Brandon Seah
Environmental Microbiology • Genomics • Biodiversity
ORCiD | Google Scholar | PubMed | GitHub | Wikidata
My research interests lie in protists (microbial eukaryotes), microbial symbiosis, and in applying bioinformatics to tackle problems in genomics, phylogenetics, and organismal biology.
I have previously worked as a staff scientist in the Thünen Institute for Biodiversity in Braunschweig, Germany; as a postdoc in the lab of Estienne Swart at the Max Planck Institute for Biology in Tübingen, Germany; and as a doctoral student in the team of Harald Gruber-Vodicka, under the Symbiosis Department headed by Prof Nicole Dubilier at the Max Planck Institute for Marine Microbiology in Bremen, Germany.
Highlights
- Evolution of complex traits need not be a one-way street.
- Developmental genome editing is a process that was formerly thought to be defining trait of the ciliates. We discovered ciliates that do not have genome editing, despite retaining other elements of their complex life cycles. (Seah et al,, 2024)
- Organisms with “stop-less” genetic codes are not rare.
- Some organisms use unusual genetic codes where the stop codons can function also as coding, depending on context, but they were formerly thought to be rare exceptions. We found that a diverse, successful group of marine ciliates all use such codes. (Seah, Singh and Swart, 2022)
- Nutritional symbioses are possible even without autotrophy.
- Many eukaryotes carry bacterial symbionts that fix CO2 autotrophically into biomass, which the hosts then consume as food. We found a symbiosis where the bacteria don't have autotrophic CO2 fixation pathways, but instead appear to grow by "upcycling" fermentation waste products. (Seah et al., 2019)
Projects
Ciliate Genomics
Ciliates are microbial eukaryotes (protists). As their name suggests, they
are covered in cilia, but what actually makes them unique is the intricate
genomic ballet they perform during their sexual life cycle. Each cell has two
types of nuclei: germline micronuclei (MIC) which are like inactive “backup
copies” of the genome, and somatic macronuclei (MAC), “working copies” where
gene expression typically occurs. MICs participate in meiosis and sexual
recombination, and some of the resulting daughter nuclei differentiate into
MACs. This process involves eliminating thousands of interspersed segments from
the genome called internally eliminated sequences (IESs), as well as chromosome
fragmentation, rearrangement, and copy number amplification. The genome content
of a MAC is hence a subset of what is found in the MIC.
[More ...]
This picture of the ciliate genome shaped by developmental genome editing is based on a handful of model species. To better understand how this complex pathway has evolved and where IESs come from, my research looks at the germline genomes of less well studied ciliates.
The most surprising finding to emerge so far is that some ciliates have apparently lost genome editing. The ciliate Loxodes magnus has separate MIC and MAC that are different in morphology and chromatin organization, but they have more or less the same genome content. Unlike all other ciliates, there is no trace of IESs in their germline (Seah et al., 2024). If it is indeed possible to do without the costly exercise of genome editing, why do other ciliates retain it? We think that our results support the theory that genome editing is not a form of genome “defense”, as some characterize, but is instead held in place by a ratchet-like evolutionary mechanism.
In another ciliate which does have IESs, Blepharisma stoltei, we have previously documented how a substantial portion of its IESs are derived from the proliferation of a mobile element from a family called MITEs (Miniature Inverted-repeat Transposable Elements) (Seah et al., 2023).
Another research theme is ambiguous genetic codes with context-dependent stop/sense codons, where a stop codon can either terminate translation or encode an amino acid. We showed that they are not isolated or rare phenomena, but that such a code is used by a group of ciliates comprising over a hundred described species, the karyorelicts (Seah, Singh, and Swart, 2022).
Biodiversity informatics
One persistent challenge when working with biodiversity is harmonizing taxon
identifiers. Biologists traditionally use scientific names such as “Homo
sapiens”, using the Linnaean system first established in the 18th century.
