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1.
Future Oncol ; 19(5): 369-383, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36876486

RESUMO

Aim: Investigate oncologist and patient preferences for the first-line treatment of advanced urothelial carcinoma. Materials & methods: A discrete-choice experiment was used to elicit treatment attribute preferences, including patient treatment experience (number and duration of treatments and grade 3/4 treatment-related adverse events), overall survival and treatment administration frequency. Results: The study included 151 eligible medical oncologists and 150 patients with urothelial carcinoma. Both physicians and patients appeared to prefer treatment attributes related to overall survival, treatment-related adverse events and the number and duration of the medications in a regimen over frequency of administration. Overall survival had the most influence in driving oncologists' treatment preferences, followed by the patient's treatment experience. Patients found the treatment experience the most important attribute when considering options, followed by overall survival. Conclusion: Patient preferences were based on treatment experience, while oncologists preferred treatments that prolong overall survival. These results help to direct clinical conversations, treatment recommendations and clinical guideline development.


Different treatments are available for people with urothelial cancer that has spread to other parts of the body. Researchers wanted to find out what specialist cancer doctors and people with urothelial cancer think is important when choosing the first treatment. To do this, researchers asked 150 cancer specialists and 150 people with urothelial cancer to complete an internet questionnaire. It included questions about side effects, if treatment could help people live longer, and how often people would need to be treated. Researchers found that cancer specialists think that helping people live longer is the most important. However, people with advanced urothelial cancer think that having fewer severe side effects is the most important.


Assuntos
Carcinoma de Células de Transição , Oncologistas , Médicos , Neoplasias da Bexiga Urinária , Humanos , Carcinoma de Células de Transição/tratamento farmacológico , Neoplasias da Bexiga Urinária/tratamento farmacológico , Neoplasias da Bexiga Urinária/patologia
2.
Future Oncol ; 18(25): 2791-2804, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35837970

RESUMO

Aim: We quantified patient preferences for second-line diffuse large B-cell lymphoma therapies, including attributes of chimeric antigen receptor (CAR) T-cell therapy. Materials & methods: Using a discrete choice experiment, we surveyed 224 diffuse large B-cell lymphoma patients from the USA and Europe. Patients chose between two treatment options defined by six attributes with predefined levels for overall survival, adverse events (severe cytokine-release syndrome, severe neurological toxicities, severe infection) and time to return to pre-treatment functioning. Results: Increasing the probability of 1-year survival was most important to patients, followed by avoiding risks of cytokine-release syndrome and neurological toxicities. Respondents required a 13-14 percentage point increased 1-year survival probability to accept risks of treatment-associated adverse events. Conclusion: Patients prioritize survival and will accept certain adverse event risks to gain survival improvements.


Chimeric antigen receptor (CAR) T-cell therapy is a new treatment for patients with diffuse large B-cell lymphoma. CAR T-cell therapies are made from a patient's own cells, modified in a laboratory and used to attack cancer cells. While CAR T-cell therapies may increase long-term survival, they can also cause temporary but serious side effects, including neurological issues (e.g., headache, confusion, brain swelling) and cytokine-release syndrome (CRS), an inflammatory condition that can cause fever, breathing difficulties and organ dysfunction. To understand how patients' perspectives of CAR T-cell therapy compared with their perspectives on other treatments for diffuse large B-cell lymphoma, we surveyed 224 patients in the USA and Europe. They were asked to choose between two treatments in a series of choice sets, each displaying varying levels of aspects of cancer therapies, including survival and risks of serious side effects. Their choices allowed us to measure which factors were most important to patients when making decisions about treatment. We found that increasing the probability of survival was most important, followed by avoiding risks of neurological complications and CRS. Patients were willing to accept increased risks of neurological toxicities and CRS if they could obtain a 13­14 percentage point increase in the probability of surviving for at least 1 year after treatment.


Assuntos
Linfoma Difuso de Grandes Células B , Linfoma não Hodgkin , Antígenos CD19 , Citocinas , Humanos , Imunoterapia Adotiva/efeitos adversos , Linfoma Difuso de Grandes Células B/patologia , Linfoma não Hodgkin/etiologia , Preferência do Paciente
3.
Endocr Pract ; 27(11): 1139-1148, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34265455

