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1.
J Am Soc Nephrol ; 33(1): 49-57, 2022 01.
Article in English | MEDLINE | ID: mdl-34789546

ABSTRACT

BACKGROUND: Patients on hemodialysis have an elevated risk for COVID-19 but were not included in efficacy trials of SARS-CoV-2 vaccines. METHODS: We conducted a retrospective, observational study to estimate the real-world effectiveness and immunogenicity of two mRNA SARS-CoV-2 vaccines in a large, representative population of adult hemodialysis patients in the United States. In separate, parallel analyses, patients who began a vaccination series with BNT162b2 or mRNA-1273 in January and February 2021 were matched with unvaccinated patients and risk for outcomes were compared for days 1-21, 22-42, and ≥43 after first dose. In a subset of consented patients, blood samples were collected approximately 28 days after the second dose and anti-SARS-CoV-2 immunoglobulin G was measured. RESULTS: A total of 12,169 patients received the BNT162b2 vaccine (matched with 44,377 unvaccinated controls); 23,037 patients received the mRNA-1273 vaccine (matched with 63,243 unvaccinated controls). Compared with controls, vaccinated patients' risk of being diagnosed with COVID-19 postvaccination became progressively lower during the study period (hazard ratio and 95% confidence interval for BNT162b2 was 0.21 [0.13, 0.35] and for mRNA-1273 was 0.27 [0.17, 0.42] for days ≥43). After a COVID-19 diagnosis, vaccinated patients were significantly less likely than unvaccinated patients to be hospitalized (for BNT162b2, 28.0% versus 43.4%; for mRNA-1273, 37.2% versus 45.6%) and significantly less likely to die (for BNT162b2, 4.0% versus 12.1%; for mRNA-1273, 5.6% versus 14.5%). Antibodies were detected in 98.1% (309/315) and 96.0% (308/321) of BNT162b2 and mRNA-1273 patients, respectively. CONCLUSIONS: In patients on hemodialysis, vaccination with BNT162b2 or mRNA-1273 was associated with a lower risk of COVID-19 diagnosis and lower risk of hospitalization or death among those diagnosed with COVID-19. SARS-CoV-2 antibodies were detected in nearly all patients after vaccination. These findings support the use of these vaccines in this population.


Subject(s)
2019-nCoV Vaccine mRNA-1273/administration & dosage , 2019-nCoV Vaccine mRNA-1273/immunology , BNT162 Vaccine/administration & dosage , BNT162 Vaccine/immunology , COVID-19/immunology , COVID-19/prevention & control , Renal Dialysis/adverse effects , SARS-CoV-2/immunology , Aged , Aged, 80 and over , Antibodies, Viral/blood , Dose-Response Relationship, Immunologic , Female , Humans , Male , Middle Aged , Prospective Studies , Retrospective Studies , Risk Factors , Treatment Outcome
2.
BMC Nephrol ; 19(1): 135, 2018 06 11.
Article in English | MEDLINE | ID: mdl-29890958

ABSTRACT

BACKGROUND: A combination of safety concerns and labeling changes impacted use of erythropoiesis-stimulating agents (ESAs) in renal anemia. Data regarding contemporary utilization in pre-dialysis chronic kidney disease (CKD) are lacking. METHODS: Electronic healthcare records and medical claims data of pre-dialysis CKD patients were aggregated from a large US managed care provider (2011-13). ESA use patterns, characteristics, and outcomes of ESA-treated/untreated patients were quantified. RESULTS: At baseline, 109/32,308 patients (0.3%) were ESA users. Treated patients were older, had more advanced CKD (58.8% vs 5.4% with stage 4/5 vs 3) and greater prevalence of comorbid diabetes, hypertension, heart failure, and peripheral vascular disease. An additional 266 patients initiated ESA: hemoglobin at initiation was 8-10 g/dL in 193 of these and >10 g/dL in the remainder; 61.7% had stage 4/5 CKD; prevalence of cardiovascular disease was high (50.8% heart failure; 25.2% prior myocardial infarction; 24.1% prior stroke). During follow-up, rates of death and cardiovascular events were higher in baseline ESA users and ESA naives versus non-users. CONCLUSIONS: ESA use in pre-dialysis CKD patients was exceedingly rare and directed disproportionately to older, sicker patients; these patients had high rates of death and cardiovascular events. These data provide context for contemporary use of ESA in pre-dialysis CKD.


