Author
Listed:
- Christopher I Holt
- Julie C Dunning Hotopp
Abstract
Genomics, transcriptomics, and proteomics have significantly advanced our understanding of obligately host-associated microbes, where interrogation of the biology is often limited by the complexity of the biological system and limited tools. This includes the causative agents of many neglected tropical diseases, including filarial nematodes. Therefore, numerous transcriptomics studies have been undertaken on filarial nematodes. Most of these transcriptomics studies focus on Brugia malayi, which causes lymphatic filariasis and is a laboratory model for human filarial disease. Here, we undertook a meta-analysis of the publicly available B. malayi transcriptomics data enabling the direct cross comparison of samples from almost a dozen studies. This reanalysis highlights the consistency of transcriptomics results across many different studies and experimental designs from across the globe for over a decade of research, across many different generations of a sequencing technology, library preparation protocols, and differential expression tools. Males and microfilariae across samples had similar expression profiles. However, female samples were clustered into two differential expression patterns that were significantly different from one another. Largely, we confirm previous results for all studies reanalyzed including tissue-specific gene expression and anti-Wolbachia doxycycline treatment of microfilaria. However, we did not detect previously reported differential expression upon in vitro or in vivo treatment with ivermectin, albendazole, and DEC, instead identifying a consistent lack of transcriptomic change upon exposure to these anthelminthic drugs. Updated annotation has been provided that denotes poorly supported genes including those overlapping rRNAs.Author summary: Numerous previous studies have measured all of the mRNA in Brugia malayi under a variety of conditions. Here, we collectively analyzed all data from those previous studies to gain new insights, which can be facilitated by the additional comparisons of this type of meta-analysis. Importantly, this meta-analysis demonstrates that worms that are shipped to various locations and handled by different laboratories are largely the same. The exception are adult females, where two profiles are apparent that are vastly different, which could lead to differing results in laboratory experiments. We propose that shipping dates and conditions be provided in manuscripts and that a transcriptome profile be collected in future laboratory studies to benchmark worms. In addition, the inclusion of more worm samples reveals that differences between worm shipments and batches is greater than the difference observed upon treatment with anthelminthic agents (ivermectin, albendazole, and DEC) under the conditions examined in the original studies. During this work, we identified some regions of the genome where genes were misidentified that affect RNA-based analysis and provide an updated annotation file to facilitate their removal in future studies.
Suggested Citation
Download full text from publisher
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pntd00:0012511. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
We have no bibliographic references for this item. You can help adding them by using this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosntds (email available below). General contact details of provider: https://journals.plos.org/plosntds/ .
Please note that corrections may take a couple of weeks to filter through
the various RePEc services.