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Kurella Tamura M, Huang M, An J, Zhou M, Niu F, Sim JJ, Pajewski NM, Gaussoin SA, Li J, Odden MC, Chang TI, Charu V, Montez-Rath ME. SPRINT Treatment Among Adults With Chronic Kidney Disease From 2 Large Health Care Systems. JAMA Netw Open 2025; 8:e2453458. [PMID: 39777440 PMCID: PMC11707627 DOI: 10.1001/jamanetworkopen.2024.53458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 11/04/2024] [Indexed: 01/11/2025] Open
Abstract
Importance It is unclear whether the effects of intensive vs standard blood pressure (BP) targets seen in clinical trials generalize to patients with chronic kidney disease (CKD) encountered in everyday practice due to differences in the distribution of cardiovascular risk factors and coexisting conditions. Objective To evaluate whether the beneficial and adverse effects of intensive vs standard BP control observed in the Systolic Blood Pressure Intervention Trial (SPRINT) are transportable to a target population of adults with CKD in clinical practice. Design, Setting, and Participants This comparative effectiveness study identified 2 populations with CKD who met the eligibility criteria for SPRINT between January 1 and December 31, 2019, in the Veterans Health Administration (VHA) and Kaiser Permanente of Southern California (KPSC). Baseline covariate, treatment, and outcome data from SPRINT were combined with covariate data from these populations to estimate the treatment effects in the target population, applying models that estimated outcomes using distributions in the trial. Analysis was performed between May 2023 and October 2024. Main Outcomes and Measures The main outcomes were major cardiovascular events, all-cause death, cognitive impairment, CKD progression, and adverse events at 4 years. Results A total of 85 938 patients (mean [SD] age, 75.7 [10.0] years; 81 628 [95.0%] male) from the VHA and 13 983 patients (mean [SD] age, 77.4 [9.6] years; 5371 [38.4%] male) from KPSC were included. Compared with 9361 SPRINT participants (mean [SD] age, 67.9 [9.4] years; 6029 [64.4%] male), these patients were older, had less prevalent cardiovascular disease, higher albuminuria, and used more statins. The associations of intensive vs standard BP control with major cardiovascular events, all-cause death, and adverse events were transportable from the trial to the VHA and KPSC populations; however, the trial's effects on cognitive and CKD outcomes were not transportable in 1 or both clinical populations. Intensive vs standard BP treatment was associated with lower absolute risks for major cardiovascular events at 4 years by 5.1% (95% CI, -9.8% to 3.2%) in the VHA population and 3.0% (95% CI, -6.3% to 0.3%) in the KPSC population and higher risks for adverse events by 1.3% (95% CI, -5.5% to 7.7%) in the VHA population and 3.1% (95% CI, -1.5% to 8.3%) in the KPSC population. Conclusions and Relevance In this comparative effectiveness study, the reduction in fatal and nonfatal cardiovascular end points and the increase in adverse events observed in SPRINT were largely transportable to trial-eligible CKD populations from clinical practice, suggesting benefits of implementing intensive BP targets.
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Affiliation(s)
- Manjula Kurella Tamura
- Division of Nephrology, Department of Medicine, Stanford University School of Medicine, Palo Alto, California
- Geriatric Research, Education and Clinical Center, VA Palo Alto, Palo Alto, California
| | - Mengjiao Huang
- Geriatric Research, Education and Clinical Center, VA Palo Alto, Palo Alto, California
| | - Jaejin An
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Mengnan Zhou
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Fang Niu
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - John J. Sim
- Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California
| | - Nicholas M. Pajewski
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Sarah A. Gaussoin
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - June Li
- Division of Nephrology, Department of Medicine, Stanford University School of Medicine, Palo Alto, California
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Palo Alto, California
| | - Michelle C. Odden
- Geriatric Research, Education and Clinical Center, VA Palo Alto, Palo Alto, California
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Palo Alto, California
| | - Tara I. Chang
- Division of Nephrology, Department of Medicine, Stanford University School of Medicine, Palo Alto, California
| | - Vivek Charu
- Quantitative Sciences Unit, Department of Medicine, Stanford University School of Medicine, Stanford, California
- Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Maria E. Montez-Rath
- Division of Nephrology, Department of Medicine, Stanford University School of Medicine, Palo Alto, California
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Chen Y, Wang Y, Xu Y, Shi S, Tian Z, Jiang K, Jin L, Tao Y. Relationship between changes in late-life blood pressure and the risk of frailty and mortality among older population in China: a cohort study based on CLHLS. Hypertens Res 2024; 47:1881-1891. [PMID: 38600277 DOI: 10.1038/s41440-024-01674-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 03/02/2024] [Accepted: 03/13/2024] [Indexed: 04/12/2024]
Abstract
The evidence regarding the effects of blood pressure changes on older individuals remains inconclusive, and the impact of frailty throughout the life course is not known. We investigated the associations of different change patterns of blood pressure during 3-year intervals with frailty and mortality. Participants included 7335 persons from 2008 to 2014 of the Chinese Longitudinal Healthy Longevity Survey (CLHLS). Change in blood pressure was calculated as the difference between follow-up and baseline. Frailty was evaluated using a 40-item frailty index. Mortality status was ascertained up to December 31, 2014. The mean age of participants was 82.6 ± 10.7 years. The optimal blood pressure level (SBP, 130-150 mmHg; DBP, 70-90 mmHg) was associated with the lowest risk of frailty while decreasing follow-up SBP and DBP were significantly correlated with frailty. Lower baseline blood pressure levels (SBP < 130 mmHg; DBP < 70 mmHg) were associated with decreased mortality risk when participants increased their blood pressure to optimal levels during follow-up SBP and DBP (0.78, 0.63-0.98), compared to maintaining a steady low SBP (< 130 mmHg) and DBP (< 70 mmHg). For those with DBP around 70-90 mmHg, decreasing follow-up DBP (< 70 mmHg) was associated with higher mortality (1.23, 1.07-1.42) compared to maintaining stable follow-up DBP (70-90 mmHg). These results remain significant after adjusting for frailty. Optimal blood pressure levels were associated with the lowest risk of frailty. The association between lower blood pressure and increased mortality risk persisted even after accounting for frailty. We used a nationally representative longitudinal cohort study by using 2008-2014 of the Chinese Longitudinal Healthy Longevity in China. Change in blood pressure was calculated as the difference between follow-up and baseline. We investigated the associations of different change patterns of blood pressure during 3-year intervals with frailty and mortality.