RESUMO

OBJECTIVE: To estimate the utilization of U.S. Food and Drug Administration- approved prescription antiobesity medications (AOMs) and to identify factors associated with AOM use in the United States. METHODS: Respondents aged ≥18 years meeting AOM eligibility criteria in the 2015-2016 and 2017-2018 National Health and Nutrition Examination Survey and the 2016 Medical Expenditure Panel Survey were included in the study. AOM eligibility was defined as having a body mass index (BMI) of ≥30 kg/m2 or having a BMI between 27 and 29.9 kg/m2 and at least 1 obesity-related comorbidity. Demographic, socioeconomic, and clinical characteristics, economic outcomes, and health-related quality of life were summarized and compared between AOM users and nonusers. Multivariable logistic regression was used to identify factors that were associated with AOM use. RESULTS: Only 0.80% of eligible adults reported using AOMs in the past 30 days in 2015-2016 and 2017-2018 National Health and Nutrition Examination Survey. A greater proportion of current AOM users previously tried dietary changes compared with nonusers. They also reported an average weight loss of 3.1 kg over the previous year compared with a 1.5-kg gain among the nonusers. The total health care costs trended higher among AOM users, driven mostly by higher outpatient service costs. A BMI of ≥30 kg/m2, depression, dyslipidemia, and infertility predicted AOM use, whereas Medicare and being at risk of sleep apnea were associated with lower odds of AOM use. CONCLUSION: Despite the availability of newer AOMs and their inclusion in medical treatment guidelines, the utilization of AOMs remains low. This may reflect under-prescribing of and/or restricted patient access to approved evidence-based pharmacotherapy for obesity.


Assuntos
Medicare , Qualidade de Vida , Adolescente , Adulto , Idoso , Humanos , Inquéritos Nutricionais , Obesidade/complicações , Obesidade/tratamento farmacológico , Obesidade/epidemiologia , Sobrepeso/tratamento farmacológico , Sobrepeso/epidemiologia , Estados Unidos/epidemiologia
4.
J Immunol ; 195(4): 1774-81, 2015 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-26179903

RESUMO

Monocyte and dendritic cell (DC) development was evaluated using in vivo BrdU pulse-chase analyses in rhesus macaques, and phenotype analyses of these cells in blood also were assessed by immunostaining and flow cytometry for comparisons among rhesus, cynomolgus, and pigtail macaques, as well as African green monkeys and humans. The nonhuman primate species and humans have three subsets of monocytes, CD14(+)CD16(-), CD14(+)CD16(+), and CD14(-)CD16(+) cells, which correspond to classical, intermediate, and nonclassical monocytes, respectively. In addition, there exist presently two subsets of DC, BDCA-1(+) myeloid DC and CD123(+) plasmacytoid DC, that were first confirmed in rhesus macaque blood. Following BrdU inoculation, labeled cells first appeared in CD14(+)CD16(-) monocytes, then in CD14(+)CD16(+) cells, and finally in CD14(-)CD16(+) cells, thus defining different stages of monocyte maturation. A fraction of the classical CD14(+)CD16(-) monocytes gradually expressed CD16(+) to become CD16(+)CD14(+) cells and subsequently matured into the nonclassical CD14(-)CD16(+) cell subset. The differentiation kinetics of BDCA-1(+) myeloid DC and CD123(+) plasmacytoid DC were distinct from the monocyte subsets, indicating differences in their myeloid cell origins. Results from studies utilizing nonhuman primates provide valuable information about the turnover, kinetics, and maturation of the different subsets of monocytes and DC using approaches that cannot readily be performed in humans and support further analyses to continue examining the unique myeloid cell origins that may be applied to address disease pathogenesis mechanisms and intervention strategies in humans.


Assuntos
Diferenciação Celular , Células Dendríticas/citologia , Células Dendríticas/metabolismo , Monócitos/citologia , Monócitos/metabolismo , Animais , Antígenos CD/metabolismo , Células da Medula Óssea/citologia , Células da Medula Óssea/metabolismo , Antígeno CD11c/metabolismo , Humanos , Imunofenotipagem , Macaca , Células Mieloides/citologia , Células Mieloides/metabolismo , Fenótipo
5.
J Neurovirol ; 22(6): 831-839, 2016 12.
Artigo em Inglês | MEDLINE | ID: mdl-27273075

RESUMO

Flaviviruses, including Zika and dengue (DENV), pose a serious global threat to human health. Of the 50+ million humans infected with DENV annually, approximately 1-3 % progress to severe disease manifestations, dengue hemorrhagic fever (DHF) or dengue shock syndrome (DSS). Several factors are suspected to mediate the course of infection and pathogenesis of DENV infection. DHF and DSS are associated with vascular leakage and neurological sequelae. Our hypothesis was that altered astrocyte activation and morphology would alter the dynamics of the extracellular space and hence, neuronal and vascular function. We investigated the mechanisms of neuropathogenesis DENV infection in rhesus macaques. There were decreased numbers of GFAP immunopositive astrocytes per unit area, although those that remained had increased arbor length and complexity. This was combined with structural hypertrophy of white matter astrocytes in the absence of increased vascular leakage. Combined, these studies show how even low-grade infection with DENV induces measurable changes within the parenchyma of infected individuals.


