |
|
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Description: Recombinant Human DNA-directed DNA/RNA polymerase mu(POLM) expressed in Baculovirus |
Human DNA-directed DNA/RNA polymerase mu (POLM) |
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1-CSB-YP889065HU | Cusabio |
|
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Description: Recombinant Human DNA-directed DNA/RNA polymerase mu(POLM) expressed in Yeast |
Human DNA-directed DNA/RNA polymerase mu (POLM) |
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1-CSB-EP889065HU | Cusabio |
|
|
Description: Recombinant Human DNA-directed DNA/RNA polymerase mu(POLM) expressed in E.coli |
Maximo DFS-Plus Taq DNA Polymerase DNA-free |
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N140 | GeneOn | 500 units | EUR 60 |
Maximo DFS-Plus Taq DNA Polymerase DNA-free |
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N142 | GeneOn | 5x500 units | EUR 144 |
Maximo DFS-Plus Taq DNA Polymerase DNA-free |
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N144 | GeneOn | 20x500 units | EUR 440.4 |
Taq DNA polymerase (TQ21) , DNA Aptamer, FITC labeled |
|||
AD-146-F | Alpha Diagnostics | Custom | Ask for price |
Lenti ORF clone of DXBay18 (mGFP-tagged) - Mouse DNA segment, Chr X, Baylor 18 (DXBay18) |
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MR214768L4 | Origene Technologies GmbH | 10 µg | Ask for price |
Purified E. coli DNA Gyrase and Relaxed DNA Assay Kit (50ug Relaxed DNA + 100u Gyrase) |
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TG2000G-1KIT | TopoGen | 100 assays | EUR 456 |
Purified E. coli DNA Gyrase and Relaxed DNA Assay Kit (250ug Relaxed DNA + 500u Gyrase) |
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TG2000G-3KIT | TopoGen | 500 assays | EUR 1182 |
DNA Amplification Kit with Taq DNA Polymerase, 100app |
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PL1202-K | Vivantis | each | Ask for price |
DNA nucleotidylexotransferase |
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AP88338 | SAB | 1mg | EUR 2640 |
DNA nucleotidylexotransferase |
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AP88424 | SAB | 1mg | EUR 2640 |
Human Neutrophil Elastase (DNA I) , DNA Aptamer, unlabeled |
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AD-155-U | Alpha Diagnostics | Custom | Ask for price |
Recombinant human DNA-directed DNA/RNA polymerase mu |
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P2815 | FN Test | 100ug | Ask for price |
Description: Recombinant protein for human DNA-directed DNA/RNA polymerase mu |
Human Neutrophil Elastase (DNA I) , DNA Aptamer, Biotinylated |
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AD-155-B | Alpha Diagnostics | Custom | Ask for price |
Mouse Anti-DNA Antibody (DNA) ELISA Kit |
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abx257816-96tests | Abbexa | 96 tests | EUR 895.2 |
DiscoveryProbe? DNA Damage/DNA Repair-related Compounds Panel |
|||
L1007-5 | ApexBio | 5 mg/well | EUR 7172.4 |
Description: A wide range of well-characterized bioactive molecules that covers various targets related to DNA damage/DNA repair, including ATM/ATR, HDAC, and topoisomerase etc. Facilitate your research towards the insights of cancer, genome instability and immune diseases etc. |
pUC 19 DNA |
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MSD16 | Bio Basic | 50ug | EUR 136.21 |
pUC 57 DNA |
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MSD17 | Bio Basic | 50ug | EUR 136.21 |
DNA Pure Kit |