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Affiliation(s)
- Yana Chen
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China
| | - Yanfang Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China
| | - Yan Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China
| | - Shunyao Shi
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China
| | - Zhong Tian
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China
| | - Kexin Jiang
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China
| | - Lina Jin
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China
| | - Yuchun Tao
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China.
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Ikesu R, Wu Y, Zimmerman SC, Inoue K, Buto P, Power MC, Schaefer CA, Glymour MM, Mayeda ER. Representativeness of Participants in the ACCORD Trial Compared to Middle-aged and Older Adults Living with Diabetes in the United States. Epidemiology 2024; 35:432-436. [PMID: 38771709 PMCID: PMC11196194 DOI: 10.1097/ede.0000000000001746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/23/2024]
Abstract
BACKGROUND We evaluated whether participants in the landmark Action to Control Cardiovascular Risk in Diabetes (ACCORD) trial represent US adults aged ≥40 with diabetes. METHODS Using the nationally representative 2017-2020 prepandemic National Health and Nutrition Examination Survey data, we made operational definitions of ACCORD eligibility criteria. We calculated the percentage of individuals aged ≥40 with diabetes and HbA1c ≥ 6.0% or ≥ 7.5% who met operational ACCORD eligibility criteria. RESULTS Applying survey sampling weights to 715 National Health and Nutrition Examination Survey participants aged ≥40 with diabetes and HbA1c ≥ 6.0% (representing 29,717,406 individuals), 12% (95% confidence interval [CI] = 8%, 18%) met the operational ACCORD eligibility criteria. Restricting to HbA1c ≥ 7.5%, 39% (95% CI = 28%, 51%) of respondents met the operational ACCORD eligibility criteria. CONCLUSIONS ACCORD represented a minority of US middle-aged and older adults with diabetes. Given the differential risk profile between ACCORD participants and the general population with diabetes, extrapolating the trial findings may not be appropriate.
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Affiliation(s)
- Ryo Ikesu
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Yingyan Wu
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Scott C. Zimmerman
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Kosuke Inoue
- Department of Social Epidemiology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Peter Buto
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Melinda C. Power
- Department of Epidemiology, Milken Institute School of Public Health, George Washington University, Washington, DC., USA
| | | | - M. Maria Glymour
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Elizabeth Rose Mayeda
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
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Zhang F, Bryant KB, Moran AE, Zhang Y, Cohen JB, Bress AP, Sheppard JP, King JB, Derington CG, Weintraub WS, Kronish IM, Shea S, Bellows BK. Effectiveness of Hypertension Management Strategies in SPRINT-Eligible US Adults: A Simulation Study. J Am Heart Assoc 2024; 13:e032370. [PMID: 38214272 PMCID: PMC10926802 DOI: 10.1161/jaha.123.032370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 12/01/2023] [Indexed: 01/13/2024]
Abstract
BACKGROUND Despite reducing cardiovascular disease (CVD) events and death in SPRINT (Systolic Blood Pressure Intervention Trial), intensive systolic blood pressure goals have not been adopted in the United States. This study aimed to simulate the potential long-term impact of 4 hypertension management strategies in SPRINT-eligible US adults. METHODS AND RESULTS The validated Blood Pressure Control-Cardiovascular Disease Policy Model, a discrete event simulation of hypertension care processes (ie, visit frequency, blood pressure [BP] measurement accuracy, medication intensification, and medication adherence) and CVD outcomes, was populated with 25 000 SPRINT-eligible US adults. Four hypertension management strategies were simulated: (1) usual care targeting BP <140/90 mm Hg (Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure usual care), (2) intensive care per the SPRINT protocol targeting BP <120/90 mm Hg (SPRINT intensive), (3) usual care targeting guideline-recommended BP <130/80 mm Hg (American College of Cardiology/American Heart Association usual care), and (4) team-based care added to usual care and targeting BP <130/80 mm Hg. Relative to the Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure usual care, among the 18.1 million SPRINT-eligible US adults, an estimated 138 100 total CVD events could be prevented per year with SPRINT intensive, 33 900 with American College of Cardiology/American Heart Association usual care, and 89 100 with team-based care. Compared with the Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure usual care, SPRINT intensive care was projected to increase treatment-related serious adverse events by 77 600 per year, American College of Cardiology/American Heart Association usual care by 33 300, and team-based care by 27 200. CONCLUSIONS As BP control has declined in recent years, health systems must prioritize hypertension management and invest in effective strategies. Adding team-based care to usual care may be a pragmatic way to manage risk in this high-CVD-risk population.
