Is Cardiopulmonary Exercise Testing Predictive of Survival Outcomes in Patients Undergoing Surgery for Ovarian Cancer? †
Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Population
2.2. Data Collection
2.3. Outcomes
2.4. Statistical Analyses
3. Results
3.1. CPET Parameters and Overall Survival
3.2. Subgroup Analysis
3.3. CPET Parameters and Recurrence-Free Survival
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Moss, E.; Taylor, A.; Andreou, A.; Ang, C.; Arora, R.; Attygalle, A.; Banerjee, S.; Bowen, R.; Buckley, L.; Burbos, N.; et al. British Gynaecological Cancer Society (BGCS) ovarian, tubal and primary peritoneal cancer guidelines: Recommendations for practice update 2024. Eur. J. Obstet. Gynecol. Reprod. Biol. 2024, 300, 69–123. [Google Scholar] [CrossRef]
- Cancer Research UK. Ovarian Cancer Statistics. Available online: https://www.cancerresearchuk.org/health-professional/cancer-statistics/statistics-by-cancer-type/ovarian-cancer (accessed on 30 September 2024).
- Ovarian Cancer Audit Feasibility Pilot Study Group. Ovarian Cancer Audit Feasibility Pilot. In Disease Profile in England: Incidence, Mortality, Stage and Survival for Ovary, Fallopian tube and Primary Peritoneal Carcinomas; Public Health England: London, UK, 2020; Available online: https://digital.nhs.uk/ndrs/data/data-outputs/cancer-publications-and-tools/ovarian-cancer-audit-feasibility-pilot-ocafp---project-summary-report/disease-profile-in-england (accessed on 10 January 2025).
- Hall, M.; Savvatis, K.; Nixon, K.; Kyrgiou, M.; Hariharan, K.; Padwick, M.; Owens, O.; Cunnea, P.; Campbell, J.; Farthing, A.; et al. Maximal-Effort Cytoreductive Surgery for Ovarian Cancer Patients with a High Tumor Burden: Variations in Practice and Impact on Outcome. Ann. Surg. Oncol. 2019, 26, 2943–2951. [Google Scholar] [CrossRef] [PubMed]
- Fotopoulou, C.; Planchamp, F.; Aytulu, T.; Chiva, L.; Cina, A.; Ergönül, Ö.; Fagotti, A.; Haidopoulos, D.; Hasenburg, A.; Hughes, C.; et al. European Society of Gynaecological Oncology guidelines for the peri-operative management of advanced ovarian cancer patients undergoing debulking surgery. Int. J. Gynecol. Cancer 2021, 31, 1199–1206. [Google Scholar] [CrossRef] [PubMed]
- Inci, M.G.; Anders, L.; Woopen, H.; Richter, R.; Guzel, D.; Armbrust, R.; Sehouli, J. Frailty Index for prediction of surgical outcome in ovarian cancer: Results of a prospective study. Gynecol. Oncol. 2021, 161, 396–401. [Google Scholar] [CrossRef] [PubMed]
- Smits, A.; Smits, E.; Lopes, A.; Das, N.; Hughes, G.; Talaat, A.; Pollard, A.; Bouwman, F.; Massuger, L.; Bekkers, R.; et al. Body mass index, physical activity and quality of life of ovarian cancer survivors: Time to get moving? Gynecol. Oncol. 2015, 139, 148–154. [Google Scholar] [CrossRef]
- Smits, A.; Agius, C.-M.; Blake, D.; Ang, C.; Kucukmetin, A.; van Ham, M.; Pijnenborg, J.M.A.; Knight, J.; Rundle, S. Is Cardiopulmonary Exercise Testing Predictive of Surgical Complications in Patients Undergoing Surgery for Ovarian Cancer? Cancers 2023, 15, 5185. [Google Scholar] [CrossRef]
- Shalowitz, D.I.; Epstein, A.J.; Ko, E.M.; Giuntoli, R.L. Non-surgical management of ovarian cancer: Prevalence and implications. Gynecol. Oncol. 2016, 142, 30–37. [Google Scholar] [CrossRef]
- Argillander, T.; Heil, T.; Melis, R.; van Duijvendijk, P.; Klaase, J.; van Munster, B. Preoperative physical performance as predictor of postoperative outcomes in patients aged 65 and older scheduled for major abdominal cancer surgery: A systematic review. Eur. J. Surg. Oncol. 2022, 48, 570–581. [Google Scholar] [CrossRef]
