Analysis of DNA Sequence Classification Using CNN and Hybrid Models

Analysis of DNA Sequence Classification Using CNN and Hybrid Models

In a normal computational context for biomedical information evaluation, DNA sequence classification is a vital problem. A number of machine studying methods have used to finish this job lately efficiently. Identification and classification of viruses are important to keep away from an outbreak like COVID-19. Regardless, the characteristic choice course of stays probably the most difficult side of the problem. Probably the most generally used representations worsen the case of excessive dimensionality, and sequences lack specific options. It additionally helps in detecting the impact of viruses and drug design.

In current days, deep studying (DL) fashions can robotically extract the options from the enter. On this work, we employed CNN, CNN-LSTM, and CNN-Bidirectional LSTM architectures utilizing Label and Ok-mer encoding for DNA sequence classification. The fashions are evaluated on completely different classification metrics. From the experimental outcomes, the CNN and CNN-Bidirectional LSTM with Ok-mer encoding affords excessive accuracy with 93.16% and 93.13%, respectively, on testing information.

Complexes have been totally characterised and their constructions have been decided by X-ray diffraction. Their organic exercise was assessed for a number of chosen human tumor cell traces: Jurkat (human leukaemic T-cell lymphoma), HCT-116 (human colorectal carcinoma), HeLa (human cervix epitheloid carcinoma), MCF-7 (human breast adenocarcinoma), MDA-MB-231 (human mammary gland adenocarcinoma), A549 (human alveolar adenocarcinoma), Caco-2 (human colorectal carcinoma), and for non-cancerous 3T3 cells (murine fibroblasts).

DNA sequence-dependent positioning of the linker histone in a nucleosome: a single-pair FRET examine

Linker histones (LH) bind to nucleosomes with their globular area (gH) positioned in both an on- or an off-dyad binding mode. Right here, we examine the impact of the linker DNA (L-DNA) sequence on the binding of a full-length LH, Xenopus laevis H1.0b, to a Widom 601 nucleosome core particle (NCP) flanked by two 40 bp lengthy L-DNA arms, by single-pair FRET spectroscopy. We different the sequence of the 11 bp of L-DNA adjoining the NCP on both facet, making the sequence both A-tract, purely GC, or combined, with 64% AT. The labelled gH persistently exhibited greater FRET effectivity with the labelled L-DNA containing the A-tract, than that with the pure-GC stretch, even when the stretches have been swapped.

Nevertheless, it didn’t exhibit greater FRET effectivity with the L-DNA containing 64% AT-rich combined DNA when in comparison with the pure-GC stretch. We clarify our observations with a mannequin that reveals that the gH binds on-dyad and that two arginines mediate recognition of the A-tract by way of its characteristically slender minor groove. To analyze whether or not this on-dyad minor groove-based recognition was distinct from beforehand recognized off-dyad main groove-based recognition, a nucleosome was designed with A-tracts on each the L-DNA arms. One A-tract was complementary to thymine and the opposite to deoxyuridine. The most important groove of the thymine-tract was lined with methyl teams that have been absent from the main groove of the deoxyuridine tract.

The gH exhibited comparable FRET for each these A-tracts, suggesting that it doesn’t work together with the thymine methyl teams uncovered on the main groove. Our observations thus complement earlier research that counsel that completely different LH isoforms might make use of other ways of recognizing AT-rich DNA and A-tracts. This adaptability might allow the LH to universally compact scaffold-associated areas and constitutive heterochromatin, that are wealthy in such sequences.

INSIDER: alignment-free detection of overseas DNA sequences

Exterior DNA sequences might be inserted into an organism’s genome both via pure processes corresponding to gene switch, or via focused genome engineering methods. Having the ability to robustly establish such overseas DNA is a vital functionality for well being and biosecurity functions, corresponding to anti-microbial resistance (AMR) detection or monitoring gene drives. This functionality doesn’t exist for poorly characterised host genomes or with restricted details about the built-in sequence. To deal with this, we developed the INserted Sequence Info DEtectoR (INSIDER). INSIDER analyses entire genome sequencing information and identifies segments of doubtless overseas origin by their vital shift in k-mer signatures.

