Skip to main content
Top

Open Access 13-04-2024 | Vasovagal Syncope | Original Article

Age and mean platelet volume-based nomogram for predicting the therapeutic efficacy of metoprolol in Chinese pediatric patients with vasovagal syncope

Authors: Xiao-Juan Du, Ya-Qian Huang, Xue-Ying Li, Ying Liao, Hong-Fang Jin, Jun-Bao Du

Published in: World Journal of Pediatrics

Login to get access

Abstract

Background

Vasovagal syncope (VVS) is the most common type of orthostatic intolerance in children. We investigated whether platelet-related factors related to treatment efficacy in children suffering from VVS treated with metoprolol.

Methods

Metoprolol-treated VVS patients were recruited. The median duration of therapy was three months. Patients were followed and divided into two groups, treament-effective group and treatment-ineffective group. Logistic and least absolute shrinkage selection operator regressions were used to examine treatment outcome variables. Receiver-operating characteristic (ROC) curves, precision–recall (PR) curves, calibration plots, and decision curve analyses were used to evaluate the nomogram model.

Results

Among the 72 patients who complete the follow-up, treatment-effective group and treatment-ineffective group included 42 (58.3%) and 30 (41.7%) cases, respectively. The patients in the treatment-effective group exhibited higher mean platelet volume (MPV) [(11.0 ± 1.0) fl vs. (9.8 ± 1.0) fl, P < 0.01] and platelet distribution width [12.7% (12.3%, 14.3%) vs. 11.3% (10.2%, 12.2%), P < 0.01] than those in the treatment-ineffective group. The sex ratio was significantly different (P = 0.046). A fit model comprising age [odds ratio (OR) = 0.766, 95% confidence interval (CI) = 0.594–0.987] and MPV (OR = 5.613, 95% CI = 2.297–13.711) might predict therapeutic efficacy. The area under the curve of the ROC and PR curves was computed to be 0.85 and 0.9, respectively. The P value of the Hosmer–Lemeshow test was 0.27. The decision curve analysis confirmed that managing children with VVS based on the predictive model led to a net advantage ranging from 0.01 to 0.58. The nomogram is convenient for clinical applications.

