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1.
Osteoporos Int ; 35(7): 1289-1298, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38760503

ABSTRACT

Little is known about the incidence of osteoporosis testing and treatment in individuals with schizophrenia, who may be more likely to fracture. Using competing risk models, we found that schizophrenia was associated with lower incidence of testing or treatment. Implications are for understanding barriers and solutions for this disadvantaged group. PURPOSE: Evidence suggests that individuals with schizophrenia may be more likely to experience hip fractures than the general population; however, little is known about osteoporosis management in this disadvantaged subpopulation. Our study objective was to compare bone mineral density (BMD) testing and pharmacologic treatment in hip fracture patients with versus without schizophrenia. METHODS: This was a retrospective population-based cohort study leveraging health administrative databases, and individuals aged 66-105 years with hip fracture between fiscal years 2009 and 2018 in Ontario, Canada. Schizophrenia was ascertained using a validated algorithm. The outcome was a composite measure of (1) pharmacologic prescription for osteoporosis; or (2) a BMD test. Inferential analyses were conducted using Fine-Gray subdistribution hazard regression, with mortality as the competing event. RESULTS: A total of 52,722 individuals aged 66 to 105 years who sustained an index hip fracture in Ontario during the study period were identified, of whom 1890 (3.6%) had schizophrenia. Hip fracture patients with vs without schizophrenia were more likely to be long-term care residents (44.3% vs. 18.1%; standardized difference, 0.59), frail (62.5% vs. 36.5%; standardized difference, 0.54) and without a primary care provider (9.2% vs. 4.8%; standardized difference, 0.18). In Fine-Gray models, schizophrenia was associated with a lower incidence of testing or treatment (0.795 (0.721, 0.877)). CONCLUSIONS: In this population-based retrospective cohort study, a schizophrenia diagnosis among hip fracture patients was associated with a lower incidence of testing or treatment, after accounting for mortality, and several enabling and predisposing factors. Further research is required to investigate barriers to osteoporosis management in this disadvantaged population.


Subject(s)
Bone Density Conservation Agents , Bone Density , Hip Fractures , Osteoporosis , Osteoporotic Fractures , Schizophrenia , Humans , Hip Fractures/epidemiology , Hip Fractures/physiopathology , Hip Fractures/etiology , Aged , Ontario/epidemiology , Retrospective Studies , Female , Male , Aged, 80 and over , Osteoporotic Fractures/epidemiology , Osteoporotic Fractures/physiopathology , Osteoporotic Fractures/etiology , Osteoporosis/drug therapy , Osteoporosis/epidemiology , Osteoporosis/physiopathology , Osteoporosis/complications , Bone Density/physiology , Schizophrenia/complications , Schizophrenia/epidemiology , Schizophrenia/physiopathology , Schizophrenia/drug therapy , Bone Density Conservation Agents/therapeutic use , Incidence , Absorptiometry, Photon/methods , Databases, Factual
2.
Osteoporos Int ; 33(11): 2435-2440, 2022 Nov.
Article in English | MEDLINE | ID: mdl-35763074

ABSTRACT

In an Ontario fracture liaison service (FLS), we compared medication prescription rates among patients not taking a previously prescribed bone active medication to those with no previous prescription. Prescription rates were similar between these two groups of patients. The FLS provided a secondary opportunity for patients to initiate bone active medication. PURPOSE: We compared bone active medication prescription rates among patients presenting to an Ontario fracture liaison service (FLS) who reported not taking a previously prescribed bone active medication to those with no history of prescription. METHODS: Eligible patients were those screened in 39 fracture clinics between July 1, 2017, and September 15, 2019, who were not taking bone active medication at the time of screening and classified as high risk for future fracture based on CAROC or FRAX. Sociodemographic and clinical risk factor variables were assessed at screening. Bone active medication prescription rate was assessed within 6 months of screening and defined as having received a prescription for the medication from either a specialist or primary care provider. In cases where a specialist report was not available, patient self-reported data were collected. The chi-square test of independence was used to assess differences in prescription rates. RESULTS: Of 17,575 patients screened, eligible patients were 350 with a previous prescription and 2644 without a previous prescription. Compared with patients who reported no previous prescription, those who had a previous prescription were older, more likely to be female and to report a previous fracture, and less likely to smoke. There was no statistically significant difference between the medication prescription rate of patients with a previous prescription (73.7%) compared to patients with no previous prescription (70.7%) (p = 0.157). CONCLUSION: A large jurisdiction-wide FLS approach provided a secondary opportunity to patients who were not taking a previously prescribed bone active medication to initiate that medication.


