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Borges, Flávia K.

https://orcid.org/0000-0001-5377-7612

Mayo Clinic

Population Health Research Institute

Citations 4

Assessing Analytical Performance and Correct Classification for Cardiac Troponin Deltas Across Diagnostic Pathways Used for Myocardial Infarction
Kavsak, Peter A. , Sharif, Sameer , Demian, Wael L. L., Belley‐Côté, Emilie P. , Blank, David , Knauer, Michael J. , Thorlacius, Laurel , Raizman, Joshua E., Huang, Yun , Beriault, Daniel R. , Fung, Angela W.S. , Yip, Paul S. F. , Clark, L., Abramson, Beth L. , Friedman, Steven , Atkinson, Paul , Suskin, Neville , Scheuermeyer, Frank , Humphries, Karin H. , Mondoux, Shawn , Ainsworth, Craig , Borges, Flávia K. , Worster, Andrew , McRae, Andrew D. , Jaffe, Allan S. , Belley-Cote, Emilie P , Knauer, Michael , Thorlacius, Laurel , Fung, Angela W S , Yip, Paul M , Friedman, Steven M , Suskin, Neville , Ainsworth, Craig , Borges, Flavia , McRae, Andrew , Jaffe, Allan S. , Beriault, Daniel R , Choi, Won-Shik, Taher, Jennifer , Shea, Jennifer L. , McLaren, Jesse T. T. , Chen‐Tournoux, Annabel , Sivilotti, Marco L.A. , Thiruganasambandamoorthy, Venkatesh , Aakre, Kristin M.

Diagnostics | June 30, 2025 | Volume: 15 | Issue: 13 | Pages: 1652

10.3390/diagnostics15131652 Get It

Background: In the emergency setting, many diagnostic pathways incorporate change in high-sensitivity cardiac troponin (hs-cTn) concentrations (i.e., the delta) to classify patients as low-risk (rule-out) or high-risk (rule-in) for possible myocardial infarction (MI). However, the impact of analytical variation on the delta for correct classification is unknown, especially at concentrations below and around the 99th percentile. Our objective was to assess the impact of delta variation for correct risk classification across the European Society of Cardiology (ESC 0/1 h and 0/2 h), the High-STEACS, and the common change criteria (3C) pathways. Methods: A yearlong accuracy study for hs-cTnT was performed where laboratories across Canada tested three patient-based samples (level 1 target value = 6 ng/L, level 2 target value = 9 ng/L, level 3 target value = 12 ng/L) monthly across 41 different analyzers. The assigned low-delta between levels 1 and 2 was 3 ng/L (i.e., 9 − 6 = 3 ng/L) and the assigned high-delta between levels 1 and 3 was 6 ng/L (i.e., 12 − 6 = 6 ng/L). The low- and high-deltas for each analyzer were determined monthly from the measured values, with the difference calculated from the assigned deltas. The obtained deltas were then assessed via the different pathways on correct classification (i.e., percent correct with 95% confidence intervals, CI) and using non-parametric analyses. Results: The median (interquartile range) difference between the measured versus assigned low-delta (n = 436) and high-delta (n = 439) was −1 ng/L (−1 to 0). The correct classification differed among the pathways. The ESC 0/1 h pathway yielded the lowest percentage of correct classification at 35.3% (95% CI: 30.8 to 40.0) for the low-delta and 90.0% (95% CI: 86.8 to 92.6) for the high-delta. The 3C and ESC 0/2 h pathways yielded higher and equivalent estimates on correct classification: 95.2% (95% CI: 92.7 to 97.0) for the low-delta and 98.2% (95% CI: 96.4 to 99.2) for the high-delta. The High-STEACS pathway yielded 99.5% (95% CI: 98.4 to 99.9) of correct classifications for the high-delta but only 36.2% (95% CI: 31.7 to 40.9) for the low-delta. Conclusions: Analytical variation will impact risk classification for MI when using hs-cTn deltas alone per the pathways. The 3C and ESC 0/2 h pathways have <5% misclassification when using deltas for hs-cTnT in this dataset. Additional studies with different hs-cTnI assays at concentrations below and near the 99th percentile are warranted to confirm these findings.
Association of Preoperative Growth Differentiation Factor-15 Concentrations and Postoperative Cardiovascular Events after Major Noncardiac Surgery
Duceppe, Emmanuelle , Conen, David , Tiboni, Maria , Kavsak, Peter A. , Srinathan, Sadeesh, Pearse, Rupert M. , Jaffe, Allan S. , Heels‐Ansdell, Diane , Garg, Amit X. , Pettit, Shirley , Sapsford, Robert J., Borges, Flávia K. , Chan, Matthew T.V. , Patel, Ameen , Sessler, Daniel I. , Ofori, Sandra , Jaffe, Allan S. , Devereaux, P.J.

