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Out in NAR: Pushing the limits of HiFi assemblies (OA)

Posted on December 02, 2022

In-depth comparison of PacBio CLR and HiFi assemblies read more

Pushing the limits of HiFi assemblies reveals centromere diversity between two Arabidopsis thaliana genomes

Rabanal et al. (2022) Nucleic Acids Res, published online Dec 1, 2022

Although long-read sequencing can often enable chromosome-level reconstruction of genomes, it is still unclear how one can routinely obtain gapless assemblies. In the model plant Arabidopsis thaliana, other than the reference accession Col-0, all other accessions de novo assembled with long-reads until now have used PacBio continuous long reads (CLR). Although these assemblies sometimes achieved chromosome-arm level contigs, they inevitably broke near the centromeres, excluding megabases of DNA from analysis in pan-genome projects. Since PacBio high-fidelity (HiFi) reads circumvent the high error rate of CLR technologies, albeit at the expense of read length, we compared a CLR assembly of accession Eyach15-2 to HiFi assemblies of the same sample. The use of five different assemblers starting from subsampled data allowed us to evaluate the impact of coverage and read length. We found that centromeres and rDNA clusters are responsible for 71% of contig breaks in the CLR scaffolds, while relatively short stretches of GA/TC repeats are at the core of >85% of the unfilled gaps in our best HiFi assemblies. Since the HiFi technology consistently enabled us to reconstruct gapless centromeres and 5S rDNA clusters, we demonstrate the value of the approach by comparing these previously inaccessible regions of the genome between the Eyach15-2 accession and the reference accession Col-0.

Congratulations, Dr. Alejandra Duque!

Posted on October 04, 2022

Alejandra successfully defended her thesis read more

It is entitled "Characterization of a natural Arabidopsis thaliana - Pseudomonas viridiflava pathosystem"

Congratulations, Alejandra!


Now in Quant. Plant Biol.: New tool for DNA methlyation analysis

Posted on September 26, 2022

Methylscore to ID differentially methylated regions read more

MethylScore, a pipeline for accurate and context-aware identification of differentially methylated regions from population-scale plant whole-genome bisulfite sequencing data

Hüther et al. (2022) Quant. Plant Biol. 3, e9

Whole-genome bisulfite sequencing (WGBS) is the standard method for profiling DNA methylation at single-nucleotide resolution. Different tools have been developed to extract differentially methylated regions (DMRs), often built upon assumptions from mammalian data. Here, we present MethylScore, a pipeline to analyse WGBS data and to account for the substantially more complex and variable nature of plant DNA methylation. MethylScore uses an unsupervised machine learning approach to segment the genome by classification into states of high and low methylation. It processes data from genomic alignments to DMR output and is designed to be usable by novice and expert users alike. We show how MethylScore can identify DMRs from hundreds of samples and how its data-driven approach can stratify associated samples without prior information. We identify DMRs in the A. thaliana 1,001 Genomes dataset to unveil known and unknown genotype–epigenotype associations.

Former postdoc Jiawei Wang wins Xplorer Prize

Posted on September 15, 2022

..which comes with a personal cash award of 3M RMB (~430,000€) read more

Jiawei Wang, a postdoc in the lab from 2005 to 2011 supported by EMBO, is one of this year's Xplorer Prize awardees, recognizing his fundamental contributions to plant developmental biology, including having been a pioneer in scRNA-seq analyses of plants. Congratulations, Jiawei!

Detlef spoke at Kinderuni

Posted on July 01, 2022

Covered in our local newspaper read more

(Translated from German)

Tübingen Children's University

Max Planck researcher Detlef Weigel at the Children's University: Big beak on demand

Max Planck researcher Detlef Weigel talked about dogs, finches and the four letters of life.

By Ulla Steuernagel

Watching evolution at work takes time. At the Tübingen Children's University, it went a little faster. On Tuesday, biology professor Detlef Weigel explained to the young students how biodiversity develops and why a sheepdog is a sheepdog and not a dachshund. About 180 young and old listeners followed the lecture of the renowned and award-winning plant geneticist in the Kupferbau lecture hall.

