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1.
J Gastroenterol ; 55(7): 722-730, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32328797

ABSTRACT

BACKGROUND AND AIMS: NAFLD is the most prevalent liver disease globally, affecting 20% of the world population. Healthcare resource utilization (HRU) attributable to NAFLD has been difficult to define. METHODS: We performed a case control study on NAFLD patients from 2005 to 2015 in a large integrated healthcare system with an affiliated insurance company that prospectively captures HRU information. Outcomes encompassed costs, liver transplantation and mortality rates. RESULTS: There were 17,085 patients, of which 4512 were NAFLD cases and 12,573 were non-NAFLD controls. The cohorts were similar in age and gender distribution (p > 0.05). The NAFLD cohort had a younger mean age of death (60.9 vs. 63.3, p = 0.004) and had over twice the number of annual healthcare visits (14.6 vs. 7.1). The increased overall annual overall cost attributable to NAFLD (in 2015 $) was $449/year. Overall, NAFLD was independently associated with 17% higher annual attributable healthcare costs. More advanced NAFLD (FS 3-4) was associated with a 40% increase in median annual healthcare costs (vs. FS 0-2). The strongest predictors of HRU among patients with NAFLD were advanced fibrosis and medical co-morbidities. The rate of liver transplantation was 18 times greater (0.054%/year) in the NAFLD compared with the non-NAFLD cohort, while mortality rate was 1.7 times greater. CONCLUSIONS: Within a large, integrated healthcare system a diagnosis of NAFLD is independently associated with a 17% overall excess in HRU and a several-fold increase liver transplantation and mortality. Although the dollar amounts will change over time and between healthcare systems, the proportional need for HRU will have broad applicability and implications.


Subject(s)
Delivery of Health Care, Integrated/statistics & numerical data , Health Care Costs/statistics & numerical data , Liver Transplantation/statistics & numerical data , Non-alcoholic Fatty Liver Disease/therapy , Adult , Case-Control Studies , Cohort Studies , Delivery of Health Care, Integrated/economics , Female , Follow-Up Studies , Humans , Male , Middle Aged , Non-alcoholic Fatty Liver Disease/economics , Non-alcoholic Fatty Liver Disease/mortality , Prospective Studies
2.
PLoS One ; 14(6): e0217935, 2019.
Article in English | MEDLINE | ID: mdl-31233518

ABSTRACT

BACKGROUND: Severe acute kidney injury (AKI) is associated with subsequent infection. Whether AKI followed by a return to baseline creatinine is associated with incident infection is unknown. OBJECTIVE: We hypothesized that risk of both short and long term infection would be higher among patients with AKI and return to baseline creatinine than in propensity score matched peers without AKI in the year following a non-infectious hospital admission. DESIGN: Retrospective, propensity score matched cohort study. PARTICIPANTS: We identified 494 patients who were hospitalized between January 1, 1999 and December 31, 2009 and had AKI followed by return to baseline creatinine. These were propensity score matched to controls without AKI. MAIN MEASURES: The predictor variable was AKI defined by International Classification of Diseases, Ninth Revision (ICD-9) codes and by the Kidney Disease Improving Global Outcomes definition, with return to baseline creatinine defined as a decrease in serum creatinine level to within 10% of the baseline value within 7 days of hospital discharge. The outcome variable was incident infection defined by ICD-9 code within 1 year of hospital discharge. RESULTS: AKI followed by return to baseline creatinine was associated with a 4.5-fold increased odds ratio for infection (odds ratio 4.53 [95% CI, 2.43-8.45]; p<0.0001) within 30 days following discharge. The association between AKI and subsequent infection remained significant at 31-60 days and 91 to 365 days but not during 61-90 days following discharge. CONCLUSION: Among patients from an integrated health care delivery system, non-infectious AKI followed by return to baseline creatinine was associated with an increased odds ratio for infection in the year following discharge.


