Presented by- MD JAKIR HOSSAIN
Doctoral Research Scholar
Department of Agricultural Genetic Engineering ,
Faculty of Agricultural Sciences and Technologies,
Nigde Omer Halisdemir University, Turkey
E. Mail- mjakirbotru@gmail.com
a proper description about the process microinjection and also about gene transfer. and different types of DNA delivery methods.
with advantages, disadvantages, limitations and applications.
Bacteriophage vectors
Bacteriophage
WHY BACTERIOPHAGE AS A VECTOR?
M13 phage
Genome of m13 phage
Life cycle and dna replication of m13
CONSTRUCTION M13 AS PHAGE VECTOR
M13 MP 2 vector
M13MP7 VECTOR
Selection of recombinants
Lambda replacement vectors
LAMBDA EMBL 4 VECTOR
P1 PHAGE
GENOME OF P1 PHAGE
P1 PHAGE AS VECTOR
P1 phage vector system
Presented by- MD JAKIR HOSSAIN
Doctoral Research Scholar
Department of Agricultural Genetic Engineering ,
Faculty of Agricultural Sciences and Technologies,
Nigde Omer Halisdemir University, Turkey
E. Mail- mjakirbotru@gmail.com
a proper description about the process microinjection and also about gene transfer. and different types of DNA delivery methods.
with advantages, disadvantages, limitations and applications.
Bacteriophage vectors
Bacteriophage
WHY BACTERIOPHAGE AS A VECTOR?
M13 phage
Genome of m13 phage
Life cycle and dna replication of m13
CONSTRUCTION M13 AS PHAGE VECTOR
M13 MP 2 vector
M13MP7 VECTOR
Selection of recombinants
Lambda replacement vectors
LAMBDA EMBL 4 VECTOR
P1 PHAGE
GENOME OF P1 PHAGE
P1 PHAGE AS VECTOR
P1 phage vector system
An overview of the Agrobacterium-mediated gene transfer process. Moreover, studied different kinds of Agrobacterium species are involved in this mechanism.
Agrobacterium is a rod-shaped, Gram-negative bacteria found mostly in the soil. It is a plant pathogen that is responsible for causing crown gall disease in them. This bacteria is also known as the natural genetic engineer because of it's the ability to integrate its plasmid Gene into the plant genome.
Agrobacterium tumefaciens transfer of their genetic material T-DNA of Ti-plasmid into the plant cell: A: Agrobacterium tumefaciens; B: Agrobacterium genome; C: Ti Plasmid : a: T-DNA , b: Vir genes , c: Replication origin , d: Opines catabolism genes; D: Plant cell
A Ti-Plasmid (tumor-inducing plasmid) is a ds, circular DNA that often, but not always. It's a piece of genetic equipment that transfers genetic material from bacterial cells means Agrobacterium tumefaciens into plant cells used to induce tumors in the plant. The Ti-plasmid is damage when Agrobacterium is grown above 28 °C. Such cured bacteria don't induce crown gall disease in the plant due to they are avirulent. The Ti-Plasmid are classified into two types on the basis of opine genes are present in T-DNA.
The Plasmid has 196 genes that code for 195 proteins. There is no one structural RNA. The plasmid is 206.479 nucleotides long. the GC content is 56% and 81% of the genetic material is coding genes.
The modification of this plasmid is a very important source in the production of transgenic plants.
The T-DNA must be cut out of the circular plasmid. A VirD1/D2 complex nicks the DNA at the left and right border sequences. The VirD2 protein is covalently attached to the 5' end. VirD2 contains a motif that leads to the nucleoprotein complex being targeted to the type IV secretion system (T4SS).
In the cytoplasm of the recipient cell, the T-DNA complex becomes coated with VirE2 proteins, which are exported through the T4SS independently from the T-DNA complex. Nuclear localization signals, or NLS, located on the VirE2 and VirD2 are recognized by the importin alpha protein, which then associates with importin beta and the nuclear pore complex to transfer the T-DNA into the nucleus. So that the T-DNA can integrate into the host genome.
We inoculate Agrobacterium containing our genes of interest, onto wounded plant tissue explants. The Agrobacterium then transfers the gene of interest into the DNA of the plant tissue.
This presentation covers a general introduction to expression vector, its components, types, and its application. Then it covers some of the expression system with examples.