When most people think of evolution, they think of dinosaurs. After all, they are considered the losers of evolution, having become extinct about 60 million years ago. Or are there still relatives, Weigel asked the children. And they knew that lizards and crocodiles are indeed related to the dinos, and birds even their descendants.

As an evolutionary scientist, you're dealing with very large periods of time and tiny little changes. But sometimes change can happen quickly and be highly visible. Here, "Sam" took the lecture hall stage, a mongrel of Australian shepherd and poodle. This friendly-looking animal with fuzzy fur and floppy ears could no longer be seen that dogs originally descended from wolves. With dogs, breeders mixed and mix, depending on the speed of long legs (sheepdog) or assistance in hunting (dachshund).

However, the development of living creatures usually happens entirely without human intervention. Nature creates the diversity and adapts the species to the environmental conditions. Even Charles Darwin, who was born more than two hundred years ago, observed how the beaks of finches on the Galapagos Islands changed depending on which seeds they had to pick.

However, the research couple Rosemary and Peter Grant found out long after him that large beaks were not advantageous for all times. Beaks evolved according to the weather and the size of the seeds. "Evolution," the professor said, "doesn't just go in one direction." The causes of such changes play out entirely in secret: in the tiny nucleus of each cell. This is where the genetic material, the genes, sit. "Not everything is inherited," Weigel explained. No matter how much the parents go to the gym - the muscles trained here do not transfer to the next generation.

Genes are part of DNA (the deoxyribonucleic acid or English: acid for acid), two spiral-shaped strands. DNA is composed of four elements, each designated by a letter: A, T, G, C. These elements cannot combine at will: G can only combine with C, A can only combine with T, and vice versa. The DNA also does not always remain the same: "Mutations, i.e. changes, occur all the time," says Weigel. If something goes wrong, the body can often repair it itself, but not always. For example, you can get sick from too much exposure to the sun.

Incidentally, the DNA was discovered in Tübingen. Weigel recommended taking a look at Friedrich Miescher's laboratory in the castle. And as far as evolution is concerned, Weigel summarized for the children: It creates changes in genes, it can be fast or slow, it doesn't run in just one direction, and it always takes place.

Wikipedia is often a good source
For his lecture, Detlef Weigel revealed, he had to look up some things, and he did so in a place that tends to be frowned upon in schools: "I find Wikipedia quite a good source," Weigel said. His real area of research is not dogs, but inconspicuous plants. The thale cress (scientific name: Arabidopsis) is very suitable for evolutionary observers; it reproduces quickly and is extremely adaptable, coping with a wide variety of climates in Europe, as well as in Asia, Africa and even Patagonia, just outside the South Pole. It is not obvious that it is also related to wild cabbage, which in turn was once related to wild mustard. But that was a while ago: "Ten million years," said Weigel.

Detlef Weigel with Sam, a family-friendly mix of Australian Shepherd dog and poodle. Picture: Ulrich Metz

Updated bioRxiv: Sphingomonas & Pseudomonas in the phyllosphere

Posted on June 24, 2022

Sphingomonas does well ... but only when plants are alive read more

Contrasting patterns of microbial dominance in the Arabidopsis thaliana phyllosphere

Derek S. Lundberg et al. (2022) bioRxiv 438366

Sphingomonas is one of the most abundant bacterial genera in the phyllosphere of wild Arabidopsis thaliana, but relative to Pseudomonas, the ecology of Sphingomonas and its interaction with plants remains elusive. We analyzed the genomic features of over 400 Sphingomonas isolates collected from local A. thaliana populations, which revealed high intergenomic diversity, in contrast to genetically much more uniform Pseudomonas isolates found in the same host populations. Variation in Sphingomonas plasmid complements and additional genomic features suggest high adaptability of this genus, and the widespread presence of protein secretion systems hints at frequent biotic interactions. While some of the isolates showed plant-protective properties in lab tests, this was a rare trait. To begin to understand the extent of strain sharing across alternate hosts, we employed amplicon sequencing and a novel bulk-culturing metagenomics approach on both A. thaliana and neighboring plants. Our data reveal that Sphingomonas and Pseudomonas both thrive on other diverse plant hosts, but that Sphingomonas is a poor competitor in dying or dead leaves.



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