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A validation study comparing cheetah monitor cardiac output to thermodilution cardiac output in patients with severe mitral regurgitation
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  • Published: 27 January 2026

A validation study comparing cheetah monitor cardiac output to thermodilution cardiac output in patients with severe mitral regurgitation

  • Ludmil Mitrev1,4,
  • Michael Rosenbloom2,
  • Georges Kaddissi3,
  • Ahmed Awad1,
  • Janah Aji3,
  • Jeffrey Ogbara3,
  • Keyur Trivedi1 &
  • …
  • Noud van Helmond1 

Scientific Reports , Article number:  (2026) Cite this article

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Cardiology
  • Medical research

Abstract

Monitoring cardiac output (CO) is helpful in the perioperative management of the patient with severe mitral regurgitation (MR). We assessed the accuracy and precision of the Cheetah CO monitor in patients with moderate or severe MR undergoing right and left heart catheterization as part of their pre-operative evaluation for mitral valve surgery. Cheetah CO was obtained concurrently with thermodilution CO (TD CO). Bias data was non-normally distributed; therefore, a non-parametric equivalent to Bland and Altman limits of agreement was used. Additionally, the proportions of differences between the experimental and reference method that were ≤ 0.5 L/min, ≤ 1 L/min, and >1 L/min were calculated. Twenty-seven subjects were enrolled and completed the study. The median difference between Cheetah and TD CO measurements was − 0.82 L/min, and the 5th and 95th centiles were − 6.05 L/min and 3.25 L/min, respectively. Of all differences, 25.9%, 51.9%, and 48.1% were ≤ 0.5 L/min, ≤ 1 L/min, and > 1 L/min. No proportional bias was present. We conclude that the Cheetah CO measurements in patients with moderate to severe MR cannot be used interchangeably with TD CO due to a large bias and imprecision.

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Data availability

The complete dataset is available from the Figshare public repository at [https://doi.org/10.6084/m9.figshare.30099667].

References

  1. Stetz, C. W., Miller, R. G., Kelly, G. E. & Raffin, T. A. Reliability of the thermodilution method in the determination of cardiac output in clinical practice. Am. Rev. Respir. Dis. 126, 1001–1004. https://doi.org/10.1164/arrd.1982.126.6.1001 (1982).

    Google Scholar 

  2. Nishikawa, T. & Dohi, S. Errors in the measurement of cardiac output by thermodilution. Can. J. Anaesth. = J. Canadien D’anesthesie. 40, 142–153. https://doi.org/10.1007/BF03011312 (1993).

    Google Scholar 

  3. Chen, Y. et al. Right heart Catheterization-Related complications: A review of the literature and best practices. Cardiol. Rev. 28, 36–41. https://doi.org/10.1097/crd.0000000000000270 (2020).

    Google Scholar 

  4. Keren, H., Burkhoff, D. & Squara, P. Evaluation of a noninvasive continuous cardiac output monitoring system based on thoracic bioreactance. Am. J. Physiol. Heart Circ. Physiol. 293, H583–589. https://doi.org/10.1152/ajpheart.00195.2007 (2007).

    Google Scholar 

  5. Narang, N. et al. Inaccuracy of estimated resting oxygen uptake in the clinical setting. Circulation 129, 203–210. https://doi.org/10.1161/circulationaha.113.003334 (2014).

    Google Scholar 

  6. Dhingra, V. K., Fenwick, J. C., Walley, K. R., Chittock, D. R. & Ronco, J. J. Lack of agreement between thermodilution and Fick cardiac output in critically ill patients. Chest 122, 990–997. https://doi.org/10.1378/chest.122.3.990 (2002).

    Google Scholar 

  7. Espersen, K. et al. Comparison of cardiac output measurement techniques: thermodilution, Doppler, CO2-rebreathing and the direct Fick method. Acta Anaesthesiol. Scand. 39, 245–251 (1995).

    Google Scholar 

  8. Marik, P. E. Noninvasive cardiac output monitors: a state-of the-art review. J. Cardiothorac. Vasc. Anesth. 27, 121–134. https://doi.org/10.1053/j.jvca.2012.03.022 (2013).

    Google Scholar 

  9. Ng, H. W., Walley, T. J. & Mostafa, S. M. Comparison of thermodilution, thoracic electrical bioimpedance and doppler ultrasound cardiac output measurement. Br. J. Anaesth. 73, 119–120 (1994).

    Google Scholar 

  10. Peyton, P. J. & Chong, S. W. Minimally invasive measurement of cardiac output during surgery and critical care: a meta-analysis of accuracy and precision. Anesthesiology 113, 1220–1235. https://doi.org/10.1097/ALN.0b013e3181ee3130 (2010).

    Google Scholar 

  11. Squara, P. et al. Noninvasive cardiac output monitoring (NICOM): a clinical validation. Intensive Care Med. 33, 1191–1194. https://doi.org/10.1007/s00134-007-0640-0 (2007).

    Google Scholar 

  12. Raval, N. Y. et al. Multicenter evaluation of noninvasive cardiac output measurement by bioreactance technique. J. Clin. Monit. Comput. 22, 113–119. https://doi.org/10.1007/s10877-008-9112-5 (2008).