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Affiliation(s)
- Fengdi Zhang
- Department of MedicineColumbia UniversityNew YorkNYUSA
| | | | | | - Yiyi Zhang
- Department of MedicineColumbia UniversityNew YorkNYUSA
| | - Jordana B. Cohen
- Department of Medicine and Department of Biostatistics, Epidemiology, and InformaticsUniversity of PennsylvaniaPhiladelphiaPAUSA
| | - Adam P. Bress
- Intermountain Healthcare Department of Population Health SciencesUniversity of UtahSalt Lake CityUTUSA
| | - James P. Sheppard
- Nuffield Department of Primary Care Health SciencesUniversity of OxfordUK
| | - Jordan B. King
- Intermountain Healthcare Department of Population Health SciencesUniversity of UtahSalt Lake CityUTUSA
- Institute for Health ResearchKaiser Permanente ColoradoAuroraCOUSA
| | - Catherine G. Derington
- Intermountain Healthcare Department of Population Health SciencesUniversity of UtahSalt Lake CityUTUSA
| | - William S. Weintraub
- Department of MedicineGeorgetown UniversityWashingtonDCUSA
- MedStar Health Research InstituteWashingtonDCUSA
| | | | - Steven Shea
- Department of MedicineColumbia UniversityNew YorkNYUSA
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Martinez JD, Thomas IC, Montez-Rath ME, Pao AC, Fung E, Charu V, Sim JJ, An J, Odden MC, Tamura MK. Treatment and Control of Hypertension Among Adults With Chronic Kidney Disease, 2011 to 2019. Hypertension 2023; 80:2533-2543. [PMID: 37706307 PMCID: PMC10873114 DOI: 10.1161/hypertensionaha.123.21523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 09/01/2023] [Indexed: 09/15/2023]
Abstract
BACKGROUND Hypertension frequently accompanies chronic kidney disease (CKD) as etiology and sequela. We examined contemporary trends in hypertension treatment and control in a national sample of adults with CKD. METHODS We evaluated 5% cross-sectional samples of adults with CKD between 2011 and 2019 in the Veterans Health Administration. We defined CKD as a sustained estimated glomerular filtration rate value <60 mL/min per 1.73 m2 or a urine albumin-to-creatinine ratio ≥30 mg/g. The main outcomes were blood pressure (BP) control, defined as a systolic BP <140 mm Hg and a diastolic BP <90 mm Hg based on the mean of monthly BP measurements, and prescriptions for antihypertensive medications. RESULTS The annual samples ranged between n=22 110 and n=33 039 individuals, with a mean age of 72 years, 96% of whom were men. Between 2011 and 2014, the age-adjusted proportion of adults with controlled BP declined from 78.0% to 72.2% (P value for linear trend, <0.001), reached a nadir of 71.0% in 2015, and then increased to 72.9% by 2019 (P value for linear trend, <0.001). Among adults with BP above goal, the age-adjusted proportion who did not receive antihypertensive treatment increased throughout the decade from 18.8% to 21.6%, and the age-adjusted proportion who received ≥3 antihypertensive medications decreased from 41.8% to 36.3%. Prescriptions for first-line antihypertensive agents also decreased. CONCLUSIONS Among adults with CKD treated in the Veterans Health Administration, the proportion with controlled BP declined between 2011 and 2015 followed by a modest increase, coinciding with fewer prescriptions for antihypertensive medications.
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Affiliation(s)
- Joshua D. Martinez
- Division of Nephrology, Department of Medicine, Stanford University School of Medicine and VA Palo Alto Health Care System, Palo Alto, CA
| | - I-Chun Thomas
- Geriatric Research and Education Clinical Center, VA Palo Alto Health Care System, Palo Alto, CA
| | - Maria E. Montez-Rath
- Division of Nephrology, Department of Medicine, Stanford University School of Medicine and VA Palo Alto Health Care System, Palo Alto, CA
| | - Alan C. Pao
- Division of Nephrology, Department of Medicine, Stanford University School of Medicine and VA Palo Alto Health Care System, Palo Alto, CA
| | - Enrica Fung
- Division of Nephrology, Department of Medicine, Loma Linda University School of Medicine and Loma Linda VA Health Care System, Loma Linda, CA
| | - Vivek Charu
- Quantitative Sciences Unit, Department of Medicine, Stanford University School of Medicine, Stanford, CA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA
| | - John J. Sim
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
- Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA
| | - Jaejin An
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
- Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Michelle C. Odden
- Geriatric Research and Education Clinical Center, VA Palo Alto Health Care System, Palo Alto, CA
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Palo Alto, CA
| | - Manjula Kurella Tamura
- Division of Nephrology, Department of Medicine, Stanford University School of Medicine and VA Palo Alto Health Care System, Palo Alto, CA
- Geriatric Research and Education Clinical Center, VA Palo Alto Health Care System, Palo Alto, CA
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Derington CG, Bress AP, Berchie RO, Herrick JS, Shen J, Ying J, Greene T, Tajeu GS, Sakhuja S, Ruiz-Negrón N, Zhang Y, Howard G, Levitan EB, Muntner P, Safford MM, Whelton PK, Weintraub WS, Moran AE, Bellows BK. Estimated Population Health Benefits of Intensive Systolic Blood Pressure Treatment Among SPRINT-Eligible US Adults. Am J Hypertens 2023; 36:498-508. [PMID: 37378472 PMCID: PMC10403972 DOI: 10.1093/ajh/hpad047] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 04/06/2023] [Accepted: 05/11/2023] [Indexed: 06/29/2023] Open
Abstract
BACKGROUND The Systolic Blood Pressure Intervention Trial (SPRINT) demonstrated an intensive (<120 mm Hg) vs. standard (<140 mm Hg) systolic blood pressure (SBP) goal lowered cardiovascular disease (CVD) risk. Estimating the effect of intensive SBP lowering among SPRINT-eligible adults most likely to benefit can guide implementation efforts. METHODS We studied SPRINT participants and SPRINT-eligible participants in the Reasons for Geographic and Racial Differences in Stroke (REGARDS) Study and National Health and Nutrition Examination Surveys (NHANES). A published algorithm of predicted CVD benefit with intensive SBP treatment was used to categorize participants into low, medium, or high predicted benefit. CVD event rates were estimated with intensive and standard treatment. RESULTS Median age was 67.0, 72.0, and 64.0 years in SPRINT, SPRINT-eligible REGARDS, and SPRINT-eligible NHANES participants, respectively. The proportion with high predicted benefit was 33.0% in SPRINT, 39.0% in SPRINT-eligible REGARDS, and 23.5% in SPRINT-eligible NHANES. The estimated difference in CVD event rate (standard minus intensive) was 7.0 (95% confidence interval [CI] 3.4-10.7), 8.4 (95% CI 8.2-8.5), and 6.1 (95% CI 5.9-6.3) per 1,000 person-years in SPRINT, SPRINT-eligible REGARDS participants, and SPRINT-eligible NHANES participants, respectively (median 3.2-year follow-up). Intensive SBP treatment could prevent 84,300 (95% CI 80,800-87,920) CVD events per year in 14.1 million SPRINT-eligible US adults; 29,400 and 28,600 would be in 7.0 million individuals with medium or high predicted benefit, respectively. CONCLUSIONS Most of the population health benefit from intensive SBP goals could be achieved by treating those characterized by a previously published algorithm as having medium or high predicted benefit.
