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1.
BMC Health Serv Res ; 24(1): 518, 2024 Apr 24.
Artigo em Inglês | MEDLINE | ID: mdl-38658990

RESUMO

BACKGROUND: Rural populations consistently experience a disproportionate burden of cancer, including higher incidence and mortality rates, compared to the urban populations. Factors that are thought to contribute to these disparities include limited or lack of access to care and challenges with care coordination (CC). In Hawaii, many patients residing in rural areas experience unique challenges with CC as they require inter-island travel for their cancer treatment. In this focus group study, we explored the specific challenges and positive experiences that impact the CC in rural Hawaii cancer patients. METHODS: We conducted two semi-structured focus group interviews with cancer patients receiving active treatment for any type of cancer (n = 8). The participants were recruited from the rural areas of Hawaii, specifically the Hawaii county and Kauai. Rural was defined using the Rural-Urban Commuting Area Codes (RUCA; rural ≥ 4). The focus group discussions were facilitated using open-ended questions to explore patients' experiences with CC. RESULTS: Content analysis revealed that 47% of the discussions were related to CC-related challenges, including access to care (27.3%), insurance (9.1%), inter-island travel (6.1%), and medical literacy (4.5%). Other major themes from the discussions focused on facilitators of CC (30.3%), including the use of electronic patient portal (12.1%), team-based approach (9.1%), family caregiver support (4.5%), and local clinic staff (4.5%). CONCLUSION: Our findings indicate that there are notable challenges in rural patients' experiences regarding their cancer care coordination. Specific factors such as the lack of oncologist and oncology services, fragmented system, and the lack of local general medical providers contribute to problems with access to care. However, there are also positive factors found through the help of facilitators of CC, notability the use of electronic patient portal, team-based approach, family caregiver support, and local clinic staff. These findings highlight potential targets of interventions to improve cancer care delivery for rural patients. TRIAL REGISTRATION: Not required.


Assuntos
Grupos Focais , Acessibilidade aos Serviços de Saúde , Neoplasias , População Rural , Humanos , Havaí , Neoplasias/terapia , Feminino , Masculino , Pessoa de Meia-Idade , População Rural/estatística & dados numéricos , Idoso , Adulto , Pesquisa Qualitativa , Continuidade da Assistência ao Paciente/organização & administração
2.
Asia Pac J Public Health ; : 10105395241240968, 2024 Mar 30.
Artigo em Inglês | MEDLINE | ID: mdl-38553966

RESUMO

Time to diagnosis (TTD) and treatment initiation (TTI) are important measures of access to and quality of cancer care. This study addresses the knowledge gap on the impact of the COVID-19 pandemic on TTD and TTI for rural cancer patients. Sixty-three cancer patients residing in rural areas of the state of Hawaii were surveyed in 2020 to 2021. Overall, 67.5% of participants reported TTD within one month of reporting symptoms to a health care provider. Mean TTI for the overall sample was 55.3 days, and among breast cancer patients, 57.9 days. Compared with pre-pandemic state registry data, mean TTI for the overall sample and breast cancer patients were significantly longer than the state registry null value of 40 days (P = .02 and P =.05, respectively). During the COVID-19 pandemic, cancer patients in rural Hawaii experienced substantial delays in TTI compared with pre-pandemic years.

3.
Pharmacogenomics J ; 24(2): 4, 2024 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-38360955

RESUMO

CYP3A5 genetic variants are associated with tacrolimus metabolism. Controversy remains on whether CYP3A4 increased [*1B (rs2740574), *1 G (rs2242480)] and decreased function [*22 (rs35599367)] genetic variants provide additional information. This retrospective cohort study aims to address whether tacrolimus dose-adjusted trough concentrations differ between combined CYP3A (CYP3A5 and CYP3A4) phenotype groups. Heart transplanted patients (n = 177, between 2008 and 2020) were included and median age was 54 years old. Significant differences between CYP3A phenotype groups in tacrolimus dose-adjusted trough concentrations were found in the early postoperative period and continued to 6 months post-transplant. In CYP3A5 nonexpressers, carriers of CYP3A4*1B or *1 G variants (Group 3) compared to CYP3A4*1/*1 (Group 2) patients were found to have lower tacrolimus dose-adjusted trough concentrations at 2 months. In addition, significant differences were found among CYP3A phenotype groups in the dose at discharge and time to therapeutic range while time in therapeutic range was not significantly different. A combined CYP3A phenotype interpretation may provide more nuanced genotype-guided TAC dosing in heart transplant recipients.


