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Krichbaum M, Miransky N, Perez A. Trends in Pain Medication Use in Patients With Type 2 Diabetes: NHANES 2005-2018. J Pain Palliat Care Pharmacother 2023; 37:223-233. [PMID: 37039630 DOI: 10.1080/15360288.2023.2194868] [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: 12/05/2022] [Revised: 02/21/2023] [Accepted: 03/16/2023] [Indexed: 04/12/2023]
Abstract
The aim of this research was to compare pain medication use trends among adults with and without type 2 diabetes in the US. This cross-sectional study used data of adults with and without (type 2) diabetes from the National Health and Nutrition Examination Survey waves 2005-2018. Use of pain medication including opioids, prescription nonsteroidal anti-inflammatory drugs, gabapentinoids, serotonin norepinephrine reuptake inhibitors, skeletal muscle relaxants, and headache treatment agents was compared by diabetes status and within select social determinants of health and clinical factors. Adults with type 2 diabetes were twice as likely to be prescribed pain medications compared to those without a diabetes diagnosis (16.2% vs 8.6%). Females and those with a history of smoking or arthritis were more likely to be on pain medications. Opioid use was the most prevalent regardless of diabetes status, and use was twice as high among those with diabetes (10.8% vs 5.5%). Patients with type 2 diabetes in the US are twice as likely to be prescribed pain medications overall as well as opioids compared with those without diabetes. Clinical guideline recommendations are necessary to find pharmacologic and nonpharmacologic nociceptive pain management specific for patients with diabetes.
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Evans L, Wu Y, Xi W, Ghosh AK, Kim MH, Alexopoulos GS, Pathak J, Banerjee S. Risk stratification models for predicting preventable hospitalization in commercially insured late middle-aged adults with depression. BMC Health Serv Res 2023; 23:621. [PMID: 37312121 DOI: 10.1186/s12913-023-09478-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 04/29/2023] [Indexed: 06/15/2023] Open
Abstract
BACKGROUND A significant number of late middle-aged adults with depression have a high illness burden resulting from chronic conditions which put them at high risk of hospitalization. Many late middle-aged adults are covered by commercial health insurance, but such insurance claims have not been used to identify the risk of hospitalization in individuals with depression. In the present study, we developed and validated a non-proprietary model to identify late middle-aged adults with depression at risk for hospitalization, using machine learning methods. METHODS This retrospective cohort study involved 71,682 commercially insured older adults aged 55-64 years diagnosed with depression. National health insurance claims were used to capture demographics, health care utilization, and health status during the base year. Health status was captured using 70 chronic health conditions, and 46 mental health conditions. The outcomes were 1- and 2-year preventable hospitalization. For each of our two outcomes, we evaluated seven modelling approaches: four prediction models utilized logistic regression with different combinations of predictors to evaluate the relative contribution of each group of variables, and three prediction models utilized machine learning approaches - logistic regression with LASSO penalty, random forests (RF), and gradient boosting machine (GBM). RESULTS Our predictive model for 1-year hospitalization achieved an AUC of 0.803, with a sensitivity of 72% and a specificity of 76% under the optimum threshold of 0.463, and our predictive model for 2-year hospitalization achieved an AUC of 0.793, with a sensitivity of 76% and a specificity of 71% under the optimum threshold of 0.452. For predicting both 1-year and 2-year risk of preventable hospitalization, our best performing models utilized the machine learning approach of logistic regression with LASSO penalty which outperformed more black-box machine learning models like RF and GBM. CONCLUSIONS Our study demonstrates the feasibility of identifying depressed middle-aged adults at higher risk of future hospitalization due to burden of chronic illnesses using basic demographic information and diagnosis codes recorded in health insurance claims. Identifying this population may assist health care planners in developing effective screening strategies and management approaches and in efficient allocation of public healthcare resources as this population transitions to publicly funded healthcare programs, e.g., Medicare in the US.