Introduction
Definition
History
Why are the transgenic animals being produced
Transgenic mice
Mice: as model organism
Methods of creation of transgenic mice
knock-out mice
Application of transgenic mice
Conclusion
References
The direct microinjection of DNA into the cytoplasm or nuclei of cultured cells is sometimes used as a transfection method. It is highly efficient at the level of individual cells. The most significant use of this technique is introduction of DNA into the oocytes, eggs and embryos of animals, either for transient expression analysis (e.g. in fish or Xenopus) or to generate transgenic animals (e.g. mice, Drosophilathis). The procedure is time consuming and only a small number of cells can be treated. Originally, this technique was used for the transformation of cells that were resistant to any other method of transfection. Stable transfection efficiencies are extremely high, in the order of 20%, and very small quantities of DNA are sufficient.
This technique provides direct nuclear delivery of DNA avoiding the endogenous pathway and also ensures that the DNA is delivered intact. Microinjection is suitable for the introduction of large vectors such as YACs into the pronuclei of fertilized mouse eggs. DNA delivered in this manner must be very pure so it needs a lot of preparation as it is necessary to avoid fragmentation. Shearing can also occur in the delivery needle, and large DNA fragments are often protected by suspension in a high salt buffer and/or mixing with polyamines and other protective agents. Now transfection of cultured cells is automated with computer-controlled micromanipulation and microinjection processes as well as the automated production of injection capillaries and the standardization of cell preparation procedure.
Hi, I am RAFi ,student of Genetic Engineering and Biotechnology , Jashore university of science & Technology. It is my first uploading slide in slideshare.I am so glad for doing this work.
An overview of the Agrobacterium-mediated gene transfer process. Moreover, studied different kinds of Agrobacterium species are involved in this mechanism.
Agrobacterium is a rod-shaped, Gram-negative bacteria found mostly in the soil. It is a plant pathogen that is responsible for causing crown gall disease in them. This bacteria is also known as the natural genetic engineer because of it's the ability to integrate its plasmid Gene into the plant genome.
Agrobacterium tumefaciens transfer of their genetic material T-DNA of Ti-plasmid into the plant cell: A: Agrobacterium tumefaciens; B: Agrobacterium genome; C: Ti Plasmid : a: T-DNA , b: Vir genes , c: Replication origin , d: Opines catabolism genes; D: Plant cell
A Ti-Plasmid (tumor-inducing plasmid) is a ds, circular DNA that often, but not always. It's a piece of genetic equipment that transfers genetic material from bacterial cells means Agrobacterium tumefaciens into plant cells used to induce tumors in the plant. The Ti-plasmid is damage when Agrobacterium is grown above 28 °C. Such cured bacteria don't induce crown gall disease in the plant due to they are avirulent. The Ti-Plasmid are classified into two types on the basis of opine genes are present in T-DNA.
The Plasmid has 196 genes that code for 195 proteins. There is no one structural RNA. The plasmid is 206.479 nucleotides long. the GC content is 56% and 81% of the genetic material is coding genes.
The modification of this plasmid is a very important source in the production of transgenic plants.
The T-DNA must be cut out of the circular plasmid. A VirD1/D2 complex nicks the DNA at the left and right border sequences. The VirD2 protein is covalently attached to the 5' end. VirD2 contains a motif that leads to the nucleoprotein complex being targeted to the type IV secretion system (T4SS).
In the cytoplasm of the recipient cell, the T-DNA complex becomes coated with VirE2 proteins, which are exported through the T4SS independently from the T-DNA complex. Nuclear localization signals, or NLS, located on the VirE2 and VirD2 are recognized by the importin alpha protein, which then associates with importin beta and the nuclear pore complex to transfer the T-DNA into the nucleus. So that the T-DNA can integrate into the host genome.
We inoculate Agrobacterium containing our genes of interest, onto wounded plant tissue explants. The Agrobacterium then transfers the gene of interest into the DNA of the plant tissue.
This presentation covers a general introduction to expression vector, its components, types, and its application. Then it covers some of the expression system with examples.
