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Soussi S, Tarvasmäki T, Kimmoun A, Ahmadiankalati M, Azibani F, dos Santos CC, Duarte K, Gayat E, Jentzer JC, Harjola VP, Hibbert B, Jung C, Johan L, Levy B, Lu Z, Lawler PR, Marshall JC, Pöss J, Sadoune M, Nguyen A, Raynor A, Peoc'h K, Thiele H, Mathew R, Mebazaa A. Identifying biomarker-driven subphenotypes of cardiogenic shock: analysis of prospective cohorts and randomized controlled trials. EClinicalMedicine 2025; 79:103013. [PMID: 39802301 PMCID: PMC11718329 DOI: 10.1016/j.eclinm.2024.103013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 11/30/2024] [Accepted: 12/03/2024] [Indexed: 01/16/2025] Open
Abstract
Background Cardiogenic shock (CS) is a heterogeneous clinical syndrome, making it challenging to predict patient trajectory and response to treatment. This study aims to identify biological/molecular CS subphenotypes, evaluate their association with outcome, and explore their impact on heterogeneity of treatment effect (ShockCO-OP, NCT06376318). Methods We used unsupervised clustering to integrate plasma biomarker data from two prospective cohorts of CS patients: CardShock (N = 205 [2010-2012, NCT01374867]) and the French and European Outcome reGistry in Intensive Care Units (FROG-ICU) (N = 228 [2011-2013, NCT01367093]) to determine the optimal number of classes. Thereafter, a simplified classifier (Euclidean distances) was used to assign the identified CS subphenotypes in three completed randomized controlled trials (RCTs) (OptimaCC, N = 57 [2011-2016, NCT01367743]; DOREMI, N = 192 [2017-2020, NCT03207165]; and CULPRIT-SHOCK, N = 434 [2013-2017, NCT01927549]) and explore heterogeneity of treatment effect with respect to 28-day mortality (primary outcome). Findings Four biomarker-driven CS subphenotypes ('adaptive', 'non-inflammatory', 'cardiopathic', and 'inflammatory') were identified separately in the two cohorts. Patients in the inflammatory and cardiopathic subphenotypes had the highest 28-day mortality (p (log-rank test) = 0.0099 and 0.0055 in the CardShock and FROG-ICU cohorts, respectively). Subphenotype membership significantly improved risk stratification when added to traditional risk factors including the Society for Cardiovascular Angiography and Interventions (SCAI) shock stages (increase in Harrell's C-index by 4% (p = 0.033) and 6% (p = 0.0068) respectively in the CardShock and the FROG-ICU cohorts). The simplified classifier identified CS subphenotypes with similar biological/molecular and outcome characteristics in the three independent RCTs. No significant interaction was observed between treatment effect and subphenotypes. Interpretation Subphenotypes with the highest concentration of biomarkers of endothelial dysfunction and inflammation (inflammatory) or myocardial injury/fibrosis (cardiopathic) were associated with mortality independently from the SCAI shock stages. Funding Dr Sabri Soussi was awarded the Canadian Institutes of Health Research (CIHR) Doctoral Foreign Study Award (DFSA) and the Merit Awards Program (Department of Anesthesiology and Pain Medicine, University of Toronto, Canada) for the current study.