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FYG601-100P | Yeastern Biotech | 100 Preps | Ask for price |
DNA Pure Kit |
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FYG601-300P | Yeastern Biotech | 300 Preps | Ask for price |
Taq Plus DNA |
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enz-309 | ProSpec Tany | 250U | EUR 60 |
Description: Recombinant Taq Plus DNA Polymerase |
Soil DNA Kit |
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AGDK-0016 | AcceGen | Kit | Ask for price |
Description: Soil DNA Kit offers a rapid and easy-to-use method for the isolation of microbial genomic DNA from all soil samples. This kit is based on spin column chromatography as the separation matrix. After cell lysis, the DNA purification process can be completed in fewer than 20 minutes. The purified DNA is fully digestible with all restriction enzymes tested, and is completely compatible with downstream application such as PCR, qPCR, genotyping, sequencing, Southern Blot analysis, and more. |
Soil DNA Kit |
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AGDK-0035 | AcceGen | Kit | Ask for price |
Description: Soil DNA Kit is designed for isolation of high quality DNA from from soil samples. The kit utilizes our unique high-capacity magnetic bead technology that ensures efficient recovery of DNA fragment library within a desired fragment length range. After cell lysis, the DNA purification process can be completed in fewer than 20 minutes. The purified DNA is completely compatible with downstream application such as PCR, qPCR, genotyping, sequencing, Southern Blot analysis, and more. The system allows for automation after sample lysis via Hamilton STAR™, Thermo KingFisher™ Flex, Applied Biosystems® MagMAX™, Qiagen Biosprint, and other liquid handling instruments. |
2K DNA Marker |
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20-abx098045 | Abbexa |
|
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5K DNA Marker |
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20-abx098048 | Abbexa |
|
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T4 DNA Ligase |
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abx098136-10kU | Abbexa | 10 kU | EUR 385.2 |
T4 DNA Ligase |
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abx098136-20Ku | Abbexa | 20 Ku | EUR 477.6 |
Phage λ-DNA |
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301-025 | GeneOn | 500 µg | EUR 122.4 |
Phage λ-DNA |
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301-100 | GeneOn | 5x500µg | EUR 426 |
T4 DNA ligase |
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402-002 | GeneOn | 400 WEISS UNITS | EUR 75.6 |
T4 DNA ligase |
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402-010 | GeneOn | 2000 WEISS UNITS | EUR 184.8 |
DNA Assay Kit |
|||
6023 | Chondrex | 1 kit | EUR 216.6 |
Description: DNA Assay Kit |
DNA Assay Kit |
|||
Z5030023 | Biochain | 250 assays | EUR 636 |
Viral DNA Kit |
|||
AGDK-0010 | AcceGen | Kit | Ask for price |
Description: Viral DNA Kit offers a rapid and easy-to-use method for the isolation of high quality virus DNA from 1-200ul serum, plasma, and cell-free medium. This kit is based on spin column chromatography as the separation matrix. The purified DNA is fully digestible with all restriction enzymes tested, and is completely compatible with downstream application such as PCR, qPCR, genotyping, sequencing, Southern Blot analysis, and more. |
Plant DNA Kit |
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AGDK-0011 | AcceGen | Kit | Ask for price |
