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Echocardiographic myocardial strain analysis describes subclinical cardiac dysfunction after craniospinal irradiation in pediatric and young adult patients with central nervous system tumors

Abstract

Background

Craniospinal irradiation (CSI) is part of the treatment of central nervous system (CNS) tumors and is associated with cardiovascular disease in adults. Global myocardial strain analysis including longitudinal peak systolic strain (GLS), circumferential peak systolic strain (GCS), and radial peak systolic strain (GRS) can reveal subclinical cardiac dysfunction.

Methods

Retrospective, single-center study in patients managed with CSI vs. age-matched controls. Clinical data and echocardiography, including myocardial strain analysis, were collected at early (< 12 months) and late (≥ 12 months) time points after completion of CSI.

Results

Echocardiograms were available at 20 early and 34 late time points. Patients at the late time point were older (21.7 ± 10.4 vs. 13.3 ± 9.6 years) and further out from CSI (13.1 ± 8.8 vs. 0.2 ± 0.3 years). Standard echocardiographic parameters were normal for both groups. For early, CSI vs. control: GLS was − 16.8 ± 3.6% vs. -21.3 ± 4.0% (p = 0.0002), GCS was − 22.5 ± 5.2% vs. -21.3 ± 3.4% (p = 0.28), and GRS was 21.8 ± 11.0% vs. 26.9 ± 7.7% (p = 0.07). For late, CSI vs. control: GLS was − 16.2 ± 5.4% vs. -21.6 ± 3.7% (p < 0.0001), GCS was − 20.9 ± 6.8% vs. -21.9 ± 3.5% (p = 0.42), and GRS was 22.5 ± 10.0% vs. 27.3 ± 8.3% (p = 0.03). Radiation type (proton vs. photon), and radiation dose (< 30 Gy vs. ≥ 30 Gy) did not impact any parameter, although numbers were small.

Conclusions

Subclinical cardiac systolic dysfunction by GLS is present both early and late after CSI. These results argue for future studies to determine baseline cardiovascular status and the need for early initiation of longitudinal follow-up post CSI.

Introduction

Each year there are over 1.7 million new cases of cancer in the United States, including almost 16,000 pediatric patients (< 20-years-old). Advances in treatment have led to 5-year survival of > 80% for all pediatric cancer types, which amounts to more than 450,000 total survivors of pediatric cancers [1, 2]. Development of cardiovascular disease is the leading non-cancer cause of morbidity and mortality in this population, and radiation therapy has been reported to increase the risk of cancer related cardiotoxicity through injury of the pericardium, coronary arteries, valves, conduction system, and the myocardium [3]. Few studies have looked exclusively at patients with central nervous system (CNS) cancers and exposure to craniospinal irradiation (CSI), which is known to lead to out-of-field exposure of cardiovascular tissues [4, 5]. Surveillance guidelines for survivors of childhood cancer recommend screening for cardiotoxicity, including echocardiogram every 2–5 years based on risk factors, e.g., total cumulative anthracycline dose and/or radiation exposure [6]. Although echocardiographic ejection fraction (EF) and shortening fraction (SF) have traditionally served to monitor left ventricular systolic function and guide clinical judgement during and after cancer-related therapies, both EF and SF are influenced by ventricular preload and afterload and may not reflect ventricular contractility as much as they represent ventricular remodeling [7]. Additionally, SF and EF are operator dependent and rely on geometric assumptions, with poor reproducibility reported in a large multi-center study of healthy pediatric patients [8]. Assessment of tissue deformation by speckle tracking echocardiography may better assess left ventricular contractility with good reproducibility [9], and although influenced by afterload, has demonstrated the ability to detect subclinical dysfunction after cancer treatment in both pediatric and adult patients [10,11,12]. No prior studies have assessed temporal changes in left ventricular systolic function in patients with exposure to CSI in the setting of CNS malignancies. We postulated that exposure to CSI would lead to evidence for cardiac injury, either clinical or subclinical, and aimed to evaluate such changes by two-dimensional speckle tracking echocardiography in a retrospective pediatric and young adult cohort with CNS malignancies.