Introduction
Definition
History
Why are the transgenic animals being produced
Transgenic mice
Mice: as model organism
Methods of creation of transgenic mice
knock-out mice
Application of transgenic mice
Conclusion
References
The direct microinjection of DNA into the cytoplasm or nuclei of cultured cells is sometimes used as a transfection method. It is highly efficient at the level of individual cells. The most significant use of this technique is introduction of DNA into the oocytes, eggs and embryos of animals, either for transient expression analysis (e.g. in fish or Xenopus) or to generate transgenic animals (e.g. mice, Drosophilathis). The procedure is time consuming and only a small number of cells can be treated. Originally, this technique was used for the transformation of cells that were resistant to any other method of transfection. Stable transfection efficiencies are extremely high, in the order of 20%, and very small quantities of DNA are sufficient.
This technique provides direct nuclear delivery of DNA avoiding the endogenous pathway and also ensures that the DNA is delivered intact. Microinjection is suitable for the introduction of large vectors such as YACs into the pronuclei of fertilized mouse eggs. DNA delivered in this manner must be very pure so it needs a lot of preparation as it is necessary to avoid fragmentation. Shearing can also occur in the delivery needle, and large DNA fragments are often protected by suspension in a high salt buffer and/or mixing with polyamines and other protective agents. Now transfection of cultured cells is automated with computer-controlled micromanipulation and microinjection processes as well as the automated production of injection capillaries and the standardization of cell preparation procedure.
Hi, I am RAFi ,student of Genetic Engineering and Biotechnology , Jashore university of science & Technology. It is my first uploading slide in slideshare.I am so glad for doing this work.
Genetic transformation & success of DNA ligation Sabahat Ali
DNA is ligated through DNA Ligase, problems may occur during DNA ligation are
1) vector cyclization
2) vector-vector concatemers
3) target DNA-target DNA ligation
The ability to recreate computational results with minimal effort and actionable metrics provides a solid foundation for scientific research and software development. When people can replicate an analysis at the touch of a button using open-source software, open data, and methods to assess and compare proposals, it significantly eases verification of results, engagement with a diverse range of contributors, and progress. However, we have yet to fully achieve this; there are still many sociotechnical frictions.
Inspired by David Donoho's vision, this talk aims to revisit the three crucial pillars of frictionless reproducibility (data sharing, code sharing, and competitive challenges) with the perspective of deep software variability.
Our observation is that multiple layers — hardware, operating systems, third-party libraries, software versions, input data, compile-time options, and parameters — are subject to variability that exacerbates frictions but is also essential for achieving robust, generalizable results and fostering innovation. I will first review the literature, providing evidence of how the complex variability interactions across these layers affect qualitative and quantitative software properties, thereby complicating the reproduction and replication of scientific studies in various fields.
I will then present some software engineering and AI techniques that can support the strategic exploration of variability spaces. These include the use of abstractions and models (e.g., feature models), sampling strategies (e.g., uniform, random), cost-effective measurements (e.g., incremental build of software configurations), and dimensionality reduction methods (e.g., transfer learning, feature selection, software debloating).
I will finally argue that deep variability is both the problem and solution of frictionless reproducibility, calling the software science community to develop new methods and tools to manage variability and foster reproducibility in software systems.
Exposé invité Journées Nationales du GDR GPL 2024
This presentation explores a brief idea about the structural and functional attributes of nucleotides, the structure and function of genetic materials along with the impact of UV rays and pH upon them.
Phenomics assisted breeding in crop improvementIshaGoswami9
As the population is increasing and will reach about 9 billion upto 2050. Also due to climate change, it is difficult to meet the food requirement of such a large population. Facing the challenges presented by resource shortages, climate
change, and increasing global population, crop yield and quality need to be improved in a sustainable way over the coming decades. Genetic improvement by breeding is the best way to increase crop productivity. With the rapid progression of functional
genomics, an increasing number of crop genomes have been sequenced and dozens of genes influencing key agronomic traits have been identified. However, current genome sequence information has not been adequately exploited for understanding
the complex characteristics of multiple gene, owing to a lack of crop phenotypic data. Efficient, automatic, and accurate technologies and platforms that can capture phenotypic data that can
be linked to genomics information for crop improvement at all growth stages have become as important as genotyping. Thus,
high-throughput phenotyping has become the major bottleneck restricting crop breeding. Plant phenomics has been defined as the high-throughput, accurate acquisition and analysis of multi-dimensional phenotypes
during crop growing stages at the organism level, including the cell, tissue, organ, individual plant, plot, and field levels. With the rapid development of novel sensors, imaging technology,
and analysis methods, numerous infrastructure platforms have been developed for phenotyping.