Subject(s)
Hematinics/therapeutic use , Renal Insufficiency, Chronic/drug therapy , Renal Insufficiency, Chronic/mortality , Aged , Aged, 80 and over , Anemia , Cohort Studies , Cross-Sectional Studies , Electronic Health Records/trends , Female , Follow-Up Studies , Humans , Male , Mortality/trends , Renal Insufficiency, Chronic/diagnosis , Retrospective Studies
3.
Am J Kidney Dis ; 68(5): 763-771, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27528373

ABSTRACT

BACKGROUND: Hemodialysis patients with erythropoiesis-stimulating agent (ESA) hyporesponsiveness have been a topic of active research. However, there have been no studies of ESA hyporesponsiveness among US patients following the dramatic change in anemia management that resulted from the 2011 changes in ESA product labeling and bundling of dialysis remuneration. STUDY DESIGN: Retrospective observational study. SETTING & PARTICIPANTS: We studied prevalent hemodialysis patients treated at a large dialysis organization in calendar years 2012 to 2013 (N=98,972). PREDICTOR: ESA hyporesponsiveness, defined as 2 consecutive hemoglobin measurements < 10g/dL (every other week) with contemporaneous ESA dose > 7,700U/treatment. Patients with ESA hyporesponsiveness were identified during the first quarter of 2012 and followed up through 2013 using intention-to-treat principles. OUTCOMES: Associations between the study exposure (ESA hyporesponsiveness) and mortality, missed hemodialysis treatments, ESA and iron use, and hemoglobin levels were determined using generalized estimating equations adjusting for imbalanced baseline covariates. RESULTS: At baseline, 12,361 (12.5%) patients were identified as having ESA hyporesponsiveness. The mean hemoglobin level among patients with ESA hyporesponsiveness was ∼1g/dL lower than in patients without ESA hyporesponsiveness at baseline, narrowing over follow-up to 0.4g/dL. Initially, mean ESA use was approximately 3-fold greater for patients with ESA hyporesponsiveness than for those without ESA hyporesponsiveness, decreasing to 2-fold greater at study end; iron use and missed hemodialysis treatment rates were also greater among patients with ESA hyporesponsiveness throughout. ESA hyporesponsiveness was associated with enhanced mortality risk versus non-ESA hyporesponsiveness: adjusted incidence rate ratios were estimated at 2.24 (95% CI, 1.93-2.60) in the second quarter, gradually decreasing to 1.48 (95% CI, 1.18-1.84) by study end. LIMITATIONS: It is possible that an alternative ESA hyporesponsiveness definition may be optimal. As such, the associations we observed may be conservative estimates of true relationships. CONCLUSIONS: When using a contemporary definition at one point in time, ESA hyporesponsiveness was potently and persistently associated with greater mortality, greater iron and ESA use, and lower hemoglobin levels compared to non-ESA hyporesponsiveness.


Subject(s)
Anemia/blood , Anemia/drug therapy , Hematinics/therapeutic use , Hemoglobins/analysis , Renal Dialysis , Aged , Female , Humans , Male , Middle Aged , Retrospective Studies , Treatment Failure
4.
Am J Manag Care ; 29(9): e262-e266, 2023 09 01.
Article in English | MEDLINE | ID: mdl-37729531

