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1.
Cell Death Discov ; 10(1): 223, 2024 May 08.
Article En | MEDLINE | ID: mdl-38719811

Mechanical overloading can promote cartilage senescence and osteoarthritis (OA) development, but its impact on synovial macrophages and the interaction between macrophages and chondrocytes remain unknown. Here, we found that macrophages exhibited M1 polarization under mechanical overloading and secreted ectosomes that induced cartilage degradation and senescence. By performing miRNA sequencing on ectosomes, we identified highly expressed miR-350-3p as a key factor mediating the homeostatic imbalance of chondrocytes caused by M1-polarized macrophages, this result being confirmed by altering the miR-350-3p level in chondrocytes with mimics and inhibitor. In experimental OA mice, miR-350-3p was increased in synovium and cartilage, while intra-articular injection of antagomir-350-3p inhibited the increase of miR-350-3p and alleviated cartilage degeneration and senescence. Further studies showed that macrophage-derived ectosomal miR-350-3p promoted OA progression by inhibiting nuclear receptor binding SET domain protein 1(NSD1) in chondrocytes and regulating histone H3 lysine 36(H3K36) methylation. This study demonstrated that the targeting of macrophage-derived ectosomal miRNAs was a potential therapeutic method for mechanical overload-induced OA.

2.
Eur J Clin Pharmacol ; 2024 Apr 19.
Article En | MEDLINE | ID: mdl-38639762

PURPOSE: Clozapine is the effective therapy for treatment-refractory schizophrenia. However, the use of clozapine is limited by its adverse effects. As propranolol is frequently used for the prevention and treatment of clozapine-induced tachycardia, we performed a meta-analysis to evaluate the effects of propranolol on steady state pharmacokinetics of clozapine in schizophrenic patients. METHODS: We included 16 retrospective studies on the effects of propranolol on steady state pharmacokinetics of clozapine in schizophrenic patients, with data from both generic and brand name treatment phases in eight clozapine bioequivalence studies conducted in a single center in China from 2018 to 2022. Review Manager 5.4 was used for meta-analysis of the included studies. RESULTS: The SMDs with 95% CIs of AUC0-12, Cmax,ss, C, and C were calculated to be 0.44 (0.23, 0.64), 0.40 (0.20, 0.61), 0.43 (0.22, 0.63), and 0.44 (0.23, 0.64), respectively. These findings proved that combination with propranolol would increase the systemic exposure of clozapine. T1/2 of clozapine was significantly longer in the presence of propranolol than in the absence of propranolol (SMD = 0.32, 95% CI [0.12, 0.52], p = 0.002). There was no statistically significant difference for T of clozapine in the presence or absence of propranolol (SMD = - 0.05, 95% CI [- 0.25, 0.15], p = 0.63). CONCLUSION: The combination with propranolol could significantly increase systemic exposure and extended T1/2 of clozapine, and thus need to be considered in prescribing decisions.

3.
BMC Musculoskelet Disord ; 25(1): 282, 2024 Apr 12.
Article En | MEDLINE | ID: mdl-38609896

OBJECTIVE: Ferritin heavy chain 1 (FTH1) is an important subunit of ferro-storing proteins and is indispensable for iron metabolism. Though it has been extensively studied in numerous organs and diseases, the relationship between FTH1 and osteoarthritis (OA) is unclear. DESIGN: Primary murine chondrocytes and cartilage explants were treated with FTH1 siRNA for 72 h. Mice were injected with adenovirus expressing FTH1 after destabilized medial meniscus (DMM) surgery. These approaches were used to determine the effect of FTH1 expression on the pathophysiology of OA. RESULTS: FTH1 expression was down regulated in OA patients and mice after DMM surgery. Knock down of FTH1 induced articular cartilage damage and extracellular matrix degradation in cartilage explants. Further, over expression of FTH1 reduced the susceptibility of chondrocytes to ferroptosis and reversed decrements in SOX9 and aggrecan after DMM surgery. Moreover, FTH1 relieved OA by inhibition of the chondrocyte MAPK pathway. CONCLUSION: This study found FTH1 to play an essential role in extracellular matrix degradation, ferroptosis, and chondrocytes senescence during OA progression. Further, injection of adenovirus expressing FTH1 may be a potential strategy for OA prevention and therapy.


