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1.
Adv Funct Mater ; 34(8)2024 Feb 19.
Artigo em Inglês | MEDLINE | ID: mdl-38828467

RESUMO

Most nanomedicines require efficient in vivo delivery to elicit diagnostic and therapeutic effects. However, en route to their intended tissues, systemically administered nanoparticles often encounter delivery barriers. To describe these barriers, we propose the term "nanoparticle blood removal pathways" (NBRP), which summarizes the interactions between nanoparticles and the body's various cell-dependent and cell-independent blood clearance mechanisms. We reviewed nanoparticle design and biological modulation strategies to mitigate nanoparticle-NBRP interactions. As these interactions affect nanoparticle delivery, we studied the preclinical literature from 2011-2021 and analyzed nanoparticle blood circulation and organ biodistribution data. Our findings revealed that nanoparticle surface chemistry affected the in vivo behavior more than other nanoparticle design parameters. Combinatory biological-PEG surface modification improved the blood area under the curve by ~418%, with a decrease in liver accumulation of up to 47%. A greater understanding of nanoparticle-NBRP interactions and associated delivery trends will provide new nanoparticle design and biological modulation strategies for safer, more effective, and more efficient nanomedicines.

2.
Adv Mater ; : e2403986, 2024 Apr 25.
Artigo em Inglês | MEDLINE | ID: mdl-38663008

RESUMO

Cancer nanomedicines predominately rely on transport processes controlled by tumor-associated endothelial cells to deliver therapeutic and diagnostic payloads into solid tumors. While the dominant role of this class of endothelial cells for nanoparticle transport and tumor delivery is established in animal models, the translational potential in human cells needs exploration. Using primary human breast cancer as a model, the differential interactions of normal and tumor-associated endothelial cells with clinically relevant nanomedicine formulations are explored and quantified. Primary human breast cancer-associated endothelial cells exhibit up to ≈2 times higher nanoparticle uptake than normal human mammary microvascular endothelial cells. Super-resolution imaging studies reveal a significantly higher intracellular vesicle number for tumor-associated endothelial cells, indicating a substantial increase in cellular transport activities. RNA sequencing and gene expression analysis indicate the upregulation of transport-related genes, especially motor protein genes, in tumor-associated endothelial cells. Collectively, the results demonstrate that primary human breast cancer-associated endothelial cells exhibit enhanced interactions with nanomedicines, suggesting a potentially significant role for these cells in nanoparticle tumor delivery in human patients. Engineering nanoparticles that leverage the translational potential of tumor-associated endothelial cell-mediated transport into human solid tumors may lead to the development of safer and more effective clinical cancer nanomedicines.

4.
Nano Lett ; 24(3): 920-928, 2024 Jan 24.
Artigo em Inglês | MEDLINE | ID: mdl-38207109

RESUMO

Organic nanoparticles are used in nanomedicine, including for cancer treatment and some types of COVID-19 vaccines. Here, we demonstrate the scalable, rapid, reproducible, and cost-effective synthesis of three model organic nanoparticle formulations relevant to nanomedicine applications. We employed a custom-made, low-cost fluid mixer device constructed from a commercially available three-dimensional printer. We investigated how systematically changing aqueous and organic volumetric flow rate ratios determined liposome, polymer nanoparticle, and solid lipid nanoparticle sizes, size distributions, and payload encapsulation efficiencies. By manipulating inlet volumes, we synthesized organic nanoparticles with encapsulation efficiencies approaching 100% for RNA-based payloads. The synthesized organic nanoparticles were safe and effective at the cell culture level, as demonstrated by various assays. Such cost-effective synthesis approaches could potentially increase the accessibility to clinically relevant organic nanoparticle formulations for personalized nanomedicine applications at the point of care, especially in nonhospital and low-resource settings.