Subject(s)
Bone Density Conservation Agents , Osteoporosis , Osteoporotic Fractures , Bone Density Conservation Agents/therapeutic use , Female , Humans , Male , Ontario/epidemiology , Osteoporosis/diagnosis , Osteoporosis/drug therapy , Osteoporotic Fractures/drug therapy , Osteoporotic Fractures/epidemiology , Osteoporotic Fractures/prevention & control , Secondary Prevention
3.
Osteoporos Int ; 33(8): 1769-1774, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35536327

ABSTRACT

We examined the demographic characteristics and risk factors of FLS fragility fracture patients who had sustained prior fragility fracture(s) and found that this is an important high-risk subgroup that warrants further attention within FLS priority pathways in order to disrupt their fragility fracture cycle. PURPOSE: Our primary objective was to examine whether fragility fracture patients presenting to a provincial fracture liaison service (FLS) having a history of prior fractures, versus those without, differ in demographic characteristics and risk factors for future fracture. A secondary objective was to understand if those who report two or more prior fractures differ from those reporting one prior fracture. METHODS: This cohort study included fragility fracture patients aged 50 + enrolled in the Ontario FLS between July 2017 and September 2019. Patients with versus those without prior fractures were compared on age, sex, index fracture site, biological parents' history of hip fracture, current fracture due to a fall, history of feeling unsteady when walking, history of falls in the past year, smoking, oral steroid use, and comorbid chronic conditions. Pearson's chi-square, Fischer's exact, and analysis of variance tests were used to assess differences. RESULTS: Among 14,454 patients, 16.8% (n = 2428) reported a history of one or more prior fractures after the age of 40. They were significantly more likely to be older, female, with a higher number of comorbidities, with greater incidence of falls, and feel unsteady when walking. Compared to those with one prior fracture, patients with greater than one prior fracture were more likely to report falls in the past year and feel unsteady when walking. CONCLUSION: Findings suggest that FLS fragility fracture patients who had sustained prior fragility fracture are an important high-risk subgroup that warrants further attention within FLS priority pathways in order to disrupt their fragility fracture cycle.


Subject(s)
Hip Fractures , Osteoporotic Fractures , Cohort Studies , Female , Humans , Osteoporotic Fractures/epidemiology , Osteoporotic Fractures/etiology , Risk Factors , Secondary Prevention
4.
Osteoporos Int ; 32(7): 1405-1411, 2021 Jul.
Article in English | MEDLINE | ID: mdl-33471148

ABSTRACT

Among individuals presenting to an Ontario FLS, we compared bone active medication initiation rates of patients 80 years and older with those 50-79 years old. After accounting for fracture risk status, there was no statistically significant difference in medication initiation rates between the two age groups INTRODUCTION: A Fracture Liaison Service (FLS) offers post-fracture services to individuals over the age of 50 years and could potentially address age inequities in pharmacotherapy often observed for older adults. Among individuals presenting to an Ontario FLS and classified as being at high risk for future fracture, our objective was to compare bone active medication initiation rates of patients 80 years and older with those 50-79 years old. METHODS: In 39 FLS fracture clinics across Ontario, Canada, fracture prevention coordinators identified, assessed, and facilitated the referral of eligible patients for bone densitometry, fracture risk assessment, and implementation of pharmacotherapy in patients classified as high risk for future fracture. Variables assessed at baseline included age, sex, marital status, living location, fracture location, history of previous fracture, parent's history of hip fracture, history of falls, and fracture risk status. At 6 months, bone active medication initiation was assessed in patients classified as high risk for future fracture. The Chi-square test of independence was used to compare medication initiation rates between patients 80 + and those 50-79 years old. RESULTS: Our sample size consisted of 808 patients aged 50-79 years and 346 aged 80 + years. After accounting for fracture risk status, there was no statistically significant difference in medication initiation rates of patients 50-79 and 80 + years old (76.9% versus 73.7%, p = 0.251). CONCLUSION: A systematic approach to identifying patients at high risk for future fracture and tailoring treatment recommendations to these patients appeared to eliminate differences in treatment initiation rates based on older age.


Subject(s)
Bone Density Conservation Agents , Hip Fractures , Osteoporosis , Osteoporotic Fractures , Aged , Aged, 80 and over , Humans , Middle Aged , Ontario/epidemiology , Osteoporosis/drug therapy , Osteoporosis/epidemiology , Osteoporotic Fractures/epidemiology , Osteoporotic Fractures/prevention & control , Secondary Prevention
5.
Cureus ; 13(11): e20060, 2021 Nov.
Article in English | MEDLINE | ID: mdl-34993032

ABSTRACT

Palmar-plantar erythrodysesthesia (PPE), more commonly known as hand-foot syndrome, is a dermatologic complication following chemotherapy with selective agents. In this article, we present the case of a young lady with stage III breast cancer who developed palmar-plantar erythrodysesthesia following treatment with Herceptin (trastuzumab), an unusual complication of this particular drug. From our review of literature, this is the second known occurrence of PPE secondary to trastuzumab monotherapy.