ABSTRACT

OBJECTIVES: Patients with chronic kidney disease (CKD) are at higher risk of being admitted to the hospital than the general population. Hospitalizations in patients with CKD are associated with higher medical costs and increased morbidity and mortality. Identification of patients with CKD who are at greatest risk of hospitalization may hold promise to improve clinical outcomes and enable judicious allocation of health care resources. STUDY DESIGN: Retrospective, observational cohort study. METHODS: Medicare Part A and Part B claims from calendar years 2017 and 2018 from 50,000 unique patients with a diagnosis of stage 3 to 5 CKD were used for this study. Data were split into training (n = 40,000) and test (n = 10,000) sets. A variety of model types were built to predict all-cause hospitalization within 90 days. RESULTS: The final model was a gradient-boosting machine with 399 input terms. The model demonstrated good ability to discriminate (area under the curve [AUC] for the receiver operating characteristic curve = 0.73), which was stable when tested in the test set (AUC = 0.73). The positive predictive value in the test set was 0.306, 0.240, and 0.216 at the 10%, 20%, and 30% thresholds, respectively. The sensitivity in the test set was 0.288, 0.453, and 0.609 at the 10%, 20%, and 30% thresholds, respectively. CONCLUSIONS: We developed an algorithm that uses medical claims to identify Medicare patients with CKD stages 3 to 5 who are at highest risk of being hospitalized in the near term. This algorithm could be used as a decision support tool for clinical programs focusing on management of patient populations with CKD.


Subject(s)
Medicare , Renal Insufficiency, Chronic , Aged , United States , Humans , Retrospective Studies , Hospitalization , Hospitals , Renal Insufficiency, Chronic/diagnosis , Renal Insufficiency, Chronic/therapy
5.
JAMA Netw Open ; 3(11): e2023663, 2020 11 02.
Article in English | MEDLINE | ID: mdl-33136135

ABSTRACT

Importance: While several studies have demonstrated the benefit of enrollment in chronic condition special needs plans (C-SNPs) for other chronic diseases (eg, diabetes), there is no evaluation of the association of C-SNPs with outcomes among patients with end-stage kidney disease (ESKD). Objective: To examine whether and to what degree C-SNP enrollment was associated with improved clinical outcomes and quality of life in patients with ESKD. Design, Setting, and Participants: This multicenter cohort study included 2718 patients who were newly enrolled in an ESKD C-SNP between January 1, 2013, and September 30, 2017, and receiving dialysis from DaVita Kidney Care. Patients were followed up until death, loss to follow-up, or end of study (ie, December 31, 2018). Enrollees in C-SNP were matched via multiple clinical and demographic characteristics with 2 different control populations, as follows: (1) those in the same facilities (n = 2545) or (2) those in similar counties (n = 1986). Patients enrolled in CareMore C-SNPs (n = 206) were excluded from the study. Data analysis was conducted June to December 2019. Exposures: Standard ESKD care with dialysis plus access to an integrated care team who worked with the patient and the dialysis team, comprehensive health assessments done by the integrated care team, and access to select benefits (such as vision and dental care) as a C-SNP enrollee. Main Outcomes and Measures: Hospitalizations, mortality, laboratory values indicative of metabolic control, and Kidney Disease Quality of Life 36-item (KDQOL-36) survey scores. Results: The 2545 C-SNP enrollees in the facility-matched analysis had a mean (SD) age of 57.2 (12.9) years, and included 968 (38.0%) women, 1328 (52.2%) Hispanic individuals, and 553 (21.7%) African American individuals. The 1986 C-SNP enrollees in the county-matched analysis had a mean (SD) age of 57.8 (12.2) years, with 705 (35.5%) women, 1085 (54.6%) Hispanic individuals, and 472 (23.8%) African American individuals. Compared with patients not enrolled in C-SNP, enrollees had lower hospitalization rates, with incidence rate ratios of 0.90 (95% CI, 0.84-0.97; P = .006) in the facility-matched analysis and 0.76 (95% CI, 0.70-0.83; P < .001) in the county-matched analysis. Compared with patients not enrolled in C-SNP, enrollees had decreased mortality risk in the same facilities (hazard ratio, 0.77; 95% CI, 0.68-0.88; P < .001) and in the same counties (hazard ratio, 0.77; 95% CI, 0.66-0.88; P < .001). No significant differences were observed between C-SNP enrollees and matched patients in metabolic laboratory values or KDQOL-36 survey scores. Conclusions and Relevance: This cohort study found a positive association of C-SNP enrollment with lower rates of hospitalization and mortality. The findings suggest that the additional services and benefits C-SNPs provide may improve outcomes compared with standard of care for patients with ESKD.