    Google Scholar 

  13. Rich, J. D., Archer, S. L. & Rich, S. Evaluation of noninvasively measured cardiac output in patients with pulmonary hypertension. Am. J. Respir. Crit Care Med. 183, A6440. https://doi.org/10.1164/ajrccm-conference.2011.183.1_MeetingAbstracts.A6440 (2011).

    Google Scholar 

  14. Joosten, A. et al. Accuracy and precision of non-invasive cardiac output monitoring devices in perioperative medicine: a systematic review and meta-analysisdagger. Br. J. Anaesth. 118, 298–310. https://doi.org/10.1093/bja/aew461 (2017).

    Google Scholar 

  15. Squara, P., Rotcajg, D., Denjean, D., Estagnasie, P. & Brusset, A. Comparison of monitoring performance of bioreactance vs. pulse contour during lung recruitment maneuvers. Crit. Care. 13, R125. https://doi.org/10.1186/cc7981 (2009).

    Google Scholar 

  16. Pereira, A. et al. Thermodilution vs indirect Fick cardiac output measurement in clinical practice: insights from a tertiary centre. Eur. Heart J. 41 https://doi.org/10.1093/ehjci/ehaa946.2252 (2020).

  17. Opotowsky, A. R. et al. Thermodilution vs estimated Fick cardiac output measurement in clinical practice: an analysis of mortality from the veterans affairs clinical Assessment, Reporting, and tracking (VA CART) program and Vanderbilt university. JAMA Cardiol. 2, 1090–1099. https://doi.org/10.1001/jamacardio.2017.2945 (2017).

    Google Scholar 

  18. Bland, J. M. & Altman, D. G. Measuring agreement in method comparison studies. Stat. Methods Med. Res. 8, 135–160. https://doi.org/10.1177/096228029900800204 (1999).

    Google Scholar 

  19. Huang, L., Critchley, L. A. & Zhang, J. Major upper abdominal surgery alters the calibration of bioreactance cardiac output Readings, the NICOM, when comparisons are made against suprasternal and esophageal doppler intraoperatively. Anesth. Analg. 121, 936–945. https://doi.org/10.1213/ANE.0000000000000889 (2015).

    Google Scholar 

  20. Montenij, L. J., Buhre, W. F., Jansen, J. R., Kruitwagen, C. L. & de Waal, E. E. Methodology of method comparison studies evaluating the validity of cardiac output monitors: a Stepwise approach and checklist. Br. J. Anaesth. 116, 750–758. https://doi.org/10.1093/bja/aew094 (2016).

    Google Scholar 

  21. Cecconi, M., Rhodes, A., Poloniecki, J., Della Rocca, G. & Grounds, R. M. Bench-to-bedside review: the importance of the precision of the reference technique in method comparison studies – with specific reference to the measurement of cardiac output. Crit. Care. 13, 201. https://doi.org/10.1186/cc7129 (2009).

    Google Scholar 

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Acknowledgements

We acknowledge Brian McEniry, CRC, for his outstanding contributions to the data collection and management of this study.

Funding

This was an investigator-initiated study supported by an unrestricted research grant by Baxter Healthcare Corporation Inc., Deerfield, IL, USA, awarded to Cooper University Healthcare. In addition, Baxter supplied the Cheetah monitor sensors necessary for the measurements. The funder was not involved in the conduct of the research, data interpretation, manuscript drafting, or the decision to publish.

Author information

Authors and Affiliations

  1. Department of Anaesthesiology, Division of Cardiac Anaesthesia, Cooper University Healthcare, One Cooper Plaza, Camden, 08103, NJ, USA

    Ludmil Mitrev, Ahmed Awad, Keyur Trivedi & Noud van Helmond

  2. Department of Cardiothoracic Surgery, Cooper University Healthcare, One Cooper Plaza, Camden, 08103, NJ, USA

    Michael Rosenbloom

  3. Department of Cardiology, Cooper University Healthcare, One Cooper Plaza, Camden, 08103, NJ, USA

    Georges Kaddissi, Janah Aji & Jeffrey Ogbara

  4. Department of Anaesthesiology, Division of Cardiothoracic and Vascular Anaesthesia, Cooper University Healthcare, One Cooper Plaza, Camden, 08103, NJ, USA

    Ludmil Mitrev

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Contributions

L.M. and N.v.H. participated in study conception, design, data analysis and manuscript preparation. N.v.H. prepared all figures and tables. L.M., M.R., G.K., A.A., J.A., J.O. and K.T. participated in enrolment, data collection and manuscript editing.

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Correspondence to Ludmil Mitrev.

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The authors declare no competing interests.

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Cite this article

Mitrev, L., Rosenbloom, M., Kaddissi, G. et al. A validation study comparing cheetah monitor cardiac output to thermodilution cardiac output in patients with severe mitral regurgitation. Sci Rep (2026). https://doi.org/10.1038/s41598-026-37478-y

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  • Received: 12 March 2025

  • Accepted: 22 January 2026

  • Published: 27 January 2026

  • DOI: https://doi.org/10.1038/s41598-026-37478-y

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Keywords

  • Mitral regurgitation
  • Cardiac output
  • Non-invasive cardiac output monitoring
  • Cheetah monitor
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