Alaka Mullick, Audrey Morasse, Melanie Leclerc, Ziying Liu, Qing Yan Liu, Sonia Leclerc, Milica Momcilovic, Annie Viau, Amine A. Kamen
Adeno-associated virus (AAV) is a promising delivery system for gene therapy. However, current manufacturing of AAV suffers from very low yields compared to other biotherapeutics. The AAV dose per patient ranges between 1011and 1015 viral genomes (vg), requiring an average of 10 to 30 L production/dose. As a consequence, production costs are prohibitive for most indications. Our recent studies revealed that only 10% of the HEK293 cells that have received the AAV encoding DNA produce assembled AAV capsids. This observation prompts the question: Why would cells that have been successfully transfected, be unable to produce AAV. To answer this question, we undertook a detailed study to characterize the two sub-populations from the same transfection, the cells that were making assembled capsids and those that were not. We found that the two populations had distinct cell cycle profiles, with a block in cell cycle progression characterizing the producer population. RNA-seq analysis of the two populations reveals differences in the molecular pathways impacted and provides a basis for making changes to improve productivity.
{"title":"AAV Assembled Capsids Are Produced in Cells Blocked From Cell Cycle Progression","authors":"Alaka Mullick, Audrey Morasse, Melanie Leclerc, Ziying Liu, Qing Yan Liu, Sonia Leclerc, Milica Momcilovic, Annie Viau, Amine A. Kamen","doi":"10.1002/bit.70111","DOIUrl":"10.1002/bit.70111","url":null,"abstract":"<p>Adeno-associated virus (AAV) is a promising delivery system for gene therapy. However, current manufacturing of AAV suffers from very low yields compared to other biotherapeutics. The AAV dose per patient ranges between 10<sup>11</sup>and 10<sup>15</sup> viral genomes (vg), requiring an average of 10 to 30 L production/dose. As a consequence, production costs are prohibitive for most indications. Our recent studies revealed that only 10% of the HEK293 cells that have received the AAV encoding DNA produce assembled AAV capsids. This observation prompts the question: Why would cells that have been successfully transfected, be unable to produce AAV. To answer this question, we undertook a detailed study to characterize the two sub-populations from the same transfection, the cells that were making assembled capsids and those that were not. We found that the two populations had distinct cell cycle profiles, with a block in cell cycle progression characterizing the producer population. RNA-seq analysis of the two populations reveals differences in the molecular pathways impacted and provides a basis for making changes to improve productivity.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"123 2","pages":"273-286"},"PeriodicalIF":3.6,"publicationDate":"2025-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/epdf/10.1002/bit.70111","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145545363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Epithelial tissues actively deform their surrounding extracellular matrix mechanically. Traction forces represent an intrinsic mechanism by which cells actively sense and adapt to their extracellular environment, which has been increasingly recognized to play a crucial role in cancer progression, metastasis, and treatment failure. However, current traction force research has predominantly concentrated at the single-cell level, overlooking the multicellular spatio-temporal dynamics and collective effects inherent in cancer as an integrated multi-cellular system. Herein, the collective-level traction forces of cancer spheroids were mapped using traction force microscopy. Our results revealed an inherent spatial distribution pattern of cancer spheroid traction force at the spheroid–substrate contact plane, with peaks concentrated along the periphery of the contact interface. Besides, the cancer spheroid traction force was regulated by the spheroid size when the spheroid did not undergo dispersion, which was positively correlated with the spheroid dispersion ability. Moreover, there existed an inherent temporal correlation between the spheroid traction force and dispersion. The onset of cancer spheroid dispersion was accompanied with a marked suppression of the traction force dynamics. Furthermore, the traction force of cancer spheroids was validated to hold potential as a biomechanics-related phenotypic readout for anticancer drug testing.