Assuntos
Transplante de Coração , Tacrolimo , Adulto , Humanos , Pessoa de Meia-Idade , Citocromo P-450 CYP3A/genética , Citocromo P-450 CYP3A/metabolismo , Imunossupressores/uso terapêutico , Estudos Retrospectivos , Polimorfismo de Nucleotídeo Único , Fenótipo , Genótipo , Transplante de Coração/efeitos adversos , Transplantados
5.
J Rural Health ; 2024 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-38225683

RESUMO

PURPOSE: Rural residents experience disproportionate burdens of cancer, and poorer cancer health outcomes in rural populations are partly attributed to care delivery challenges. Cancer patients in rural areas often experience unique challenges with care coordination. In this study, we explored patient reports of care coordination among rural Hawaii patients with cancer and compared rural and urban patients' perceptions of cancer care coordination. METHODS: 80 patients receiving active treatment for cancer from rural Hawaii participated in a care coordination study in 2020-2021. Participants completed the Care Coordination Instrument, a validated oncology patient questionnaire. FINDINGS: Mean age of rural cancer patients was 63.0 (SD = 12.1), and 57.7% were female. The most common cancer types were breast and GI. Overall, rural and urban patients' perceptions of care coordination were comparable (p > 0.05). There were statistically significant differences between rural and urban patients' perceptions in communication and navigation aspects of care coordination (p = 0.02 and 0.04, respectively). Specific differences included a second opinion consultation, clinical trial considerations, and after-hours care. 43% of rural patients reported traveling by air for part or all of their cancer treatment. CONCLUSIONS: Findings suggest that while overall perceptions of care coordination were similar between rural and urban patients, differential perceptions of specific care coordination areas between rural and urban patients may reflect limited access to care for rural patients. Improving access to cancer care may be a potential strategy to enhance care coordination for rural patients and ultimately address rural-urban cancer health disparities.

6.
bioRxiv ; 2023 Sep 12.
Artigo em Inglês | MEDLINE | ID: mdl-37745561

RESUMO

Malignant testicular germ cells tumors (TGCTs) are the most common solid cancers in young men. Current TGCT diagnostics include conventional serum protein markers, but these lack the sensitivity and specificity to serve as accurate markers across all TGCT subtypes. MicroRNAs (miRNAs) are small non-coding regulatory RNAs and informative biomarkers for several diseases. In humans, miRNAs of the miR-371-373 cluster are detectable in the serum of patients with malignant TGCTs and outperform existing serum protein markers for both initial diagnosis and subsequent disease monitoring. We previously developed a genetically engineered mouse model featuring malignant mixed TGCTs consisting of pluripotent embryonal carcinoma (EC) and differentiated teratoma that, like the corresponding human malignancies, originate in utero and are highly chemosensitive. Here, we report that miRNAs in the mouse miR-290-295 cluster, homologs of the human miR-371-373 cluster, were detectable in serum from mice with malignant TGCTs but not from tumor-free control mice or mice with benign teratomas. miR-291-293 were expressed and secreted specifically by pluripotent EC cells, and expression was lost following differentiation induced by the drug thioridazine. Notably, miR-291-293 levels were significantly higher in the serum of pregnant dams carrying tumor-bearing fetuses compared to that of control dams. These findings reveal that expression of the miR-290-295 and miR-371-373 clusters in mice and humans, respectively, is a conserved feature of malignant TGCTs, further validating the mouse model as representative of the human disease. These data also highlight the potential of serum miR-371-373 assays to improve patient outcomes through early TGCT detection, possibly even prenatally.

