Assembling high-quality microbial genomes using only cost-effective Nanopore long-read systems such as Flongle is important to accelerate research on the microbial genome and the most critical point for this is the polishing process. In this study, we performed an evaluation based on BUSCO and Prokka gene prediction in terms of microbial genome assembly for eight state-of-the-art Nanopore polishing tools and combinations available. In the evaluation of individual tools, Homopolish, PEPPER, and Medaka demonstrated better results than others. In combination polishing, the second round Homopolish, and the PEPPER × medaka combination also showed better results than others. However, individual tools and combinations have specific limitations on usage and results. Depending on the target organism and the purpose of the downstream research, it is confirmed that there remain some difficulties in perfectly replacing the hybrid polishing carried out by the addition of a short-read. Nevertheless, through continuous improvement of the protein pores, related base-calling algorithms, and polishing tools based on improved error models, a high-quality microbial genome can be achieved using only Nanopore reads without the production of additional short-read data. The polishing strategy proposed in this study is expected to provide useful information for assembling the microbial genome using only Nanopore reads depending on the target microorganism and the purpose of the research.
Although the effect of case management in this study appeared extremely limited, the short intervention period and characteristics of the medical aid beneficiaries and the limit of controlling only the demand side were discussed as factors to be considered. Nurses have been carrying out professional roles in case management in Korea. However more efforts are needed to develop case management as an area for nursing specialization.
The findings highlight the complexity and ambiguity of the issues faced by case managers. Successful management of Medical Aid resources requires the orchestrated efforts and collaboration of multiple stakeholders. More systematized support and resources for nurse case managers are essential to fully implement this nursing innovation in Korea.
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