Description: Plant DNA Kit is designed for isolation of high quality DNA from from a wide variety of plant species. Up to 100 mg of wet samples or 30 mg dry samples can be processed in less than 30 minutes.This kit is based on spin column chromatography as the separation matrix. This kit uses a novel and proprietary method to eliminate polysaccharides, phenolic compounds, and enzyme inhibitors from plant sample.The purified DNA is fully digestible with all restriction enzymes tested, and is completely compatible with downstream application such as PCR, qPCR, genotyping, sequencing, Southern Blot analysis, and more. |
Plant DNA Kit |
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AGDK-0028 | AcceGen | Kit | Ask for price |
Description: Plant DNA Kit is designed for isolation of high quality DNA from from a wide variety of plant species. Up to 100 mg of wet samples or 30 mg dry samples can be processed in less than 30 minutes. The kit utilizes our unique high-capacity magnetic bead technology that ensures efficient recovery of DNA fragment library within a desired fragment length range. The purified DNA is completely compatible with downstream application such as PCR, qPCR, genotyping, sequencing, Southern Blot analysis, and more. |
T4 DNA Ligase |
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RK21501 | Abclonal | 80000U | EUR 10 |
DNA Ligase IV |
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E8ET1705-77 | EnoGene | 100ul | EUR 275 |
Description: Available in various conjugation types. |
DNA Ligase I |
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E8ET7107-14 | EnoGene | 100ul | EUR 275 |
Description: Available in various conjugation types. |
T4 DNA Ligase |
|||
G467 | ABM | 200 U (200 μl) | EUR 60 |
Description: T4 DNA Ligase catalyzes the formation of a phosphodiester bond between the proximal 3’- hydroxyl and 5’- phosphate ends of adjacent, nicked nucleotides of dsDNA, dsRNA or DNA-RNA hybrids. Known to proceed via an adenylated intermediate, this endergonic reaction can be utilized to join both cohesive-ended and blunt-ended termini. |
T4 DNA Ligase |
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EN-149L | Jena Bioscience GmbH | 5 x 400Weiss units | EUR 149.7 |
Description: E. coli lambda lysogen NM 989 |
T4 DNA Ligase |
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EN-149S | Jena Bioscience GmbH | 400Weiss units | EUR 37.6 |
Description: E. coli lambda lysogen NM 989 |
DNA ligase 1 |
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AP82345 | SAB | 1mg | EUR 2640 |
DNA ligase 3 |
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AP82579 | SAB | 1mg | EUR 2640 |
DNA ligase 3 |
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AP82720 | SAB | 1mg | EUR 2640 |
DNA ligase 1 |
|||
AP82852 | SAB | 1mg | EUR 2640 |
DNA ligase 1 |
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AP83036 | SAB | 1mg | EUR 2640 |
15K DNA Marker |
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20-abx098049 | Abbexa |
|
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1Kb DNA Marker |
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20-abx098050 | Abbexa |
|
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1Kb DNA Marker |
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D1101-050 | GenDepot | 50㎍ | EUR 157.2 |
1Kb DNA Marker |
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D1101-250 | GenDepot | 5X50㎍ | EUR 360 |
SYBR DNA Stain |
|||
PCR-273 | Jena Bioscience GmbH | 5 x 1,8ml | EUR 48.2 |