- Chambers, D.; Wisely, N. Cardiopulmonary exercise testing—A beginner’s guide to the nine-panel plot. BJA Educ. 2019, 19, 158–164. [Google Scholar] [CrossRef]
- Levett, D.; Jack, S.; Swart, M.; Carlisle, J.; Wilson, J.; Snowden, C.; Riley, M.; Danjoux, G.; Ward, S.; Older, P.; et al. Perioperative cardiopulmonary exercise testing (CPET): Consensus clinical guidelines on indications, organization, conduct, and physiological interpretation. Br. J. Anaesth. 2018, 120, 484–500. [Google Scholar] [CrossRef]
- Moran, J.; Wilson, F.; Guinan, E.; McCormick, P.; Hussey, J.; Moriarty, J. Role of cardiopulmonary exercise testing as a risk-assessment method in patients undergoing intra-abdominal surgery: A systematic review. Br. J. Anaesth. 2016, 116, 177–191. [Google Scholar] [CrossRef] [PubMed]
- Steffens, D.; Ismail, H.; Denehy, L.; Beckenkamp, P.R.; Solomon, M.; Koh, C.; Bartyn, J.; Pillinger, N. Preoperative Cardiopulmonary Exercise Test Associated with Postoperative Outcomes in Patients Undergoing Cancer Surgery: A Systematic Review and Meta-Analyses. Ann. Surg. Oncol. 2021, 28, 7120–7146. [Google Scholar] [CrossRef] [PubMed]
- Chmelo, J.; Khaw, R.A.; Sinclair, R.C.F.; Navidi, M.; Phillips, A.W. Does Cardiopulmonary Testing Help Predict Long-Term Survival After Esophagectomy? Ann. Surg. Oncol. 2021, 28, 7291–7297. [Google Scholar] [CrossRef]
- Fardman, A.; Banschick, G.D.; Rabia, R.; Percik, R.; Fourey, D.; Segev, S.; Klempfner, R.; Grossman, E.; Maor, E. Cardiorespiratory fitness and survival following cancer diagnosis. Eur. J. Prev. Cardiol. 2021, 28, 1242–1249. [Google Scholar] [CrossRef] [PubMed]
- Cross, P.; Naik, R.; Patel, A.; Nayar, A.; Hemming, J.; Williamson, S.; Henry, J.; Edmondson, R.; Godfrey, K.; Galaal, K.; et al. Intra-operative frozen section analysis for suspected early-stage ovarian cancer: 11 years of Gateshead Cancer Centre experience. BJOG Int. J. Obstet. Gynaecol. 2011, 119, 194–201. [Google Scholar] [CrossRef]
- Ledermann, J.; Matias-Guiu, X.; Amant, F.; Concin, N.; Davidson, B.; Fotopoulou, C.; González-Martin, A.; Gourley, C.; Leary, A.; Lorusso, D.; et al. ESGO–ESMO–ESP consensus conference recommendations on ovarian cancer: Pathology and molecular biology and early, advanced and recurrent disease. Ann. Oncol. 2024, 35, 248–266. [Google Scholar] [CrossRef]
- Charlson, M.E.; Pompei, P.; Ales, K.L.; MacKenzie, C.R. A new method of classifying prognostic comorbidity in longitudinal studies: Development and validation. J. Chronic. Dis. 1987, 40, 373–383. [Google Scholar] [CrossRef]
- Du Bois, A.; Reuss, A.; Pujade-Lauraine, E.; Harter, P.; Ray-Coquard, I.; Pfisterer, J. Role of surgical outcome as prognostic factor in advanced epithelial ovarian cancer: A combined exploratory analysis of 3 prospectively randomized phase 3 multicenter trials: By the Arbeitsgemeinschaft Gynaekologische Onkologie Studiengruppe Ovarialkarzinom (AGO-OVAR) and the Groupe d’Investigateurs Nationaux Pour les Etudes des Cancers de l’Ovaire (GINECO).ECO). Cancer 2009, 115, 1234–1244. [Google Scholar] [CrossRef]
- Bracewell, A. High Risk and CPEX Patient Pathway (Elective), Local Protocol; Gateshead Health NHS Foundation trust, Queen Elizabeth Hospital: Gateshead, UK, 2021. [Google Scholar]
- National Cancer Institute Dictionary of Cancer Terms, Overall Survival. Available online: https://www.cancer.gov/publications/dictionaries/cancer-terms/def/overall-survival. (accessed on 23 April 2025).
- National Cancer Institute Dictionary of Cancer Terms, Recurrence. Available online: https://www.cancer.gov/publications/dictionaries/cancer-terms/def/recurrence. (accessed on 23 April 2025).