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Affiliation(s)
- Sabri Soussi
- Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, Ontario, Canada
- University of Paris Cité, Inserm UMR-S 942, Cardiovascular Markers in Stress Conditions (MASCOT), Paris, France
| | - Tuukka Tarvasmäki
- Heart and Lung Center, Cardiology, Helsinki University Hospital and University of Helsinki, Finland
| | - Antoine Kimmoun
- CHRU de Nancy, 26920, Service de Réanimation Médicale Brabois, Nancy, Grand Est, France
- INSERM, 27102, U 1433 CIC-P, Paris, Île-de-France, France
- Université de Lorraine, 137665, CHRU de Nancy, Nancy, Grand Est, France
| | | | - Feriel Azibani
- University of Paris Cité, Inserm UMR-S 942, Cardiovascular Markers in Stress Conditions (MASCOT), Paris, France
| | - Claudia C. dos Santos
- Interdepartmental Division of Critical Care, St Michael's Hospital, Keenan Research Centre for Biomedical Science and Institute of Medical Sciences, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Kevin Duarte
- Université de Lorraine, Centre D’Investigations Cliniques Plurithématique, Institut National de la Santé et de la Recherche Médicale U1116, Nancy, France
| | - Etienne Gayat
- University of Paris Cité, Inserm UMR-S 942, Cardiovascular Markers in Stress Conditions (MASCOT), Paris, France
- Department of Anaesthesiology, Critical Care, Lariboisière - Saint-Louis Hospitals, DMU Parabol, Assistance Publique-Hôpitaux de Paris Nord, University of Paris Cité, France
| | - Jacob C. Jentzer
- Department of Cardiovascular Medicine, Mayo Clinic Rochester, Rochester, MN, 55905, USA
| | - Veli-Pekka Harjola
- Department of Emergency Medicine, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Benjamin Hibbert
- Department of Cardiovascular Medicine, Mayo Clinic Rochester, Rochester, MN, 55905, USA
- CAPITAL Research Group, Division of Cardiology, Department of Medicine, University of Ottawa, Heart Institute, Ottawa, Canada
| | - Christian Jung
- Department of Cardiology, Pulmonology and Angiology, University Hospital, Düsseldorf, Germany
| | - Lassus Johan
- Heart and Lung Center, Cardiology, Helsinki University Hospital and University of Helsinki, Finland
| | - Bruno Levy
- CHRU de Nancy, 26920, Service de Réanimation Médicale Brabois, Nancy, Grand Est, France
- INSERM, 27102, U 1433 CIC-P, Paris, Île-de-France, France
- Université de Lorraine, 137665, CHRU de Nancy, Nancy, Grand Est, France
| | - Zihang Lu
- Department of Public Health Sciences, Queen's University, Kingston, ON, Canada
| | - Patrick R. Lawler
- McGill University Health Centre, Montreal, QC, Canada
- Peter Munk, University of Toronto, Toronto, ON, Canada
| | - John C. Marshall
- Interdepartmental Division of Critical Care, St Michael's Hospital, Keenan Research Centre for Biomedical Science and Institute of Medical Sciences, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Janine Pöss
- Heart Center Leipzig at University of Leipzig and Leipzig Heart Science, Leipzig, Germany
| | - Malha Sadoune
- University of Paris Cité, Inserm UMR-S 942, Cardiovascular Markers in Stress Conditions (MASCOT), Paris, France
| | - Alexis Nguyen
- University of Paris Cité, Inserm UMR-S 942, Cardiovascular Markers in Stress Conditions (MASCOT), Paris, France
| | - Alexandre Raynor
- Clinical Biochemistry Laboratory, Bichat Hospital, APHP, Paris, France
| | - Katell Peoc'h
- Clinical Biochemistry Laboratory, Bichat Hospital, APHP, Paris, France
- Université Paris Cité, CRI, UMR 1149, Inserm, F-75018, Paris, France
| | - Holger Thiele
- Heart Center Leipzig at University of Leipzig and Leipzig Heart Science, Leipzig, Germany
| | - Rebecca Mathew
- CAPITAL Research Group, Division of Cardiology, Department of Medicine, University of Ottawa, Heart Institute, Ottawa, Canada
| | - Alexandre Mebazaa
- University of Paris Cité, Inserm UMR-S 942, Cardiovascular Markers in Stress Conditions (MASCOT), Paris, France
- Department of Anaesthesiology, Critical Care, Lariboisière - Saint-Louis Hospitals, DMU Parabol, Assistance Publique-Hôpitaux de Paris Nord, University of Paris Cité, France
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Cavefors O, Einarsson F, Holmqvist J, Bech‐Hanssen O, Ricksten S, Redfors B, Oras J. Cardiac biomarkers for screening and prognostication of cardiac dysfunction in critically ill patients. ESC Heart Fail 2024; 11:4009-4018. [PMID: 39087599 PMCID: PMC11631294 DOI: 10.1002/ehf2.14980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 04/04/2024] [Accepted: 07/01/2024] [Indexed: 08/02/2024] Open
Abstract