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Affiliation(s)
- Lauren Evans
- Division of Biostatistics, Department of Population Health Sciences, Weill Cornell Medicine, 402 East 67th Street, New York, NY, 10065, USA
| | - Yiyuan Wu
- Division of Biostatistics, Department of Population Health Sciences, Weill Cornell Medicine, 402 East 67th Street, New York, NY, 10065, USA
| | - Wenna Xi
- Division of Biostatistics, Department of Population Health Sciences, Weill Cornell Medicine, 402 East 67th Street, New York, NY, 10065, USA
| | - Arnab K Ghosh
- Division of General Internal Medicine, Department of Medicine, Weill Cornell Medicine, 350 Ladson House 70th St, New York, NY, 10065, USA
| | - Min-Hyung Kim
- Division of Health Informatics, Department of Population Health Sciences, Weill Cornell Medicine, 425 East 61st Street, New York, NY, 10065, USA
| | - George S Alexopoulos
- Weill Cornell Institute of Geriatric Psychiatry, Weill Cornell Medicine Psychiatry, 21 Bloomingdale Rd, White Plains, NY, USA
| | - Jyotishman Pathak
- Division of Health Informatics, Department of Population Health Sciences, Weill Cornell Medicine, 425 East 61st Street, New York, NY, 10065, USA
| | - Samprit Banerjee
- Division of Biostatistics, Department of Population Health Sciences, Weill Cornell Medicine, 402 East 67th Street, New York, NY, 10065, USA.
- Weill Cornell Institute of Geriatric Psychiatry, Weill Cornell Medicine Psychiatry, 21 Bloomingdale Rd, White Plains, NY, USA.
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Li Y, Toyama K, Nakatsu T, Ishizuka H, Wu H, Cao G, Yu J, Wang Y, Liu X, Guo B, Wu J, Yu P, Hong Z, Zhang J, Wu X. Safety, Tolerability and Pharmacokinetics of Single and Multiple Doses of Mirogabalin in Healthy Chinese Participants: A Randomized, Double-Blind, Placebo-Controlled Study. Adv Ther 2023; 40:1628-1643. [PMID: 36790683 PMCID: PMC10070214 DOI: 10.1007/s12325-022-02424-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 12/23/2022] [Indexed: 02/16/2023]
Abstract
INTRODUCTION Mirogabalin is a treatment option for patients with neuropathic pain; however, safety, tolerability, and pharmacokinetics (PK) data specifically for Chinese individuals are limited to a single-dose study. We aimed to assess these for both single- and multiple-dose mirogabalin in healthy Chinese participants. METHODS In this randomized, double-blind, placebo-controlled, phase I study, 54 healthy Chinese men and women aged 18-45 years were randomly allocated to receive single- (5, 10, or 15 mg, daily) or multiple-dose (5 mg titrated to 15 mg, twice-daily, over 22 days) oral mirogabalin or placebo. In each of three single-dose groups, 10 participants received mirogabalin and 2 received placebo; in the multiple-dose group, 14 participants received mirogabalin and 4 received placebo. The primary endpoints were PK, safety, and tolerability variables, including treatment-emergent adverse events (TEAEs), laboratory tests, and vital signs. PK data were collected for both single- and multiple-dose cohorts and evaluated by non-compartmental analysis. RESULTS Single- and multiple-dose mirogabalin was generally well tolerated with no deaths, serious TEAEs, or TEAEs leading to treatment discontinuation. Frequently reported TEAEs included dizziness, nystagmus, increased blood triglycerides, headache, and increased blood uric acid and creatine phosphokinase. Single-dose mirogabalin was rapidly absorbed (median time to maximum plasma concentration, 1.00 h) and eliminated (mean terminal elimination half-life, 2.57-3.08 h). The exposure was approximately dose-proportional. In the multiple-dose cohort, the trough plasma concentration increased dose-proportionally, and exposure and clearance were comparable to that following a single 15-mg dose. The mean cumulative amount excreted into urine up to 48 h post-dose increased in a dose-proportional manner, the mean cumulative percentage excreted into urine was 61.9%-74.3%, and renal clearance remained relatively constant. CONCLUSION Consistent with previous phase I studies in other populations, mirogabalin was safe and well tolerated in healthy Chinese participants at single and multiple doses of up to 15 mg twice-daily.