- Older, P.O.; Levett, D.Z.H. Cardiopulmonary Exercise Testing and Surgery. Ann. Am. Thorac. Soc. 2017, 14, 74–83. [Google Scholar] [CrossRef]
- Zhou, Y.; Chlebowski, R.; LaMonte, M.J.; Bea, J.W.; Qi, L.; Wallace, R.; Lavasani, S.; Walsh, B.W.; Anderson, G.; Vitolins, M.; et al. Body mass index, physical activity, and mortality in women diagnosed with ovarian cancer: Results from the Women’s Health Initiative. Gynecol. Oncol. 2014, 133, 4–10. [Google Scholar] [CrossRef]
- Thomson, C.A.; Crane, T.E.; Miller, A.; Gold, M.A.; Powell, M.; Bixel, K.; Van Le, L.; DiSilvestro, P.; Ratner, E.; Lele, S.; et al. Lifestyle intervention in ovarian cancer enhanced survival (LIVES) study (NRG/GOG0225): Recruitment, retention and baseline characteristics of a randomized trial of diet and physical activity in ovarian cancer survivors. Gynecol. Oncol. 2023, 170, 11–18. [Google Scholar] [CrossRef] [PubMed]
- Arbee-Kalidas, N.; Moutlana, H.J.; Moodley, Y.; Kebalepile, M.M.; Chakane, P.M. The association between cardiopulmonary exercise testing and postoperative outcomes in patients with lung cancer undergoing lung resection surgery: A systematic review and meta-analysis. PLoS ONE. 2023, 18, e0295430. [Google Scholar] [CrossRef]
- West, M.A.; Parry, M.G.; Lythgoe, D.; Barben, C.P.; Kemp, G.J.; Grocott, M.P.W.; Jack, S. Cardiopulmonary exercise testing for the prediction of morbidity risk after rectal cancer surgery. Br. J. Surg. 2014, 101, 1166–1172. [Google Scholar] [CrossRef]
- Jensen, M.T.; Holtermann, A.; Bay, H.; Gyntelberg, F. Cardiorespiratory fitness and death from cancer: A 42-year follow-up from the Copenhagen Male Study. Br. J. Sports Med. 2016, 51, 1364–1369. [Google Scholar] [CrossRef] [PubMed]
- DeBerardinis, R.J.; Chandel, N.S. Fundamentals of cancer metabolism. Sci. Adv. 2016, 2, e1600200. [Google Scholar] [CrossRef] [PubMed]
- Sarullo, F.M.; Fazio, G.; Brusca, I.; Fasullo, S.; Paterna, S.; Licata, P.; Novo, G.; Novo, S.; Di Pasquale, P. Cardiopulmonary Exercise Testing in Patients with Chronic Heart Failure: Prognostic Comparison from Peak VO2 and VE/VCO2 Slope. Open Cardiovasc. Med. J. 2010, 4, 127–134. [Google Scholar] [CrossRef]
- Wilson, R.J.T.; Yates, D.R.; Walkington, J.P.; Davies, S.J. Ventilatory inefficiency adversely affects outcomes and longer-term survival after planned colorectal cancer surgery. Br. J. Anaesth. 2019, 123, 238–245. [Google Scholar] [CrossRef] [PubMed]
- Cannioto, R.A.; LaMonte, M.J.; Kelemen, L.E.; Risch, H.A.; Eng, K.H.; Minlikeeva, A.N.; Hong, C.C.; Szender, J.B.; Sucheston-Campbell, L.; Joseph, J.M.; et al. Recreational physical inactivity and mortality in women with invasive epithelial ovarian cancer: Evidence from the Ovarian Cancer Association Consortium. Br. J. Cancer 2016, 115, 95–101. [Google Scholar] [CrossRef]
- Arthur, R.; Brasky, T.M.; Crane, T.E.; Felix, A.S.; Kaunitz, A.M.; Shadyab, A.H.; Qi, L.; Wassertheil-Smoller, S.; Rohan, T.E. Associations of a Healthy Lifestyle Index With the Risks of Endometrial and Ovarian Cancer Among Women in the Women’s Health Initiative Study. Am. J. Epidemiol. 2018, 188, 261–273. [Google Scholar] [CrossRef]