Anesthesiology | April 11, 2023 | Volume: 138 | Issue: 5 | Pages: 508-522

10.1097/aln.0000000000004539 Get It

Background The association between growth differentiation factor-15 concentrations and cardiovascular disease has been well described. The study hypothesis was that growth differentiation factor-15 may help cardiac risk stratification in noncardiac surgical patients, in addition to clinical evaluation. Methods The objective of the study was to determine whether preoperative serum growth differentiation factor-15 is associated with the composite primary outcome of myocardial injury after noncardiac surgery and vascular death at 30 days and can improve cardiac risk prediction in noncardiac surgery. This is a prospective cohort study of patients 45 yr or older having major noncardiac surgery. The association between preoperative growth differentiation factor-15 and the primary outcome was determined after adjusting for the Revised Cardiac Risk Index. Preoperative N-terminal-pro hormone brain natriuretic peptide was also added to compare predictive performance with growth differentiation factor-15. Results Between October 27, 2008, and October 30, 2013, a total of 5,238 patients were included who had preoperative growth differentiation factor-15 measured (median, 1,325; interquartile range, 880 to 2,132 pg/ml). The risk of myocardial injury after noncardiac surgery and vascular death was 99 of 1,705 (5.8%) for growth differentiation factor-15 less than 1,000 pg/ml, 161 of 1,332 (12.1%) for growth differentiation factor-15 1,000 to less than 1,500 pg/ml, 302 of 1476 (20.5%) for growth differentiation factor-15 1,500 to less than 3,000 pg/ml, and 247 of 725 (34.1%) for growth differentiation factor-15 concentrations 3,000 pg/ml or greater. Compared to patients who had growth differentiation factor-15 concentrations less than 1,000 pg/ml, the corresponding adjusted hazard ratio for each growth differentiation factor-15 category was 1.93 (95% CI, 1.50 to 2.48), 3.04 (95% CI, 2.41 to 3.84), and 4.8 (95% CI, 3.76 to 6.14), respectively. The addition of growth differentiation factor-15 improved cardiac risk classification by 30.1% (301 per 1,000 patients) compared to Revised Cardiac Risk Index alone. It also provided additional risk classification beyond the combination of preoperative N-terminal-pro hormone brain natriuretic peptide and Revised Cardiac Risk Index (16.1%; 161 per 1,000 patients). Conclusions Growth differentiation factor-15 is strongly associated with 30-day risk of major cardiovascular events and significantly improved cardiac risk prediction in patients undergoing noncardiac surgery. Editor’s Perspective What We Already Know about This Topic What This Article Tells Us That Is New
High-sensitivity Troponin I Predicts Major Cardiovascular Events after Non-Cardiac Surgery: A Vascular Events in Non-Cardiac Surgery Patients Cohort Evaluation (VISION) Substudy
Borges, Flávia K. , Duceppe, Emmanuelle , Heels‐Ansdell, Diane , Tandon, Vikas , Pearse, Rupert M. , Srinathan, Sadeesh, Garg, Amit X. , Sapsford, Robert J., Marcucci, Maura , Kavsak, Peter A. , Pettit, Shirley , McGillion, Michael , Conen, David , Thomas, Sabu , Mueller, Christian, Jaffe, Allan S. , Whitlock, Richard , Mueller, Christian , Jaffe, Allan S. , Borges, Flavia , Patel, Ameen , Sessler, Daniel I. , Chan, Matthew T.V. , Ofori, Sandra , Spence, Jessica , Belley‐Côté, Emilie P. , Whitlock, Richard , Lamy, Andre L. , Devereaux, P.J.

Clinical Chemistry | February 10, 2023 | Volume: 69 | Issue: 5 | Pages: 492-499

10.1093/clinchem/hvad005 Get It

Abstract Background Myocardial injury after non-cardiac surgery (MINS), based on measurement of troponin T, is associated with perioperative major adverse cardiovascular events (MACE). We therefore determined the high-sensitivity troponin I (hsTnI) thresholds associated with 30 day MACE after non-cardiac surgery. Methods We performed a nested biobank cohort study of 4553 patients from the Vascular Events in Non-Cardiac Surgery Patients Cohort Evaluation (VISION) Study. We measured hsTnI (ADVIA Centaur® hsTnI assay) on postoperative days 1 to 3 in patients ≥45 years undergoing non-cardiac surgery. An iterative Cox proportional hazard model determined peak postoperative hsTnI thresholds independently associated with MACE (i.e., death, myocardial infarction occurring on postoperative day 4 or after, non-fatal cardiac arrest, or congestive heart failure) within 30 days after surgery. Results MACE occurred in 89/4545 (2.0%) patients. Peak hsTnI values of &lt;75 ng/L, 75 ng/L to &lt;1000 ng/L, and ≥1000 ng/L were associated with 1.2% (95% CI, 0.9–1.6), 7.1% (95% CI, 4.8–10.5), and 25.9% (95% CI, 16.3–38.4) MACE, respectively. Compared to peak hsTnI &lt;75 ng/L, values 75 ng/L to &lt;1000 ng/L and ≥1000 ng/L were associated with adjusted hazard ratios (aHR) of 4.53 (95% CI, 2.75–7.48) and 16.17 (95% CI, 8.70–30.07), respectively. MACE was observed in 9% of patients with peak hsTnI ≥75 ng/L vs 1% in patients with peak hsTnI &lt;75 ng/L (aHR 5.76; 95% CI, 3.64–9.11). A peak hsTnI ≥75 ng/L was associated with MACE in the presence (aHR 9.35; 95% CI, 5.28–16.55) or absence (aHR 3.99; 95% CI, 2.19–7.25) of ischemic features of myocardial injury. Conclusion A peak postoperative hsTnI ≥75 ng/L was associated with &gt;5-fold increase in the risk of 30 days MACE compared to levels &lt;75 ng/L. This threshold could be used for MINS diagnosis when the ADVIA Centaur hsTnI assay is used. Clinicaltrials.gov Registration Number: NCT00512109.