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Affiliation(s)
- Yi Li
- Institute of Antibiotics, Huashan Hospital, Fudan University, Shanghai, China
- Key Laboratory of Clinical Pharmacology of Antibiotics, National Population and Family Planning Commission, Shanghai, China
| | - Kaoru Toyama
- Daiichi Sankyo Co., Ltd., Shinagawa-ku, Tokyo, Japan
| | | | | | - Hailan Wu
- Institute of Antibiotics, Huashan Hospital, Fudan University, Shanghai, China
- Key Laboratory of Clinical Pharmacology of Antibiotics, National Population and Family Planning Commission, Shanghai, China
| | - Guoying Cao
- Key Laboratory of Clinical Pharmacology of Antibiotics, National Population and Family Planning Commission, Shanghai, China
- Phase I Clinical Research Center, Huashan Hospital, Fudan University, 12 Wulumuqi Middle Road, Shanghai, 200040, China
| | - Jicheng Yu
- Key Laboratory of Clinical Pharmacology of Antibiotics, National Population and Family Planning Commission, Shanghai, China
- Phase I Clinical Research Center, Huashan Hospital, Fudan University, 12 Wulumuqi Middle Road, Shanghai, 200040, China
| | - Yu Wang
- Institute of Antibiotics, Huashan Hospital, Fudan University, Shanghai, China
- Key Laboratory of Clinical Pharmacology of Antibiotics, National Population and Family Planning Commission, Shanghai, China
| | - Xiaofen Liu
- Institute of Antibiotics, Huashan Hospital, Fudan University, Shanghai, China
- Key Laboratory of Clinical Pharmacology of Antibiotics, National Population and Family Planning Commission, Shanghai, China
| | - Beining Guo
- Institute of Antibiotics, Huashan Hospital, Fudan University, Shanghai, China
- Key Laboratory of Clinical Pharmacology of Antibiotics, National Population and Family Planning Commission, Shanghai, China
| | - Jufang Wu
- Institute of Antibiotics, Huashan Hospital, Fudan University, Shanghai, China
- Key Laboratory of Clinical Pharmacology of Antibiotics, National Population and Family Planning Commission, Shanghai, China
- Phase I Clinical Research Center, Huashan Hospital, Fudan University, 12 Wulumuqi Middle Road, Shanghai, 200040, China
| | - Peimin Yu
- Department of Neurology, Fudan University, Shanghai, China
| | - Zhen Hong
- Department of Neurology, Fudan University, Shanghai, China
| | - Jing Zhang
- Institute of Antibiotics, Huashan Hospital, Fudan University, Shanghai, China
- Key Laboratory of Clinical Pharmacology of Antibiotics, National Population and Family Planning Commission, Shanghai, China
- Phase I Clinical Research Center, Huashan Hospital, Fudan University, 12 Wulumuqi Middle Road, Shanghai, 200040, China
| | - Xiaojie Wu
- Key Laboratory of Clinical Pharmacology of Antibiotics, National Population and Family Planning Commission, Shanghai, China.
- Phase I Clinical Research Center, Huashan Hospital, Fudan University, 12 Wulumuqi Middle Road, Shanghai, 200040, China.
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Banks C, A Bowman L, Merrey J, Waldfogel JM. Characterization of Outpatient Gabapentinoid Prescribing for Pain. J Pain Palliat Care Pharmacother 2023:1-5. [PMID: 36762999 DOI: 10.1080/15360288.2023.2174635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
Two statements from national organizations outline recommended minimum effective doses of gabapentin and pregabalin for the treatment of diabetic peripheral neuropathy (DPN). However, studies of real-world gabapentinoid dosing demonstrate that the recommended dose targets are frequently not met and do not consider renal insufficiency. This study aimed to characterize gabapentinoid prescribing patterns in patients receiving primary care at two internal medicine clinics within an academic medical center. This retrospective chart review included adult outpatients who were newly initiated on gabapentin or pregabalin between October 1, 2017 and October 1, 2020 and reviewed for 12 months. A total of 1,221 patients were included in the study with 1,079 (88.4%) prescribed gabapentin and 142 (11.6%) prescribed pregabalin. Only 22.4% of patients prescribed gabapentin and 33.3% of patients prescribed pregabalin with adequate renal function met the minimum effective dosing of gabapentin 1800 mg per day and pregabalin 300 mg per day provided by the American Diabetes Association (ADA) and American Academy of Neurology (AAN). This study supports the need for optimization of gabapentinoid dosing to ensure an adequate trial at the minimum effective dose is completed.