Osteoarthritis , Animals , Humans , Mice , Adenoviridae/genetics , Aggrecans , Chondrocytes , Extracellular Matrix , Ferritins , Osteoarthritis/genetics , Oxidoreductases
4.
Int J Clin Pharmacol Ther ; 62(2): 101-108, 2024 Feb.
Article En | MEDLINE | ID: mdl-38032146

AIMS: The aims of this study were to evaluate and compare the pharmacokinetic profiles and establish bioequivalence of test and reference metoprolol succinate extended-release (ER) tablets in healthy Chinese subjects under fasting and fed conditions. MATERIALS AND METHODS: Subjects were randomly assigned to either the fasting or the fed group and also to one of the two treatment sequences (test-reference or reference-test), according to which they received a single 47.5-mg dose of the test or reference metoprolol ER tablet in the study periods. During each period, blood samples were collected at pre-dose and at intervals up to 48 hours after dosing. Plasma concentrations of metoprolol were determined by liquid chromatography. The safety of both ER tablets was monitored throughout the study. RESULTS: 60 subjects were enrolled and all completed the study, with 30 participants each in the fasting and fed groups. In both groups, the 90% confidence intervals for AUC0-48h, AUC0-inf, and Cmax were within the acceptable bioequivalence range (80 - 125%). There were no significant differences in adverse event (AE) reporting between the subjects receiving test or reference ER tablet. No serious AEs occurred during the study period. CONCLUSION: The test metoprolol ER tablet was bioequivalent to the reference metoprolol ER tablet (Betaloc ZOK) in healthy Chinese subjects measured under both fasting and fed conditions. Both formulations were well tolerated by all study participants.


Fasting , Metoprolol , Humans , Therapeutic Equivalency , Metoprolol/adverse effects , Cross-Over Studies , Area Under Curve , Healthy Volunteers , Tablets , China
5.
Expert Opin Investig Drugs ; 32(6): 553-562, 2023.
Article En | MEDLINE | ID: mdl-37252861

BACKGROUND: The study aimed to investigate the safety, pharmacokinetics (PK), and efficacy of YJ001 spray, a candidate drug for diabetic neuropathic pain (DNP) therapy. RESEARCH DESIGN & METHODS: Forty-two healthy subjects received one of four single doses (240, 480, 720, 960 mg) of YJ001 spray or placebo, and 20 patients with DNP received repeated doses (240 and 480 mg) of YJ001 spray or placebo via topical route of administration to the local skin of both feet. Safety, and efficacy assessments were performed, and blood samples were collected for PK analyses. RESULTS: The pharmacokinetic results revealed that the concentrations of YJ001 and its metabolites were low, and most of them were lower than the lower limit of quantitation. In patients with DNP, treatment with a 480 mg YJ001 spray dose significantly reduced pain and improved sleep quality compared with placebo. No serious adverse events (SAEs) or clinically significant findings of the safety parameters were observed. CONCLUSION: Systemic exposure to YJ001 and its metabolites is low after YJ001 spray is applied locally to the skin, which will reduce systemic toxicity and adverse reactions. YJ001 appears to be well tolerated and potentially effective in the management of DNP and is a promising new remedy for DNP.


Diabetes Mellitus , Diabetic Neuropathies , Neuralgia , Humans , Administration, Topical , Diabetes Mellitus/drug therapy , Diabetic Neuropathies/drug therapy , Double-Blind Method , Healthy Volunteers , Neuralgia/drug therapy
6.
Front Endocrinol (Lausanne) ; 14: 1168757, 2023.
Article En | MEDLINE | ID: mdl-37091850

SHR-1222, a novel humanized monoclonal antibody targeting sclerostin, has been shown to induce bone formation and decrease bone resorption at a single dose ranging 50-400 mg in our previous phase 1 trial. This study was a randomized, double-blind, placebo-controlled, dose-escalation phase 1 trial, which further investigated the safety, tolerability, pharmacokinetics (PK), pharmacodynamics (PD), and immunogenicity of multiple ascending doses of SHR-1222 in women with postmenopausal osteoporosis (POP). A total of 105 women with POP were enrolled and randomly assigned. Twenty-one received placebo and eighty-four received SHR-1222 sequentially (100 mg QM, n=4; 200 or 300 mg QM, n=20; and 400 or 600 mg Q2M, n=20). The most common adverse events included increased blood parathyroid hormone, increased low-density lipoprotein, increased blood alkaline phosphatase, increased blood cholesterol, back pain, and arthralgia, the majority of which were mild in severity without noticeable safety concerns. Serum SHR-1222 exposure (Cmax,ss and AUC0-tau,ss) increased in a greater than dose-proportional manner. Following multiple doses of SHR-1222, the bone formation markers (terminal propeptide of type I procollagen, bone-specific alkaline phosphatase, and osteocalcin) increased in a dose-dependent manner, whereas the bone resorption marker (ß-C-telopeptide) was downregulated. Accordingly, BMD gains in the lumbar spine, total hip, and femoral neck were observed. The maximum BMD increase from baseline at the lumbar spine was detected in the 300 mg QM cohort (14.6% vs. 0.6% in the placebo group on day 169). Six (6/83; 7.2%) subjects developed anti-SHR-1222 antibodies with no discernible effects on PKs, PDs, and safety. Thus, multiple doses of SHR-1222 showed an acceptable safety profile and dose-dependent plasma exposure in women with POP, and could improve their BMD rapidly and prominently by promoting bone formation and inhibiting bone resorption. These findings further support SHR-1222 as a potential alternative agent for the treatment of POP.


