Literature DB >> 27457966

Right heart function deteriorates in breast cancer patients undergoing anthracycline-based chemotherapy.

Kevin Emery Boczar1, Olexiy Aseyev2, Jeffrey Sulpher2, Christopher Johnson3, Ian G Burwash1, Michele Turek3, Susan Dent2, Girish Dwivedi4.   

Abstract

BACKGROUND: Cardiotoxicity from anthracycline-based chemotherapy is an important cause of early and late morbidity and mortality in breast cancer patients. Left ventricular (LV) function is assessed for patients receiving anthracycline-based chemotherapy to identify cardiotoxicity. However, animal studies suggest that right ventricular (RV) function may be a more sensitive measure to detect LV dysfunction. The purpose of this pilot study was to determine if breast cancer patients undergoing anthracycline-based chemotherapy experience RV dysfunction.
METHODS: Forty-nine breast cancer patients undergoing anthracycline-based chemotherapy at the Ottawa Hospital between November 2007 and March 2013 and who had 2 echocardiograms performed at least 3months apart were retrospectively identified. Right atrial area (RAA), right ventricular fractional area change (RV FAC) and RV longitudinal strain of the free wall (RV LSFW) were evaluated according to the American Society of Echocardiography guidelines.
RESULTS: The majority (48/49) of patients were females with an average age of 53.4 (95% CI: 50.1-56.7years). From baseline to follow-up study, average LV ejection fraction (LVEF) decreased from 62.22 (95% CI: 59.1-65.4) to 57.4% (95% CI: 54.0-60.9) (P=0.04). During the same time period, the mean RAA increased from 12.1cm(2) (95% CI: 11.1-13.0cm(2)) to 13.8cm(2) (95% CI: 12.7-14.9cm(2)) (P=0.02), mean RV FAC decreased (P=0.01) from 48.3% (95% CI: 44.8-51.74) to 42.1% (95% CI: 38.5-45.6%), and mean RV LSFW worsened from -16.2% (95% CI: -18.1 to -14.4%) to -13.81% (95% CI: -15.1 to -12.5%) (P=0.04).
CONCLUSION: This study demonstrates that breast cancer patients receiving anthracycline-based chemotherapy experience adverse effects on both right atrial size and RV function. Further studies are required to determine the impact of these adverse effects on right heart function and whether this represents an earlier marker of cardiotoxicity.
© 2016 The authors.

Entities:  

Keywords:  cardiotoxicity; chemotherapy; echocardiography; right heart function

Year:  2016        PMID: 27457966      PMCID: PMC5045517          DOI: 10.1530/ERP-16-0020

Source DB:  PubMed          Journal:  Echo Res Pract        ISSN: 2055-0464


Introduction

Breast cancer patients undergoing chemotherapy have an increased risk of developing cardiovascular complications including heart failure (1, 2). Of the various chemotherapeutic agents used in breast cancer treatment, anthracyclines and their related compounds are some of the most frequently implicated agents (1, 2). Anthracycline-based chemotherapy is associated with a dose-dependent risk of congestive heart failure that can occur years after completion of chemotherapy. The clinical impact of this latent toxicity can be significant. A study carried out in older women (>66years of age) who had been treated for breast cancer demonstrated a higher risk of death from cardiovascular disease than recurrence of breast cancer 7–8years after completion of breast cancer treatment (2). Although a number of studies have reported the adverse impact of anthracycline-based agents on left ventricular (LV) systolic and diastolic function, limited data exists on their impact on right ventricular (RV) function. Preliminary human and animal studies have suggested that the detrimental/toxic effect of doxorubicin provokes global cardiac injury that extends to both the left and right ventricles (3, 4, 5). Importantly, RV function is a strong incremental predictor of prognosis in patients with LV systolic dysfunction and various LV pathologies (6, 7). The evaluation of RV function using traditional echocardiographic methods, as well as novel methods such as deformation imaging (strain, strain rate imaging), as recommended in the recent multimodality guidelines to detect subclinical LV dysfunction, may provide evidence of associated right ventricular cardiotoxicity (8). In our study, we hypothesized that breast cancer patients undergoing anthracycline-based chemotherapy would show evidence of right ventricular dysfunction identifiable using transthoracic echocardiography and currently available echocardiographic techniques.

