A Case of Interstitial Pneumonia with Features of Autoimmunity.

We present a case of a 61-year-old woman with several months of gradually worsening shortness of breath, requiring multiple hospitalizations with acute hypoxemic respiratory failure. She was initially treated for eosinophilic pneumonia presumed to be secondary to medications or rheumatoid lung without much improvement. Her subsequent chest CT showed honeycombing and diffuse ground-glass opacities, and she was found to have elevated rheumatoid factor (RF) and anti-CCP antibody titers without extrathoracic features of rheumatoid arthritis. This clinical scenario was suggestive of an interstitial lung disease (ILD) due to occult underlying connective tissue disorder (CTD), along the lines of the recently proposed entity interstitial pneumonia with autoimmune features (IPAF). She continued to deteriorate rapidly and passed away after experiencing recurrent exacerbations. As there is limited evidence to explain the clinical course of such patients, there is a need for prospective research to develop tailored regimens to prevent progression or even reverse the disease process.

Patient-Reported Outcome Measures and Health-Related Quality-of-Life Scores of Patients Undergoing Anatomic Total Shoulder Arthroplasty.

BACKGROUND: Health-related quality-of-life (HRQoL) scores are required for cost-effectiveness and health-care value analysis. We evaluated HRQoL scores and patient-reported outcome measures (PROMs) in patients with advanced glenohumeral osteoarthritis treated with anatomic total shoulder arthroplasty to establish values of HRQoL scores that can be used for cost-effectiveness and value analysis and to assess relationships between HRQoL scores and shoulder and upper-extremity PROMs. METHODS: We analyzed 143 patients (143 shoulders) with glenohumeral osteoarthritis treated with anatomic total shoulder arthroplasty; 92 patients had 1-year follow-up. Preoperative and postoperative functional outcomes were assessed with the Disabilities of the Arm, Shoulder and Hand (DASH) score, the American Shoulder and Elbow Surgeons (ASES) score, the Simple Shoulder Test (SST), and a visual analog scale (VAS) for shoulder pain and function. Health utility was assessed with the EuroQol-5 Dimensions (EQ-5D), Short Form-6 Dimensions (SF-6D), and VAS Quality of Life (VAS QoL). HRQoL score validity was determined through correlations between the PROMs and HRQoL scores. The responsiveness of HRQoL scores was measured through the effect size and the standardized response mean. RESULTS: There were significant improvements in all PROMs and HRQoL scores (p < 0.001) at 1 year after the surgical procedure. The changes in VAS QoL (very weak to moderate), EQ-5D (weak), and SF-6D (weak) were significantly correlated (p < 0.05) with the changes in PROMs, demonstrating comparably acceptable validity. There were large effect sizes in the VAS QoL (1.843), EQ-5D (1.186), and SF-6D (1.084) and large standardized response mean values in the VAS QoL (1.622), EQ-5D (1.230), and SF-6D (1.083), demonstrating responsiveness. The effect sizes of all PROMs were larger than those of the HRQoL scores. CONCLUSIONS: PROMs and HRQoL scores are not interchangeable, and studies of the cost-effectiveness and value of shoulder arthroplasty should incorporate both shoulder and upper-extremity PROMs and HRQoL scores. The findings of this study provide data on HRQoL scores that are specific to the treatment of advanced glenohumeral osteoarthritis with anatomic total shoulder arthroplasty and can be used for future cost-effectiveness and value analysis studies. LEVEL OF EVIDENCE: Therapeutic Level IV. See Instructions for Authors for a complete description of levels of evidence.

Patient-Reported Outcome Measures and Health-Related Quality-of-Life Scores of Patients Undergoing Anatomic Total Shoulder Arthroplasty.