Analysis of DNA Sequence Classification Using CNN and Hybrid Models

We display the ability of INSIDER to separate built-in DNA sequences from regular genomic sequences on an artificial dataset simulating the insertion of a CRISPR-Cas gene drive into wild-type yeast. As a proof-of-concept, we use INSIDER to detect the precise AMR plasmid in entire genome sequencing information from a Citrobacter freundii affected person isolate. INSIDER streamlines the method of figuring out built-in DNA in poorly characterised wild species or when the insert is of unknown origin, thus enhancing the monitoring of rising biosecurity threats.

A deep studying mannequin for predicting next-generation sequencing depth from DNA sequence

Focused high-throughput DNA sequencing is a main strategy for genomics and molecular diagnostics, and extra just lately as a readout for DNA data storage. Oligonucleotide probes used to counterpoint gene loci of curiosity have completely different hybridization kinetics, leading to non-uniform protection that will increase sequencing prices and reduces sequencing sensitivities. Right here, we current a deep studying mannequin (DLM) for predicting Subsequent-Era Sequencing (NGS) depth from DNA probe sequences. Our DLM features a bidirectional recurrent neural community that takes as enter each DNA nucleotide identities in addition to the calculated likelihood of the nucleotide being unpaired.

Protein G Magnetic Beads

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EUR 314.4

Protein L Magnetic Beads

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Protein A Magnetic Beads

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Protein G Magnetic Beads

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Anti-Flag magnetic beads

B26101 1 mL
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Description: Anti-Flag magnetic beads is based on hydroxyl magnetic beads covalently coupling with mouse IgG1 monoclonal antibody. It is recommended to use for co-immunoprecipitation and protein purification.

Anti-Flag magnetic beads

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Description: Anti-Flag magnetic beads is based on hydroxyl magnetic beads covalently coupling with mouse IgG1 monoclonal antibody. It is recommended to use for co-immunoprecipitation and protein purification.

Anti-Flag Magnetic Beads

HY-K0207 1 mL
EUR 570

Magnetic Beads (DNA) 30 mL

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Magnetic Beads (DNA) 450 mL

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Protein A/G Magnetic Beads

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EUR 352.8

Protein A/G Magnetic Beads

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Protein A/G/L Magnetic Beads

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Magnetic Beads for DNA Purification

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Protein A/G Magnetic Beads for IP

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Description: Protein A/G Magnetic Beads for immunoprecipitation (IP) are based on a biological nanosurface technology (S-TEC). Protein A/G coats the surface of super paramagnetic microspheres with high coating density up to 9.3 × 10^13 molecules/cm2. Compared to similar immune magnetic beads, our Protein A/G beads display much more antibody binding sites therefore using less magnetic beads per reaction and ultimately achiving greater cost-efficiency. Non-specific binding is reduced to an absolute low eliminating any detectable interference with your IP assays. The large, specific surface area of the beads greatly shortens the adsorption time and achieves complete antibody/antigen adsorption process in 10 minutes and complete total purification and precipitation in just 30 minutes. This product can be used on a wide variety of samples, such as in cell lysates, supernatants collected from cell secretion, serum, ascites, and other immune antigens.

Protein A/G Magnetic Beads for IP

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Description: Protein A/G Magnetic Beads for immunoprecipitation (IP) are based on a biological nanosurface technology (S-TEC). Protein A/G coats the surface of super paramagnetic microspheres with high coating density up to 9.3 × 10^13 molecules/cm2. Compared to similar immune magnetic beads, our Protein A/G beads display much more antibody binding sites therefore using less magnetic beads per reaction and ultimately achiving greater cost-efficiency. Non-specific binding is reduced to an absolute low eliminating any detectable interference with your IP assays. The large, specific surface area of the beads greatly shortens the adsorption time and achieves complete antibody/antigen adsorption process in 10 minutes and complete total purification and precipitation in just 30 minutes. This product can be used on a wide variety of samples, such as in cell lysates, supernatants collected from cell secretion, serum, ascites, and other immune antigens.

