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Biostatistics

Analyzing microbiome data presents unique challenges, and having the right statistical tools and expertise is essential to derive meaningful insights. At Cmbio, our team of bioinformaticians and statisticians specializes in microbiome and multi-omics data analysis, helping you make sense of complex datasets and generate actionable results.

Biostatistics

Analyzing microbiome data presents unique challenges, and having the right statistical tools and expertise is essential to derive meaningful insights. At Cmbio, our team of bioinformaticians and statisticians specializes in microbiome and multi-omics data analysis, helping you make sense of complex datasets and generate actionable results.
 

Expertise in Microbiome and Multi-Omics Data Analysis

Microbiome data is inherently complex, characterized by compositional, zero-inflated data and non-normal distributions. These features require specialized statistical techniques to ensure accurate interpretation. Our team has developed and implemented advanced tools to address these challenges, providing robust and reliable analyses for your studies.
laboratory data on a monitor
 

Microbiologists for Biological Interpretation

Understanding the biological significance of statistical results is crucial for making informed decisions. At Cmbio, we have a team of microbiologists who collaborate closely with our statisticians to provide clear and insightful interpretations of your data, ensuring the findings are biologically relevant and actionable.

A laboratory expert using a pipette to measure drops of activator for sampling
 

Flexible Study Design and Comprehensive Analysis

We offer comprehensive biostatistics services tailored to your study’s design, whether it is longitudinal, requires consideration of confounders, or involves comparisons between study groups. Whether you're correlating microbiome data to clinical metrics, phenotypes, or other health outcomes, we provide the statistical expertise to reveal meaningful associations.
a Cmbio laboratory worker carrying a set of vials with red and purple caps
 

Publication-Ready Figures and Manuscript Support

We not only provide in-depth statistical analysis but also deliver publication-ready figures and method text directly transferable to your manuscripts. If required, our team can assist in the writing, preparation, and proof-reading of manuscripts, ensuring that your study is presented with clarity and precision.

two experts analysing graphs of data related to biostatistics
 

Taxonomy and Functional Potential Analysis

In addition to taxonomic composition analysis, we offer insights into the functional potential of microbial communities, helping you understand how key functions change across conditions. This includes investigating gut metabolic modules, gut-brain modules, antimicrobial resistance (AMR), and metabolomics data. Our multi-omics integration allows for a deeper exploration of the functional implications of microbial shifts.

A laboratory expert using a pipette to measure drops of activator for sampling