Materials and methods

Using the University of Ottawa Local Breast Cancer Registry, we retrospectively identified 49 patients with early-stage human epidermal growth factor receptor 2 negative breast cancer (stage I–III) who underwent anthracycline-based chemotherapy at the Ottawa Hospital between November 2007 and March 2013. All of these 49 patients had undergone at least two echocardiograms performed at least 3months apart. The majority of patients (i.e., 80%) had undergone echocardiogram before the completion of first cycle of chemotherapy (mean: 30days; 95% CI: 3–57days before chemotherapy). All patients had their follow-up echocardiography after the completion of chemotherapy cycle (mean: 125days; 95% CI: 107–142days). The Breast Cancer Registry was approved by the Human Research Ethics Board, and all patients provided written informed consent for the use of their data.

Echocardiography and image analysis

Comprehensive echocardiographic examinations were carried out according to the standard recommendations of the American Society of Echocardiography (ASE) (9, 10). All echocardiographic images were digitally stored and conventional echocardiographic parameters were measured. The parameters of cardiac structure and function were measured as per the guidelines of ASE (9, 10). Right atrial area (RAA) measurements were performed in the apical four-chamber view. RAA was estimated by planimetry at the end of ventricular systole (largest atrial volume), tracing the RA endocardium from the lateral aspect of the tricuspid annulus to the septal aspect, excluding the area between the leaflets and annulus, and the right atrial appendage. Right ventricular fractional area change (RVFAC) was calculated from the apical four-chamber view using the percentage change in the RV end-diastolic and end-systolic areas. RV longitudinal strain of the free wall (RV LSFW) was measured offline using speckle-tracking method and dedicated TomTec software (TomTec Imaging Systems, Unterschleissheim, Germany). In brief, the endocardial border of the RV was manually traced (approximately 10 points) over 1 frame, and endocardial borders were automatically tracked throughout the cardiac cycles by the software. The software determines myocardial velocity as the ratio between frame-to-frame displacement of the speckles and the time interval, and derives the systolic longitudinal strain. Longitudinal strain (LS) of the RV free wall was measured as the average of three segmental strain values (base, mid and apex) (Fig. 1).
Figure 1

Panel A is a pre-chemotherapy image depicting normal right ventricle free wall longitudinal strain. Panel B is a post-chemotherapy image from the same patient showing reduced right ventricle free wall longitudinal strain.

Panel A is a pre-chemotherapy image depicting normal right ventricle free wall longitudinal strain. Panel B is a post-chemotherapy image from the same patient showing reduced right ventricle free wall longitudinal strain. Images were reviewed and analyzed offline by two independent observers blinded to the clinical characteristics of the study population. Reproducibility analysis for right heart parameters was performed in a subset of patients (n=10) and intra-class correlation coefficient value was 0.81 (95% CI: 0.58–0.91).

Statistical analysis

MedCalc for Windows version 12.0 (MedCalc Software, Ostend, Belgium) was used for analysis of the data. For the continuous variables, parametric test conditions were first tested. The Shapiro–Wilk test was used to determine whether the continuous variables were normally distri­buted. Descriptive statistics were shown as mean±s.d. or median (minimum–maximum), where appropriate. To compare the echocardiography variables, paired t-test was used and statistical significance was defined as two-tailed probability value of P<0.05.

Results

Baseline characteristics

Baseline characteristics of study population are provided in Table 1. The mean age was 53.4years (95% CI: 50.2–56.6years) and the majority of patients had no pre-existing cardiovascular disease. All but one (n=48) patients were female and most were nonsmokers and had no history of hypertension or hyperlipidemia. A total of 15 patients received doxorubicin-based chemotherapy (doxorubicin/cyclophosphamide every 3weeks×4 cycles±paclitaxel). The mean total dose of doxorubicin was 232mg/m2 (95% CI: 214.84–249.16mg/m2). A total of 34 patients received epirubicin-containing chemotherapy (fluorouracil/epirubicin/cyclophosphamide every 3weeks×3±docetaxel). The average total dose of epirubicin was 294.12mg/m2 (95% CI: 285.78–302.46mg/m2).
Table 1

Baseline characteristics of study population.

n=49
Age (years)53.4±3.3 (50.1–56.7)
Women48 (98.0%)
Body mass index (kg/m2)25.9±1.3 (24.6–27.2)
Cardiac risk factors
 Smoker/ex-smoker21 (42.9%)
 Hypertension12 (24.5%)
 Dyslipidemia7 (14.3 %)
 Diabetes7 (14.3%)
 Family history of coronary artery disease2 (4.1%)
Cardiac history
 Prior coronary artery disease2 (4.1%)
Baseline characteristics of study population.