FFPE Tissue DNA Extraction Kit - Magnetic Beads

K5011450 1 kit
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Magnetic Beads-conjugated Mouse anti DDDDK-Tag mAb

AE037 50 ul
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RNA/DNA Purification Kit (Magnetic Bead)

DA0623 32 test/kit Ask for price

Nickel NTA Magnetic Agarose Bead (5%)

MagNTANi5-10 10ml suspension
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CD9 Exo-Flow capture kit (Magnetic streptavidin beads, CD9-biotin capture antibody, Wash and Elution Buffers, Exo-FITC stain)

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Magnetic Stand

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Description: This Magnetic Separator is a proprietary machine, supportinga the magnetic beads series of products. A core tenent is the use of a superior magnetic, to ensure that magnetic separation step can be completed in a short time.

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Description: Magnetic Wand - Set

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Description: Magnetic Wand - Curved

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Description: Magnetic Wand - Straight

Amino Magnetic Particles

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EUR 286.8
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

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Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

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EUR 303.6
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

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EUR 230.4
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AMX-10-100 100 mL
EUR 1424.4
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AMX-150-5 5 mL
EUR 444
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AMX-30-10 10 mL
EUR 230.4
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AMX-40-10 10 mL
EUR 230.4
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AM-10-10 10 mL
EUR 254.4
Description: Amino Superparamagnetic Particles are recomended for variety of applications such as cell separation, affinity purification, DNA probe assays, magnetic particle EIA, etc. The key features are does not contain any free iron oxide, thus reducing undesirable interference, you may obtain iable and functionally active cells using using magnetic labeling after coupling with cell surface molecules.

Amino Magnetic Particles

AM-10-100 100 mL
EUR 1618.8
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AM-15-10 10 mL
EUR 254.4
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AM-15-100 100 mL
EUR 1618.8
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AM-20-10 10 mL
EUR 261.6
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AM-20-100 100 mL
EUR 1668
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AM-30-10 10 mL
EUR 261.6
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AM-30-100 100 mL
EUR 1668
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AM-40-10 10 mL
EUR 261.6
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AM-40-100 100 mL
EUR 1668
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AM-60-10 10 mL
EUR 376.8
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AM-60-100 100 mL
EUR 2593.2
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Amino Magnetic Particles

AM-80-10 10 mL
EUR 444
Description: Amino Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Magnetic Separation Rack

M1501-1 1 Rack
EUR 454.8

Epoxy Magnetic Particles

EM-05-10 10 mL
EUR 267.6
Description: Please reffer to the technical data sheet for more detail information for this item. Our dedicated team would be happy to assist you via live chat, email or phone.

Epoxy Magnetic Particles

EM-20-10 10 mL
EUR 267.6
Description: Epoxy Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Epoxy Magnetic Particles

EM-20-100 100 mL
EUR 1716
Description: Epoxy Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Magnetic Separation Rack

CM101 32 well (200 μl/well)
EUR 112

Magnetic Separation Rack

CM103 24 well (1.5 ml/well)
EUR 112

GFP-nAb Magnetic 0.5ml

ABP-NAB-GFPM050 500 µl Ask for price

GFP-nAb Magnetic 1ml

ABP-NAB-GFPM100 1 ml Ask for price

RFP-nAb Magnetic 0.5ml

ABP-NAB-RFPM050 500 µl Ask for price

RFP-nAb Magnetic 1ml

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Biotin Magnetic Particles

TM-10-10 10 mL
EUR 254.4
Description: Please reffer to the technical data sheet for more detail information for this item. Our dedicated team would be happy to assist you via live chat, email or phone.

Biotin Magnetic Particles

TM-40-10 10 mL
EUR 254.4
Description: Please reffer to the technical data sheet for more detail information for this item. Our dedicated team would be happy to assist you via live chat, email or phone.

Biotin Magnetic Particles

TM-60-5 5 mL
EUR 426
Description: Please reffer to the technical data sheet for more detail information for this item. Our dedicated team would be happy to assist you via live chat, email or phone.

Biotin Magnetic Particles

TMX-10-10 10 mL
EUR 273.6
Description: Please reffer to the technical data sheet for more detail information for this item. Our dedicated team would be happy to assist you via live chat, email or phone.

Avidin Magnetic Particles

VM-10-10 10 mL
EUR 315.6
Description: Please reffer to the technical data sheet for more detail information for this item. Our dedicated team would be happy to assist you via live chat, email or phone.

Avidin Magnetic Particles

VM-40-10 10 mL
EUR 315.6
Description: Please reffer to the technical data sheet for more detail information for this item. Our dedicated team would be happy to assist you via live chat, email or phone.

