11,452 results on '"Department of Biomedical Engineering"'
Search Results
2. Dual-task Augmented Reality Treatment for Parkinson's Disease (DART)
- Author
-
Michael J. Fox Foundation for Parkinson's Research and Jay Alberts, Staff, Department of Biomedical Engineering
- Published
- 2024
3. Disentangling Neurodegeneration From Aging in Multiple Sclerosis Using Deep Learning: The Brain-Predicted Disease Duration Gap.
- Author
-
Pontillo G, Prados F, Colman J, Kanber B, Abdel-Mannan O, Al-Araji S, Bellenberg B, Bianchi A, Bisecco A, Brownlee WJ, Brunetti A, Cagol A, Calabrese M, Castellaro M, Christensen R, Cocozza S, Colato E, Collorone S, Cortese R, De Stefano N, Enzinger C, Filippi M, Foster MA, Gallo A, Gasperini C, Gonzalez-Escamilla G, Granziera C, Groppa S, Hacohen Y, Harbo HFF, He A, Hogestol EA, Kuhle J, Llufriu S, Lukas C, Martinez-Heras E, Messina S, Moccia M, Mohamud S, Nistri R, Nygaard GO, Palace J, Petracca M, Pinter D, Rocca MA, Rovira A, Ruggieri S, Sastre-Garriga J, Strijbis EM, Toosy AT, Uher T, Valsasina P, Vaneckova M, Vrenken H, Wingrove J, Yam C, Schoonheim MM, Ciccarelli O, Cole JH, and Barkhof F
- Subjects
- Humans, Female, Male, Adult, Middle Aged, Retrospective Studies, Cross-Sectional Studies, Longitudinal Studies, Neurodegenerative Diseases diagnostic imaging, Deep Learning, Multiple Sclerosis diagnostic imaging, Multiple Sclerosis pathology, Aging pathology, Aging physiology, Brain diagnostic imaging, Brain pathology, Magnetic Resonance Imaging
- Abstract
Background and Objectives: Disentangling brain aging from disease-related neurodegeneration in patients with multiple sclerosis (PwMS) is increasingly topical. The brain-age paradigm offers a window into this problem but may miss disease-specific effects. In this study, we investigated whether a disease-specific model might complement the brain-age gap (BAG) by capturing aspects unique to MS., Methods: In this retrospective study, we collected 3D T1-weighted brain MRI scans of PwMS to build (1) a cross-sectional multicentric cohort for age and disease duration (DD) modeling and (2) a longitudinal single-center cohort of patients with early MS as a clinical use case. We trained and evaluated a 3D DenseNet architecture to predict DD from minimally preprocessed images while age predictions were obtained with the DeepBrainNet model. The brain-predicted DD gap (the difference between predicted and actual duration) was proposed as a DD-adjusted global measure of MS-specific brain damage. Model predictions were scrutinized to assess the influence of lesions and brain volumes while the DD gap was biologically and clinically validated within a linear model framework assessing its relationship with BAG and physical disability measured with the Expanded Disability Status Scale (EDSS)., Results: We gathered MRI scans of 4,392 PwMS (69.7% female, age: 42.8 ± 10.6 years, DD: 11.4 ± 9.3 years) from 15 centers while the early MS cohort included 749 sessions from 252 patients (64.7% female, age: 34.5 ± 8.3 years, DD: 0.7 ± 1.2 years). Our model predicted DD better than chance (mean absolute error = 5.63 years, R
2 = 0.34) and was nearly orthogonal to the brain-age model (correlation between DD and BAGs: r = 0.06 [0.00-0.13], p = 0.07). Predictions were influenced by distributed variations in brain volume and, unlike brain-predicted age, were sensitive to MS lesions (difference between unfilled and filled scans: 0.55 years [0.51-0.59], p < 0.001). DD gap significantly explained EDSS changes ( B = 0.060 [0.038-0.082], p < 0.001), adding to BAG (Δ R2 = 0.012, p < 0.001). Longitudinally, increasing DD gap was associated with greater annualized EDSS change ( r = 0.50 [0.39-0.60], p < 0.001), with an incremental contribution in explaining disability worsening compared with changes in BAG alone (Δ R2 = 0.064, p < 0.001)., Discussion: The brain-predicted DD gap is sensitive to MS-related lesions and brain atrophy, adds to the brain-age paradigm in explaining physical disability both cross-sectionally and longitudinally, and may be used as an MS-specific biomarker of disease severity and progression.- Published
- 2024
- Full Text
- View/download PDF
4. Nanotopography promotes cardiogenesis of pluripotent stem cell-derived embryoid bodies through focal adhesion kinase signaling.
- Author
-
Cui LH, Noh JM, Kim DH, Seo HR, Joo HJ, Choi SC, Song MH, Kim KS, Huang LH, Na JE, Rhyu IJ, Qu XK, Lee KB, and Lim DS
- Subjects
- Animals, Mice, Focal Adhesion Protein-Tyrosine Kinases metabolism, Focal Adhesion Kinase 1 metabolism, Focal Adhesion Kinase 1 genetics, Organogenesis, Embryoid Bodies cytology, Embryoid Bodies metabolism, Cell Differentiation, Myocytes, Cardiac cytology, Myocytes, Cardiac metabolism, Pluripotent Stem Cells metabolism, Pluripotent Stem Cells cytology, Signal Transduction
- Abstract
Controlling the microenvironment surrounding the pluripotent stem cells (PSCs) is a pivotal strategy for regulating cellular differentiation. Surface nanotopography is one of the key factors influencing the lineage-specific differentiation of PSCs. However, much of the underlying mechanism remains unknown. In this study, we focused on the effects of gradient nanotopography on the differentiation of embryoid bodies (EBs). EBs were cultured on three differently sized nanopillar surfaces (Large, 280-360; Medium, 200-280; Small, 120-200 nm) for spontaneous cardiomyocyte differentiation without chemical stimuli. The large nanotopography significantly promoted cardiogenesis, with increased expression of cardiac markers such as α-MHC, cTnT, and cTnI, and redistributed vinculin expression to the contact area. In addition, the small and medium nanotopographies also influenced EB differentiation, affecting both cardiogenesis and hematopoiesis to varying degrees. The phosphorylation of focal adhesion kinase (FAK) decreased in the EBs on the large nanotopography compared to that in the EBs cultured on the flat surface. The gradient nanotopography with 280-360 nm nanopillars is beneficial for the cardiogenesis of EBs in a FAK-dependent manner. This study provides valuable insights into controlling stem cell differentiation through nanotopographical cues, thereby advancing our understanding of the microenvironmental regulation in stem cell-based cardiac tissue engineering., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024. Published by Elsevier Inc.)
- Published
- 2024
- Full Text
- View/download PDF
5. AMP dependent protein kinase regulates endothelial heparan sulfate expression in response to an inflammatory stimulus under arterial shear stress.
- Author
-
Mathews R, Pang J, Muralidaran SA, King CGX, McCarty OJT, and Hinds MT
- Subjects
- Humans, Cells, Cultured, Endothelium, Vascular metabolism, Aorta metabolism, Aorta cytology, Shear Strength, Arteries metabolism, Arteries pathology, Heparitin Sulfate metabolism, AMP-Activated Protein Kinases metabolism, Stress, Mechanical, Inflammation metabolism, Endothelial Cells metabolism, Endothelial Cells drug effects
- Abstract
Heparan sulfate (HS) is the most abundant glycosaminoglycan on the vascular endothelium and can regulate endothelial cell morphology and function in response to mechanical stimuli. This study investigated endothelial HS response to an inflammatory stimulus under static and arterial shear stress conditions. Human aortic endothelial cells (HAECs) under static conditions expressed significantly higher HS when treated with an inflammatory stimulus compared to untreated controls. HAECs exposed to an inflammatory stimulus after being conditioned with 10 dyn/cm
2 of shear stress for 24 h did not express significantly higher HS compared to untreated controls under flow. To investigate the mechanism underlying this differential endothelial HS expression in response to an inflammatory stimulus under static and shear stress conditions, we hypothesized a shear dependent increase in AMP dependent protein kinase (AMPK) was regulating HS response to the inflammatory stimulus. AMPK inhibition using compound C decreased HAEC HS expression in response to inflammatory stimulus under arterial shear stress, revealing AMPK as a regulator of HS expression. Further investigation is needed to elucidate the mechanistic pathways underlying the interactions between HS and AMPK expression in endothelial cells and how they regulate HAEC inflammatory response., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier Inc. All rights reserved.)- Published
- 2024
- Full Text
- View/download PDF
6. Oriental covalent immobilization of N-glycan binding protein via N-terminal selective modification.
- Author
-
Wang W, Zhang L, Liu Y, Liu X, and Liu X
- Subjects
- Magnetite Nanoparticles chemistry, Glycopeptides chemistry, Glycopeptides analysis, Polysaccharides chemistry, Immobilized Proteins chemistry, Immobilized Proteins metabolism
- Abstract
Lectin affinity chromatography is one of powerful tools for the study of protein glycosylation. Different lectin proteins can recognize different structures of monosaccharides or oligosaccharide units, allowing for the selective separation of glycopeptides or glycoproteins containing different polysaccharide structures. However, the N-glycans were only partially captured by most of common lectins, reducing the coverage rate of identifying N-glycoconjugates. Recently, it has been reported that the engineering variant of glycan binding protein Fbs1 has a high affinity for innermost Man
3 GlcNAc2 structure and is able to bind diverse types of N-glycans, which can be suitable for the analysis of protein N-glycosylation. However, efficient immobilization of protein to separation matrix is particularly challenging as it requires the functionality and integrity of the protein to be preserved. Herein, we describe a simple and robust strategy for oriental covalent immobilization of proteins on magnetic nanoparticles by N-terminal selective labeling techniques. We inserted the enterokinase cleavage site to produce the specific N- terminal glycine of protein. Under physiological conditions, the protein was immobilized on the surface of the MNPs by this glycine tag, and the enrichment process could be completed within 30 min. A whole enrichment and purification of glycan and glycopeptides were completed and analyzed by MALDI TOF-MS. The functional materials achieved stable enrichment of glycan structure in different enzyme digestion systems or complex samples, showing excellent anti-interference and applicability., Competing Interests: Declaration of competing interest The authors declare that they have no conflict of interest., (Copyright © 2024 Elsevier B.V. All rights reserved.)- Published
- 2024
- Full Text
- View/download PDF
7. Vocal communication in asocial BTBR mice is more malleable by a ketogenic diet in juveniles than adults.
- Author
-
Möhrle D, Murari K, Rho JM, and Cheng N
- Subjects
- Animals, Male, Female, Mice, Autism Spectrum Disorder diet therapy, Autism Spectrum Disorder metabolism, Social Behavior, Age Factors, Diet, Ketogenic methods, Vocalization, Animal physiology, Disease Models, Animal
- Abstract
Deficits in social communication and language development are a hallmark of autism spectrum disorder currently with no effective approaches to reduce the negative impact. Interventional studies using animal models have been very limited in demonstrating improved vocal communication. Autism has been proposed to involve metabolic dysregulation. Ketogenic diet (KD) is a metabolism-based therapy for medically intractable epilepsy, and its applications in other neurological conditions have been increasingly tested. However, how KD would affect vocal communication has not been explored. The BTBR mouse strain is widely used to model asocial phenotypes. They display robust and pronounced deficits in vocalization during social interaction, and have metabolic changes implicated in autism. We investigated the effects of KD on ultrasonic vocalizations (USVs) in juvenile and adult BTBR mice during male-female social encounters. After a brief treatment with KD, the number, spectral bandwidth, and much of the temporal structure of USVs were robustly closer to control levels in both juvenile and adult BTBR mice. Composition of call categories and transitioning between individual call subtypes were more effectively altered to more closely align with the control group in juvenile BTBR mice. Together, our data provide further support to the hypothesis that metabolism-based dietary intervention could modify disease expression, including core symptoms, in autism. Future studies should tease apart the molecular mechanisms of KD's effects on vocalization., Competing Interests: Declaration of competing interest JMR has served as a paid consultant by Danone Nutricia, Aquestive Pharmaceuticals, Cerecin, Biocodex, Eisai and Zogenix., (Copyright © 2024 The Author(s). Published by Elsevier Inc. All rights reserved.)
- Published
- 2024
- Full Text
- View/download PDF
8. Improvement of substrate specificity of the direct electron transfer type FAD-dependent glucose dehydrogenase catalytic subunit.