Echocardiographic variables

The average LV ejection fraction (LVEF) decreased from 62.2% (95% CI: 59.1–65.4) at their first echocardiogram to 57.4% (95% CI: 54.0–60.9) on follow-up echocardiogram (P=0.04) (Table 2). Similarly, the mean LV global LS decreased from −15.4% (95% CI: −16.3 to −14.5) to −12.8 (95% CI: −13.8 to −11.9) on follow-up (P<0.0001).
Table 2

Echocardiography parameters.

BaselineFollow-upSignificance P
LVEF62.2% (95% CI: 59.1–65.4)57.4% (95% CI: 54.0–60.9)0.04
LV GLS−15.4 (95% CI: −16.3 to −14.5)−12.8 (95% CI: −13.8 to −11.9)<0.0001
LV diastole (cm)4.6 (95% CI: 4.5–4.7)4.9 (95% CI: 4.8–5.1)<0.0001
LV systole (cm)3.0 (95% CI: 2.9–3.2)4.0 (95% CI: 2.9–5.1)0.10
IV septum (cm)0.84 (95% CI: 0.80–0.89)0.84 (95% CI: 0.80–0.87)0.75
Posterior wall (cm)0.87 (95% CI: 0.83–0.91)0.87 (95% CI: 0.83–0.90)0.96
Fractional shortening (%)33.9 (95% CI: 31.8–36.0)30.3 (95% CI: 27.8–32.7)0.003
Mitral valve E Max velocity (cm/s)74.9 (95% CI: 70.7–79.2)73.8 (95% CI: 69.0–78.6)0.60
Mitral valve A Max velocity (cm/s)71.1 (95% CI: 64.6–77.7)73.8 (95% CI: 68.4–79.1)0.20
Mitral valve E/A1.14 (95% CI: 1.02–1.30)1.08 (95% CI: 0.95–1.21)0.15
Left atrium (cm)3.3 (95% CI: 3.1–3.5)3.4 (95% CI: 3.2–3.5)0.12
Aortic root (cm)2.8 (95% CI: 2.6–2.9)2.9 (95% CI: 2.7–3.0)0.14
RV FAC48.3% (95% CI: 44.8–51.7)42.1% (95% CI: 38.5–45.6%)0.01
RAA12.7cm2 (95% CI: 11.1–13.1cm2)13.8cm2 (95% CI: 12.7–14.9cm2)0.02
LS RVFW−16.2% (95% CI: −18.1 to −14.4%)−13.8% (95% CI: −15.1 to −12.5%)0.04
Heart rate (beats/min)83 (95% CI: 74–92)79 (95% CI: 74–84)0.32

LS RVFW, longitudinal strain of the RV free wall; LV GLS, longitudinal strain of the LV; LVEF, LV ejection fraction; RAA, right atrial area; RV FAC, right ventricular fractional area change.

Echocardiography parameters. LS RVFW, longitudinal strain of the RV free wall; LV GLS, longitudinal strain of the LV; LVEF, LV ejection fraction; RAA, right atrial area; RV FAC, right ventricular fractional area change. Mean RAA significantly increased from 12.1cm2 (95% CI: 11.1–13.0cm2) to 13.8cm2 on follow-up echocardiogram (95% CI: 12.7–14.9cm2) (P=0.02). Mean RV FAC significantly decreased from 48.3% (95% CI: 44.8–51.7) to 42.1% on follow-up (P=0.01). Mean RV LSFW worsened from −16.2% (95% CI: −18.1 to −14.4%) to −13.8% on follow-up (95% CI: −15.1 to −12.5%) (P=0.04).

Discussion

Whereas previous studies involving anthracycline-based chemotherapy in breast cancer patients have identified clinical and subclinical LV dysfunction, we have demonstrated that anthracycline-based chemotherapy can adversely affect right heart function. Moreover, in this study we have identified a previously unreported abnormality in RV function (RV LSFW) evident in breast cancer patients receiving anthracycline-based chemotherapy using myocardial deformation parameters, the latter considered an important marker of subclinical dysfunction for the left ventricle (8).