Methods

This was a retrospective study performed at a single-center, Cincinnati Children’s Hospital Medical Center. Patients diagnosed with CNS malignancy and managed with CSI between the years 1986–2018 were identified by the Neuro-Oncology Program and included in the study if they had at least one echocardiogram post therapy with digitized images available for review by speckle tracking. Patients who received anthracyclines were excluded from the study. Transthoracic echocardiograms were performed on 1 of 3 ultrasound systems used at our institution during the study period: Vivid 7 (General Electric Healthcare, Milwaukee, WI), iE33 (Phillips Medical Systems, Best, The Netherlands), and Sequoia 512 (Acuson, Oceanside, CA). Demographic, treatment (radiation dosing, anthracycline exposure), relevant medical history, relevant lab values, and standard echocardiographic data were collected from the electronic medical record for two time periods: “early” representing an echocardiogram performed at < 12 months from the end of therapy, and “late” representing an echocardiogram performed at ≥ 12 months from the end of therapy. Of note, very few patients had echocardiography performed prior to CSI so this time point was not included. For any missing echocardiographic data (i.e., SF and EF), measurements were made retroactively. These data were compared to well-established population normal values.

Myocardial strain is a relatively angle-independent measure of ventricular function, noninvasively measured by echocardiogram or cardiac MRI [13]. Strain is reported as a percent and can be measured in a global or segmental fashion, in one of three planes: longitudinal (negative value), circumferential (negative value), and radial (positive value). For evaluation of global longitudinal strain (GLS), global circumferential strain (GCS), and global radial strain (GRS) by two-dimensional speckle tracking echocardiography, post-hoc analysis was performed at early and late time points. In brief, Digital Imaging and Communications in Medicine (DICOM) data were analyzed using vendor-independent clinical echocardiographic software (Image Arena, TomTec Imaging Systems, Munich, Germany). Since there are no available normative data for two-dimensional strain in pediatric patients specific to this software, an age-matched control group was generated from individuals referred for echocardiogram for a variety of reasons (e.g., family history of cardiomyopathy, murmur) and ultimately found to have no cardiac pathology. Because these individuals had normal echocardiograms, in almost all cases no further laboratory data or work up was pursued and thus there was no evaluation for factors that may affect strain such as hemoglobin. However, it was assumed these patients, as a group, were normal regarding medical history and laboratory data.

Data were examined for completeness, distributions were examined for shape, and outliers were checked for feasibility. Cross-checks were done, including by scatterplots, and contingency tables. Any questionable data points were referred back to the source, and any typographical, or other errors in reporting were corrected. Patient characteristics and demographics were displayed in contingency tables, and as means ± standard deviations for continuous variables. A control group was established for each time point by selecting control echocardiographic studies to match patients as closely as possible by age. Comparisons between controls and patients were done using Fisher’s exact tests for categorical data, and continuous variables were tested using Wilcoxon rank-sums analyses. Boxplots were constructed to display differences between control and patient results. Comparisons between early and late results were done using paired t-tests.

Results

A total of 51 patients treated with CSI for CNS malignancies were identified from our database for the years 1986–2018, including 67% (34/51) male and 88% (45/51) white race. The most common diagnosis was medulloblastoma (45/51), with the remaining cases including atypical teratoid, ependymoma, and glioma. Most patients received cisplatin (44/51) and cyclophosphamide (39/51). While almost all patients received craniospinal radiation, 1 received only spinal radiation and 1 received no spinal radiation. The latter patient was excluded from further analysis. Photon therapy was used more often than proton, and more than half of the patients received ≥ 30 Gy of spinal radiation (Table 1).