- Author
-
Kerrigan JA Jr, Yoshida H, Okuda-Shimazaki J, Temple B, Kojima K, and Sode K
- Subjects
- Substrate Specificity, Glucose metabolism, Galactose metabolism, Flavin-Adenine Dinucleotide metabolism, Electron Transport, Kinetics, Bacterial Proteins genetics, Bacterial Proteins metabolism, Bacterial Proteins chemistry, Models, Molecular, Glucose 1-Dehydrogenase metabolism, Glucose 1-Dehydrogenase genetics, Glucose 1-Dehydrogenase chemistry, Mutagenesis, Site-Directed, Burkholderia cepacia enzymology, Burkholderia cepacia genetics, Catalytic Domain
- Abstract
The heterotrimeric flavin adenine dinucleotide (FAD) dependent glucose dehydrogenase derived from Burkholderia cepacia (BcGDH) has many exceptional features for its use in glucose sensing-including that this enzyme is capable of direct electron transfer with an electrode in its heterotrimeric configuration. However, this enzyme's high catalytic activity towards not only glucose but also galactose presents an engineering challenge. To increase the substrate specificity of this enzyme, it must be engineered to reduce its activity towards galactose while maintaining its activity towards glucose. To aid in these mutagenesis studies, the crystal structure composed of BcGDH's small subunit and catalytic subunit (BcGDHγα), in complex with D-glucono-1,5-lactone was elucidated and used to construct the three-dimensional model for targeted, site-directed mutagenesis. BcGDHγα was then mutated at three different residues, glycine 322, asparagine 474 and asparagine 475. The single mutations that showed the greatest glucose selectivity were combined to create the resulting mutant, α-G322Q-N474S-N475S. The α-G322Q-N474S-N475S mutant and BcGDHγα wild type were then characterized with dye-mediated dehydrogenase activity assays to determine their kinetic parameters. The α-G322Q-N474S-N475S mutant showed more than a 2-fold increase in V
max towards glucose and this mutant showed a lower activity towards galactose in the physiological range (5 mM) of 4.19 U mg-1 , as compared to the wild type, 86.6 U mg-1 . This resulting increase in specificity lead to an 81.7 gal/glc % activity for the wild type while the α-G322Q-N474S-N475S mutant had just 10.9 gal/glc % activity at 5 mM. While the BcGDHγα wild type has high specificity towards galactose, our engineering α-G322Q-N474S-N475S mutant showed concentration dependent response to glucose and was not affected by galactose., Competing Interests: Declaration of Competing Interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Koji Sode reports financial support was provided by Arkray Inc, Kyoto, Japan. Koji Sode has patent pending to Arkray Inc. Kyoto, Japan. Junko Okuda-Shimazaki has patent pending to Arkray Inc. Katsuhiro Kojima has patent pending to Arkray Inc. If there are other authors, they declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier B.V. All rights reserved.)- Published
- 2024
- Full Text
- View/download PDF
9. Does swimming at the bottom serve as a hydraulic advantage for benthic fish Neogobius melanostomus Pallas (1814) in flowing water?
- Author
-
Govindasamy N, Rauter G, Seidel F, Burkhardt-Holm P, Hirsch PE, and Wiegleb J
- Subjects
- Animals, Biomechanical Phenomena, Perciformes physiology, Swimming physiology, Fishes physiology
- Abstract
Benthic fish, such as the round goby (Neogobius melanostomus Pallas, 1814) tend to swim near the bottom, especially at increased water velocities. To test whether these fish have a hydraulic advantage from swimming near the bottom and how the substrate affects the forces experienced, we measured the hydraulic forces experienced by preserved fish in a flow channel. The fish were tested 5.0 mm above the bottom at smooth and rough surface, and in the water column (10.0 cm elevation) above smooth and rough surface at 0.95 m/s water velocity. No significant effect among the mean hydraulic forces was observed between both fish positions, whereas the mean hydraulic forces in the water column were significantly higher (P<0.05) above the rough surface (mean 0.077 N±0.025 s.d.) than above the smooth surface (mean 0.068 N±0.021 s.d.). A convolutional neural network (CNN) predicted the column smooth treatment was the most characteristic force data time series (mean F1=0.88±0.03 s.d.). We conclude that the body posture and body movements of the fish are more relevant for the hydraulic forces experienced by the fish than the vertical position in the water column. Further factors explaining the affinity to swimming near the bottom are discussed., Competing Interests: Competing interests The authors declare no competing or financial interests., (© 2024. Published by The Company of Biologists Ltd.)
- Published
- 2024
- Full Text
- View/download PDF
10. Experimental investigation of dynamic drying in single pharmaceutical granules containing acetaminophen or carbamazepine using synchrotron X-ray micro computed tomography.
- Author
-
Blocka C, Fan Ding X, Zhu N, and Zhang L
- Subjects
- Tablets chemistry, Temperature, Hydrophobic and Hydrophilic Interactions, Drug Compounding methods, Water chemistry, Carbamazepine chemistry, Acetaminophen chemistry, Synchrotrons, Excipients chemistry, X-Ray Microtomography methods, Desiccation methods, Cellulose chemistry, Lactose chemistry
- Abstract
Drying time, velocity, and temperature are important aspects of the drying process for pharmaceutical granules observed during tablet manufacturing. However, the drying mechanism of single granules is often limited to modelling and simulation, with the internal and physical changes difficult to quantify at an experimental level. In this study, in-situ synchrotron-based X-ray imaging techniques were used for the first time to investigate the dynamic drying of single pharmaceutical granules, quantifying internal changes occurring over the drying time. Two commonly used excipients (lactose monohydrate (LMH) and microcrystalline cellulose (MCC)) were used as pure components and binary mixtures with one of either two active pharmaceutical ingredients of differing hydrophilicity/hydrophobicity (acetaminophen (APAP) and carbamazepine (CBZ)). Water was used as a liquid binder to generate single granules of 25 % to 30 % moisture content. Results showed that for most samples, the drying time and composition significantly influences the pore volume evolution and the moisture ratio, with the velocity and temperature of the drying air possessing mixed significance on increasing the rate of pore connectivity and moisture removal depending on the sample composition. Effects of active ingredient loading resulted in minimal influence on the drying of CBZ and generated binary mixtures, with APAP and its respective mixtures' drying behaviour dominated by the material's hydrophilic nature., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Author(s). Published by Elsevier B.V. All rights reserved.)
- Published
- 2024
- Full Text
- View/download PDF
11. Size and shape control of microgel-encapsulating tumor spheroid via a user-friendly solenoid valve-based sorter and its application on precise drug testing.
- Author
-
Sun J, Li W, Lu Y, Zhou Z, Tian L, Si T, Wang Z, Xu Y, Sun D, Chen CH, and Yang M
- Subjects
- Humans, Antineoplastic Agents pharmacology, Antineoplastic Agents therapeutic use, Antineoplastic Agents chemistry, Lung Neoplasms pathology, Lung Neoplasms drug therapy, Cisplatin pharmacology, Cisplatin therapeutic use, Drug Screening Assays, Antitumor, Equipment Design, Cell Line, Tumor, Artificial Intelligence, Spheroids, Cellular pathology, Spheroids, Cellular drug effects, Biosensing Techniques, Microgels chemistry
- Abstract
The precision of previous cancer research based on tumor spheroids, especially the microgel-encapsulating tumor spheroids, was limited by the high heterogeneity in the tumor spheroid size and shape. Here, we reported a user-friendly solenoid valve-based sorter to reduce this heterogeneity. The artificial intelligence algorithm was employed to detect and segmentate the tumor spheroids in real-time for the size and shape calculation. A simple off-chip solenoid valve-based sorting actuation module was proposed to sort out target tumor spheroids with the desired size and shape. Utilizing the developed sorter, we successfully uncovered the drug response variations on cisplatin of lung tumor spheroids in the same population but with different sizes and shapes. Moreover, with this sorter, the precision of drug testing on the spheroid population level was improved to a level comparable to the precise but complex single spheroid analysis. The developed sorter also exhibits significant potential for organoid morphology and sorting for precision medicine research., Competing Interests: Declaration of competing interest The authors declare that they have no competing interests., (Copyright © 2024 Elsevier B.V. All rights reserved.)
- Published
- 2024
- Full Text
- View/download PDF
12. Zelquistinel acts at an extracellular binding domain to modulate intracellular calcium inactivation of N-methyl-d-aspartate receptors.
- Author
-
Zhang XL, Li YX, Berglund N, Burgdorf JS, Donello JE, Moskal JR, and Stanton PK
- Subjects
- Humans, HEK293 Cells, Dose-Response Relationship, Drug, Allosteric Regulation drug effects, Allosteric Regulation physiology, Sesterterpenes pharmacology, Animals, Receptors, N-Methyl-D-Aspartate metabolism, Receptors, N-Methyl-D-Aspartate antagonists & inhibitors, Calcium metabolism
- Abstract
Stinels are a novel class of N-methyl-d-aspartate glutamate receptor (NMDAR) positive allosteric modulators. We explored mechanism of action and NR2 subtype specificity of the stinel zelquistinel (ZEL) in HEK 293 cells expressing recombinant NMDARs. ZEL potently enhanced NMDAR current at NR2A (EC50 = 9.9 ± 0.5 nM) and NR2C-containing (EC50 = 9.7 ± 0.6 nM) NMDARs, with a larger ceiling enhancement at NR2B-NMDAR (EC50 = 35.0 ± 0.7 nM), while not affecting NR2D-containing NMDARs. In cells expressing NR2A and NR2C-containing NMDARs, ZEL exhibited an inverted-U dose-response relation, with a low concentration enhancement and high concentration suppression of NMDAR currents. Extracellular application of ZEL potentiated NMDAR receptor activity via prolongation of NMDAR currents. Replacing the slow Ca
2+ intracellular chelator EGTA with the fast chelator BAPTA blocked ZEL potentiation of NMDARs, suggesting an action on intracellular Ca2+ -calmodulin-dependent inactivation (CDI). Consistent with this mechanism of action, removal of the NR1 intracellular C-terminus, or intracellular infusion of a calmodulin blocking peptide, blocked ZEL potentiation of NMDAR current. In contrast, BAPTA did not prevent high-dose suppression of current, indicating this effect has a different mechanism of action. These data indicate ZEL is a novel positive allosteric modulator that binds extracellularly and acts through a unique long-distance mechanism to reduce NMDAR CDI, eliciting enhancement of NMDAR current. The critical role that NMDARs play in long-term, activity-dependent synaptic plasticity, learning, memory and cognition, suggests dysregulation of CDI may contribute to psychiatric disorders such as depression, schizophrenia and others, and that the stinel class of drugs can restore NMDAR-dependent synaptic plasticity by reducing activity-dependent CDI., Competing Interests: Declaration of competing interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Patric K. Stanton, PhD reports financial support was provided by Gate Neurosciences Inc. Jeffrey S. Burgdorf, PhD reports financial support was provided by Gate Neurosciences Inc. John E. Donello, PhD reports financial support was provided by Gate Neurosciences Inc. Nils Berglund, PhD reports financial support was provided by Gate Neurosciences Inc. If there are other authors, they declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Authors. Published by Elsevier Ltd.. All rights reserved.)- Published