7.
J Biol Chem ; 299(10): 105192, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37625589

RESUMO

Point mutations in leucine-rich repeat kinase 2 (LRRK2) cause Parkinson's disease and augment LRRK2's kinase activity. However, cellular pathways that endogenously enhance LRRK2 kinase function have not been identified. While overexpressed Rab29 draws LRRK2 to Golgi membranes to increase LRRK2 kinase activity, there is little evidence that endogenous Rab29 performs this function under physiological conditions. Here, we identify Rab38 as a novel physiologic regulator of LRRK2 in melanocytes. In mouse melanocytes, which express high levels of Rab38, Rab32, and Rab29, knockdown (or CRISPR knockout) of Rab38, but not Rab32 or Rab29, decreases phosphorylation of multiple LRRK2 substrates, including Rab10 and Rab12, by both endogenous LRRK2 and exogenous Parkinson's disease-mutant LRRK2. In B16-F10 mouse melanoma cells, Rab38 drives LRRK2 membrane association and overexpressed kinase-active LRRK2 shows striking pericentriolar recruitment, which is dependent on the presence of endogenous Rab38 but not Rab32 or Rab29. Consistently, knockdown or mutation of BLOC-3, the guanine nucleotide exchange factor for Rab38 and Rab32, inhibits Rab38's regulation of LRRK2. Deletion or mutation of LRRK2's Rab38-binding site in the N-terminal armadillo domain decreases LRRK2 membrane association, pericentriolar recruitment, and ability to phosphorylate Rab10. In sum, our data identify Rab38 as a physiologic regulator of LRRK2 function and lend support to a model in which LRRK2 plays a central role in Rab GTPase coordination of vesicular trafficking.


Assuntos
Membranas Intracelulares , Serina-Treonina Proteína Quinase-2 com Repetições Ricas em Leucina , Melanócitos , Proteínas rab de Ligação ao GTP , Animais , Camundongos , Complexo de Golgi/enzimologia , Complexo de Golgi/genética , Fatores de Troca do Nucleotídeo Guanina/genética , Fatores de Troca do Nucleotídeo Guanina/metabolismo , Serina-Treonina Proteína Quinase-2 com Repetições Ricas em Leucina/genética , Serina-Treonina Proteína Quinase-2 com Repetições Ricas em Leucina/metabolismo , Melanócitos/metabolismo , Mutação , Doença de Parkinson/metabolismo , Fosforilação , Proteínas rab de Ligação ao GTP/genética , Proteínas rab de Ligação ao GTP/metabolismo , Células HEK293 , Humanos , Expressão Gênica , Domínios Proteicos , Ligação Proteica , Membranas Intracelulares/metabolismo
8.
Am J Cancer Res ; 13(6): 2670-2680, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37424822

RESUMO

MicroRNAs play significant roles in cancer initiation and progression. Exosomes are important extracellular vesicles for transporting molecules to distant sites. This study aims to investigate the functional roles of miR-410-3p in primary gastric cancer, as well as the roles of exosomes in regulating expression of miR-410-3p. In this study, forty-seven pairs of human gastric cancer tissue samples were collected. Endogenous expression of miR-410-3p in tissue samples and cell lines, and expression of exosomal miR-410-3p in cell culture medium were evaluated by RT-qPCR. Functional assays including cell proliferation assay by MTT, cell migration and invasion assay by transwell, and cell adhesion assay were performed. Targets of miR-410-3p were screened. Cell culture medium of culturing cell lines established from stomach (AGS and BCG23) was applied for culturing cell lines established from other sites (MKN45 and HEK293T). It was found that miR-410-3p was significantly downregulated in gastric cancer. Overexpression of miR-410-3p inhibited gastric cancer cell proliferation, migration, and invasion. MiR-410-3p mimic enhanced cell adhesion. HMGB1 was a target of miR-410-3p in primary gastric cancer. Expression of exosomal miR-410-3p in cell culture medium was dramatically higher than its endogenous expression. Exosomes from cell culture medium of AGS or BCG23 regulated endogenous expression of miR-410-3p in MKN45. In conclusion, miR-410-3p functioned as a tumor suppressor in primary gastric cancer. MiR-410-3p was higher expressed in exosomes of cell culture medium than its endogenous expression in cells. Endogenous expression of miR-410-3p in a distant site could be regulated by exosomes from the original site.

