2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI) | May 12, 2025 | Volume: No volume available | Issue: No issue available | Pages: 1-5
2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI) | May 12, 2025 | Volume: No volume available | Issue: No issue available | Pages: 1-5
2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) | April 8, 2025 | Volume: No volume available | Issue: No issue available | Pages: 4016-4025
2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) | March 17, 2025 | Volume: No volume available | Issue: No issue available | Pages: 1-8
Abstract Purpose The thyroid-stimulating hormone receptor (TSHR) is a cell-surface receptor predominantly expressed on benign and malignant thyroid cells, making it a viable target for developing radiotheranostics for metastatic thyroid cancer imaging and therapy. This study reports the radiosynthesis and preclinical evaluation of a 64Cu-labelled human antibody for positron emission tomography (PET) imaging of TSHR expression in thyroid cancer mouse models. Methods Human anti-TSHR recombinant antibody K1-70™ (TSHR-Ab) was conjugated with a bifunctional chelator, 2-S-(4-isothiocyanatobenzyl)-1,4,7-triazacyclononane-1,4,7-triacetic acid (p-SCN-Bn-NOTA), and then labelled with [64Cu]Cu2+, yielding radiotracer [64Cu]Cu-NOTA-TSHR-Ab. The specificity and binding affinity of the radiotracer to TSHR-positive (THJ529TTSHR(+)) or wild-type (THJ529TWT) cells were assessed in vitro. A series of immnuoPET imaging with [64Cu]Cu-NOTA-TSHR-Ab were conducted in mice bearing dual-flank tumors (THJ529TWT on the left and THJ529TTSHR(+) on the right) at multiple time points (1, 2, 4, 18, 24, and 48 h) post-injection (p.i.). Radiotracer co-injection studies with varying doses of unlabelled (cold) TSHR-Ab (100, 50, 25, 0 µg) were studied to assess its effect on radiotracer uptake in tumors and off-target organs. Biodistribution and immunohistochemistry (IHC) were performed to verify the immnuoPET imaging results. Results [64Cu]Cu-NOTA-TSHR-Ab was synthesised with a radiochemical yield of 46.89 ± 3.74%, radiochemical purity of 98.77 ± 0.89%, and specific activity >1.42 GBq/mg (n = 5). In vitro cell studies demonstrated [64Cu]Cu-NOTA-TSHR-Ab had high specificity and nanomolar affinity for THJ529TTSHR(+) cells, with a dissociation constant (Kd) of 4.74 nM and an inhibition constant (Ki) of 0.92 nM. The immnuoPET imaging studies showed that the radiotracer could reach tumor quickly and showed high uptake in TSHR-positive thyroid tumors (SUVmax: 3.63 ± 0.42, 3.82 ± 0.44, and 4.09 ± 0.56 at 18, 24, and 48 h p.i., respectively). Co-injection with cold TSHR-Ab at doses ranging from 25 to 100 µg effectively reduced background signals, especially in spleen, liver, and bone. Notably, a dose of 25 µg cold TSHR-Ab reduced off-target signals without affecting tumor uptake. The biodistribution and IHC analyses further supported PET imaging findings. Conclusion TSHR-targeted radiotracer [64Cu]Cu-NOTA-TSHR-Ab was synthesized with high radiochemical purity. Our preclinical evaluation results demonstrate it is a promising radiotracer for PET imaging of TSHR-positive thyroid cancer, which may guide and monitor TSHR-targeted therapies. High radiotracer uptake in tumor, prolonged retention time, and favourable pharmacokinetics with the support of cold antibody co-injection, pave the way for the development of paired radiotherapeutics to treat TSHR-positive thyroid cancers.
APOE genotype modifies benefits of calorie restriction against aging
AbstractBackgroundThe efficacy of Calorie Restriction (CR) in enhancing cognition, promoting healthy aging, and extending lifespan is well‐established. Yet, it remains unclear whether the apolipoprotein E (APOE) genotype, a known modifier for aging and age‐related disorders, influences the beneficial effects of CR in countering aging.MethodsTo investigate this question, we utilized humanized APOE mouse models, which express APOE2, APOE3, or APOE4 alleles systematically (refer to as E2, E3, and E4 mice). These mice were subjected to either ad libitum (AL) feeding or 30% CR feeding, starting from 12 months and continuing up to 20 months of age (N = 11‐20/ genotype /group, mixed sex). We monitored energy expenditure using the Comprehensive Laboratory Animal Monitoring System (CLAMS). Additionally, we evaluated anxiety levels and memory capabilities through various behavioral tests. Finally, we collected brain, blood, and feces samples for transcriptomic, lipidomic, and microbiomic analyses.ResultsCLAMS measurements showed that CR significantly decreased the metabolic rate in E3 and E4 mice, but not E2 mice, during the non‐feeding period of the CR group, compared to the AL group. Furthermore, CR reduced anxiety and enhanced associative memory in E3 and E4 mice relative to the AL group. Brain transcriptomics revealed that CR upregulated the cholesterol synthesis pathway, potentially improving myelination‐related pathways in E3 and E4 mice. This finding was further validated by the increased staining intensity of myelin basic protein (MBP) observed in E3 and E4 mice from an independent cohort. In contrast, these effects were not pronounced in E2 mice. Additionally, while CR’s impact on the brain lipid profile was minor across all APOE genotypes, it significantly altered blood lipid profile of E2 mice, with minimal changes observed in E3 and E4 mice. Finally, in microbiomics, CR led to notable changes in the abundance of Bifidobacterium species in E3 and E4 mice and Lactobacillus species in E2 mice.ConclusionsOur study highlights the role of APOE genotypes in modulating the diverse effects of CR on cognition, brain transcriptomics, lipid metabolism, and the microbiome, providing a crucial foundation for considering APOE genotypes in developing prevention strategies for aging and age‐related disorders.
nnMobileNet: Rethinking CNN for Retinopathy Research
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) | September 27, 2024 | Volume: No volume available | Issue: No issue available | Pages: 2285-2294
Pre-Training Graph Attention Convolution for Brain Structural Imaging Biomarker Analysis and Its Application to Alzheimer’s Disease Pathology Identification
2024 IEEE International Symposium on Biomedical Imaging (ISBI) | August 22, 2024 | Volume: No volume available | Issue: No issue available | Pages: 1-5