Evidence map›Paper›PMID 42616042›Full record

ArticleBioprocess and biosystems engineering2026

Streamlined stable CHO cell line development using droplet microfluidics with image-based monoclonality assessment.

Kumar Vishven Naveen, Akanksha Tyagi, Omnia Mohammed Hamid Ibrahium, Rainer E A W Fischer, Raluca Ostafe

Abstract read
In one paragraph

Article in Bioprocess and biosystems engineering, 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.

Kumar Vishven NaveenPurdue Institute of Inflammation, Immunology and Infectious Disease, Purdue University, West Lafayette, 47907, USA.
Akanksha TyagiPurdue Institute of Inflammation, Immunology and Infectious Disease, Purdue University, West Lafayette, 47907, USA.
Omnia Mohammed Hamid IbrahiumPurdue Institute of Inflammation, Immunology and Infectious Disease, Purdue University, West Lafayette, 47907, USA.
Rainer E A W FischerPurdue Institute of Inflammation, Immunology and Infectious Disease, Purdue University, West Lafayette, 47907, USA.
Raluca OstafePurdue Institute of Inflammation, Immunology and Infectious Disease, Purdue University, West Lafayette, 47907, USA. rostafe@purdue.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Rapid generation of monoclonal CHO cell lines remains a key bottleneck in mammalian cell line development (CLD), often requiring months of iterative screening and cloning. Here, we present an integrated droplet microfluidic workflow for high-throughput screening and isolation of antibody-producing ExpiCHO-S cells using a FRET-based secretion assay. The FRET assay was developed and optimized for picodroplet-based screening by evaluating probe configuration, donor-to-acceptor ratio, antibody concentration range, and signal saturation behavior. The platform enables picodroplet-based detection of secreted antibodies, sequential enrichment of antibody-producing cells, and image-verified single-cell isolation. Application of this approach yielded image-verified monoclonal antibody-producing clones that maintained consistent antibody production during the stability assessment performed in this study, including in the absence of selection pressure. By reducing the early clone-identification phase from DNA transfection to validated 96-well antibody-producing clones to approximately 5 weeks, this workflow addresses key limitations of conventional approaches and provides both a practical FRET assay-development framework and a scalable strategy for streamlining early CLD workflows in biomanufacturing.

Indexed as

Antibodies, MonoclonalAnimalsCHO CellsCricetinaeCricetulusFluorescence Resonance Energy TransferAntibodies, MonoclonalAntibody secretionExpiCHO-SFRET secretion assayHigh-throughput clone screeningPicodroplet screening

Identifiers

PMID42616042
PMCPMC13582368

What OpenQuestion holds

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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.