9.
Syst Rev ; 12(1): 117, 2023 07 08.
Artigo em Inglês | MEDLINE | ID: mdl-37422656

RESUMO

BACKGROUND: Randomized controlled trials (RCTs) are a critical component of evidence-based medicine and the evolution of patient care. However, the costs of conducting a RCT can be prohibitive. A promising approach toward reduction of costs and lessening of the burden of intensive and lengthy patient follow-up is the use of routinely collected healthcare data (RCHD), commonly called real-world data. We propose a scoping review to identify existing RCHD case definitions of breast cancer progression and survival and their diagnostic performance. METHODS: We will search MEDLINE, EMBASE, and CINAHL to identify primary studies of women with either early-stage or metastatic breast cancer, managed with established therapies, that evaluated the diagnostic accuracy of one or more RCHD-based case definitions or algorithms of disease progression (i.e., recurrence, progression-free survival, disease-free survival, or invasive disease-free survival) or survival (i.e., breast-cancer-free survival or overall survival) compared with a reference standard measure (e.g., chart review or a clinical trial dataset). Study characteristics and descriptions of algorithms will be extracted along with measures of the diagnostic accuracy of each algorithm (e.g., sensitivity, specificity, positive predictive value, negative predictive value), which will be summarized both descriptively and in structured figures/tables. DISCUSSION: Findings from this scoping review will be clinically meaningful for breast cancer researchers globally. Identification of feasible and accurate strategies to measure patient-important outcomes will potentially reduce RCT budgets as well as lessen the burden of intensive trial follow-up on patients. SYSTEMATIC REVIEW REGISTRATION: Open Science Framework ( https://doi.org/10.17605/OSF.IO/6D9RS ).


Assuntos
Neoplasias da Mama , Feminino , Humanos , Neoplasias da Mama/terapia , Neoplasias da Mama/tratamento farmacológico , Intervalo Livre de Doença , Literatura de Revisão como Assunto , Revisões Sistemáticas como Assunto
10.
Res Sq ; 2023 May 16.
Artigo em Inglês | MEDLINE | ID: mdl-37292893

RESUMO

CYP3A5 genetic variants are associated with tacrolimus metabolism. Controversy remains on whether CYP3A4 increased [* 1B (rs2740574), *1G (rs2242480)] and decreased function [*22 (rs35599367)] genetic variants provide additional information. This study aims to address whether tacrolimus dose-adjusted trough concentrations differ between combined CYP3A (CYP3A5 and CYP3A4) phenotype groups. Significant differences between CYP3A phenotype groups in tacrolimus dose-adjusted trough concentrations were found in the early postoperative period and continued to 6 months post-transplant. In CYP3A5 nonexpressers, carriers of CYP3A4*7Bor *7G variants (Group 3) compared to CYP3A4*1/*1 (Group 2) patients were found to have lower tacrolimus dose-adjusted trough concentrations at 2 months. In addition, significant differences were found among CYP3A phenotype groups in the dose at discharge and time to therapeutic range while time in therapeutic range was not significantly different. A combined CYP3A phenotype interpretation may provide more nuanced genotype-guided TAC dosing in heart transplant recipients.

11.
Mitochondrial DNA B Resour ; 8(5): 612-618, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37275394

RESUMO

Bidens pilosa L. 1753 is a perennial herbaceous flowering plant, traditionally used in foods and medicines. In this study, we sequenced, assembled, and characterized the complete plastome of B. pilosa from Beijing, China. The plastome (MN385242) is circularized with a conservative quadripartite structure. Its length is 150,524 bp, including a large single-copy region (83,535 bp), a small single-copy region (17,627 bp), and a pair of inverted repeat regions (each 24,681 bp). The plastome consists of 128 genes, including 78 unique protein-coding, 28 unique tRNA, and 4 unique rRNA genes. Phylogenetic analyses showed all five B. pilosa plants couldn't form a monophyletic clade and were separated into three clades. The results of K2P distance and molecular markers were all consistent with those of phylogenetic analysis, revealing high genetic diversity and even possible misidentifications of the B. pilosa. Our results highlighted the importance of correct species identification of materials in medicinal products.