- Whelan, E.; Kalliala, I.; Semertzidou, A.; Raglan, O.; Bowden, S.; Kechagias, K.; Markozannes, G.; Cividini, S.; McNeish, I.; Marchesi, J.; et al. Risk Factors for Ovarian Cancer: An Umbrella Review of the Literature. Cancers 2022, 14, 2708. [Google Scholar] [CrossRef]
- Siao, C.-L.; Chang, W.-C.; Chen, C.-H.; Lee, Y.-H.; Lai, Y.-H. Symptoms, distress, finances, social support, resource utilization, and unmet care needs of patients with gynecological cancer. Eur. J. Oncol. Nurs. 2024, 72, 102686. [Google Scholar] [CrossRef] [PubMed]
- Driessen, H.P.; Busschbach, J.J.; Van Der Rijt, C.C.; Elfrink, E.J.; Raijmakers, N.J.; Van Roij, J.; Rietjens, J.; Kranenburg, L.W. Unmet care needs of patients with advanced cancer and their relatives: Multicentre observational study. BMJ Support. Palliat. Care. 2023, 14, e1413–e1421. [Google Scholar] [CrossRef] [PubMed]
- Dhanis, J.; Keidan, N.; Blake, D.; Rundle, S.; Strijker, D.; van Ham, M.; Pijnenborg, J.M.A.; Smits, A. Prehabilitation to Improve Outcomes of Patients with Gynaecological Cancer: A New Window of Opportunity? Cancers 2022, 14, 3448. [Google Scholar] [CrossRef] [PubMed]
- Saggu, R.K.; Barlow, P.; Butler, J.; Ghaem-Maghami, S.; Hughes, C.; Lagergren, P.; McGregor, A.H.; Shaw, C.; Wells, M. Considerations for multimodal prehabilitation in women with gynaecological cancers: A scoping review using realist principles. BMC Women’s Heal. 2022, 22, 300. [Google Scholar] [CrossRef]
- Yeganeh, L.; Harrison, C.; Vincent, A.J.; Teede, H.; Boyle, J.A. Effects of lifestyle modification on cancer recurrence, overall survival and quality of life in gynaecological cancer survivors: A systematic review and meta-analysis. Maturitas 2018, 111, 82–89. [Google Scholar] [CrossRef]
- Coletti, D. Chemotherapy-induced muscle wasting: An update. Eur. J. Transl. Myol. 2018, 28, 153–157. [Google Scholar] [CrossRef]
- NHS.UK Chemotherapy-Side Effects. NHS.UK. 2023. Available online: https://www.nhs.uk/conditions/chemotherapy/side-effects/ (accessed on 23 April 2025).
Characteristics | Study Population N = 303 | Percentage (%) |
---|---|---|
Age in years (median, range) | 64 (30–85) | |
ECOG | ||
0 | 167 | (55.1%) |
1 | 112 | (37.0%) |
2 | 20 | (6.6%) |
3 | 4 | (1.3%) |
BMI (kg/m2) | ||
Underweight (<18.5) | 5 | (1.7%) |
Normal (18.5–24.9) | 109 | (36.0%) |
Overweight (25–29.9) | 110 | (36.3%) |
Obese (30–39.9) | 66 | (21.8%) |
Morbidly obese (>40) | 12 | (4.0%) |
Not recorded | 1 | (0.3%) |
Charlson Comorbidity Index | ||
Low (0) | 158 | (52.1%) |
Medium (1–2) | 106 | (35.0%) |
High (3–4) | 29 | (9.6%) |
Very high (>4) | 10 | (3.3%) |
Smoking | ||
Yes | 30 | (9.9%) |
No | 271 | (89.4%) |
Unknown | 2 | (0.7%) |
ASA Score | ||
1 | 9 | (3.0%) |
2 | 163 | (53.8%) |
3 | 125 | (41.3%) |
4 | 1 | (0.3%) |
Unknown | 5 | (1.7%) |
Stage | ||
I | 46 | (15.2%) |
II | 18 | (6.0%) |
IIIa | 15 | (5.0%) |
IIIb | 15 | (5.0%) |
IIIc | 114 | (37.6%) |
IVa | 25 | (8.3%) |
IVb | 70 | (23.1%) |
Histology | ||
High-grade serous | 222 | (73.3%) |
Mucinous | 15 | (5.0%) |
Clear cell | 14 | (4.6%) |
Granulosa cell | 3 | (1.0%) |
Low-grade serous | 15 | (5.0%) |
Endometroid | 12 | (4.0%) |
Mixed | 8 | (2.6%) |