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Affiliation(s)
- Catherine G Derington
- Intermountain Healthcare Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Adam P Bress
- Intermountain Healthcare Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Ransmond O Berchie
- Intermountain Healthcare Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Jennifer S Herrick
- Department of Internal Medicine, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Jincheng Shen
- Intermountain Healthcare Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Jian Ying
- Department of Internal Medicine, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Tom Greene
- Intermountain Healthcare Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Gabriel S Tajeu
- Department of Health Services Administration and Policy, Temple University, Philadelphia, Pennsylvania, USA
| | - Swati Sakhuja
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Natalia Ruiz-Negrón
- Department of Pharmacotherapy, University of Utah College of Pharmacy, Salt Lake City, Utah, USA
| | - Yiyi Zhang
- Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA
| | - George Howard
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Emily B Levitan
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Paul Muntner
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Monika M Safford
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Paul K Whelton
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana, USA
| | - William S Weintraub
- Department of Medicine, Georgetown University, Washington, District of Columbia, USA
- MedStar Health Research Institute, Washington, District of Columbia, USA
| | - Andrew E Moran
- Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA
| | - Brandon K Bellows
- Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA
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King JB, Derington CG, Herrick JS, Jacobs JA, Zheutlin AR, Conroy MB, Cushman WC, Bress AP. Single-Pill Combination Product Availability of the Antihypertensive Regimens Used for Intensive Systolic Blood Pressure Treatment in the Systolic Blood Pressure Intervention Trial. Hypertension 2023; 80:1749-1758. [PMID: 37288570 PMCID: PMC10483993 DOI: 10.1161/hypertensionaha.123.21132] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 05/19/2023] [Indexed: 06/09/2023]
Abstract
BACKGROUND Single-pill combination (SPC) antihypertensive products improve blood pressure control and medication adherence among patients with hypertension. It is unknown to what degree commercially available SPC products could be used to target an intensive systolic blood pressure goal of <120 mm Hg. METHODS This cross-sectional analysis included participants randomized to the intensive treatment arm (goal systolic blood pressure <120 mm Hg) of the Systolic Blood Pressure Intervention Trial (SPRINT) using ≥2 antihypertensive medication classes at the 12-month postrandomization visit. Antihypertensive medication data were collected using pill bottle review by research coordinators, and regimens were categorized by the unique combinations of antihypertensive classes. We calculated the proportion of regimens used, which are commercially available as one of the 7 SPC class combinations in the United States as of January 2023. RESULTS Among the 3833 SPRINT intensive arm participants included (median age, 67.0 years; 35.5% female), participants were using 219 unique antihypertensive regimens. The 7 regimens for which there are class-equivalent SPC products were used by 40.3% of participants. Only 3.2% of all medication class regimens used are available as a class-equivalent SPC product (7/219). There are no SPC products available with 4 or more medication classes, which were used by 1060 participants (27.7%). CONCLUSIONS Most SPRINT participants in the intensive arm used an antihypertensive medication regimen, which is not commercially available as a class equivalent SPC product. To achieve the SPRINT results in real-world settings, maximize the potential benefit of SPCs, and reduce pill burden, improvements in the product landscape are needed. REGISTRATION URL: https://www. CLINICALTRIALS gov/ct2/show/NCT01206062; Unique identifier: NCT01206062.
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Affiliation(s)
- Jordan B King
- Intermountain Healthcare Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City (J.B.K., C.G.D., J.A.J., M.B.C., A.P.B.)
- Institute for Health Research, Kaiser Permanente Colorado, Aurora (J.B.K.)
| | - Catherine G Derington
- Intermountain Healthcare Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City (J.B.K., C.G.D., J.A.J., M.B.C., A.P.B.)
| | - Jennifer S Herrick
- Department of Internal Medicine, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City (J.S.H., A.R.Z., M.B.C.)
| | - Joshua A Jacobs
- Intermountain Healthcare Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City (J.B.K., C.G.D., J.A.J., M.B.C., A.P.B.)
| | - Alexander R Zheutlin
- Department of Internal Medicine, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City (J.S.H., A.R.Z., M.B.C.)
| | - Molly B Conroy
- Intermountain Healthcare Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City (J.B.K., C.G.D., J.A.J., M.B.C., A.P.B.)
- Department of Internal Medicine, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City (J.S.H., A.R.Z., M.B.C.)
| | - William C Cushman
- Department of Preventative Medicine, University of Tennessee Health Science Center, Memphis, TN (W.C.C.)
| | - Adam P Bress
- Intermountain Healthcare Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City (J.B.K., C.G.D., J.A.J., M.B.C., A.P.B.)
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Müller L, Kloeckner R, Mildenberger P, Pinto Dos Santos D. [Validation and implementation of artificial intelligence in radiology : Quo vadis in 2022?]. RADIOLOGIE (HEIDELBERG, GERMANY) 2022; 63:381-386. [PMID: 36510007 DOI: 10.1007/s00117-022-01097-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/17/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND The hype around artificial intelligence (AI) in radiology continues and the number of approved AI tools is growing steadily. Despite the great potential, integration into clinical routine in radiology remains limited. In addition, the large number of individual applications poses a challenge for clinical routine, as individual applications have to be selected for different questions and organ systems, which increases the complexity and time required. OBJECTIVES This review will discuss the current status of validation and implementation of AI tools in clinical routine, and identify possible approaches for an improved assessment of the generalizability of results of AI tools. MATERIALS AND METHODS A literature search in various literature and product databases as well as publications, position papers, and reports from various stakeholders was conducted for this review. RESULTS Scientific evidence and independent validation studies are available for only a few commercial AI tools and the generalizability of the results often remains questionable. CONCLUSIONS One challenge is the multitude of offerings for individual, specific application areas by a large number of manufacturers, making integration into the existing site-specific IT infrastructure more difficult. Furthermore, remuneration for the use of AI tools in clinical routine by health insurance companies in Germany is lacking. But in order for reimbursement to be granted, the clinical utility of new applications must first be proven. Such proof, however, is lacking for most applications.