Subject(s)
Hospitalization/statistics & numerical data , Kidney Failure, Chronic/mortality , Medicare Part C/statistics & numerical data , Outcome Assessment, Health Care/statistics & numerical data , Aged , Case-Control Studies , Cohort Studies , Female , Humans , Kidney Failure, Chronic/therapy , Male , Middle Aged , Renal Dialysis/statistics & numerical data , United States
6.
J Nephrol ; 31(4): 577-584, 2018 08.
Article in English | MEDLINE | ID: mdl-29417389

ABSTRACT

It is widely thought that patients with end-stage renal disease who remain vocationally active and/or commercially insured following dialysis initiation have better clinical outcomes and higher quality of life than those who do not. However, scientifically robust data are lacking. Here, we examined whether vocational status (active, N = 1848; inactive, N = 10,001) and, separately, insurance status (commercial, N = 4858; Medicare/self-pay, N = 13,329; Medicaid, N = 3528) were associated with clinical outcomes and Kidney Disease Quality of Life (KDQOL) scores among a cohort of patients who initiated dialysis at a large US dialysis organization during 2015-2016. Outcomes were considered from the day after index (31 days after dialysis initiation for vocational status and 1 day after initiation for insurance status) until the earliest of death, discontinuation of dialysis, transplant, loss to follow-up, or end of study (30 September 2016). Comparisons were made using intention-to-treat principles and generalized linear models adjusted for imbalanced patient characteristics, including sociodemographic variables. Vocational inactivity (vs. vocational activity) was independently associated with higher rates of mortality and hospitalization, lower rates of transplant, and lower KDQoL scores in 4 of 5 domains. Similar trends were observed when comparing Medicare/self-pay or Medicaid insurance to commercial insurance. Vocational activity, and separately, commercial insurance, were independently associated with better clinical and quality of life outcomes compared to other insurance and vocational categories. These findings may inform patient and physician education, and guide advocacy efforts.


Subject(s)
Employment/statistics & numerical data , Hospitalization/statistics & numerical data , Insurance, Health/statistics & numerical data , Kidney Failure, Chronic/mortality , Kidney Transplantation/statistics & numerical data , Adult , Aged , Aged, 80 and over , Disabled Persons/statistics & numerical data , Female , For-Profit Insurance Plans/statistics & numerical data , Humans , Kidney Failure, Chronic/therapy , Male , Medicaid/statistics & numerical data , Medicare/statistics & numerical data , Middle Aged , Quality of Life , Renal Dialysis , Retirement/statistics & numerical data , Treatment Outcome , United States/epidemiology , Workers' Compensation/statistics & numerical data
7.
Clin J Am Soc Nephrol ; 11(1): 90-100, 2016 Jan 07.
Article in English | MEDLINE | ID: mdl-26500246

ABSTRACT

BACKGROUND AND OBJECTIVES: Patients with CKD are more likely than others to have abnormalities in serum potassium (K(+)). Aside from severe hyperkalemia, the clinical significance of K(+) abnormalities is not known. We sought to examine the association of serum K(+) with mortality and hospitalization rates within narrow eGFR strata to understand how the burden of hyperkalemia varies by CKD severity. Associations were examined between serum K(+) and discontinuation of medications that block the renin-angiotensin-aldosterone system (RAAS), which are known to increase serum K(+). DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS: A cohort of patients with CKD (eGFR<60 ml/min per 1.73 m(2)) with serum K(+) data were studied (n=55,266) between January 1, 2009, and June 30, 2013 (study end). Serum K(+), eGFR, and covariates were considered on a time-updated basis. Mortality, major adverse cardiovascular events (MACE), hospitalization, and discontinuation of RAAS blockers were considered per time at risk. RESULTS: During the study, serum K(+) levels of 5.5-5.9 and ≥6.0 mEq/L were most prevalent at lower eGFR: they were present, respectively, in 1.7% and 0.2% of patient-time for eGFR of 50-59 ml/min per 1.73 m(2) versus 7.6% and 1.8% of patient-time for eGFR<30 ml/min per 1.73 m(2). Serum K(+) level <3.5 mEq/L was present in 1.2%-1.4% of patient-time across eGFR strata. The median follow-up time was 2.76 years. There was a U-shaped association between serum K(+) and mortality; pooled adjusted incidence rate ratios were 3.05 (95% confidence interval, 2.53 to 3.68) and 3.31 (95% confidence interval, 2.52 to 4.34) for K(+) levels <3.5 mEq/L and ≥6.0 mEq/L, respectively. Within eGFR strata, there were U-shaped associations of serum K(+) with rates of MACE, hospitalization, and discontinuation of RAAS blockers. CONCLUSIONS: Both hyperkalemia and hypokalemia were independently associated with higher rates of death, MACE, hospitalization, and discontinuation of RAAS blockers in patients with CKD who were not undergoing dialysis. Future studies are needed to determine whether interventions targeted at maintaining normal serum K(+) improve outcomes in this population.