However, taxonomists struggle to keep pace with describing the vastness of
natural biodiversity. Errors and inconsistencies build up when names are used
and transmitted through publications and databases. An apparently simple matter
such as looking up a sequence record by taxon name can require specialist
knowledge and curation to ensure that the intended taxon is retrieved.
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In my work, I took a systematic look at how errors creep in during taxon name matching between different databases. Beyond just data curation, I advocate for the use of the open knowledge graph Wikidata as a platform to crowdsource the linking of identifiers between various biodiversity databases, to avoid duplicated effort and also feed back into improving upstream databases (Seah, 2023).
Knowledge graphs like Wikidata distill information into a structured form, requiring an explicit data model of the entities and relationships represented in them. This makes them suitable for specific domains where queries should yield precise and verifiable answers. I built the Protist-Prokaryote Symbiosis Database to show how symbiotic interactions between microorganisms can be modeled as a knowledge graph interlinked with other open data sets.
Bioinformatics Tools
I am enthusiastic about open source software and have developed a number of software tools.
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- BleTIES, a Python package for targeted reassembly of germline-limited sequences in ciliates from long-read sequencing data (Seah & Swart, 2021)
- mass2adduct, an R package for analyzing matrix adducts in mass spectrometry imaging data (Janda et al., 2021)
- phyloFlash, a Perl pipeline to rapidly screen Illumina data for their SSU rRNA-based taxonomic composition (Gruber-Vodicka, Seah, & Pruesse, 2020)
- gbtools, an R package for exploring metagenomic assemblies (Seah & Gruber-Vodicka, 2015)
Past Projects
Kentrophoros and its Bacterial Symbionts
The unusual ciliate Kentrophoros carries ectosymbiotic bacteria, and
these ciliates are found in marine sediment (muds, fine sand) of coastal areas
around the world. The bacterial symbionts are attached to the ciliate’s
surface, and use chemical energy from the environment (e.g. from oxidation of
sulfide) to build up biomass, a process known as chemosynthesis. The ciliates
then harvest them for food, and so the symbionts have been called a “microbial
kitchen garden”.
[More...]
My research showed that the symbionts are a distinct lineage of Gammaproteobacteria, which we called “Candidatus Kentron”, that are uniquely associated with these Kentrophoros ciliates (Seah et al. 2017). However, unlike all other chemosynthetic symbioses known to date, these symbionts do not encode metabolic pathways for autotrophic CO2 fixation (Seah et al. 2019). Instead of being a “garden” for their hosts, they are assimilating organic molecules from the environment like acetate and propionate, “upcycling” these low-value waste products of fermentation into high-value biomass that their hosts then consume.
This makes it an exception to the usual textbook explanations of such symbioses as autotrophic CO2-fixing factories. Instead, alternative carbon sources and metabolic flexibility in storing and mobilizing resources are important for Kentrophoros, and other symbiotic systems too (Jäckle et al. 2019).
Publications and Data
Links to associated data or software are provided for publications where I was the first or corresponding author; first-author publication titles in bold. Preprints are open-access but not peer-reviewed. Click on triangles to unfold details and links to supplements.
open-access | preprint | * joint authorship | + corresponding
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ISWI1 complex proteins facilitate developmental genome editing in Paramecium
Singh A, Häußermann L, Emmerich C, Nischwitz E, Seah BKB, Butter F, Nowacki M, Swart EC.
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Nuclear dualism without extensive DNA elimination in the ciliate Loxodes magnus
Seah BKB, Singh A, Vetter DE, Emmerich C, Peters M, Soltys V, Huettel B, Swart EC.