AIMS This study aimed to assess the use of high-sensitivity troponin T (hsTNT) and N-terminal pro-brain natriuretic peptide (NT-proBNP) in screening for cardiac dysfunction [left ventricular (LV) systolic or diastolic dysfunction or right ventricular (RV) dysfunction] in mixed intensive care unit (ICU) patients and establish whether these biomarkers are independently associated with an increased risk of death. METHODS We performed a secondary analysis of a single-centre prospective observational study in which consecutive ICU patients were examined with transthoracic echocardiography (TTE) and cardiac biomarkers. Patients with systolic or diastolic LV dysfunction, RV dysfunction or a combination of these were compared with patients with normal cardiac function. Sensitivity and specificity for different cut-off levels were calculated using receiver operating characteristic curves. Regression models were used to evaluate the associations between cardiac biomarkers, sepsis, renal failure and mortality. RESULTS A total of 276 patients were included. Most of the patients had cardiac dysfunction on TTE (64%). Combined cardiac dysfunction was most prevalent (71 patients, 26%), followed by isolated diastolic LV dysfunction (40 patients, 15%). Levels of hsTNT and NT-proBNP were higher in all types of cardiac dysfunction versus patients with normal cardiac function. The area under the curve (AUC) for hsTNT to detect any cardiac dysfunction was 0.75. An optimal cut-off at 30.5 ng/L rendered a positive predictive value (PPV) of 80% and a negative predictive value (NPV) of 58%. The AUC for NT-proBNP to detect any cardiac dysfunction was 0.788. Using an optimal cut-off at 1145 ng/L rendered a PPV of 86% and an NPV of 58%. Using a clinically relevant 90% sensitivity for detecting cardiac dysfunction put the cut-offs at 14.1 ng/L for hsTNT and 247 ng/L for NT-proBNP, resulting in a specificity of 48% and 46%, respectively. Levels of NT-proBNP were associated with sepsis and renal failure (P < 0.001), while levels of hsTNT were associated with renal failure only (P < 0.001) after adjustment for cardiac dysfunction. Levels of biomarkers were associated with an increased risk of 90 day mortality after adjustments for age, Simplified Acute Physiology Score 3, cardiac dysfunction and factors independently associated with biomarker increase (sepsis and renal failure) (P = 0.048 for hsTNT and P < 0.006 for NT-proBNP). CONCLUSION Cardiac biomarkers, hsTNT and NT-proBNP, are strongly correlated to cardiac dysfunction in ICU patients and have a robust association with increased mortality. However, the relatively low NPV and the low specificity at relevant sensitivity levels of the biomarkers make them unsuitable for use in screening for cardiac dysfunction.
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Affiliation(s)
- Oscar Cavefors
- Department of Anaesthesiology and Intensive Care MedicineSahlgrenska Academy, University of GothenburgGothenburgSweden
- Department of Anaesthesiology and Intensive Care MedicineSahlgrenska University HospitalGothenburgSweden
| | - Freyr Einarsson
- Department of Anaesthesiology and Intensive Care MedicineSahlgrenska Academy, University of GothenburgGothenburgSweden
| | - Jakob Holmqvist
- Department of Anaesthesiology and Intensive Care MedicineSahlgrenska Academy, University of GothenburgGothenburgSweden
- Department of Anaesthesiology and Intensive Care MedicineSahlgrenska University HospitalGothenburgSweden
| | - Odd Bech‐Hanssen
- Department of Clinical PhysiologySahlgrenska Academy, University of GothenburgGothenburgSweden
| | - Sven‐Erik Ricksten
- Department of Anaesthesiology and Intensive Care MedicineSahlgrenska Academy, University of GothenburgGothenburgSweden
| | - Björn Redfors
- Department of CardiologySahlgrenska Academy, University of GothenburgGothenburgSweden
| | - Jonatan Oras
- Department of Anaesthesiology and Intensive Care MedicineSahlgrenska Academy, University of GothenburgGothenburgSweden
- Department of Anaesthesiology and Intensive Care MedicineSahlgrenska University HospitalGothenburgSweden
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3
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van Lier D, Deniau B, Santos K, Hartmann O, Dudoignon E, Depret F, Plaud B, Laterre PF, Mebazaa A, Pickkers P. Circulating dipeptidyl peptidase 3 and bio-adrenomedullin levels are associated with impaired outcomes in critically ill COVID-19 patients: a prospective international multicentre study. ERJ Open Res 2023; 9:00342-2022. [PMID: 36628268 PMCID: PMC9571166 DOI: 10.1183/23120541.00342-2022] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 10/04/2022] [Indexed: 01/13/2023] Open
Abstract