Assuntos
Astrócitos/patologia , Vírus da Dengue/patogenicidade , Dengue/patologia , Substância Branca/patologia , Animais , Astrócitos/metabolismo , Biomarcadores/metabolismo , Dengue/genética , Dengue/metabolismo , Dengue/virologia , Vírus da Dengue/classificação , Vírus da Dengue/genética , Modelos Animais de Doenças , Expressão Gênica , Proteína Glial Fibrilar Ácida/genética , Proteína Glial Fibrilar Ácida/metabolismo , Humanos , Hipertrofia , Macaca mulatta , Sorogrupo , Substância Branca/metabolismo , Proteína da Zônula de Oclusão-1/genética , Proteína da Zônula de Oclusão-1/metabolismo
6.
J Neurovirol ; 22(2): 140-8, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26419894

RESUMO

Chikungunya, "that which bends up" in the Makonde dialect, is an emerging global health threat, with increasing incidence of neurological complications. Until 2013, Chikungunya infection had been largely restricted to East Africa and the Indian Ocean, with cases within the USA reported to be from foreign travel. However, in 2014, over 1 million suspected cases were reported in the Americas, and a recently infected human could serve as an unwitting reservoir for the virus resulting in an epidemic in the continental USA. Chikungunya infection is increasingly being associated with neurological sequelae. In this study, we sought to understand the role of astrocytes in the neuropathogenesis of Chikungunya infection. Even after virus has been cleared form the circulation, astrocytes were activated with regard to TLR2 expression. In addition, white matter astrocytes were hypertrophic, with increased arbor volume in gray matter astrocytes. Combined, these would alter the number and distribution of synapses that each astrocyte would be capable of forming. These results provide the first evidence that Chikungunya infection induces morphometric and innate immune activation of astrocytes in vivo. Perturbed glia-neuron signaling could be a major driving factor in the development of Chikungunya-associated neuropathology.


Assuntos
Astrócitos/patologia , Febre de Chikungunya/patologia , Gliose/patologia , Imunidade Inata , Neurônios/patologia , Animais , Astrócitos/imunologia , Astrócitos/virologia , Febre de Chikungunya/genética , Febre de Chikungunya/imunologia , Febre de Chikungunya/virologia , Vírus Chikungunya/imunologia , Vírus Chikungunya/patogenicidade , Modelos Animais de Doenças , Expressão Gênica , Gliose/genética , Gliose/imunologia , Gliose/virologia , Substância Cinzenta/imunologia , Substância Cinzenta/patologia , Substância Cinzenta/virologia , Interações Hospedeiro-Patógeno , Humanos , Macaca fascicularis , Neurônios/imunologia , Neurônios/virologia , Transdução de Sinais , Telemetria , Receptor 2 Toll-Like/genética , Receptor 2 Toll-Like/imunologia , Substância Branca/imunologia , Substância Branca/patologia , Substância Branca/virologia
7.
Brain Behav Immun ; 55: 60-69, 2016 07.
Artigo em Inglês | MEDLINE | ID: mdl-26851132

RESUMO

How aging impacts the central nervous system (CNS) is an area of intense interest. Glial morphology is known to affect neuronal and immune function as well as metabolic and homeostatic balance. Activation of glia, both astrocytes and microglia, occurs at several stages during development and aging. The present study analyzed changes in glial morphology and density through the entire lifespan of rhesus macaques, which are physiologically and anatomically similar to humans. We observed apparent increases in gray matter astrocytic process length and process complexity as rhesus macaques matured from juveniles through adulthood. These changes were not attributed to cell enlargement because they were not accompanied by proportional changes in soma or process volume. There was a decrease in white matter microglial process length as rhesus macaques aged. Aging was shown to have a significant effect on gray matter microglial density, with a significant increase in aged macaques compared with adults. Overall, we observed significant changes in glial morphology as macaques age indicative of astrocytic activation with subsequent increase in microglial density in aged macaques.


Assuntos
Envelhecimento/fisiologia , Astrócitos/citologia , Substância Cinzenta/citologia , Substância Cinzenta/crescimento & desenvolvimento , Macaca mulatta/crescimento & desenvolvimento , Microglia/citologia , Substância Branca/citologia , Substância Branca/crescimento & desenvolvimento , Animais , Feminino , Humanos , Masculino
8.
Proc Natl Acad Sci U S A ; 110(50): 20182-7, 2013 Dec 10.
Artigo em Inglês | MEDLINE | ID: mdl-24277816

RESUMO

Evolutionarily conserved short (20-30 nucleotides) noncoding RNAs (microRNAs) are powerful regulators of gene expression in a variety of physiological and pathological processes. As such, means to efficiently modulate microRNA function constitute an important therapeutic opportunity. Here we demonstrate that primary B lymphocytes can be genetically programmed with nonviral plasmid DNA for the biogenesis and delivery of antisense sequences (anti-microRNA) against microRNA-150 (miR-150). Within 18 h of transfection with an anti-miR-150 construct, primary B lymphocytes secrete ∼3,000 copies of anti-miR-150 molecules per cell. Anti-miR-150 molecules released by B lymphocytes were internalized by CD8 T lymphocytes during cross-priming in vitro and in vivo, resulting in marked down-regulation of endogenous miR-150. However, such internalization was not observed in the absence of cross-priming. These results suggest that shuttling anti-miR-150 molecules from B lymphocytes to T cells requires the activation of receiver T cells via the antigen receptor. Finally, anti-miR-150 synthesized in B cells were secreted both as free and extracellular vesicle-associated fractions, but only extracellular vesicle-associated anti-miR-150 were apparently taken up by CD8 T cells. Collectively, these data indicate that primary B lymphocytes represent an efficient platform for the synthesis and delivery of short, noncoding RNA, paving the way for an approach to immunogenomic therapies.


Assuntos
Linfócitos B/metabolismo , Regulação da Expressão Gênica/genética , Marcação de Genes/métodos , Imunoterapia/métodos , MicroRNAs/metabolismo , Pequeno RNA não Traduzido/biossíntese , Pequeno RNA não Traduzido/metabolismo , Animais , Anticorpos/imunologia , Apresentação Cruzada , Citometria de Fluxo , Humanos , Camundongos , Camundongos Endogâmicos C57BL , MicroRNAs/genética , Microscopia de Fluorescência , Oligonucleotídeos/genética , Plasmídeos/genética , Reação em Cadeia da Polimerase em Tempo Real , Transfecção
9.
Brain Behav Immun ; 50: 288-297, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26191654

RESUMO

The role of glia in the development and treatment of behavioral abnormalities is understudied. Recent reports have observed glial activation in several disorders, including depression, autism spectrum disorders and self-injurious behaviors (SIB). In the current study, we examined SIB in the physiologically and anatomically relevant nonhuman primate (NHP) model. At the Tulane National Primate Research Center (TNPRC), approximately 5% of singly housed macaques develop symptoms of SIB. We have previously demonstrated that naltrexone hydrochloride can be effective in reducing SIB. We have also demonstrated that the astrocytes of animals with SIB are distinctly atrophic and display heightened innate immune activation compared with control animals. We have added a third group of animals (five macaques identified with SIB and treated with oral naltrexone at a dose of 3.2mg/kg) to the previous cohort (six macaques with a history of SIB but not treated, and nine animals with no history of SIB) for this study. Gray and white matter astrocytes from frontal cortical tissue were examined following necropsy. Innate immune activation of astrocytes, which was increased in SIB animals, was markedly decreased in animals receiving naltrexone, as was atrophy of both grey and white matter astrocytes. This was concomitant with improved behavioral correlates. Preventing astrocyte activation in select areas of the brain to reduce injurious behavior is an innovative concept with implications for mental health studies. Differences in multiple areas of primate brain would help determine how self-injurious behavior develops. These studies suggest a stronger role for astrocytes in the cellular events associated with self-injurious behaviors.


Assuntos
Astrócitos/efeitos dos fármacos , Astrócitos/patologia , Encéfalo/efeitos dos fármacos , Naltrexona/administração & dosagem , Comportamento Autodestrutivo/imunologia , Comportamento Autodestrutivo/patologia , Animais , Astrócitos/metabolismo , Atrofia , Encéfalo/metabolismo , Encéfalo/patologia , Feminino , Substância Cinzenta/efeitos dos fármacos , Substância Cinzenta/patologia , Macaca mulatta , Masculino , Comportamento Autodestrutivo/prevenção & controle , Receptor 2 Toll-Like/metabolismo , Substância Branca/efeitos dos fármacos , Substância Branca/patologia
10.
J Neurovirol ; 20(5): 474-84, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24970236

RESUMO

Cortical function is disrupted in neuroinflammatory disorders, including HIV-associated neurocognitive disorders (HAND). Astrocyte dysfunction includes retraction of foot processes from the blood-brain barrier and decreased removal of neurotransmitters from synaptic clefts. Mechanisms of astrocyte activation, including innate immune function and the fine neuroanatomy of astrocytes, however, remain to be investigated. We quantified the number of glial fibrillary acidic protein (GFAP)-labeled astrocytes per square millimeter and the proportion of astrocytes immunopositive for Toll-like receptor 2 (TLR2) to examine innate immune activation in astrocytes. We also performed detailed morphometric analyses of gray and white matter astrocytes in the frontal and parietal lobes of rhesus macaques infected with simian immunodeficiency virus (SIV), both with and without encephalitis, an established model of AIDS neuropathogenesis. Protoplasmic astrocytes (gray matter) and fibrous astrocytes (deep white matter) were imaged, and morphometric features were analyzed using Neurolucida. Gray matter and white matter astrocytes showed no change in cell body size in animals infected with SIV regardless of encephalitic status. In SIV-infected macaques, both gray and white matter astrocytes had shorter, less ramified processes, resulting in decreased cell arbor compared with controls. SIV-infected macaques with encephalitis showed decreases in arbor length in white matter astrocytes and reduced complexity in gray matter astrocytes compared to controls. These results provide the first evidence that innate immune activation of astrocytes is linked to altered cortical astrocyte morphology in SIV/HIV infection. Here, we demonstrate that astrocyte remodeling is correlated with infection. Perturbed neuron-glia signaling may be a driving factor in the development of HAND.