- 2024
- Full Text
- View/download PDF
13. Artificial Intelligence in Cardiovascular Clinical Trials.
- Author
-
Cunningham JW, Abraham WT, Bhatt AS, Dunn J, Felker GM, Jain SS, Lindsell CJ, Mace M, Martyn T, Shah RU, Tison GH, Fakhouri T, Psotka MA, Krumholz H, Fiuzat M, O'Connor CM, and Solomon SD
- Subjects
- Humans, Clinical Trials as Topic methods, Randomized Controlled Trials as Topic methods, Artificial Intelligence, Cardiovascular Diseases therapy
- Abstract
Randomized clinical trials are the gold standard for establishing the efficacy and safety of cardiovascular therapies. However, current pivotal trials are expensive, lengthy, and insufficiently diverse. Emerging artificial intelligence (AI) technologies can potentially automate and streamline clinical trial operations. This review describes opportunities to integrate AI throughout a trial's life cycle, including designing the trial, identifying eligible patients, obtaining informed consent, ascertaining physiological and clinical event outcomes, interpreting imaging, and analyzing or disseminating the results. Nevertheless, AI poses risks, including generating inaccurate results, amplifying biases against underrepresented groups, and violating patient privacy. Medical journals and regulators are developing new frameworks to evaluate AI research tools and the data they generate. Given the high-stakes role of randomized trials in medical decision making, AI must be integrated carefully and transparently to protect the validity of trial results., Competing Interests: Funding Support and Author Disclosures Dr Cunningham has received support from the KL2/Harvard Catalyst Medical Research Investigator Training program and the American Heart Association (23CDA1052151); and has received consulting fees from Roche Diagnosis, Edgewise Therapeutics, KCK, and Occlutech. Dr Abraham has served as a consultant to Boehringer Ingelheim, CVRx, Impulse Dynamics, Sensible Medical, Vectorious, V-Wave, and Zoll Respicardia. Dr Bhatt has received research grant support to his institution from the National Institutes of Health (NIH) National Heart, Lung, and Blood Institute (NHLBI) and National Institute on Aging, the American College of Cardiology Foundation, and the Centers for Disease Control and Prevention (CDC); and has received consulting fees from the Kinetix Group, Merck, Sanofi Pasteur, and Novo Nordisk. Dr Dunn has served as a scientific advisor to Veri. Dr Felker has received research grants from NIH, Bayer, Bristol Myers Squibb, Novartis, Daxor, Merck, Cytokinetics, and CSL-Behring; has acted as a consultant to Novartis, Bristol Myers Squibb, Cytokinetics, Innolife, Boehringer Ingelheim, Abbott, Sanofi, Regeneron, Myovant, Sequana, Windtree Therapeutics, and Whiteswell; and has served on clinical endpoint committees or data safety monitoring boards for Merck, Medtronic, EBR Systems, Rocket Pharma, V-Wave, and LivaNova. Dr Jain has received consulting fees from Bristol Myers Squibb, ARTIS Ventures, and Broadview Ventures outside of the submitted work. Dr Lindsell has received grants and contracts from the NIH, the U.S. Department of Defense, CDC, Biomeme, Novartis, bioMérieux, AstraZeneca, AbbVie, Entegrion, and Endpoint Health, all outside of the submitted work; has obtained patents for risk stratification in sepsis and septic shock issued to Cincinnati Children’s Hospital Medical Center; has served on data safety monitoring boards unrelated to the current work; has held stock options in Bioscape Digital unrelated to the current work; and has served as Editor-in-Chief of the Journal of Clinical and Translational Science. Mr Mace is an employee of Acorai AB; and has held stock interest in Abbott Laboratories. Dr Martyn has served as an advisor to or has received consulting fees from Fire1, Cleveland Clinic/American Well Joint Venture, Boehringer Ingelheim/Eli Lilly, NIRSense, Novo Nordisk, AstraZeneca, and Apricity Robotics; and has received grant support from Ionis Therapeutics, AstraZeneca, and the Heart Failure Society of America. Dr Shah is an employee of Meta, which had no role in this work or providing financial support. Dr Tison has received research grants from MyoKardia, a wholly owned subsidiary of Bristol Myers Squibb, and Janssen Pharmaceuticals; and is an advisor to Viz.ai and Prolaio. Dr Fakhouri is an employee of the Office of Medical Policy, Center for Drug Evaluation and Research, U.S. Food and Drug Administration; the views expressed in this article are those of the authors and do not necessarily represent the views or policies of the U.S. Food and Drug Administration. Dr Krumholz has received options from Element Science and Identifeye; has received payments from F-Prime for advisory roles; has co-founded and held equity in Hugo Health, Refactor Health, and ENSIGHT-AI; and has been associated with research contracts through Yale University from Janssen, Kenvue, and Pfizer. Dr O’Connor has received consulting fees from Merck, Abiomed, and Zealcare. Dr Solomon has received research grants from Alexion, Alnylam, AstraZeneca, Bellerophon, Bayer, Bristol Myers Squibb, Boston Scientific, Cytokinetics, Edgewise, Eidos, Gossamer, GSK, Ionis, Lilly, MyoKardia, NIH NHLBI, Novartis, Novo Nordisk, Respicardia, Sanofi Pasteur, Theracos, and US2.AI; and has consulted for Abbott, Action, Akros, Alexion, Alnylam, Amgen, Arena, AstraZeneca, Bayer, Boehringer Ingelheim, Bristol Myers Squibb, Cardior, Cardurion, Corvia, Cytokinetics, Daiichi-Sankyo, GSK, Lilly, Merck, MyoKardia, Novartis, Roche, Theracos, Quantum Genomics, Janssen, Cardiac Dimensions, Tenaya, Sanofi-Pasteur, Dinaqor, Tremeau, CellProThera, Moderna, American Regent, Sarepta, Lexicon, AnaCardio, Akros, and Valo. Drs Psotka and Fiuzat have reported that they have no relationships relevant to the contents of this paper to disclose., (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2024
- Full Text
- View/download PDF
14. Comprehensive Proteomic Profiling of Human Myocardium Reveals Signaling Pathways Dysregulated in Hypertrophic Cardiomyopathy.
- Author
-
Lumish HS, Sherrid MV, Janssen PML, Ferrari G, Hasegawa K, Castillero E, Adlestein E, Swistel DG, Topkara VK, Maurer MS, Reilly MP, and Shimada YJ
- Subjects
- Humans, Male, Female, Middle Aged, Case-Control Studies, Adult, Gene Expression Profiling methods, Aged, Cardiomyopathy, Hypertrophic metabolism, Cardiomyopathy, Hypertrophic genetics, Proteomics methods, Signal Transduction, Myocardium metabolism
- Abstract
Background: Hypertrophic cardiomyopathy (HCM) is the most common genetic cardiac disease. Signaling pathways that link genetic sequence variants to clinically overt HCM and progression to severe forms of HCM remain unknown., Objectives: The purpose of this study was to identify signaling pathways that are differentially regulated in HCM, using proteomic profiling of human myocardium, confirmed with transcriptomic profiling., Methods: In this multicenter case-control study, myocardial samples were obtained from cases with HCM and control subjects with nonfailing hearts. Proteomic profiling of 7,289 proteins from myocardial samples was performed using the SomaScan assay (SomaLogic). Pathway analysis of differentially expressed proteins was performed, using a false discovery rate <0.05. Pathway analysis of proteins whose concentrations correlated with clinical indicators of severe HCM (eg, reduced left ventricular ejection fraction, atrial fibrillation, and ventricular tachyarrhythmias) was also executed. Confirmatory analysis of differentially expressed genes was performed using myocardial transcriptomic profiling., Results: The study included 99 HCM cases and 15 control subjects. Pathway analysis of differentially expressed proteins revealed dysregulation of the Ras-mitogen-activated protein kinase, ubiquitin-mediated proteolysis, angiogenesis-related (eg, hypoxia-inducible factor-1, vascular endothelial growth factor), and Hippo pathways. Pathways known to be dysregulated in HCM, including metabolic, inflammatory, and extracellular matrix pathways, were also dysregulated. Pathway analysis of proteins associated with clinical indicators of severe HCM and of differentially expressed genes supported these findings., Conclusions: The present study represents the most comprehensive (>7,000 proteins) and largest-scale (n = 99 HCM cases) proteomic profiling of human HCM myocardium to date. Proteomic profiling and confirmatory transcriptomic profiling elucidate dysregulation of both newly recognized (eg, Ras-mitogen-activated protein kinase) and known pathways associated with pathogenesis and progression to severe forms of HCM., Competing Interests: Funding Support and Author Disclosures This work was supported by the National Institutes of Health (R01 HL157216 and R01 HL168382 to Dr Shimada, UL1 TR001873 to Dr Reilly, K24 HL107643 to Dr Reilly, K24 AG036778 to Dr Maurer, R01 HL170132 to Dr Topkara, R01 HL131872 to Dr Ferrari, and T32 HL007854 to Dr Lumish), the American Heart Association (2 National Clinical and Population Research Awards, 1 Career Development Award, and 1 Transformational Project Award to Dr Shimada), Korea Institute of Oriental Medicine (W22005 to Dr Shimada), Feldstein Medical Foundation (to Dr Shimada), Columbia University Irving Medical Center Precision Medicine Pilot Award (to Dr Shimada), and Columbia University Irving Medical Center Marjorie and Lewis Katz Cardiovascular Research Prize (to Dr Shimada). The funding organizations did not have any role in the study design, collection, analysis, or interpretation of data, in writing of the manuscript, or in the decision to submit the paper for publication. The researchers were independent from the funding organizations. Dr Maurer has received consulting income from Akcea, Alnylam, Eidos Therapeutics, Pfizer, Prothena, Novo Nordisk, and Intellia. Dr Shimada has received research funding from Bristol Myers Squibb; and has received consulting income from Bristol Myers Squibb and Moderna Japan. All other authors have reported that they have no relationships relevant to the contents of this paper to disclose., (Copyright © 2024 American College of Cardiology Foundation. Published by Elsevier Inc. All rights reserved.)
- Published
- 2024
- Full Text
- View/download PDF
15. Mild traumatic brain injury gives rise to chronic depression-like behavior and associated alterations in glutamatergic protein expression.
- Author
-
Talty CE, Murphy S, and VandeVord P
- Subjects
- Animals, Male, Disease Models, Animal, Rats, Behavior, Animal physiology, Brain metabolism, Social Behavior, Chronic Disease, Brain Concussion metabolism, Brain Concussion psychology, Depression metabolism, Depression etiology, Receptors, N-Methyl-D-Aspartate metabolism, Rats, Sprague-Dawley
- Abstract
Mild traumatic brain injury (mTBI) is known to result in chronic somatic, cognitive, and emotional symptoms. Depression is commonly reported among individuals suffering from persistent concussion symptoms; however, the underlying mechanisms are not understood. The glutamatergic system has recently been linked with mTBI and depression due to reports of similar changes in expression of glutamatergic proteins. Using a closed-head controlled cortical impact (cCCI) model in adult male rats (n = 8/group), this study investigated the emergence of self-care deficits and changes in social interaction behaviors at four, eight and twelve weeks post-injury. Western blotting was used to assess associated changes in expression of glutamate transporters and N-methyl-D-aspartate (NMDA) receptor subunits at twelve weeks. Splash test results revealed deficits in self-care behaviors beginning at eight weeks, which continued through twelve weeks in the injury group. Injured animals also exhibited decreased preference for social novelty at four weeks and loss of desire for social interaction as a whole by twelve weeks. GluN1 was increased in injured animals compared to shams in the frontal cortex and amygdala, while decreased GLT-1 was observed in the hippocampus. Linear regression was performed to evaluate relationships between behavioral and molecular variables; the results suggested that injury affects these relationships in a region-dependent manner. Together, these results suggest that the development of chronic depression-like behavior was associated with changes in glutamatergic protein expression. Deeper investigations into how injury influences glutamatergic synaptic protein expression are needed, as this has the potential to affect circuit-level neurotransmission that drives depression-like behavior following mTBI., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Published by Elsevier Inc.)
- Published
- 2024
- Full Text
- View/download PDF
16. Single-molecule profiling of per- and polyfluoroalkyl substances by cyclodextrin mediated host-guest interactions within a biological nanopore.
- Author
-
Wei X, Choudhary A, Wang LY, Yang L, Uline MJ, Tagliazucchi M, Wang Q, Bedrov D, and Liu C
- Subjects
- Hemolysin Proteins chemistry, Alkanesulfonic Acids chemistry, Single Molecule Imaging methods, Caprylates chemistry, Nanopores, Cyclodextrins chemistry, Molecular Dynamics Simulation, Fluorocarbons chemistry
- Abstract
Biological nanopores are increasingly used in molecular sensing due to their single-molecule sensitivity. The detection of per- and polyfluoroalkyl substances (PFAS) like perfluorooctanoic acid and perfluorooctane sulfonic acid is critical due to their environmental prevalence and toxicity. Here, we investigate selective interactions between PFAS and four cyclodextrin (CD) variants (α-, β-, γ-, and 2-hydroxypropyl-γ-CD) within an α-hemolysin nanopore. We demonstrate that PFAS molecules can be electrochemically sensed by interacting with a γ-CD in a nanopore. Using HP-γ-CDs with increased steric resistance, we can identify homologs of the perfluoroalkyl carboxylic acid and the perfluoroalkyl sulfonic acid families and detect common PFAS in drinking water at 0.4 to 2 parts per million levels, which are further lowered to 400 parts per trillion by sample preconcentration. Molecular dynamics simulations reveal the underlying chemical mechanism of PFAS-CD interactions. These insights pave the way toward nanopore-based in situ detection with promises in environmental protection against PFAS pollution.