12.
Pharmacotherapy ; 43(7): 691-704, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-36524442

RESUMO

Pharmacogenetic testing for psychiatry is growing at a rapid pace, with multiple sites utilizing results to help clinical decision-making. Genotype-guided dosing and drug selection have been implemented at several sites, including Vanderbilt University Medical Center, where clinical decision support (CDS) based on pharmacogenetic results went live for selective serotonin reuptake inhibitors in 2020 for both adult and pediatric patients. Effective and appropriate implementation of CYP2D6- and CYP2C19-guided CDS for the pediatric population requires consideration of the evidence for the pharmacogenetic associations, medication indications, and appropriate alternative therapies to be used when a pharmacogenetic contraindication is identified. In this article, we review these pediatric pharmacogenetic considerations for selective serotonin reuptake inhibitor CDS. We include a case study, the current literature supporting clinical recommendations, considerations when designing pediatric CDS, future implications, and examples of sertraline, (es)citalopram, paroxetine, and fluvoxamine alerts.


Assuntos
Sistemas de Apoio a Decisões Clínicas , Inibidores Seletivos de Recaptação de Serotonina , Adulto , Humanos , Criança , Inibidores Seletivos de Recaptação de Serotonina/uso terapêutico , Farmacogenética/métodos , Fluvoxamina/farmacologia , Citalopram
13.
Clin Pharmacol Ther ; 113(3): 607-614, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36366911

RESUMO

Most pharmacogenetic research is conducted in adult, non-pregnant populations of European ancestry. Study of more diverse and special populations is necessary to validate findings and improve health equity. However, there are significant barriers to recruitment of diverse populations for genetic studies, such as mistrust of researchers due to a history of unethical research and ongoing social inequities. Engaging communities and understanding community members' perspectives may help to overcome these barriers and improve research quality. Here, we highlight one method for engaging communities, the Community Engagement Studio (CES), a consultative session that allows researchers to obtain guidance and feedback based on community members' lived experiences. We also provide an example of its use in pharmacogenetic studies. In designing a survey study of knowledge and attitudes around pharmacogenetic testing among children with chronic conditions and pregnant individuals, we sought input from diverse community stakeholders through CESs at Vanderbilt University Medical Center. We participated in two CESs with community stakeholders representing study target populations. Our goals were to learn specific concerns about pharmacogenetic testing and preferred recruitment strategies for these communities. Concerns were expressed about how genetic information would be used beyond the immediate study. Participants emphasized the importance of clarity and transparency in communication to overcome participation hesitancy and mistrust of the study team. Recruitment strategy recommendations ranged from informal notices posted in healthcare settings to provider referrals. The CES enabled us to modify our recruitment methods and research materials to better communicate with populations currently under-represented in pharmacogenetics research.


Assuntos
Farmacogenética , Testes Farmacogenômicos , Adulto , Humanos , Criança , Atenção à Saúde , Projetos de Pesquisa
14.
Curr Oncol ; 29(12): 9550-9559, 2022 12 05.
Artigo em Inglês | MEDLINE | ID: mdl-36547164

RESUMO

PURPOSE: To review the successes and challenges of integrating systematic reviews (SRs) into the Rethinking Clinical Trials (REaCT) Program. METHODS: All REaCT program SRs were evaluated and descriptive summaries presented. RESULTS: Twenty-two SRs have been performed evaluating standard of care interventions for the management of: breast cancer (n = 15), all tumour sites (n = 4), breast and prostate cancers (n = 2), and prostate cancer (n = 1). The majority of SRs were related to supportive care (n = 14) and survivorship (n = 5) interventions and most (19/22, 86%) confirmed the existence of uncertainty relating to the clinical question addressed in the SR. Most SRs (15/22, 68%) provided specific recommendations for future studies and results were incorporated into peer-reviewed grant applications (n = 6) and clinical trial design (n = 12). In 12/22 of the SRs, the first author was a trainee. All SRs followed PRISMA guidelines. CONCLUSION: SRs are important for identifying and confirming clinical equipoise and designing trials. SRs provide an excellent opportunity for trainees to participate in research.


