Chemometric analysis in Raman spectroscopy from experimental design to machine learning–based modeling
S Guo, J Popp, T Bocklitz - Nature protocols, 2021 - nature.com
Raman spectroscopy is increasingly being used in biology, forensics, diagnostics,
pharmaceutics and food science applications. This growth is triggered not only by …
pharmaceutics and food science applications. This growth is triggered not only by …
Systematic multi-omics integration (MOI) approach in plant systems biology
Across all facets of biology, the rapid progress in high-throughput data generation has
enabled us to perform multi-omics systems biology research. Transcriptomics, proteomics …
enabled us to perform multi-omics systems biology research. Transcriptomics, proteomics …
The power of microbiome studies: some considerations on which alpha and beta metrics to use and how to report results
JG Kers, E Saccenti - Frontiers in microbiology, 2022 - frontiersin.org
Background Since sequencing techniques have become less expensive, larger sample
sizes are applicable for microbiota studies. The aim of this study is to show how, and to what …
sizes are applicable for microbiota studies. The aim of this study is to show how, and to what …
So you think you can PLS-DA?
Abstract Background Partial Least-Squares Discriminant Analysis (PLS-DA) is a popular
machine learning tool that is gaining increasing attention as a useful feature selector and …
machine learning tool that is gaining increasing attention as a useful feature selector and …
Integrated omics analysis of specialized metabolism in medicinal plants
Medicinal plants are a rich source of highly diverse specialized metabolites with important
pharmacological properties. Until recently, plant biologists were limited in their ability to …
pharmacological properties. Until recently, plant biologists were limited in their ability to …
Sample size and Shapiro-Wilk test: An analysis for soybean grain yield
RR de Souza, M Toebe, AC Mello… - European Journal of …, 2023 - Elsevier
Ignoring the violation of the error normality assumption is a common mistake that can cause
inconsistencies in the results of the analysis of variance. To avoid this, normality tests such …
inconsistencies in the results of the analysis of variance. To avoid this, normality tests such …
Biomarker development for axial spondyloarthritis
The term axial spondyloarthritis (axSpA) encompasses a heterogeneous group of diseases
that have variable presentations, extra-articular manifestations and clinical outcomes, and …
that have variable presentations, extra-articular manifestations and clinical outcomes, and …
Assessment of premium organic orange juices authenticity using HPLC-HR-MS and HS-SPME-GC-MS combining data fusion and chemometrics
This study aims to develop a robust chemometric approach to make it possible to
authenticate European premium organic orange juices. The metabolomic fingerprinting and …
authenticate European premium organic orange juices. The metabolomic fingerprinting and …
[HTML][HTML] Multi-omics approach in tea polyphenol research regarding tea plant growth, development and tea processing: Current technologies and perspectives
Polyphenols are one of the most important metabolites in tea due to their unique biological
activities and health benefits, arousing great attention of researchers to investigate …
activities and health benefits, arousing great attention of researchers to investigate …
Biosynthetic regulatory network of flavonoid metabolites in stems and leaves of Salvia miltiorrhiza
H Yang, H Li, Q Li - Scientific Reports, 2022 - nature.com
Flavonoid secondary metabolites can treat and prevent many diseases, but systematic
studies on regulation of the biosynthesis of such metabolites in aboveground parts of Salvia …
studies on regulation of the biosynthesis of such metabolites in aboveground parts of Salvia …