Introduction to Next-Generation Sequencing (NGS) TechnologyQIAGEN
The continuous evolution of NGS technology has led to an enormous diversification in NGS applications and dramatically decreased the costs to sequence a complete human genome.
In this presentation, we will discuss the following major topics:
• Basic overview of NGS sequencing technologies
• Next-generation sequencing workflow
• Spectrum of NGS applications
• QIAGEN universal NGS solutions
Deciphering DNA sequences is essential for virtually all branches of biological research. With the
advent of capillary electrophoresis (CE)-based Sanger sequencing, scientists gained the ability to
elucidate genetic information from any given biological system. This technology has become widely
adopted in laboratories around the world, yet has always been hampered by inherent limitations in
throughput, scalability, speed, and resolution that often preclude scientists from obtaining the essential
information they need for their course of study. To overcome these barriers, an entirely new technology
was required—Next-Generation Sequencing (NGS), a fundamentally different approach to sequencing
that triggered numerous ground-breaking discoveries and ignited a revolution in genomic science.
Introduction to Next-Generation Sequencing (NGS) TechnologyQIAGEN
The continuous evolution of NGS technology has led to an enormous diversification in NGS applications and dramatically decreased the costs to sequence a complete human genome.
In this presentation, we will discuss the following major topics:
• Basic overview of NGS sequencing technologies
• Next-generation sequencing workflow
• Spectrum of NGS applications
• QIAGEN universal NGS solutions
Deciphering DNA sequences is essential for virtually all branches of biological research. With the
advent of capillary electrophoresis (CE)-based Sanger sequencing, scientists gained the ability to
elucidate genetic information from any given biological system. This technology has become widely
adopted in laboratories around the world, yet has always been hampered by inherent limitations in
throughput, scalability, speed, and resolution that often preclude scientists from obtaining the essential
information they need for their course of study. To overcome these barriers, an entirely new technology
was required—Next-Generation Sequencing (NGS), a fundamentally different approach to sequencing
that triggered numerous ground-breaking discoveries and ignited a revolution in genomic science.
The chain-termination method developed by Frederick Sanger and coworkers in 1977. This method used fewer toxic chemicals and lower amounts of radioactivity than the Maxam and Gilbert method. Because of its comparative ease, the Sanger method was soon automated and was the method used in the first generation of DNA sequencers.
This presentation is explains about the genome sequencing, its traditional method and modern method. This basically focus on Next Generation Sequencing and its types.
Next Generation Sequencing (NGS) Is A Modern And Cost Effective Sequencing Technology Which Enables Scientists To Sequence Nucleic Acids At Much Faster Rate. In This Presentation, You Will Learn About What is NGS, Idea Behind NGS, Methodology And Protocol, Widely Adapted NGS Protocols, Applications And References For Further Study.
Course: Bioinformatics for Biomedical Research (2014).
Session: 4.1- Introduction to RNA-seq and RNA-seq Data Analysis.
Statistics and Bioinformatisc Unit (UEB) & High Technology Unit (UAT) from Vall d'Hebron Research Institute (www.vhir.org), Barcelona.
The chain-termination method developed by Frederick Sanger and coworkers in 1977. This method used fewer toxic chemicals and lower amounts of radioactivity than the Maxam and Gilbert method. Because of its comparative ease, the Sanger method was soon automated and was the method used in the first generation of DNA sequencers.
This presentation is explains about the genome sequencing, its traditional method and modern method. This basically focus on Next Generation Sequencing and its types.
Next Generation Sequencing (NGS) Is A Modern And Cost Effective Sequencing Technology Which Enables Scientists To Sequence Nucleic Acids At Much Faster Rate. In This Presentation, You Will Learn About What is NGS, Idea Behind NGS, Methodology And Protocol, Widely Adapted NGS Protocols, Applications And References For Further Study.
Course: Bioinformatics for Biomedical Research (2014).
Session: 4.1- Introduction to RNA-seq and RNA-seq Data Analysis.
Statistics and Bioinformatisc Unit (UEB) & High Technology Unit (UAT) from Vall d'Hebron Research Institute (www.vhir.org), Barcelona.