Table 1 Patient and disease characteristics at enrollment. N = 50 patients studied

Echocardiograms were available in 20 patients at the early time point and 34 patients at the late time point. There were 13 patients with echocardiograms in both groups, however the time points were not compared to each other and considered standalone time points. The oldest echocardiogram included in analysis was performed in 2007. Patients at the late time point were older than those in the early group (21.7 ± 10.4 vs. 13.3 ± 9.6 years, respectively), and time between end of therapy and echocardiogram was greater (13.1 ± 8.8 vs. 0.2 ± 0.3 years, respectively) (Table 2). Standard echocardiographic parameters assessing left ventricular systolic function were normal for all subjects when compared to age-based published normal values. In the late group, two patients were on the combination of lisinopril and carvedilol for a history of mild left ventricular dysfunction, and one was on atenolol for sinus tachycardia and diastolic dysfunction on echocardiogram. Afterload, represented by systolic blood pressure, was normal for both groups. In the early group one patient was on atenolol for hypertension, and in the late group two patients had systolic blood pressure greater than 95%ile but they were not on medication. Parameters known to affect ventricular function such as hemoglobin (anemia) and creatinine (renal dysfunction) were within normal limits for both groups. One patient in the late group was on metformin for diabetes management (Table 2).

Table 2 Demographic, laboratory, and standard echocardiographic measures at early and late timepoints after craniospinal radiation (see text for definition of terms)

When considering myocardial deformation measured by myocardial strain analysis, at early, CSI vs. control: GLS was − 16.8 ± 3.6% vs. -21.3 ± 4.0% (p = 0.0002), GCS was − 22.5 ± 5.2% vs. -21.3 ± 3.4% (p = 0.28), and GRS was 21.8 ± 11.0% vs. 26.9 ± 7.7% (p = 0.07). At late, CSI vs. control: GLS was − 16.2 ± 5.4% vs. -21.6 ± 3.7% (p < 0.0001), GCS was − 20.9 ± 6.8% vs. -21.9 ± 3.5% (p = 0.42), and GRS was 22.5 ± 10.0% vs. 27.3 ± 8.3% (p = 0.03) (Table 3). Because a cut-off of 30 Gy radiation to the heart is a known risk factor for development of cardiotoxicity [6], we assessed the differential effect of low-dose CSI (< 30 Gy) and high-dose CSI (≥ 30 Gy) on strain parameters in the study. In addition, with decreased off-target effects reported for proton vs. photon sources of radiation [4] we assessed whether there was a difference in strain values between patients treated with these two modalities. There were no statistically significant differences between either of these treatment conditions at either time point for any of the strain values (Table 3).

Table 3 Global longitudinal strain (GCS), global circumferential strain (GCS), and global radial strain (GRS) in patients vs. age- and sex-matched controls at early and late (see text for definition), photon vs. proton radiation type, and spinal radiation exposure of < 30 Gy vs. ≥ 30 Gy

Discussion

Craniospinal irradiation is a common therapeutic option for patients with CNS malignancies. Traditionally, CSI has been associated with improved survival rate in these patients, however it is believed that long-term effects include remodeling of the myocardial extracellular matrix yielding fibrosis of the surrounding cardiac tissue [14, 15]. Recent data from the Childhood Cancer Survivor Study showed a significant reduction in coronary artery disease and a non-significant reduction in cardiomyopathy for survivors of pediatric cancer, largely attributed to historical reductions in cardiac exposure to radiation [16]. In addition, efforts have been made to decrease cumulative doses of cardiotoxic chemotherapy agents such as anthracyclines. Despite attempts to reduce therapy while maintaining disease control, survivors of pediatric cancer may show evidence for ventricular dysfunction or subclinical cardiotoxicity [17].

The present study sought to examine the degree of left ventricular systolic dysfunction as measured by both conventional and speckle tracking echocardiography in patients undergoing CSI. When compared to an age-matched control group, patients at both early (< 12 months after therapy completion, mean 0.22 years) and late (≥ 12 months after therapy completion, mean 13.1 years) time points demonstrated depressed GLS in the presence of normal left ventricular EF and SF, which is evidence of subclinical myocardial dysfunction. This is in line with previous studies showing GLS as a marker of dysfunction in patients receiving chemotherapy with otherwise normal EF. For other strain parameters, GCS was no different at any time point and GRS only showed a decrease at the late time point. Analyses were also performed to determine whether dose or type of radiation were important in these changes in strain. There were no significant differences based on these parameters, however the numbers available for analysis in the sub-groups were small making definitive conclusions suspect.