Assuntos
Neoplasias da Mama , Projetos de Pesquisa , Humanos , Feminino , Neoplasias da Mama/terapia
15.
Am J Cancer Res ; 12(10): 4680-4692, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36381319

RESUMO

Gastric cancer is one of the leading causes of cancer death in the world. Early diagnosis and effective chemotherapy are vital to reduce the overall mortality. Prostaglandin E2 (PGE2) has been implicated as an important factor in gastric cancer carcinogenesis. ECF based regimen (epirubicin, cisplatin, 5-fluorouracil) is the first-line chemotherapy for advanced gastric cancer. However, patients develop resistance after chemotherapy. The aim of this study is sought to investigate the role of EP2 receptor, a PGE2 receptor, and the antagonism of EP2 receptor in response to ECF treatment. Expression of EP2 receptor was evaluated in gastric cancer tissue samples and cell lines. Cell proliferation and cell apoptosis assays were performed in vitro and in vivo, upon knockdown of EP2 receptor, antagonist of EP2 receptor and/or ECF treatment. Western Blot was applied for evaluation of proteins relating to cell cycle, apoptosis and drug transporter. Next generation sequencing and ingenuity pathway analysis were applied for screening for downstream targets of EP2 receptor. Expressions of the targets of EP2 receptor were further evaluated in gastric cancer cells and tissues. In this study, we found that expression of EP2 receptor was significantly upregulated in gastric cancer. Inhibition of EP2 receptor reduced gastric cancer cell proliferation, induced cell cycle arrest proteins, and enhanced cell apoptosis. Moreover, knockdown of EP2 receptor by siRNA or antagonist sensitized gastric cancer cells to ECF. Silence of EP2 receptor also significantly abrogated gastric cancer growth in a mice model. Analysis revealed that CAV1 was a downstream target of EP2 receptor in gastric cancer. Our findings illustrated that blocking EP2 receptor reduced tumor growth and induced apoptosis in gastric cancer. This novel study unraveled CAV1 was a downstream target of EP2 receptor. Antagonizing EP2 receptor could be a potential therapeutic target in gastric cancer, in particular those with high EP2 receptor expression.

16.
N Z Med J ; 135(1556): 23-43, 2022 06 10.
Artigo em Inglês | MEDLINE | ID: mdl-35728246

RESUMO

AIM: The purpose of this article is to examine disparities in the impact of the COVID-19 pandemic on access to lung cancer diagnosis and access to clinical services between Maori and non-Maori. METHODS: Using national-level data, we examined age-standardised lung cancer registrations, diagnostic procedures (bronchoscopy) and lung surgeries separately by ethnic group for the years 2018-2020, as well as patterns of stage of diagnosis. RESULTS: We found a trend toward a reduction in rates of lung cancer registration in Maori (but not non-Maori/non-Pacific) New Zealanders in 2020 compared to 2018 and 2019, but no apparent shift in the distribution of stage at diagnosis. We found a trend toward a reduction in rates of bronchoscopy for both Maori and non-Maori/non-Pacific patients, with the largest reduction observed for Maori. Rates of lung cancer surgery appeared to have reduced for Maori patients, although this was based on a small number of procedures. CONCLUSIONS: We observed disparities between Maori and non-Maori/non-Pacific patients in lung cancer registration and bronchoscopy as a result of the COVID-19 pandemic.