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Affiliation(s)
- Callan Banks
- Department of Pharmacy, The Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Lindsay A Bowman
- Department of Pharmacy, The Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Jessica Merrey
- Department of Pharmacy, The Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Julie M Waldfogel
- Department of Pharmacy, The Johns Hopkins Hospital, Baltimore, Maryland, USA
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Alyoubi RA, Alshareef AA, Aldughaither SM, Aljaroudi AM, Alabdulwahed A, Alduraibi FM, Masoud AT, Abu-Zaid A. Efficacy and safety of mirogabalin treatment in patients with diabetic peripheral neuropathic pain: A systematic review and meta-analysis of randomised controlled trials. Int J Clin Pract 2021; 75:e13744. [PMID: 32991782 DOI: 10.1111/ijcp.13744] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 09/02/2020] [Accepted: 09/23/2020] [Indexed: 12/12/2022] Open
Abstract
AIM We aimed to perform a systematic review and meta-analysis to examine the efficacy and safety of mirogabalin in patients with diabetic peripheral neuropathic pain (DPNP). METHODS We searched four databases from inception to 1st July 2020. We included all randomised controlled trials (RCTs) which assessed the effectiveness and safety of mirogabalin in patients with DPNP. We evaluated the quality of the included RCTs using the Cochrane risk of bias assessment tool. We pooled dichotomous outcomes as risk ratios and continuous outcomes as mean differences with 95% confidence intervals, both under the random- or fixed-effects model. RESULTS Three RCTs matched our inclusion criteria with a total of 1732 patients with DPNP: 1057, 534 and 141 patients received mirogabalin, placebo and pregabalin, respectively. The quality of included RCTs was marked as moderate-to-high. Mirogabalin treatment was significantly associated with a significant reduction in the average daily pain score (ADPS) compared with placebo over 7 weeks. Compared with pregabalin, mirogabalin was significantly associated with more decrease in ADPS only after 3, 4 and 5 weeks. The proportion of patients with ≥30% and ≥50% reduction in the ADPS was significantly higher in the mirogabalin vs placebo and pregabalin groups. Compared with placebo, mirogabalin was significantly associated with more adverse events of dizziness, increased weight, peripheral oedema and somnolence. The safety profile was comparable between mirogabalin and pregabalin. CONCLUSIONS Our systematic review and meta-analysis revealed that in patients with DPNP, mirogabalin treatment was superior to placebo and pregabalin in decreasing the ADPS over time. Besides, mirogabalin was largely safe and associated with some adverse events that could be managed conservatively.
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Affiliation(s)
- Reem Abdullah Alyoubi
- Department of Pediatrics, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | | | | | - Abeer Mahdi Aljaroudi
- Department of Internal Medicine, College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
| | - Alwaleed Alabdulwahed
- Department of Internal Medicine, College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
| | | | | | - Ahmed Abu-Zaid
- Department of Internal Medicine, College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
- Department of Pharmacology, College of Graduate Health Sciences, University of Tennessee Health Science Center, Memphis, TN, USA
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Early Detection of Diabetic Peripheral Neuropathy: A Focus on Small Nerve Fibres. Diagnostics (Basel) 2021; 11:diagnostics11020165. [PMID: 33498918 PMCID: PMC7911433 DOI: 10.3390/diagnostics11020165] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Revised: 01/14/2021] [Accepted: 01/20/2021] [Indexed: 02/07/2023] Open
Abstract
Diabetic peripheral neuropathy (DPN) is the most common complication of both type 1 and 2 diabetes. As a result, neuropathic pain, diabetic foot ulcers and lower-limb amputations impact drastically on quality of life, contributing to the individual, societal, financial and healthcare burden of diabetes. DPN is diagnosed at a late, often pre-ulcerative stage due to a lack of early systematic screening and the endorsement of monofilament testing which identifies advanced neuropathy only. Compared to the success of the diabetic eye and kidney screening programmes there is clearly an unmet need for an objective reliable biomarker for the detection of early DPN. This article critically appraises research and clinical methods for the diagnosis or screening of early DPN. In brief, functional measures are subjective and are difficult to implement due to technical complexity. Moreover, skin biopsy is invasive, expensive and lacks diagnostic laboratory capacity. Indeed, point-of-care nerve conduction tests are convenient and easy to implement however questions are raised regarding their suitability for use in screening due to the lack of small nerve fibre evaluation. Corneal confocal microscopy (CCM) is a rapid, non-invasive, and reproducible technique to quantify small nerve fibre damage and repair which can be conducted alongside retinopathy screening. CCM identifies early sub-clinical DPN, predicts the development and allows staging of DPN severity. Automated quantification of CCM with AI has enabled enhanced unbiased quantification of small nerve fibres and potentially early diagnosis of DPN. Improved screening tools will prevent and reduce the burden of foot ulceration and amputations with the primary aim of reducing the prevalence of this common microvascular complication.