One potential confounding factor in the present analysis is the concomitant use of chemotherapy with CSI, particularly cyclophosphamide which is known to be cardiotoxic. Although there are certain young patients with specific tumors that may be treated with high dose chemotherapy and stem cell transplant rescue, radiation is the standard of care in this population and in our sample the vast majority also received chemotherapy. Analysis of patients who did not receive radiation as part of their treatment may help resolve how much of a role chemotherapy played in this cohort, however in this retrospective study numbers were expected to be too small for meaningful analysis.

The diagnosis and management of cardiovascular injury in pediatric patients undergoing CSI may be delayed due to the misconception that this particular cancer-directed therapy results in only long-term cardiovascular side effects due to the absence of studies documenting the clinical and advanced imaging manifestations from CSI. Indeed, current guidelines in pediatrics for the surveillance of cardiovascular disease in patients undergoing CSI call for screening many years after completion of therapy. Strain analysis during the past decade has facilitated significant advances in noninvasive myocardial mechanics and cardiac function assessment [18]. Myocardial strain can assess myocardial deformation longitudinally, circumferentially, and radially, as well as in the form of twist or torsion. This would allow generation of data that increase the cardiac phenotype in patients while assessing early subclinical dysfunction in those receiving treatment, including CSI [18,19,20]. Whether this will lead to improved outcomes, particularly in patients undergoing CSI, needs to be determined and is worthy of further investigation.

The current study has several limitations. First, the patients included were treated over a 2-decade period. Therapeutic approach in that time has evolved, and an overall decreased scatter in radiation doses has limited the incidence of cardiotoxicity, and this could decrease the signal for cardiotoxicity in patients treated in the recent era [16]. No significant difference was detected between our subset of patients who received proton therapy vs. photon at either time point, but numbers were too small for meaningful conclusions. Second, while myocardial strain analysis has been available for better than a decade, it has yet to be regularly employed in pediatric surveillance, and for studies from the first part of the period of study in this cohort there may have been incomplete imaging planes captured to allow for retroactive strain analysis. This contributed to having fewer patients available for strain analysis than for standard echocardiographic assessment. While using a vendor-independent software theoretically limits differences for strain values between different ultrasound image vendors, differences in agreement have been reported [21]. Because this was a retrospective study covering several years, there was no ability to control for the ultrasound image vendors used without significantly limiting the number of studies available for analysis; future studies will take this into consideration. Finally, because echocardiography has not been a regular part of management of this patient group, there were limited cases in which an echocardiogram was performed in the early period after treatment, and even fewer in which a baseline echocardiogram was performed. Simply put, we could not determine if there was a baseline level of cardiac disease in this patient population prior to therapy, nor did we have an appropriate number of patients with studies both early and late after therapy to determine if there was worsening or improvement with time. It is tempting to assume there is no significant disease in this population prior to therapy, however in patients with leukemia there is a baseline increase in troponin and natriuretic peptide that is improved shortly after cancer therapy is initiated, suggesting an underlying state of cardiac stress related to the illness [22]. Additionally, measures of diastolic function were not included until the most recent few years, and this is known to be an important component to ventricular dysfunction caused by radiation therapy. It may be the case that diagnosis of CNS tumor alone can affect cardiac function, and future studies must include baseline studies prior to starting therapy.

Conclusion

Subclinical left ventricular systolic dysfunction demonstrated by GLS is present both early and late after CSI. There was not a clear association between dose and/or type of radiation therapy, however numbers in these sub-groups were small and may not have been enough to find a difference if present. These results argue for future prospective studies to determine baseline cardiovascular disease burden and need for early initiation of longitudinal follow-up in CNS tumor patients post CSI. Coupled with cardiac biomarkers, this may allow a more complete phenotype of injury related to treatment of CNS tumors in pediatric patients.

Availability of data and materials

The datasets during and/or analyzed during the current study available from the corresponding author on reasonable request.