Introduction Dipeptidyl peptidase-3 (DPP3) is a protease involved in the degradation of several cardiovascular mediators. Adrenomedullin (bio-ADM) is a peptide essential for regulation of endothelial barrier function. In different shock-pathologies, both biomarkers are associated with disease severity, organ dysfunction and mortality. Associations with outcome in critically ill COVID-19 patients are unknown. The objectives of the present study were to investigate associations of bio-ADM and "circulating DPP3" (cDPP3) with short-term outcome in critically ill COVID-19 patients (n=80). Methods A multicentre prospective cohort study was performed. The primary end-point was 28-day mortality. Secondary end-points included different severities of acute kidney injury (AKI). Results cDPP3 levels were mainly associated with 28-day mortality; Area under the receiver operating characteristics (AUROCs) of 0.69 (0.56-0.82, p=0.023), 0.77 (0.64-0.90, p<0.001) and 0.81 (0.65-0.96, p<0.001) at admission, day 3 and day 7, respectively. In contrast, bio-ADM levels were mainly associated with AKI, with AUROCs of 0.64 (0.51-0.77, p=0.048), 0.75 (0.64-0.86, p<0.001) and 0.83 (0.74-0.93, p<0.001) for day 1, 3 and 7, respectively. Interestingly, patients with high levels of both cDPP3 and bio-ADM at day 7 had an additionally increased risk of 28-day mortality (hazard ratio 11.8; 95% CI 2.5-55.3, p<0.001). Conclusions cDPP3 and bio-ADM responses were associated with short-term mortality and AKI in critically ill COVID-19 patients, respectively. These findings suggest that treatment with specific antibodies modulating cDPP3 or bio-ADM-related pathways may improve outcome of COVID-19.
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Affiliation(s)
- Dirk van Lier
- Radboud University Medical Center, Department Intensive Care, Nijmegen, The Netherlands,Radboud University Medical Center, Radboud Center for Infectious Diseases, Nijmegen, The Netherlands
| | - Benjamin Deniau
- Department of Anesthesia, Burn and Critical Care, University Hospitals Saint-Louis – Lariboisière, AP-HP, Paris, France,Université de Paris Cité, Paris, France
| | - Karine Santos
- 4TEEN4 Pharmaceuticals GmbH, Hennigsdorf/Berlin, Germany
| | - Oliver Hartmann
- 4TEEN4 Pharmaceuticals GmbH, Hennigsdorf/Berlin, Germany,Sphingotec GmbH, Hennigsdorf/Berlin, Germany
| | - Emmanuel Dudoignon
- Department of Anesthesia, Burn and Critical Care, University Hospitals Saint-Louis – Lariboisière, AP-HP, Paris, France,Université de Paris Cité, Paris, France
| | - François Depret
- Department of Anesthesia, Burn and Critical Care, University Hospitals Saint-Louis – Lariboisière, AP-HP, Paris, France,Université de Paris Cité, Paris, France
| | - Benoit Plaud
- Department of Anesthesia, Burn and Critical Care, University Hospitals Saint-Louis – Lariboisière, AP-HP, Paris, France,Université de Paris Cité, Paris, France
| | | | - Alexandre Mebazaa
- Department of Anesthesia, Burn and Critical Care, University Hospitals Saint-Louis – Lariboisière, AP-HP, Paris, France
| | - Peter Pickkers
- Radboud University Medical Center, Department Intensive Care, Nijmegen, The Netherlands,Radboud University Medical Center, Radboud Center for Infectious Diseases, Nijmegen, The Netherlands
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van Lier D, Picod A, Marx G, Laterre PF, Hartmann O, Knothe C, Azibani F, Struck J, Santos K, Zimmerman J, Bergmann A, Mebazaa A, Pickkers P. Effects of enrichment strategies on outcome of adrecizumab treatment in septic shock: Post-hoc analyses of the phase II adrenomedullin and outcome in septic shock 2 trial. Front Med (Lausanne) 2022; 9:1058235. [PMID: 36530868 PMCID: PMC9751049 DOI: 10.3389/fmed.2022.1058235] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 11/07/2022] [Indexed: 08/19/2023] Open
Abstract
PURPOSE Adrecizumab, a non-neutralizing antibody of adrenomedullin (ADM) was recently investigated regarding its potential to restore endothelial barrier function in septic shock patients with high plasma ADM levels. Circulating dipeptidyl peptidase 3 (cDPP3), a protease involved in the degradation of several cardiovascular mediators, represents another biological pathway strongly associated with outcome in septic shock, although unrelated to ADM. Therefore, the prognosis of patients with elevated cDPP3 may not be influenced by Adrecizumab. Also, time until initiation of treatment may influence efficacy. OBJECTIVE To evaluate effects of cDPP3-based enrichment on treatment efficacy of Adrecizumab. MATERIALS AND METHODS Post-hoc analysis of AdrenOSS-2, a phase-II, double-blind, randomized, placebo-controlled