Bone Resorption , Osteoporosis, Postmenopausal , Humans , Female , Antibodies, Monoclonal/adverse effects , Bone Density , Postmenopause , Alkaline Phosphatase , Osteoporosis, Postmenopausal/drug therapy , Bone Resorption/chemically induced
8.
IEEE Trans Pattern Anal Mach Intell ; 45(3): 3139-3153, 2023 Mar.
Article En | MEDLINE | ID: mdl-35679384

Object detection is a fundamental computer vision task that simultaneously predicts the category and localization of the targets of interest. Recently one-stage (also termed "dense") detectors have gained much attention over two-stage ones due to their simple pipeline and friendly application to end devices. Dense object detectors basically formulate object detection as dense classification and localization (i.e., bounding box regression). The classification is usually optimized by Focal Loss and the box location is commonly learned under Dirac delta distribution. A recent trend for dense detectors is to introduce an individual prediction branch to estimate the quality of localization, which facilitates the classification to improve detection performance. This paper delves into the representations of the above three fundamental elements: quality estimation, classification and localization. Three problems are discovered in existing practices, including (1) the inconsistent usage of the quality estimation and classification between training and inference, (2) the inflexible Dirac delta distribution for localization, and (3) the deficient and implicit guidance for accurate quality estimation. To address these problems, we design new representations for these elements. Specifically, we merge the quality estimation into the class prediction vector to form a joint representation, use a vector to represent arbitrary distribution of box locations, and extract discriminant feature descriptors from the distribution vector for more reliable quality estimation. The improved representations eliminate the inconsistency risk and accurately depict the flexible distribution in real data, but contain continuous labels, which is beyond the scope of Focal Loss. We then propose Generalized Focal Loss (GFocal) that generalizes Focal Loss from its discrete form to the continuous version for successful optimization. Extensive experiments demonstrate the effectiveness of our method, without sacrificing the efficiency both in training and inference. Based on GFocal, we construct a considerably fast and lightweight detector termed NanoDet under mobile settings, which is 1.8 AP higher, 2x faster and 6x smaller than scaled YoloV4-Tiny.

9.
BMC Pulm Med ; 22(1): 383, 2022 Oct 18.
Article En | MEDLINE | ID: mdl-36258171

BACKGROUND: Pulmonary hypertension (PH) is a serious complication of chronic obstructive pulmonary disease (COPD). While clinical guidelines recommend specific drug therapies for pulmonary arterial hypertension (PAH), these drug therapies are not recommended for PH due to lung disease. METHODS: This was a retrospective cohort study using the Optum® Clinformatics® Data Mart from January 2009-September 2019. An algorithm was designed to identify adults with ≥ 2 ICD-9-CM or ICD-10-CM diagnosis codes for PH and with ≥ 2 diagnosis codes for COPD. Sensitivity analyses were conducted among subgroups of patients with evidence of a right heart catheterization (RHC) or pulmonary function test (PFT). Patient characteristics, medications used, and durations of use of PAH and COPD medications were analyzed. RESULTS: A total of 25,975 patients met the study inclusion criteria. Their mean age was 73.5 (SD 10.0) years and 63.8% were female. Medications targeting PAH were prescribed to 643 (2.5%) patients, most frequently a phosphodiesterase-5 inhibitor (2.1%) or an endothelin receptor antagonist (0.75%). Medications for COPD were prescribed to 17,765 (68.4%) patients, most frequently an inhaled corticosteroid (57.4%) or short-acting beta agonist (50.4%). The median durations of use ranged from 4.9 to 12.8 months for PAH medications, and from 0.4 to 5.9 months for COPD medications. Of the subgroup of patients with RHC (N = 2325), 257 (11.1%) were prescribed a PAH medication and 1670 (71.8%) used a COPD medication. Of the subgroup with a PFT (N = 2995), 58 (1.9%) were prescribed a PAH medication and 2100 (70.1%) a COPD medication. CONCLUSIONS: Patients with PH associated with COPD were identified in a US administrative claims database. Very few of these patients received any of the medications recommended for PAH, and only about two thirds received medications for COPD.


Hypertension, Pulmonary , Pulmonary Disease, Chronic Obstructive , Aged , Female , Humans , Male , Adrenal Cortex Hormones/therapeutic use , Cyclic Nucleotide Phosphodiesterases, Type 5/therapeutic use , Endothelin Receptor Antagonists/therapeutic use , Familial Primary Pulmonary Hypertension/drug therapy , Hypertension, Pulmonary/drug therapy , Hypertension, Pulmonary/etiology , Hypertension, Pulmonary/diagnosis , Pulmonary Disease, Chronic Obstructive/complications , Pulmonary Disease, Chronic Obstructive/drug therapy , Pulmonary Disease, Chronic Obstructive/diagnosis , Retrospective Studies , Middle Aged , Aged, 80 and over
10.
J Card Fail ; 28(8): 1287-1297, 2022 08.
Article En | MEDLINE | ID: mdl-35597512