Abbreviations

CSI:

Craniospinal irradiation

CNS:

Central nervous system

EF:

Ejection fraction

GCS:

Global circumferential strain

GLS:

Global longitudinal strain

GRS:

Global radial strain

MRI:

Magnetic resonance imaging

SF:

Shortening fraction

References

  1. Miller KD, Siegel RL, Lin CC, Mariotto AB, Kramer JL, Rowland JH, et al. Cancer treatment and survivorship statistics, 2016. CA Cancer J Clin. 2016;66:271–89.

    PubMed  Google Scholar 

  2. Ward E, DeSantis C, Robbins A, Kohler B, Jemal A. Childhood and adolescent cancer statistics, 2014. CA Cancer J Clin. 2014;64:83–103.

    Article  PubMed  Google Scholar 

  3. Lipshultz SE, Adams MJ, Colan SD, Constine LS, Herman EH, Hsu DT, et al. Long-term cardiovascular toxicity in children, adolescents, and young adults who receive cancer therapy: pathophysiology, course, monitoring, management, prevention, and research directions: a scientific statement from the American Heart Association. Circulation. 2013;128:1927–95.

    Article  PubMed  Google Scholar 

  4. Welch GD, Lin KY, Fisher MJ, Hill-Kayser CE. Cardiac toxicity after Craniospinal irradiation: a late effect that may be eliminated with proton therapy. J Pediatr Hematol Oncol. 2018;40:e330–3.

    Article  PubMed  Google Scholar 

  5. De Saint-Hubert M, Verellen D, Poels K, Crijns W, Magliona F, Depuydt T, et al. Out-of-field doses from pediatric craniospinal irradiations using 3D-CRT, IMRT, helical tomotherapy and electron-based therapy. Phys Med Biol. 2017;62:5293–311.

    Article  PubMed  Google Scholar 

  6. Armenian SH, Hudson MM, Mulder RL, Chen MH, Constine LS, Dwyer M, et al. Recommendations for cardiomyopathy surveillance for survivors of childhood cancer: a report from the international late effects of childhood cancer guideline harmonization group. Lancet Oncol. 2015;16:e123–36.

    Article  PubMed Central  PubMed  Google Scholar 

  7. Konstam MA, Abboud FM. Ejection fraction: misunderstood and overrated (changing the paradigm in categorizing heart failure). Circulation. 2017;135:717–9.

    Article  PubMed Central  PubMed  Google Scholar 

  8. Frommelt PC, Minich LL, Trachtenberg FL, Altmann K, Camarda J, Cohen MS, et al. Challenges with left ventricular functional parameters: the pediatric heart network Normal echocardiogram database. J Am Soc Echocardiogr. 2019;32:1331–1338.e1.

    Article  PubMed Central  PubMed  Google Scholar 

  9. Ramlogan S, Aly D, France R, Schmidt S, Hinzman J, Sherman A, et al. Intervendor agreement of left ventricular global systolic strain in children using a layer-specific analysis. J Am Soc Echocardiogr. 2020;33:110–9.

    Article  PubMed  Google Scholar 

  10. Akam-Venkata J, Kadiu G, Galas J, Lipshultz SE, Aggarwal S. Left ventricle segmental function in childhood cancer survivors using speckle-tracking echocardiography. Cardiol Young. 2019;29:1494–500.

    Article  PubMed  Google Scholar 

  11. Pignatelli RH, Ghazi P, Reddy SC, Thompson P, Cui Q, Castro J, et al. Abnormal myocardial strain indices in children receiving Anthracycline chemotherapy. Pediatr Cardiol. 2015;36:1610–6.

    Article  PubMed  Google Scholar 

  12. Thavendiranathan P, Poulin F, Lim KD, Plana JC, Woo A, Marwick TH. Use of myocardial strain imaging by echocardiography for the early detection of cardiotoxicity in patients during and after cancer chemotherapy: a systematic review. J Am Coll Cardiol. 2014;63:2751–68.