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Affiliation(s)
- Lukas Müller
- Klinik und Poliklinik für Diagnostische und Interventionelle Radiologie, Universitätsmedizin Mainz, Langenbeckstr. 1, 55131, Mainz, Deutschland.
| | - Roman Kloeckner
- Institut für Interventionelle Radiologie, Universitätsklinikum Schleswig-Holstein - Campus Lübeck, Lübeck, Deutschland
| | - Peter Mildenberger
- Klinik und Poliklinik für Diagnostische und Interventionelle Radiologie, Universitätsmedizin Mainz, Langenbeckstr. 1, 55131, Mainz, Deutschland
| | - Daniel Pinto Dos Santos
- Institut für Diagnostische und Interventionelle Radiologie, Uniklinik Köln, Köln, Deutschland.,Institut für Diagnostische und Interventionelle Radiologie, Universitätsklinikum Frankfurt, Frankfurt am Main, Deutschland
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9
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Nguyen DT, Bilchick KC, Narayan SM, Chung MK, Thomas KL, Laurita KR, Vaseghi M, Sandhu R, Chelu MG, Kannankeril PJ, Packer DL, McManus DD, Verma A, Singleton M, Tarakji K, Al-Khatib SM, Kaltman JR, Balijepalli RC, Van Hare GF, Hurwitz JL, Russo AM, Kusumoto FM, Albert CM. Opportunities and challenges in heart rhythm research: Rationale and development of an electrophysiology collaboratory. Heart Rhythm 2022; 19:1927-1945. [PMID: 37850602 PMCID: PMC10824490 DOI: 10.1016/j.hrthm.2022.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 08/02/2022] [Indexed: 11/04/2022]
Abstract
There are many challenges in the current landscape of electrophysiology (EP) clinical and translational research, including increasing costs and complexity, competing demands, regulatory requirements, and challenges with study implementation. This review seeks to broadly discuss the state of EP research, including challenges and opportunities. Included here are results from a Heart Rhythm Society (HRS) Research Committee member survey detailing HRS members' perspectives regarding both barriers to clinical and translational research and opportunities to address these challenges. We also provide stakeholder perspectives on barriers and opportunities for future EP research, including input from representatives of the U.S. Food and Drug Administration, industry, and research funding institutions that participated in a Research Collaboratory Summit convened by HRS. This review further summarizes the experiences of the heart failure and heart valve communities and how they have approached similar challenges in their own fields. We then explore potential solutions, including various models of research ecosystems designed to identify research challenges and to coordinate ways to address them in a collaborative fashion in order to optimize innovation, increase efficiency of evidence generation, and advance the development of new therapeutic products. The objectives of the proposed collaborative cardiac EP research community are to encourage and support scientific discourse, research efficiency, and evidence generation by exploring collaborative and equitable solutions in which stakeholders within the EP community can interact to address knowledge gaps, innovate, and advance new therapies.
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Affiliation(s)
| | | | | | - Mina K Chung
- Department of Cardiology, Cleveland Clinic, Cleveland, Ohio
| | | | | | - Marmar Vaseghi
- University of California, Los Angeles Cardiac Arrhythmia Center, Los Angeles, California
| | - Roopinder Sandhu
- Department of Cardiology and Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | | | | | | | - David D McManus
- University of Massachusetts Medical School, Worcester, Massachusetts
| | - Atul Verma
- Southlake Regional Health Center, Toronto, Ontario, Canada
| | | | | | | | | | - Ravi C Balijepalli
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - George F Van Hare
- Office of Cardiovascular Devices, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland
| | | | | | | | - Christine M Albert
- Department of Cardiology and Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California
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10
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Controversies in Hypertension II: The Optimal Target Blood Pressure. Am J Med 2022; 135:1168-1177.e3. [PMID: 35636475 DOI: 10.1016/j.amjmed.2022.05.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 05/11/2022] [Indexed: 11/22/2022]
Abstract
The optimal target blood pressure in the treatment of hypertension is undefined. Whether more intense therapy is better than standard, typically <140/90 mm Hg, is controversial. The most recent American guidelines recommend ≤130/80 mm Hg for essentially all adults. There have been at least 28 trials targeting more versus less intensive therapy, including 13 aimed at reducing cardiovascular events and mortality, 11 restricted to patients with chronic kidney disease, and 4 with surrogate endpoints. We review these trials in a narrative fashion due to significant heterogeneity in targets chosen, populations studied, and primary endpoints. Most were negative, although some showed significant benefit to more intense therapy. When determining the optimal pressure for an individual patient, additional factors should be considered, including age, frailty, polypharmacy, baseline blood pressure, and the diastolic blood pressure J-curve. We discuss these modifying factors in detail. Whereas the tenet "lower is better" is generally true, one size does not fit all, and blood pressure control must be individualized.
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11
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Yu AC, Mohajer B, Eng J. External Validation of Deep Learning Algorithms for Radiologic Diagnosis: A Systematic Review. Radiol Artif Intell 2022; 4:e210064. [PMID: 35652114 DOI: 10.1148/ryai.210064] [Citation(s) in RCA: 131] [Impact Index Per Article: 43.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 03/09/2022] [Accepted: 04/12/2022] [Indexed: 01/17/2023]
Abstract
Purpose To assess generalizability of published deep learning (DL) algorithms for radiologic diagnosis. Materials and Methods In this systematic review, the PubMed database was searched for peer-reviewed studies of DL algorithms for image-based radiologic diagnosis that included external validation, published from January 1, 2015, through April 1, 2021. Studies using nonimaging features or incorporating non-DL methods for feature extraction or classification were excluded. Two reviewers independently evaluated studies for inclusion, and any discrepancies were resolved by consensus. Internal and external performance measures and pertinent study characteristics were extracted, and relationships among these data were examined using nonparametric statistics. Results Eighty-three studies reporting 86 algorithms were included. The vast majority (70 of 86, 81%) reported at least some decrease in external performance compared with internal performance, with nearly half (42 of 86, 49%) reporting at least a modest decrease (≥0.05 on the unit scale) and nearly a quarter (21 of 86, 24%) reporting a substantial decrease (≥0.10 on the unit scale). No study characteristics were found to be associated with the difference between internal and external performance. Conclusion Among published external validation studies of DL algorithms for image-based radiologic diagnosis, the vast majority demonstrated diminished algorithm performance on the external dataset, with some reporting a substantial performance decrease.Keywords: Meta-Analysis, Computer Applications-Detection/Diagnosis, Neural Networks, Computer Applications-General (Informatics), Epidemiology, Technology Assessment, Diagnosis, Informatics Supplemental material is available for this article. © RSNA, 2022.