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Ziegler D, Landgraf R, Lobmann R, Reiners K, Rett K, Schnell O, Strom A. Polyneuropathy is inadequately treated despite increasing symptom intensity in individuals with and without diabetes (PROTECT follow-up study). J Diabetes Investig 2020; 11:1272-1277. [PMID: 32268450 PMCID: PMC7477515 DOI: 10.1111/jdi.13267] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 03/25/2020] [Accepted: 03/29/2020] [Indexed: 01/26/2023] Open
Abstract
AIMS/INTRODUCTION Despite its major clinical impact, distal symmetric polyneuropathy remains frequently undiagnosed and undertreated in clinical practice. We previously reported in the PROTECT Study that 70% of type 2 diabetes patients with distal symmetric polyneuropathy were unaware of having the latter condition. MATERIALS AND METHODS In the present follow up after 2.5 ± 0.7 years, 122 and 85 participants with and without type 2 diabetes, respectively, completed questionnaires to obtain information about the further course of disease and its management. RESULTS At follow up, 49 and 48% of the respondents with type 2 diabetes and without diabetes, respectively, reported that the intensity of paresthesia or numbness in the feet increased, whereas for burning and pain in the feet the corresponding percentages were 56 and 61%. However, 33 and 40% of the respondents with type 2 diabetes and without diabetes, respectively, reporting neuropathic symptoms at follow up did not receive any pharmacotherapy. Pharmacotherapy of neuropathic symptoms at follow up among participants with type 2 diabetes and without diabetes included mainly World Health Organization Step 1 analgesics (17% each; excluding acetylsalicylic acid), pregabalin/gabapentin (20 and 12%), vitamin B complex (13 and 22%), benfotiamine (13 and 2%), opioids (7 and 12%), antidepressants (4 and 5%) and α-lipoic acid (4 and 2%). CONCLUSIONS These findings point to insufficient care, inadequate treatment adherence or limited efficacy of treatments in patients with polyneuropathy, suggesting that effective measures should be implemented to correct these healthcare deficits.
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Affiliation(s)
- Dan Ziegler
- Institute for Clinical DiabetologyGerman Diabetes CenterLeibniz Center for Diabetes Research at Heinrich Heine UniversityDüsseldorfGermany
- Division of Endocrinology and DiabetologyMedical FacultyHeinrich Heine UniversityDüsseldorfGermany
| | | | - Ralf Lobmann
- Clinic for Endocrinology, Diabetology and GeriatricsKlinikum Stuttgart ‐ Bad CannstattStuttgartGermany
| | | | | | - Oliver Schnell
- Forschergruppe Diabetes e.V. at the Helmholtz Center MunichNeuherbergGermany
| | - Alexander Strom
- Institute for Clinical DiabetologyGerman Diabetes CenterLeibniz Center for Diabetes Research at Heinrich Heine UniversityDüsseldorfGermany
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Ferdinand AO, Akinlotan MA, Callaghan T, Towne SD, Bolin JN. Factors affecting the likelihood of a hospitalization following a diabetes-related emergency department visit: A regional and urban-rural analysis. J Diabetes 2020; 12:686-696. [PMID: 32436371 DOI: 10.1111/1753-0407.13066] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 05/08/2020] [Accepted: 05/12/2020] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND The objective of this study is to examine place-based and individual-level predictors of diabetes-related hospitalizations that stem from emergency department (ED) visits. METHODS We conducted a pooled cross-sectional analysis of the National Inpatient Sample (NIS) for 2009 to 2014 to identify ED-initiated hospitalizations that were driven by the need for diabetes care. The odds of an ED-initiated diabetes-related hospitalization were assessed for the United States as a whole and separately for each census region. RESULTS Nationally, residents of noncore areas (odds ratio [OR] 1.10; CI 1.08, 1.12), the South (OR 8.03; CI 6.84, 9.42), Blacks (OR 2.49; CI 2.47, 2.52), Hispanics (OR 2.32; CI 2.29, 2.35), Asians or Pacific Islanders (OR 1.20; CI 1.16, 1.23), Native Americans (OR 2.18; CI 2.10, 2.27), and the uninsured (OR 2.14; CI 2.11, 2.27) were significantly more likely to experience an ED-initiated hospitalization for diabetes care. Census region-stratified models showed that noncore residents of the South (OR 1.17; CI 1.14, 1.20) and Midwest (OR 1.06; CI 1.02, 1.11) had higher odds of a diabetes-related ED-initiated hospitalization. CONCLUSIONS As continued efforts are made to reduce place-based disparities in diabetes care and management, targeted focus should be placed on residents of noncore areas in the South and Midwest, racial and ethnic minorities, as well as the uninsured population.