Avidin Magnetic Particles

VM-60-10 10 mL
EUR 388.8
Description: Please reffer to the technical data sheet for more detail information for this item. Our dedicated team would be happy to assist you via live chat, email or phone.

Avidin Magnetic Particles

VM-80-5 5 mL
EUR 438
Description: Please reffer to the technical data sheet for more detail information for this item. Our dedicated team would be happy to assist you via live chat, email or phone.

Avidin Magnetic Particles

VMS-30-10 10 mL
EUR 346.8
Description: Please reffer to the technical data sheet for more detail information for this item. Our dedicated team would be happy to assist you via live chat, email or phone.

Avidin Magnetic Particles

VMS-40-10 10 mL
EUR 346.8
Description: Please reffer to the technical data sheet for more detail information for this item. Our dedicated team would be happy to assist you via live chat, email or phone.

Avidin Magnetic Particles

VMX-10-10 10 mL
EUR 261.6
Description: Please reffer to the technical data sheet for more detail information for this item. Our dedicated team would be happy to assist you via live chat, email or phone.

Avidin Magnetic Particles

VMX-40-5 5 mL
EUR 315.6
Description: Please reffer to the technical data sheet for more detail information for this item. Our dedicated team would be happy to assist you via live chat, email or phone.

GFP-nAb Magnetic 0.25ml

ABP-NAB-GFPM025 250 µl Ask for price

RFP-nAb Magnetic 0.25ml

ABP-NAB-RFPM025 250 µl Ask for price

nAb Magnetic Control 0.5ml

ABP-NAB-MCNTRL5 500 µl Ask for price

Carboxyl Magnetic Particles

CM-025-10 10 mL
EUR 249.6
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-025-100H 100mL
EUR 1765.2
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-025-10H 10mL
EUR 237.6
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-05-10 10 mL
EUR 249.6
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-05-10H 10mL
EUR 249.6
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-08-10 10 mL
EUR 249.6
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-10-10 10 mL
EUR 254.4
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-10-100 100 mL
EUR 1618.8
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-100-10 10 mL
EUR 408
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-1000-10 10 mL
EUR 511.2
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-15-10 10 mL
EUR 254.4
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-15-100 100 mL
EUR 1618.8
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-150-10 10 mL
EUR 444
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-20-10 10 mL
EUR 261.6
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-20-100 100 mL
EUR 1668
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-200-10 10 mL
EUR 469.2
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-30-10 10 mL
EUR 261.6
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-30-100 100 mL
EUR 1668
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-30-50 50 mL
EUR 913.2
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-300-10 10 mL
EUR 469.2
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-300-100 100 mL
EUR 2917.2
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-40-10 10 mL
EUR 261.6
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-40-100 100 mL
EUR 1668
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-50-10 10 mL
EUR 339.6
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-60-10 10 mL
EUR 372
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-60-100 100 mL
EUR 2545.2
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CM-80-10 10 mL
EUR 444
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

Carboxyl Magnetic Particles

CMS-200-10 10 mL
EUR 438
Description: Carboxyl Magnetic Particles are prepared by coating a layer of magnetite and polystyrene onto monodispersed (i.e.. uniform sized) polystyrene core particles. The magnetic particles can be easily separated from a suspension magnetically. These particles become non magnetic when removed from a magnet, and do not retain any detectable magnetism even after repeated exposure to strong magnetic field.Are of research that those particles had been tested are cell separation, affinity purification, DNA probe assays, magnetic particle EIA. For more infomation please don't hesiate to contact our technical team.

We apply our DLM to a few completely different NGS panels: a 39,145-plex panel for human single nucleotide polymorphisms (SNP), a 2000-plex panel for human lengthy non-coding RNA (lncRNA), and a 7373-plex panel focusing on non-human sequences for DNA data storage. In cross-validation, our DLM predicts sequencing depth to inside an element of three with 93% accuracy for the SNP panel, and 99% accuracy for the non-human panel. In unbiased testing, the DLM predicts the lncRNA panel with 89% accuracy when educated on the SNP panel. The identical mannequin can also be efficient at predicting the measured single-plex kinetic price constants of DNA hybridization and strand displacement.

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