BACKGROUND: COVID-19 may negatively impact the prognosis of patients with chronic HFrEF and vice versa. METHODS: This study included 2 parallel analyses of patients in the United States who were in the TriNetX health database and who underwent polymerase chain reaction testing for SARS-CoV-2 as an inpatient or outpatient between January and September of 2020. Analysis A included patients with positive tests for COVID-19 and compared patients with histories of worsening heart failure with reduced ejection fraction (HFrEF) (hospitalization due to heart failure (HF) or IV diuretic use during the prior 12 months), HFrEF without worsening, and no prior HF. Analysis B included patients with histories of HFrEF and compared patients with positive vs negative COVID-19 tests. Outcomes included mortality and worsening HF. In both analyses, prespecified subgroup analyses were stratified by inpatient vs outpatient settings of the COVID-19 tests. RESULTS: In Analysis A, of 99,052 patients with positive COVID-19 tests, 514 (0.5%) and 524 (0.5%) patients had histories of worsening HFrEF and HFrEF without worsening, respectively. After adjustment, compared to patients without HF, worsening HFrEF (risk ratio [RR] 1.42, 95% CI 1.10-1.83; P< 0.001) and HFrEF without worsening (RR 1.33, 95% CI 0.96-1.84; P= 0.06) were associated with higher 30-day mortality rates. Excess risk of mortality tended to be pronounced in patients initially diagnosed with COVID-19 as outpatients (P for interaction, 0.12 and 0.006, respectively). In Analysis B, of 14,838 patients with HFrEF tested for COVID-19, 1038 (7.0%) had positive tests. After adjustment, testing positive was associated with excess 30-day mortality risk (RR 1.67, 95% CI 1.38-2.02; P< 0.001) and worsening HF (RR 1.33, 95% CI 1.17-1.51; P< 0.001). Mortality risk was nominally more pronounced among patients presenting as outpatients (P for interaction 0.07). CONCLUSION: In this large cohort of patients tested for COVID-19, among patients testing positive, a history of HFrEF with or without worsening was associated with excess mortality rates, particularly among patients diagnosed with COVID-19 as outpatients. Among patients with established HFrEF, compared with testing negative, testing positive for COVID-19 was independently associated with higher risk of death and worsening HF.


COVID-19 , Heart Failure , Ventricular Dysfunction, Left , Heart Failure/complications , Heart Failure/diagnosis , Heart Failure/epidemiology , Hospitalization , Humans , Prognosis , SARS-CoV-2 , Stroke Volume , United States
11.
Front Oncol ; 12: 834761, 2022.
Article En | MEDLINE | ID: mdl-35402266

Objectives: Immune checkpoint inhibitors (ICIs) of programmed cell death 1/programmed cell death ligand 1 (PD-1/PD-L1) have been rapidly adopted in US clinical practice for first-line therapy of metastatic non-small cell lung cancer (NSCLC) since regulatory approval in October 2016, and a better understanding is needed of long-term outcomes of ICI therapy administered in real-world settings outside of clinical trials. Our aim was to describe long-term outcomes of first-line pembrolizumab monotherapy at US oncology practices for patients with metastatic NSCLC, PD-L1 expression ≥50%, and good performance status. Methods: This retrospective two-cohort study used technology-enabled abstraction of deidentified electronic health records (EHR cohort) plus enhanced manual chart review (spotlight cohort) to study adult patients with stage IV NSCLC, PD-L1 expression ≥50%, no documented EGFR/ALK/ROS1 genomic aberration, and ECOG performance status 0-1 who initiated first-line pembrolizumab monotherapy from 1-November-2016 to 31-March-2020 (EHR cohort, with data cutoff 31-March-2021) or from 1-December-2016 to 30-November-2017 (spotlight cohort, with data cutoff 31-August-2020). Kaplan-Meier analysis was used to determine overall survival (OS; both cohorts) and, for the spotlight cohort, real-world progression-free survival (rwPFS) and real-world tumor response (rwTR). Results: The EHR cohort included 566 patients (298 [53%] men); the spotlight cohort included 228 (105 [46%] men); median age in both cohorts was 71. Median follow-up from pembrolizumab initiation to data cutoff was 35.1 months (range, 12.0-52.7) and 38.4 months (range, 33.1-44.9) in EHR and spotlight cohorts, respectively. Median OS was 19.6 months (95% CI, 16.6-24.3) and 21.1 months (95% CI, 16.2-28.9), respectively; 3-year OS rates were 36.2% and 38.2% in EHR and spotlight cohorts, respectively. In the spotlight cohort, median rwPFS was 7.3 months (95% CI, 5.7-9.2); 88 patients (38.6%; 95% CI, 32.2-45.2) experienced rwTR of complete or partial response. For 151/228 patients (66%) who discontinued pembrolizumab, the most common reasons were disease progression (70 [46%]) and therapy-related adverse effects (35 [23%]). Conclusions: Real-world outcomes remain consistent with outcomes observed in clinical trials, supporting long-term benefits of first-line pembrolizumab monotherapy for patients with metastatic NSCLC, PD-L1 expression ≥50%, and good performance status.