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Affiliation(s)
- Alva O Ferdinand
- Department of Health Policy & Management, Texas A&M University, School of Public Health, College Station, Texas, USA
- Southwest Rural Health Research Center, Texas A&M University, School of Public Health, College Station, Texas, USA
| | - Marvellous A Akinlotan
- Department of Health Policy & Management, Texas A&M University, School of Public Health, College Station, Texas, USA
- Southwest Rural Health Research Center, Texas A&M University, School of Public Health, College Station, Texas, USA
- College of Nursing, Texas A&M University, Bryan, Texas, USA
| | - Timothy Callaghan
- Department of Health Policy & Management, Texas A&M University, School of Public Health, College Station, Texas, USA
- Southwest Rural Health Research Center, Texas A&M University, School of Public Health, College Station, Texas, USA
| | - Samuel D Towne
- Southwest Rural Health Research Center, Texas A&M University, School of Public Health, College Station, Texas, USA
- Department of Health Management & Informatics, University of Central Florida, Orlando, Florida, USA
- Disability, Aging, & Technology Faculty Cluster Initiative, University of Central Florida, Orlando, Florida, USA
| | - Jane N Bolin
- Department of Health Policy & Management, Texas A&M University, School of Public Health, College Station, Texas, USA
- Southwest Rural Health Research Center, Texas A&M University, School of Public Health, College Station, Texas, USA
- College of Nursing, Texas A&M University, Bryan, Texas, USA
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Baba M, Matsui N, Kuroha M, Wasaki Y, Ohwada S. Mirogabalin for the treatment of diabetic peripheral neuropathic pain: A randomized, double-blind, placebo-controlled phase III study in Asian patients. J Diabetes Investig 2019; 10:1299-1306. [PMID: 30672128 PMCID: PMC6717827 DOI: 10.1111/jdi.13013] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 01/10/2019] [Accepted: 01/21/2019] [Indexed: 01/06/2023] Open
Abstract
AIMS/INTRODUCTION This study evaluated the efficacy and safety of mirogabalin, a novel, potent, selective ligand of the α2 δ subunit of voltage-dependent Ca2+ channels, for the treatment of diabetic peripheral neuropathic pain (DPNP). MATERIALS AND METHODS During this double-blind, multisite, placebo-controlled phase III study, Asian patients aged ≥20 years with type 1 or 2 diabetes and DPNP were randomized 2:1:1:1 to a placebo, mirogabalin 15, 20 or 30 mg/day for up to 14 weeks, with a 1- to 2-week titration (NCT02318706). The primary endpoint was the change from baseline in average daily pain score (ADPS) at week 14, defined as a weekly average of daily pain (0 = no pain to 10 = worst possible pain, for the past 24 h). RESULTS Of 834 randomized patients, 330, 164, 165 and 165 received placebo, mirogabalin 15, 20 or 30 mg/day, respectively, and were included in analyses (modified intention-to-treat population, n = 824); 755 (90.5%) completed the study. At week 14, the least squares mean average daily pain score change from baseline was -1.31, -1.34, -1.47 and -1.81, respectively, showing statistical significance for mirogabalin 30 mg/day versus placebo (P = 0.0027). The treatment-emergent adverse events observed were mostly mild-to-moderate in all mirogabalin doses, and the most frequent treatment-emergent adverse events were nasopharyngitis, somnolence, dizziness, peripheral edema and weight increase. CONCLUSIONS Mirogabalin relieved DPNP in a dose-dependent manner; mirogabalin 30 mg/day showed statistically significant pain relief (vs placebo) in Asian DPNP patients. All doses of mirogabalin tested were well tolerated.