{"title":"Mapping Collective Forces of Lung Cancer Spheroids Using Traction Force Microscopy","authors":"Qing Zhang, Jiaqi Chen, Zhaoxu Zhang, Weili Liu","doi":"10.1002/bit.70106","DOIUrl":"10.1002/bit.70106","url":null,"abstract":"<p>Epithelial tissues actively deform their surrounding extracellular matrix mechanically. Traction forces represent an intrinsic mechanism by which cells actively sense and adapt to their extracellular environment, which has been increasingly recognized to play a crucial role in cancer progression, metastasis, and treatment failure. However, current traction force research has predominantly concentrated at the single-cell level, overlooking the multicellular spatio-temporal dynamics and collective effects inherent in cancer as an integrated multi-cellular system. Herein, the collective-level traction forces of cancer spheroids were mapped using traction force microscopy. Our results revealed an inherent spatial distribution pattern of cancer spheroid traction force at the spheroid–substrate contact plane, with peaks concentrated along the periphery of the contact interface. Besides, the cancer spheroid traction force was regulated by the spheroid size when the spheroid did not undergo dispersion, which was positively correlated with the spheroid dispersion ability. Moreover, there existed an inherent temporal correlation between the spheroid traction force and dispersion. The onset of cancer spheroid dispersion was accompanied with a marked suppression of the traction force dynamics. Furthermore, the traction force of cancer spheroids was validated to hold potential as a biomechanics-related phenotypic readout for anticancer drug testing.</p>","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"123 2","pages":"449-464"},"PeriodicalIF":3.6,"publicationDate":"2025-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/epdf/10.1002/bit.70106","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145531268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Gabrielle Rusch, Mickael Meyer, I. Mohamed Irfan, Carson Huber, Joseph Burclaff, Scott T. Magness, Stefano Menegatti, Michael Daniele
The selective enrichment of cell populations based on surface markers is critical for the advancement of gene and cell therapies. Current antibody‐based cell isolation methods, such as fluorescence‐ and magnetic‐activated cell sorting (FACS and MACS), offer high specificity but are limited by scalability, cost, and potential adverse effects on cellular physiology, including differentiation or apoptosis. In this study, we present an alternative antibody‐free approach for reversible cell isolation using pH‐responsive peptides that target the CD38 surface marker. Through in silico design, we developed affinity peptides with pH Sensitivity (APPS) that selectively bind CD38 at physiological pH and release target cells under mildly basic conditions (pH 8). The peptides were conjugated to amine‐functionalized magnetic beads at controlled surface densities (1.25–40 equivalents) and evaluated for their performance in isolating CD38 + hematopoietic cells from a mixed population of RPMI 8226 (CD38 + ) and K562 (CD38 − ) cells. Compared to antibody‐based MACS, APPS‐functionalized beads achieved superior CD38 + cell purity (> 80% vs. > 50%) while maintaining high cell viability (~90%). The integration of APPS beads into a microfluidic platform enabled pseudo‐continuous cell separation with elution rates exceeding 10 5 cells·mL −1 ·min −1 . These results demonstrate that APPS beads provide a gentle, scalable, and reversible alternative for cell isolation, with significant potential for analytical and preparative applications in cellular therapy manufacturing.
{"title":"Affinity Peptides With pH Sensitivity for the Enrichment of CD38 + Cells","authors":"Gabrielle Rusch, Mickael Meyer, I. Mohamed Irfan, Carson Huber, Joseph Burclaff, Scott T. Magness, Stefano Menegatti, Michael Daniele","doi":"10.1002/bit.70109","DOIUrl":"https://doi.org/10.1002/bit.70109","url":null,"abstract":"The selective enrichment of cell populations based on surface markers is critical for the advancement of gene and cell therapies. Current antibody‐based cell isolation methods, such as fluorescence‐ and magnetic‐activated cell sorting (FACS and MACS), offer high specificity but are limited by scalability, cost, and potential adverse effects on cellular physiology, including differentiation or apoptosis. In this study, we present an alternative antibody‐free approach for reversible cell isolation using pH‐responsive peptides that target the CD38 surface marker. Through in silico design, we developed affinity peptides with pH Sensitivity (APPS) that selectively bind CD38 at physiological pH and release target cells under mildly basic conditions (pH 8). The peptides were conjugated to amine‐functionalized magnetic beads at controlled surface densities (1.25–40 equivalents) and evaluated for their performance in isolating CD38 <jats:sup>+</jats:sup> hematopoietic cells from a mixed population of RPMI 8226 (CD38 <jats:sup>+</jats:sup> ) and K562 (CD38 <jats:sup>−</jats:sup> ) cells. Compared to antibody‐based MACS, APPS‐functionalized beads achieved superior CD38 <jats:sup>+</jats:sup> cell purity (> 80% vs. > 50%) while maintaining high cell viability (~90%). The integration of APPS beads into a microfluidic platform enabled pseudo‐continuous cell separation with elution rates exceeding 10 <jats:sup>5</jats:sup> cells·mL <jats:sup>−1</jats:sup> ·min <jats:sup>−1</jats:sup> . These results demonstrate that APPS beads provide a gentle, scalable, and reversible alternative for cell isolation, with significant potential for analytical and preparative applications in cellular therapy manufacturing.","PeriodicalId":9168,"journal":{"name":"Biotechnology and Bioengineering","volume":"56 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145515660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lindsay E. Pierce, Anna Folley, Liza R. White, Bradan Craig, Dalton Johnstone, Cynthia E. Shelmerdine, Sandro Zier, Maryam El Hajam, Amir Kordijazi, Mehdi Tajvidi, Cailtin Howell