12.
Adv Ther ; 39(5): 2236-2255, 2022 05.
Article En | MEDLINE | ID: mdl-35316501

INTRODUCTION: Prostate cancer (PC) is the second most common cancer, and the fifth most common cause of cancer-related mortality among male patients, worldwide. In Europe and Japan, the incidence of PC in men in 2020 exceeded that of lung cancer. Although national and regional clinical guidelines for the treatment of metastatic castration-resistant prostate cancer (mCRPC) are available in Europe and Japan, a literature review did not identify a published comparison of differing guidelines, but identified a lack of studies reporting treatment patterns of approved mCRPC treatments in Europe and Japan in normal clinical practice. The objective of this real-world study was to compare national treatment guidelines and real-world treatment for mCRPC in Europe and Japan. METHODS: Physician-reported demographics, clinical characteristics, and treatment data of patients with mCRPC were drawn from the Adelphi Prostate Cancer Disease Specific Programme™, conducted in five European countries and Japan (2020) and analysed descriptively. RESULTS: All current treatment guidelines recommended the use of novel hormonal agents (NHA-abiraterone/enzalutamide) and chemotherapy (mainly docetaxel), with some intercountry differences, with NHA rechallenge accepted in Germany, Italy and Japan, but not in France, Spain or the United Kingdom. Overall, 271 physicians provided data for 1753 patients. At 1st-line (1L), the most common treatment was NHAs followed by (→) chemotherapy, in all countries. Chemotherapy was the most common 2nd-line (2L) treatment, except in Japan, where 2L NHA use was preferred, and Spain, where both were used equally. NHA â†’ chemotherapy and chemotherapy â†’ NHA were the first and second usual 1L â†’ 2L sequence in most countries, except for France, where the second most common sequence was NHA â†’ NHA, and Japan, with androgen deprivation therapy alone â†’ NHA. CONCLUSION: Real-world mCRPC treatment patterns largely reflected national guidelines. It is expected that guidelines and treatment patterns will change with the development of new treatment options.


Prostatic Neoplasms, Castration-Resistant , Androgen Antagonists/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Europe/epidemiology , Female , France , Humans , Japan/epidemiology , Male , Nitriles/therapeutic use , Prostatic Neoplasms, Castration-Resistant/drug therapy , Prostatic Neoplasms, Castration-Resistant/pathology , Spain
13.
BMC Urol ; 22(1): 33, 2022 Mar 11.
Article En | MEDLINE | ID: mdl-35277153

BACKGROUND: Until five years ago, the metastatic hormone-sensitive prostate cancer (mHSPC) treatment landscape was dominated by the use of androgen deprivation therapy (ADT) alone. However, novel hormonal agents (NHAs) and chemotherapy are now approved for male patients with mHSPC. This study aimed to understand the impact NHA approvals had on mHSPC real-world treatment patterns and to identify the key factors associated with NHA or chemotherapy (± ADT) usage vs ADT alone. METHODS: Data were collected from the Adelphi Prostate Cancer Disease Specific Programme (DSP)™, a point-in-time survey of physicians and their consulting patients conducted in the United States (US), five European countries (France, Germany, Italy, Spain, and the United Kingdom), and Japan between January and August 2020. Data were analysed using descriptive statistics for individual countries, regions, and all countries combined. Pairwise analyses were used to further investigate differences between treatment groups at global level. RESULTS: 336 physicians provided data on 1195 mHSPC patients. Globally, at data collection, the most common mHSPC regimen initiated first was ADT alone (47%), followed by NHAs (± ADT) (31%, of which 21% was abiraterone, 8% was enzalutamide, and 2% was apalutamide) and chemotherapy (± ADT) (19%). The highest rates of ADT alone usage were observed in Japan (78%) and Italy (66%), and the lowest in Spain (34%) and in the US (36%). Our results showed that clinical decision making was driven by patient fitness, compliance, tolerance of adverse events, and balance of impact on quality of life vs overall survival. CONCLUSIONS: This real-world survey offered early insights into the evolving mHSPC treatment paradigm. It showed that in 2020, ADT alone remained the most common initial mHSPC therapy, suggesting that physicians may prefer using treatments which they are familiar and have experience with, despite clinical trial evidence of improved survival with NHAs or chemotherapy (± ADT) vs ADT alone. Results also indicated that physicians prescribed specific mHSPC treatments primarily based on the following criteria: patient preference, disease burden/severity, and the performance status and comorbidities of the patient. To fully appreciate the rapidly changing mHSPC treatment landscape and monitor NHA uptake, additional real-world studies are required.