Assuntos
COVID-19 , Neoplasias Pulmonares , COVID-19/epidemiologia , Humanos , Pulmão , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/epidemiologia , Neoplasias Pulmonares/cirurgia , Havaiano Nativo ou Outro Ilhéu do Pacífico , Nova Zelândia/epidemiologia , Pandemias
17.
Support Care Cancer ; 30(9): 7397-7406, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35614153

RESUMO

PURPOSE: Machine learning (ML) is a powerful tool for interrogating datasets and learning relationships between multiple variables. We utilized a ML model to identify those early breast cancer (EBC) patients at highest risk of developing severe vasomotor symptoms (VMS). METHODS: A gradient boosted decision model utilizing cross-sectional survey data from 360 EBC patients was created. Seventeen patient- and treatment-specific variables were considered in the model. The outcome variable was based on the Hot Flush Night Sweats (HFNS) Problem Rating Score, and individual scores were dichotomized around the median to indicate individuals with high and low problem scores. Model accuracy was assessed using the area under the receiver operating curve, and conditional partial dependence plots were constructed to illustrate relationships between variables and the outcome of interest. RESULTS: The model area under the ROC curve was 0.731 (SD 0.074). The most important variables in the model were as follows: the number of hot flashes per week, age, the prescription, or use of drug interventions to manage VMS, whether patients were asked about VMS in routine follow-up visits, and the presence or absence of changes to breast cancer treatments due to VMS. A threshold of 17 hot flashes per week was identified as being more predictive of severe VMS. Patients between the ages of 49 and 63 were more likely to report severe symptoms. CONCLUSION: Machine learning is a unique tool for predicting severe VMS. The use of ML to assess other treatment-related toxicities and their management requires further study.


Assuntos
Neoplasias da Mama , Fogachos , Neoplasias da Mama/tratamento farmacológico , Estudos Transversais , Feminino , Fogachos/induzido quimicamente , Humanos , Aprendizado de Máquina , Menopausa , Pessoa de Meia-Idade , Sudorese
18.
Pharmacogenet Genomics ; 32(5): 209-217, 2022 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-35389944

RESUMO

OBJECTIVES: Interpatient variability in tacrolimus pharmacokinetics is attributed to metabolism by cytochrome P-450 3A4/5 isoenzymes (encoded by CYP3A4 and CYP3A5). Guidelines for adjusting tacrolimus based on CYP3A5 test results are published; however, CYP3A4 variants also contribute to the variability in tacrolimus pharmacokinetics. The effects of composite phenotypes incorporating CYP3A5 and CYP3A4 increased (*1G, *1B) and decreased (*22) function variants have not been evaluated. The objective of this study is to investigate the impact of both increased and decreased function CYP3A variants on weight and dose-adjusted tacrolimus concentration (C0/D). METHODS: We performed a single-center retrospective cohort study of lung transplant recipients to evaluate the median tacrolimus C0/D by composite CYP3A phenotype groups during the index transplant hospitalization. CYP3A4 and CYP3A5 alleles were used to classify patients into four CYP3A groups from least to most CYP3A activity. Exploratory analyses of ABCB1 and additional candidate genes were also assessed. RESULTS: Of the 92 included individuals, most (58) were CYP3A Group 2. The median tacrolimus C0/D differed significantly between CYP3A groups (P = 0.0001). CYP3A Group 2 median tacrolimus C0/D was 190.5 (interquartile range: 147.6-267.5) (ng/ml)/(mg/kg/d) and significantly higher than Group 4 [107.9 (90.4-116.1), P = 0.0001)]. Group 2 median tacrolimus C0/D did not significantly differ from Group 1 and Group 3 [373.5 (149.2-490.3) and 81.4 (62.6-184.1), respectively]. No significant differences in tacrolimus C0/D were found for the ABCB1 diplotypes. CONCLUSION: These data indicate that a composite CYP3A phenotype incorporating both increase and decrease variant information from CYP3A4 in addition to CYP3A5 may significantly influence tacrolimus C0/D during the early postoperative period.


