Muammar, Arief and Retnaningrum, Endah and Daryono, Budi Setiadi and Prijambada, Irfan Dwidya and Yashima, Yuki and Peterbauer, Clemens (2026) A fast workflow to explore active enzymes from environmental samples through functional metagenomics. Applied Microbiology and Biotechnology, 110 (1). pp. 1-13. ISSN 01757598
jurnal_2174824_e218a08e5ec64c09653f4a441905ce1a.pdf - Published Version
Restricted to Registered users only
Download (2MB) | Request a copy
Abstract
Abstract: Functional metagenomics has emerged as an effective tool for discovering novel enzymes directly from environmental samples, overcoming the limitations of traditional culture-based methods. In this study, we used a functional metagenomic approach on stool samples from Axis kuhlii, an endemic deer species from Indonesia, to identify active cellulases. We created an efficient workflow for expression of metagenomic sequences directly in Komagatella phaffii by combining metagenomic sequencing to investigate enzyme diversity, multiplex PCR to build a genes library, and rolling circle amplification (RCA) to streamline the cloning process, eliminating the need for intermediate Escherichia coli transformation and propagation steps. Furthermore, a semi-high-throughput screening method was used to evaluate multiple samples at once, allowing for the rapid identification of active enzymes. Using this approach, we discovered five endoglucanases and three β-glucosidases with confirmed enzyme activity. This study shows that functional metagenomics can bridge the gap between computational predictions and experimental validation, providing a reliable platform for enzyme discovery and characterization from complex environmental microbiomes. Key points: ⢠We established K. phaffii expression of metagenomic sequences via multiplex PCR and RCA. ⢠This approach links metagenomic and activity screening to enable enzyme discovery. ⢠Eight active cellulases were obtained from environmental samples through this approach. © The Author(s) 2026.
| Item Type: | Article |
|---|---|
| Additional Information: | Cited by: 0; All Open Access; Gold Open Access; Green Open Access |
| Uncontrolled Keywords: | Animals; Cellulases; Feces; Gene Library; Indonesia; Metagenome; Metagenomics; Multiplex Polymerase Chain Reaction; Workflow; Indonesia; Clone cells; Enzyme activity; Gene expression; Molecular biology; beta glucosidase; cellulase; environmental DNA; glucan synthase; cellulase; Cellulase; Effective tool; Environmental sample; Functional metagenomic; Functionals; Metagenomics; Multiplex PCR; Novel enzymes; Rolling circle amplifications; Work-flows; biotransformation; concentration (composition); enzyme activity; genomics; microbial activity; polymerase chain reaction; Article; Axis kuhlii; controlled study; deer; enzyme activity; enzyme analysis; Escherichia coli; feces; gene amplification; gene expression system; gene sequence; high throughput screening; Indonesia; KEGG; Komagatella phaffii; metagenome; metagenomics; microbiome; molecular cloning; multiplex polymerase chain reaction; nonhuman; polyacrylamide gel electrophoresis; prediction; protein expression; reliability; rolling circle amplification; Sanger sequencing; validation study; Western blotting; yeast; animal; gene library; genetics; metabolism; microbiology; multiplex polymerase chain reaction; procedures; workflow; Escherichia coli |
| Subjects: | Biology |
| Divisions: | Faculty of Biology > Doctoral Program in Biology |
| Depositing User: | Rusna Nur Aini Aini |
| Date Deposited: | 17 Sep 2026 03:17 |
| Last Modified: | 17 Sep 2026 03:17 |
| URI: | https://ir.lib.ugm.ac.id/id/eprint/28134 |