BACKGROUND: Health-related quality-of-life (HRQoL) scores are required for cost-effectiveness and health-care value analysis. We evaluated HRQoL scores and patient-reported outcome measures (PROMs) in patients with advanced glenohumeral osteoarthritis treated with anatomic total shoulder arthroplasty to establish values of HRQoL scores that can be used for cost-effectiveness and value analysis and to assess relationships between HRQoL scores and shoulder and upper-extremity PROMs. METHODS: We analyzed 145 patients (145 shoulders) with glenohumeral osteoarthritis treated with anatomic total shoulder arthroplasty; 93 patients had 1-year follow-up. Preoperative and postoperative functional outcomes were assessed with the Disabilities of the Arm, Shoulder and Hand (DASH) score, the American Shoulder and Elbow Surgeons (ASES) score, the Simple Shoulder Test (SST), and a visual analog scale (VAS) for shoulder pain and function. Health utility was assessed with the EuroQol-5 Dimensions (EQ-5D), Short Form-6 Dimensions (SF-6D), and VAS Quality of Life (VAS QoL). HRQoL score validity was determined through correlations between the PROMs and HRQoL scores. The responsiveness of HRQoL scores was measured through the effect size and the standardized response mean. RESULTS: There were significant improvements in all PROMs and HRQoL scores (p < 0.001) at 1 year after the surgical procedure. The changes in VAS QoL and EQ-5D were significantly correlated (weak to moderate) with the changes in all PROMs except the SST, demonstrating comparably acceptable validity. The VAS QoL had a large effect size (1.833) and standardized response mean (1.603), and the EQ-5D also had a large effect size (1.163) and standardized response mean (1.228), demonstrating responsiveness. The effect sizes of all PROMs were larger than those of the HRQoL scores. The change in SF-6D had only a moderate effect size and standardized response mean and was not significantly correlated with the change in any of the PROMs. CONCLUSIONS: PROMs and HRQoL scores are not interchangeable, and studies of the cost-effectiveness and value of shoulder arthroplasty should incorporate both shoulder and upper-extremity PROMs and HRQoL scores. The findings of this study provide data on HRQoL scores that are specific to the treatment of advanced glenohumeral osteoarthritis with anatomic total shoulder replacement and can be used for future cost-effectiveness and value analysis studies. LEVEL OF EVIDENCE: Therapeutic Level IV. See Instructions for Authors for a complete description of levels of evidence.

A Case of Acute Esophageal Necrosis.

Acute esophageal necrosis (AEN) is a rare condition that impacts the distal esophagus after a vascular insult. In this case report, we describe a patient with multiple comorbid conditions presenting with shock from gastroenteritis who subsequently developed AEN complicated by refractory strictures.

Predicting Mortality in Diabetic ICU Patients Using Machine Learning and Severity Indices.

Diabetes constitutes a significant health problem that leads to many long term health issues including renal, cardiovascular, and neuropathic complications. Many of these problems can result in increased health care costs, as well risk of ICU stay and mortality. To date, no published study has used predictive modeling to examine the relative influence of diabetes, diabetic health maintenance, and comorbidities on outcomes in ICU patients. Using the MIMIC-III database, machine learning and binomial logistic regression modeling were applied to predict risk of mortality. The final models achieved good fit with AUC values of 0.787 and 0.785 respectively. Additionally, this study demonstrated that robust classification can be done as a combination of five variables (HbA1c, mean glucose during stay, diagnoses upon admission, age, and type of admission) to predict risk as compared with other machine learning models that require nearly 35 variables for similar risk assessment and prediction.

Using Demographic Factors and Comorbidities to Develop a Predictive Model for ICU Mortality in Patients with Acute Exacerbation COPD.

Recognizing factors associated with mortality in patients admitted to the ICU with acute exacerbation of chronic obstructive pulmonary disease could reduce healthcare costs and improve end-of-life care. Previous studies have identified possible predictive variables, but analysis is lacking on the combined effect of demographic factors and comorbidities. Using the MIMIC-III database, this study examined factors associated with mortality in a model incorporating comorbidities, comorbidity indices, and demographic factors. After determining associations between predictive variables and mortality through univariate and multivariate binomial logistic regression, three predictive models were developed: (1) univariate GLM-derived logistic, (2) Mean Gini-derived logistic (MGDL), and (3) random forest. The MGDL model best predicted mortality with an AUROC of 0.778. Variables with the greatest relative importance in determining mortality included the Charlson Comorbidity Index, Elixhauser Index, male, and arrhythmia. The results support the potential of using the MGDL model and need for further work in exploring demographic factors.

Advances in Spinal Interbody Cages.

Since the late 1980s, spinal interbody cages (ICs) have been used to aid bone fusion in a variety of spinal disorders. Utilized to restore intervertebral height, enable bone graft containment for arthrodesis, and restore anterior column biomechanical stability, ICs have since evolved to become a highly successful means of achieving fusion, being associated with less postoperative pain, shorter hospital stay, fewer complications and higher rates of fusion when than bone graft only spinal fusion. IC design and materials have changed considerably over the past two decades. The threaded titanium-alloy cylindrical screw cages, typically filled with autologous bone graft, of the mid-1990s achieved greater fusion rates than bone grafts and non-threaded cages. Threaded screw cages, however, were soon found to be less stable in extension and flexion; additionally, they had a high incidence of cage subsidence. As of the early 2000s, non-threaded box-shaped titanium or polyether ether ketone IC designs have become increasingly more common. This modern design continues to achieve greater cage stability in flexion, axial rotation and bending. However, cage stability and subsidence, bone fusion rates and surgical complications still require optimization. Thus, this review provides an update of recent research findings relevant to ICs over the past 3 years, highlighting trends in optimization of cage design, materials, alternatives to bone grafts, and coatings that may enhance fusion.