6.
Cardiology ; 138(1): 36-40, 2017.
Article in English | MEDLINE | ID: mdl-28571004

ABSTRACT

OBJECTIVES: To determine whether the online patient education material offered by the American College of Cardiology (ACC) and the American Heart Association (AHA) is written at a higher level than the 6th-7th grade level recommended by the National Institute of Health (NIH). METHODS: Online patient education material from each website was subjected to reading grade level (RGL) analysis using the Readability Studio Professional Edition. One-sample t testing was used to compare the mean RGLs obtained from 8 formulas to the NIH-recommended 6.5 grade level and 8th grade national mean. RESULTS: In total, 372 articles from the ACC website and 82 from the AHA were studied. Mean (±SD) RGLs for the 454 articles were 9.6 ± 2.1, 11.2 ± 2.1, 11.9 ± 1.6, 10.8 ± 1.6, 9.7 ± 2.1, 10.8 ± 0.8, 10.5 ± 2.6, and 11.7 ± 3.5 according to the Flesch-Kincaid grade level (FKGL), Simple Measure of Gobbledygook (SMOG Index), Coleman-Liau Index (CLI), Gunning-Fog Index (GFI), New Dale-Chall reading level formula (NDC), FORCAST, Raygor Readability Estimate (RRE), and Fry Graph (Fry), respectively. All analyzed articles had significantly higher RGLs than both the NIH-recommended grade level of 6.5 and the national mean grade level of 8 (p < 0.00625). CONCLUSIONS: Patient education material provided on the ACC and AHA websites is written above the NIH-recommended 6.5 grade level and 8th grade national mean reading level. Additional studies are required to demonstrate whether lowering the RGL of this material improves outcomes among patients with cardiovascular disease.


Subject(s)
Health Literacy/statistics & numerical data , Patient Education as Topic , Reading , Cardiology , Comprehension , Humans , Internet , Societies, Medical , United States
7.
Oncogene ; 36(24): 3450-3463, 2017 06 15.
Article in English | MEDLINE | ID: mdl-28114281

ABSTRACT

The hypoxia-regulated tumor-suppressor von Hippel-Lindau (VHL) is an E3 ligase that recognizes its substrates as part of an oxygen-dependent prolyl hydroxylase (PHD) reaction, with hypoxia-inducible factor α (HIFα) being its most notable substrate. Here we report that VHL has an equally important function distinct from its hypoxia-regulated activity. We find that Aurora kinase A (AURKA) is a novel, hypoxia-independent target for VHL ubiquitination. In contrast to its hypoxia-regulated activity, VHL mono-, rather than poly-ubiquitinates AURKA, in a PHD-independent reaction targeting AURKA for degradation in quiescent cells, where degradation of AURKA is required to maintain the primary cilium. Tumor-associated variants of VHL differentiate between these two functions, as a pathogenic VHL mutant that retains intrinsic ability to ubiquitinate HIFα is unable to ubiquitinate AURKA. Together, these data identify VHL as an E3 ligase with important cellular functions under both normoxic and hypoxic conditions.


Subject(s)
Aurora Kinase A/metabolism , Carcinoma, Renal Cell/metabolism , Kidney Neoplasms/metabolism , Von Hippel-Lindau Tumor Suppressor Protein/metabolism , Carcinoma, Renal Cell/genetics , Cell Hypoxia , Cell Line, Tumor , Gene Expression Regulation, Neoplastic , Humans , Kidney Neoplasms/genetics , Mutation , Ubiquitination , Von Hippel-Lindau Tumor Suppressor Protein/genetics
8.
Osteoporos Int ; 28(1): 349-358, 2017 01.
Article in English | MEDLINE | ID: mdl-27492487

ABSTRACT

We examined the impact of fragility fractures on the work outcomes of employed patients. The majority successfully returned to their previous jobs in a short amount of time, and productivity loss at work was low. Our findings underscore the fast recovery rates of working fragility fracture patients. INTRODUCTION: The purpose of this study is to describe the impact of fragility fractures on the work outcomes of patients who were employed at the time of their fracture. METHODS: A self-report anonymous survey was mailed to fragility fracture patients over 50 who were screened as part of the quality assurance programs of fracture clinics across 35 hospitals in Ontario, Canada. Measures of return to work (RTW), at-work productivity loss (Work Limitations Questionnaire), and sociodemographic, fracture-related, and job characteristics were included in the survey. Kaplan-Meier estimates of the cumulative proportion of patients still off work were computed. Factors associated with RTW time following a fragility fracture were examined using Cox proportional hazards modeling. RESULTS: Of 275 participants, 242 (88 %) returned to work. Of these, the median RTW time was 20.5 days. About 86 % returned to the same job, duties, and hours as before their injury. Among full-time workers, the median number of lost hours due to presenteeism was 2.9 h (Q1-Q3 0.4-8.1 h). The median cost of presenteeism was $75.30 based on the month prior to survey completion. In multivariable analyses, female gender, needing surgery, and medium/heavy work requirements were associated with longer RTW time. Earlier RTW time was associated with elbow fracture and feeling completely better at time of survey completion. CONCLUSIONS: The majority of fragility fracture patients successfully returned to their previous jobs in a short amount of time, and productivity loss at work was low. Our findings underscore their fast recovery rates and give reason for optimism regarding the resilience of this population.


Subject(s)
Osteoporotic Fractures/rehabilitation , Return to Work , Absenteeism , Aged , Efficiency , Employment/statistics & numerical data , Female , Follow-Up Studies , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Ontario , Time Factors
9.
Osteoporos Int ; 28(3): 863-869, 2017 03.
Article in English | MEDLINE | ID: mdl-27770155