Right heart assessment and its implications

It is increasingly recognized that RV function plays an important role in determining prognosis in conditions that have typically been regarded as largely related to LV pathologies, including congestive heart failure and coronary artery disease (6, 7, 11, 12, 13). Despite advancement in echocardiographic techniques, the assessment of the right ventricle by conventional two-dimensional echocardiography remains challenging due to its complex shape and systolic mechanics (9). Right atrial assessment is of clinical importance as its enlargement can reflect abnormalities in RV function, and right atrial enlargement has been shown to be strongly associated with adverse clinical outcomes (14, 15). We measured RAA in our study as it is consi­dered an accurate and reliable technique for evaluating right atrial size (9, 14). Of the many different echocardiographic indices of RV function, RVFAC is the most commonly used two-dimensional method to assess RV function (9). It is considered to be a robust predictor of heart failure, sudden death, stroke and mortality in patients with right and left heart conditions (16, 17, 18). However, like LVEF, RVFAC change may be a late manifestation of RV dysfunction. In the setting of cardiotoxicity from cancer therapy, early detection of subclinical cardiotoxicity is desirable to permit modification of cancer treatment or optimization of cardiac function. Deformation imaging (strain or strain rate imaging) was initially developed to measure LV mechanics. However, recent studies have established its usefulness for the assessment of the RV in disease states where RV function can be adversely affected (19, 20, 21, 22). As the bulk of RV muscle fibers run longitudinally, longitudinal shortening assessed by strain imaging has the potential to reveal early stages of myocardial dysfunction not evident on routine RV parameters (23). Similar to LV strain, RV assessment by speckle-tracking method allows the assessment in a nongeometrical manner, relatively independent of tethering or translational motion (24, 25). Importantly, strain-based assessment is less affected by loading conditions, which may be particularly important in patients receiving chemotherapy, who are prone to changing fluid and weight status during the course of therapy. These factors suggest that deformation imaging of the RV using speckle-tracking echocardiography may be a promising modality for detection of subclinical cardiotoxicity during cancer therapy.

Mechanism of right heart abnormalities

In our study we found that RAA, RVFAC and RV LSFW (in addition to LVEF) were adversely affected by anthracycline-based chemotherapy. Previous histological studies have indicated that cardiotoxic damage is more prominent in the sub-endocardial part of the cardiac walls (26). Intuitively, a thinner RV may be more sensitive to the toxic effects of chemotherapy compared with the thicker muscular LV, although data to support this premise are limited. Prospective nonhuman studies with histological analysis to test whether the right ventricle is involved at an earlier time than the left ventricle would lend support to this hypothesis. We have identified both LV and RV dysfunction in our patients, but we are unable to determine if the RV is more sensitive to the cardiotoxic effects. RV cardiotoxicity as a result of chemotherapy has not been adequately studied and previous studies have revealed divergent results. Belham et al. observed no change in RV myocardial performance index when patients were evaluated following administration of low-dose anthracycline (27). Similarly, Cottin et al. reported no alterations in the RV function at 1 and 12months after anthracycline therapy using multiple-gated acquisitions (28). However, Yildirim et al. reported abnormalities in the RV tissue Doppler velocities at rest and during dobutamine stress echocardiography following anthracycline administration (29) and Tanindi et al. reported a decrease in the RVFAC during chemotherapy in a study carried out in 37 patients (3). Our results reveal similar findings and add to the growing evidence by demonstrating abnormalities in RV function using deformation imaging – an important technique to identify subclinical LV dysfunction that has been incorporated into the most recent multimodality imaging guidelines to assess cardio-oncologic patients (8).

Limitations

Because of the retrospective aspect of this study we were unable to evaluate the utility of RV tissue Doppler and tricuspid annular plane septal excursion measurements as they were not systematically recorded. Another limitation of the study is the absence of cardiac biomarkers as they were not collected. Due to the limited number of patients in our study, we were unable to determine if the RV functional impairment was independent of or preceded a fall in LV function. However, this study clearly demonstrates, using multiple measures, that the RV may be adversely impacted by anthracycline-based chemotherapy regimens. Further studies will be required to evaluate the potential of RV parameters to identify cardiotoxicity before the current LV parameters. To determine the impact of these RV parameters on patient prognosis, a larger prospective multicenter study with a more objective comparison method, such as cardiac magnetic resonance imaging, will be needed to confirm these correlations and the clinical impacts of our results.