Subject(s)
Acute Kidney Injury/blood , Acute Kidney Injury/complications , Creatinine/blood , Infections/blood , Infections/complications , Propensity Score , Case-Control Studies , Female , Humans , Male , Matched-Pair Analysis , Middle Aged , Survival Analysis
3.
Value Health ; 22(1): 77-84, 2019 01.
Article in English | MEDLINE | ID: mdl-30661637

ABSTRACT

BACKGROUND: Relapsing-remitting multiple sclerosis (RRMS) has a major impact on affected patients; therefore, improved understanding of RRMS is important, particularly in the context of real-world evidence. OBJECTIVES: To develop and validate algorithms for identifying patients with RRMS in both unstructured clinical notes found in electronic health records (EHRs) and structured/coded health care claims data. METHODS: US Integrated Delivery Network data (2010-2014) were queried for study inclusion criteria (possible multiple sclerosis [MS] base cohort): one or more MS diagnosis code, patients aged 18 years or older, 1 year or more baseline history, and no other demyelinating diseases. Sets of algorithms were developed to search narrative text of unstructured clinical notes (EHR clinical notes-based algorithms) and structured/coded data (claims-based algorithms) to identify adult patients with RRMS, excluding patients with evidence of progressive MS. Medical records were reviewed manually for algorithm validation. Positive predictive value was calculated for both EHR clinical notes-based and claims-based algorithms. RESULTS: From a sample of 5308 patients with possible MS, 837 patients with RRMS were identified using only the EHR clinical notes-based algorithms and 2271 patients were identified using only the claims-based algorithms; 779 patients were identified using both algorithms. The positive predictive value was 99.1% (95% confidence interval [CI], 94.2%-100%) for the EHR clinical notes-based algorithms and 94.6% (95% CI, 89.1%-97.8%) to 94.9% (95% CI, 89.8%-97.9%) for the claims-based algorithms. CONCLUSIONS: The algorithms evaluated in this study identified a real-world cohort of patients with RRMS without evidence of progressive MS that can be studied in clinical research with confidence.


Subject(s)
Administrative Claims, Healthcare , Algorithms , Data Mining/methods , Delivery of Health Care, Integrated , Electronic Health Records , International Classification of Diseases , Multiple Sclerosis, Relapsing-Remitting/diagnosis , Adult , Aged , Databases, Factual , Female , Humans , Immunologic Factors/therapeutic use , Male , Middle Aged , Multiple Sclerosis, Relapsing-Remitting/classification , Multiple Sclerosis, Relapsing-Remitting/drug therapy , Reproducibility of Results , Retrospective Studies , United States
4.
Clin Transplant ; 33(1): e13453, 2019 01.
Article in English | MEDLINE | ID: mdl-30472740

ABSTRACT

BACKGROUND: We examined the risk of adverse pregnancy outcomes in primiparous kidney donors compared to matched controls. METHODS: Fifty-nine women with a history of kidney donation prior to their first pregnancy with normal renal function and no history of kidney disease, diabetes or chronic hypertension were matched 1:4 by age (within 2 years) and race to women with two kidneys using data from an integrated healthcare delivery system. Adverse pregnancy outcomes were defined as preterm delivery (delivery <37 weeks), delivery via cesarean section, gestational hypertension, preeclampsia/eclampsia, gestational diabetes, length of stay in the hospital >3 days, infant death/transfer to acute facility and low birthweight (<2500 g). RESULTS: Living kidney donors did not have a higher risk of adverse outcomes compared to matched controls. There was a trend toward an increased risk of preeclampsia/eclampsia in kidney donors but it did not reach statistical significance (Odds ratio [OR]: 2.96, 95% CI: 0.98-8.94, P = 0.06). However, in kidney donors ≤30 years of age, there was a fourfold increased risk of preeclampsia/eclampsia (OR: 4.09, 95% CI: 1.07-15.59, P = 0.04). CONCLUSION: Overall, the risk of pregnancy-associated complications following kidney donation is small but potential female kidney donors should be counseled on the possible increased risk of preeclampsia.