Assuntos
Sistemas de Liberação de Medicamentos , Nanopartículas , Humanos , Sistemas de Liberação de Medicamentos/métodos , Nanomedicina/métodos , Sistemas Automatizados de Assistência Junto ao Leito , Vacinas contra COVID-19 , Análise Custo-Benefício , Lipossomos
5.
Trends Analyt Chem ; 1662023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37520860

RESUMO

Understanding nanoparticle-cell interactions at single-nanoparticle and single-cell resolutions is crucial to improving the design of next-generation nanoparticles for safer, more effective, and more efficient applications in nanomedicine. This review focuses on recent advances in the continuous high-throughput analysis of nanoparticle-cell interactions at the single-cell level. We highlight and discuss the current trends in continual flow high-throughput methods for analyzing single cells, such as advanced flow cytometry techniques and inductively coupled plasma mass spectrometry methods, as well as their intersection in the form of mass cytometry. This review further discusses the challenges and opportunities with current single-cell analysis approaches and provides proposed directions for innovation in the high-throughput analysis of nanoparticle-cell interactions.

6.
ACS Nano ; 17(10): 9326-9337, 2023 05 23.
Artigo em Inglês | MEDLINE | ID: mdl-37129853

RESUMO

The RAS-transformed cells utilize macropinocytosis to acquire amino acids to support their uncontrolled growth. However, targeting RAS to inhibit macropinocytosis remains a challenge. Here, we report that gold nanoparticles (GNP) inhibit macropinocytosis by decreasing KRAS activation. Using surface-modified and unmodified GNP, we showed that unmodified GNP specifically sequestered both wild-type and mutant KRAS and inhibited its activation, irrespective of growth factor stimulation, while surface-passivated GNP had no effect. Alteration of KRAS activation is reflected on downstream signaling cascades, macropinocytosis and tumor cell growth in vitro, and two independent preclinical human xenograft models of pancreatic cancer in vivo. The current study demonstrates NP-mediated inhibition of macropinocytosis and KRAS activation and provides translational opportunities to inhibit tumor growth in a number of cancers where activation of KRAS plays a major role.


Assuntos
Nanopartículas Metálicas , Neoplasias Pancreáticas , Humanos , Ouro/farmacologia , Proteínas Proto-Oncogênicas p21(ras)/genética , Pinocitose , Neoplasias Pancreáticas/patologia , Proliferação de Células , Linhagem Celular Tumoral , Mutação
7.
ACS Nano ; 17(9): 8376-8392, 2023 05 09.
Artigo em Inglês | MEDLINE | ID: mdl-37071747

RESUMO

Super-resolution microscopy can transform our understanding of nanoparticle-cell interactions. Here, we established a super-resolution imaging technology to visualize nanoparticle distributions inside mammalian cells. The cells were exposed to metallic nanoparticles and then embedded within different swellable hydrogels to enable quantitative three-dimensional (3D) imaging approaching electron-microscopy-like resolution using a standard light microscope. By exploiting the nanoparticles' light scattering properties, we demonstrated quantitative label-free imaging of intracellular nanoparticles with ultrastructural context. We confirmed the compatibility of two expansion microscopy protocols, protein retention and pan-expansion microscopy, with nanoparticle uptake studies. We validated relative differences between nanoparticle cellular accumulation for various surface modifications using mass spectrometry and determined the intracellular nanoparticle spatial distribution in 3D for entire single cells. This super-resolution imaging platform technology may be broadly used to understand the nanoparticle intracellular fate in fundamental and applied studies to potentially inform the engineering of safer and more effective nanomedicines.


Assuntos
Nanopartículas Metálicas , Animais , Nanopartículas Metálicas/química , Microscopia Eletrônica , Nanomedicina , Espectrometria de Massas , Imageamento Tridimensional , Mamíferos
8.
Nat Mater ; 22(3): 282-283, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36864160
9.
Anal Bioanal Chem ; 415(18): 4353-4366, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-36670192

RESUMO

Bioanalytical and biomedical applications often require nanoparticles that exhibit narrow size distributions and biocompatibility. Here, we demonstrate how different synthesis methods affect gold nanoparticle (AuNPs) monodispersity and cytotoxicity. Using single particle inductively coupled plasma mass spectrometry (SP-ICP-MS), we found that the size distribution of AuNPs synthesized with a cetyltrimethylammonium chloride (CTAC) cap was significantly improved compared to AuNPs synthesized with citrate capping agents. We determined an up to 4× decrease in the full width at half maximum (FWHM) value of the normal distributions of AuNP diameter and up to a 12% decrease in relative standard deviation (RSD). While the CTAC-capped AuNPs exhibit narrow nanoparticle size distributions, they are cytotoxic, which limits safe and effective bioanalytical and biomedical applications. We sought to impart biocompatibility to CTAC-capped AuNPs through a PEGylation-based surface ligand exchange. We developed a unique ligand exchange method driven by physical force. We demonstrated the successful PEGylation using various PEG derivatives and used these PEGylated nanoparticles to further bioconjugate nucleic acids and peptides. Using cell viability quantification, we confirmed that the monodisperse PEGylated AuNPs were biocompatible. Our monodisperse and biocompatible nanoparticles may advance safe and effective bioanalytical and biomedical applications of nanomaterials.


