Evidence map›Paper›PMID 39824982›Full record

ArticlePharmaceutical research2025

Rapid Development of High Concentration Protein Formulation Driven by High-Throughput Technologies.

Lun Xin, Monika Prorok, Zhe Zhang, Guilherme Barboza, Rahul More, Michael Bonfiglio, Lv Cheng, Kevin Robbie, Steven Ren, Yunsong Li

Abstract read
PubMed Publisher
In one paragraph

Article in Pharmaceutical research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

10 authors.

Lun XinBioDev Department WuXi Biologics USA, 1 Cedarbrook Dr, Cranbury, NJ, 08512, USA.
Monika ProrokBioDev Department WuXi Biologics USA, 1 Cedarbrook Dr, Cranbury, NJ, 08512, USA.
Zhe ZhangBioDev Department WuXi Biologics USA, 1 Cedarbrook Dr, Cranbury, NJ, 08512, USA.
Guilherme BarbozaBioDev Department WuXi Biologics USA, 1 Cedarbrook Dr, Cranbury, NJ, 08512, USA.
Rahul MoreBioDev Department WuXi Biologics USA, 1 Cedarbrook Dr, Cranbury, NJ, 08512, USA.
Michael BonfiglioBioDev Department WuXi Biologics USA, 1 Cedarbrook Dr, Cranbury, NJ, 08512, USA.
Lv ChengBioDev Department WuXi Biologics USA, 1 Cedarbrook Dr, Cranbury, NJ, 08512, USA.
Kevin RobbieBioDev Department WuXi Biologics USA, 1 Cedarbrook Dr, Cranbury, NJ, 08512, USA.
Steven RenCMC Management, WuXi Biologics, Cranbury, NJ, USA.
Yunsong LiBioDev Department WuXi Biologics USA, 1 Cedarbrook Dr, Cranbury, NJ, 08512, USA. Yunsong.li@WuXibiologics.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHigh concentration protein formulation (HCPF) development needs to balance protein stability attributes such as conformational/colloidal stability, chemical stability, and solution properties such as viscosity and osmolality. METHODOLOGY: A three-phase design is established in this work. In Phase 1, conformational and colloidal stability are measured by 384-well-based high-throughput (HT) biophysical screening while viscosity reduction screening is performed with HT viscosity screening. Collectively, the biophysical and viscosity screening data are leveraged to design the phase 2 of short-term stability study, executed using 96-well plates under thermal and freeze/thaw stresses. In phase 2, samples are analyzed by stability-indicating assays and processed with pair-wise Student's t-test analyses to choose the final formulations. In phase 3, the final formulations are then confirmed through a one-month accelerated stability in glass vials.

resultsUsing a model antibody A (mAb-A), the initial HT screening successfully established the 384-well based platform. A lead formulation was chosen from the second round based on statistical analyses and subsequently tested against the commercial formulation of mAb-A as a control. Compared to the control, the lead formulation reduced the viscosity of mAb-A by 30% and decreased subvisible particles after thermal stress by 80%.

conclusionsHT biophysical screening in 384-well plates was demonstrated to effectively guide the rational design of a high-throughput stability screening study using 96-well plates. This platform enables the identification of a high concentration formulation within seven weeks within the first two phases of study that strategically balance stability with solution properties, thus achieving a rapid development of HCPF.

Indexed as

Antibodies, MonoclonalHigh-Throughput Screening AssaysChemistry, PharmaceuticalDrug CompoundingDrug StabilityProtein StabilityViscosityAntibodies, Monoclonal384-well based biophysical screeningchip-based tangential flow filtration (µTFF)high concentration protein formulation (HCPF)statistical analysesviscosity

Identifiers

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.