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Affiliation(s)
| | - Norimitsu Matsui
- Clinical Development DepartmentDaiichi Sankyo Co., Ltd.TokyoJapan
| | - Masanori Kuroha
- Clinical Development DepartmentDaiichi Sankyo Co., Ltd.TokyoJapan
| | - Yosuke Wasaki
- Asia Development DepartmentDaiichi Sankyo Co., Ltd.TokyoJapan
| | - Shoichi Ohwada
- Biostatistics and Data Management DepartmentDaiichi Sankyo Co., Ltd.TokyoJapan
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Cannabidiol attenuates mechanical allodynia in streptozotocin-induced diabetic rats via serotonergic system activation through 5-HT1A receptors. Brain Res 2019; 1715:156-164. [DOI: 10.1016/j.brainres.2019.03.014] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Revised: 02/05/2019] [Accepted: 03/16/2019] [Indexed: 12/30/2022]
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Ferdinand AO, Akinlotan MA, Callaghan T, Towne SD, Bolin J. Diabetes-related hospital mortality in the U.S.: A pooled cross-sectional study of the National Inpatient Sample. J Diabetes Complications 2019; 33:350-355. [PMID: 30910276 DOI: 10.1016/j.jdiacomp.2019.01.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Revised: 01/29/2019] [Accepted: 01/31/2019] [Indexed: 01/22/2023]
Abstract
AIMS Despite advancements in the diagnosis and treatment of diabetes in the U.S., place-based disparities still exist. The purpose of this study is to determine place-based and other individual-level variations in diabetes-related hospital deaths. METHODS A pooled cross-sectional study of the 2009-2015 National Inpatient Sample was conducted to examine the odds of a diabetes-related hospital death. The main predictors were rurality and census region. Individual-level socio-demographic factors were also examined. RESULTS Approximately 1.5% (n = 147,069) of diabetes-related hospitalizations resulted in death. In multivariable analysis, the odds of diabetes-related hospital deaths increased across the urban-rural continuum, except for large fringe metropolitan areas, with the highest odds of such deaths occurring among residents of micropolitan (OR = 1.16, 95% C.I. = 1.14, 1.18) and noncore areas (OR = 1.21, 95% C.I. = 1.19, 1.24). Compared to residents of the Northeast, residents in the South, West and Midwest regions were significantly more likely to experience a diabetes-related hospital death. Asian or Pacific Islanders, Medicaid-covered patients and the uninsured were also more likely to die during a diabetes-related hospitalization. CONCLUSIONS Place-based disparities in diabetes-related hospital deaths exist. Targeted focus should be placed on the control of diabetic complications in the South, West and Midwest census regions, and among rural residents.
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Affiliation(s)
- Alva O Ferdinand
- Department of Health Policy and Management, School of Public Health, Texas A&M University, College Station, TX, United States of America; Southwest Rural Health Research Center, School of Public Health, Texas A&M University, College Station, TX, United States of America.