Assuntos
Ouro , Nanopartículas Metálicas , Ouro/química , Nanopartículas Metálicas/química , Ligantes , Análise Espectral , Cetrimônio , Polietilenoglicóis/química , Tamanho da Partícula
10.
Scand J Pain ; 23(1): 139-148, 2023 01 27.
Artigo em Inglês | MEDLINE | ID: mdl-35787832

RESUMO

OBJECTIVES: Osteoarthritis can have a profound effect on patients' quality of life. The Burden of Disease and Management of Osteoarthritis and Chronic Low Back Pain: Health Care Utilization and Sick Leave in Sweden, Norway, Finland and Denmark (BISCUITS) study aimed to describe the impact of osteoarthritis on quality of life and determine the association with factors such as pain severity and pharmacological treatment. METHODS: An observational study was performed with a cross-sectional design including patients with a confirmed osteoarthritis diagnosis enrolled in the National Quality Register for Better management of patients with Osteoarthritis (BOA) between 2016 and 2017 in Sweden. Patient-reported information from BOA was linked to administrative data from three national health registers. The impact of osteoarthritis on quality of life was estimated using the EQ-5D-5L and the first developed experienced-based time-trade-off value set for Sweden to calculate the EQ-5D-5L index scores. EQ-5D-3L index scores were also estimated based on a UK hypothetical value set via a crosswalk method. Ordinary least squares regression models were used to analyse the association between quality of life and potential influencing factors. RESULTS: For the 34,254 patients evaluated, mean EQ-5D-5L index score was 0.792 (SD 0.126). Stratifications showed that the index score varied across different levels of pain severity. Increased pain severity and use of pain-relieving medications remained significantly associated with a lower quality of life index score when controlled for potential confounders. The mean EQ-5D-3L index score was 0.605 (SD 0.192). CONCLUSIONS: This large population-based study from Sweden highlights the substantial impact of osteoarthritis on quality of life amongst different patient groups and that currently available treatment options for osteoarthritis pain do not appropriately address the needs for many osteoarthritis patients.


Assuntos
Osteoartrite , Qualidade de Vida , Humanos , Estudos Transversais , Inquéritos e Questionários , Dor
11.
Scand J Pain ; 23(1): 149-160, 2023 01 27.
Artigo em Inglês | MEDLINE | ID: mdl-35858626

RESUMO

OBJECTIVES: Osteoarthritis (OA) is one of the leading causes of disability worldwide. Pain is the most important symptom in OA, driving medical care, disability, reduced functionality, and decreased quality of life. The objective of this study was to describe prescription patterns of difficult-to-treat OA and explore possible predictors of unmet pain relief in Nordic patients. METHODS: This observational cohort study included patients with a confirmed diagnosis of OA (index date) in specialty care in Sweden, Norway, Finland and Denmark between 1 January 2011 and 31 December 2012 who were followed for up to 5 years. Four subgroups were pre-defined to characterize difficult-to-treat OA: (1) ≥2 chronic comorbidities in the 3-year pre-index period; (2) top 10% of healthcare resource users, 1-year post-index; (3) ≥3 types of prescription pain medications during pre-index period to first year post-index, with ≥30 days between types; (4) having a contraindication to a nonsteroidal anti-inflammatory drug (NSAID). Patient characteristics, prescription patterns and predictors of unmet pain relief (defined as persistent opioid use, using several types of opioids or long-term NSAID use) were analyzed. RESULTS: We identified 288,174 OA patients and the average age was 63.5 years at time of diagnosis and 58% of them were female. After 5 years, 35-50% of the patients defined as 'difficult-to-treat' had ≥1 prescription of opioids, compared to 20-25% of all OA patients (p-value <0.05). Comorbidities and disability pension were strong predictors of unmet pain relief (p-value <0.001). CONCLUSIONS: This study shows a substantial use of pain medications (NSAID and opioids) in difficult-to-treat OA patients. These findings suggest that pain may be inadequately managed in a considerable number of patients with OA, particularly those with contraindications to an NSAID. A high comorbid and socioeconomic burden are relevant risk factors among patients who continue to use opioids for a long period of time.


