<sup>18</sup> F-FDG Cell Labeling May Underestimate Transplanted Cell Homing: More Accurate, Efficient, and Stable Cell Labeling with Hexadecyl-4-[ <sup>18</sup> F]Fluorobenzoate for in Vivo Tracking of Transplanted Human Progenitor Cells by Positron Emission Tomography
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Cell therapy is expected to restore perfusion and improve function in the ischemic/infarcted myocardium; however, the biological mechanisms and local effects of transplanted cells remain unclear. To assess cell fate in vivo, hexadecyl-4-[(18)F]fluorobenzoate ((18)F-HFB) cell labeling was evaluated for tracking human circulating progenitor cells (CPCs) with positron emission tomography (PET) and was compared to the commonly used 2-[(18)F]fluoro-2-deoxy-d-glucose ((18)F-FDG) labeling method in a rat myocardial infarction model. CPCs were labeled with 18F-HFB or (18)F-FDG ex vivo under the same conditions. (18)F-HFB cell-labeling efficiency (23.4 ± 7.5%) and stability (4 h, 88.4 ± 6.0%) were superior to (18)F-FDG (7.6 ± 4.1% and 26.6 ± 6.1%, respectively; p < 0.05). Neither labeling approach significantly altered cell viability, phenotype or migration potential up to 24 h postlabeling. Two weeks after left anterior descending coronary artery ligation, rats received echo-guided intramyocardial injection in the infarct border zone with (18)F-HFB-CPCs, (18)F-FDG-CPCs, (18)F-HFB, or (18)F-FDG. Dynamic PET imaging of both (18)F-HFB-CPCs and(18)F-FDG-CPCs demonstrated that only 16-37% of the initial injection dose (ID) was retained in the injection site at 10 min postdelivery, and remaining activity fell significantly over the first 4 h posttransplantation. The (18)F-HFB-CPC signal in the target area at 2 h (23.7 ± 14.7% ID/g) and 4 h (17.6 ± 13.3% ID/g) postinjection was greater than that of (18)F-FDG-CPCs (5.4 ± 2.3% ID/g and 2.6 ± 0.7% ID/g, respectively;p < 0.05). Tissue biodistribution confirmed the higher radioactivity in the border zone of (18)F-HFB-CPC rats. Immunostaining of heart tissue sections revealed no significant difference in cell retention between two labeled cell transplantation groups. Good correlation with biodistribution results was observed in the (18)F-HFB-CPC rats (r = 0.81, p < 0.05). Compared to (18)F-FDG, labeling human CPCs with(18)F-HFB provides a more efficient, stable, and accurate way to quantify the distribution of transplanted cells. (18)F-HFB cell labeling with PET imaging offers a better modality to enhance our understanding of early retention, homing, and engraftment with cardiac cell therapy.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 it