Evidence map›Paper›PMID 41279111›Full record

ArticlebioRxiv : the preprint server for biology2025

HXMS: a standardized file format for HX/MS data.

Kyle C Weber, Chenlin Lu, Roberto Vera Alvarez, Bruce D Pascal, Anum Glasgow

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

5 · Who and what money

Authors and funding

5 authors.

Kyle C WeberDepartment of Biochemistry and Molecular Biophysics, Columbia University, New York, NY 10032, USA.ORCID 0000-0002-3379-6303
Chenlin LuDepartment of Biochemistry and Molecular Biophysics, Columbia University, New York, NY 10032, USA.ORCID 0000-0002-5655-2993
Roberto Vera AlvarezOmics Informatics LLC, Honolulu, HI 96813, USA.ORCID 0000-0002-4108-5982
Bruce D PascalOmics Informatics LLC, Honolulu, HI 96813, USA.ORCID 0000-0002-0301-5107
Anum GlasgowDepartment of Biochemistry and Molecular Biophysics, Columbia University, New York, NY 10032, USA.ORCID 0000-0002-0938-881X

Funding

Mapping and rewiring protein allosteryR00GM135529 · NIGMS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI GLASGOW, ANUM AZAM · 2022 to 2024
$747k
Computationally designed, small molecule-responsive cell receptors for treating solid tumorsR21EB035208 · NIBIB · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Anum Azam Glasgow · 2024 to 2026
$640k
Mechanism-informed design of allosteric protein sensorsR35GM157185 · NIGMS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Anum Azam Glasgow · 2025 to 2026
$608k
NIBIB NIH HHS R21 EB035208NIGMS NIH HHS R00 GM135529NIGMS NIH HHS R35 GM157185
6 · The paper itself

Abstract

Motivation: Hydrogen-deuterium exchange/mass spectrometry (HX/MS) is a rapidly expanding technique used to investigate protein conformational ensembles. The growing popularity and utility of HX/MS has driven the development of diverse instrumentation and software, resulting in inconsistent, non-standardized data analysis and representation. Most HX/MS data formats also employ only centroid-level representations of the data rather than full isotopic mass spectra, reducing the information content of the data and limiting downstream quantitative analysis. Results: Inspired by reliable protein structure and genomics data formats, we present HXMS, a unified, lightweight, scalable, and human-readable file format for HX/MS data. The HXMS format preserves the isotopic mass envelopes for all peptides, captures the full experimental time-course including the fully deuterated control samples, and contains all other key information. It supports multimodal distributions, post-translational modifications (PTMs), and experimental replicates. To promote compatibility with existing HX/MS workflows, we also developed PFLink, a Python package that converts exported data files from commonly used HX/MS analysis software packages to the HXMS format. PFLink and the HXMS format will enable more quantitative, higher-resolution data processing, improved data sharing and storage among HX/MS practitioners, future machine learning applications, and further developments in HX/MS analysis. Availability and implementation: PFLink is publicly available to install locally on HuggingFace, alongside documentation, or use online at HuggingFace (https://huggingface.co/spaces/glasgow-lab/PFLink). We also included a generic unfilled PFlink custom CSV file that users may populate with key experimental conditions and results, which can then be read and converted into the HXMS format.

Identifiers

PMID41279111
PMCPMC12632962

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.