Assuntos
Osteoartrite , Qualidade de Vida , Humanos , Feminino , Pessoa de Meia-Idade , Masculino , Dor/tratamento farmacológico , Osteoartrite/complicações , Osteoartrite/tratamento farmacológico , Osteoartrite/epidemiologia , Anti-Inflamatórios não Esteroides/uso terapêutico , Analgésicos Opioides/uso terapêutico , Prescrições
12.
Adv Ther ; 40(3): 869-886, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36515803

RESUMO

INTRODUCTION: In routine clinical care, important treatment outcomes among patients with moderate-to-severe plaque psoriasis (PsO) have been shown to vary according to patient demographics and disease characteristics. This study aimed to provide direct comparative effectiveness data at week 12 between anti-interleukin (IL)-17A biologics relative to other approved biologics for the treatment of PsO across seven clinically relevant patient subgroups in the real-world setting. METHODS: From the international, non-interventional Psoriasis Study of Health Outcomes (PSoHO), 1981 patients with moderate-to-severe PsO were grouped a priori according to seven clinically relevant demographic and disease variables with binary categories, which were sex (male or female), age (< 65 or ≥ 65 years), body mass index (≤ 30 or > 30 kg/m2), race (White or Asian), PsO disease duration (< 15 or ≥ 15 years), psoriatic arthritis (PsA) comorbidity (present or absent), and prior biologic use (never or ≥ 1). Across these subgroups, effectiveness was compared between the anti-IL-17A cohort (ixekizumab, secukinumab) versus all other approved biologics and ixekizumab versus five individual biologics. The proportion of patients in each subgroup who achieved 90% improvement in Psoriasis Area and Severity Index (PASI90) and/or static Physician Global Assessment (sPGA) 0/1, PASI100, or PASI90 at week 12 were assessed. Comparative analyses were conducted using frequentist model averaging (FMA). Missing data were imputed using non-responder imputation. RESULTS: Patients in each of the seven subgroups achieved similar response rates to those of the overall treatment cohort, apart from patients with PsA treated with other biologics who had 7-10% lower response rates. Consequently, patients with comorbid PsA had significantly higher odds of achieving skin clearance at week 12 with anti-IL-17A biologics compared to other biologics. Patients in all subgroups had significantly higher odds of achieving PASI90 and/or sPGA (0,1), PASI100, and PASI90 in the anti-IL-17A cohort relative to the other biologics cohort, except for the Asian subgroup. No sex- or age-specific differences in treatment effectiveness after 12 weeks were identified, neither between the treatment cohorts nor between the individual treatment comparisons. CONCLUSIONS: Despite relative consistency of comparative treatment effectiveness across subgroups, the presence of comorbid PsA may affect a patient's clinical response to some treatments.


Assuntos
Artrite Psoriásica , Produtos Biológicos , Psoríase , Humanos , Masculino , Feminino , Idoso , Lactente , Artrite Psoriásica/tratamento farmacológico , Psoríase/tratamento farmacológico , Resultado do Tratamento , Produtos Biológicos/uso terapêutico , Índice de Gravidade de Doença
13.
Mater Today (Kidlington) ; 56: 79-95, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-36188120

