Scientific Symbiosis: Bridging Expertise and Fostering Effective Collaborations with Mass Spectrometrists

Mass spectrometry (MS) is increasingly used to answer biological questions, yet effective collaboration between mass spectrometrists and researchers in other fields can be limited by differences in terminology, expectations, and familiarity with analytical workflows. This review provides a practical and accessible guide to incorporating MS into biological and environmental research with an emphasis on improving communication and collaboration. In the review, we walk through the MS workflow including defining the scientific question, selecting an analytical approach, sample collection and preparation, instrumental analysis, data processing, quality assessment, and interpretation. Particular attention is given to concepts that commonly create confusion across fields, including quantitative strategies, analytical controls, sample handling, instrument monitoring, and data reporting expectations. We also discuss the respective roles of both experimentalists and mass spectrometrists throughout the research process and highlight areas where early communication can prevent downstream problems. To support real-world application, the review includes a glossary of commonly used MS terminology and a checklist of key considerations for collaborative studies. Together, these resources are intended to make MS workflows more approachable and to foster the kind of scientific symbiosis between researchers and mass spectrometrists that is needed to generate high-quality, interpretable, and meaningful data.

Authors

Publication Details

Journal
ChemRxiv
Published
2026-11-05
DOI
https://doi.org/10.26434/chemrxiv.15011715/v1
Primary Topic
Mass Spectrometry Techniques and Applications
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
preprint

Scientific Symbiosis: Bridging Expertise and Fostering Effective Collaborations with Mass Spectrometrists

Kara M. Joseph, Erin Shammel Baker
ChemRxiv
Mass Spectrometry Techniques and Applications
preprint

Scientific Symbiosis: Bridging Expertise and Fostering Effective Collaborations with Mass Spectrometrists

Kara M. Joseph, Erin Shammel Baker
preprint en

Abstract

Mass spectrometry (MS) is increasingly used to answer biological questions, yet effective collaboration between mass spectrometrists and researchers in other fields can be limited by differences in terminology, expectations, and familiarity with analytical workflows. This review provides a practical and accessible guide to incorporating MS into biological and environmental research with an emphasis on improving communication and collaboration. In the review, we walk through the MS workflow including defining the scientific question, selecting an analytical approach, sample collection and preparation, instrumental analysis, data processing, quality assessment, and interpretation. Particular attention is given to concepts that commonly create confusion across fields, including quantitative strategies, analytical controls, sample handling, instrument monitoring, and data reporting expectations. We also discuss the respective roles of both experimentalists and mass spectrometrists throughout the research process and highlight areas where early communication can prevent downstream problems. To support real-world application, the review includes a glossary of commonly used MS terminology and a checklist of key considerations for collaborative studies. Together, these resources are intended to make MS workflows more approachable and to foster the kind of scientific symbiosis between researchers and mass spectrometrists that is needed to generate high-quality, interpretable, and meaningful data.

ChemRxiv
Mass Spectrometry Techniques and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon