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1.
Tomography ; 8(2): 644-656, 2022 03 02.
Artigo em Inglês | MEDLINE | ID: mdl-35314631

RESUMO

This observer study investigates the effect of computerized artificial intelligence (AI)-based decision support system (CDSS-T) on physicians' diagnostic accuracy in assessing bladder cancer treatment response. The performance of 17 observers was evaluated when assessing bladder cancer treatment response without and with CDSS-T using pre- and post-chemotherapy CTU scans in 123 patients having 157 pre- and post-treatment cancer pairs. The impact of cancer case difficulty, observers' clinical experience, institution affiliation, specialty, and the assessment times on the observers' diagnostic performance with and without using CDSS-T were analyzed. It was found that the average performance of the 17 observers was significantly improved (p = 0.002) when aided by the CDSS-T. The cancer case difficulty, institution affiliation, specialty, and the assessment times influenced the observers' performance without CDSS-T. The AI-based decision support system has the potential to improve the diagnostic accuracy in assessing bladder cancer treatment response and result in more consistent performance among all physicians.


Assuntos
Sistemas de Apoio a Decisões Clínicas , Neoplasias da Bexiga Urinária , Inteligência Artificial , Humanos , Tomografia Computadorizada por Raios X , Neoplasias da Bexiga Urinária/diagnóstico por imagem , Neoplasias da Bexiga Urinária/terapia , Urografia
2.
Crit Rev Oncol Hematol ; 160: 103287, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33753250

RESUMO

Chromophobe renal cell carcinoma (chRCC) is the third most common type of RCC with distinct biology compared to other kidney cancer subtypes. The heterogeneity between the RCC subtypes is associated with noticeable differences in tumor aggressiveness and risk for the development of metastatic disease. ChRCC is characterized by chromosomal aneuploidy, TP53, PTEN, and mitochondrial gene mutations. Though the therapeutic landscape of clear cell RCC (ccRCC) has significantly evolved over the past decade, limited progress has been seen in chRCC due to its infrequent incidence. In fact, the therapeutic approach for chRCC is often extrapolated from ccRCC treatments or studies that combine several forms of nccRCC subtypes. In the new era of genetic profiling of tumors and targeted therapeutics, this review describes the epidemiology, pathology, molecular characteristics, and current management with ongoing clinical trials for chRCC.


Assuntos
Carcinoma de Células Renais , Neoplasias Renais , Carcinoma de Células Renais/diagnóstico , Carcinoma de Células Renais/epidemiologia , Carcinoma de Células Renais/genética , Humanos , Neoplasias Renais/diagnóstico , Neoplasias Renais/epidemiologia , Neoplasias Renais/genética
3.
JAMA Oncol ; 6(10): 1606-1610, 2020 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-32469396

RESUMO

Importance: Several immune checkpoint inhibitors (ICIs) are approved for use in patients with metastatic renal cell carcinoma (mRCC), but the efficacy and safety of ICI rechallenge in mRCC is unknown. Objective: To evaluate the safety and efficacy of ICI rechallenge in patients with mRCC. Design, Setting, and Participants: This multicenter, retrospective cohort study included consecutive patients with mRCC from 9 institutions in the US who received at least 2 separate lines of ICI (ICI-1, ICI-2) between January 2012 and December 2019. Exposure: Receipt of an ICI (anticytotoxic T-lymphocyte-associated protein 4, anti-programmed cell death protein 1, or anti-programmed cell death ligand 1), alone or in combination with other therapies, in at least 2 separate lines of therapy for mRCC. Main Outcomes and Measures: Investigator-assessed best overall response and immune-related adverse events. Results: A total of 69 patients were included. Median (range) age at diagnosis of mRCC was 61 (36-86) years. Of these, 50 were men and 19 were women. The most common therapies received at ICI-1 were single-agent ICI (n = 27 [39%]) or ICI in combination with targeted therapy (n = 29 [42%]), while at ICI-2, the most common therapies were single-agent ICI (n = 26 [38%]) or dual ICI (n = 22 [32%]). Most patients discontinued ICI-1 owing to disease progression (n = 50 [72%]) or toxic effects (n = 16 [23%]). The overall response rates at ICI-1 and ICI-2 were 37% and 23%, respectively. The likelihood of a response at ICI-2 was greatest among patients who had previously responded to ICI-1 (7 of 24 [29%]), although responses at ICI-2 were seen in those who had progressive disease as their best response following ICI-1 (3 of 14 [21%]) as well as in those who received single-agent ICI at ICI-2 (7 of 23 [30%]). Grade 3 or higher immune-related adverse events were seen in 18 patients (26%) and 11 patients (16%) at ICI-1 and ICI-2, respectively. There were no treatment-related deaths. Conclusions and Relevance: The findings of this multicenter cohort study suggest that ICI rechallenge in patients with mRCC may be safe and reasonably efficacious, with an overall response rate of 23%. Data from prospective studies are needed to validate these findings and determine the role of sequential ICI regimens in treatment of mRCC.


Assuntos
Carcinoma de Células Renais/tratamento farmacológico , Inibidores de Checkpoint Imunológico/uso terapêutico , Neoplasias Renais/tratamento farmacológico , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Inibidores de Checkpoint Imunológico/efeitos adversos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos
5.
J Clin Anesth ; 49: 88-91, 2018 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-29913394

RESUMO

STUDY OBJECTIVE: The US Agency for Healthcare Research and Quality's State Ambulatory Surgery Database includes procedures performed at hospital outpatient surgery departments. We hypothesized that, among US hospitals with an anesthesia department and freestanding outpatient surgical center, the prevalence on hospital campuses (i.e., within 250 yards of the main hospital building) would be sufficiently large (e.g., >10%) to influence interpretation of observational studies performed with US national ambulatory surgery datasets. DESIGN: Randomly selected Medicare certified hospitals in the USA surveyed during a two-week period in February 2017. SETTING: Observational cohort study of 500 unique hospitals. MEASUREMENTS: Freestanding surgery centers were obtained from a review of the websites of the hospitals. Google map street view was used to measure linear distances of the closest hospital-affiliated ambulatory surgery center with anesthesia provider(s) to each hospital's main building. MAIN RESULTS: There were 124 hospitals with the website listing an affiliated ambulatory surgery center within 10 miles of the main campus. Of the 124 facilities, 53 were freestanding. Of the 53, there were 22 (42%) located within 250 yards, 95% confidence interval 29.1% to 55.9%, P < 0.0001 versus 10%. CONCLUSIONS: The percentage of freestanding surgery centers located within 250 yards of main hospital buildings is sufficiently large to influence analyses. When using US national data, ambulatory surgery reported as performed at a hospital should not be considered as having been performed within the hospital. Similarly, hospital affiliated freestanding surgery centers should not be assumed to be more than a 5 min walk for anesthesia and operating room personnel from the hospital.


Assuntos
Instituições de Assistência Ambulatorial/estatística & dados numéricos , Procedimentos Cirúrgicos Ambulatórios/estatística & dados numéricos , Hospitalização/estatística & dados numéricos , Hospitais/estatística & dados numéricos , Avaliação de Processos e Resultados em Cuidados de Saúde/métodos , Interpretação Estatística de Dados , Humanos , Estudos Observacionais como Assunto , Salas Cirúrgicas/estatística & dados numéricos , Avaliação de Processos e Resultados em Cuidados de Saúde/estatística & dados numéricos , Estados Unidos
6.
JACC Basic Transl Sci ; 1(1-2): 32-44, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27104218

RESUMO

OBJECTIVE: This study aimed to examine acellular extracellular matrix based hydrogels as potential therapies for treating peripheral artery disease (PAD). We tested the efficacy of using a tissue specific injectable hydrogel, derived from decellularized porcine skeletal muscle (SKM), compared to a new human umbilical cord derived matrix (hUC) hydrogel, which could have greater potential for tissue regeneration because of its young tissue source age. BACKGROUND: The prevalence of PAD is increasing and can lead to critical limb ischemia (CLI) with potential limb amputation. Currently there are no therapies for PAD that effectively treat all of the underlying pathologies, including reduced tissue perfusion and muscle atrophy. METHODS: In a rodent hindlimb ischemia model both hydrogels were injected 1-week post-surgery and perfusion was regularly monitored with laser speckle contrast analysis (LASCA) to 35 days post-injection. Histology and immunohistochemistry were used to assess neovascularization and muscle health. Whole transcriptome analysis was further conducted on SKM injected animals on 3 and 10 days post-injection. RESULTS: Significant improvements in hindlimb tissue perfusion and perfusion kinetics were observed with both biomaterials. End point histology indicated this was a result of arteriogenesis, rather than angiogenesis, and that the materials were biocompatible. Skeletal muscle fiber morphology analysis indicated that the muscle treated with the tissue specific, SKM hydrogel more closely matched healthy tissue morphology. Short term histology also indicated arteriogenesis rather than angiogenesis, as well as improved recruitment of skeletal muscle progenitors. Whole transcriptome analysis indicated that the SKM hydrogel caused a shift in the inflammatory response, decreased cell death, and increased blood vessel and muscle development. CONCLUSION: These results show the efficacy of an injectable ECM hydrogel alone as a potential therapy for treating patients with PAD. Our results indicate that the SKM hydrogel improved functional outcomes through stimulation of arteriogenesis and muscle progenitor cell recruitment.

7.
Biomater Sci ; 2014: 60283D, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24634775

RESUMO

Heart failure (HF) after myocardial infarction (MI) is a leading cause of death in the western world with a critical need for new therapies. A previously developed injectable hydrogel derived from porcine myocardial matrix (PMM) has had successful results in both small and large animal MI models. In this study, we sought to evaluate the impact of tissue source on this biomaterial, specifically comparing porcine and human myocardium sources. We first developed an analogous hydrogel derived from human myocardial matrix (HMM). The biochemical and physical properties of the PMM and HMM hydrogels were then characterized, including residual dsDNA, protein content, sulfated glycosaminoglycan (sGAG) content, complex viscosity, storage and loss moduli, and nano-scale topography. Biochemical activity was investigated with in vitro studies for the proliferation of vascular cells and differentiation of human cardiomyocyte progenitor cells (hCMPCs). Next, in vivo gelation and material spread were confirmed for both PMM and HMM after intramyocardial injection. After extensive comparison, the matrices were found to be similar, yet did show some differences. Because of the rarity of collecting healthy human hearts, the increased difficulty in processing the human tissue, shifts in ECM composition due to aging, and significant patient-to-patient variability, these studies suggest that the HMM is not a viable option as a scalable product for the clinic; however, the HMM has potential as a tool for in vitro cell culture.

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