RESUMO

The tumor microenvironment (TME) plays a key role in the poor prognosis of many cancers. However, there is a knowledge gap concerning how multicellular communication among the critical players within the TME contributes to such poor outcomes. Using epithelial ovarian cancer (EOC) as a model, we show how crosstalk among cancer cells (CC), cancer associated fibroblasts (CAF), and endothelial cells (EC) promotes EOC growth. We demonstrate here that co-culturing CC with CAF and EC promotes CC proliferation, migration, and invasion in vitro and that co-implantation of the three cell types facilitates tumor growth in vivo. We further demonstrate that disruption of this multicellular crosstalk using a gold nanoparticle (GNP) inhibits these pro-tumorigenic phenotypes in vitro as well as tumor growth in vivo. Mechanistically, GNP treatment reduces expression of several tumor-promoting cytokines and growth factors, resulting in inhibition of MAPK and PI3K-AKT activation and epithelial-mesenchymal transition - three key oncogenic signaling pathways responsible for the aggressiveness of EOC. The current work highlights the importance of multicellular crosstalk within the TME and its role for the aggressive nature of EOC, and demonstrates the disruption of these multicellular communications by self-therapeutic GNP, thus providing new avenues to interrogate the crosstalk and identify key perpetrators responsible for poor prognosis of this intractable malignancy.

14.
Adv Sci (Weinh) ; 9(31): e2200491, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-36104215

RESUMO

By exploiting the self-therapeutic properties of gold nanoparticles (GNPs) a molecular axis that promotes the growth of high-grade serous ovarian cancer (HGSOC), one of the deadliest gynecologic malignancies with poorly understood underlying molecular mechanisms, has been identified. The biodistribution and toxicity of GNPs administered by intravenous or intraperitoneal injection, both as a single dose or by repeated dosing over two weeks are first assessed; no biochemical or histological toxicity to vital organs is found. Using an orthotopic patient-derived xenograft (PDX) model of HGSOC, the authors then show that GNP treatment robustly inhibits tumor growth. Investigating the molecular mechanisms underlying the GNP efficacy reveals that GNPs downregulate insulin growth factor binding protein 2 (IGFBP2) by disrupting its autoregulation via the IGFBP2/mTOR/PTEN axis. This mechanism is validated by treating a cell line-based human xenograft tumor with GNPs and an mTOR dual-kinase inhibitor (PI-103), either individually or in combination with GNPs; GNP and PI-103 combination therapy inhibit ovarian tumor growth similarly to GNPs alone. This report illustrates how the self-therapeutic properties of GNPs can be exploited as a discovery tool to identify a critical signaling axis responsible for poor prognosis in ovarian cancer and provides an opportunity to interrogate the axis to improve patient outcomes.


Assuntos
Nanopartículas Metálicas , Neoplasias Ovarianas , Feminino , Humanos , Ouro/química , Insulina , Nanopartículas Metálicas/química , Nanopartículas Metálicas/uso terapêutico , Neoplasias Ovarianas/tratamento farmacológico , PTEN Fosfo-Hidrolase , Distribuição Tecidual , Serina-Treonina Quinases TOR , Animais
15.
Nano Lett ; 22(17): 7119-7128, 2022 09 14.
Artigo em Inglês | MEDLINE | ID: mdl-36048773

RESUMO

We used heparosan (HEP) polysaccharides for controlling nanoparticle delivery to innate immune cells. Our results show that HEP-coated nanoparticles were endocytosed in a time-dependent manner by innate immune cells via both clathrin-mediated and macropinocytosis pathways. Upon endocytosis, we observed HEP-coated nanoparticles in intracellular vesicles and the cytoplasm, demonstrating the potential for nanoparticle escape from intracellular vesicles. Competition with other glycosaminoglycan types inhibited the endocytosis of HEP-coated nanoparticles only partially. We further found that nanoparticle uptake into innate immune cells can be controlled by more than 3 orders of magnitude via systematically varying the HEP surface density. Our results suggest a substantial potential for HEP-coated nanoparticles to target innate immune cells for efficient intracellular delivery, including into the cytoplasm. This HEP nanoparticle surface engineering technology may be broadly used to develop efficient nanoscale devices for drug and gene delivery as well as possibly for gene editing and immuno-engineering applications.


Assuntos
Nanopartículas , Clatrina/metabolismo , Dissacarídeos , Endocitose , Imunidade Inata , Polissacarídeos
16.
J Headache Pain ; 23(1): 76, 2022 Jul 06.
Artigo em Inglês | MEDLINE | ID: mdl-35790906

