Evidence map›Paper›PMID 41513884›Full record

ArticleThe AAPS journal2026

Multiplexed Immunophenotyping for Innate Activation Assessment Detects Single-Cell Responses to Immunomodulatory Nucleic Acid Impurities in Therapeutics.

Joseph A Balsamo, Mirian Mendoza, Logan Kelly-Baker, Seth G Thacker, Daniela Verthelyi

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Article in The AAPS journal, 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

5 authors.

Joseph A BalsamoOffice of Pharmaceutical Quality Research, Division IV, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, 20993, USA.ORCID 0000-0003-3646-9364
Mirian MendozaOffice of Pharmaceutical Quality Research, Division IV, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, 20993, USA.ORCID 0009-0002-3680-1232
Logan Kelly-BakerOffice of Pharmaceutical Quality Research, Division IV, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, 20993, USA.ORCID 0000-0003-4411-2058
Seth G ThackerOffice of Pharmaceutical Quality Research, Division IV, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, 20993, USA.ORCID 0000-0001-9944-8937
Daniela VerthelyiOffice of Pharmaceutical Quality Research, Division IV, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, 20993, USA. daniela.verthelyi@fda.hhs.gov.ORCID 0000-0002-5450-3071

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Innate immune response modulating impurities (IIRMI) with adjuvant potential have emerged as important factors in the immunogenicity risk assessment of protein, peptide, and oligonucleotide therapeutics, particularly for follow-on products where minimal or no clinical studies are available. To assess the impact of differences in impurities on specific cell types, we developed a new IIRMI assay termed multiplexed immunophenotyping for innate activation assessment (MIIAA) that employs spectral flow cytometry to capture single-cell responses to drug products and potential impurities. This technique introduces a new live fluorescent cell barcoding platform that enables sample multiplexing for homogeneous staining with a single fluorescent antibody cocktail composed of identity and activation markers that are acquired simultaneously with a five laser Cytek Aurora. Samples are digitally reassigned to their original testing conditions by positive and negative gating of barcode dyes. Cellular subsets are identified by dimensionality reduction of surface markers with UMAP then gated using cell-specific markers. Here we use trace levels of TLR3, 7/8 and 9 agonists (Poly(I:C), R848, and CpG ODN) to characterize specific responses in B cells, monocytes, cDC and pDC. Importantly, MIIAA captures single-cell responses to nucleic acid impurities in the presence of therapeutic oligonucleotides or monoclonal antibodies with high sensitivity. Taken together, MIIAA offers a powerful immunophenotyping tool to characterize single-cell responses to drug products and potential immunomodulatory impurities that may find utility in drug pipelines to characterize the impact of therapeutics on specific immune cells and to interrogate immunogenic or immunomodulatory risk in comparisons between reference and follow-on products.

Indexed as

Drug ContaminationImmunity, InnateImmunophenotypingNucleic AcidsSingle-Cell AnalysisB-LymphocytesFlow CytometryHumansMonocytesNucleic Acidsin vitro assayRisk assessmentSingle-cell barcodingSpectral flow cytometry

Identifiers

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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.