scholarly journals Automated Frailty Screening At‐Scale for Pre‐Operative Risk Stratification Using the Electronic Frailty Index

Author(s):  
Kathryn E. Callahan ◽  
Clancy J. Clark ◽  
Angela F. Edwards ◽  
Timothy N. Harwood ◽  
Jeff D. Williamson ◽  
...  
2021 ◽  
Vol 13 (1) ◽  
Author(s):  
Weimei Ruan ◽  
Xu Chen ◽  
Ming Huang ◽  
Hong Wang ◽  
Jiaxin Chen ◽  
...  

Abstract Background Current non-invasive tests have limited sensitivities and lack capabilities of pre-operative risk stratification for bladder cancer (BC) diagnosis. We aimed to develop and validate a urine-based DNA methylation assay as a clinically feasible test for improving BC detection and enabling pre-operative risk stratifications. Methods A urine-based DNA methylation assay was developed and validated by retrospective single-center studies in patients of suspected BC in Cohort 1 (n = 192) and Cohort 2 (n = 98), respectively. In addition, a prospective single-center study in hematuria patient group (Cohort 3, n = 174) was used as a second validation of the model. Results The assay with a dual-marker detection model showed 88.1% and 91.2% sensitivities, 89.7% and 85.7% specificities in validation Cohort 2 (patients of suspected BC) and Cohort 3 (patients of hematuria), respectively. Furthermore, this assay showed improved sensitivities over cytology and FISH on detecting low-grade tumor (66.7–77.8% vs. 0.0–22.2%, 0.0–22.2%), Ta tumor (83.3% vs. 22.2–41.2%, 44.4–52.9%) and non-muscle invasive BC (NMIBC) (80.0–89.7% vs. 51.5–52.0%, 59.4–72.0%) in both cohorts. The assay also had higher accuracies (88.9–95.8%) in diagnosing cases with concurrent genitourinary disorders as compared to cytology (55.6–70.8%) and FISH (72.2–77.8%). Meanwhile, the assay with a five-marker stratification model identified high-risk NMIBC and muscle invasive BC with 90.5% sensitivity and 86.8% specificity in Cohort 2. Conclusions The urine-based DNA methylation assay represents a highly sensitive and specific approach for BC early-stage detection and risk stratification. It has a potential to be used as a routine test to improve diagnosis and prognosis of BC in clinic.


2015 ◽  
Vol 5 (4) ◽  
pp. 445-451 ◽  
Author(s):  
Fiore V. Toscano ◽  
Andrey Apinis ◽  
Jonathan D. Leff

BMJ Open ◽  
2019 ◽  
Vol 9 (1) ◽  
pp. e024682 ◽  
Author(s):  
Jai N Darvall ◽  
Sabine Braat ◽  
David A Story ◽  
Kate Greentree ◽  
Tony Bose ◽  
...  

IntroductionFrailty is of increasing importance to perioperative and critical care medicine, as the proportion of older patients increases globally. Evidence continues to emerge of the considerable impact frailty has on adverse outcomes from both surgery and critical care, which has led to a proliferation of different frailty measurement tools in recent years. Despite this, there remains a lack of easily implemented, comprehensive frailty assessment tools specific to these complex populations. Development of a frailty index using routinely collected hospital data, able to leverage the automated aspects of an electronic medical record, would aid risk stratification and benefit clinicians and patients alike.Methods and analysisThis is a prospective observational study. 150 intensive care unit (ICU) patients aged ≥50 years and 200 surgical patients aged ≥65 years will be enrolled. The primary objective is to develop a frailty index. Secondary objectives include assessing its ability to predict in-hospital mortality and/or discharge to a new non-home location; the performance of the frailty index in predicting postoperative and ICU complications, as well as health-related quality of life at 6 months; to compare the performance of the frailty index against existing frailty measurement and risk stratification tools; and to assess its modification by patients’ health assets.Ethics and disseminationThis study has been approved by the Melbourne Health Human Research Ethics Committee(20 January 2017, HREC/16/MH/321). Dissemination will be via international and national anaesthetic and critical care conferences, and publication in the peer-reviewed literature.


2019 ◽  
Vol 28 (7) ◽  
pp. 1232-1240 ◽  
Author(s):  
Russell E. Holzgrefe ◽  
Jacob M. Wilson ◽  
Christopher A. Staley ◽  
Travis L. Anderson ◽  
Eric R. Wagner ◽  
...  

2021 ◽  
Vol 5 (2) ◽  
Author(s):  
Maria Isabel Camara Planek ◽  
Clay H Hoster ◽  
Aviral Vij ◽  
Steve Attanasio

Abstract Background European Society of Cardiology (ESC) recommends catheter-directed thrombectomy for management of high-risk pulmonary embolism (PE) with contraindications to thrombolytics or in patients that have failed thrombolytic therapy, as well as intermediate-risk PE with haemodynamic deterioration. In this case report, the role of catheter-directed mechanical thrombectomy is highlighted in the urgent peri-operative setting. Case summary A 71-year-old female presented with 10 days of progressive lower extremity weakness and was found to have malignant cord compression along with incidental saddle, intermediate–high-risk PE that extended to all lobes on chest computed tomography. Given the intermediate to high-risk PE with acute cor pulmonale, urgent need for surgery, and risk of haemodynamic collapse upon induction of general anaesthesia, the decision was made to proceed with urgent percutaneous treatment of the PE. Percutaneous catheter-directed thrombectomy was successfully performed. The patient returned to the intensive care unit in stable condition and was able to then receive urgent cord decompression and further treatment for malignancy with no complication. Discussion In this case, single-session thrombectomy resulted in rapid reduction of pre-operative cardiopulmonary risk by alleviating the right ventricular strain, allowing urgent cord decompression surgery to proceed with optimized haemodynamics, no bleeding events, and no further oxygen requirements. While peri-operative risk stratification for cardiovascular outcomes is well established in current guidelines, there are no clear guidelines for peri-operative risk stratification in the setting of pulmonary embolism. The importance of the multidisciplinary PE Response Team is thus emphasized, as well as the importance of continuous evaluation of clinical decompensation in PE.


2015 ◽  
Vol 33 (10) ◽  
pp. 426.e1-426.e12 ◽  
Author(s):  
Danny Lascano ◽  
Jamie S. Pak ◽  
Max Kates ◽  
Julia B. Finkelstein ◽  
Mark Silva ◽  
...  

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