学部生によるバイオインフォマティクス研究が論文に(Undergraduate Bioinformatics Class Produces Published Research)

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2025-10-13 ジョージア工科大学(Georgia Tech)

Web要約 の発言:
ジョージア工科大学の学部生20名が、バイオインフォマティクス実習(BIOS 4590)で得た研究成果を『ACS Chemical Biology』誌に発表した。学生たちはキーウェスト沖の海洋サンプルから得たMicrobulbifer属細菌42株のゲノムを解析し、銅結合性RiPP生合成遺伝子クラスターを特定。海洋微生物の創薬ポテンシャルを示した。授業はアガルワル准教授のNSF助成研究の一環で、学生が新規データを使って実践的研究と解析技術を学ぶ形式。学部教育における研究体験の新モデルとして注目されている。

<関連情報>

海洋微小球菌における高度に保存された銅結合RiPP生合成遺伝子クラスターの系統ゲノム同定 Phylogenomic Identification of a Highly Conserved Copper-Binding RiPP Biosynthetic Gene Cluster in Marine Microbulbifer Bacteria

Yifan Tang,Weimao Zhong,Longping Fu,Emmanuel Asante,Anastasiia Kostenko,F. N. U. Vidya,Paige Mandelare-Ruiz,Tamilore T. Adeogun,Gabriel P. Anderson,Benjamin E. Edmonds,Oscar Fang,Michelle Han,Alia S. Hollingsworth,Amna R. Ingham,Carlyn R. Kirby,Alice Landrum,Connor R. Mack,Nikki S. Nobari,Emma J. Oswald,Cecilia L. Polevoy,Yasmin Sharifian,Timothy J. So,Joelee R. Stokes,Reniya S. Thompson,Rishabh Vuthamaraju,Elaine C. Wang,William H. Yang,Alison E. Onstine,Valerie J. Paul,Ronghu Wu,Allegra T. Aron,and Vinayak Agarwal
ASC Chemical Biology  Published: September 19, 2025
DOI:https://doi.org/10.1021/acschembio.5c00507

Abstract

学部生によるバイオインフォマティクス研究が論文に(Undergraduate Bioinformatics Class Produces Published Research)

Conserved biosynthetic gene clusters (BGCs) are often tied to the production of natural products that perform critical functions in an organism’s physiology and ecological interactions. Here, by phylogenetic analysis across the bacterial genus, we report the obligate conservation of a BGC in genomes of cosmopolitan marine Microbulbifer bacteria. This genus is a common member of marine microbiomes, and this BGC was conserved in Microbulbifer genomes regardless of phylogenetic or geographical dispersal. The post-translationally modified peptidic product encoded by this BGC─which was accessed via heterologous production and its structure elucidated using a combination of mass spectrometry and NMR spectroscopy─was found to be a copper chelator. Similar BGCs were then found in genomes of other marine bacterial genera coinhabiting the microbiomes of sponges and corals. The phylogenomic workflows described herein were implemented in a pedagogic setting at the Georgia Institute of Technology to provide hands-on instruction to undergraduate students in bacterial phylogeny, genome mining, and natural product chemistry.

 

大規模培養と質量分析に基づくメタボロミクスによって明らかになった、共生細菌と海綿動物ホロバイオント間の限定的なメタボロミクス重複:ジョージア工科大学の学部生実験教育的取り組み Limited Metabolomic Overlap between Commensal Bacteria and Marine Sponge Holobionts Revealed by Large Scale Culturing and Mass Spectrometry-Based Metabolomics: An Undergraduate Laboratory Pedagogical Effort at Georgia Tech

Jessica M. Deutsch,Madison O. Green,Priyanka Akavaram,Ashleigh C. Davis,Sarth S. Diskalkar,Isabelle A. Du Plessis,Hannah A. Fallon,Emma M. Grason,Emma G. Kauf,Zoe M. Kim,Jeffrey R. Miller II,Abby L. Neal,Tatiana Riera,Sofie-Ellen Stroeva,Jollin Tran,Vivi Tran,Azucena Velgara Coronado,Vanessa Velgara Coronado,Benjamin T. Wall,Chung mo Yang,…
Marine Drugs  Published: 14 January 2023
DOI:https://doi.org/10.3390/md21010053

Abstract

Sponges are the richest source of bioactive organic small molecules, referred to as natural products, in the marine environment. It is well established that laboratory culturing-resistant symbiotic bacteria residing within the eukaryotic sponge host matrix often synthesize the natural products that are detected in the sponge tissue extracts. However, the contributions of the culturing-amenable commensal bacteria that are also associated with the sponge host to the overall metabolome of the sponge holobiont are not well defined. In this study, we cultured a large library of bacteria from three marine sponges commonly found in the Florida Keys. Metabolomes of isolated bacterial strains and that of the sponge holobiont were compared using mass spectrometry to reveal minimal metabolomic overlap between commensal bacteria and the sponge hosts. We also find that the phylogenetic overlap between cultured commensal bacteria and that of the sponge microbiome is minimal. Despite these observations, the commensal bacteria were found to be a rich resource for novel natural product discovery. Mass spectrometry-based metabolomics provided structural insights into these cryptic natural products. Pedagogic innovation in the form of laboratory curricula development is described which provided undergraduate students with hands-on instruction in microbiology and natural product discovery using metabolomic data mining strategies.

細胞遺伝子工学
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