RESUMO

BACKGROUND: In the absence of head-to-head trials, comprehensive evidence comparing onset of efficacy of novel agents for acute treatment of migraine is lacking. This study aimed to explore the relative efficacy of lasmiditan (serotonin [5-hydroxytryptamine] 1F receptor agonist) versus rimegepant and ubrogepant (calcitonin gene-related peptide antagonists) for the acute oral treatment of migraine through network meta-analysis (NMA). METHODS: Data included in the NMA were identified through a systematic literature search (conducted April 2018, updated May/December 2020) of phase II-IV, randomised controlled trials (RCTs) in adults with chronic/episodic migraine with/without aura. Treatments included: lasmiditan 50, 100, 200 mg; rimegepant 75 mg; ubrogepant 25, 50, 100 mg. Pairwise treatment comparisons from Bayesian fixed-effect/random-effects NMA, adjusted by baseline risk where appropriate, were conducted. Comparisons were reported as odds ratios with 95% credible intervals. Early-onset efficacy endpoints included: pain freedom at 2 hours and pain relief at 1 and 2 hours. Adverse drug reaction (ADR) profiles were summarised. Heterogeneity and inconsistency in the network were explored; sensitivity analyses investigated robustness of findings. RESULTS: Across 12 RCTs included in the base case, females represented >80% of included patients (mean age 37.9-45.7 years). Odds of achieving both pain freedom and pain relief at 2 hours were higher with lasmiditan 100 and 200 mg versus rimegepant 75 mg and ubrogepant 25 and 50 mg. Results for pain relief at 1 hour were consistent with those at 2 hours, but fewer comparisons were available. There were no statistically significant differences between lasmiditan 50 mg and ubrogepant or rimegepant for any outcome. Sensitivity analyses were in the same direction as base case analyses. Most commonly reported ADRs (incidence ≥2%) were: dizziness, fatigue, paraesthesia, sedation, nausea/vomiting and muscle weakness with lasmiditan; nausea with rimegepant; and nausea, somnolence and dry mouth with ubrogepant. CONCLUSIONS: The efficacy findings of this indirect comparison indicate that lasmiditan 100 mg or 200 mg might be an appropriate acute treatment option for patients with migraine seeking a fast onset of action. Differently from rimegepant and ubrogepant, lasmiditan use is associated with mainly neurological events, which are mostly mild or moderate in severity and self-limiting. 350/350 words.


Assuntos
Benzamidas , Transtornos de Enxaqueca , Piperidinas , Piridinas , Pirróis , Adulto , Benzamidas/efeitos adversos , Benzamidas/uso terapêutico , Método Duplo-Cego , Feminino , Humanos , Pessoa de Meia-Idade , Transtornos de Enxaqueca/tratamento farmacológico , Metanálise em Rede , Piperidinas/efeitos adversos , Piperidinas/uso terapêutico , Piridinas/efeitos adversos , Piridinas/uso terapêutico , Pirróis/efeitos adversos , Pirróis/uso terapêutico , Ensaios Clínicos Controlados Aleatórios como Assunto
17.
Nano Lett ; 22(10): 4192-4199, 2022 05 25.
Artigo em Inglês | MEDLINE | ID: mdl-35510841

RESUMO

We report on the absolute quantification of nanoparticle interactions with individual human B cells using quadrupole-based inductively coupled plasma mass spectrometry (ICP-MS). This method enables the quantification of nanoparticle-cell interactions at single nanoparticle and single cell levels. We demonstrate the efficient and accurate detection of individually suspended B cells and found an ∼100-fold higher association of colloidally stable positively charged nanoparticles with single B cells than neutrally charged nanoparticles. We confirmed that these nanoparticles were internalized by individual B cells and determined that the internalization occurred via energy-dependent pathways consistent with endocytosis. Using dual analyte ICP-MS, we determined that >80% of single B cells were positive for nanoparticles. Our study demonstrates an ICP-MS workflow for the absolute quantification of nanoparticle-cell interactions with single cell and single nanoparticle resolution. This unique workflow could inform the rational design of various nanomaterials for controlling cellular interactions, including immune cell-nanoparticle interactions.


Assuntos
Nanopartículas , Humanos , Espectrometria de Massas/métodos , Análise Espectral
18.
Biosensors (Basel) ; 12(4)2022 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-35448310

RESUMO

This paper proposes a rapid, label-free, and non-invasive approach for identifying murine cancer cells (B16F10 melanoma cancer cells) from non-cancer cells (C2C12 muscle cells) using machine-learning-assisted Raman spectroscopic imaging. Through quick Raman spectroscopic imaging, a hyperspectral data processing approach based on machine learning methods proved capable of presenting the cell structure and distinguishing cancer cells from non-cancer muscle cells without compromising full-spectrum information. This study discovered that biomolecular information-nucleic acids, proteins, and lipids-from cells could be retrieved efficiently from low-quality hyperspectral Raman datasets and then employed for cell line differentiation.