ABSTRACT

We evaluated the impact of a more intensive version of an existing post-fracture coordinator-based fracture prevention program and found that the addition of a full-risk assessment improved treatment rates. These findings provide additional support for more intensive programs aimed at reducing the risk of re-fractures. INTRODUCTION: Evidence-based guidelines support coordinator-based programs to improve post-fracture osteoporosis guideline uptake, with more intensive programs including bone mineral density (BMD) testing and/or treatment being associated with better patient outcomes. The purpose of this study was to evaluate the impact of a more intensive version (BMD "fast track") of an existing provincial coordinator-based program. METHODS: We compared two versions of the program that screened treatment naïve fragility fracture patients (>50 years). Cases came from the BMD fast track program that included full fracture risk assessment and communication of relevant guidelines to the primary care provider (PCP). Matched controls were selected from the usual care program matching according to age, sex, fracture type, and date. Two matching techniques were used: traditional (hard) matching (TM) and propensity score matching (PS). The outcomes were treatment initiation with bone sparing medication, BMD testing rate, and the rate of returning to discuss the test results with a PCP. RESULTS: The program improvements led to a significant improvement in treatment initiation within 6 months from 16 % (controls based on PS) or 21 % (controls based on TM) to 32 % (cases). Ninety percent of patients in the BMD fast track program returned to their PCP to discuss bone health in the cases versus 60 % of the controls (for TM and PS). BMD testing occurred in 96 % of cases compared to the 66 (TM) or 65 % (PS) of the matched controls. CONCLUSIONS: Addition of a full-risk assessment to a coordinator-based program significantly improved treatment rates within 6 months of screening.


Subject(s)
Bone Density Conservation Agents/therapeutic use , Osteoporosis/diagnosis , Osteoporotic Fractures/prevention & control , Secondary Prevention/methods , Aged , Bone Density/physiology , Drug Utilization/statistics & numerical data , Female , Humans , Male , Mass Screening/methods , Middle Aged , Ontario/epidemiology , Osteoporosis/drug therapy , Osteoporosis/epidemiology , Osteoporosis/physiopathology , Osteoporotic Fractures/epidemiology , Osteoporotic Fractures/physiopathology , Practice Guidelines as Topic , Program Evaluation , Risk Assessment/methods
10.
Mayo Clin Proc ; 88(11): 1241-9, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24182703

ABSTRACT

OBJECTIVE: To identify preoperative factors associated with an increased risk of postoperative pneumonia and subsequently develop and validate a risk calculator. PATIENTS AND METHODS: The American College of Surgeons' National Surgical Quality Improvement Program, a multicenter, prospective data set (2007-2008) was used. Univariate and multivariate logistic regression analyses were performed. The 2007 data set (N=211,410) served as the training set, and the 2008 data set (N=257,385) served as the validation set. RESULTS: In the training set, 3825 patients (1.8%) experienced postoperative pneumonia. Patients who experienced postoperative pneumonia had a significantly higher 30-day mortality (17.0% vs 1.5%; P<.001). On multivariate logistic regression analysis, 7 preoperative predictors of postoperative pneumonia were identified: age, American Society of Anesthesiologists class, chronic obstructive pulmonary disease, dependent functional status, preoperative sepsis, smoking before operation, and type of operation. The risk model based on the training data set was subsequently validated on the validation data set, with model performance being very similar (C statistic: 0.860 and 0.855, respectively). The high C statistic indicates excellent predictive performance. The risk model was used to develop an interactive risk calculator. CONCLUSION: Preoperative variables associated with an increased risk of postoperative pneumonia include age, American Society of Anesthesiologists class, chronic obstructive pulmonary disease, dependent functional status, preoperative sepsis, smoking before operation, and type of operation. The validated risk calculator provides a risk estimate for postoperative pneumonia and is anticipated to aid in surgical decision making and informed patient consent.


Subject(s)
Pneumonia/diagnosis , Postoperative Complications/diagnosis , Risk Assessment/methods , Adult , Aged , Female , Humans , Logistic Models , Male , Middle Aged , Multivariate Analysis , Pneumonia/epidemiology , Postoperative Complications/epidemiology , Preoperative Period , Prospective Studies , Reproducibility of Results , Risk Factors
11.
Surg Obes Relat Dis ; 8(5): 574-81, 2012.
Article in English | MEDLINE | ID: mdl-21719358

ABSTRACT

BACKGROUND: Postoperative pneumonia (PP) and respiratory failure (PRF) are known to be the most common nonwound complications after bariatric surgery. Our objective was to identify their current prevalence after bariatric surgery and to study the preoperative factors associated with them using data from the American College of Surgeons' National Surgical Quality Improvement Program. METHODS: Patients undergoing bariatric surgery were identified from the National Surgical Quality Improvement Program (2006-2008), a multicenter, prospective database. Univariate analysis and multivariate logistic regression analysis were performed. RESULTS: Of 32,889 patients, PP was diagnosed in 187 patients (.6%) and PRF in 204 patients (.6%). The overall 30-day morbidity rate was 6.4%, with PP and PRF accounting for 18.7%. The 30-day mortality rate was greater for the patients with PP and PRF than those without (4.3% versus .16% and 13.7% versus .10%, P < .0001). The hospital length of stay was also longer in patients with PP/PRF (P < .0001). On multivariate analysis, congestive heart failure (odds ratio 5.3, 95% confidence interval 1.20-23.26) and stroke (odds ratio 4.1, 95% confidence interval 1.42-11.49) were the greatest preoperative risk factors for PP. Previous percutaneous coronary intervention (odds ratio 2.8, 95% confidence interval 1.64-4.74) and dyspnea at rest (odds ratio 2.64, 95% confidence interval 1.13-6.13) were the factors most strongly associated with PRF. Bleeding disorder, age, chronic obstructive pulmonary disease, and type of surgery were risk factors for both (P < .05). Smoking also predisposed to PP, and diabetes mellitus, anesthesia time, and increasing weight also predisposed to PRF (P < .05 for all). CONCLUSION: Although PP and PRF are infrequent, they account for one fifth of the postoperative morbidity and are associated with significantly increased 30-day mortality. They can be predicted by various risk factors, emphasizing the importance of patient optimization and careful selection before bariatric surgery.


