Evidence map›Paper›PMID 42126207›Full record

ArticleAnalytical chemistry2026

Evaluating Antibody Quality via Simultaneous Size and Charge Measurement with Single Protein Oscillators.

Rui Jia, Ryan M Porter, Rohit Singh Dangi, James Graham, Karina Bora, Hemanth Kaligotla, Sydney Kwan, Xinyu Zhou, Jiapei Jiang, Yang Xu and 3 more

Abstract read
In one paragraph

Article in Analytical chemistry, 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

13 authors.

Rui JiaBiodesign Center for Biosensors and Bioelectronics, Arizona State University, Tempe, Arizona 85287, United States.
Ryan M PorterBiodesign Center for Biosensors and Bioelectronics, Arizona State University, Tempe, Arizona 85287, United States.
Rohit Singh DangiLonza Biologics plc, 228 Bath Road, Slough SL1 4DX, United Kingdom.
James GrahamLonza Biologics plc, 228 Bath Road, Slough SL1 4DX, United Kingdom.
Karina BoraLonza Biologics plc, 228 Bath Road, Slough SL1 4DX, United Kingdom.
Hemanth KaligotlaLonza Biologics plc, 228 Bath Road, Slough SL1 4DX, United Kingdom.
Sydney KwanSchool of Biological and Health Systems Engineering, Arizona State University, Tempe, Arizona 85287, United States.
Xinyu ZhouBiodesign Center for Biosensors and Bioelectronics, Arizona State University, Tempe, Arizona 85287, United States.ORCID 0000-0003-1399-828X
Jiapei JiangBiodesign Center for Biosensors and Bioelectronics, Arizona State University, Tempe, Arizona 85287, United States.
Yang XuBiodesign Center for Biosensors and Bioelectronics, Arizona State University, Tempe, Arizona 85287, United States.
Andy ChiengBiodesign Center for Biosensors and Bioelectronics, Arizona State University, Tempe, Arizona 85287, United States.
Zijian WanBiodesign Center for Biosensors and Bioelectronics, Arizona State University, Tempe, Arizona 85287, United States.ORCID 0000-0001-7923-6451
Shaopeng WangBiodesign Center for Biosensors and Bioelectronics, Arizona State University, Tempe, Arizona 85287, United States.ORCID 0000-0002-2680-0503

Funding

Optical imaging of size, charge, mobility and binding of single proteinsR01GM140193 · NIGMS · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI WANG, SHAOPENG · 2022 to 2025
$1.2M
NIGMS NIH HHS R01 GM140193
6 · The paper itself

Abstract

Detecting and characterizing aggregation of therapeutic monoclonal antibodies is critical for quality assessment, as aggregation can reduce therapeutic effectiveness and increase immunogenicity. Established methods characterize aggregation by size, providing only ensemble-averaged measurements and lacking single-molecule resolution. Here, we demonstrate the application of a label-free single protein oscillator method to simultaneously measure the size and charge of therapeutic monoclonal antibodies, including adalimumab, bevacizumab, and panitumumab, and differentiate different aggregation levels of UV-stressed adalimumab. We tethered single proteins to a sensor surface via a flexible polymer, drove them into oscillation by an alternating electric field, and imaged the process through near-field optical imaging. The results align with those from size exclusion high-performance liquid chromatography (SEC-HPLC) and imaged capillary isoelectric focusing (icIEF) methods, which are commonly employed during biopharmaceutical development. Our approach detects a broader range of molecular sizes beyond the upper limits of SEC-HPLC. Additionally, simultaneously measuring size and charge at single protein resolution enables two-dimensional mapping of the charge/size distribution of aggregates. Our results reveal heterogeneous charge distribution among adalimumab aggregates with similar size, indicating structural changes in monomers and conformers that are not readily accessible by existing methods. The method offers an integrated approach for evaluating the size and charge characteristics of therapeutic antibodies at single-molecule resolution, further supporting therapeutic optimization.

Indexed as

AdalimumabAntibodies, MonoclonalBevacizumabPanitumumabChromatography, GelChromatography, High Pressure LiquidParticle SizeProtein AggregatesAdalimumabAntibodies, MonoclonalBevacizumabPanitumumabProtein Aggregates

Identifiers

PMID42126207
PMCPMC13217364

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.