- Published
- 2024
- Full Text
- View/download PDF
17. A normative framework dissociates need and motivation in hypothalamic neurons.
- Author
-
Kim KS, Lee YH, Yun JW, Kim YB, Song HY, Park JS, Jung SH, Sohn JW, Kim KW, Kim HR, and Choi HJ
- Subjects
- Animals, Receptors, Leptin metabolism, Mice, Optogenetics, Models, Neurological, Motivation, Neurons physiology, Neurons metabolism, Agouti-Related Protein metabolism, Hypothalamus physiology, Hypothalamus metabolism, Hypothalamus cytology
- Abstract
Physiological needs evoke motivational drives that produce natural behaviors for survival. In previous studies, the temporally intertwined dynamics of need and motivation have made it challenging to differentiate these two components. On the basis of classic homeostatic theories, we established a normative framework to derive computational models for need-encoding and motivation-encoding neurons. By combining the model-based predictions and naturalistic experimental paradigms, we demonstrated that agouti-related peptide (AgRP) and lateral hypothalamic leptin receptor (LH
LepR) neuronal activities encode need and motivation, respectively. Our model further explains the difference in the dynamics of appetitive behaviors induced by optogenetic stimulation of AgRP or LHLepR neurons. Our study provides a normative modeling framework that explains how hypothalamic neurons separately encode need and motivation in the mammalian brain.- Published
- 2024
- Full Text
- View/download PDF
18. Peptide ligands for the affinity purification of adenovirus from HEK293 and vero cell lysates.
- Author
-
Wu Y, Barbieri E, Kilgore RE, Moore BD, Chu W, Mollica GN, Daniele MA, and Menegatti S
- Subjects
- Humans, Chlorocebus aethiops, Animals, Ligands, Vero Cells, HEK293 Cells, Adenoviridae chemistry, Adenoviridae isolation & purification, Capsid Proteins isolation & purification, Capsid Proteins metabolism, Capsid Proteins chemistry, Chromatography, Affinity methods, Peptides chemistry, Peptides isolation & purification, Peptides metabolism
- Abstract
Adenovirus (AdVs) is the viral vector of choice in vaccines and oncolytic applications owing to its high transduction activity and inherent immunogenicity. For decades, AdV isolation has relied on ultracentrifugation and ion-exchange chromatography, which are not suitable to large-scale production and struggle to deliver sufficient purity. Immunoaffinity chromatography resins of recent introduction feature high binding capacity and selectivity, but mandate harsh elution conditions (pH 3.0), afford low yield (< 20%), and provide limited reusability. Seeking a more efficient and affordable alternative, this study introduces the first peptide affinity ligands for AdV purification. The peptides were identified via combinatorial selection and in silico design to target hexons, the most abundant proteins in the adenoviral capsid. Selected peptide ligands AEFFIWNA and TNDGPDYSSPLTGSG were conjugated on chromatographic resins and utilized to purify AdV serotype 5 from HEK293 and Vero cell lysates. The peptide-functionalized resins feature high binding capacity (> 10
10 active virions per mL at the residence time of 2 min), provide high yield (> 50%) and up to 100-fold reduction of host cell proteins and DNA. Notably, the peptide ligands enable gentle elution conditions (pH 8) that prevent the "shedding" of penton and fiber proteins, thus affording intact adenovirus particles with high cell-transduction activity. The study of the peptide ligands by surface plasmon resonance and molecular docking and dynamics simulations confirmed the selective targeting of hexon proteins and elucidated the molecular-level mechanisms underlying binding and release. Collectively, these results demonstrate the strong promise of peptide ligands presented herein for the affinity purification of AdVs from cell lysates., Competing Interests: Declaration of competing interest The authors declare no conflict of interest., (Copyright © 2024 Elsevier B.V. All rights reserved.)- Published
- 2024
- Full Text
- View/download PDF
19. Reply to "Letter to the Editor - Critical Omissions Compromise Internal Validity in Jugular Vein Compression Collar Studies".
- Author
-
Fleischer CC
- Published
- 2024
- Full Text
- View/download PDF
20. Global Incidence and Prevalence of Chronic Rhinosinusitis: A Systematic Review.
- Author
-
Min HK, Lee S, Kim S, Son Y, Park J, Kim HJ, Lee J, Lee H, Smith L, Rahmati M, Kang J, Papadopoulos NG, Cho SH, Hahn JW, and Yon DK
- Abstract
Objective: Data on the global prevalence of chronic rhinosinusitis (CRS) is significantly varied and limited across countries and over time. Therefore, we aimed to conduct a comprehensive investigation into the global, regional, and national burden of CRS from the years 1980 to 2021, as well as identify those factors that influence levels of such burden., Design: We conducted a systematic review and meta-analysis of general population-based observational studies focusing on CRS. We calculated pooled estimates of CRS prevalence and incidence with 95% confidence intervals (CIs). Subgroup analyses were conducted stratifying by sex, age cohorts, geographic regions, smoking status, obesity, and comorbid conditions., Data Sources: PubMed/MEDLINE, EMBASE, CINAHL, Google Scholar, and Cochrane databases., Eligibility Criteria for Selection: We included general population-based observational studies on CRS published from database inception through October 20, 2023., Results: A total of 28 eligible studies, encompassing more than 237 million participants and 11,342,923 patients with CRS from 20 countries across four continents, were included in the analysis. Global pooled prevalence of CRS and CRS with nasal polyps (CRSwNP) was found to be 8.71% (95% CI, 6.69-11.33; number of studies, 20) and 0.65% (95% CI, 0.56-0.75; number of studies, 4), respectively. The prevalence of CRS was greater in Europe compared with North America, South America, and Asia; adults compared with children; smokers compared with never-smoker; those with obesity compared with normal weight; and those with comorbidities such as asthma, diabetes mellitus, eczema, and nasal septal deviation. Pooled prevalence of CRS increased from 1980 to 2020 (1980-2000: 4.72%; 95% CI, 2.12-10.49; 2014-2020: 19.40%; 95% CI, 12.12-31.07). Similar patterns were observed in CRS incidence., Conclusions: Our study provides valuable insights into CRS prevalence and incidence across diverse demographic and clinical factors, highlighting its increasing global burden. The reported prevalence of CRS varies internationally, and may be increasing over time. To enhance data quality and comparability, standardization of reporting methodologies is imperative., Systematic Review Registration: PROSPERO (registration no. CRD42024527805)., (© 2024 John Wiley & Sons Ltd.)
- Published
- 2024
- Full Text
- View/download PDF
21. A versatile natural gelatin-based hydrogel for emergency wound treatment through hemostasis, antibacterial, and anti-inflammation.
- Author
-
Cao X, Deng Y, Xu Z, Wang T, Tang B, Han J, Guo R, and Yin R
- Subjects
- Animals, Mice, Male, Hemostatics pharmacology, Hemostatics chemistry, Resveratrol pharmacology, Resveratrol chemistry, Resveratrol analogs & derivatives, Catechin analogs & derivatives, Catechin chemistry, Catechin pharmacology, Gelatin chemistry, Anti-Inflammatory Agents pharmacology, Anti-Inflammatory Agents chemistry, Hydrogels chemistry, Hydrogels pharmacology, Wound Healing drug effects, Hemostasis drug effects, Anti-Bacterial Agents pharmacology, Anti-Bacterial Agents chemistry
- Abstract
Emergency wounds are often accompanied by bacterial infection, oxidative stress, and excessive inflammation due to the inability to quickly close and stop bleeding, resulting in chronic wounds that are difficult to heal. Clinically, surgical suturing is the fastest method for wound closure, but it is only suitable for wounds with small bleeding volumes and causes unsightly scar formation. Consequently, there is a critical need for hemostatic dressings versatile enough to address a spectrum of diverse and intricate wounds, especially in emergency scenarios. In this study, we constructed a unique versatile natural gelatin-based hydrogel with hemostasis, antibacterial, and anti-inflammation properties. The hydrogel was composed of 4-(4-(hydroxymethyl)-2-methoxy-5-nitrophenoxy) butyrylethylenediamine-modified methacrylated gelatin (GelMA-NB) and epigallocatechin gallate-grafted polylysine (EPL-EGCG), which imparts adhesion, antibacterial and antioxidant properties to the hydrogel. Simultaneously, the hydrogel was loaded with GelMA microspheres encapsulating natural resveratrol (RES@GM). This combination not only exhibited outstanding hemostatic capabilities but also preserved the anti-inflammatory potential of RES. In different animal models, the hydrogel exhibited outstanding hemostatic and wound healing effects, down-regulated the expression of IL-1 β to promote inflammatory regulation and potential for angiogenesis and anti-scar. In conclusion, unique versatile natural gelatin-based hydrogel suitable for various complex wounds provides a promising strategy for emergency wound dressing applications., (© 2024 IOP Publishing Ltd. All rights, including for text and data mining, AI training, and similar technologies, are reserved.)
- Published
- 2024
- Full Text
- View/download PDF
22. Epigenetic regulation of noncanonical menin targets modulates menin inhibitor response in acute myeloid leukemia.
- Author
-
Zhou X, Zhang L, Aryal S, Veasey V, Tajik A, Restelli C, Moreira S, Zhang P, Zhang Y, Hope KJ, Zhou Y, Cheng C, Bhatia R, and Lu R
- Subjects
- Humans, Mice, Animals, Gene Expression Regulation, Leukemic drug effects, Drug Resistance, Neoplasm drug effects, Drug Resistance, Neoplasm genetics, Cell Line, Tumor, Polycomb Repressive Complex 1 genetics, Polycomb Repressive Complex 1 metabolism, Polycomb Repressive Complex 1 antagonists & inhibitors, Sulfonamides pharmacology, Myeloid-Lymphoid Leukemia Protein genetics, Myeloid-Lymphoid Leukemia Protein metabolism, Bridged Bicyclo Compounds, Heterocyclic pharmacology, Histone-Lysine N-Methyltransferase genetics, Histone-Lysine N-Methyltransferase metabolism, Repressor Proteins genetics, Repressor Proteins metabolism, Antineoplastic Agents pharmacology, Proto-Oncogene Proteins genetics, Proto-Oncogene Proteins metabolism, Leukemia, Myeloid, Acute genetics, Leukemia, Myeloid, Acute drug therapy, Leukemia, Myeloid, Acute metabolism, Leukemia, Myeloid, Acute pathology, Epigenesis, Genetic drug effects
- Abstract
Abstract: Menin inhibitors that disrupt the menin-MLL interaction hold promise for treating specific acute myeloid leukemia (AML) subtypes, including those with KMT2A rearrangements (KMT2A-r), yet resistance remains a challenge. Here, through systematic chromatin-focused CRISPR screens, along with genetic, epigenetic, and pharmacologic studies in a variety of human and mouse KMT2A-r AML models, we uncovered a potential resistance mechanism independent of canonical menin-MLL targets. We show that a group of noncanonical menin targets, which are bivalently cooccupied by active menin and repressive H2AK119ub marks, are typically downregulated after menin inhibition. Loss of polycomb repressive complex 1.1 (PRC1.1) subunits, such as polycomb group ring finger 1 (PCGF1) or BCL6 corepressor (BCOR), leads to menin inhibitor resistance by epigenetic reactivation of these noncanonical targets, including MYC. Genetic and pharmacological inhibition of MYC can resensitize PRC1.1-deficient leukemia cells to menin inhibition. Moreover, we demonstrate that leukemia cells with the loss of PRC1.1 subunits exhibit reduced monocytic gene signatures and are susceptible to BCL2 inhibition, and that combinational treatment with venetoclax overcomes the resistance to menin inhibition in PRC1.1-deficient leukemia cells. These findings highlight the important roles of PRC1.1 and its regulated noncanonical menin targets in modulating the menin inhibitor response and provide potential strategies to treat leukemia with compromised PRC1.1 function., (© 2024 American Society of Hematology. Published by Elsevier Inc. Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0), permitting only noncommercial, nonderivative use with attribution. All other rights reserved.)