Assuntos
Aprendizado de Máquina , Neoplasias , Algoritmos , Animais , Diferenciação Celular , Camundongos , Proteínas , Análise Espectral Raman
19.
Int J Mol Sci ; 23(7)2022 Apr 06.
Artigo em Inglês | MEDLINE | ID: mdl-35409420

RESUMO

The invasive capabilities of glioblastoma (GBM) define the cancer's aggressiveness, treatment resistance, and overall mortality. The tumor microenvironment influences the molecular behavior of cells, both epigenetically and genetically. Current forces being studied include properties of the extracellular matrix (ECM), such as stiffness and "sensing" capabilities. There is currently limited data on the physical forces in GBM-both relating to how they influence their environment and how their environment influences them. This review outlines the advances that have been made in the field. It is our hope that further investigation of the physical forces involved in GBM will highlight new therapeutic options and increase patient survival. A search of the PubMed database was conducted through to 23 March 2022 with the following search terms: (glioblastoma) AND (physical forces OR pressure OR shear forces OR compression OR tension OR torsion) AND (migration OR invasion). Our review yielded 11 external/applied/mechanical forces and 2 tumor microenvironment (TME) forces that affect the ability of GBM to locally migrate and invade. Both external forces and forces within the tumor microenvironment have been implicated in GBM migration, invasion, and treatment resistance. We endorse further research in this area to target the physical forces affecting the migration and invasion of GBM.


Assuntos
Neoplasias Encefálicas , Glioblastoma , Neoplasias Encefálicas/patologia , Linhagem Celular Tumoral , Movimento Celular , Matriz Extracelular/patologia , Glioblastoma/patologia , Humanos , Fenômenos Mecânicos , Microambiente Tumoral
20.
Pain Pract ; 22(4): 463-477, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35156770

RESUMO

OBJECTIVE: The objective of this study was to investigate the impact of chronic low back pain (CLBP) on patients' personal and professional lives, and management strategies applied to treat CLBP. METHODS: A 60-question survey was developed, and respondents from 16 countries with a self-reported physician's diagnosis of CLBP were recruited via an online market research survey panel. Respondents were stratified as having mild, moderate, or severe pain. Target sample sizes per country and for pain severity were set. Data were weighted according to the known population and prevalence of CLBP in each country and the number of respondents from that country. RESULTS: Results from 9642 CLBP patients indicated that almost a quarter of patients with severe CLBP report a psychological comorbidity. Prescription pain medications were more commonly used by patients with severe CLBP (56%) than those with mild (20%) or moderate (34%) CLBP. Among those with severe CLBP who had been prescribed pain medication, 58% were prescribed opioids, with 1 in 4 patients using opioids for more than 5 years. Patients were primarily managed by general practitioners/primary care physicians, physiotherapists, neurologists, or orthopedic surgeons. CLBP negatively impacted patients' daily activities, social lives, and work productivity. CONCLUSION: Chronic low back pain has pronounced effects on patients' personal relationships, ability to work, and daily living. Almost 1 in four patients with severe CLBP reported a psychological comorbidity. Adherence to guidelines appears inconsistent, which is noteworthy as a substantial subgroup of patients with severe CLBP had been prescribed opioid medication for more than 5 years. Improved education is required to support healthcare professionals (HCPs) in identifying and understanding the complex biopsychosocial needs of CLBP patients to optimize pain management and to encourage referral of CLBP patients to physiotherapists and psychologists.


Assuntos
Dor Crônica , Dor Lombar , Medicamentos sob Prescrição , Analgésicos Opioides/uso terapêutico , Dor Crônica/tratamento farmacológico , Dor Crônica/terapia , Humanos , Dor Lombar/diagnóstico , Dor Lombar/epidemiologia , Dor Lombar/terapia , Manejo da Dor , Medição da Dor , Medicamentos sob Prescrição/uso terapêutico , Inquéritos e Questionários
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