biomarker-guided trial of Adrecizumab. RESULTS Compared to the total study cohort [HR for 28-day mortality of 0.84 (95% CI 0.53;1.31), p = 0.439], therapeutic benefit of Adrecizumab tended to be more pronounced in the subgroup of 249 patients with low cDPP3 (<50 ng/mL); [HR of 0.61 (95% CI 0.34;1.08), p = 0.085]. Median duration to study drug infusion was 8.5 h. In the subgroup of 129 patients with cDPP3 <50 ng/mL and an early start of treatment (<8.5 h after septic shock diagnosis) HR for 28-day mortality vs. placebo was 0.49 (95% CI 0.21-1.18), p = 0.105. In multivariate interaction analyses corrected for baseline disease severity, both cDPP3, as well as the cDPP3 * treatment interaction term were associated with a reduced HR for 28-day mortality in the Adrecizumab treated group; p = 0.015 for cDPP3 in univariate analysis, p = 0.025 for the interaction term between cDPP3 and treatment group. In contrast, treatment timing was not significantly associated with 28-day mortality in multivariate interaction analyses. DISCUSSION In septic shock patients with high ADM levels, a further post-hoc enrichment strategy based on cDPP3 may indicate (with all the caveats to be considered for post-hoc subgroup analyses) that therapeutic efficacy is most pronounced in patients with lower cDPP3 levels.
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Affiliation(s)
- Dirk van Lier
- Department of Intensive Care Medicine and Radboud Center for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, Netherlands
| | - Adrien Picod
- Anesthésie-Réanimation, Hôpital Lariboisière, AP–HP, Paris, France
| | - Gernot Marx
- Klinik fur Operative Intensivmedizin und Intermediate Care, Universitätsklinikum Aachen, Aachen, Germany
| | - Pierre-François Laterre
- Unité de Soins Intensifs, Cliniques Universitaires Saint-Luc (UCL Bruxelles), Brussels, Belgium
| | | | | | - Feriel Azibani
- Anesthésie-Réanimation, Hôpital Lariboisière, AP–HP, Paris, France
| | | | | | | | - Andreas Bergmann
- Sphingotec GmbH, Hennigsdorf, Germany
- Adrenomed AG, Hennigsdorf, Germany
| | - Alexandre Mebazaa
- Anesthésie-Réanimation, Hôpital Lariboisière, AP–HP, Paris, France
- Université de Paris, U942 Inserm, MASCOT, APHP, Fédération Hospitalo-Universitaire PROMICE, Hôpitaux Universitaires Saint-Louis-Lariboisière, Paris, France
| | - Peter Pickkers
- Department of Intensive Care Medicine and Radboud Center for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, Netherlands
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Binder NK, MacDonald TM, Beard SA, de Alwis N, Tong S, Kaitu’u-Lino TJ, Hannan NJ. Pre-Clinical Investigation of Cardioprotective Beta-Blockers as a Therapeutic Strategy for Preeclampsia. J Clin Med 2021; 10:3384. [PMID: 34362171 PMCID: PMC8348612 DOI: 10.3390/jcm10153384] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 07/23/2021] [Accepted: 07/28/2021] [Indexed: 12/14/2022] Open
Abstract
Despite significant maternal and fetal morbidity, a treatment for preeclampsia currently remains an unmet need in clinical care. As too does the lifelong cardiovascular risks imparted on preeclampsia sufferers. Endothelial dysfunction and end-organ injury are synonymous with both preeclampsia and cardiovascular disease, including heart failure. We propose that beta-blockers, known to improve endothelial dysfunction in the treatment of cardiovascular disease, and specifically known to reduce mortality in the treatment of heart failure, may be beneficial in the treatment of preeclampsia. Here, we assessed whether the beta-blockers carvedilol, bisoprolol, and metoprolol could quench the release of anti-angiogenic factors, promote production of pro-angiogenic factors, reduce markers of inflammation, and reduce endothelial dysfunction using our in vitro pre-clinical preeclampsia models encompassing primary placental tissue and endothelial cells. Here, we show beta-blockers effected a modest reduction in secretion of anti-angiogenic soluble fms-like tyrosine kinase-1 and soluble endoglin and increased expression of pro-angiogenic placental growth factor, vascular endothelial growth factor and adrenomedullin in endothelial cells. Beta-blocker treatment mitigated inflammatory changes occurring after endothelial dysfunction and promoted cytoprotective antioxidant heme oxygenase-1. The positive effects of the beta-blockers were predominantly seen in endothelial cells, with a less consistent response seen in placental cells/tissue. In conclusion, beta-blockers show potential as a novel therapeutic approach in the treatment of preeclampsia and warrant further investigation.