Assuntos
Transplante de Rim , Tacrolimo , Citocromo P-450 CYP3A/genética , Citocromo P-450 CYP3A/metabolismo , Genótipo , Humanos , Imunossupressores/farmacocinética , Pulmão , Fenótipo , Polimorfismo de Nucleotídeo Único , Estudos Retrospectivos , Tacrolimo/farmacocinética , Transplantados
19.
Support Care Cancer ; 30(5): 4437-4446, 2022 May.
Artigo em Inglês | MEDLINE | ID: mdl-35112212

RESUMO

BACKGROUND: Despite the frequency of vasomotor symptoms (VMS) in patients with early breast cancer (EBC), their optimal management remains unknown. A patient survey was performed to determine perspectives on this important clinical challenge. METHODS: Patients with EBC experiencing VMS participated in an anonymous survey. Patients reported on the frequency and severity of VMS using the validated Hot Flush Rating Scale (HFRS) and ranked their most bothersome symptoms. Respondents were also asked to determine endpoints that defined effective treatment of VMS and report on the effectiveness of previously tried interventions. RESULTS: Responses were received from 373 patients, median age 56 years (range 23-83), who experienced an average of 5.0 hot flashes per day (SD 6.57). Patients reported the most bothersome symptoms to be feeling hot/sweating (155/316, 49%) and sleeping difficulties (86/316, 27%). Fifty-five percent (201/365) of patients would consider a treatment to be effective if it reduced night-time awakenings. While 68% of respondents were interested in trying interventions from their healthcare team to manage VMS, only 18% actually did so. Of the 137 patients who had tried an intervention for VMS, pharmacological treatments, exercise, and relaxation strategies were more likely to be effective, while therapies such as melatonin and black cohosh were deemed less effective. CONCLUSION: VMS are a common and bothersome problem for EBC patients, with a minority receiving interventions to manage these symptoms. Further research is needed to identify patient-centered strategies for managing these distressing symptoms.


Assuntos
Neoplasias da Mama , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias da Mama/complicações , Neoplasias da Mama/terapia , Feminino , Fogachos/etiologia , Fogachos/terapia , Humanos , Menopausa/fisiologia , Pessoa de Meia-Idade , Avaliação de Resultados da Assistência ao Paciente , Sudorese , Adulto Jovem
20.
Support Care Cancer ; 30(5): 3977-3984, 2022 May.
Artigo em Inglês | MEDLINE | ID: mdl-35059864

RESUMO

BACKGROUND: The effect of longer-term use of bone-modifying agent (BMA) on symptomatic skeletal event (SSE) rates in patients with bone metastases remains unclear. This retrospective study of a cohort of patients in a randomized controlled trial evaluated SSEs in patients receiving BMAs at a single cancer center. METHODS: Data from patients with metastatic breast and castration-resistant prostate cancer (CRPC) were interrogated to evaluate the effects of longer-term use of BMAs on incidence, type, and risk factors for SSEs. RESULTS: Of 162 patients, 109 (67%) had breast cancer (BC) and 53 (33%) CRPC. Median age at diagnosis of bone metastases was 61.9 years (range 27.5-97.2) for BC patients and 72.1 (range 37.0-92.2) for CRPC patients. Median duration of BMA use was 2.3 years (range 0.1-9.9 years) for BC and 3.8 years (range 1.5-9.4) for CRPC patients. The initial BMAs in BC patients were pamidronate (46.8%), denosumab (31.2%), and zoledronate (22%). All CRPC patients received denosumab. During follow-up, 59% of BC and 75% of CRPC patients had at least one SSE. The number of patients experiencing ≥ 1 SSE per year was higher in the first year after bone metastasis diagnosis (63/162; 38.9%) compared with that in the second (26/149; 17.5%) and third years (30/123; 24.4%). Neither age, visceral disease, multiple bone metastases, nor biological markers for BC had a significant impact on time to first SSE. CONCLUSIONS: The risk for SSEs was greatest in the first year after diagnosis of bone metastasis. Studies evaluating de-escalation and even stopping of BMAs with longer-term use may therefore be warranted.


Assuntos
Neoplasias Ósseas , Neoplasias de Próstata Resistentes à Castração , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias Ósseas/tratamento farmacológico , Neoplasias Ósseas/secundário , Castração , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias de Próstata Resistentes à Castração/tratamento farmacológico , Neoplasias de Próstata Resistentes à Castração/patologia , Estudos Retrospectivos , Ácido Zoledrônico/uso terapêutico
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