- Published
- 2024
- Full Text
- View/download PDF
23. Less-deformable erythrocyte subpopulations biomechanically induce endothelial inflammation in sickle cell disease.
- Author
-
Caruso C, Cheng X, Michaud ME, Szafraniec HM, Thomas BE, Fay ME, Mannino RG, Zhang X, Sakurai Y, Li W, Myers DR, Joiner CH, Wood DK, Bhasin M, Graham MD, and Lam WA
- Subjects
- Humans, Erythrocytes pathology, Erythrocytes metabolism, Erythrocytes, Abnormal pathology, Erythrocytes, Abnormal metabolism, Endothelium, Vascular pathology, Endothelium, Vascular metabolism, Mechanotransduction, Cellular, Endothelial Cells pathology, Endothelial Cells metabolism, Anemia, Sickle Cell pathology, Anemia, Sickle Cell blood, Erythrocyte Deformability, Inflammation pathology
- Abstract
Abstract: Sickle cell disease (SCD) is canonically characterized by reduced red blood cell (RBC) deformability, leading to microvascular obstruction and inflammation. Although the biophysical properties of sickle RBCs are known to influence SCD vasculopathy, the contribution of poor RBC deformability to endothelial dysfunction has yet to be fully explored. Leveraging interrelated in vitro and in silico approaches, we introduce a new paradigm of SCD vasculopathy in which poorly deformable sickle RBCs directly cause endothelial dysfunction via mechanotransduction, during which endothelial cells sense and pathophysiologically respond to aberrant physical forces independently of microvascular obstruction, adhesion, or hemolysis. We demonstrate that perfusion of sickle RBCs or pharmacologically-dehydrated healthy RBCs into small venule-sized "endothelialized" microfluidics leads to pathologic physical interactions with endothelial cells that directly induce inflammatory pathways. Using a combination of computational simulations and large venule-sized endothelialized microfluidics, we observed that perfusion of heterogeneous sickle RBC subpopulations with varying deformability, as well as suspensions of dehydrated normal RBCs admixed with normal RBCs, leads to aberrant margination of the less-deformable RBC subpopulations toward the vessel walls, causing localized, increased shear stress. Increased wall stress is dependent on the degree of subpopulation heterogeneity and oxygen tension and leads to inflammatory endothelial gene expression via mechanotransductive pathways. Our multifaceted approach demonstrates that the presence of sickle RBCs with reduced deformability leads directly to pathological physical (ie, direct collisions and/or compressive forces) and shear-mediated interactions with endothelial cells and induces an inflammatory response, thereby elucidating the ubiquity of vascular dysfunction in SCD., (© 2024 American Society of Hematology. Published by Elsevier Inc. All rights are reserved, including those for text and data mining, AI training, and similar technologies.)
- Published
- 2024
- Full Text
- View/download PDF
24. McArdle sign and neck flexion-induced change in central motor conduction in multiple sclerosis.
- Author
-
Hoffman EM, Brown L, Jolliffe E, Sechi E, Harmsen WS, Schilaty ND, and Weinshenker BG
- Abstract
Background: Rapidly reversible weakness with neck flexion (McArdle sign) is common in patients with multiple sclerosis (MS). The pathophysiology is unknown., Objective: To evaluate changes in central motor conduction time (CMCT) in patients with and without McArdle sign., Methods: We measured McArdle sign with a torque cell and CMCT with neck flexed and extended in patients with MS, other causes of myelopathy, and healthy controls., Results: CMCT was prolonged with neck flexion disproportionately in those with MS-associated myelopathy (MSAM) with prominent McArdle sign compared to MS patients with lesser degrees of McArdle sign, and to controls., Conclusion: McArdle sign may result from stretch-induced slowing of conduction due to demyelination., Competing Interests: Declaration of Conflicting InterestsThe author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
- Published
- 2024
- Full Text
- View/download PDF
25. Microfluidic Synthesis of Magnetic Nanoparticles for Biomedical Applications.
- Author
-
Yu Y, Zhang C, Yang X, Sun L, and Bian F
- Abstract
Magnetic nanoparticles have attracted great attention and become promising candidates in the biomedicine field due to their special physicochemical properties. They are generally divided into metallic and non-metallic magnetic nanoparticles, according to their compositions. Both of the two types have shown practical values in biomedicine applications, such as drug delivery, biosensing, bioimaging, and so on. Research efforts are devoted to the improvement of synthesis strategies to achieve magnetic nanoparticles with controllable morphology, diverse composition, active surface, or multiple functions. Taking high repeatability, programmable operation, precise fluid control, and simple device into account, the microfluidics system can expand the production scale and develop magnetic nanoparticles with desired features. This review will first describe different classifications of promising magnetic nanoparticles, followed by the advancements in microfluidic synthesis and the latest biomedical applications of these magnetic nanoparticles. In addition, the challenges and prospects of magnetic nanoparticles in the biomedical field are also discussed., (© 2024 Wiley‐VCH GmbH.)
- Published
- 2024
- Full Text
- View/download PDF
26. Prediction of muscular-invasive bladder cancer using multi-view fusion self-distillation model based on 3D T2-Weighted images.
- Author
-
Zou Y, Yu J, Cai L, Chen C, Meng R, Xiao Y, Fu X, Yang X, Liu P, and Lu Q
- Abstract
Objectives: Accurate preoperative differentiation between non-muscle-invasive bladder cancer (NMIBC) and muscle-invasive bladder cancer (MIBC) is crucial for surgical decision-making in bladder cancer (BCa) patients. MIBC diagnosis relies on the Vesical Imaging-Reporting and Data System (VI-RADS) in clinical using multi-parametric MRI (mp-MRI). Given the absence of some sequences in practice, this study aims to optimize the existing T2-weighted imaging (T2WI) sequence to assess MIBC accurately., Methods: We analyzed T2WI images from 615 BCa patients and developed a multi-view fusion self-distillation (MVSD) model that integrates transverse and sagittal views to classify MIBC and NMIBC. This 3D image classification method leverages z-axis information from 3D MRI volume, combining information from adjacent slices for comprehensive features extraction. Multi-view fusion enhances global information by mutually complementing and constraining information from the transverse and sagittal planes. Self-distillation allows shallow classifiers to learn valuable knowledge from deep layers, boosting feature extraction capability of the backbone and achieving better classification performance., Results: Compared to the performance of MVSD with classical deep learning methods and the state-of-the-art MRI-based BCa classification approaches, the proposed MVSD model achieves the highest area under the curve (AUC) 0.927 and accuracy (Acc) 0.880, respectively. DeLong's test shows that the AUC of the MVSD has statistically significant differences with the VGG16, Densenet, ResNet50, and 3D residual network. Furthermore, the Acc of the MVSD model is higher than that of the two urologists., Conclusions: Our proposed MVSD model performs satisfactorily distinguishing between MIBC and NMIBC, indicating significant potential in facilitating preoperative BCa diagnosis for urologists., (© 2024 Walter de Gruyter GmbH, Berlin/Boston.)
- Published
- 2024
- Full Text
- View/download PDF
27. Cascade-catalysed nanocarrier degradation for regulating metabolism homeostasis and enhancing drug penetration on breast cancer.
- Author
-
Zhang F, Cheng K, Zhang XS, Zhou S, Zou JH, Tian MY, Hou XL, Hu YG, Yuan J, Fan JX, Zhao YD, and Liu TC
- Subjects
- Animals, Female, Humans, Mice, Nanoparticles chemistry, Copper chemistry, Copper metabolism, Zeolites chemistry, Cell Line, Tumor, Antineoplastic Agents pharmacology, Antineoplastic Agents chemistry, Nitric Oxide metabolism, Apoptosis drug effects, Hyaluronic Acid chemistry, Mice, Inbred BALB C, Metal-Organic Frameworks chemistry, Catalysis, Glutathione metabolism, Drug Delivery Systems methods, Imidazoles, Breast Neoplasms drug therapy, Breast Neoplasms metabolism, Homeostasis drug effects, Drug Carriers chemistry, Tumor Microenvironment drug effects
- Abstract
The abnormal structure of tumor vascular seriously hinders the delivery and deep penetration of drug in tumor therapy. Herein, an integrated and tumor microenvironment (TME)-responsive nanocarrier is designed, which can dilate vessle and improve the drug penetration by in situ releasing nitric oxide (NO). Briefly, S-nitroso-glutathione (GSNO) and curcumin (Cur) were encapsulatd into the Cu-doped zeolite imidazole framework-8 (Cu-ZIF-8) and modified with hyaluronic acid. The nanocarrier degradation in the weakly acidic of TME releases Cu
2+ , then deplete overexpressed intratumourally glutathione and transformed into Cu+ , thus disrupting the balance between nicotinamide adenine dinucleotide phosphate and flavin adenine dinucleotide (NADPH/FAD) during the metabolism homeostasis of tumor. The Cu+ can generate highly toxic hydroxyl radical through the Fenton-like reaction, enhancing the chemodynamic therapeutic effect. In addition, Cu+ also decomposes GSNO to release NO by ionic reduction, leading to vasodilation and increased vascular permeability, significantly promoting the deep penetration of Cur in tumor. Afterwards, the orderly operation of cell cycle is disrupted and arrested in the S-phase to induce tumor cell apoptosis. Deep-hypothermia potentiated 2D/3D fluorescence imaging demonstrated nanocarrier regulated endogenous metabolism homeostasis of tumor. The cascade-catalysed multifunctional nanocarrier provides an approach to treat orthotopic tumor., (© 2024. The Author(s).)- Published
- 2024
- Full Text
- View/download PDF
28. KLF13 promotes SLE pathogenesis by modifying chromatin accessibility of key proinflammatory cytokine genes.
- Author
-
Wang A, Fairhurst AM, Liu K, Wakeland B, Barnes S, Malladi VS, Viswanathan K, Arana C, Dozmorov I, Singhar A, Du Y, Imam M, Moses A, Chen C, Sunkavalli A, Casco J, Rakheja D, Li QZ, Mohan C, Clayberger C, Wakeland EK, and Khan S
- Subjects
- Animals, Mice, Lupus Nephritis genetics, Lupus Nephritis immunology, Lupus Nephritis metabolism, Kruppel-Like Transcription Factors genetics, Kruppel-Like Transcription Factors metabolism, Mice, Inbred C57BL, Female, T-Lymphocytes immunology, T-Lymphocytes metabolism, Chemokine CCL5 genetics, Chemokine CCL5 metabolism, Genetic Predisposition to Disease, Myeloid Cells metabolism, Repressor Proteins, Cell Cycle Proteins, Cytokines metabolism, Cytokines genetics, Lupus Erythematosus, Systemic genetics, Lupus Erythematosus, Systemic immunology, Lupus Erythematosus, Systemic metabolism, Chromatin metabolism, Chromatin genetics, Mice, Knockout
- Abstract
Although significant progress has been achieved in elucidating the genetic architecture of systemic lupus erythematosus (SLE), identifying genes underlying the pathogenesis has been challenging. The NZM2410-derived lupus susceptibility Sle3 locus is associated with T cell hyperactivity and activated myeloid cells. However, candidate genes associated with these phenotypes have not been identified. Here, we narrow the Sle3 locus to a smaller genomic segment (Sle3k) and show that mice carrying Sle3k and Sle1 loci developed lupus nephritis. We identify Klf13 as the primary candidate gene that is associated with genome-wide transcription changes resulting in higher levels of proinflammatory cytokines, enhanced T cell activation, and hyperresponsiveness of myeloid cells. Correspondingly, Klf13
-/- mice display repression of genes involved in mediating immune activation, including key proinflammatory cytokines/chemokines in T cells and dysregulation in cytokine signaling pathways in myeloid cells in response to toll receptor ligands. Klf13 upregulation is associated with increased production of RANTES, a key chemokine in lupus nephritis, in activated T cells and the kidneys of lupus-prone mice. In sum, our findings reveal Klf13 as a key gene in the Sle3 interval in mediating lupus pathogenesis that may have implications in the rational design of new therapies for SLE., (© 2024. The Author(s).)- Published
- 2024
- Full Text
- View/download PDF
29. AMFR-mediated Flavivirus NS2A ubiquitination subverts ER-phagy to augment viral pathogenicity.
- Author
-
Zhang L, Wang H, Han C, Dong Q, Yan J, Guo W, Shan C, Zhao W, Chen P, Huang R, Wu Y, Chen Y, Qin Y, and Chen M
- Subjects
- Animals, Humans, Mice, HEK293 Cells, Autophagy, Membrane Proteins metabolism, Membrane Proteins genetics, Brain virology, Brain metabolism, Brain pathology, Intracellular Signaling Peptides and Proteins metabolism, Intracellular Signaling Peptides and Proteins genetics, Flavivirus pathogenicity, Flavivirus genetics, Flavivirus metabolism, Microcephaly virology, Microcephaly genetics, Microcephaly metabolism, Female, Virulence, Ubiquitination, Endoplasmic Reticulum metabolism, Endoplasmic Reticulum virology, Zika Virus pathogenicity, Zika Virus genetics, Zika Virus physiology, Viral Nonstructural Proteins metabolism, Viral Nonstructural Proteins genetics, Zika Virus Infection virology, Zika Virus Infection metabolism, Virus Replication, Ubiquitin-Protein Ligases metabolism, Ubiquitin-Protein Ligases genetics
- Abstract
Flaviviruses strategically utilize the endoplasmic reticulum (ER) in their replication cycles. However, the role of ER autophagy (ER-phagy) in viral replication process remains poorly understood. Here, we reveal that prolonged Zika virus (ZIKV) infection results from the degradation of ER-phagy receptor FAM134B, facilitated by viral NS2A protein. Mechanistically, ER-localized NS2A undergoes K48-linked polyubiquitination at lysine (K) 56 by E3 ligase AMFR. Ubiquitinated NS2A binds to FAM134B and AMFR orchestrates the degradation of NS2A-FAM134B complexes. AMFR-catalyzed NS2A ubiquitination not only targets FAM134B degradation but also hinders the FAM134B-AMFR axis. Notably, a recombinant ZIKV mutant (ZIKV-NS2A
K56R ), lacking ubiquitination and ER-phagy inhibition, exhibits attenuation in ZIKV-induced microcephalic phenotypes in human brain organoids and replicates less efficiently, resulting in weakened pathogenesis in mouse models. In this work, our mechanistic insights propose that flaviviruses manipulate ER-phagy to modulate ER turnover, driving viral infection. Furthermore, AMFR-mediated flavivirus NS2A ubiquitination emerges as a potential determinant of viral pathogenecity., (© 2024. The Author(s).)- Published
- 2024
- Full Text
- View/download PDF
30. Node-RADS: a systematic review and meta-analysis of diagnostic performance, category-wise malignancy rates, and inter-observer reliability.