Proceedings of the National Academy of Sciences, USA, 121 (39), e2400503121 (2024)
doi: 10.1073/pnas.2400503121 | pmid: 39298487 | pmc: PMC11441545 | preprint- Loxodes magnus nuclear gDNA sequencing, ENA PRJEB55123
- Loxodes striatus nuclear gDNA sequencing, ENA PRJEB55752
- Loxodes magnus RNAseq, ENA PRJEB55324
- Loxodes magnus nucleosomal DNA sequencing, ENA PRJEB55146
- FACS run data from Loxodes magnus nuclei separation for genome sequencing, Edmond doi:10.17617/3.4THBHC
- FACS run data from Loxodes striatus nuclei separation for genome sequencing, Edmond doi:10.17617/3.IUFX39
- FACS run data from Loxodes magnus nuclei separation for nucleosomal sequencing, Edmond doi:10.17617/3.Y18RPV
- FACS run data from Loxodes magnus nuclei separation for Western blots, Edmond doi:10.17617/3.3TQWJX
- FACS run data from Loxodes striatus nuclei separation for Western blots, Edmond doi:10.17617/3.GZNWOJ
- Western blots of Loxodes ciliate nuclei for histones and histone modifications, Edmond doi:10.17617/3.0DVGMU
- Immunofluorescence of Loxodes ciliate nuclei for histones, histone marks and 6mA, Edmond doi:10.17617/3.VWAUYE
- Loxodes magnus indel polymorphisms and variant calling, Edmond doi:10.17617/3.NEV8C1
- Loxodes magnus genome assemblies and annotations, Edmond doi:10.17617/3.9QTROS
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PPSDB : A Linked Open Data knowledge base for protist-prokaryote symbiotic interactions
Seah BKB.
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How did UGA codon translation as tryptophan evolve in certain ciliates? A critique of Kachale et al. 2023 Nature
Swart EC, Emmerich C, Seah BKB, Singh M, Shulgina Y, Singh A.
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Paying it forward: Crowdsourcing the harmonisation and linking of taxon names and biodiversity identifiers
Seah BKB.
Biodiversity Data Journal, 11, e114076 (2023)
doi: 10.3897/BDJ.11.e114076 | pmid: 38312332 | pmc: PMC10838036 | preprint.- Code repository taxo-harmo. Zenodo doi: 10.5281/zenodo.10074668
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When cleaning facilitates cluttering – genome editing in ciliates
Seah BKB, Swart EC.
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MITE infestation accommodated by genome editing in the germline genome of the ciliate Blepharisma
Seah BKB, Singh M, Emmerich C, Singh A, Woehle C, Huettel B, Byerly A, Stover NA, Sugiura M, Harumoto T, Swart EC.
Proceedings of the National Academy of Sciences, USA, 120 (4) e2213985120 (2023)
doi: 10.1073/pnas.2213985120 | pmid: 36669106 | pmc: PMC9942856 | preprint- MIC genome data, ENA, PRJEB46944
- Small RNA sequencing, ENA, PRJEB47200
- IES predictions, EDMOND, doi: 10.17617/3.83
- Repeat family annotations, EDMOND, doi: 10.17617/3.82
- Alignment of Tc1/Mariner transposase domains, EDMOND, doi: 10.17617/3.JLWBFM
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Origins of genome-editing excisases as illuminated by the somatic genome of the ciliate Blepharisma
Singh M, Seah BKB, Emmerich C, Singh A, Woehle C, Huettel B, Byerly A, Stover NA, Sugiura M, Harumoto T, Swart EC.
Proceedings of the National Academy of Sciences, USA, 120 (4), e2213887120 (2023)
doi: 10.1073/pnas.2213887120 | pmid: 36669098 | pmc: PMC9942806 | preprint -
Improved methods for bulk cultivation and fixation of Loxodes ciliates for fluorescence microscopy
Seah BKB+, Emmerich C, Singh A, Swart EC.
Protist, 173 (5), 125905 (2022)
doi: 10.1016/j.protis.2022.125905 | pmid: 36027633 | preprint- Soil extract medium data, EDMOND, doi: 10.17617/3.4ZQNBK
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Karyorelict ciliates use an ambiguous genetic code with context-dependent stop/sense codons.
Seah BKB+, Singh A, Swart EC.