Others | 14 | (4.7%) |
Surgery | ||
Staging laparotomy | 55 | (18.1%) |
Primary surgery | 131 | (52.8%) |
Interval surgery | 117 | (47.1%) |
Primary cytoreductive surgery | ||
Complete | 105 | (80.1%) |
Optimal | 20 | (15.3%) |
Suboptimal | 6 | (4.6%) |
Interval cytoreductive surgery | ||
Complete | 104 | (88.8%) |
Optimal | 8 | (6.8%) |
Sub-optimal | 5 | (4.2%) |
OS in months (median, range) | 32 | (0–67) |
Survival | ||
<1 year | 16 | (5.2%) |
≥1 year | 287 | (94.7%) |
Recurrence | ||
<1 year | 24 | (7.9%) |
≥1 year | 120 | (39.6%) |
No recurrence | 159 | (52.5%) |
CPET Outcomes | Study Population N = 303 | Percentage (%) |
---|---|---|
VO2 peak (mL/kg/min) | ||
<15 | 109 | (36.0%) |
≥15 | 193 | (63.9%) |
Unknown | 1 | (0.3%) |
VE/VCO2 | ||
≤34 | 212 | (70.0%) |
>34 | 78 | (25.7%) |
Unknown | 13 | (4.3%) |
Anaerobic threshold (mL/min) | ||
<10 | 86 | (28.4%) |
≥10 | 204 | (67.3%) |
Unknown | 13 | (4.3%) |
Risk category | ||
Low | 121 | (39.9%) |
Intermediate | 38 | (12.5%) |
High | 104 | (34.3%) |
Unknown | 40 | (13.2%) |
VO2 Peak <15 vs. ≥15 (mL/kg/min) | VO2 Peak Continuous (mL/kg/min) | VE/VCO2 ≤34 vs. >34 | VE/VCO2 Continuous | AT <10 vs. ≥10 (mL/kg/min) | AT Continuous (mL/kg/min) | |
---|---|---|---|---|---|---|
Age | 0.005 * | Not performed | <0.001 * | Not performed | 0.930 | Not Performed |
ECOG (0–4) | 0.009 * | Not performed | 0.025 * | Not performed | 0.294 | Not performed |
CCI <3 vs. ≥3 | 0.005 * <3: 33.0% < 15 ≥3: 56.4% < 15 | <0.001 * | 0.061 | 0.038 * | 0.298 | 0.112 |
BMI <30 vs. ≥30 | <0.001 * <30: 25.0% < 15 ≥30: 68.8% < 15 | <0.001 * | 0.027 * <30: 29.9% > 34 ≥30: 16.6% > 34 | <0.001 * | <0.001 * <30: 22.1% < 10 ≥30: 52.7% < 10 | <0.001 * |
ASA ≤2 vs. >2 | <0.001 * ≤2: 19.7% < 15 >2: 58.4% < 15 | <0.001 * | 0.004 * ≤2: 20.7% > 34 >2: 35.8% > 34 | <0.001 * | <0.001 * ≤2: 18.3% < 10 >2: 46.1% < 10 | <0.001 * |
FIGO Stage (I–IV) | 0.035 * | Not Performed | 0.413 | Not Performed | 0.303 | Not Performed |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Rongali, V.B.S.; Knight, J.; Banfield, C.; Korompelis, P.; Rundle, S.; Smits, A. Is Cardiopulmonary Exercise Testing Predictive of Survival Outcomes in Patients Undergoing Surgery for Ovarian Cancer? Cancers 2025, 17, 1460. https://doi.org/10.3390/cancers17091460
Rongali VBS, Knight J, Banfield C, Korompelis P, Rundle S, Smits A. Is Cardiopulmonary Exercise Testing Predictive of Survival Outcomes in Patients Undergoing Surgery for Ovarian Cancer? Cancers. 2025; 17(9):1460. https://doi.org/10.3390/cancers17091460
Chicago/Turabian StyleRongali, Velangani Bhavya Swetha, Joanne Knight, Chloe Banfield, Porfyrios Korompelis, Stuart Rundle, and Anke Smits. 2025. "Is Cardiopulmonary Exercise Testing Predictive of Survival Outcomes in Patients Undergoing Surgery for Ovarian Cancer?" Cancers 17, no. 9: 1460. https://doi.org/10.3390/cancers17091460
APA StyleRongali, V. B. S., Knight, J., Banfield, C., Korompelis, P., Rundle, S., & Smits, A. (2025). Is Cardiopulmonary Exercise Testing Predictive of Survival Outcomes in Patients Undergoing Surgery for Ovarian Cancer? Cancers, 17(9), 1460. https://doi.org/10.3390/cancers17091460