- Author
-
Zhong J, Mao S, Chen H, Wang Y, Yin Q, Cen Q, Lu J, Yang J, Hu Y, Xing Y, Liu X, Ge X, Jiang R, Song Y, Lu M, Chu J, Zhang H, Zhang G, Ding D, and Yao W
- Abstract
Objective: To perform a systematic review and meta-analysis to estimate diagnostic performance, category-wise malignancy rates, and inter-observer reliability of Node Reporting and Data System 1.0 (Node-RADS)., Methods: Five electronic databases were systematically searched for primary studies on the use of Node-RADS to report the possibility of cancer involvement of lymph nodes on CT and MRI from January 1, 2021, until April 15, 2024. The study quality was assessed by modified Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) and Quality Appraisal of Diagnostic Reliability (QAREL) tools. The diagnostic accuracy was estimated with bivariate random-effects model, while the pooled category-wise malignancy rates were obtained with random-effects model., Results: Six Node-RADS-CT studies and three Node-RADS-MRI studies covering nine types of cancer were included. The study quality was mainly damaged by inappropriate index test and unknown timing according to QUADAS-2, and unclear blindness during the rating process according to QAREL. The area under hierarchical summary receiver operating characteristic curve (95% conventional interval) was 0.92 (0.89-0.94) for Node-RADS ≥ 3 as positive and 0.91 (0.88-0.93) for Node-RADS ≥ 4 as positive, respectively. The pooled malignancy rates (95% CIs) of Node-RADS 1 to 5 were 4% (0-10%), 31% (9-58%), 55% (34-75%), 89% (73-99%), and 100% (97-100%), respectively. The inter-observer reliability of five studies was interpreted as fair to substantial., Conclusion: Node-RADS presented a promising diagnostic performance with an increasing probability of malignancy along higher category. However, the evidence for inter-observer reliability of Node-RADS is insufficient, and may hinder its implementation in clinical practice for lymph node assessment., Key Points: Question Node-RADS is designed for structured reporting of the possibility of cancer involvement of lymph nodes, but the evidence supporting its application has not been summarized. Findings Node-RADS presented diagnostic performance with AUC of 0.92, and malignancy rates for categories 1-5 ranged from 4% to 100%, while the inter-observer reliability was unclear. Clinical relevance Node-RADS is a useful tool for structured reporting of the possibility of cancer involvement of lymph nodes with high diagnostic performance and appropriate malignancy rate for each category, but unclear inter-observer reliability may hinder its implementation in clinical practice., (© 2024. The Author(s).)
- Published
- 2024
- Full Text
- View/download PDF
31. Development of a rapid, culture-free, universal microbial identification system using internal transcribed spacer targeting primers.
- Author
-
Asthana V, Nieves EM, Bugga P, Smith C, Dunn T, Narayanasamy S, Dickson RP, and VanEpps JS
- Abstract
The indiscriminate administration of broad-spectrum antibiotics is a primary contributor to the increasing prevalence of antibiotic resistance. Unfortunately, culture, the gold standard for bacterial identification is a time intensive process. Due to this extended diagnostic period, broad-spectrum antibiotics are generally prescribed to prevent poor outcomes. To overcome the deficits of culture-based methods, we have developed a rapid universal bacterial identification system. The platform utilizes a unique universal polymerase chain reaction (PCR) primer set that targets the internal transcribed spacer (ITS) regions between conserved bacterial genes, creating a distinguishable amplicon signature for every bacterial species. Bioinformatic simulation demonstrates that at least 45 commonly isolated pathogenic species can be uniquely identified using this approach. We experimentally confirmed these predictions on a representative set of pathogenic bacterial species. We also show that the system can determine the corresponding concentration of each pathogen. Finally, we validated performance in clinical urinary tract infection samples., (© The Author(s) 2024. Published by Oxford University Press on behalf of Infectious Diseases Society of America. All rights reserved. For commercial re-use, please contact reprints@oup.com for reprints and translation rights for reprints. All other permissions can be obtained through our RightsLink service via the Permissions link on the article page on our site—for further information please contact journals.permissions@oup.com.)
- Published
- 2024
- Full Text
- View/download PDF
32. A flexible plasmonic substrate for sensitive surface-enhanced Raman scattering-based detection of fentanyl.
- Author
-
Hsu YT, Lin SH, and Liu KK
- Abstract
In this work, we demonstrate a straightforward and versatile approach for fabricating flexible SERS substrates for highly sensitive fentanyl detection. Our design strategy integrates the synthesis of a yolk-shell structured plasmonic nanomaterial with a flexible cellulose substrate. The resulting SERS platform demonstrates excellent sensing capabilities, achieving a fentanyl detection limit as low as 4.89 ng mL
-1 .- Published
- 2024
- Full Text
- View/download PDF
33. A Pro-Angiogenic Immunoprotective Membrane for Cell Therapies.
- Author
-
Wang H, Duan C, Luo R, Liu Y, Tong O, Demski J, Rivnay J, and Ameer GA
- Abstract
Immunoisolation strategies that rely on porous membranes play an important role in cell transplantation therapies to protect cells from the host's immune system. These membranes must possess immunoprotective properties while facilitating the transport of nutrients and cell products to maintain the functional integrity of encapsulated cells. An easy and scalable process is described to fabricate a dual function porous polymeric membrane that shields cells against immune cell attack and promotes vascularization to address the nutritional and oxygen requirements of transplanted cells. The fabrication process results in a membrane cross-section with a gradient of nanopores to micropores that support cell immunoisolation and interfacial vascularization requirements, respectively. The membranes demonstrate excellent cell compatibility and effectively prevent T cell transmigration without compromising glucose diffusion and oxygen permeability. In a murine subcutaneous implantation model, membranes are stable for 60 days and exhibit significantly reduced fibrous capsules, with enhanced vascularization near the membrane. These porous polymeric membranes can potentially be used as pro-angiogenic immunoprotective membranes for cell transplantation applications where maximizing cell viability and function is of critical importance., (© 2024 The Author(s). Advanced Healthcare Materials published by Wiley‐VCH GmbH.)
- Published
- 2024
- Full Text
- View/download PDF
34. Predicting synthetic mRNA stability using massively parallel kinetic measurements, biophysical modeling, and machine learning.
- Author
-
Cetnar DP, Hossain A, Vezeau GE, and Salis HM
- Subjects
- Kinetics, Escherichia coli genetics, Escherichia coli metabolism, Protein Biosynthesis, Ribosomes metabolism, RNA, Bacterial chemistry, RNA, Bacterial genetics, RNA, Bacterial metabolism, Nucleic Acid Conformation, Machine Learning, RNA, Messenger metabolism, RNA, Messenger genetics, RNA, Messenger chemistry, RNA Stability
- Abstract
mRNA degradation is a central process that affects all gene expression levels, though it remains challenging to predict the stability of a mRNA from its sequence, due to the many coupled interactions that control degradation rate. Here, we carried out massively parallel kinetic decay measurements on over 50,000 bacterial mRNAs, using a learn-by-design approach to develop and validate a predictive sequence-to-function model of mRNA stability. mRNAs were designed to systematically vary translation rates, secondary structures, sequence compositions, G-quadruplexes, i-motifs, and RppH activity, resulting in mRNA half-lives from about 20 seconds to 20 minutes. We combined biophysical models and machine learning to develop steady-state and kinetic decay models of mRNA stability with high accuracy and generalizability, utilizing transcription rate models to identify mRNA isoforms and translation rate models to calculate ribosome protection. Overall, the developed model quantifies the key interactions that collectively control mRNA stability in bacterial operons and predicts how changing mRNA sequence alters mRNA stability, which is important when studying and engineering bacterial genetic systems., (© 2024. The Author(s).)
- Published
- 2024
- Full Text
- View/download PDF
35. Covalent Attachment of Functional Proteins to Microfiber Surfaces via a General Strategy for Site-Selective Tetrazine Ligation.
- Author
-
Ramaraj PK, Pol M, Scinto SL, Jia X, and Fox JM
- Abstract
Surface modification of materials with proteins has various biological applications, and hence the methodology for surface modification needs to accommodate a wide range of proteins that differ in structure, size, and function. Presented here is a methodology that uses the Affinity Bioorthogonal Chemistry (ABC) tag, 3-(2-pyridyl)-6-methyltetrazine (PyTz), for the site-selective modification and purification of proteins and subsequent attachment of the protein to trans -cyclooctene (TCO)-functionalized hydrogel microfibers. This method of surface modification is shown to maintain the functionality of the protein after conjugation with proteins of varying size and functionalities, namely, HaloTag, NanoLuc luciferase (NanoLuc), and fibronectin type III domains 9-10 (FNIII 9-10). The method also supports surface modification with multiple proteins, which is shown by the simultaneous conjugation of HaloTag and NanoLuc on the microfiber surface. The ability to control the relative concentrations of multiple proteins presented on the surface is shown with the use of HaloTag and superfolder GFP (sfGFP). This application of the ABC-tagging methodology expands on existing surface modification methods and provides flexibility in the site-selective protein conjugation methods used along with the rapid kinetics of tetrazine ligation.
- Published
- 2024
- Full Text
- View/download PDF
36. Optical tweezer-assisted cell pairing and fusion for somatic cell nuclear transfer within an open microchannel.
- Author
-
Zhang Y, Zhao H, Chen Z, Liu Z, Huang H, Qu Y, Liu Y, Sun M, Sun D, and Zhao X
- Abstract
Somatic cell nuclear transfer (SCNT), referred to as somatic cell cloning, is a pivotal biotechnological technique utilized across various applications. Although robotic SCNT is currently available, the subsequent oocyte electrical activation/reconstructed embryo electrofusion is still manually completed by skilled operators, presenting challenges in efficient manipulation due to the uncontrollable positioning of the reconstructed embryo. This study introduces a robotic SCNT-electrofusion system to enable high-precision batch SCNT cloning. The proposed system integrates optical tweezers and microfluidic technologies. An optical tweezer is employed to facilitate somatic cells in precisely reaching the fusion site, and a specific polydimethylsiloxane (PDMS) chip is designed to assist in positioning and pairing oocytes and somatic cells. Enhancement in the electric field distribution between two parallel electrodes by PDMS pillars significantly reduces the required external voltage for electrofusion/electrical activation. We employed porcine oocytes and porcine fetal fibroblasts for SCNT experiments. The experimental results show that 90.56% of oocytes successfully paired with somatic cells to form reconstructed embryos, 76.43% of the reconstructed embryos successfully fused, and 70.55% of these embryos underwent cleavage. It demonstrates that the present system achieves the robotic implementation of oocyte electrical activation/reconstructed embryo electrofusion. By leveraging the advantages of batch operations using microfluidics, it proposes an innovative robotic cloning procedure that scales embryo cloning.
- Published
- 2024
- Full Text
- View/download PDF
37. Decreased DNA density is a better indicator of a nuclear bleb than lamin B loss.
- Author
-
Bunner S, Prince K, Pujadas Liwag EM, Eskndir N, Srikrishna K, McCarthy AA, Kuklinski A, Jackson O, Pellegrino P, Jagtap S, Eweka I, Lawlor C, Eastin E, Yas G, Aiello J, LaPointe N, von Blucher IS, Hardy J, Chen J, Figueroa S, Backman V, Janssen A, Packard M, Dorfman K, Almassalha L, Seifu Bahiru M, and Stephens AD
- Abstract
Nuclear blebs are herniations of the nucleus that occur in diseased nuclei that cause nuclear rupture leading to cellular dysfunction. Chromatin and lamins are two of the major structural components of the nucleus that maintain its shape and function, but their relative roles in nuclear blebbing remain elusive. To determine the composition of nuclear blebs, we compared the immunofluorescence intensity of DNA and lamin B in the main nucleus body to the nuclear bleb across cell types and perturbations. DNA density in the nuclear bleb was consistently decreased to about half of the nuclear body while lamin B levels in the nuclear bleb varied widely. Partial Wave Spectroscopic (PWS) microscopy recapitulated significantly decreased likelihood of high-density domains in the nuclear bleb versus body, independent of lamin B. Time lapse imaging into immunofluorescence reveals that decreased DNA density marks all nuclear blebs while decreased lamin B1 levels only occur in blebs that have recently ruptured. Thus, decreased DNA density is a better marker of a nuclear bleb than lamin B level., (© 2024. Published by The Company of Biologists Ltd.)
