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1.
PLoS Comput Biol ; 20(2): e1011410, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38394308

ABSTRACT

Musculoskeletal geometry and muscle volumes vary widely in the population and are intricately linked to the performance of tasks ranging from walking and running to jumping and sprinting. As an alternative to experimental approaches, where it is difficult to isolate factors and establish causal relationships, simulations can be used to independently vary musculoskeletal geometry and muscle volumes, and develop a fundamental understanding. However, our ability to understand how these parameters affect task performance has been limited due to the high computational cost of modelling the necessary complexity of the musculoskeletal system and solving the requisite multi-dimensional optimization problem. For example, sprinting and running are fundamental to many forms of sport, but past research on the relationships between musculoskeletal geometry, muscle volumes, and running performance has been limited to observational studies, which have not established cause-effect relationships, and simulation studies with simplified representations of musculoskeletal geometry. In this study, we developed a novel musculoskeletal simulator that is differentiable with respect to musculoskeletal geometry and muscle volumes. This simulator enabled us to find the optimal body segment dimensions and optimal distribution of added muscle volume for sprinting and marathon running. Our simulation results replicate experimental observations, such as increased muscle mass in sprinters, as well as a mass in the lower end of the healthy BMI range and a higher leg-length-to-height ratio in marathon runners. The simulations also reveal new relationships, for example showing that hip musculature is vital to both sprinting and marathon running. We found hip flexor and extensor moment arms were maximized to optimize sprint and marathon running performance, and hip muscles the main target when we simulated strength training for sprinters. Our simulation results provide insight to inspire future studies to examine optimal strength training. Our simulator can be extended to other athletic tasks, such as jumping, or to non-athletic applications, such as designing interventions to improve mobility in older adults or individuals with movement disorders.


Subject(s)
Athletic Performance , Resistance Training , Running , Humans , Aged , Running/physiology , Muscle, Skeletal/physiology , Walking/physiology , Athletic Performance/physiology
2.
Arch Pharm Res ; 37(1): 16-23, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24214175

ABSTRACT

Nanoparticulate (NP) drug carrier systems are attractive vehicles for selective drug delivery to solid tumors. Ideally, NPs should evade clearance by the reticuloendothelial system while maintaining the ability to interact with tumor cells and facilitate cellular uptake. Great effort has been made to fulfill these design criteria, yielding various types of functionalized NPs. Another important consideration in NP design is the physical and functional stability during circulation, which, if ignored, can significantly undermine the promise of intelligently designed NP drug carriers. This commentary reviews several NP examples with stability issues and their consequences, ending in a discussion of experimental methods for reliable prediction of NP stability.


Subject(s)
Antineoplastic Agents/administration & dosage , Drug Carriers , Drug Delivery Systems/instrumentation , Nanoparticles , Neoplasms/drug therapy , Polymers/chemistry , Animals , Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacokinetics , Drug Stability , Humans , Hydrogen-Ion Concentration , Liposomes , Micelles , Nanomedicine/instrumentation , Nanomedicine/methods , Neoplasms/metabolism , Neoplasms/pathology , Technology, Pharmaceutical/instrumentation , Technology, Pharmaceutical/methods
3.
Mol Pharm ; 10(6): 2093-110, 2013 Jun 03.
Article in English | MEDLINE | ID: mdl-23461379

ABSTRACT

Nanoparticles have received enormous attention as a promising tool to enhance target-specific drug delivery and diagnosis. Various in vitro and in vivo techniques are used to characterize a new system and predict its clinical efficacy. These techniques enable efficient comparison across nanoparticles and facilitate a product optimization process. On the other hand, we recognize their limitations as a prediction tool, due to inadequate applications and overly simplified test conditions. We provide a critical review of in vitro and in vivo techniques currently used for evaluation of nanoparticles and introduce emerging techniques and models that may be used complementarily.


Subject(s)
Nanomedicine/methods , Nanoparticles/chemistry , Animals , Chromatography, Gel , Fluorescence Resonance Energy Transfer , Humans , Temperature
4.
Mol Pharm ; 10(5): 1695-704, 2013 May 06.
Article in English | MEDLINE | ID: mdl-23510114

ABSTRACT

Polyamidoamine (PAMAM) dendrimers have been widely explored as carriers of therapeutics and imaging agents. However, amine-terminated PAMAM dendrimers are rarely utilized in systemic applications due to their cytotoxicity and risk of opsonization, caused by their cationic charges. Such undesirable effects may be mitigated by shielding the PAMAM dendrimer surface with polymers that reduce the charges. However, this shielding may also interfere with the PAMAM dendrimers' ability to interact with target cells, thus reducing the cellular uptake and overall efficacy of the delivery system. Therefore, we propose to use zwitterionic chitosan (ZWC), a new chitosan derivative, which has a unique pH-sensitive charge profile, as an alternative biomaterial to modify the cationic surface of PAMAM dendrimers. A stable electrostatic complex of ZWC and PAMAM dendrimers was formed at pH 7.4, where the PAMAM dendrimer surface was covered with ZWC, as demonstrated by fluorescence spectroscopy and transmission electron microscopy. The presence of ZWC coating protected red blood cells and fibroblast cells from hemolytic and cytotoxic activities of PAMAM dendrimers, respectively. Confocal microscopy showed that the protective effect of ZWC disappeared at low pH as the complex dissociated due to the charge conversion of ZWC, allowing PAMAM dendrimers to enter cells. These results demonstrate that ZWC is able to provide a surface coverage of PAMAM dendrimers in a pH-dependent manner and, thus, enhance the utility of PAMAM dendrimers as a drug carrier to solid tumors with acidifying microenvironments.


Subject(s)
Chitosan/chemistry , Dendrimers/chemistry , Drug Carriers/chemistry , Animals , Cell Line, Tumor , Chitosan/pharmacokinetics , Dendrimers/pharmacokinetics , Drug Stability , Female , Humans , Hydrogen-Ion Concentration , Mice , Molecular Structure , NIH 3T3 Cells , Nanoparticles/chemistry , Rats , Rats, Sprague-Dawley , Static Electricity , Tumor Microenvironment
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