Subject(s)
Bariatric Surgery/adverse effects , Obesity, Morbid/surgery , Pneumonia/etiology , Respiratory Insufficiency/etiology , Adult , Analysis of Variance , Female , Humans , Intubation , Length of Stay , Male , Middle Aged , Pneumonia/epidemiology , Preoperative Care , Prevalence , Prognosis , Prospective Studies , Respiratory Insufficiency/epidemiology , Retreatment , Risk Factors , Ventilator Weaning
12.
Circulation ; 124(4): 381-7, 2011 Jul 26.
Article in English | MEDLINE | ID: mdl-21730309

ABSTRACT

BACKGROUND: Perioperative myocardial infarction or cardiac arrest is associated with significant morbidity and mortality. The Revised Cardiac Risk Index is currently the most commonly used cardiac risk stratification tool; however, it has several limitations, one of which is its relatively low discriminative ability. The objective of the present study was to develop and validate a predictive cardiac risk calculator. METHODS AND RESULTS: Patients who underwent surgery were identified from the American College of Surgeons' 2007 National Surgical Quality Improvement Program database, a multicenter (>250 hospitals) prospective database. Of the 211 410 patients, 1371 (0.65%) developed perioperative myocardial infarction or cardiac arrest. On multivariate logistic regression analysis, 5 predictors of perioperative myocardial infarction or cardiac arrest were identified: type of surgery, dependent functional status, abnormal creatinine, American Society of Anesthesiologists' class, and increasing age. The risk model based on the 2007 data set was subsequently validated on the 2008 data set (n=257 385). The model performance was very similar between the 2007 and 2008 data sets, with C statistics (also known as area under the receiver operating characteristic curve) of 0.884 and 0.874, respectively. Application of the Revised Cardiac Risk Index to the 2008 National Surgical Quality Improvement Program data set yielded a relatively lower C statistic (0.747). The risk model was used to develop an interactive risk calculator. CONCLUSIONS: The cardiac risk calculator provides a risk estimate of perioperative myocardial infarction or cardiac arrest and is anticipated to simplify the informed consent process. Its predictive performance surpasses that of the Revised Cardiac Risk Index.


Subject(s)
Algorithms , Heart Arrest/diagnosis , Models, Cardiovascular , Myocardial Infarction/diagnosis , Postoperative Complications/diagnosis , Surgical Procedures, Operative/adverse effects , Adult , Aged , Female , Heart Arrest/etiology , Humans , Male , Middle Aged , Myocardial Infarction/etiology , Perioperative Period , Postoperative Complications/etiology , ROC Curve , Risk Assessment/methods
13.
Chest ; 140(5): 1207-1215, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21757571

ABSTRACT

BACKGROUND: Postoperative respiratory failure (PRF) (requiring mechanical ventilation > 48 h after surgery or unplanned intubation within 30 days of surgery) is associated with significant morbidity and mortality. The objective of this study was to identify preoperative factors associated with an increased risk of PRF and subsequently develop and validate a risk calculator. METHODS: The American College of Surgeons National Surgical Quality Improvement Program (NSQIP), a multicenter, prospective data set (2007-2008), was used. The 2007 data set (n = 211,410) served as the training set and the 2008 data set (n = 257,385) as the validation set. RESULTS: In the training set, 6,531 patients (3.1%) developed PRF. Patients who developed PRF had a significantly higher 30-day mortality (25.62% vs 0.98%, P < .0001). On multivariate logistic regression analysis, five preoperative predictors of PRF were identified: type of surgery, emergency case, dependent functional status, preoperative sepsis, and higher American Society of Anesthesiologists (ASA) class. The risk model based on the training data set was subsequently validated on the validation data set. The model performance was very similar between the training and the validation data sets (c-statistic, 0.894 and 0.897, respectively). The high c-statistics (area under the receiver operating characteristic curve) indicate excellent predictive performance. The risk model was used to develop an interactive risk calculator. CONCLUSIONS: Preoperative variables associated with increased risk of PRF include type of surgery, emergency case, dependent functional status, sepsis, and higher ASA class. The validated risk calculator provides a risk estimate of PRF and is anticipated to aid in surgical decision making and informed patient consent.