Subject(s)
Glomerular Filtration Rate , Kidney Failure, Chronic/physiopathology , Potassium/blood , Aged , Aged, 80 and over , Angiotensin Receptor Antagonists/therapeutic use , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Cardiovascular Diseases/epidemiology , Female , Hospitalization , Humans , Kidney Failure, Chronic/blood , Kidney Failure, Chronic/drug therapy , Kidney Failure, Chronic/mortality , Male , Middle Aged , Retrospective Studies
8.
Am J Manag Care ; 9(1): 70-80, 2003 Jan.
Article in English | MEDLINE | ID: mdl-12549816

ABSTRACT

OBJECTIVE: To evaluate the impact of mail-based physician and member educational interventions on patient adherence to antidepressant medications. STUDY DESIGN: The randomized controlled prospective design included patients followed for 6 months after filling a new prescription for an antidepressant. A pharmacy claims database was used to identify patients and track medication adherence. PATIENTS AND METHODS: Patients receiving a new prescription for an antidepressant and their prescribers were included. Prescribers were randomly assigned to the intervention and control groups. Patient assignment was linked to their physician's assignment. The control group received no intervention. The educational intervention consisted of monthly letters to patients and prescribers regarding the Health Plan Employer Data and Information Set (HEDIS) standards or educational information regarding the importance of medication adherence. The primary outcome was adherence as measured by the medication possession ratio and measurement as specified by HEDIS. The Student's ttest, the chi2 test, and a logistic regression model were used to compare groups and the variables that affect adherence. Other secondary measurements of adherence were performed. RESULTS: A total of 9564 patients were included. Patients in the intervention group demonstrated greater adherence compared with the control group at 90 and 180 days (P < .05). After adjusting for variables, the intervention variable stood alone in its significant impact on adherence (P <.01; confidence interval, 1.003-1.197). Adherence in the total population was significantly higher for selective serotonin reuptake inhibitors than for other agents (P < .001). CONCLUSION: A monthly mail-based educational intervention program regarding antidepressant medications can positively influence patient adherence to therapy.


Subject(s)
Antidepressive Agents/therapeutic use , Depressive Disorder/drug therapy , Health Maintenance Organizations/organization & administration , Independent Practice Associations/organization & administration , Patient Compliance/statistics & numerical data , Patient Education as Topic , Adolescent , Adult , Aged , Clinical Pharmacy Information Systems , Female , Florida , Follow-Up Studies , Health Benefit Plans, Employee/standards , Health Services Research , Humans , Male , Middle Aged , Program Development , Prospective Studies , Self Administration/statistics & numerical data , United States
9.
Am J Manag Care ; 17(11): 753-9, 2011 Nov.
Article in English | MEDLINE | ID: mdl-22084895

