Optimizing methods and dodging pitfalls in microbiome research

D Kim, CE Hofstaedter, C Zhao, L Mattei, C Tanes… - Microbiome, 2017 - Springer
… suggestions for optimizing experimental design and avoiding known pitfalls, organized in
the typical order in which studies are carried out. We first review best practices in experimental …

Issues and current standards of controls in microbiome research

BVH Hornung, RD Zwittink… - FEMS microbiology …, 2019 - academic.oup.com
… Ideally, positive controls in microbiome research aid in correct data processing and the
parameters can be optimized with working positive controls. A frequently considered parameter is …

Identifying and overcoming threats to reproducibility, replicability, robustness, and generalizability in microbiome research

PD Schloss - MBio, 2018 - Am Soc Microbiol
… the researchers’ results. Although I will primarily focus on examples from microbiome research,
… of microbiology, as all scientists struggle to ensure the reproducibility of their research. …

[HTML][HTML] Optimization of fecal sample processing for microbiome study—The journey from bathroom to bench

WK Wu, CC Chen, S Panyod, RA Chen, MS Wu… - Journal of the Formosan …, 2019 - Elsevier
… Here we reviewed existing methodology studies and present suggestions for optimizing
research … in this exciting field to advance their studies while avoiding experimental artifacts. …

[HTML][HTML] Interrogating the microbiome: experimental and computational considerations in support of study reproducibility

C Poussin, N Sierro, S Boué, J Battey, E Scotti… - Drug discovery today, 2018 - Elsevier
pitfalls, analysis of the microbiome has not yet reached a maturity level enabling a consensus
in the scientific community regarding methods … , and optimizing methods and standards for …

Proteomics and the microbiome: pitfalls and potential

H Lin, QY He, L Shi, M Sleeman… - Expert review of …, 2019 - Taylor & Francis
… assays are optimized and validated … studies addressing the human microbiome have
undoubtedly been facilitated by advances in sequence-based methods, in some cases avoiding the …

Challenges and opportunities in sharing microbiome data and analyses

C Huttenhower, RD Finn, AC McHardy - Nature Microbiology, 2023 - nature.com
… , and avoiding the computational expense of repeatedly re-analysing raw data using different
… To this end, awareness of pitfalls in performing and interpreting such analyses is required. …

Best practices for microbiome study design in companion animal research

JK Jarett, DD Kingsbury, KE Dahlhausen… - Frontiers in Veterinary …, 2021 - frontiersin.org
… (A,B) Illustrate optimal crossover and parallel study design, highlighting that entry screening
… In this section, we outline the benefits and drawbacks of both options to help researchers

Field and laboratory guidelines for reliable bioinformatic and statistical analysis of bacterial shotgun metagenomic data

O Aizpurua, RR Dunn, LH Hansen… - Critical Reviews in …, 2024 - Taylor & Francis
… who incorporated microbiome analyses in their studies [… exposure can be mitigated by
avoiding the external layers and … extraction methods can degrade an originally optimal sample (…

Over-optimism in unsupervised microbiome analysis: Insights from network learning and clustering

T Ullmann, S Peschel, P Finger, CL Müller… - PLoS computational …, 2023 - journals.plos.org
… analysis strategies and pick the “optimal result” for each task. … “best” method in this way, by
validating the optimized results on … the necessity of avoiding questionable research practices. …