PS16.5: hSC-islets maintain their viability and function when shipped using gas-permeable silicone rubber membrane vessels.
Bibliographic record
Abstract
Introduction: Human stem cell-derived islets (hSC-islets), offer a potentially unlimited supply of insulin-producing cells for large scale implementation of ß-cell replacement therapy. A key logistical consideration for deploying hSC-islets in a large number of geographically distant clinical or research settings is the ability to ship these cells from specialized manufacturing facilities while maintaining their viability and function. Convenient and frequently used shipment methods, such as oxygen-impermeable conical tubes, have shown to significantly compromise cell quality especially when shipped at ambient temperature. In this study, we demonstrate that hSC-islets can be shipped at room temperature using gas-permeable silicone rubber membrane vessels with high functionality and viability measured upon receipt. Methods: hSC-islet aggregates were differentiated in Dr. Nostro’s lab (Toronto, Canada) and shipped to Tucson, Arizona, USA (n=5 independent shipments) using silicone rubber membrane vessels (G-Rex®, Wilson Wolf). Vessels were placed in boxes within a Styrofoam cooler along with phase change materials. Upon receipt, hSC-islets were assessed for function by dynamic perifusion (Biorep Perifusion System), viability by membrane integrity staining (fluorescein diacetate/ propidium iodide: FDA/PI), and metabolic activity (oxygen consumption rate normalized to DNA content: OCR/DNA). Results: hSC-islets shipped internationally using silicone rubber membrane vessels arrived as intact aggregates and were viable, metabolically active, and highly functional. Membrane integrity assay showed high viability (94.6 ± 1.3%), and OCR/DNA values (175.7 ± 15.4) were higher to those of human islets isolated at the University of Arizona (n=25, 136.5 ± 5.5) [Figure 1]. Glucose-stimulated dynamic perifusion demonstrated a robust biphasic insulin secretion that was suppressed under low-glucose conditions, with a stimulation index comparable to that of human islets [Figure 2]. hSC-islets also responded to cAMP amplification (exendin-4) with significantly enhanced insulin secretion compared to glucose stimulation alone. Conclusion: These findings demonstrate that hSC-islets can be shipped internationally using silicone rubber membrane vessels while retaining high viability and functionality. This supports the potential use of hSC-islets as a promising alternative to human islets as well as the benefits of using gas-permeable vessels. Future work will include performing the same panel of assessments pre-shipment to enable direct comparisons as well as transplantation into diabetic rodents to demonstrate in vivo functionality.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".