Androgen Antagonists/therapeutic use , Antineoplastic Agents, Hormonal/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Prostatic Neoplasms/drug therapy , Aged , Health Care Surveys , Humans , Male , Neoplasm Metastasis , Prostatic Neoplasms/pathology
14.
Article En | MEDLINE | ID: mdl-35101924

INTRODUCTION: Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) are a type 2 diabetes mellitus (T2DM) treatment with demonstrated weight loss benefits in clinical trials. However, the extent to which real-world patients with T2DM achieve clinically meaningful weight loss (≥5%) has not been well characterized. Analysis of real-world data suggests adherence to injectable GLP-1 RAs is suboptimal and discontinuation following the first year of therapy is poorly characterized. RESEARCH DESIGN AND METHODS: A retrospective cohort study among patients with T2DM initiating injectable GLP-1 RA therapy was conducted using the Clinical Practice Research Datalink that includes primary care medical records for 13 million patients in the UK. This study assessed weight change, adherence (proportion of days covered (PDC) ≥80%), and discontinuation (≥90-day gap between prescriptions) at 12 and 24 months during the study period spanning January 2009-December 2017. RESULTS: Among 589 patients initiating a GLP-1 RA, 56.4% were female and the median age was 54 years (IQR (46, 61)). The median body mass index was 41.2 kg/m2 (IQR (35.8, 46.4)). Among patients with weight measures available (n=341 at 12 months; n=232 at 24 months), 33.4% and 43.5% achieved weight loss ≥5% of baseline weight at 12 and 24 months, respectively. At 12 and 24 months, 64.5% and 59.2% were adherent, and 45.2% and 64.7% discontinued, respectively. CONCLUSIONS: A minority of patients initiating GLP-1 RAs achieved ≥5% weight loss, suggesting the real-world benefit of these agents on weight loss may be lower than that observed in clinical trials. Patients on GLP-1 RAs may benefit from additional support to improve long-term adherence.


Diabetes Mellitus, Type 2 , Glucagon-Like Peptide-1 Receptor , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/epidemiology , Female , Glucagon-Like Peptide-1 Receptor/agonists , Humans , Hypoglycemic Agents/therapeutic use , Middle Aged , Retrospective Studies , United Kingdom/epidemiology
15.
Future Oncol ; 18(8): 937-951, 2022 Mar.
Article En | MEDLINE | ID: mdl-35043687

Aim: To assess homologous recombination repair mutation (HRRm) testing patterns in metastatic castration-resistant prostate cancer. Methods: A point-in-time, international survey conducted January-August 2020. Results: Three-quarters of physicians (oncologists, urologists, specialist surgeons) globally reported access to genetic/genomic testing and just over half were HRRm testers. Surveyed physicians reported HRRm testing and positivity rates for 1913 patients, which were 18.1% and 33.7%, respectively. Of patients tested (n = 347), the most common HRR genes tested were BRCA (91.6%) and ATM (47.3%). Conclusion: Overall testing rates were low, with physicians mostly testing patients they considered higher risk. Increased awareness and education are needed to encourage broader testing, to understand familial risk and to identify patients with worse outcomes or those eligible for life-prolonging treatments.


Metastatic castration-resistant prostate cancer (mCRPC) is cancer that has spread beyond the prostate gland and that no longer responds to hormone therapy. Genetic testing is now recommended for patients with mCRPC to help doctors understand familial risk and identify patients who may benefit from new treatments. The authors asked doctors questions about their patients, such as their age, symptoms and genetic testing. The authors found that overall genetic testing rates were low, with doctors mostly testing patients they thought were at higher risk of developing cancer. Increased doctor awareness and education are needed to encourage more genetic testing in mCRPC patients. However, doctors claimed that the cost of these tests was a challenge to conducting genetic testing.


Practice Patterns, Physicians'/statistics & numerical data , Prostatic Neoplasms, Castration-Resistant/genetics , Recombinational DNA Repair/genetics , Aged , Biomarkers, Tumor/genetics , Europe , Genetic Testing , Humans , Japan , Male , Middle Aged , Mutation , Neoplasm Metastasis , Prostatic Neoplasms, Castration-Resistant/pathology , Surveys and Questionnaires , United States
16.
ESC Heart Fail ; 9(1): 87-99, 2022 02.
Article En | MEDLINE | ID: mdl-34918487

AIMS: The N-terminal pro-B-type natriuretic peptide (NT-proBNP) is a commonly used biomarker in heart failure for diagnosis and prognostication. We aimed to determine the prevalence of NT-proBNP testing, distribution of NT-proBNP concentrations, and factors associated with receiving an NT-proBNP test in patients with heart failure with reduced ejection fraction (HFrEF), including the subset with a worsening heart failure event (WHFE). METHODS AND RESULTS: This was a retrospective cohort study using two US databases: (i) the de-identified Humana Research Database between January 2015 and December 2018 and (ii) the Veradigm PINNACLE Registry® between July 2013 and September 2017. We included adult patients with a confirmed diagnosis of HFrEF. In each data source, a subgroup of patients with a WHFE was identified, where a WHFE was defined as a heart failure-related hospitalization or receipt of intravenous diuretics. Bivariate and multivariate analyses were conducted to assess factors associated with receiving NT-proBNP testing. In Cohort 1 (n = 249 238), 9.2% of patients with HFrEF and 10.8% of patients with a WHFE received NT-proBNP testing. When restricted to patients with at least one laboratory claim, 11.3% of patients with HFrEF and 13.2% of those with a WHFE received NT-proBNP testing. In Cohort 2 (n = 91 444), 2.3% of patients with HFrEF were tested. Median (inter-quartile range) NT-proBNP concentrations among patients with HFrEF were 1399 (423-4087) pg/mL in Cohort 1 and 394 (142-688) pg/mL in Cohort 2. Median (inter-quartile range) NT-proBNP concentrations in the subset of patients with a WHFE in each cohort were 2209 (740-5894) and 464 (174-783) pg/mL, respectively. In Cohort 1, 13.4% of all HFrEF patients receiving NT-proBNP testing and 18.9% of patients with a WHFE had NT-proBNP values >8000 pg/mL; in Cohort 2, these percentages were 1.0% and 2.5%, respectively. CONCLUSIONS: In US clinical practice, NT-proBNP testing was not frequently performed in patients with HFrEF. NT-proBNP concentrations varied across data sources and subpopulations within HFrEF.


