ReviewACS omega2026
Understanding Osmolality as a Critical Process Parameter in Mammalian Muscle Cell Culture and Biomanufacturing.
Review in ACS omega, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
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Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Osmolality is a critical yet frequently underrecognized physicochemical parameter in mammalian cell culture systems and remains insufficiently treated as a formal process control variable in bioprocess engineering. To establish its importance comprehensively, this article opens with the physicochemical basis of osmolality and the nonidealities of its calculation and measurement in complex media (including method-dependent differences between freezing point depression and vapor pressure depression), arguing that measurement fidelity is central to its interpretation. It then synthesizes evidence supporting the importance of culture medium osmolality, specifically in mammalian muscle cells and tissues. It emphasizes their narrow operating window and the effects of osmotic excursions within that window on their proliferation, differentiation, and fusion. Building on this biology, the article introduces media composition and "chemical space" as an engineering framework for osmolality control, showing how salts, buffers, amino acids, and macromolecular additives consume a "finite osmotic budget" within this chemical space, thereby constraining serum-free, cost-optimized myogenic formulations. The narrative then moves to the physical, chemical, and material drivers of common osmolality drift, such as CO
Identifiers
What Socratic holds
Registered trials
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 Socratic graph.