Assuntos
Astrócitos/imunologia , Astrócitos/patologia , Síndrome de Imunodeficiência Adquirida dos Símios/imunologia , Síndrome de Imunodeficiência Adquirida dos Símios/patologia , Complexo AIDS Demência/imunologia , Complexo AIDS Demência/patologia , Animais , Modelos Animais de Doenças , Imunofluorescência , Macaca mulatta
11.
BJR Case Rep ; 10(4): uaae020, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38983110

RESUMO

Reirradiation in recurrent head and neck cancer presents a considerable clinical challenge in radiation oncology. Though technically feasible due to advanced treatment delivery and planning techniques, confidence in delivering such treatments is not universal and patient selection is critical. Radiotherapy planning in reirradiation cases presents a complex technical challenge owing to the often-considerable overlap of dose from a patient's first treatment plan. This technical note describes three clinical case studies of recurrent head and neck cancer and the technical details of how their multidose level reirradiation was planned. Each patient had confirmed recurrence of squamous cell carcinoma and was referred for reirradiation to a previously irradiated area. The clinical details for each patient are provided before a detailed description of the treatment planning methodology is presented, which specifies how to approach such complex overlapping treatment volumes. The patient outcomes are described and a discussion is presented outlining the clinical challenges associated with these cases and the variables that must be accounted for when considering patients for potential reirradiation.

12.
Neuroimage Clin ; 41: 103587, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38422832

RESUMO

OBJECTIVE: Deep brain stimulation (DBS) studies have shown that stimulation of the motor segment of the thalamus based on probabilistic tractography is predictive of improvement in essential tremor (ET). However, probabilistic methods are computationally demanding, requiring the need for alternative tractography methods for use in the clinical setting. The purpose of this study was to compare probabilistic vs deterministic tractography methods for connectivity-based targeting in patients with ET. METHODS: Probabilistic and deterministic tractography methods were retrospectively applied to diffusion-weighted data sets in 36 patients with refractory ET. The thalamus and precentral gyrus were selected as regions of interest and fiber tracking was performed between these regions to produce connectivity-based thalamic segmentations, per prior methods. The resultant deterministic target maps were compared with those of thresholded probabilistic maps. The center of gravity (CG) of each connectivity map was determined and the differences in spatial distribution between the tractography methods were characterized. Furthermore, the intersection between the connectivity maps and CGs with the therapeutic volume of tissue activated (VTA) was calculated. A mixed linear model was then used to assess clinical improvement in tremor with volume of overlap. RESULTS: Both tractography methods delineated the region of the thalamus with connectivity to the precentral gyrus to be within the posterolateral aspect of the thalamus. The average CG of deterministic maps was more medial-posterior in both the left (3.7 ± 1.3 mm3) and the right (3.5 ± 2.2 mm3) hemispheres when compared to 30 %-thresholded probabilistic maps. Mixed linear model showed that the volume of overlap between CGs of deterministic and probabilistic targeting maps and therapeutic VTAs were significant predictors of clinical improvement. CONCLUSIONS: Deterministic tractography can reconstruct DBS thalamic target maps in approximately 5 min comparable to those produced by probabilistic methods that require > 12 h to generate. Despite differences in CG between the methods, both deterministic-based and probabilistic targeting were predictive of clinical improvement in ET.


Assuntos
Estimulação Encefálica Profunda , Tremor Essencial , Humanos , Tremor Essencial/diagnóstico por imagem , Tremor Essencial/terapia , Estimulação Encefálica Profunda/métodos , Estudos Retrospectivos , Tálamo/diagnóstico por imagem , Tremor
13.
Obes Sci Pract ; 10(1): e726, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38263999

RESUMO

Objectives: This study aimed to estimate clinical, economic (including productivity), and health-related quality of life (HRQoL) outcomes and associated individual characteristics among adults with overweight (OW) or obesity in the United States. Methods: This study included adult respondents with body mass index (BMI) ≥18.5 kg/m2 in the 2017-2018 National Health and Nutrition Examination Survey (NHANES) and 2016 Medical Expenditure Panel Survey. Respondents were classified according to BMI. Individual characteristics were described by BMI categories. Multivariable regression models estimated the association between BMI categories and outcomes, adjusting for individual characteristics. Results: Nearly three-quarters (73.7%) of NHANES participants were OW or obese. Relative to Normal weight (NW), respondents with Class 3 obesity had more obesity-related complications (2.07 vs. 4.62, p < 0.001). Higher BMI was associated with significantly lower HRQoL, lower productivity, and higher healthcare expenditures as well as more frequent weight loss attempts in the previous 12 months. Weight loss surgery and prescription anti-obesity medications (AOMs) were used only by a very small proportion of individuals. Despite frequent weight loss attempts, most respondents did not achieve clinically meaningful weight loss. Conclusions: Adults with OW or obesity experienced worse clinical, economic and HRQoL outcomes than those with NW. Better use of evidence-based obesity treatments, including prescription AOMs, should be considered to achieve more clinically meaningful weight reduction and improved outcomes in individuals with OW or obesity.