Subject(s)
Postoperative Complications/diagnosis , Respiratory Insufficiency/diagnosis , Risk Assessment/methods , Algorithms , Area Under Curve , Chi-Square Distribution , Female , Humans , Logistic Models , Male , Postoperative Complications/etiology , Postoperative Complications/mortality , Predictive Value of Tests , Prospective Studies , ROC Curve , Respiratory Insufficiency/etiology , Respiratory Insufficiency/mortality
14.
J Surg Oncol ; 104(6): 634-40, 2011 Nov 01.
Article in English | MEDLINE | ID: mdl-21520092

ABSTRACT

BACKGROUND AND OBJECTIVES: Outcomes for patients undergoing major pancreatic surgery have improved, but a subset of patients that significantly utilize more resources exists. Variables that can lead to an increase in resource utilization in patients undergoing pancreatic surgery were identified. METHODS: Patients undergoing pancreatic surgery for neoplasms were identified from the NSQIP database (2006-2008). Indices associated with increased resource utilization that we included were operative time (OT), length of stay (LOS), intraoperative RBC transfusion, return to operating room, and occurrence of postoperative complications. Analysis of covariance and multivariable logistic regression were performed. RESULTS: The 4,306 included patients had a median age of 66 years and 50.3% were males. The 30-day morbidity and mortality were 29.3% and 3.2%, respectively. Median OT was 362 min and median LOS was 10 days. Malignancy, neoadjuvant radiation, and medical co-morbidities were associated with increased OT (P < 0.0001 for all). Declining preoperative functional status was the most important predictor of LOS (P < 0.0001). Age, male gender, hypertension, severe COPD, and higher BMI were significantly associated with postoperative complications (P < 0.050 for all). CONCLUSIONS: Morbidity after pancreatic surgery remains high. Age, obesity, performance status, medical co-morbidities, and neoadjuvant radiation affect outcomes and may lead to increased use of hospital resources.


Subject(s)
Health Resources/statistics & numerical data , Hospitals/statistics & numerical data , Pancreatic Neoplasms/complications , Pancreatic Neoplasms/surgery , Postoperative Complications , Adult , Aged , Aged, 80 and over , Cohort Studies , Comorbidity , Female , Follow-Up Studies , Humans , Length of Stay , Male , Middle Aged , Pancreatic Neoplasms/pathology , Prospective Studies , Risk Factors , Survival Rate , Treatment Outcome
15.
Surg Endosc ; 25(8): 2613-25, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21487887

ABSTRACT

BACKGROUND: Outcomes for patients who undergo laparoscopic Roux-en-Y gastric bypass (LRYGB) surgery have improved, but a subset of patients who significantly utilize more resources exists. We identified preoperative variables that increase resource utilization in patients who undergo LRYGB. METHODS: Patients who underwent LRYGB in 2007 and 2008 were identified from the NSQIP database. Variables that indicated resource utilization were operative time (OT), length of stay (LOS), and occurrence of postoperative complications. Analyses were performed by using multivariate analysis of variance and logistic regression. RESULTS: Of 14,251 patients with a mean age of 44.6 (± 11.1) years, 19.4% were men. The national 30-day morbidity and mortality were 4.5% and 0.17%, respectively. The median OT was 128 min (interquartile range (IQR), 100-167), and the median LOS was 2 days (IQR, 2-3). Bleeding disorder, male gender, African American race, increasing weight, and age were significantly associated with increased OT (p < 0.05 for all). Severe chronic obstructive pulmonary disease, bleeding disorder, increasing age, and anesthesia time were associated with increased length of stay (p < 0.05). Preoperative dialysis dependence (odds ratio (OR), 8.5; 95% confidence interval (CI), 2.3-32.3) and dyspnea at rest (OR, 3.3; 95% CI, 1.7-6.3) were the greatest predictors of postoperative complications. Emergency case, bleeding disorder, prior percutaneous coronary intervention, and increasing operative time also were significantly associated with increased postoperative complications on multivariate logistic regression analysis (p < 0.05 for all). CONCLUSIONS: Age, sex, race, obesity, and some medical comorbidities affect outcomes and increase resource utilization. Optimization of modifiable factors and careful patient selection are needed to facilitate further improvement in outcomes and resource utilization.


Subject(s)
Gastric Bypass/methods , Health Resources/statistics & numerical data , Laparoscopy , Adult , Female , Humans , Male , Multivariate Analysis , Treatment Outcome
16.
J Am Coll Surg ; 212(3): 301-9, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21247780

ABSTRACT

BACKGROUND: Although a risk score estimating postoperative mortality for patients undergoing gastric bypass exists, there is none predicting postoperative morbidity. Our objective was to develop a validated risk calculator for 30-day postoperative morbidity of bariatric surgery patients. STUDY DESIGN: We used the American College of Surgeons' 2007 National Surgical Quality Improvement Program (NSQIP) dataset. Patients undergoing bariatric surgery for morbid obesity were studied. Multiple logistic regression analysis was performed and a risk calculator was created. The 2008 NSQIP dataset was used for its validation. RESULTS: In 11,023 patients, mean age was 44.6 years, 20% were male, 77% were Caucasian, and mean body mass index (BMI; calculated as kg/m(2)) was 48.9. Thirty-day morbidity and mortality were 4.2% and 0.2%, respectively. Risk factors associated with increased risk of postoperative morbidity included recent MI/angina (odds ratio [OR] = 3.65; 95% CI 1.23 to 10.8), dependent functional status (OR = 3.48; 95% CI 1.78 to -6.80), stroke (OR = 2.89; 95% CI 1.09 to 7.67), bleeding disorder (OR = 2.23; 95% CI 1.47 to 3.38), hypertension (OR = 1.34; 95% CI 1.10 to 1.63), BMI, and type of bariatric surgery. Patients with BMI 35 to <45 and >60 had significantly higher adjusted OR compared with patients with BMI of 45 to 60 (p < 0.05 for all). These factors were used to create the risk calculator and subsequently validate it, with the model performance very similar between the 2007 training dataset and the 2008 validation dataset (c-statistics: 0.69 and 0.66, respectively). CONCLUSIONS: NSQIP data can be used to develop and validate a risk calculator that predicts postoperative morbidity after various bariatric procedures. The risk calculator is anticipated to aid in surgical decision making, informed patient consent, and risk reduction.