Subject(s)
Infant Mortality/trends , Infant, Low Birth Weight , Kidney Transplantation , Living Donors/supply & distribution , Pre-Eclampsia/epidemiology , Pregnancy Complications/epidemiology , Adult , Case-Control Studies , Cohort Studies , Female , Follow-Up Studies , Humans , Incidence , Infant , Infant, Newborn , Pregnancy , Pregnancy Outcome , Prognosis , Risk Factors , United States/epidemiology
5.
Am J Kidney Dis ; 70(4): 506-511, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28396109

ABSTRACT

BACKGROUND: Data regarding the effect of a solitary kidney during pregnancy have come from studies of living kidney donors. We evaluated the risk for adverse pregnancy outcomes in women with a single kidney from renal agenesis. STUDY DESIGN: Matched cohort study. SETTING & PARTICIPANTS: Using data from 7,079 childbirths from an integrated health care delivery system from 1996 through 2015, we identified births from women with renal agenesis. Only first pregnancies and singleton births were included. After excluding those with diabetes and kidney disease, 200 women with renal agenesis were matched 1:4 by age (within 2 years), race, and history of hypertension to women with 2 kidneys. PREDICTOR: Renal agenesis defined by International Classification of Diseases, Ninth Revision (ICD-9) codes prior to pregnancy. OUTCOMES: The primary outcome was adverse maternal outcomes, including preterm delivery, delivery by cesarean section, preeclampsia/eclampsia, and hospital length of stay. Adverse neonatal end points were considered as a secondary outcome and included low birth weight (<2,500g) and infant death/transfer to acute inpatient facility. RESULTS: Mean gestational age at delivery was 37.9±2.1 weeks for women with renal agenesis compared to 38.6±1.8 weeks for women with 2 kidneys. Compared with women with 2 kidneys, those with renal agenesis had increased risk for preterm delivery (OR, 2.88; 95% CI, 1.86-4.45), delivery by cesarean section (OR, 2.11; 95% CI, 1.49-2.99), preeclampsia/eclampsia (OR, 2.41; 95% CI, 1.23-4.72), and length of stay longer than 3 days (OR, 1.81; 95% CI, 1.18-2.78). Renal agenesis was not significantly associated with increased risk for infant death/transfer to acute facility (OR, 2.60; 95% CI, 0.57-11.89) or low birth weight after accounting for preterm delivery (OR, 2.11; 95% CI, 0.76-5.88). LIMITATIONS: Renal agenesis was identified by ICD-9 code, not by imaging of the abdomen. CONCLUSION: Women with unilateral renal agenesis have a higher risk for adverse outcomes in pregnancy.


Subject(s)
Kidney Diseases/congenital , Kidney/abnormalities , Pregnancy Complications/epidemiology , Pregnancy Complications/etiology , Adult , Cohort Studies , Congenital Abnormalities , Female , Humans , Infant, Newborn , Kidney Diseases/complications , Pregnancy , Pregnancy Outcome , Premature Birth/epidemiology , Prevalence , Risk Assessment
6.
Clin Nephrol ; 87 (2017)(4): 180-187, 2017 Apr.
Article in English | MEDLINE | ID: mdl-28211787

ABSTRACT

AIM: To characterize the clinical context for the decision to order red blood cell (RBC) transfusions in dialysis patients. MATERIALS AND METHODS: Retrospective review of medical records from three integrated health systems serving chronic dialysis patients. Subjects were randomly selected from all patients who received at least one transfusion between January 2009 and December 2013. Data abstracted included transfusion setting, prescribing clinician type, patient demographics and hemoglobin (Hb) concentration prior to transfusion, and cataloguing and prioritizing of clinical factors for their contribution to the decision to transfuse. Data from one system were stratified between transfusions before and after the 2011 dialysis payment reform and anemia drug label changes. RESULTS: Charts for 590 patients were reviewed. The primary reason for transfusion was low Hb (51%), medical conditions (22%), symptoms of anemia (18%), surgery-related (6%), and undetermined (3%). In 93% of cases, multiple factors were cited as contributors to the transfusion decision. Mean Hb prior to transfusion was 7.2 g/dL in patients where low Hb was the primary reason for transfusion (range: 4.0 - 9.9 g/dL). CONCLUSIONS: The decision to transfuse dialysis patients is influenced by multiple patient factors and medical conditions, of which low Hb is the main contributor to this decision about half of the time.
.