    Article  PubMed  Google Scholar 

  13. Amzulescu MS, De Craene M, Langet H, Pasquet A, Vancraeynest D, Pouleur AC, et al. Myocardial strain imaging: review of general principles, validation and sources of discrepancies. Eur Heart J Cardiovasc Imaging. 2019;20:605–19.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  14. Yarnold J, Brotons MC. Pathogenetic mechanisms in radiation fibrosis. Radiother Oncol. 2010;97:149–61.

    Article  CAS  PubMed  Google Scholar 

  15. Delanian S. Late complications of radiotherapy. Physiopathological aspects of radiation-induced fibrosis. Bull Cancer Radiother. 1995;82:88–93.

    Article  CAS  PubMed  Google Scholar 

  16. Mulrooney DA, Hyun G, Ness KK, Ehrhardt MJ, Yasui Y, Duprez D, et al. Major cardiac events for adult survivors of childhood cancer diagnosed between 1970 and 1999: report from the childhood cancer survivor study cohort. BMJ. 2020;368:l6794.

    Article  PubMed Central  PubMed  Google Scholar 

  17. Ness KK, Plana JC, Joshi VM, Luepker RV, Durand JB, Green DM, et al. Mortality, and organ system impairment in adult survivors of childhood cancer. J Clin Oncol. 2020;38:29–42.

    Article  PubMed  Google Scholar 

  18. Venneri L, Zoppellaro G, Khattar RS. Cardio-oncology: the role of advanced echocardiography in cancer patients. Expert Rev Cardiovasc Ther. 2018;16:249–58.

    Article  CAS  PubMed  Google Scholar 

  19. Larsen CM, Mulvagh SL. Cardio-oncology: what you need to know now for clinical practice and echocardiography. Echo Res Pract. 2017;4:R33–41.

    Article  PubMed Central  PubMed  Google Scholar 

  20. Yu AF, Raikhelkar J, Zabor EC, Tonorezos ES, Moskowitz CS, Adsuar R, et al. Two-dimensional speckle tracking echocardiography detects subclinical left ventricular systolic dysfunction among adult survivors of childhood, adolescent, and young adult cancer. Biomed Res Int. 2016;2016:9363951.

    PubMed  PubMed Central  Google Scholar 

  21. Nagata Y, Takeuchi M, Mizukoshi K, Wu VC, Lin FC, Negishi K, et al. Intervendor variability of two-dimensional strain using vendor-specific and vendor-independent software. J Am Soc Echocardiogr. 2015;28:630–41.

    Article  PubMed  Google Scholar 

  22. Lipshultz SE, Miller TL, Scully RE, Lipsitz SR, Rifai N, Silverman LB, et al. Changes in cardiac biomarkers during doxorubicin treatment of pediatric patients with high-risk acute lymphoblastic leukemia: associations with long-term echocardiographic outcomes. J Clin Oncol. 2012;30:1042–9.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

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Acknowledgements

Thank you to Vicky Moore, RDCS, FASE for assistance in performing strain analysis.

Funding

This research was supported by Divisional funds of the corresponding author (TDR).

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Authors

Contributions

HRM conceived and developed the project, collected data, analyzed echocardiograms, interpreted data, and wrote the first draft of the manuscript. RS conceived and developed the project, provided access to the patient population, and provided critical feedback on the manuscript. EW collected data and provided critical feedback on the manuscript. LB collected and managed data. PRK performed all statistical analyses and provided critical feedback on the manuscript. JTT provided echocardiographic expertise, developed the control population, and provided critical feedback on the manuscript. TDR conceived and developed the project, interpreted data, and oversaw writing of all drafts of the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Thomas D. Ryan.

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Ethics approval and consent to participate

The study was approved by the Institutional Review Board at Cincinnati Children’s Hospital Medical Center. There was a waiver of consent for this retrospective study.

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The authors declare that they have no competing interests.

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Martinez, H.R., Salloum, R., Wright, E. et al. Echocardiographic myocardial strain analysis describes subclinical cardiac dysfunction after craniospinal irradiation in pediatric and young adult patients with central nervous system tumors. Cardio-Oncology 7, 5 (2021). https://doi.org/10.1186/s40959-021-00093-z

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