Subject(s)
Bariatric Surgery/statistics & numerical data , Obesity, Morbid/surgery , Databases, Factual , Humans , Morbidity , Risk Assessment
17.
J Surg Res ; 167(2): 182-91, 2011 May 15.
Article in English | MEDLINE | ID: mdl-21109261

ABSTRACT

BACKGROUND: The benefit of carotid endarterectomy (CEA) is heavily influenced by the risk of perioperative stroke. Our objective was to use the American College of Surgeons' 2007 and 2008 National Surgical Quality Improvement Program (NSQIP) database to assess the postoperative stroke and death rate after CEA among the more than 180 NSQIP participating hospitals, and to identify the preoperative risk factors. MATERIALS AND METHODS: Univariate analysis included 56 preoperative variables. Outcomes were studied for 30 d. Multivariate logistic regression was used for assessment of risk factors. RESULTS: Of 13,316 patients, 7503 (56.5%) were asymptomatic, while 5770 (43.5%) were symptomatic. Combined stroke or death was seen in 262 patients (2.0%). Postoperative stroke occurred in 186 patients (1.4%). One hundred patients (0.8%) died within 30 d. In asymptomatic and symptomatic patients, stroke or death was seen in 1.3% and 2.9% of patients; stroke in 0.9% and 2% of patients; and death in 0.5% and 1.1% of patients, respectively (all P < 0.001). On multivariate analysis for symptomatic patients, dialysis dependence, chronic open wound, impaired sensorium, and dependent functional status were risk factors for stroke or death (all P < 0.05). Among asymptomatic patients, acute renal failure, corticosteroid use, COPD, paraplegia, and dependent functional status were risk factors for stroke or death (all P < 0.05). CONCLUSIONS: This prospective database confirms that CEA is currently performed with low peri-procedural stroke rate in participating ACS NSQIP hospitals and provides a contemporary framework for comparison of other treatment modalities to CEA. Identification of the above risk factors may help with risk stratification and patient counseling for CEA.


Subject(s)
Databases as Topic , Endarterectomy, Carotid/adverse effects , Perioperative Period , Stroke/epidemiology , Stroke/mortality , Aged , Aged, 80 and over , Carotid Artery Diseases/surgery , Female , Humans , Logistic Models , Male , Middle Aged , Multivariate Analysis , Prospective Studies , Retrospective Studies , Risk Factors , United States
18.
J Endovasc Ther ; 17(4): 540-9, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20681773

ABSTRACT

UNLABELLED: To review 20 years of literature on chronic mesenteric ischemia (CMI), examining its complex clinical presentation and comparing open and endovascular treatment options. METHODS: The PubMed and EBSCOHost electronic databases were queried to identify English-language articles published over the last 20 years. Scrutiny of the retrieved articles identified 1939 patients (mean age 65 years). Of these, 1163 patients underwent open surgery: 714 between 2000 and 2009 and 449 between 1990 and 1999. Of the 776 patients undergoing endovascular repairs, the majority (684) were performed between 2000 and 2009; 92 patients were treated between 1990 and 1999. Data were entered in an electronic database and were pooled for categorical analysis. RESULTS: No major differences were seen among open surgeries or among endovascular surgeries performed when comparing the 2 time periods. On comparing open and endovascular surgeries performed between 2000 and 2009, symptom improvement was 2.4 times more likely after open compared to endovascular surgery (95% CI 1.5 to 3.6, p<0.001). Five-year primary patency and 5-year assisted primary patency were 3.8 (95% CI 2.4 to 5.8, p<0.001) and 6.4 (95% CI 1.3 to 30.1, p = 0.02) times greater in the open group. Freedom from symptoms at 5 years was 4.4 times greater for open versus endovascular (95% CI 2.8 to 7.0, p<0.001). The complication rate for open versus endovascular surgery was 3.2 times greater (95% CI 2.5 to 4.2, p<0.001). The difference in mortality was not statistically significant (p = 0.75). CONCLUSION: Our data demonstrate that open revascularization surpasses endovascular procedures in long-term vessel patency and control of symptoms. Patients undergoing open procedures do, however, develop increased complications perioperatively. The preferred revascularization approach used in treating this condition should be tailored to the anatomy and physiology of each patient.