| | - Marvellous A Akinlotan
- Department of Health Policy and Management, School of Public Health, Texas A&M University, College Station, TX, United States of America; Southwest Rural Health Research Center, School of Public Health, Texas A&M University, College Station, TX, United States of America
| | - Timothy Callaghan
- Department of Health Policy and Management, School of Public Health, Texas A&M University, College Station, TX, United States of America; Southwest Rural Health Research Center, School of Public Health, Texas A&M University, College Station, TX, United States of America
| | - Samuel D Towne
- Southwest Rural Health Research Center, School of Public Health, Texas A&M University, College Station, TX, United States of America; Department of Health Management and Informatics, University of Central Florida, Orlando, FL, United States of America; Disability, Aging, and Technology Cluster, University of Central Florida, Orlando, FL, United States of America
| | - Jane Bolin
- Department of Health Policy and Management, School of Public Health, Texas A&M University, College Station, TX, United States of America; Southwest Rural Health Research Center, School of Public Health, Texas A&M University, College Station, TX, United States of America
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12
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Houck DR, Sindelar L, Sanabria CR, Stanworth SH, Krueger M, Suh M, Madsen TM. NYX-2925, A Novel N-methyl-D-aspartate Receptor Modulator: A First-in-Human, Randomized, Double-blind Study of Safety and Pharmacokinetics in Adults. Clin Transl Sci 2018; 12:164-171. [PMID: 30242962 PMCID: PMC6440576 DOI: 10.1111/cts.12584] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Accepted: 08/04/2018] [Indexed: 01/25/2023] Open
Abstract
NYX‐2925, a new chemical entity, acts as a co‐agonist to glutamate at the N‐methyl‐D‐aspartate receptor (NMDAR). At low concentrations of endogenous agonists (glycine/D‐serine), NYX‐2925 partially activates NMDARs, modulating neural pathways relevant for chronic pain. NYX‐2925 is being developed for the treatment of chronic pain conditions, including painful diabetic peripheral neuropathy and fibromyalgia. In this first‐in‐human, phase I, single‐ascending dose (50–1,200 mg) and multiple‐ascending dose (150–900 mg) study, the safety, tolerability, and pharmacokinetics (PKs) of NYX‐2925 were evaluated in 84 healthy adult volunteers. No safety concerns emerged, including no dissociative side effects. NYX‐2925 exhibited dose‐proportional PKs and minimal accumulation following once‐daily dosing for 7 days. Cerebrospinal fluid (CSF) measurements confirmed that NYX‐2925 crosses the blood brain barrier, with maximum CSF concentrations approximating 6–9% of maximum plasma concentrations at the same dose level. NYX‐2925 was safe and well‐tolerated in healthy volunteers, and the study results support the continued clinical development for chronic pain conditions.
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Affiliation(s)
| | | | | | | | | | - Mary Suh
- Aptinyx Inc., Evanston, Illinois, USA
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13
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Lee-Kubli C, Marshall AG, Malik RA, Calcutt NA. The H-Reflex as a Biomarker for Spinal Disinhibition in Painful Diabetic Neuropathy. Curr Diab Rep 2018; 18:1. [PMID: 29362940 PMCID: PMC6876556 DOI: 10.1007/s11892-018-0969-5] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
PURPOSE OF REVIEW Neuropathic pain may arise from multiple mechanisms and locations. Efficacy of current treatments for painful diabetic neuropathy is limited to an unpredictable subset of patients, possibly reflecting diversity of pain generator mechanisms, and there is a lack of targeted treatments for individual patients. This review summarizes preclinical evidence supporting a role for spinal disinhibition in painful diabetic neuropathy, the physiology and pharmacology of rate-dependent depression (RDD) of the spinal H-reflex and the translational potential of using RDD as a biomarker of spinally mediated pain. RECENT FINDINGS Impaired RDD occurs in animal models of diabetes and was also detected in diabetic patients with painful vs painless neuropathy. RDD status can be determined using standard neurophysiological equipment. Loss of RDD may provide a clinical biomarker of spinal disinhibition, thereby enabling a personalized medicine approach to selection of current treatment options and enrichment of future clinical trial populations.
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Affiliation(s)
| | - Andrew G Marshall
- Faculty of Medical and Human Sciences, Institute of Cardiovascular Sciences, University of Manchester and National Institute for Healthy Research/Wellcome Trust Clinical Research Facility, Manchester, UK
- Department of Clinical Neurophysiology, Salford Royal Hospital, National Health Service Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Rayaz A Malik
- Faculty of Medical and Human Sciences, Institute of Cardiovascular Sciences, University of Manchester and National Institute for Healthy Research/Wellcome Trust Clinical Research Facility, Manchester, UK
- Department of Medicine, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Nigel A Calcutt
- Department of Pathology, University of California San Diego, La Jolla, CA, USA.
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