Heart Failure , Natriuretic Peptide, Brain , Biomarkers , Heart Failure/diagnosis , Heart Failure/drug therapy , Heart Failure/epidemiology , Humans , Natriuretic Peptide, Brain/analysis , Peptide Fragments , Retrospective Studies , Stroke Volume , United States
17.
Front Pharmacol ; 12: 770073, 2021.
Article En | MEDLINE | ID: mdl-34744750

SHR-1222 is a humanized monoclonal antibody targeting sclerostin and has the potential to promote bone formation and reduce bone resorption. This study was aimed to assess the safety, tolerability, pharmacokinetics, pharmacodynamics, and immunogenicity of SHR-1222 in healthy men and postmenopausal women with low bone mass (BMD). It was a randomized, double-blind, placebo-controlled, dose-escalation, phase I study. Subjects received SHR-1222 at 50, 100, 200, 300, and 400 mg sequentially or matching placebo subcutaneously. Totally, 50 subjects with low BMD were enrolled and randomly assigned; 10 received placebo and 40 received SHR-1222 (50 mg, n = 4; 100, 200, 300, or 400 mg, n = 9). The most common adverse events that occurred at least 10% higher in subjects with SHR-1222 treatment than those with placebo were decreased blood calcium, blood urine present, increased blood cholesterol, electrocardiogram T wave abnormal, urinary tract infection, increased blood pressure diastolic, and positive bacterial test. All the above adverse events were mild in severity and well resolved except one of increased blood cholesterol in a subject lost to follow-up. The serum SHR-1222 concentration increased in a dose-dependent manner. Administration of SHR-1222 upregulated the bone-formation markers N-terminal propeptide of type 1 procollagen, osteocalcin, and bone-specific alkaline phosphatase, while downregulated the bone-resorption marker ß-C-telopeptide. The BMD at the lumbar spine notably rose after a single dose of SHR-1222. The largest increase occurred in the 400 mg cohort (3.8, 6.7, and 6.1% on day 29, 57, and 85, respectively; compared with 1.4, 0.8, and 1.0% in the placebo group). Although 10.0% of subjects receiving SHR-1222 tested positive for anti-SHR-1222 antibodies, no obvious effects of antibody formation were found on pharmacokinetics. Overall, SHR-1222 was well tolerated at doses from 50 to 400 mg and is a promising new remedy for osteoporosis. Clinical Trial Registration: http://www.clinicaltrials.gov, NCT03870100.

18.
Clin Genitourin Cancer ; 19(6): 480-490, 2021 12.
Article En | MEDLINE | ID: mdl-34373223

BACKGROUND: Real-world evidence suggest that next generation hormonal agents (NHAs) abiraterone and enzalutamide were preferred as first-line (1L) therapies for metastatic castration-resistant prostate cancer (mCRPC) in the United States (US) pre-2020, with chemotherapies, particularly docetaxel, being preferred in subsequent lines (2L+). This real-world study described patient characteristics, treatment patterns, time on treatment (ToT) and overall survival (OS) among patients with mCRPC treated with 2L and 3L docetaxel post-NHAs in the mCRPC setting. METHODS: Adults with confirmed adenocarcinoma mCRPC diagnosis and ≥1 month of follow-up post-diagnosis were selected from a US electronic health record-derived oncology de-identified database (01/2013-03/2019). Based on the observed line of therapy sequences post-mCRPC diagnosis, patients who received NHA therapy in 1L and docetaxel therapy in 2L were included in the 2L docetaxel cohort, and patients who received NHA therapy in both 1L and 2L and docetaxel therapy in 3L were included in the 3L docetaxel cohort. ToT and OS were evaluated using Kaplan-Meier analysis. RESULTS: Among 5,213 patients with mCRPC, 278 and 166 were included in the 2L and the 3L docetaxel cohorts, respectively (median age: 73 years for both cohorts). ADT was the most used class of medication pre-mCRPC (>75%). For the 2L cohort, the most common sequence post-mCRPC was 1L abiraterone â†’ 2L docetaxel (52.5%), while the median ToT and OS post-2L start were 4.1 and 10.5 months, respectively; for the 3L cohort, the most common sequence post-mCRPC was 1L abiraterone â†’ 2L enzalutamide â†’ 3L docetaxel (67.5%), while the median ToT and OS post-3L start were 3.8 and 8.7 months, respectively. CONCLUSIONS: This real-world study provides novel data on patients treated with docetaxel post-NHAs in a mCRPC setting and highlights the critical unmet need for developing more effective treatment options in this population.