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...University of Maribor
Slides from:
11th International Conference on Electrical, Electronics and Computer Engineering (IcETRAN), Niš, 3-6 June 2024
Track: Artificial Intelligence
https://www.etran.rs/2024/en/home-english/
Remote Sensing and Computational, Evolutionary, Supercomputing, and Intellige...University of Maribor
Slides from talk:
Aleš Zamuda: Remote Sensing and Computational, Evolutionary, Supercomputing, and Intelligent Systems.
11th International Conference on Electrical, Electronics and Computer Engineering (IcETRAN), Niš, 3-6 June 2024
Inter-Society Networking Panel GRSS/MTT-S/CIS Panel Session: Promoting Connection and Cooperation
https://www.etran.rs/2024/en/home-english/
Earliest Galaxies in the JADES Origins Field: Luminosity Function and Cosmic ...Sérgio Sacani
We characterize the earliest galaxy population in the JADES Origins Field (JOF), the deepest
imaging field observed with JWST. We make use of the ancillary Hubble optical images (5 filters
spanning 0.4−0.9µm) and novel JWST images with 14 filters spanning 0.8−5µm, including 7 mediumband filters, and reaching total exposure times of up to 46 hours per filter. We combine all our data
at > 2.3µm to construct an ultradeep image, reaching as deep as ≈ 31.4 AB mag in the stack and
30.3-31.0 AB mag (5σ, r = 0.1” circular aperture) in individual filters. We measure photometric
redshifts and use robust selection criteria to identify a sample of eight galaxy candidates at redshifts
z = 11.5 − 15. These objects show compact half-light radii of R1/2 ∼ 50 − 200pc, stellar masses of
M⋆ ∼ 107−108M⊙, and star-formation rates of SFR ∼ 0.1−1 M⊙ yr−1
. Our search finds no candidates
at 15 < z < 20, placing upper limits at these redshifts. We develop a forward modeling approach to
infer the properties of the evolving luminosity function without binning in redshift or luminosity that
marginalizes over the photometric redshift uncertainty of our candidate galaxies and incorporates the
impact of non-detections. We find a z = 12 luminosity function in good agreement with prior results,
and that the luminosity function normalization and UV luminosity density decline by a factor of ∼ 2.5
from z = 12 to z = 14. We discuss the possible implications of our results in the context of theoretical
models for evolution of the dark matter halo mass function.
Observation of Io’s Resurfacing via Plume Deposition Using Ground-based Adapt...Sérgio Sacani
Since volcanic activity was first discovered on Io from Voyager images in 1979, changes
on Io’s surface have been monitored from both spacecraft and ground-based telescopes.
Here, we present the highest spatial resolution images of Io ever obtained from a groundbased telescope. These images, acquired by the SHARK-VIS instrument on the Large
Binocular Telescope, show evidence of a major resurfacing event on Io’s trailing hemisphere. When compared to the most recent spacecraft images, the SHARK-VIS images
show that a plume deposit from a powerful eruption at Pillan Patera has covered part
of the long-lived Pele plume deposit. Although this type of resurfacing event may be common on Io, few have been detected due to the rarity of spacecraft visits and the previously low spatial resolution available from Earth-based telescopes. The SHARK-VIS instrument ushers in a new era of high resolution imaging of Io’s surface using adaptive
optics at visible wavelengths.
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptxRASHMI M G
Abnormal or anomalous secondary growth in plants. It defines secondary growth as an increase in plant girth due to vascular cambium or cork cambium. Anomalous secondary growth does not follow the normal pattern of a single vascular cambium producing xylem internally and phloem externally.
Salas, V. (2024) "John of St. Thomas (Poinsot) on the Science of Sacred Theol...Studia Poinsotiana
I Introduction
II Subalternation and Theology
III Theology and Dogmatic Declarations
IV The Mixed Principles of Theology
V Virtual Revelation: The Unity of Theology
VI Theology as a Natural Science
VII Theology’s Certitude
VIII Conclusion
Notes
Bibliography
All the contents are fully attributable to the author, Doctor Victor Salas. Should you wish to get this text republished, get in touch with the author or the editorial committee of the Studia Poinsotiana. Insofar as possible, we will be happy to broker your contact.
