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Ganesan, S. K.

Publications and source records attributed to Ganesan, S. K..

2 recordsLinked to original sources

Stabilising selection and ecological trade-offs underpin coexistence in a tropical flora

Tropical forests harbour the majority of global plant biodiversity1,2, yet the genomic mechanisms governing the assembly and maintenance of these communities remain poorly understood. Here, we assembled draft genomes for 499 angiosperm species from a lowland rainforest in Singapore, representing 67% of its flora, and integrated these with plant traits and comprehensive forest census data. Across the community, most gene families evolve under stabilising selection, with copy numbers maintained near long-term optima that differ among ecological strategies. These niche-associated genomic attractor states provide a mechanism for convergent adaptation and species coexistence. Modelling stabilising selection also identified a strong trade-off between defence and growth, indicating that pathogen pressure constrains developmental diversification. Consistent with this, species-specific genome space was enriched for resistance genes and transposable elements. In contrast, genomic processes structuring present-day plant community composition differ from those driving deep-time convergence. Genomic comparisons across forest types revealed stronger selection on defence-related pathways in old-growth primary forests and on growth-related processes in regenerating secondary forests, while community-level genomic profiles showed expansions in gene families associated with rapid responses to environmental fluctuations. Stabilising selection therefore links population-level adaptation3,4 with long-term species diversification in the tropics. Niche similarity promotes long-term coexistence, whereas local community structure is shaped by more rapid ecological filtering driven by environmental change. Taken together, these two distinct evolutionary layers provide a genomic framework for understanding how hyperdiverse rainforest floras arise and persist.

genomics↗

Evaluating apoptotic gene efficiency for CHO culture performance using targeted integration

Chinese hamster ovary (CHO) cells have long been the favoured platform for producing complex biopharmaceuticals such as monoclonal antibodies (mAbs). Cell death is a critical factor in all CHO cultures, dictating duration until harvest in batch cultures and viable cell density in perfusion. The programmed cell death, or apoptosis, pathway has been widely studied due to its relevance in affecting cell culture performance and the extensive knowledge about its protein-to-protein interaction network. However, clonal variation seen with random integration has confounded results and it remains unclear which effector genes should be overexpressed. Here, we employed the recombinase-mediated cassette exchange (RMCE) strategy to develop isogenic cell lines expressing one copy of erythropoietin, as model protein product, and various anti-apoptotic genes: bcl-2 from CHO and human origin, bcl-xL from CHO and human origin, mcl-1 and bhrf-1. We tested the generated isogenic cell lines in the presence of sodium butyrate, a well-known apoptotic initiator, in batch culture. The most promising candidates were cultured in fed-batch in the microbioreactor ambr(R)15 system. The observed phenotype varied significantly depending on the overexpressed gene, therefore the metabolic differences were further characterized using multiplexed quantitative proteomics. We showed that overexpressing bcl-2 from CHO origin significantly improved productivity and established a methodology to successfully test candidate genes via targeted integration. This will enable future metabolic engineering strategies to be more comparable and overcome the challenges faced thus far.

synthetic biology↗