Prostatic Neoplasms, Castration-Resistant , Abiraterone Acetate/therapeutic use , Adult , Aged , Androstenes , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Benzamides , Humans , Male , Nitriles , Phenylthiohydantoin/therapeutic use , Prostatic Neoplasms, Castration-Resistant/drug therapy , Retrospective Studies , Treatment Outcome
19.
J Health Econ Outcomes Res ; 8(2): 6-13, 2021.
Article En | MEDLINE | ID: mdl-34414250

Background: Deep Learning (DL) has not been well-established as a method to identify high-risk patients among patients with heart failure (HF). Objectives: This study aimed to use DL models to predict hospitalizations, worsening HF events, and 30-day and 90-day readmissions in patients with heart failure with reduced ejection fraction (HFrEF). Methods: We analyzed the data of adult HFrEF patients from the IBM® MarketScan® Commercial and Medicare Supplement databases between January 1, 2015 and December 31, 2017. A sequential model architecture based on bi-directional long short-term memory (Bi-LSTM) layers was utilized. For DL models to predict HF hospitalizations and worsening HF events, we utilized two study designs: with and without a buffer window. For comparison, we also tested multiple traditional machine learning models including logistic regression, random forest, and eXtreme Gradient Boosting (XGBoost). Model performance was assessed by area under the curve (AUC) values, precision, and recall on an independent testing dataset. Results: A total of 47 498 HFrEF patients were included; 9427 with at least one HF hospitalization. The best AUCs of DL models without a buffer window in predicting HF hospitalizations and worsening HF events in the total patient cohort were 0.977 and 0.972; with a 7-day buffer window the best AUCs were 0.573 and 0.608, respectively. The best AUCs in predicting 30- and 90-day readmissions in all adult patients were 0.597 and 0.614, respectively. An AUC of 0.861 was attained for prediction of 90-day readmission in patients aged 18-64. For all outcomes assessed, the DL approach outperformed traditional machine learning models. Discussion: The DL approach can automate feature engineering during the model learning, which can increase the clinical applicability and lead to comparable or better model performance. However, the lack of granular clinical data, and sample size and imbalance issues may have limited the model's performance. Conclusions: A DL approach using Bi-LSTM was shown to be a feasible and useful tool to predict HF-related outcomes. This study can help inform the future development and deployment of predictive tools to identify high-risk HFrEF patients and ultimately facilitate targeted interventions in clinical practice.

20.
Adv Ther ; 38(8): 4520-4540, 2021 08.
Article En | MEDLINE | ID: mdl-34282527

INTRODUCTION: Therapeutic options for metastatic castration-resistant prostate cancer (mCRPC) patients are continuously advancing. We described mCRPC treatment patterns in the US from 2013 to 2019. METHODS: Patients with a confirmed mCRPC diagnosis and adenocarcinoma histology were included in the US Flatiron Health Electronic Health Record-derived de-identified database. Treatment patterns [including treatment per lines of therapies (LOTs), LOT sequences, and time on treatment] and overall survival (OS) have been described in mCRPC settings. RESULTS: Of 5213 patients (mean age: 72.6 years), 4374 (83.9%) were treated with ≥ 1 LOT post-mCRPC diagnosis (among those with ≥ 1 LOT, 55.3%, 29.5%, 14.7%, and 6.7% had ≥ 2, 3, 4, and 5 LOTs, respectively). In first line (1L), the main treatment class was next-generation hormonal agents (NHA; 62.5% of patients with ≥ 1 LOT), while the shortest and longest time on 1L were observed for chemotherapy (median 2.8 months) and NHA (median 5.1 months), respectively. The most common LOT sequences were NHA â†’ NHA (29.4% of patients with ≥ 2 LOTs) and NHA â†’ NHA â†’ chemotherapy (16.7% of patients with ≥ 3 LOTs). In Kaplan-Meier analyses, the median OS was 19.4, 14.6, and 11.1 months post-1L, 2L, and 3L start, respectively. Patients who moved rapidly through LOTs had an increased risk of death. CONCLUSIONS: NHA were widely used as 1L therapy in mCRPC patients from 2013 to 2019, but time on 1L NHA treatment was on average < 6 months. While NHA â†’ NHA was the most observed 1L â†’ 2L LOT sequence, a plethora of other LOT sequences were observed. OS was poor, highlighting an unmet need for life-prolonging treatments.


Prostatic Neoplasms, Castration-Resistant , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Humans , Kaplan-Meier Estimate , Male , Poly(ADP-ribose) Polymerase Inhibitors/therapeutic use , Prostatic Neoplasms, Castration-Resistant/drug therapy , Retrospective Studies
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