High-content analysis of 3D chondrogenic pellets derived from primary cells In vitro

Voga, Lucija (author), Burnik, Tilen (author), Kandušer, Maša (author), Jeras, Matjaž (author), Zupan, Janja (author), Trojner-Bregar, Andreja (author)

Background: Primary cells derived from connective tissues contain mesenchymal stem/stromal cell (MSC)-like progenitors with chondrogenic potential relevant for cartilage repair. However, donor- and tissue-specific variability and the lack of robust, high-content analytical methods limit their translational use. Objectives: This study aimed to develop and optimize a high-content imaging workflow for quantitative evaluation of chondrogenesis in three-dimensional (3D) pellets derived from primary cells. Methods: Primary human cells isolated from cartilage were chondrogenically differentiated in vitro. A systematic optimization of immunofluorescence staining parameters was performed, including staining platform, enzymatic matrix digestion, non-specific site blocking, membrane permeabilization, and nuclear counterstaining. Type II collagen was detected using an Alexa Fluor 488-conjugated antibody, and pellets were analyzed using high-content non-confocal imaging. Fluorescence intensities were adjusted to the pellet area to account for size-dependent effects. Results: Staining directly in imaging plates enabled streamlined high-content analysis. Controlled pepsin-mediated matrix digestion markedly enhanced antibody penetration, while excessive digestion compromised pellet integrity. Extended bovine serum albumin blocking improved type II collagen signal intensity and homogeneity. Triton X-100 permeabilization increased detection sensitivity but occasionally induced structural disruption in weakly organized control pellets. The optimized protocol enabled clear discrimination between chondrogenic pellets and controls, with approximately threefold higher type II collagen signal in chondrogenic samples. Conclusions: This study establishes a high-content imaging-based workflow for quantitative assessment of 3D chondrogenesis from primary cells. The approach provides a rapid, scalable platform with direct relevance for in vitro screening, potency testing, and quality control in cartilage-oriented advanced therapy development.

• Language: English
• Keywords: 3D chondrogenesis, high-content analysis, immunofluorescence, pellets, primary MSCs, type II collagen
• Work type: Article
• Typology: 1.01 - Original Scientific Article
• Organization: FFA - Faculty of Pharmacy; FKKT - Faculty of Chemistry and Chemical Technology; MF - Faculty of Medicine
• Publication status: Published
• Publication version: Version of Record
• Year: 2026
• Number of pages: 22 str.
• Numbering: Vol. 14, iss. 7, art. 1496
• PID: 20.500.12556/RUL-186567
• UDC: 602.9
• ISSN on article: 2227-9059
• DOI: 10.3390/biomedicines14071496
• COBISS.SI-ID: 289574403
• Publication date in RUL: 03.09.2026

Record is a part of a journal

• Title: Biomedicines
• Shortened title: Biomedicines
• Publisher: MDPI
• ISSN: 2227-9059
• COBISS.SI-ID: 523006745

Licences

• License: CC BY 4.0, Creative Commons Attribution 4.0 International
• Link: http://creativecommons.org/licenses/by/4.0/
• Description: This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

Secondary language

• Language: Slovenian
• Keywords: 3D hondrogeneza, analiza visoke vsebnosti, imunofluorescenca, pelete, primarne mezenhimske matične celice, kolagen tipa II, mezenhimske matične celice