- Published
- 2024
- Full Text
- View/download PDF
38. A stimulus responsive microneedle-based drug delivery system for cancer therapy.
- Author
-
Tang H, Cheng X, Liang L, Chen BZ, Liu C, and Wang Y
- Abstract
The intricate nature of the tumor microenvironment (TME) results in the inefficient delivery of anticancer drugs within tumor tissues, significantly compromising the therapeutic effect of cancer treatment. To address this issue, transdermal drug delivery microneedles (MNs) with high mechanical strength have emerged. Such MNs penetrate the skin barrier, enabling efficient drug delivery to tumor tissues. This approach enhances drug bioavailability, while also mitigating concerns such as liver and kidney toxicity associated with intravenous and oral drug administration. Notably, stimulus responsive MNs designed for drug delivery have the capacity to respond to various biological signals and pathological changes. This adaptability enables them to exert therapeutic effects within the TME, exploiting biochemical variations and tailoring treatment strategies to suit tumor characteristics. The present review surveys recent advancements in responsive MN systems. This comprehensive analysis serves as a valuable reference for the prospective application of smart MN drug delivery systems in cancer therapy.
- Published
- 2024
- Full Text
- View/download PDF
39. Video Head Impulse Test Coherence Predicts Vertigo Recovery in Sudden Sensorineural Hearing Loss with Vertigo.
- Author
-
Lin SC, Lin MY, Kang BH, Lin YS, Liu YH, Yin CY, Lin PS, and Lin CW
- Abstract
Objective: The labyrinthitis poses inferior quality of life with prolonged vestibular symptoms in patients with sudden sensorineural hearing loss with vertigo (SSNHLV). This study utilized a novel coherence analysis in video head impulse test (vHIT) to investigate vertigo outcomes in SSNHLV patients., Methods: A retrospective review included 48 SSNHLV patients completing high-dose steroid treatment between December 2016 and April 2023, and 38 healthy volunteers were prospectively enrolled between November 2022 and April 2023 in our academic tertiary referral center. Magnitude-squared wavelet coherence was measured between eye and head velocities in vHIT to represent the degree of correlation across different frequency bands. Vertigo recovery, assessed by visual analog scale equal to zero at 2 weeks and 2 months, was analyzed using a multivariable Cox regression model., Results: The VAS among patients with SSNHLV was 5.73 ± 2.45 (mean ± standard deviation). Higher coherent frequencies in the horizontal semicircular canal (SCC), posterior SCC, mean, and minimal coherent frequencies of all three SCCs combined were significantly associated with early complete vertigo remission at two weeks post-treatment. In the multivariate analysis, the minimal coherent frequency among the three SCCs emerged as an independent factor (hazard ratio [HR] 2.040, 95% confidence interval [CI] 1.776-2.304). At two months post-treatment, in addition to the previously significant parameters, vestibulo-ocular reflex (VOR) abnormality in the posterior SCC, gains in the horizontal and posterior SCCs, total and overt saccades in the horizontal SCC, coherent frequency in the anterior SCC, and mean VOR gain of all three SCCs combined were also statistically significantly related to total vertigo relief., Conclusion: The greater minimal coherent frequency among the three SCCs was a strong factor contributing to earlier relief of vertigo in patients with SSNHLV. Coherence analysis in vHIT may be more sensitive than time series analysis for evaluating vertigo prognosis prediction.
- Published
- 2024
- Full Text
- View/download PDF
40. Bioelastic state recovery for haptic sensory substitution.
- Author
-
Flavin MT, Ha KH, Guo Z, Li S, Kim JT, Saxena T, Simatos D, Al-Najjar F, Mao Y, Bandapalli S, Fan C, Bai D, Zhang Z, Zhang Y, Flavin E, Madsen KE, Huang Y, Emu L, Zhao J, Yoo JY, Park M, Shin J, Huang AG, Shin HS, Colgate JE, Huang Y, Xie Z, Jiang H, and Rogers JA
- Abstract
The rich set of mechanoreceptors found in human skin
1,2 offers a versatile engineering interface for transmitting information and eliciting perceptions3,4 , potentially serving a broad range of applications in patient care5 and other important industries6,7 . Targeted multisensory engagement of these afferent units, however, faces persistent challenges, especially for wearable, programmable systems that need to operate adaptively across the body8-11 . Here we present a miniaturized electromechanical structure that, when combined with skin as an elastic, energy-storing element, supports bistable, self-sensing modes of deformation. Targeting specific classes of mechanoreceptors as the basis for distinct, programmed sensory responses, this haptic unit can deliver both dynamic and static stimuli, directed as either normal or shear forces. Systematic experimental and theoretical studies establish foundational principles and practical criteria for low-energy operation across natural anatomical variations in the mechanical properties of human skin. A wireless, skin-conformable haptic interface, integrating an array of these bistable transducers, serves as a high-density channel capable of rendering input from smartphone-based 3D scanning and inertial sensors. Demonstrations of this system include sensory substitution designed to improve the quality of life for patients with visual and proprioceptive impairments., (© 2024. The Author(s), under exclusive licence to Springer Nature Limited.)- Published
- 2024
- Full Text
- View/download PDF
41. Smartphone-Based Cognitive Behavioral Therapy and Customized Sound Therapy for Tinnitus: A Randomized Controlled Trial.
- Author
-
Goshtasbi K, Tawk K, Khosravi P, Abouzari M, and Djalilian HR
- Abstract
Objective: To evaluate the efficacy of a smartphone-based application providing tinnitus-specific cognitive behavioral therapy and customized sound therapy for tinnitus., Methods: In a prospective randomized controlled trial, the treatment group participated in daily sound therapy and weekly interactive CBT modules, and the control group did not receive the program (waitlisted). Outcome measures after 8 weeks included the Tinnitus Functional Index (TFI), Generalized Anxiety Disorder (GAD-7), Patient Health Questionnaire (PHQ-9), Perceived Stress Scale (PSS), and Pittsburgh Sleep Quality Index (PSQI)., Results: Ninety-two patients (mean age = 57.2 ± 11.9 years) were included. The treatment (n = 47) and control (n = 45) cohorts had similar TFI, PHQ-9, GAD-7, PSS, and PSQI scores at presentation (all P > .05). Treatment-group patients had significantly higher improvements than controlled patients in their TFI (16.7 ± 14.9 vs 1.9 ± 10.8, P < .001), PHQ-9 (1.9 ± 4.2 vs -0.7 ± 3.4, P = .002), GAD-7 (1.1 ± 3.6 vs -0.9 ± 3.3, P = .009), and PSQI scores (2.5 ± 3.2 vs -1.1 ± 2.1, P < .001). Treatment-group subjects also significantly improved in 7 of the 8 TFI domains (all P < .05). TFI improvements of ≥20 occurred in 18 (38.3%) treatment subjects. Of the 9 treatment-group patients presenting with moderate-severe depression, 4 (44.4%) improved to minimal depression. Of the 4 treatment-group patients with moderate-severe anxiety, 2 (50.0%) improved to minimal anxiety. Of the 17 treatment-group patients with moderate-severe sleep difficulties, 10 (55.6%) had considerable sleep improvement., Conclusion: This novel smartphone application providing cognitive behavioral therapy and customized sound therapy was effective in reducing symptom severity and improving anxiety, sleep, and mood for tinnitus patients., Competing Interests: Declaration of Conflicting InterestsThe author(s) declared the following potential conflicts of interest with respect to the research, authorship, and/or publication of this article: Hamid R. Djalilian holds equity in MindSet Technologies, Elinava Technologies, and Cactus Medical LLC.
- Published
- 2024
- Full Text
- View/download PDF
42. Enhanced inhibitory input to triceps brachii in humans with spinal cord injury.
- Author
-
Butler CLP, Sangari S, Chen B, and Perez MA
- Abstract
Most individuals with cervical spinal cord injury (SCI) show increased muscle weakness in the elbow extensor compared to elbow flexor muscles. Although this is a well-known functional deficit, the underlying neural mechanisms remain poorly understood. To address this question, we measured the suppression of voluntary electromyographic activity (svEMG; a measurement thought to reflect changes in intracortical inhibition) by applying low-intensity transcranial magnetic stimulation over the arm representation of the primary motor cortex during 10% of isometric maximal voluntary contraction (MVC) into elbow flexion or extension in individuals with and without chronic cervical SCI. We found that the svEMG latency and duration were not different between the biceps and triceps brachii in controls but prolonged in the triceps in individuals with SCI. The svEMG area was larger in the triceps compared to the biceps in both groups and further increased in SCI participants, suggesting a pronounced intracortical inhibitory input during elbow extension. A negative correlation was found between svEMG area and MVCs indicating that control and SCI participants with lower svEMG area had larger MVCs. The svEMG area was not different between 5% and 30% of MVC, making it less probable that differences in muscle strength between groups contributed to our results. These findings support the existence of strong inhibitory input to corticospinal projections controlling elbow extensor compared to flexor muscles, which is more pronounced after chronic cervical SCI. KEY POINTS: After cervical spinal cord injury (SCI), people often recover function in elbow flexor, but much less in elbow extensor muscles. The neural mechanisms contributing to this difference remain unknown. We measured the suppression of voluntary electromyographic activity (svEMG) elicited through low-intensity transcranial magnetic stimulation of the primary motor cortex (assumed to reflect changes in intracortical inhibition) in the biceps and triceps muscles in controls and individuals with cervical chronic incomplete SCI. We found increased svEMG area in the triceps compared to the biceps in controls and SCI participants, with this measurement being even more pronounced in the triceps after SCI. The svEMG area correlated with maximal voluntary contraction values in both groups, suggesting the people with lesser inhibition had larger motor output. Our results support the presence of strong cortical inhibitory input to corticospinal projections controlling elbow extensor compared to elbow flexors muscles after cervical SCI., (© 2024 The Authors. The Journal of Physiology © 2024 The Physiological Society.)
- Published
- 2024
- Full Text
- View/download PDF
43. Pneumococcal extracellular vesicles mediate horizontal gene transfer via the transformation machinery.
- Author
-
Werner Lass S, Smith BE, Camphire S, Eutsey RA, Prentice JA, Yerneni SS, Arun A, Bridges AA, Rosch JW, Conway JF, Campbell P, and Hiller NL
- Abstract
Bacterial cells secrete extracellular vesicles (EVs), the function of which is a matter of intense investigation. Here, we show that the EVs secreted by the human pathogen Streptococcus pneumoniae (pneumococcus) are associated with bacterial DNA on their surface and can deliver this DNA to the transformation machinery of competent cells. These findings suggest that EVs contribute to gene transfer in Gram-positive bacteria and, in doing so, may promote the spread of drug resistance genes in the population.IMPORTANCEThis work extends our understanding of horizontal gene transfer and the roles of extracellular vesicles in pneumococcus. This bacterium serves as the model for transformation, a process by which bacteria can take up naked DNA from the environment. Here, we show that extracellular vesicles secreted by the pneumococcus have DNA on their surface and that this DNA can be imported by the transformation machinery, facilitating gene transfer. Understanding EV-mediated gene transfer may provide new avenues to manage the spread of antibiotic drug resistance.
- Published
- 2024
- Full Text
- View/download PDF
44. Corticospinal and corticoreticulospinal projections have discrete but complementary roles in chronic motor behaviors after stroke.