Subject(s)
Blood Vessel Prosthesis Implantation , Ischemia/surgery , Mesenteric Vascular Occlusion/surgery , Vascular Surgical Procedures/methods , Adult , Aged , Blood Vessel Prosthesis Implantation/adverse effects , Blood Vessel Prosthesis Implantation/mortality , Chronic Disease , Humans , Ischemia/etiology , Ischemia/mortality , Ischemia/physiopathology , Mesenteric Vascular Occlusion/complications , Mesenteric Vascular Occlusion/mortality , Mesenteric Vascular Occlusion/physiopathology , Middle Aged , Odds Ratio , Patient Selection , Reoperation , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome , Vascular Patency , Vascular Surgical Procedures/adverse effects , Vascular Surgical Procedures/mortality
19.
J Thorac Cardiovasc Surg ; 138(5): 1139-53, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19837218

ABSTRACT

OBJECTIVE: Analysis of congenital heart surgery results requires a reliable method of estimating the risk of adverse outcomes. Two major systems in current use are based on projections of risk or complexity that were predominantly subjectively derived. Our goal was to create an objective, empirically based index that can be used to identify the statistically estimated risk of in-hospital mortality by procedure and to group procedures into risk categories. METHODS: Mortality risk was estimated for 148 types of operative procedures using data from 77,294 operations entered into the European Association for Cardiothoracic Surgery (EACTS) Congenital Heart Surgery Database (33,360 operations) and the Society of Thoracic Surgeons (STS) Congenital Heart Surgery Database (43,934 patients) between 2002 and 2007. Procedure-specific mortality rate estimates were calculated using a Bayesian model that adjusted for small denominators. Each procedure was assigned a numeric score (the STS-EACTS Congenital Heart Surgery Mortality Score [2009]) ranging from 0.1 to 5.0 based on the estimated mortality rate. Procedures were also sorted by increasing risk and grouped into 5 categories (the STS-EACTS Congenital Heart Surgery Mortality Categories [2009]) that were chosen to be optimal with respect to minimizing within-category variation and maximizing between-category variation. Model performance was subsequently assessed in an independent validation sample (n = 27,700) and compared with 2 existing methods: Risk Adjustment for Congenital Heart Surgery (RACHS-1) categories and Aristotle Basis Complexity scores. RESULTS: Estimated mortality rates ranged across procedure types from 0.3% (atrial septal defect repair with patch) to 29.8% (truncus plus interrupted aortic arch repair). The proposed STS-EACTS score and STS-EACTS categories demonstrated good discrimination for predicting mortality in the validation sample (C-index = 0.784 and 0.773, respectively). For procedures with more than 40 occurrences, the Pearson correlation coefficient between a procedure's STS-EACTS score and its actual mortality rate in the validation sample was 0.80. In the subset of procedures for which RACHS-1 and Aristotle Basic Complexity scores are defined, discrimination was highest for the STS-EACTS score (C-index = 0.787), followed by STS-EACTS categories (C-index = 0.778), RACHS-1 categories (C-index = 0.745), and Aristotle Basic Complexity scores (C-index = 0.687). When patient covariates were added to each model, the C-index improved: STS-EACTS score (C-index = 0.816), STS-EACTS categories (C-index = 0.812), RACHS-1 categories (C-index = 0.802), and Aristotle Basic Complexity scores (C-index = 0.795). CONCLUSION: The proposed risk scores and categories have a high degree of discrimination for predicting mortality and represent an improvement over existing consensus-based methods. Risk models incorporating these measures may be used to compare mortality outcomes across institutions with differing case mixes.


Subject(s)
Cardiac Surgical Procedures/mortality , Heart Defects, Congenital/mortality , Heart Defects, Congenital/surgery , Models, Statistical , Risk Assessment/methods , Bayes Theorem , Europe/epidemiology , Hospital Mortality , Humans , Infant , Infant, Newborn , Registries , Severity of Illness Index
20.
Clin Radiol ; 63(5): 549-56, 2008 May.
Article in English | MEDLINE | ID: mdl-18374719

ABSTRACT

AIM: To investigate the effect of a virtual colonoscopy (VC) computed-assisted detection (CAD) system on polyp detection by trained radiographers. MATERIALS AND METHODS: Four radiographers trained in VC interpretation and utilization of CAD systems read a total of 62 endoscopically validated VC examinations containing 150 polyps (size range 5-50mm) in four sessions, recording any polyps found and the examination interpretation time, first without and then with the addition of CAD as a "second reader". After a temporal separation of 6 weeks to reduce recall bias, VC examinations were re-read using "concurrent reader" CAD. Interpretation times, polyp detection, and number of false-positives were compared between the different reader paradigms using paired t and paired exact tests. RESULTS: Overall, use of "second reader" CAD significantly improved polyp detection by 12% (p<0.001, CI 6%,17%)) from 48 to 60%. There was no significant improvement using CAD as a concurrent reader (p=0.20; difference of 7%, CI -3%, 16%) and no significant overall difference in recorded false-positives with second reader or concurrent CAD paradigms compared with unassisted reading (p=0.25 and 0.65, respectively). The mean interpretation time was 21.7 min for unassisted reading, 29.6 (p<0.001) min for second reader and 19.1 min (p=0.12) for concurrent reading paradigms. CONCLUSION: CAD, when used as a second reader, can significantly improve radiographer reading performance with only a moderate increase in interpretation times.


Subject(s)
Colonic Polyps/diagnostic imaging , Colonography, Computed Tomographic/methods , Medical Staff, Hospital/standards , Radiographic Image Interpretation, Computer-Assisted , Clinical Competence , Humans , Imaging, Three-Dimensional , Reproducibility of Results , Retrospective Studies
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