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Affiliation(s)
- Alice C Yu
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, 1800 Orleans St, Baltimore, MD 21287
| | - Bahram Mohajer
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, 1800 Orleans St, Baltimore, MD 21287
| | - John Eng
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, 1800 Orleans St, Baltimore, MD 21287
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12
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Affiliation(s)
- Michelle C Odden
- Department of Epidemiology and Population Health, Stanford University, CA (M.C.O)
- Geriatric Research and Education Clinical Center, VA Palo Alto Health Care System, CA (M.C.O.)
| | - Timothy S Anderson
- Division of General Medicine, Beth Israel Deaconess Medical Center, Boston, MA (T.S.A.)
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13
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Anderson TS, Lee AK, Jing B, Lee S, Herzig SJ, Boscardin WJ, Fung K, Rizzo A, Steinman MA. Intensification of Diabetes Medications at Hospital Discharge and Clinical Outcomes in Older Adults in the Veterans Administration Health System. JAMA Netw Open 2021; 4:e2128998. [PMID: 34673963 PMCID: PMC8531994 DOI: 10.1001/jamanetworkopen.2021.28998] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
IMPORTANCE Transient elevations of blood glucose levels are common in hospitalized older adults with diabetes and may lead clinicians to discharge patients with more intensive diabetes medications than they were using before hospitalization. OBJECTIVE To investigate outcomes associated with intensification of outpatient diabetes medications at discharge. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study assessed patients 65 years and older with diabetes not taking insulin who were hospitalized in the Veterans Health Administration Health System between January 1, 2011, and September 28, 2016, for common medical conditions. Data analysis was performed from January 1, 2020, to March 31, 2021. EXPOSURE Discharge with intensified diabetes medications, defined as filling a prescription at hospital discharge for a new or higher-dose medication than was being used before hospitalization. Propensity scores were used to construct a matched cohort of patients who did and did not receive diabetes medication intensifications. MAIN OUTCOMES AND MEASURES Coprimary outcomes of severe hypoglycemia and severe hyperglycemia were assessed at 30 and 365 days using competing risk regressions. Secondary outcomes included all-cause readmissions, mortality, change in hemoglobin A1c (HbA1c) level, and persistent use of intensified medications at 1 year after discharge. RESULTS The propensity-matched cohort included 5296 older adults with diabetes (mean [SD] age, 73.7 [7.7] years; 5212 [98.4%] male; and 867 [16.4%] Black, 47 [0.9%] Hispanic, 4138 [78.1%] White), equally split between those who did and did not receive diabetes medication intensifications at hospital discharge. Within 30 days, patients who received medication intensifications had a higher risk of severe hypoglycemia (hazard ratio [HR], 2.17; 95% CI, 1.10-4.28), no difference in risk of severe hyperglycemia (HR, 1.00; 95% CI, 0.33-3.08), and a lower risk of death (HR, 0.55; 95% CI, 0.33-0.92). At 1 year, no differences were found in the risk of severe hypoglycemia events, severe hyperglycemia events, or death and no difference in change in HbA1c level was found among those who did vs did not receive intensifications (mean postdischarge HbA1c, 7.72% vs 7.70%; difference-in-differences, 0.02%; 95% CI, -0.12% to 0.16%). At 1 year, 48.0% (591 of 1231) of new oral diabetes medications and 38.5% (548 of 1423) of new insulin prescriptions filled at discharge were no longer being filled. CONCLUSIONS AND RELEVANCE In this national cohort study, among older adults hospitalized for common medical conditions, discharge with intensified diabetes medications was associated with an increased short-term risk of severe hypoglycemia events but was not associated with reduced severe hyperglycemia events or improve HbA1c control. These findings indicate that short-term hospitalization may not be an effective time to intervene in long-term diabetes management.
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Affiliation(s)
- Timothy S. Anderson
- Division of General Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Alexandra K. Lee
- San Francisco Veterans Affairs Medical Center, San Francisco, California
- Division of Geriatrics, University of California, San Francisco
| | - Bocheng Jing
- San Francisco Veterans Affairs Medical Center, San Francisco, California
- Division of Geriatrics, University of California, San Francisco
| | - Sei Lee
- San Francisco Veterans Affairs Medical Center, San Francisco, California
- Division of Geriatrics, University of California, San Francisco
| | - Shoshana J. Herzig
- Division of General Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - W. John Boscardin
- San Francisco Veterans Affairs Medical Center, San Francisco, California
- Division of Geriatrics, University of California, San Francisco
| | - Kathy Fung
- San Francisco Veterans Affairs Medical Center, San Francisco, California
- Division of Geriatrics, University of California, San Francisco
| | - Anael Rizzo
- San Francisco Veterans Affairs Medical Center, San Francisco, California
- Division of Geriatrics, University of California, San Francisco
| | - Michael A. Steinman
- San Francisco Veterans Affairs Medical Center, San Francisco, California
- Division of Geriatrics, University of California, San Francisco
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14
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Aung LHH, Jumbo JCC, Wang Y, Li P. Therapeutic potential and recent advances on targeting mitochondrial dynamics in cardiac hypertrophy: A concise review. MOLECULAR THERAPY. NUCLEIC ACIDS 2021; 25:416-443. [PMID: 34484866 PMCID: PMC8405900 DOI: 10.1016/j.omtn.2021.06.006] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Pathological cardiac hypertrophy begins as an adaptive response to increased workload; however, sustained hemodynamic stress will lead it to maladaptation and eventually cardiac failure. Mitochondria, being the powerhouse of the cells, can regulate cardiac hypertrophy in both adaptive and maladaptive phases; they are dynamic organelles that can adjust their number, size, and shape through a process called mitochondrial dynamics. Recently, several studies indicate that promoting mitochondrial fusion along with preventing mitochondrial fission could improve cardiac function during cardiac hypertrophy and avert its progression toward heart failure. However, some studies also indicate that either hyperfusion or hypo-fission could induce apoptosis and cardiac dysfunction. In this review, we summarize the recent knowledge regarding the effects of mitochondrial dynamics on the development and progression of cardiac hypertrophy with particular emphasis on the regulatory role of mitochondrial dynamics proteins through the genetic, epigenetic, and post-translational mechanisms, followed by discussing the novel therapeutic strategies targeting mitochondrial dynamic pathways.