Peer Community Journal, 2, e42 (2022)
doi: 10.24072/pcjournal.141 | preprint- Peer reviews, PCI Genomics, doi: 10.24072/pci.genomics.100019
- Comparative dataset accessions, EDMOND, doi: 10.17617/3.XWMBKT
- 18S rRNA phylogeny, EDMOND, doi: 10.17617/3.QLWR38
- Transcriptome data, ENA, PRJEB50648
- Workflow karyocode-workflow. Zenodo doi: 10.5281/zenodo.6647650
- Workflow karyocode-analysis-porc. Zenodo doi: 10.5281/zenodo.6647652
- Workflow karyocode-analysis-busco. Zenodo doi: 10.5281/zenodo.6647679
- Software PORC. Zenodo doi: 10.5281/zenodo.6784075
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BleTIES: Annotation of natural genome editing in ciliates using long read sequencing.
Seah BKB+, Swart EC.
Bioinformatics, 37 (21), 3929-3931 (2021)
doi: 10.1093/bioinformatics/btab613 | pmid: 34487139 | preprint- Software BleTIES. Zenodo doi: 10.5281/zenodo.4723565
- Benchmarking tests (GitHub): bleties-test-ptet, bleties-test-tthe
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Determination of abundant metabolite matrix adducts illuminates the dark metabolome of MALDI-mass spectrometry imaging datasets.
Janda M*, Seah BKB*, Jakob D, Beckmann J, Geier B, Liebeke M.
Analytical Chemistry, 93 (24), 8399–8407 (2021)
doi: 10.1021/acs.analchem.0c04720 | pmid: 34097397 | pmc: PMC8223199- Software mass2adduct. Zenodo doi: 10.5281/zenodo.1405088
- Data supplement, Zenodo: 10.5281/zenodo.3363065
- Mass spectrometry imaging data: Metabolights MTBLS954
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Desulfovibrio diazotrophica sp. nov., a sulphate reducing bacterium from the human gut capable of nitrogen fixation.
Sayavedra L, Li TQ, Batista MB, Seah BKB, Booth C, Zhai QX, Chen W, Narbad A.
Environmental Microbiology, 23 (6), 3164-3181 (2021)
doi: 10.1111/1462-2920.15538 | preprint | author correction -
phyloFlash: Rapid SSU rRNA profiling and targeted assembly from metagenomes.
Gruber-Vodicka HR *, Seah BKB *, Pruesse E.
mSystems 5, e00920-20. (2020)
doi: 10.1128/mSystems.00920-20 | pmid: 33109753 | pmc: PMC7593591 | preprint- Software phyloFlash. Zenodo doi: 10.5281/zenodo.1327399
- Data supplements, Zenodo: 10.5281/zenodo.1464894, 10.5281/zenodo.3909395, 10.5281/zenodo.3909401, 10.5281/zenodo.3909387, 10.5281/zenodo.3909378, 10.5281/zenodo.3909384
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Kentrophoros magnus sp. nov. (Ciliophora, Karyorelictea), a new flagship species of marine interstitial ciliates.
Seah BKB+, Volland JM, Leisch N, Schwaha T, Dubilier N, Gruber-Vodicka HR.
bioRxiv. (2020, preprint)
doi: 10.1101/2020.03.19.998534 -
Kentrophoros Field Manual
Seah BKB.
Technical report (not peer-reviewed). Zenodo. (2020)
doi: 10.5281/zenodo.3928556 -
Sulfur-oxidizing symbionts without canonical genes for autotrophic CO2 fixation.
Seah BKB+, Antony CP, Huettel B, Zarzycki J, Schada von Borzyskowski L, Erb TJ, Kouris A, Kleiner M, Liebeke M, Dubilier N, Gruber-Vodicka HR.
mBio 10, e01112-19 (2019)
doi: 10.1128/mBio.01112-19 | pmid: 3123938 | pmc: PMC6593406 | preprint- Supplementary information. Zenodo doi: 10.5281/zenodo.2555833
- Metagenome data. ENA, PRJEB25374
- Metatranscriptome data. ENA, PRJEB25540
- Metaproteome data. PRIDE, PXD011616
- Genome annotations. JGI GOLD Gs0114545
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Chemosynthetic symbiont with a drastically reduced genome serves as primary energy storage in the marine flatworm Paracatenula.