Richard's aventures in two entangled wonderlandsRichard Gill
Since the loophole-free Bell experiments of 2020 and the Nobel prizes in physics of 2022, critics of Bell's work have retreated to the fortress of super-determinism. Now, super-determinism is a derogatory word - it just means "determinism". Palmer, Hance and Hossenfelder argue that quantum mechanics and determinism are not incompatible, using a sophisticated mathematical construction based on a subtle thinning of allowed states and measurements in quantum mechanics, such that what is left appears to make Bell's argument fail, without altering the empirical predictions of quantum mechanics. I think however that it is a smoke screen, and the slogan "lost in math" comes to my mind. I will discuss some other recent disproofs of Bell's theorem using the language of causality based on causal graphs. Causal thinking is also central to law and justice. I will mention surprising connections to my work on serial killer nurse cases, in particular the Dutch case of Lucia de Berk and the current UK case of Lucy Letby.
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...Travis Hills MN
Travis Hills of Minnesota developed a method to convert waste into high-value dry fertilizer, significantly enriching soil quality. By providing farmers with a valuable resource derived from waste, Travis Hills helps enhance farm profitability while promoting environmental stewardship. Travis Hills' sustainable practices lead to cost savings and increased revenue for farmers by improving resource efficiency and reducing waste.
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...Ana Luísa Pinho
Functional Magnetic Resonance Imaging (fMRI) provides means to characterize brain activations in response to behavior. However, cognitive neuroscience has been limited to group-level effects referring to the performance of specific tasks. To obtain the functional profile of elementary cognitive mechanisms, the combination of brain responses to many tasks is required. Yet, to date, both structural atlases and parcellation-based activations do not fully account for cognitive function and still present several limitations. Further, they do not adapt overall to individual characteristics. In this talk, I will give an account of deep-behavioral phenotyping strategies, namely data-driven methods in large task-fMRI datasets, to optimize functional brain-data collection and improve inference of effects-of-interest related to mental processes. Key to this approach is the employment of fast multi-functional paradigms rich on features that can be well parametrized and, consequently, facilitate the creation of psycho-physiological constructs to be modelled with imaging data. Particular emphasis will be given to music stimuli when studying high-order cognitive mechanisms, due to their ecological nature and quality to enable complex behavior compounded by discrete entities. I will also discuss how deep-behavioral phenotyping and individualized models applied to neuroimaging data can better account for the subject-specific organization of domain-general cognitive systems in the human brain. Finally, the accumulation of functional brain signatures brings the possibility to clarify relationships among tasks and create a univocal link between brain systems and mental functions through: (1) the development of ontologies proposing an organization of cognitive processes; and (2) brain-network taxonomies describing functional specialization. To this end, tools to improve commensurability in cognitive science are necessary, such as public repositories, ontology-based platforms and automated meta-analysis tools. I will thus discuss some brain-atlasing resources currently under development, and their applicability in cognitive as well as clinical neuroscience.
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Electroporation
1.
2. Electroporation
• Electroporation is a method of transformation via direct gene
transfer.
• In this technique mixture containing cells and DNA is exposed to very
high voltage electrical pulses (4000 – 8000 V/cm) for very brief time
periods (few milliseconds).
• It results in formation of transient pores in the plasma membrane,
thorough which DNA seems to enter inside the cell.
• Electroporation is highly efficient for the introduction of foreign
genes into tissue culture cells, to transform bacteria, yeast, or plant
protoplasts by introducing new coding DNA.
• The process of introducing foreign DNA into eukaryotic cells is
known as transfection.
3. Process of electroporation in plant cell
• Plant cell electroporation generally utilizes the protoplast
because thick plant cell walls restrict macromolecule
movement.
• Electrical pulses are applied to a suspension of protoplasts
with DNA placed between electrodes in an electroporation
cuvette.
• Short high-voltage electrical pulses induce the formation of
transient micropores in cell membranes allowing DNA to
enter the cell and then the nucleus.
4. Contd…
• Electroporation is performed with electroporators, purpose-
built appliances which create an electrostatic field in a cell
solution.
• The cell suspension is pipetted into a glass or plastic cuvette
which has two aluminium electrodes on its sides.