Subject(s)
Anemia/therapy , Erythrocyte Transfusion/statistics & numerical data , Kidney Failure, Chronic/therapy , Renal Dialysis , Aged , Anemia/complications , Anemia/metabolism , Clinical Decision-Making , Female , Hemoglobins , Hemorrhage/complications , Hemorrhage/therapy , Humans , Intraoperative Care , Kidney Failure, Chronic/complications , Kidney Failure, Chronic/metabolism , Male , Postoperative Care , Retrospective Studies
7.
Am J Kidney Dis ; 66(1): 55-9, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25600490

ABSTRACT

BACKGROUND: Pregnancy in kidney disease is considered high risk, but the degree of this risk is unclear. We tested the hypothesis that kidney disease in pregnancy is associated with adverse maternal and fetal outcomes. STUDY DESIGN: Retrospective study comparing pregnant women with and without kidney disease. SETTING & PARTICIPANTS: Using data from an integrated health care delivery system from 2000 through 2013, a total of 778 women met the criteria for kidney disease. Using a pool of 74,105 women without kidney disease, we selected 778 women to use for matches for the women with kidney disease. These women were matched 1:1 by age, race, and history of diabetes, chronic hypertension, liver disease, and connective tissue disease. PREDICTOR: Kidney disease was defined using the NKF-KDOQI definition for chronic kidney disease or International Classification of Diseases, Ninth Revision codes prior to pregnancy or serum creatinine level > 1.2mg/dL and/or proteinuria in the first trimester. OUTCOMES & MEASUREMENTS: Maternal outcomes included preterm delivery, delivery by cesarean section, preeclampsia/eclampsia, length of stay at hospital (>3 days), and maternal death. Fetal outcomes included low birth weight (weight < 2,500g), small for gestational age, number of admissions to neonatal intensive care unit, and infant death. RESULTS: Compared with women without kidney disease, those with kidney disease had 52% increased odds of preterm delivery (OR, 1.52; 95% CI, 1.16-1.99) and 33% increased odds of delivery by cesarean section (OR, 1.33; 95% CI, 1.06-1.66). Infants born to women with kidney disease had 71% increased odds of admission to the neonatal intensive care unit or infant death compared with infants born to women without kidney disease (OR, 1.71; 95% CI, 1.17-2.51). Kidney disease also was associated with 2-fold increased odds of low birth weight (OR, 2.38; 95% CI, 1.64-3.44). Kidney disease was not associated with increased risk of maternal death. LIMITATIONS: Data for level of kidney function and cause of death not available. CONCLUSIONS: Kidney disease in pregnancy is associated independently with adverse maternal and fetal outcomes when other comorbid conditions are controlled by matching.


Subject(s)
Kidney Diseases/epidemiology , Pregnancy Complications/epidemiology , Pregnancy Outcome , Adult , Cause of Death , Cesarean Section/statistics & numerical data , Comorbidity , Female , Humans , Infant , Infant Mortality , Infant, Low Birth Weight , Infant, Newborn , Infant, Premature , Infant, Small for Gestational Age , Intensive Care Units, Neonatal/statistics & numerical data , Kidney Diseases/physiopathology , Length of Stay/statistics & numerical data , Maternal Mortality , Obstetric Labor, Premature/epidemiology , Pre-Eclampsia/epidemiology , Pregnancy , Pregnancy Complications/physiopathology , Retrospective Studies , United States/epidemiology , Young Adult
8.
Nutrients ; 6(6): 2196-205, 2014 Jun 10.
Article in English | MEDLINE | ID: mdl-24918697

