Evidence map›Paper›PMID 41105214›Full record

ArticleJournal of proteome research2025

Multiplexed Nanoparticle Protein Corona Enables Accurate and Precise Deep Plasma Proteomics.

Ting Huang, Jian Wang, Alexey Stukalov, Simion Kreimer, Xiaoyan Zhao, Lee S Cantrell, Xiaoyuan Zhou, Adam Brewer, Giang Ho, Fredric Murolo and 11 more

Abstract read
In one paragraph

Article in Journal of proteome research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
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

21 authors.

Ting HuangSeer, Inc, Redwood City, California 94065, United States.ORCID 0000-0003-1041-2167
Jian WangSeer, Inc, Redwood City, California 94065, United States.
Alexey StukalovSeer, Inc, Redwood City, California 94065, United States.
Simion KreimerAdvanced Clinical Biosystems Research Institute, Sand Barbra Streisand Women's Heart Center at the Smidt Heart Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd, Los Angeles,, California 90048, United States.ORCID 0000-0001-6627-3771
Xiaoyan ZhaoSeer, Inc, Redwood City, California 94065, United States.
Lee S CantrellSeer, Inc, Redwood City, California 94065, United States.
Xiaoyuan ZhouSeer, Inc, Redwood City, California 94065, United States.
Adam BrewerSeer, Inc, Redwood City, California 94065, United States.
Giang HoSeer, Inc, Redwood City, California 94065, United States.
Fredric MuroloSeer, Inc, Redwood City, California 94065, United States.
Kevin QuachSeer, Inc, Redwood City, California 94065, United States.
Mike FigaSeer, Inc, Redwood City, California 94065, United States.
Seth JustSeer, Inc, Redwood City, California 94065, United States.
Gabriel CastroSeer, Inc, Redwood City, California 94065, United States.
Eltaher ElgierariSeer, Inc, Redwood City, California 94065, United States.
Ryan W BenzSeer, Inc, Redwood City, California 94065, United States.ORCID 0000-0002-8924-6116
Khatereh MotamedchabokiSeer, Inc, Redwood City, California 94065, United States.
Serafim BatzoglouSeer, Inc, Redwood City, California 94065, United States.
Omid C FarokhzadSeer, Inc, Redwood City, California 94065, United States.
Jennifer E Van EykAdvanced Clinical Biosystems Research Institute, Sand Barbra Streisand Women's Heart Center at the Smidt Heart Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd, Los Angeles,, California 90048, United States.ORCID 0000-0001-9050-148X
Asim SiddiquiSeer, Inc, Redwood City, California 94065, United States.ORCID 0000-0002-0359-2334

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Proteograph Product Suite, a multiplexed nanoparticle (NP) protein corona-based workflow, substantially improves the depth of detection of proteins by mass spectrometry (MS) by compressing the dynamic range of protein abundances. Here, we evaluate its quantitative performance and suitability for large-scale studies. Using multispecies spike-in experiments, we assessed fold change accuracy, linearity, precision, and the lower limit of quantification (LLOQ) across multiple MS platforms. Combined with the Orbitrap Astral MS, the Proteograph XT assay enabled identification of more than 7,000 plasma proteins. In mixed-species dilution experiments, fold change accuracy was preserved, with Proteograph quantifying 3.5 times more proteins than the Neat plasma workflow at the same fold change error threshold. Similar accuracy was observed with the Orbitrap Exploris 480 MS, and we also demonstrate that different proteome backgrounds do not impact the accuracy. Data produced with NPs from the four distinct NP batches (each supporting >100,000 assays) showed only a 4% increase in protein intensity CV across batches. Together, these results demonstrate that the Proteograph Product Suite provides depth as well as quantitative accuracy and precision to power new biomarker discovery and biological understanding in population-scale plasma proteomics cohorts.

Indexed as

Blood ProteinsNanoparticlesProtein CoronaProteomeProteomicsHumansMass SpectrometryBlood ProteinsProtein CoronaProteomeLC-MSnanoparticleplasma proteomicsprecisionprotein coronaProteograph Product Suitequantification accuracy

Identifiers

PMID41105214
PMCPMC12604036

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.