Applied and Environmental MicrobiologyMicrobiologyPeer-reviewed journal article
Quantitative metagenomics using a portable protocol.
Kaiqin BianiD, Andrea Elisabeth BuschiD, John Norton, Charles B. BottiD, Raúl GonzáleziD, Kyle CurtisiD, Dienye L. TolofariiD, Wendell KhunjariD, Katherine E. GrahamiD, Ameet J. PintoiD
Abstract
A field-deployable DNA sequencing approach for quantitative microbial community profiling can enable rapid responses for a range of applications in the water sector - from process control to wastewater surveillance. Current quantitative approaches have complex instrumentation requirements and long turnaround time for DNA recovery and absolute quantitation. In this study, we report a field-deployable rapid detection and absolute quantitation (rD+rQ) workflow that leverages the real-time sequencing capabilities of Nanopore sequencing for quantitative metagenomics. This workflow integrates a high-molecular-weight DNA recovery protocol for diverse environmental matrices of relevance to the water sector and multiplexed Nanopore sequencing with barcoded spike-in-based calibration (BSINC). BSINC using multi-species genomic spike-in controls exhibits significantly higher calibration accuracy compared to conventional approaches that utilize either single DNA fragment or single organism spike in controls. Dynamic detection and quantitation limits were established based on coverage fraction of sequenced genomes and the coefficient of variation of genome copy numbers across replicates to enhance the accuracy and precision of microbial quantitation. The rD+rQ workflow achieves species-level identification and absolute quantitative results comparable to digital PCR in environmental samples. This portable laboratory and easy-to-use rD+rQ workflow should facilitate rapid decision-making for the water industry.
- Citations
- 4
- FWCI
- 8.21
- Field percentile
- top 2%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Freshwater monitoring by nanopore sequencing
L. Urban, A. Holzer, … M. R. Stammnitz·bioRxiv·Feb 6, 2020
- A portable system for metagenomic analyses using nanopore-based sequencer and laptop computers can realize rapid on-site determination of bacterial compositions
Satomi Mitsuhashi, Kirill A. Kryukov, … Tadashi Imanishi·Scientific ReportsPeer-reviewed·Jul 12, 2017
- A computational strategy for rapid on-site 16S metabarcoding with Oxford Nanopore sequencing
Stefano Maria Marino·bioRxiv·Aug 25, 2020
- Primed and ready: Nanopore metabarcoding can now recover highly accurate consensus barcodes that are generally indel-free
J. J. M. Chang, Y. C. A. Ip, … D. Huang·bioRxiv·Aug 4, 2023
- SituSeq: An offline protocol for rapid and remote Nanopore amplicon sequence analysis
J. Zorz, C. Li, … C. R. Hubert·bioRxiv·Oct 18, 2022
- Dancing the Nanopore limbo - Nanopore metagenomics from small DNA quantities for bacterial genome reconstruction
S. A. Simon, K. Schmidt, … A. J. Probst·bioRxiv·Feb 16, 2023