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Affiliation(s)
- Lynn Htet Htet Aung
- Center for Molecular Genetics, Institute for Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine, Qingdao University, Qingdao 266021, China.,Center for Bioinformatics, Institute for Translational Medicine, School of Basic Science, College of Medicine, Qingdao University, Qingdao 266021, China
| | - Juan Carlos Cueva Jumbo
- School of Preclinical Medicine, Nanobody Research Center, Guangxi Medical University, Nanning 530021, China
| | - Yin Wang
- Center for Molecular Genetics, Institute for Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine, Qingdao University, Qingdao 266021, China
| | - Peifeng Li
- Center for Molecular Genetics, Institute for Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine, Qingdao University, Qingdao 266021, China.,Center for Bioinformatics, Institute for Translational Medicine, School of Basic Science, College of Medicine, Qingdao University, Qingdao 266021, China
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15
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Anderson TS, Odden MC, Penko J, Kazi DS, Bellows BK, Bibbins‐Domingo K. Characteristics of Populations Excluded From Clinical Trials Supporting Intensive Blood Pressure Control Guidelines. J Am Heart Assoc 2021; 10:e019707. [PMID: 33754796 PMCID: PMC8174340 DOI: 10.1161/jaha.120.019707] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Background Only one third of patients recommended intensified treatment by the 2017 American College of Cardiology/American Heart Association (ACC/AHA) guideline for high blood pressure would have been eligible for the clinical trials on which recommendations were largely based. We sought to identify characteristics of adults who would have been trial-ineligible in order to inform clinical practice and research priorities. Methods and Results We examined the proportion of adults diagnosed with hypertension who met trial inclusion and exclusion criteria, stratified by age, diabetes mellitus status, and guideline recommendations in a cross-sectional study of the National Health and Nutrition Examination Survey, 2013-2016. Of the 107.7 million adults (95% CI, 99.3-116.0 million) classified as having hypertension by the ACC/AHA guideline, 23.1% (95% CI, 20.8%-25.5%) were below the target blood pressure of 130/80 mm Hg, 22.2% (95% CI, 20.1%-24.4%) would be recommended nonpharmacologic treatment, and 54.6% (95% CI, 52.5%-56.7%) would be recommended additional pharmacotherapy. Only 20.6% (95% CI, 18.8%-22.4%) of adults with hypertension would be trial-eligible. The majority of adults <50 years were excluded because of low cardiovascular risk and lack of access to primary care. The majority of adults aged ≥70 years were excluded because of multimorbidity and limited life expectancy. Reasons for trial exclusion were similar for patients with and without diabetes mellitus. Conclusions Intensive blood pressure treatment trials were not representative of many younger adults with low cardiovascular risk and older adults with multimorbidity who are now recommended more intensive blood pressure goals.
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Affiliation(s)
- Timothy S. Anderson
- Division of General MedicineBeth Israel Deaconess Medical CenterBostonMA
- Richard A. and Susan F. Smith Center for Outcomes Research in CardiologyBeth Israel Deaconess Medical CenterBostonMA
| | - Michelle C. Odden
- Department of Epidemiology and Population HealthStanford UniversityStanfordCA
| | - Joanne Penko
- Department of Epidemiology and BiostatisticsUniversity of California San FranciscoSan FranciscoCA
| | - Dhruv S. Kazi
- Richard A. and Susan F. Smith Center for Outcomes Research in CardiologyBeth Israel Deaconess Medical CenterBostonMA
- Division of CardiologyBeth Israel Deaconess Medical CenterBostonMA
- UCSF Center for Vulnerable Populations at Zuckerberg San Francisco General HospitalSan FranciscoCA
| | | | - Kirsten Bibbins‐Domingo
- Department of Epidemiology and BiostatisticsUniversity of California San FranciscoSan FranciscoCA
- Division of General Internal MedicineZuckerberg San Francisco General HospitalSan FranciscoCA
- UCSF Center for Vulnerable Populations at Zuckerberg San Francisco General HospitalSan FranciscoCA
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16
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Santos WA, Dourado KMC, Araújo FA, Jesus RLC, Moraes RA, Oliveira SCDS, Alves QL, Simões LO, Casais-E-Silva LL, Costa RS, Velozo ES, Silva DF. Braylin induces a potent vasorelaxation, involving distinct mechanisms in superior mesenteric and iliac arteries of rats. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2021; 394:437-446. [PMID: 33034715 DOI: 10.1007/s00210-020-01985-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 10/04/2020] [Indexed: 11/28/2022]
Abstract
Arterial hypertension is a risk factor for various cardiovascular and renal diseases, representing a major public health challenge. Although a wide range of treatment options are available for blood pressure control, many hypertensive individuals remain with uncontrolled hypertension. Thus, the search for new substances with antihypertensive potential becomes necessary. Coumarins, a group of polyphenolic compounds derived from plants, have attracted intense interest due to their diverse pharmacological properties, like potent antihypertensive activities. Braylin (6-methoxyseselin) is a coumarin identified in the Zanthoxylum tingoassuiba species, described as a phosphodiesterase-4 (PDE4) inhibitor. Although different coumarin compounds have been described as potent antihypertensive agents, the activity of braylin on the cardiovascular system has yet to be investigated. To investigate the vasorelaxation properties of braylin and its possible mechanisms of action, we performed in vitro studies using superior mesenteric arteries and the iliac arteries isolated from rats. In this study, we demonstrated, for the first time, that braylin induces potent vasorelaxation, involving distinct mechanisms from two different arteries, isolated from rats. A possible inhibition of phosphodiesterase, altering the cyclic adenosine monophosphate (cAMP)/cAMP-dependent protein kinase (PKA) pathway, may be correlated with the biological action of braylin in the mesenteric vessel, while in the iliac artery, the biological action of braylin may be correlated with increase of cyclic guanosine monophosphate (cGMP), followed by BKCa, Kir, and Kv channel activation. Together, these results provide evidence that braylin can represent a potential therapeutic use in preventing and treating cardiovascular diseases.