Making powerful science: an introduction to NGS and beyondAdamCribbs1
This slide deck is from the Botnar Research Centre introduction to NGS sequencing workshop 2021- an overview of the theoretical concepts behind sequencing are given
Original Next Gen Seq Methods set of slides prepared for Technorazz Vibes 2016. There is also a shorter version.
This starts with an introduction to qPCR followed by an introduction to Library Complexity. Microarrays are discussed as well along with a very short introduction to FISH. Finally discussion of Next gen seq methods is done where generation of sequencers are discussed and a short discussion of the ILLUMINA protocol. Finally comparison of ILLUMINA amongst other 3rd gen sequencer, description of the standard pipeline and the omics technologies that have risen from this seq data.
Molecular marker technology in studies on plant genetic diversityChanakya P
A molecular marker is a molecule contained within a sample taken from an organism (biological markers) or other matter. It can be used to reveal certain characteristics about the respective source. DNA, for example, is a molecular marker containing information about genetic disorders, genealogy and the evolutionary history of life. Specific regions of the DNA (genetic markers) are used to diagnose the autosomal recessive genetic disorder cystic fibrosis, taxonomic affinity (phylogenetics) and identity (DNA Barcoding). Further, life forms are known to shed unique chemicals, including DNA, into the environment as evidence of their presence in a particular location.Other biological markers, like proteins, are used in diagnostic tests for complex neurodegenerative disorders, such as Alzheimer's disease. Non-biological molecular markers are also used, for example, in environmental studies.
Coronaviruses are a family of viruses that can cause illnesses such as the common cold, severe acute respiratory syndrome (SARS) and Middle East respiratory syndrome (MERS). In 2019, a new coronavirus was identified as the cause of a disease outbreak that originated in China.
The virus is now known as the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The disease it causes is called coronavirus disease 2019 (COVID-19). In March 2020, the World Health Organization (WHO) declared the COVID-19 outbreak a pandemic.
Public health groups, including the U.S. Centers for Disease Control and Prevention (CDC) and WHO, are monitoring the pandemic and posting updates on their websites. These groups have also issued recommendations for preventing and treating the illness.
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
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/
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.
BREEDING METHODS FOR DISEASE RESISTANCE.pptxRASHMI M G
Plant breeding for disease resistance is a strategy to reduce crop losses caused by disease. Plants have an innate immune system that allows them to recognize pathogens and provide resistance. However, breeding for long-lasting resistance often involves combining multiple resistance genes
ESR spectroscopy in liquid food and beverages.pptxPRIYANKA PATEL
With increasing population, people need to rely on packaged food stuffs. Packaging of food materials requires the preservation of food. There are various methods for the treatment of food to preserve them and irradiation treatment of food is one of them. It is the most common and the most harmless method for the food preservation as it does not alter the necessary micronutrients of food materials. Although irradiated food doesn’t cause any harm to the human health but still the quality assessment of food is required to provide consumers with necessary information about the food. ESR spectroscopy is the most sophisticated way to investigate the quality of the food and the free radicals induced during the processing of the food. ESR spin trapping technique is useful for the detection of highly unstable radicals in the food. The antioxidant capability of liquid food and beverages in mainly performed by spin trapping technique.
Professional air quality monitoring systems provide immediate, on-site data for analysis, compliance, and decision-making.
Monitor common gases, weather parameters, particulates.
Seminar of U.V. Spectroscopy by SAMIR PANDASAMIR PANDA
Spectroscopy is a branch of science dealing the study of interaction of electromagnetic radiation with matter.
Ultraviolet-visible spectroscopy refers to absorption spectroscopy or reflect spectroscopy in the UV-VIS spectral region.
Ultraviolet-visible spectroscopy is an analytical method that can measure the amount of light received by the analyte.
What is greenhouse gasses and how many gasses are there to affect the Earth.moosaasad1975
What are greenhouse gasses how they affect the earth and its environment what is the future of the environment and earth how the weather and the climate effects.
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/
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.
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.
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.