Conclusions

Our pilot study confirms that the right side of the heart is adversely affected in breast cancer patients undergoing anthracycline-based chemotherapy. Future work should be conducted to determine if right heart dysfunction precedes left heart abnormalities, potentially permitting earlier detection and possible intervention strategies to prevent chemotherapy-induced cardiac dysfunction in this population.

Declaration of interest

S D is on the advisory board and receives honoraria from Hoffman-La Roche, Amgen; Eisai; and Pfizer. There are no other conflicts of interest for any other authors.

Funding

Dr Girish Dwivedi is supported by a CIHR salary support award.

Ethics statement

The study was approved by Ottawa Health Science Network-REB (OHSN-REB).
  28 in total

1.  Guidelines for the echocardiographic assessment of the right heart in adults: a report from the American Society of Echocardiography endorsed by the European Association of Echocardiography, a registered branch of the European Society of Cardiology, and the Canadian Society of Echocardiography.

Authors:  Lawrence G Rudski; Wyman W Lai; Jonathan Afilalo; Lanqi Hua; Mark D Handschumacher; Krishnaswamy Chandrasekaran; Scott D Solomon; Eric K Louie; Nelson B Schiller
Journal:  J Am Soc Echocardiogr       Date:  2010-07       Impact factor: 5.251

2.  Diastolic or systolic left and right ventricular impairment at moderate doses of anthracycline? A 1-year follow-up study of women.

Authors:  Y Cottin; C Touzery; B Coudert; S Richebourg; M Cohen; M Toubeau; P Louis; J E Wolf; F Brunotte
Journal:  Eur J Nucl Med       Date:  1996-05

3.  Right ventricular response to intensive medical therapy in advanced decompensated heart failure.

Authors:  David Verhaert; Wilfried Mullens; Allen Borowski; Zoran B Popović; Ronan J Curtin; James D Thomas; W H Wilson Tang
Journal:  Circ Heart Fail       Date:  2010-02-22       Impact factor: 8.790

4.  Assessment of right ventricular functions during cancer chemotherapy.

Authors:  Asli Tanindi; Umut Demirci; Gulten Tacoy; Suleyman Buyukberber; Yakup Alsancak; Ugur Coskun; Ridvan Yalcin; Mustafa Benekli
Journal:  Eur J Echocardiogr       Date:  2011-08-30

5.  Straining the RV to predict the future.

Authors:  André La Gerche; Timothy J Roberts
Journal:  JACC Cardiovasc Imaging       Date:  2015-02

6.  The Tei index identifies a differential effect on left and right ventricular function with low-dose anthracycline chemotherapy.

Authors:  Mark Belham; Anton Kruger; Colin Pritchard
Journal:  J Am Soc Echocardiogr       Date:  2006-02       Impact factor: 5.251

7.  Echocardiographic predictors of adverse outcomes in primary pulmonary hypertension.

Authors:  Ronald J Raymond; Alan L Hinderliter; Park W Willis; David Ralph; Edgar J Caldwell; William Williams; Neil A Ettinger; Nicholas S Hill; Warren R Summer; Bennett de Boisblanc; Todd Schwartz; Gary Koch; Linda M Clayton; Maria M Jöbsis; James W Crow; Walker Long
Journal:  J Am Coll Cardiol       Date:  2002-04-03       Impact factor: 24.094

Review 8.  Cancer drugs and the heart: importance and management.

Authors:  Thomas M Suter; Michael S Ewer
Journal:  Eur Heart J       Date:  2012-07-12       Impact factor: 29.983

9.  The prevalence and prognostic significance of right ventricular systolic dysfunction in nonischemic dilated cardiomyopathy.

Authors:  Ankur Gulati; Tevfik F Ismail; Andrew Jabbour; Francisco Alpendurada; Kaushik Guha; Nizar A Ismail; Sadaf Raza; Jahanzaib Khwaja; Tristan D H Brown; Kishen Morarji; Emmanouil Liodakis; Michael Roughton; Ricardo Wage; Tapesh C Pakrashi; Rakesh Sharma; John-Paul Carpenter; Stuart A Cook; Martin R Cowie; Ravi G Assomull; Dudley J Pennell; Sanjay K Prasad
Journal:  Circulation       Date:  2013-08-21       Impact factor: 29.690

10.  Impaired Global Right Ventricular Longitudinal Strain Predicts Long-Term Adverse Outcomes in Patients with Pulmonary Arterial Hypertension.