• For bacterial electroporation, typically a suspension of
around 50 microliters is used.
5. This process involves several variables.
i. Field strength
ii. Pulse length
• In general, field strength is the voltage required to
induce membrane breakdown, expressed as kV/cm,
which can be adjusted by varying the voltage applied or
by changing the distance of the gap between electrodes.
• The pulse length in general, is the duration of time the
sample is exposed to the electrical field and is measured
in microsecond to milliseconds.
6. PROCESS
Entry of desired DNA/Gene and Resealing of the pore
It has been suggested that these pre-pores are small (~3 Å).
Once the critical field is achieved there is a rapid localized rearrangement
in lipid morphology. The resulting structure is believed to be a “pre-pore”.
Upon application of this potential the membrane charges like a capacitor
through the migration of ions from the surrounding solution.
Electroporation is a multi-step process with several distinct phases. First,
a short electrical pulse of 3000–4000 V/cm for < 1 ms across the
membrane.
9. • The success of the electroporation depends greatly on the
purity of the plasmid solution, especially on its salt content.
• Solutions with high salt concentrations might cause an
electrical discharge (known as arcing), which often reduces
the viability.
• Cells which are arrested at metaphase stage of cell cycle are
especially suitable for electroporation as these cells have
absence of nuclear envelope and an unusual permeability of
the plasma membrane.
10. • Protoplasts are used for electroporation of plant cells
as thick plant cell walls restrict movement of DNA.
• The electroporation method was originally developed
for protoplasts, but has given equally good results
with cells and even tissues with easy recovery of
regenerated plantlets.
• Immature zygotic embryos and embryogenic calli
have also been used for electroporation to produce
transgenics e.g. transgenic maize.
11. Application
• In the early years, only protoplasts were used for gene
transfer by electroporation. Now a days, intact cells, callus
cultures and immature embryos can be used with suitable
pre- and post-electroporation treatments.
• Electroporation has been successfully used for the production
of transgenic plants of many cereals e.g. rice, wheat, maize.
12. • Electroporation is highly efficient for the
introduction of foreign genes into tissue culture cells
to transform bacteria, yeast, or plant protoplasts by
introducing new coding DNA.
• Transformation of bacteria, yeasts, etc.
• Chemotherapy
• Gene Therapy
• Diagnostics
13. Neomycin phosphotransferase (neo) transferred to immature
zygotic embryo through electroporation for production of
transgenic maize.
15. Electroporation of bacteria
• SEM show Lactobacillus bacteria before and after
exposure to an electric field pulse of 7.5 kV/cm
amplitude and 4 ms duration.
16. Advantages of electroporation
• This technique is simple, convenient and rapid, besides being cost-
effective.
• It is a non-invasive, non-chemical method, and does not alter target cell
structure or function.
• The transformed cells are at the same physiological state after
electroporation.
• This method is fast and easy to perform and unlike other chemical or
biological methods it is relatively non-toxic.
• Efficiency of transformation can be improved by optimising the
electrical field strength.
• The electroporation technique can be applied to a much wider selection
of cell types because it is a physical method.
17. Limitations of electroporation
• Under normal conditions, the amount of DNA delivered
into plant cells is very low.
• Efficiency of electroporation is highly variable depending
on the plant material and the treatment conditions.
• Regeneration of plants is not very easy, particularly when
protoplasts are used.
19. Reference
• Narusaka,Y.,Narusaka,M.,Yamasaki,S. and Iwabuchi,M.(2012) Methods to
Transfer Foreign Genes to Plants ISBN 978-953-51-0181-9.
• Rashid,A.H.A., Lateef,D.D.(2016)Novel Techniques for Gene Delivery into Plants
and Its Applications for Disease Resistance in Crops
• Sukharev, S.I., Klenchin, V.A., Serov, S.M., Chernomordik, L.V. & Chizmadzhev,
Y.A. (1992). Electroporation and electrophoretic DNA transfer into cells. The
effect of DNA interaction with electropores. Biophys. J., 63 (5): 1320-1327.
• Kotnik,T., Wolfgang,F., Martin,S., Meglic,S., Peterka,M. and
Miklavc,D.(2015)Electroporation-based applications in biotechnology
Editor's Notes
The pulse length is related to the size and how long the pores are open during the pulse and can be varied in order to increase efficiency.