ABSTRACT

Previous research has reported reduced serum 25-hydroxyvitamin D (25(OH)D) levels is associated with acute infectious illness. The relationship between vitamin D status, measured prior to acute infectious illness, with risk of community-acquired pneumonia (CAP) and sepsis has not been examined. Community-living individuals hospitalized with CAP or sepsis were age-, sex-, race-, and season-matched with controls. ICD-9 codes identified CAP and sepsis; chest radiograph confirmed CAP. Serum 25(OH)D levels were measured up to 15 months prior to hospitalization. Regression models adjusted for diabetes, renal disease, and peripheral vascular disease evaluated the association of 25(OH)D levels with CAP or sepsis risk. A total of 132 CAP patients and controls were 60 ± 17 years, 71% female, and 86% Caucasian. The 25(OH)D levels <37 nmol/L (adjusted odds ratio (OR) 2.57, 95% CI 1.08-6.08) were strongly associated with increased odds of CAP hospitalization. A total of 422 sepsis patients and controls were 65 ± 14 years, 59% female, and 91% Caucasian. The 25(OH)D levels <37 nmol/L (adjusted OR 1.75, 95% CI 1.11-2.77) were associated with increased odds of sepsis hospitalization. Vitamin D status was inversely associated with risk of CAP and sepsis hospitalization in a community-living adult population. Further clinical trials are needed to evaluate whether vitamin D supplementation can reduce risk of infections, including CAP and sepsis.


Subject(s)
Community-Acquired Infections/blood , Pneumonia, Bacterial/blood , Sepsis/blood , Vitamin D/metabolism , Adult , Aged , Case-Control Studies , Cohort Studies , Female , Humans , Logistic Models , Male , Middle Aged , Odds Ratio , Risk Factors
9.
Am J Kidney Dis ; 60(3): 402-8, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22541737

ABSTRACT

BACKGROUND: There is a gap of knowledge in the long-term outcomes of patients who have complete recovery of kidney function after an episode of acute kidney injury (AKI). We sought to determine whether complete recovery of kidney function after an episode of AKI is associated with the development of incident stage 3 chronic kidney disease (CKD) and mortality in patients with normal baseline kidney function. DESIGN: Retrospective cohort study. SETTING & PARTICIPANTS: 3,809 patients from an integrated health care delivery system who had a hospitalization between January 1, 1999, and December 31, 2009, with follow-up through March 31, 2010. PREDICTOR: AKI defined by International Classification of Diseases, Ninth Revision (ICD-9) codes and using the AKI Network (AKIN) definition, with complete recovery defined as a decrease in serum creatinine level to less than 1.10 times the baseline value. OUTCOMES AND MEASUREMENTS: Incident stage 3 CKD persistent for 3 months and all-cause mortality. RESULTS: After a median follow-up of 2.5 years, incident stage 3 CKD occurred in 15% and 3% of those with and without AKI, respectively, with an unadjusted HR of 5.93 (95% CI, 4.49-7.84) and HR of 3.82 (95% CI, 2.81-5.19) in propensity score-stratified analyses. Deaths occurred in 35% and 24% of those with and without AKI, respectively, with an unadjusted HR of 1.46 (95% CI, 1.27-1.68). In propensity score-stratified analyses, HR decreased to 1.08 (95% CI, 0.93-1.27). LIMITATIONS: Measurements of albuminuria were not available. CONCLUSIONS: Complete recovery of kidney function after an episode of AKI in patients with normal baseline kidney function is associated with increased risk of the development of incident stage 3 CKD, but not all-cause mortality.


Subject(s)
Acute Kidney Injury/classification , Acute Kidney Injury/epidemiology , Cause of Death , Renal Insufficiency, Chronic/epidemiology , Acute Kidney Injury/physiopathology , Acute Kidney Injury/therapy , Age Distribution , Aged , Case-Control Studies , Comorbidity , Confidence Intervals , Creatinine/blood , Disease Progression , Female , Hospital Mortality/trends , Humans , Incidence , International Classification of Diseases , Kidney Function Tests , Male , Middle Aged , Prognosis , Recovery of Function , Renal Insufficiency, Chronic/classification , Renal Insufficiency, Chronic/physiopathology , Renal Insufficiency, Chronic/therapy , Retrospective Studies , Severity of Illness Index , Sex Distribution , Survival Analysis , Time Factors
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