- Author
-
Taga M, Hong YNG, Charalambous CC, Raju S, Hayes L, Lin J, Zhang Y, Shao Y, Houston M, Zhang Y, Mazzoni P, Roh J, and Schambra HM
- Abstract
After corticospinal tract (CST) stroke, several motor deficits can emerge in the upper extremity (UE), including diminished muscle strength, motor control, and muscle individuation. Both the ipsilesional CST and contralesional corticoreticulospinal tract (CReST) innervate the paretic UE, but their relationship to motor behaviors after stroke remains uncertain. In this cross-sectional study of 15 chronic stroke and 28 healthy subjects, we examined two questions: whether the ipsilesional CST and contralesional CReST differentially relate to chronic motor behaviors in the paretic arm and hand, and whether the severity of motor deficits differ by proximal versus distal location. In the paretic biceps and first dorsal interosseous muscles, we therefore used transcranial magnetic stimulation to measure the projection strengths of the ipsilesional CST and contralesional CReST. We also used quantitative testing to measure strength, motor control, and muscle individuation in each muscle. Stroke subjects had comparable muscle strength to healthy subjects but poorer motor control and muscle individuation. In both muscles, stronger ipsilesional CST projections related to better motor control, whereas stronger contralesional CReST projections related to better muscle strength. Stronger CST projections related to better individuation in the biceps alone. The severity of motor control and individuation deficits was comparable in the arm and hand. These findings suggest that the ipsilesional CST and contralesional CReST have specialized but complementary roles in motor behaviors of the paretic arm and hand. They also suggest that deficits in motor control or muscle individuation are not segmentally biased, underscoring the functional reach and efficacy of the pathways.
- Published
- 2024
- Full Text
- View/download PDF
45. Engineered self-regulating macrophages for targeted anti-inflammatory drug delivery.
- Author
-
Klimak M, Cimino A, Lenz KL, Springer LE, Collins KH, Harasymowicz NS, Xu N, Pham CTN, and Guilak F
- Subjects
- Animals, Mice, Interleukin 1 Receptor Antagonist Protein genetics, Mice, Inbred C57BL, Arthritis, Experimental drug therapy, Arthritis, Experimental metabolism, Arthritis, Experimental immunology, Arthritis, Experimental genetics, Cells, Cultured, Humans, Macrophages metabolism, Macrophages drug effects, Arthritis, Rheumatoid drug therapy, Arthritis, Rheumatoid metabolism, Arthritis, Rheumatoid genetics, Drug Delivery Systems methods, Anti-Inflammatory Agents pharmacology
- Abstract
Background: Rheumatoid arthritis (RA) is a systemic autoimmune disease characterized by increased levels of inflammation that primarily manifests in the joints. Macrophages act as key drivers for the progression of RA, contributing to the perpetuation of chronic inflammation and dysregulation of pro-inflammatory cytokines such as interleukin 1 (IL-1). The goal of this study was to develop a macrophage-based cell therapy for biologic drug delivery in an autoregulated manner., Methods: For proof-of-concept, we developed "smart" macrophages to mitigate the effects of IL-1 by delivering its inhibitor, IL-1 receptor antagonist (IL-1Ra). Bone marrow-derived macrophages were lentivirally transduced with a synthetic gene circuit that uses an NF-κB inducible promoter upstream of either the Il1rn or firefly luciferase transgenes. Two types of joint like cells were utilized to examine therapeutic protection in vitro, miPSCs derived cartilage and isolated primary mouse synovial fibroblasts while the K/BxN mouse model of RA was utilized to examine in vivo therapeutic protection., Results: These engineered macrophages were able to repeatably produce therapeutic levels of IL-1Ra that could successfully mitigate inflammatory activation in co-culture with both tissue-engineered cartilage constructs and synovial fibroblasts. Following injection in vivo, macrophages homed to sites of inflammation and mitigated disease severity in the K/BxN mouse model of RA., Conclusion: These findings demonstrate the successful development of engineered macrophages that possess the ability for controlled, autoregulated production of IL-1 based on inflammatory signaling such as via the NF-κB pathway to mitigate the effects of this cytokine for applications in RA or other inflammatory diseases. This system provides proof of concept for applications in other immune cell types as self-regulating delivery systems for therapeutic applications in a range of diseases., (© 2024. The Author(s).)
- Published
- 2024
- Full Text
- View/download PDF
46. A multi-objective optimal control approach to motor strategy changes in older people with mild cognitive impairment during obstacle crossing.
- Author
-
Lu TW, Lu SH, Yu CH, Wu KW, and Kuan YC
- Subjects
- Humans, Aged, Female, Male, Psychomotor Performance physiology, Biomechanical Phenomena, Aged, 80 and over, Accidental Falls prevention & control, Energy Metabolism physiology, Cognitive Dysfunction physiopathology, Postural Balance physiology
- Abstract
Background: Mild cognitive impairment (MCI) may lead to difficulty maintaining postural stability and balance during locomotion. This heightened susceptibility to falls is particularly evident during tasks such as obstacle negotiation, which demands efficient motor planning and reallocation of attentional resources. This study proposed a multi-objective optimal control (MOOC) technique to assess the changes in motor control strategies during obstacle negotiation in older people affected by amnestic MCI., Methods: Motion data from 12 older adults with MCI and 12 controls when crossing obstacles were measured using a motion capture system, and used to obtain the control strategy of obstacle-crossing as the best compromise between the conflicting objectives of the MOOC problem, i.e., minimising mechanical energy expenditure and maximising foot-obstacle clearance. Comparisons of the weighting sets between groups and obstacle heights were performed using a two-way analysis of variance with a significance level of 0.05., Results: Compared to the controls, the MCI group showed significantly lower best-compromise weightings for mechanical energy expenditure but greater best-compromise weightings for both heel- and toe-obstacle clearances. This altered strategy involved a trade-off, prioritising maximising foot-obstacle clearance at the expense of increased mechanical energy expenditure. The MCI group could successfully navigate obstacles with a normal foot-obstacle clearance but at the cost of higher mechanical energy expenditure., Conclusions: MCI alters the best-compromise strategy between minimising mechanical energy expenditure and maximising foot-obstacle clearances for obstacle-crossing in older people. These findings provide valuable insights into how MCI impacts motor tasks and offer potential strategies for mitigating fall risks in individuals with MCI. Moreover, this approach could serve as an assessment tool for early diagnosis and a more precise evaluation of disease progression. It may also have applications for individuals with impairments in other cognitive domains., (© 2024. The Author(s).)
- Published
- 2024
- Full Text
- View/download PDF
47. Human immune organoids to decode B cell response in healthy donors and patients with lymphoma.
- Author
-
Zhong Z, Quiñones-Pérez M, Dai Z, Juarez VM, Bhatia E, Carlson CR, Shah SB, Patel A, Fang Z, Hu T, Allam M, Hicks SL, Gupta M, Gupta SL, Weeks E, Vagelos SD, Molina A, Mulero-Russe A, Mora-Boza A, Joshi DJ, Sekaly RP, Sulchek T, Goudy SL, Wrammert J, Roy K, Boss JM, Coskun AF, Scharer CD, García AJ, Koff JL, and Singh A
- Abstract
Antibodies are produced when naive B cells differentiate into plasma cells within germinal centres (GCs) of lymphoid tissues. Patients with B cell lymphoma on effective immunotherapies exhibit diminished antibody production, leading to higher infection rates and reduced vaccine efficacy, even after B cell recovery. Current ex vivo models fail to sustain long-term GC reactions and effectively test B cell responses. Here we developed synthetic hydrogels mimicking the lymphoid tissue microenvironment, enabling human GCs from tonsils and peripheral blood mononuclear cell-derived B cells. Immune organoids derived from peripheral blood mononuclear cells maintain GC B cells and plasma cells longer than tonsil-derived ones and exhibit unique B cell programming, including GC compartments, somatic hypermutation, immunoglobulin class switching and B cell clones. Chemical inhibition of transcriptional and epigenetic processes enhances plasma cell formation. While integrating polarized CXCL12 protein in a lymphoid organ-on-chip modulates GC responses in healthy donor B cells, it fails with B cells derived from patients with lymphoma. Our system allows rapid, controlled modelling of immune responses and B cell disorders., (© 2024. The Author(s), under exclusive licence to Springer Nature Limited.)
- Published
- 2024
- Full Text
- View/download PDF
48. Anatomic Interpretability in Neuroimage Deep Learning: Saliency Approaches for Typical Aging and Traumatic Brain Injury.
- Author
-
Guo KH, Chaudhari NN, Jafar T, Chowdhury NF, Bogdan P, and Irimia A
- Abstract
The black box nature of deep neural networks (DNNs) makes researchers and clinicians hesitant to rely on their findings. Saliency maps can enhance DNN explainability by suggesting the anatomic localization of relevant brain features. This study compares seven popular attribution-based saliency approaches to assign neuroanatomic interpretability to DNNs that estimate biological brain age (BA) from magnetic resonance imaging (MRI). Cognitively normal (CN) adults (N = 13,394, 5,900 males; mean age: 65.82 ± 8.89 years) are included for DNN training, testing, validation, and saliency map generation to estimate BA. To study saliency robustness to the presence of anatomic deviations from normality, saliency maps are also generated for adults with mild traumatic brain injury (mTBI, N = 214, 135 males; mean age: 55.3 ± 9.9 years). We assess saliency methods' capacities to capture known anatomic features of brain aging and compare them to a surrogate ground truth whose anatomic saliency is known a priori. Anatomic aging features are identified most reliably by the integrated gradients method, which outperforms all others through its ability to localize relevant anatomic features. Gradient Shapley additive explanations, input × gradient, and masked gradient perform less consistently but still highlight ubiquitous neuroanatomic features of aging (ventricle dilation, hippocampal atrophy, sulcal widening). Saliency methods involving gradient saliency, guided backpropagation, and guided gradient-weight class attribution mapping localize saliency outside the brain, which is undesirable. Our research suggests the relative tradeoffs of saliency methods to interpret DNN findings during BA estimation in typical aging and after mTBI., (© 2024. The Author(s).)
- Published
- 2024
- Full Text
- View/download PDF
49. The cognitive neuroscience and neurocognitive rehabilitation of dance.
- Author
-
Hackney ME, Burzynska AZ, and Ting LH
- Subjects
- Humans, Brain physiology, Neurological Rehabilitation methods, Cognition physiology, Dancing physiology, Cognitive Neuroscience methods
- Abstract
Creative movement, in the form of music- and dance-based exercise and rehabilitation, can serve as a model for learning and memory, visuospatial orientation, mental imagery, and multimodal sensory-motor integration. This review summarizes the advancement in cognitive neuroscience aimed at determining cognitive processes and brain structural and functional correlates involved in dance or creative movement, as well as the cognitive processes which accompany such activities. We synthesize the evidence for the use of cognitive, motor, and cognitive-motor function in dance as well as dance's potential application in neurological therapy and neurorehabilitation. Finally, we discuss how partnered interaction and sensorimotor integration in dance, and "dancing robots" could shed light on future application of dance as rehabilitation, of dance used in technology and potential mechanisms of benefit from dance-based activities., (© 2024. This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply.)
- Published
- 2024
- Full Text
- View/download PDF
50. Leveraging calcium score CT radiomics for heart failure risk prediction.
- Author
-
Singh P, Hoori A, Freeze J, Hu T, Tashtish N, Gilkeson R, Li S, Rajagopalan S, Wilson DL, and Al-Kindi S
- Subjects
- Humans, Female, Male, Middle Aged, Aged, Diabetes Mellitus, Type 2 complications, Diabetes Mellitus, Type 2 diagnostic imaging, Adipose Tissue diagnostic imaging, Adipose Tissue metabolism, Risk Assessment methods, Deep Learning, Coronary Artery Disease diagnostic imaging, Risk Factors, Radiomics, Heart Failure diagnostic imaging, Tomography, X-Ray Computed methods, Calcium metabolism, Calcium analysis
- Abstract
Studies have used extensive clinical information to predict time-to-heart failure (HF) in patients with and without diabetes mellitus (DM). We aimed to determine a screening method using only computed tomography calcium scoring (CTCS) to assess HF risk. We analyzed CTCS scans from 1,998 patients (336 with type 2 diabetes) from a no-charge coronary artery calcium score registry (CLARIFY Study, Clinicaltrials.gov NCT04075162). We used deep learning to segment epicardial adipose tissue (EAT) and engineered radiomic features of calcifications ("calcium-omics") and EAT ("fat-omics"). We developed models incorporating radiomics to predict risk of incident HF in patients with and without type 2 diabetes. At a median follow-up of 1.7 years, 5% had incident HF. In the overall cohort, fat-omics (C-index: 77.3) outperformed models using clinical factors, EAT volume, Agatston score, calcium-omics, and calcium-and-fat-omics to predict HF. For DM patients, the calcium-omics model (C-index: 81.8) outperformed other models. In conclusion, CTCS-based models combining calcium and fat-omics can predict incident HF, outperforming prediction scores based on clinical factors.Please check article title if captured correctly.YesPlease check and confirm that the authors and their respective affiliations have been correctly identified and amend if necessary.Yes., (© 2024. The Author(s).)
- Published
- 2024
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.