Jäckle O, Seah BKB, Tietjen M, Leisch N, Liebeke M, Kleiner M, Berg JS, Gruber-Vodicka HR.
Proceedings of the National Academy of Sciences, USA, 116 (17), 8505-8514 (2019)
doi: 10.1073/pnas.1818995116 | pmid: 30962361 | pmc: PMC6486704 -
The bacterial ectosymbionts of the ciliate Kentrophoros.
Seah BKB
Doctoral dissertation, Universität Bremen (2017)
url: http://nbn-resolving.de/urn:nbn:de:gbv:46-00106172-12 -
Specificity in diversity: single origin of a widespread ciliate-bacteria symbiosis.
Seah BKB+, Schwaha T, Volland JM, Huettel B, Dubilier N, Gruber-Vodicka H.
Proceedings of the Royal Society B 284 (1858), 20170764. (2017)
doi: 10.1098/rspb.2017.0764 | pmid: 28701560 | pmc: PMC5524500- 3D imaging. Dryad, doi: 10.5061/dryad.nc5dp
- Phylogenetic trees. TreeBASE, accession S19762
- SSU rRNA sequences. ENA, LT621756 to LT621967 and LT621968 to LT622020
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Chemosynthetic sulphur-oxidizing symbionts of marine invertebrate animals are capable of nitrogen fixation.
Petersen JM, Kemper A, Gruber-Vodicka H, Cardini U, van der Geest M, Kleiner M, Bulgheresi S, Mußmann M, Herbold C, Seah BKB, Antony CP, Liu D, Belitz A, Weber M.
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High rates of microbial dinitrogen fixation and sulfate reduction associated with the Mediterranean seagrass Posidonia oceanica.
Lehnen N, Marchant H, Schwedt A, Milucka J, Lott C, Weber M, Dekaezemacker J, Seah BKB, Hach PF, Mohr W, Kuypers MMM.
Systematic and Applied Microbiology 39 (7), 476-483. (2016)
doi: 10.1016/j.syapm.2016.08.004 -
gbtools: Interactive visualization of metagenome bins in R.
Seah BKB, Gruber-Vodicka HR.
Frontiers in Microbiology 6, 01451. (2015)
doi: 10.3389/fmicb.2015.01451 | pmid: 26732662 | pmc: PMC4683177- Software genome-bin-tools. Zenodo, doi: 10.5281/zenodo.593084
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Two new moss species, Trichosteleum fleischeri and Splachnobryum temasekensis, from Singapore.
Tan BC, Ho BC, Seah BKB.
Journal of the Hattori Botanical Laboratory 96, 223-230. (2004)
doi: 10.18968/jhbl.96.0_223
Teaching and Outreach
- Course materials for a three-day introductory workshop on Perl programming, originally prepared with my colleagues Lizbeth Sayavedra and Juliane Wippler.
- gbtlite – Browser-based visualization for metagenomics, developed as a teaching tool to accompany lectures on metagenomics delivered by my colleague Harald Gruber-Vodicka in the MarMic MSc course in marine microbiology.
- Protists in Singapore – Illustrated guide to microscopic life in the city – The first web guide to eukaryotic microbes in Singapore, produced in 2011 with support from friends at the Freshwater and Invasion Biology Lab at the National University of Singapore.
- Vimeo account – Where I post occasional videos of microorganisms that I encounter during my research.
- Illustrations of symbiotic marine fauna, free for reuse under Creative Commons CC BY-SA 4.0 license: Astomonema, Bathymodiolus, Kentrophoros (1), Kentrophoros (2), Lucinidae, Olavius, Paracatenula, Riftia pachyptila Seagrass, Stilbonematinae, Trichoplax