Authors:  Jae-Hyeong Park; Margaret M Park; Samar Farha; Jacqueline Sharp; Erika Lundgrin; Suzy Comhair; Wai Hong Tang; Serpil C Erzurum; James D Thomas
Journal:  J Cardiovasc Ultrasound       Date:  2015-06-26
View more
  9 in total

1.  Chemotherapy-Induced Cardiotoxicity in Adolescent After Heart Transplant: Do Not Forget the Right Ventricle.

Authors:  Diana Salas-Mera; Lucía Deiros-Bronte; Ángela Uceda-Galiano; Yasmina Mozo-Del Castillo; Luis García-Guereta; Federico Gutiérrez-Larraya
Journal:  Pediatr Cardiol       Date:  2019-07-31       Impact factor: 1.655

2.  Right ventricular function and mechanics in chemotherapy- and radiotherapy-naïve cancer patients.

Authors:  Marijana Tadic; Ana Baudisch; Sabine Haßfeld; Frank Heinzel; Cesare Cuspidi; Franziska Burkhardt; Felicitas Escher; Philipp Attanasio; Burkert Pieske; Martin Genger
Journal:  Int J Cardiovasc Imaging       Date:  2018-05-24       Impact factor: 2.357

Review 3.  The influence of chemotherapy on the right ventricle: did we forget something?

Authors:  Marijana Tadic; Cesare Cuspidi; Dagmara Hering; Lucia Venneri; Oleksandr Danylenko
Journal:  Clin Cardiol       Date:  2017-02-13       Impact factor: 2.882

4.  Prevalence of Right Ventricle Strain Changes following Anthracycline Therapy.

Authors:  Michal Laufer-Perl; Moran Perelman-Gvili; Svetlana Sirota Dorfman; Guy Baruch; Ehud Rothschild; Gil Beer; Yaron Arbel; Joshua H Arnold; Zach Rozenbaum; Shmuel Banai; Yan Topilsky; Livia Kapusta
Journal:  Life (Basel)       Date:  2022-02-15

5.  Artificial intelligence and imaging: Opportunities in cardio-oncology.

Authors:  Nidhi Madan; Julliette Lucas; Nausheen Akhter; Patrick Collier; Feixiong Cheng; Avirup Guha; Lili Zhang; Abhinav Sharma; Abdulaziz Hamid; Imeh Ndiokho; Ethan Wen; Noelle C Garster; Marielle Scherrer-Crosbie; Sherry-Ann Brown
Journal:  Am Heart J Plus       Date:  2022-04-06

6.  Mechanical property evaluation of the right ventricular myocardium in cancer patients with chemotherapy by echocardiography: a systematic review and meta-analysis.

Authors:  Xueli Shi; Yiping Wang; Jianzhong Zhou
Journal:  Transl Cancer Res       Date:  2022-05       Impact factor: 0.496

7.  Pandemic Perspective: Commonalities Between COVID-19 and Cardio-Oncology.

Authors:  Sherry-Ann Brown; Svetlana Zaharova; Peter Mason; Jonathan Thompson; Bicky Thapa; David Ishizawar; Erin Wilkes; Gulrayz Ahmed; Jason Rubenstein; Joyce Sanchez; David Joyce; Balaraman Kalyanaraman; Michael Widlansky
Journal:  Front Cardiovasc Med       Date:  2020-12-04

8.  Early Detection and Prediction of Anthracycline-Induced Right Ventricular Cardiotoxicity by 3-Dimensional Echocardiography.

Authors:  Rui Zhao; Fang Shu; Chujie Zhang; Feiyan Song; Yuchen Xu; Ye Guo; Kai Xue; Jinyi Lin; Xianhong Shu; David H Hsi; Leilei Cheng
Journal:  JACC CardioOncol       Date:  2020-03-17

9.  Right ventricular 2D speckle-tracking echocardiography in children with osteosarcoma under chemotherapy.

Authors:  Ibtsam Khairat; Mohamed Khalfallah; Aliaa Shaban; Ibrahim Abu Farag; Asmaa Elkady
Journal:  Egypt Heart J       Date:  2019-11-21
  9 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.