14.
Ann Clin Lab Sci ; 53(6): 819-824, 2024 Jan 04.
Artigo em Inglês | MEDLINE | ID: mdl-38182154

RESUMO

OBJECTIVE: Deep learning has been shown to be useful in detecting breast cancer metastases by analyzing whole slide images (WSI) of sentinel lymph nodes; however, it requires extensive analysis of all the lymph node slides. Our deep learning study attempts to provide a rapid screen for metastasis by analyzing only a small set of image patches to detect changes in tumor environment. METHODS: We designed a convolutional neural network to build a diagnostic model for metastasis detection. We obtained WSIs of Hematoxylin and Eosin-stained slides from 34 cases with equal distribution in positive/negative categories. Two WSIs were selected from each case for a total of 69 WSIs. From each WSI, 40 image patches (100x100 pixels) were obtained to yield 2720 image patches, from which 2160 (79%) were used for training, 240 (9%) for validation, and 320 (12%) for testing. Interobserver variation was also examined among 3 users. RESULTS: The test results showed excellent diagnostic results: accuracy (91.15%), sensitivity (77.92%), and specificity (92.09%). No significant variation in results was observed among the 3 observers. CONCLUSION: This preliminary study provided a proof of concept for conducting a rapid screen for metastasis rather than an exhaustive search for tumors in all fields of all sentinel lymph nodes.


Assuntos
Neoplasias da Mama , Aprendizado Profundo , Melanoma , Linfonodo Sentinela , Neoplasias Cutâneas , Humanos , Feminino , Neoplasias da Mama/diagnóstico
15.
Digit Health ; 8: 20552076221084472, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35295765

RESUMO

Background: Adherence to antipsychotic medication is critical for bipolar disorder (BPD), major depression (MDD) and schizophrenia (SCZ) patients. Digital tools have emerged to monitor medication adherence along with tracking general health. Evidence on physician or patient preferences for such tools exists but is limited among caregivers. The study objective was to assess preferences and willingness-to-pay (WTP) for medication adherence monitoring tools among caregivers of SMI patients. Methods: A web-based survey was administered to caregivers of adult SMI patients. Twelve discrete choice questions comparing adherence monitoring tools that varied across two attribute bundles: (1) tool attributes including source of medication adherence information, frequency of information updates, access to adherence information, and physical activity, mood, and rest tracking, and (2) caregiver monthly out-of-pocket cost attribute were administered to caregiver respondents. Attributes were parameterized for both digital and non-digital tools. Random utility models were used to estimate caregivers' preferences and WTP. Results: Among 184 study-eligible caregivers, 57, 61 and 66 participants cared for BPD, MDD, and SCZ patients, respectively. Caregivers highly preferred (odds ratio (OR): 7.34, 95% confidence interval (CI): 5.00-10.79) a tool that tracked medication ingestion using a pill embedded with an ingestible event market (IEM) sensor and tracked patients' physical activity, mood, and rest than a non-digital pill organizer. Additionally, caregivers were willing to pay $255 per month (95% CI: $123-$387) more for this tool compared to a pill organizer. Conclusion: Caregivers of SMI patients highly preferred and were willing to pay more for digital tools that not only measures medication ingestion but also tracks general health.

16.
J Immunother Cancer ; 10(8)2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35981787

RESUMO

BACKGROUND: Merkel cell carcinoma (MCC) is a rare, aggressive, cutaneous neuroendocrine neoplasm with annual incidence rates of 0.13-1.6 cases/100,000/year worldwide as of 2018. Chemotherapy for metastatic MCC (mMCC) has high objective response rates (ORRs), but responses are not durable and overall survival (OS) is poor. Avelumab (anti-programmed death-ligand 1) has demonstrated meaningful survival benefit and durable responses in clinical trials for mMCC. This study investigated real-world clinical outcomes in avelumab-treated patients with advanced (stage IIIB/IV) MCC in US academic medical centers. METHODS: We conducted a retrospective chart review of patients with advanced MCC who initiated avelumab between March 1, 2017, and July 31, 2019, at six US academic centers. Data were requested for eligible patients from index date through December 31, 2020. Descriptive analyses were conducted to assess demographic and clinical characteristics, real-world ORR (rwORR), real-world duration of response, real-world progression-free survival (rwPFS), and OS. RESULTS: Ninety patients with advanced MCC (82%, stage IV; 18%, stage IIIB) received avelumab. Median follow-up was 20.8 months (95% CI: 19.1 to 24.2). Median age was 68 years (range, 48-83), and the majority of patients were men (58%) and white (93%). The primary tumor was most commonly located on the lower limb (38%), with metastases mostly located in lymph nodes (68%), lung (52%), and viscera (52%). Approximately 42% and 26% of patients had an Eastern Cooperative Oncology Group performance status of 2 and 3, respectively. Seventy-three patients (81%) received avelumab as first-line treatment of advanced MCC, while 17 (19%) received avelumab as second-line or later treatment. The median duration of avelumab treatment was 13.5 months (95% CI: 6.4 to 30.6), with 42% of patients still receiving avelumab by the end of follow-up. Patients with avelumab treatment had an rwORR of 73% (95% CI: 64 to 83), median rwPFS of 24.4 months (95% CI: 8.31 to not estimable (NE)), and median OS of 30.7 months (95% CI: 11.2 to NE). CONCLUSIONS: This real-world study of patients with advanced MCC demonstrated that avelumab treatment resulted in a high response rate with durable responses and prolonged survival. The study findings validate the results demonstrated in prospective clinical trials and other observational studies.