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Affiliation(s)
- W A Santos
- Laboratory of Cardiovascular Physiology and Pharmacology, Federal University of Bahia, Avenida Reitor Miguel Calmon, Vale do Canela, Salvador, Bahia, 40110-902, Brazil
| | - K M C Dourado
- Laboratory of Cardiovascular Physiology and Pharmacology, Federal University of Bahia, Avenida Reitor Miguel Calmon, Vale do Canela, Salvador, Bahia, 40110-902, Brazil
| | - F A Araújo
- Gonçalo Moniz Institute, Oswaldo Cruz Foundation - FIOCRUZ, Rio de Janeiro, Bahia, Brazil
| | - R L C Jesus
- Laboratory of Cardiovascular Physiology and Pharmacology, Federal University of Bahia, Avenida Reitor Miguel Calmon, Vale do Canela, Salvador, Bahia, 40110-902, Brazil
| | - R A Moraes
- Laboratory of Cardiovascular Physiology and Pharmacology, Federal University of Bahia, Avenida Reitor Miguel Calmon, Vale do Canela, Salvador, Bahia, 40110-902, Brazil
| | - S C D S Oliveira
- Laboratory of Cardiovascular Physiology and Pharmacology, Federal University of Bahia, Avenida Reitor Miguel Calmon, Vale do Canela, Salvador, Bahia, 40110-902, Brazil
| | - Q L Alves
- Laboratory of Cardiovascular Physiology and Pharmacology, Federal University of Bahia, Avenida Reitor Miguel Calmon, Vale do Canela, Salvador, Bahia, 40110-902, Brazil
| | - L O Simões
- Laboratory of Cardiovascular Physiology and Pharmacology, Federal University of Bahia, Avenida Reitor Miguel Calmon, Vale do Canela, Salvador, Bahia, 40110-902, Brazil
| | - L L Casais-E-Silva
- Laboratory of Cardiovascular Physiology and Pharmacology, Federal University of Bahia, Avenida Reitor Miguel Calmon, Vale do Canela, Salvador, Bahia, 40110-902, Brazil
| | - R S Costa
- Faculty of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil
| | - E S Velozo
- Faculty of Pharmacy, Federal University of Bahia, Salvador, Bahia, Brazil
| | - D F Silva
- Laboratory of Cardiovascular Physiology and Pharmacology, Federal University of Bahia, Avenida Reitor Miguel Calmon, Vale do Canela, Salvador, Bahia, 40110-902, Brazil.
- Gonçalo Moniz Institute, Oswaldo Cruz Foundation - FIOCRUZ, Rio de Janeiro, Bahia, Brazil.
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17
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Dal-Ré R. The PRECIS-2 tool seems not to be useful to discriminate the degree of pragmatism of medicine masked trials from that of open-label trials. Eur J Clin Pharmacol 2020; 77:539-546. [PMID: 33106910 DOI: 10.1007/s00228-020-03030-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Accepted: 10/21/2020] [Indexed: 12/13/2022]
Abstract
PURPOSE To assess, with all available trial information, whether the assessment of the PRECIS-2 nine domains could provide a clear distinction between medicine masked pragmatic randomized controlled trials (pRCTs) and open-label pRCTs. METHODS A search was conducted of participant-level pRCTs on medicines published on 25 influential medical journals in July 2018-December 2019. All pre-licensing (phases 1-3) and cluster pRCTs were excluded. All trials' available reports were searched through the published article information, Google Scholar, and trial websites. Instead of providing a score to each PRECIS-2 domain, these were classified as E (explanatory), N (neutral), or P (pragmatic). RESULTS Of 128 pRCTs, 18 (14%) were participant-level pRCTs on medicines. The full trial protocol was available for 14 trials; 12 had published the protocol and nine had additional reports published. All trials were prospectively registered, and none was funded by industry. Ten and eight were masked and open-label trials, respectively. Masked pRCTS had 34% of pragmatic and 60% of explanatory domains; open-label pRCTS had 45% pragmatic and 45% explanatory domains. Among the 10 masked trials, only one had a majority of five pragmatic domains; among the eight open-label trials, four had a majority of six or five pragmatic domains. "Follow-up" was considered explanatory in the 18 pRCTs; "primary analysis" was pragmatic in 17 pRCTs. CONCLUSION The PRECIS-2 tool seems not to be sensitive enough to clearly discriminate between medicine masked pRCTs and open-label pRCTs. When conducting systematic reviews, it is suggested that the PRECIS-2 tool should not be used to support placing masked trials in the pragmatic side of the explanatory/pragmatic continuum.
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Affiliation(s)
- Rafael Dal-Ré
- Epidemiology Unit, Health Research Institute-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid, Avda Reyes Católicos 2, E-28040, Madrid, Spain.
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18
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Dal-Ré R. Clinical trials: generalizability is much more than representativeness. Eur J Intern Med 2020; 79:123. [PMID: 32317237 DOI: 10.1016/j.ejim.2020.04.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 04/03/2020] [Indexed: 10/24/2022]
Affiliation(s)
- Rafael Dal-Ré
- Epidemiology Unit, Health Research Institute-Fundación Jiménez Díaz University Hospital, Universidad Autónoma de Madrid, Avda Reyes Católicos 2, Madrid, E-28040, Spain.
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