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Affiliation(s)
- Natalie K. Binder
- Translational Obstetrics Group, Department of Obstetrics and Gynaecology, University of Melbourne, Mercy Hospital for Women, Heidelberg 3084, Australia; (N.K.B.); (T.M.M.); (S.A.B.); (N.d.A.); (S.T.); (T.J.K.-L.)
- Therapeutics Discovery and Vascular Function Group, Department of Obstetrics and Gynaecology, University of Melbourne, Mercy Hospital for Women, Heidelberg 3084, Australia
- Mercy Perinatal, Mercy Hospital for Women, Heidelberg 3084, Australia
| | - Teresa M. MacDonald
- Translational Obstetrics Group, Department of Obstetrics and Gynaecology, University of Melbourne, Mercy Hospital for Women, Heidelberg 3084, Australia; (N.K.B.); (T.M.M.); (S.A.B.); (N.d.A.); (S.T.); (T.J.K.-L.)
- Mercy Perinatal, Mercy Hospital for Women, Heidelberg 3084, Australia
| | - Sally A. Beard
- Translational Obstetrics Group, Department of Obstetrics and Gynaecology, University of Melbourne, Mercy Hospital for Women, Heidelberg 3084, Australia; (N.K.B.); (T.M.M.); (S.A.B.); (N.d.A.); (S.T.); (T.J.K.-L.)
- Therapeutics Discovery and Vascular Function Group, Department of Obstetrics and Gynaecology, University of Melbourne, Mercy Hospital for Women, Heidelberg 3084, Australia
- Mercy Perinatal, Mercy Hospital for Women, Heidelberg 3084, Australia
| | - Natasha de Alwis
- Translational Obstetrics Group, Department of Obstetrics and Gynaecology, University of Melbourne, Mercy Hospital for Women, Heidelberg 3084, Australia; (N.K.B.); (T.M.M.); (S.A.B.); (N.d.A.); (S.T.); (T.J.K.-L.)
- Therapeutics Discovery and Vascular Function Group, Department of Obstetrics and Gynaecology, University of Melbourne, Mercy Hospital for Women, Heidelberg 3084, Australia
- Mercy Perinatal, Mercy Hospital for Women, Heidelberg 3084, Australia
| | - Stephen Tong
- Translational Obstetrics Group, Department of Obstetrics and Gynaecology, University of Melbourne, Mercy Hospital for Women, Heidelberg 3084, Australia; (N.K.B.); (T.M.M.); (S.A.B.); (N.d.A.); (S.T.); (T.J.K.-L.)
- Mercy Perinatal, Mercy Hospital for Women, Heidelberg 3084, Australia
| | - Tu’uhevaha J. Kaitu’u-Lino
- Translational Obstetrics Group, Department of Obstetrics and Gynaecology, University of Melbourne, Mercy Hospital for Women, Heidelberg 3084, Australia; (N.K.B.); (T.M.M.); (S.A.B.); (N.d.A.); (S.T.); (T.J.K.-L.)
- Mercy Perinatal, Mercy Hospital for Women, Heidelberg 3084, Australia
- Diagnostics Discovery and Reverse Translation, Department of Obstetrics and Gynaecology, University of Melbourne, Mercy Hospital for Women, Heidelberg 3084, Australia
| | - Natalie J. Hannan
- Translational Obstetrics Group, Department of Obstetrics and Gynaecology, University of Melbourne, Mercy Hospital for Women, Heidelberg 3084, Australia; (N.K.B.); (T.M.M.); (S.A.B.); (N.d.A.); (S.T.); (T.J.K.-L.)
- Therapeutics Discovery and Vascular Function Group, Department of Obstetrics and Gynaecology, University of Melbourne, Mercy Hospital for Women, Heidelberg 3084, Australia
- Mercy Perinatal, Mercy Hospital for Women, Heidelberg 3084, Australia
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