2. Introduction to Illumina Sequencing
• Overview of Next-gen sequencing
• Introduction to Illumina sequencing
• Multiplexing
• Sequencing run statistics
3. Next-Gen Sequencing
• Millions of reactions performed in parallel
• Shorter read lengths, higher error rate
• Sample/library prep is required
• Many different approaches
• Illumina sequencing-by-synthesis (Solexa technology)
• Roche 454 pyrosequencing
• AB SOLID color-based sequencing by ligation
• Ion Torrent semiconductor sequencing
• Single-molecule sequencing (PacBio, MinION, etc)
4. Some general terminology
• SR: single-read sequencing, sequence from only one end
• PE: paired-end sequencing, sequence from both ends
• Adapters: DNA added to the ends of DNA/RNA fragments
to be sequenced. The adapters allow the DNA/RNA to
attach to the flowcell
• Index/barcode: used interchangeable to indicate
sequence identifier for multiplexing
• PhiX: commercially available genomic library of PhiX
bacteriophage DNA, commonly spiked into libraries
5. Steps to Illumina sequencing
• Library construction
• Fragment, attach adapter
DNA
• Cluster generation
• Add to flow cell
• Bridge amplification
• Sequencing
• Single base at a time,
imaging
• Data analysis
• Images transformed into
basecalls and ‘reads’
6. Illumina sequencing
• SBS chemistry video
• http://www.illumina.com/technology/next-generation-
sequencing/sequencing-technology.html
9. The importance of cluster density
• Illumina reports “optimal” cluster density for each
platform
• pM amounts of libraries are used for sequencing
• Accurate QC and quantification are essential!
Well-spaced clusters easier to call Densely-packed clusters difficult to call
10. Anatomy of a library
• P5 and P7 ends of adapters bind to flow cell
• DNA insert typically ranges 200-600 bp (<1kb)
• Different methods of indexing
• Inline (part of the insert) – any level of multiplexing
• Single index read (≤96)
• Dual index reads (384+)
5 This content is for research use only, not for diagnostic purposes
The aim of the sample prep step is to obtain nucleic
acid fragments with adapters attached on both ends
Dual Index Library shown
11. Multiplexing – single index read
38 FOR RESEARCH USE ONLY
Read 2 Seq Primer
(HP7)
Read 1 Seq Primer
(HP6)
Index Seq Primer
(HP8)
1
2
3
Multiplex Sequencing Utilizes 3 Sequencing Reads
Paired End
Turnaround
Single Index Sequencing Utilizes 3 Sequencing Reads
Sequencing with Paired Ends
12. Multiplexing – dual index reads
• hf
40 FOR RESEARCH USE ONLY
1 2 3
Paired End
Turnaround
4
Dual Index Sequencing Utilizes 4 Sequencing Reads
Sequencing Paired End Libraries with Dual Index Read
13. Some terminology
• Clusters (raw): number of clusters detected through imaging
• Reads: the number of reads – some people refer to a cluster as a read (a DNA
molecule), others refer to the number of sequences so for PE data this is 2 x DNA
molecules
• % passed-filter (%PF): % of clusters or reads that pass a chastity filter (the useable
clusters)
• %>=Q30: % of bases that have a quality score greater than 30 (e.g. high-quality reads)
• % aligned: percent of PF reads uniquely aligned to PhiX genome (should be close to
the %PhiX spiked in)
• Error rate: calculated error rate based on alignment to PhiX
• Phasing/Prephasing: percentage of molecules in a cluster that fall behind (phasing) or
ahead (prephasing) of the current cycle during sequencing
15. Considerations for your library
• The first 25 bases of a read are used by the
instrument
• Bases 1-4 used to create cluster ‘map’ – high diversity
is critical
• Bases 1-12 used for phasing/prephasing calculations
• Quality scores and alignment to PhiX start at cycle 26
• Phasing/prephasing increases with read length
• Cluster images grow with read length and PE
turnaround
16. Illumina sequencing
• Based on reversible terminator chemistry
• Sequencing by synthesis (SBS)
• All 4 fluorescently labeled bases present
24 FOR RESEARCH USE ONLY
• All 4 labeled nucleotides in 1 reaction
• Higher accuracy
• No problems with homopolymer repeats
• Incorporation
• Detection
• Deblock
• Fluor Removal
Next Cycle
Reversible Terminator Chemistry