Evidence map›Paper›PMID 41742430›Full record

ArticleJournal of separation science2026

Modification of a Low-Cost Pipetting Robot for Nanoliter Liquid Handling and Autosampling for Liquid Chromatography-Mass Spectrometry.

Nathaniel B Axtell, Kei G I Webber, Thy Truong, Hsien-Jung L Lin, Andrew Sandberg, Spencer Martin, Xiaofeng Xie, Siqi Huang, Chao Wang, Ryan T Kelly

Abstract read
In one paragraph

Article in Journal of separation science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Nathaniel B AxtellDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, Utah, USA.
Kei G I WebberDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, Utah, USA.
Thy TruongMicrOmics Technologies, LLC, Spanish Fork, Utah, USA.
Hsien-Jung L LinDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, Utah, USA.
Andrew SandbergDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, Utah, USA.
Spencer MartinDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, Utah, USA.
Xiaofeng XieMicrOmics Technologies, LLC, Spanish Fork, Utah, USA.
Siqi HuangDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, Utah, USA.
Chao WangDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, Utah, USA.
Ryan T KellyDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, Utah, USA.

Funding

Mayo Clinic Center for Clinical ProteomicsU01CA271410 · NCI · MAYO CLINIC ROCHESTER · PI Rafael Fonseca, AKHILESH PANDEY · 2022 to 2026
$5.3M
Advanced Sample Preparation, Separation and Multiplexed Analysis for In-Depth Proteome Profiling of >1000 Single Cells Per DayR01CA279074 · NCI · BRIGHAM YOUNG UNIVERSITY · PI KELLY, RYAN T · 2023 to 2025
$1.6M
Mass Spectrometry-Based Biochemical Analysis of Single Cells Beyond the Global ProteomeR35GM153179 · NIGMS · BRIGHAM YOUNG UNIVERSITY · PI Ryan T Kelly · 2024 to 2026
$1.2M
National Institute of General Medical Sciences of the National Institutes of Health R35GM153179NCI NIH HHS R01 CA279074NCI NIH HHS U01 CA271410NIGMS NIH HHS R35 GM153179NIH NCI R01CA279074NIH NCI U01CA271410
6 · The paper itself

Abstract

Automated liquid handling can achieve higher precision for low-volume dispensing than hand-held pipetting while increasing sample processing throughput and avoiding human error. Current commercial liquid-handling platforms range in cost from tens to hundreds of thousands of dollars, which can be prohibitive for smaller research groups. Home-built systems offer customized functionality but require significant technical knowledge and specialized parts. We reduced the burden of developing homebuilt systems by adapting the hardware and software of a low-cost open-source platform, the Opentrons OT-2. The modifications extend accurate pipetting for the OT-2 to the low nanoliter range, enabling sensitive sample preparation. We then augmented the capabilities of this platform by incorporating control of two-position valves and selector valves for autosampling applications. Our modified system is flexible and can be readily configured to meet the needs of novel LC applications. We demonstrated the system for both sub-microliter sample preparation and autosampling for nano-LC-MS applications. The software developed to control the modified system can be adapted to other custom liquid handling and separations platforms.

Indexed as

autosamplerlab automationLC‐MSnano‐LCsingle‐cell proteomics

Identifiers

PMID41742430
PMCPMC13118588

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.