Assuntos
Carcinoma de Célula de Merkel , Neoplasias Cutâneas , Idoso , Anticorpos Monoclonais/uso terapêutico , Anticorpos Monoclonais Humanizados , Carcinoma de Célula de Merkel/tratamento farmacológico , Carcinoma de Célula de Merkel/patologia , Feminino , Humanos , Masculino , Estudos Prospectivos , Estudos Retrospectivos , Neoplasias Cutâneas/tratamento farmacológico , Neoplasias Cutâneas/patologia , Estados Unidos/epidemiologia
17.
Br J Radiol ; 95(1130): 20211219, 2022 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-34918547

RESUMO

OBJECTIVES: Radiologist input in peer review of head and neck radiotherapy has been introduced as a routine departmental approach. The aim was to evaluate this practice and to quantitatively analyse the changes made. METHODS: Patients treated with radical-dose radiotherapy between August and November 2020 were reviewed. The incidence of major and minor changes, as defined by The Royal College of Radiologists guidance, was prospectively recorded. The amended radiotherapy volumes were compared with the original volumes using Jaccard Index (JI) to assess conformity; Geographical Miss Index (GMI) for undercontouring; and Hausdorff Distance (HD) between the volumes. RESULTS: In total, 73 out of 87 (84%) patients were discussed. Changes were recommended in 38 (52%) patients: 30 had ≥1 major change, eight had minor changes only. There were 99 amended volumes: The overall median JI, GMI and HD was 0.91 (interquartile range [IQR]=0.80-0.97), 0.06 (IQR = 0.02-0.18) and 0.42 cm (IQR = 0.20-1.17 cm), respectively. The nodal gross-tumour-volume (GTVn) and therapeutic high-dose nodal clinical-target-volume (CTVn) had the biggest magnitude of changes: The median JI, GMI and HD of GTVn was 0.89 (IQR = 0.44-0.95), 0.11 (IQR = 0.05-0.51), 3.71 cm (IQR = 0.31-6.93 cm); high-dose CTVn was 0.78 (IQR = 0.59-0.90), 0.20 (IQR = 0.07-0.31) and 3.28 cm (IQR = 1.22-6.18 cm), respectively. There was no observed difference in the quantitative indices of the 85 'major' and 14 'minor' volumes (p = 0.5). CONCLUSIONS: Routine head and neck radiologist input in radiotherapy peer review is feasible and can help avoid gross error in contouring. ADVANCES IN KNOWLEDGE: The major and minor classifications may benefit from differentiation with quantitative indices but requires correlation from clinical outcomes.


Assuntos
Neoplasias de Cabeça e Pescoço/diagnóstico por imagem , Neoplasias de Cabeça e Pescoço/radioterapia , Revisão dos Cuidados de Saúde por Pares , Radiologistas , Radioterapia de Intensidade Modulada , Adulto , Idoso , Idoso de 80 Anos ou mais , Biópsia , Erros de Diagnóstico/prevenção & controle , Fracionamento da Dose de Radiação , Feminino , Neoplasias de Cabeça e Pescoço/patologia , Humanos , Masculino , Pessoa de Meia-Idade , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Dosagem Radioterapêutica , Tomografia Computadorizada por Raios X
18.
MDM Policy Pract ; 7(2): 23814683221113846, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35936828

RESUMO

Background. Traditional approaches to capturing health-related productivity loss (e.g., the human capital method) focus only on the foregone wages of affected patients, overlooking the losses caregivers can incur. This study estimated the burden of productivity loss among breast cancer (BC) and non-small-cell lung cancer (NSCLC) patients and individuals caring for such patients using an augmented multiplier method. Design. A cross-sectional survey of BC and NSCLC patients and caregivers measured loss associated with time absent from work (absenteeism) and reduced effectiveness (presenteeism). Respondents reported pre- and postcancer diagnosis income, hours worked, and time to complete tasks. Exploratory multivariable analyses examined correlations between respondents' clinical/demographic characteristics-including industry of employment-and postdiagnosis productivity. Results. Of 204 patients (104 BC, 100 NSCLC) and 200 caregivers (100 BC, 100 NSCLC) who completed the survey, 319 participants (162 BC, 157 NSCLC) working ≥40 wk/y prediagnosis were included in the analysis. More than one-third of the NSCLC (33%) and BC (43%) patients left the workforce postdiagnosis, whereas only 15% of caregivers did. The traditional estimate for the burden of productivity loss was 66% lower on average than the augmented estimate (NSCLC patients: 60%, BC patients: 69%, NSCLC caregivers: 59%, and BC caregivers: 73%). Conclusions. Although patients typically experience greater absenteeism, productivity loss incurred by caregivers is also substantial. Failure to account for such impacts can result in substantial underestimation of productivity gains novel cancer treatments may confer by enabling patients and caregivers to remain in the workforce longer. Our results underscore the importance of holistic approaches to understanding this impact on both patients and their caregivers and accounting for such considerations when making decisions about treatment and treatment value. Highlights: Cancer can have a profound impact on productivity. This study demonstrates how the disease affects not only patients but also the informal or unpaid individuals who care for patients.An augmented approach to calculating health-related productivity loss suggests that productivity impacts are much larger than previously understood.A more comprehensive understanding of the economic burden of cancer for both patients and their caregivers suggests the need for more support in the workplace for these individuals and a holistic approach to accounting for these impacts in treatment decision making.