Taq DNA Ligase |
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RK20502 | Abclonal | 2000U | EUR 105 |
DNA LADDER (1KB) |
|||
IB01351 | IBI Scientific | 50uG/500uL | EUR 61.65 |
Description: [FR] |
Genomic DNA Kit |
|||
20-abx098076 | Abbexa |
|
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DNA PK Antibody |
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abx149863-100ug | Abbexa | 100 ug | EUR 526.8 |
DNA PK antibody |
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20R-1466 | Fitzgerald | 100 ug | EUR 807.6 |
Description: Rabbit polyclonal DNA PK antibody |
DNA- PK Antibody |
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ABF0550 | Lifescience Market | 100 ug | EUR 525.6 |
DNA PK Antibody |
|||
ABF5340 | Lifescience Market | 100 ug | EUR 525.6 |
DNA Loading Dye |
|||
G030 | ABM | 6X; 3 x 1.0 ml | EUR 94.8 |
Calf thymus DNA |
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HY-109517 | MedChemExpress | 100mg | EUR 2292 |
Calf thymus DNA |
|||
T13592-10mg | TargetMol Chemicals | 10mg | Ask for price |
Description: Calf thymus DNA |
Calf thymus DNA |
|||
T13592-1g | TargetMol Chemicals | 1g | Ask for price |
Description: Calf thymus DNA |
Calf thymus DNA |
|||
T13592-1mg | TargetMol Chemicals | 1mg | Ask for price |
Description: Calf thymus DNA |
Calf thymus DNA |
|||
T13592-50mg | TargetMol Chemicals | 50mg | Ask for price |
Description: Calf thymus DNA |
Calf thymus DNA |
|||
T13592-5mg | TargetMol Chemicals | 5mg | Ask for price |
Description: Calf thymus DNA |
DNA PK Antibody |
|||
AF5340 | Affinity Biosciences | 100ul | EUR 280 |
Description: Human,Mouse |
E.coli DNA Ligase |
|||
RK20501 | Abclonal | 1000U | EUR 20.5 |
DNA LADDER (100bp) |
|||
IB01301 | IBI Scientific | 50uG/500uL | EUR 59.65 |
Description: [FR] |
DNA LADDER (100bp) |
|||
IB01302 | IBI Scientific | 50uG/500uL | EUR 56.1 |
Description: (NO LOADING DYE) [FR] |
GENOMIC DNA KIT |
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IB47250 | IBI Scientific | 2 X 96 PREP KIT | EUR 759.68 |
GENOMIC DNA KIT |
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IB47251 | IBI Scientific | 4 X 96 PREP KIT | EUR 1464.04 |
GENOMIC DNA KIT |
|||
IB47252 | IBI Scientific | 10 X 96 PREP KIT | EUR 3254.61 |
DNA PK Antibody |
|||
AF5340-100ul | Affinity Biosciences | 100ul | EUR 280 |
DNA PK Antibody |
|||
AF5340-200ul | Affinity Biosciences | 200ul | EUR 350 |
DNA PK Antibody |
|||
E18-5340-1 | EnoGene | 50μg/50μl | EUR 145 |
Description: Available in various conjugation types. |
DNA PK Antibody |
|||
E18-5340-2 | EnoGene | 100μg/100μl | EUR 225 |
Description: Available in various conjugation types. |
Fig Genomic DNA |
|||
PLG-1042 | Zyagen | 0.1mg | EUR 307 |
Oat Genomic DNA |
|||
PLG-1096 | Zyagen | 0.1mg | EUR 307 |
Rye Genomic DNA |
|||
PLG-1097 | Zyagen | 0.1mg | EUR 307 |
Pea Genomic DNA |
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PLG-1141 | Zyagen | 0.1mg | EUR 307 |
ELK Genomic DNA |
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GE-240 | Zyagen | 0.1mg | EUR 177 |
Cat Genomic DNA |
|||
GC-130 | Zyagen | 0.1mg | EUR 177 |
DNA Amplification Kit with Max Taq DNA Polymerase, 100app |
|||
PL2202-K | Vivantis | each | Ask for price |
100bp DNA Marker |
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20-abx098052 | Abbexa |
|
|
100bp DNA ladder |
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9K-004-0002 | Bio Basic | 0.5ml | EUR 260.98 |
100bp DNA Marker |
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D1100-050 | GenDepot | 50㎍ | EUR 198 |
