Evidence map›Paper›PMID 42282597›Full record

ArticlebioRxiv : the preprint server for biology2026

MARBL: A Live-Cell Method for Profiling Bioenergetic Heterogeneity by Noncanonical Methionine Labeling of the Cell Surface Proteome.

Lillian R Delacruz, Ming Ye, Kendra A Libby, Keran Han, Chad J Munger, Yunping Qiu, Irwin J Kurland, Alison E Ringel

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

8 authors.

Lillian R DelacruzMIT Department of Biology, Cambridge, MA, USA 02139.ORCID 0000-0002-0486-3415
Ming YeMIT Department of Biology, Cambridge, MA, USA 02139.ORCID 0000-0001-7680-8450
Kendra A LibbyMIT Department of Biology, Cambridge, MA, USA 02139.ORCID 0000-0003-2050-2940
Keran HanMIT Department of Biology, Cambridge, MA, USA 02139.ORCID 0009-0006-5260-5580
Chad J MungerMIT Department of Biology, Cambridge, MA, USA 02139.ORCID 0000-0003-1906-1164
Yunping QiuAlbert Einstein College of Medicine, Fleischer Institute for Diabetes and Metabolism, Department of Medicine, Division of Endocrinology, Bronx, NY USA 10461.ORCID 0000-0003-1039-5264
Irwin J KurlandAlbert Einstein College of Medicine, Fleischer Institute for Diabetes and Metabolism, Department of Medicine, Division of Endocrinology, Bronx, NY USA 10461.ORCID 0000-0002-9633-1917
Alison E RingelMIT Department of Biology, Cambridge, MA, USA 02139.ORCID 0000-0002-6451-9376

Funding

VIRUS PRODUCTION COREP30CA014051 · NCI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI Jacqueline A. Lees · 1985 to 2026
$93.9M
Stable Isotope and Metabolomics CoreP60DK020541 · NIDDK · YESHIVA UNIVERSITY · PI PESSIN, JEFFREY E. · 1986 to 2014
$29.8M
AB Sciex 6500+ QTRAP with Selexion for ultra-sensitive metabolomics and lipidomicsS10OD021798 · OD · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI KURLAND, IRWIN JACK · 2017 to 2017
$589k
NCI NIH HHS P30 CA014051NIDDK NIH HHS P60 DK020541NIH HHS S10 OD021798
6 · The paper itself

Abstract

Heterogeneity is a hallmark of biological systems, where cell-to-cell variability supports adaptation to changing environments, but also enables maladaptive states such as drug resistance. Many sources of non-genetic variation, particularly bioenergetics and metabolism, remain difficult to measure in living cells and connect to functional outcomes. Here, we introduce MARBL (Methionine Analogues for Ratiometric Bioenergetics in Live cells), a method that encodes translationally-coupled energetic responses to metabolic stress as an internally normalized signal within the surface proteome of living cells. Applying MARBL to primary immune cells reveals that differences in baseline translational activity can underlie apparent metabolic vulnerabilities, underscoring the importance of ratiometric measurements. We demonstrate that MARBL can enrich pathogenic from non-pathogenic TH17 cells based on resilience to bioenergetic stress, which functionally distinguishes cells that produce IFNγ upon restimulation. Overall, MARBL offers a versatile platform to profile metabolic resilience in living cells and link bioenergetic state to cellular function.

Identifiers

PMID42282597
PMCPMC13252201

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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.