19.
J Neural Eng ; 19(4)2022 07 20.
Artigo em Inglês | MEDLINE | ID: mdl-35790135

RESUMO

Objective.Therapeutic efficacy of deep brain stimulation (DBS) in both established and emerging indications, is highly dependent on accurate lead placement and optimized clinical programming. The latter relies on clinicians' experience to search among available sets of stimulation parameters and can be limited by the time constraints of clinical practice. Recent innovations in device technology have expanded the number of possible electrode configurations and parameter sets available to clinicians, amplifying the challenge of time constraints. We hypothesize that patient specific neuroimaging data can effectively assist the clinical programming using automated algorithms.Approach.This paper introduces the DBS Illumina 3D algorithm as a tool which uses patient-specific imaging to find stimulation settings that optimizes activating a target area while minimizing the stimulation of areas outside the target that could result in unknown or undesired side effects. This approach utilizes preoperative neuroimaging data paired with the postoperative reconstruction of the lead trajectory to search the available stimulation space and identify optimized stimulation parameters. We describe the application of this algorithm in three patients with treatment-resistant depression who underwent bilateral implantation of DBS in subcallosal cingulate cortex and ventral capsule/ventral striatum using tractography optimized targeting with an imaging defined target previously described.Main results.Compared to the stimulation settings selected by the clinicians (informed by anatomy), stimulation settings produced by the algorithm that achieved similar or greater target coverage, produced a significantly smaller stimulation area that spilled outside the target (P= 0.002).Significance. The DBS Illumina 3D algorithm is seamlessly integrated with the clinician programmer software and effectively and rapidly assists clinicians with the analysis of image based anatomy, and provides a starting point to search the highly complex stimulation parameter space and arrive at the stimulation settings that optimize activating a target area.


Assuntos
Estimulação Encefálica Profunda , Algoritmos , Estimulação Encefálica Profunda/métodos , Humanos , Neuroimagem , Software
20.
Brain Stimul ; 15(3): 554-565, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35292403

RESUMO

BACKGROUND: The efficacy of psychiatric DBS is thought to be driven by the connectivity of stimulation targets with mood-relevant fronto-temporal networks, which is typically evaluated using diffusion-weighted tractography. OBJECTIVE: Leverage intracranial electrophysiology recordings to better predict the circuit-wide effects of neuromodulation to white matter targets. We hypothesize strong convergence between tractography-predicted structural connectivity and stimulation-induced electrophysiological responses. METHODS: Evoked potentials were elicited by single-pulse stimulation to two common DBS targets for treatment-resistant depression - the subcallosal cingulate (SCC) and ventral capsule/ventral striatum (VCVS) - in two patients undergoing DBS with stereo-electroencephalographic (sEEG) monitoring. Evoked potentials were compared with predicted structural connectivity between DBS leads and sEEG contacts using probabilistic, patient-specific diffusion-weighted tractography. RESULTS: Evoked potentials and tractography showed strong convergence in both patients in orbitofrontal, ventromedial prefrontal, and lateral prefrontal cortices for both SCC and VCVS stimulation targets. Low convergence was found in anterior cingulate (ACC), where tractography predicted structural connectivity from SCC targets but produced no evoked potentials during SCC stimulation. Further, tractography predicted no connectivity to ACC from VCVS targets, but VCVS stimulation produced robust evoked potentials. CONCLUSION: The two connectivity methods showed significant convergence, but important differences emerged with respect to the ability of tractography to predict electrophysiological connectivity between SCC and VCVS to regions of the mood-related network. This multimodal approach raises intriguing implications for the use of tractography in surgical targeting and provides new data to enhance our understanding of the network-wide effects of neuromodulation.


Assuntos
Estimulação Encefálica Profunda , Transtorno Depressivo Resistente a Tratamento , Substância Branca , Estimulação Encefálica Profunda/métodos , Transtorno Depressivo Resistente a Tratamento/terapia , Imagem de Tensor de Difusão/métodos , Giro do Cíngulo/fisiologia , Humanos , Substância Branca/fisiologia
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