ABSTRACT

OBJECTIVES: To describe persistence with teriparatide and other biologic therapies in Medicare Part D plans with and without a coverage gap. STUDY DESIGN: Retrospective (2006) cohort study of Medicare Part D prescription drug plan beneficiaries from a large benefits company. Two plans with a coverage gap (defined as "basic") were combined and compared with a single plan with coverage for generic and branded medications (defined as "complete"). METHODS: Patients taking alendronate (nonbiologic comparator), teriparatide, etanercept, adalimumab, interferon ß-1a, or glatiramer acetate were selected for the study. For patients with complete coverage, equivalent financial thresholds were used to define the "gap."The definition of discontinuation was failure to fill the index prescription after reaching the gap. RESULTS: For alendronate, 27% of 133,260 patients had enrolled in the complete plan. Patients taking biologic therapies had more commonly enrolled in complete plans: teriparatide (66% of 6221), etanercept (58% of 1469), adalimumab (52% of 824), interferon ß-1a (60% of 438), and glatiramer acetate (53% of 393). For patients taking either alendronate or teriparatide, discontinuation rates were higher in the basic, versus complete, plan (adjusted odds ratios, 2.02 and 3.56, respectively). Discontinuation did not significantly vary by plan type for etanercept, adalimumab, interferon ß-1a, or glatiramer acetate. CONCLUSIONS: For patients who reached the coverage gap, discontinuation was more likely for patients taking osteoporosis (OP) medication. Not having a coverage gap was associated with improved persistence with OP treatment.


Subject(s)
Biological Therapy/statistics & numerical data , Health Policy , Insurance Coverage/statistics & numerical data , Medically Uninsured/statistics & numerical data , Medicare Part D/statistics & numerical data , Adalimumab , Aged , Alendronate/economics , Alendronate/therapeutic use , Antibodies, Monoclonal, Humanized/economics , Antibodies, Monoclonal, Humanized/therapeutic use , Biological Therapy/economics , Biological Therapy/methods , Etanercept , Female , Glatiramer Acetate , Health Services Accessibility , Health Services Needs and Demand , Humans , Immunoglobulin G/economics , Immunoglobulin G/therapeutic use , Male , Middle Aged , Odds Ratio , Peptides/economics , Peptides/therapeutic use , Receptors, Tumor Necrosis Factor/therapeutic use , Retrospective Studies , Teriparatide/economics , Teriparatide/therapeutic use , Time Factors , United States
10.
Postgrad Med ; 122(2): 112-20, 2010 Mar.
Article in English | MEDLINE | ID: mdl-20203462

ABSTRACT

AIMS: Gastrointestinal (GI) symptoms are common in patients with type 2 diabetes mellitus (T2DM). This study assesses the impact of 1) metformin on GI symptoms and health-related quality of life (HRQoL) and 2) metformin-associated GI symptoms on medication adherence in patients with type 2 diabetes newly beginning therapy. METHODS: Patients with T2DM aged>or=18 years starting metformin from January to June 2007 who filled their prescriptions for >or=3 months were identified from a health benefits company database. Via telephone, GI symptom impact was evaluated in a 360-patient sample using the validated Bowel Symptom Questionnaire and Medical Outcomes Study 36-Item Short-Form Health (SF-36) survey. Adherence was assessed using the medication possession ratio (MPR). Logistic regression adjusting for demographic and clinical covariates was used to assess the relationship between GI symptoms and MPR<80%. RESULTS: The most and least common GI symptoms reported were diarrhea (62.1%) and retching (21.1%), respectively. Most GI symptoms were associated with lower physical and mental HRQoL (P<0.05). Most changes in specific HRQoL reached the minimum important difference of 3 points. Bloating, nausea, and abdominal pain were significantly associated with MPR<80%. Adjustment for demographic, clinical, and HRQoL factors made these relationships less evident. CONCLUSIONS: Metformin-associated GI symptoms in patients with T2DM lead to lower physical and mental HRQoL, which may result in patient nonadherence or physician reluctance to optimally titrate the metformin dose.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Gastrointestinal Diseases/chemically induced , Hypoglycemic Agents/adverse effects , Medication Adherence/statistics & numerical data , Metformin/adverse effects , Quality of Life , Aged , Confidence Intervals , Data Collection , Diabetes Mellitus, Type 2/psychology , Female , Gastrointestinal Diseases/psychology , Health Status Indicators , Humans , Hypoglycemic Agents/therapeutic use , Logistic Models , Male , Medication Adherence/psychology , Metformin/therapeutic use , Odds Ratio , Psychometrics , Risk Factors , Surveys and Questionnaires , United States
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