100bp DNA Marker |
|||
D1100-250 | GenDepot | 5X50㎍ | EUR 660 |
Pork Genomic DNA |
|||
PCR-705 | Jena Bioscience GmbH | 20µg | EUR 90.1 |
100bp DNA ladder |
|||
TBS4030-0.5mL | Tribioscience | 0.5 ml | EUR 60 |
100bp DNA ladder |
|||
TBS4030-1.0mL | Tribioscience | 1.0 ml | EUR 110 |
DNA pol Antibody |
|||
E18-9055-1 | EnoGene | 50ug/50ul | EUR 145 |
Description: Available in various conjugation types. |
DNA pol Antibody |
|||
E18-9055-2 | EnoGene | 100ug/100ul | EUR 225 |
Description: Available in various conjugation types. |
DNA-PKcs/PRKDC |
|||
E8M1204-6 | EnoGene | 100ul | EUR 275 |
Description: Available in various conjugation types. |
Corn Genomic DNA |
|||
PLG-1002 | Zyagen | 0.1mg | EUR 307 |
Rice Genomic DNA |
|||
PLG-1004 | Zyagen | 0.1mg | EUR 307 |
Pear Genomic DNA |
|||
PLG-1033 | Zyagen | 0.1mg | EUR 307 |
Duck Genomic DNA |
|||
GD-220 | Zyagen | 0.1mg | EUR 177 |
Goat Genomic DNA |
|||
GG-150 | Zyagen | 0.1mg | EUR 177 |
Crab Genomic DNA |
|||
GRA-340 | Zyagen | 0.025mg | EUR 177 |
Clam Genomic DNA |
|||
GCL-325 | Zyagen | 0.025mg | EUR 177 |
Human Neutrophil Elastase (DNA I) , DNA Aptamer, FITC labeled |
|||
AD-155-F | Alpha Diagnostics | Custom | Ask for price |
DNA PKcs antibody |
|||
10R-10729 | Fitzgerald | 100 ug | EUR 457.2 |
Description: Mouse monoclonal DNA PKcs antibody |
DNA PKcs antibody |
|||
20R-2017 | Fitzgerald | 50 ug | EUR 337.2 |
Description: Rabbit polyclonal DNA PKcs antibody |
DNA PKcs antibody |
|||
20R-2346 | Fitzgerald | 50 ug | EUR 337.2 |
Description: Rabbit polyclonal DNA PKcs antibody |
DNA-PK Antibody |
|||
3130-100 | Biovision | each | EUR 405.6 |
Human Genomic DNA |
|||
BIO-35025 | Bioline | 500µl @ 200ng/µl | Ask for price |
DNA PKcs antibody |
|||
70R-50261 | Fitzgerald | 100 ul | EUR 292.8 |
Description: Purified Polyclonal DNA PKcs antibody |
DNA-PK Antibody |
|||
33358-100ul | SAB | 100ul | EUR 302.4 |
DNA-PK Antibody |
|||
33358-50ul | SAB | 50ul | EUR 224.4 |
DNA PKcs Antibody |
|||
48923-100ul | SAB | 100ul | EUR 399.6 |
DNA PKcs Antibody |
|||
48923-50ul | SAB | 50ul | EUR 286.8 |
T4 DNA Polymerase |
|||
N101-01 | Vazyme | 2000 U | EUR 278.4 |
T4 DNA Polymerase |
|||
M1211-100 | Biovision | each | EUR 385.2 |
DL5000 DNA Marker |
|||
MD102-01 | Vazyme | 250 μl | EUR 128.4 |
DL5000 DNA Marker |
|||
MD102-02 | Vazyme | 500 μl | EUR 135.6 |
Human Genomic DNA |
|||
PCR-261 | Jena Bioscience GmbH | 20µg | EUR 96 |
Horse Genomic DNA |
|||
PCR-706 | Jena Bioscience GmbH | 20µg | EUR 90.1 |
Human Genomic DNA |
|||
X11000 | EpiGentek |
|
|
DNA-PK Antibody |
|||
AF6631 | Affinity Biosciences | 100ul | EUR 280 |
Description: Human,Mouse |
DNA-PK Antibody |
|||
AF0550 | Affinity Biosciences | 100ul | EUR 280 |
Description: Human,Mouse |
DNA-PK Antibody |
|||
8C0174 | AAT Bioquest | 50ug | EUR 368 |
Description: DNA-PK Antibody |
DNA-PK Antibody |
|||
E11-0174C | EnoGene | 100μg/100μl | EUR 225 |
Description: Available in various conjugation types. |
DNA-PK Antibody |
|||
E11-0421B | EnoGene | 100μg | EUR 225 |
Description: Available in various conjugation types. |
DNA-PK Antibody |
|||
E11-0906B | EnoGene | 100μg | EUR 225 |
Description: Available in various conjugation types. |
Then we apply our proposed technique to a new collected dataset of high resolution 3D images of neutrophile nuclei suggesting a clustering model with six significant clusters of morphological cell nuclei prototypes. We visualize differences in the cell shape clusters by providing prototypical examples of neutrophilic cell nuclei.