Conclusion

A novel nomogram based on age and MPV can predict the therapeutic benefits of metoprolol in children with VVS.
Literature
1.
go back to reference Cui YX, Du JB, Jin HF. Baroreflex sensitivity and its implication in neurally mediated syncope in children. World J Pediatr. 2023;19:1023–9.CrossRefPubMed Cui YX, Du JB, Jin HF. Baroreflex sensitivity and its implication in neurally mediated syncope in children. World J Pediatr. 2023;19:1023–9.CrossRefPubMed
2.
go back to reference Jorge JG, Raj SR, Teixeira PS, Teixeira JAC, Sheldon RS. Likelihood of injury due to vasovagal syncope: a systematic review and meta-analysis. Europace. 2021;23:1092–9.CrossRefPubMed Jorge JG, Raj SR, Teixeira PS, Teixeira JAC, Sheldon RS. Likelihood of injury due to vasovagal syncope: a systematic review and meta-analysis. Europace. 2021;23:1092–9.CrossRefPubMed
3.
go back to reference Atici A, Asoglu R, Demirkiran A, Serbest NG, Emektas B, Sarikaya R, et al. The relationship between clinical characteristics and psychological status and quality of life in patients with vasovagal syncope. North Clin Istanb. 2020;7:237–45.PubMedPubMedCentral Atici A, Asoglu R, Demirkiran A, Serbest NG, Emektas B, Sarikaya R, et al. The relationship between clinical characteristics and psychological status and quality of life in patients with vasovagal syncope. North Clin Istanb. 2020;7:237–45.PubMedPubMedCentral
4.
go back to reference Ng J, Sheldon RS, Ritchie D, Raj V, Raj SR. Reduced quality of life and greater psychological distress in vasovagal syncope patients compared to healthy individuals. Pacing Clin Electrophysiol. 2019;42:180–8.CrossRefPubMed Ng J, Sheldon RS, Ritchie D, Raj V, Raj SR. Reduced quality of life and greater psychological distress in vasovagal syncope patients compared to healthy individuals. Pacing Clin Electrophysiol. 2019;42:180–8.CrossRefPubMed
5.
go back to reference Sheldon R, Rose S, Connolly S. Prevention of Syncope Trial (POST): a randomized clinical trial of beta blockers in the prevention of vasovagal syncope; rationale and study design. Europace. 2003;5:71–5.CrossRefPubMed Sheldon R, Rose S, Connolly S. Prevention of Syncope Trial (POST): a randomized clinical trial of beta blockers in the prevention of vasovagal syncope; rationale and study design. Europace. 2003;5:71–5.CrossRefPubMed
6.
go back to reference Béchir M, Binggeli C, Corti R, Chenevard R, Spieker L, Ruschitzka F, et al. Dysfunctional baroreflex regulation of sympathetic nerve activity in patients with vasovagal syncope. Circulation. 2003;107:1620–5.CrossRefPubMed Béchir M, Binggeli C, Corti R, Chenevard R, Spieker L, Ruschitzka F, et al. Dysfunctional baroreflex regulation of sympathetic nerve activity in patients with vasovagal syncope. Circulation. 2003;107:1620–5.CrossRefPubMed
7.
go back to reference Benditt DG, Detloff BL, Adkisson WO, Lu F, Sakaguchi S, Schussler S, et al. Age-dependence of relative change in circulating epinephrine and norepinephrine concentrations during tilt-induced vasovagal syncope. Heart Rhythm. 2012;9:1847–52.CrossRefPubMed Benditt DG, Detloff BL, Adkisson WO, Lu F, Sakaguchi S, Schussler S, et al. Age-dependence of relative change in circulating epinephrine and norepinephrine concentrations during tilt-induced vasovagal syncope. Heart Rhythm. 2012;9:1847–52.CrossRefPubMed
8.
go back to reference Tao C, Cui Y, Zhang C, Liu X, Zhang Q, Liu P, et al. Clinical efficacy of empirical therapy in children with vasovagal syncope. Children (Basel). 2022;9:1065.PubMed Tao C, Cui Y, Zhang C, Liu X, Zhang Q, Liu P, et al. Clinical efficacy of empirical therapy in children with vasovagal syncope. Children (Basel). 2022;9:1065.PubMed
9.
go back to reference Chen S, Du C, Shen M, Zhao G, Xu Y, Yang K, et al. Sympathetic stimulation facilitates thrombopoiesis by promoting megakaryocyte adhesion, migration, and proplatelet formation. Blood. 2016;127:1024–35.CrossRefPubMed Chen S, Du C, Shen M, Zhao G, Xu Y, Yang K, et al. Sympathetic stimulation facilitates thrombopoiesis by promoting megakaryocyte adhesion, migration, and proplatelet formation. Blood. 2016;127:1024–35.CrossRefPubMed
10.
go back to reference Kabul HK, Celik M, Yuksel U, Yalcinkaya E, Gokoglan Y, Bugan B, et al. Increased sympathetic activation in patients with vasovagal syncope is associated with higher mean platelet volume levels. Eur Rev Med Pharmacol Sci. 2014;18:235–41.PubMed Kabul HK, Celik M, Yuksel U, Yalcinkaya E, Gokoglan Y, Bugan B, et al. Increased sympathetic activation in patients with vasovagal syncope is associated with higher mean platelet volume levels. Eur Rev Med Pharmacol Sci. 2014;18:235–41.PubMed
11.
go back to reference Zou R, Wang S, Li F, Lin P, Zhang J, Wang Y, et al. The application of head-up tilt test to diagnose hemodynamic type of orthostatic intolerance in children aged between 3 and 5 years. Front Pediatr. 2021;9:623880.CrossRefPubMedPubMedCentral Zou R, Wang S, Li F, Lin P, Zhang J, Wang Y, et al. The application of head-up tilt test to diagnose hemodynamic type of orthostatic intolerance in children aged between 3 and 5 years. Front Pediatr. 2021;9:623880.CrossRefPubMedPubMedCentral
12.
go back to reference Wang C, Li Y, Liao Y, Tian H, Huang M, Dong X, et al. 2018 Chinese Pediatric Cardiology Society (CPCS) guideline for diagnosis and treatment of syncope in children and adolescents. Sci Bull (Beijing). 2018;63:1558–64.CrossRef Wang C, Li Y, Liao Y, Tian H, Huang M, Dong X, et al. 2018 Chinese Pediatric Cardiology Society (CPCS) guideline for diagnosis and treatment of syncope in children and adolescents. Sci Bull (Beijing). 2018;63:1558–64.CrossRef
13.
go back to reference Tao C, Li X, Tang C, Jin H, Du J. Baroreflex sensitivity predicts response to metoprolol in children with vasovagal syncope: a pilot study. Front Neurosci. 2019;13:1329.CrossRefPubMedPubMedCentral Tao C, Li X, Tang C, Jin H, Du J. Baroreflex sensitivity predicts response to metoprolol in children with vasovagal syncope: a pilot study. Front Neurosci. 2019;13:1329.CrossRefPubMedPubMedCentral
14.
go back to reference Tao C, Li X, Tang C, Jin H, Du J. Acceleration index predicts efficacy of orthostatic training on vasovagal syncope in children. J Pediatr. 2019;207:54–8.CrossRefPubMed Tao C, Li X, Tang C, Jin H, Du J. Acceleration index predicts efficacy of orthostatic training on vasovagal syncope in children. J Pediatr. 2019;207:54–8.CrossRefPubMed
15.
go back to reference The Subspecialty Group of Cardiology, The Society of Pediatrics, Chinese Medical Association, the Editorial Board of Chinese Journal of Pediatrics. Guidelines for diagnosis of syncope in children. Zhonghua Er Ke Za Zhi. 2009;47:99–101 (in Chinese). The Subspecialty Group of Cardiology, The Society of Pediatrics, Chinese Medical Association, the Editorial Board of Chinese Journal of Pediatrics. Guidelines for diagnosis of syncope in children. Zhonghua Er Ke Za Zhi. 2009;47:99–101 (in Chinese).
16.
go back to reference Du J, Li W, Chen J. A study on head-up tilt test for the diagnosis of unexplained syncope. Zhonghua Er Ke Za Zhi. 1997;35:30–3 (in Chinese). Du J, Li W, Chen J. A study on head-up tilt test for the diagnosis of unexplained syncope. Zhonghua Er Ke Za Zhi. 1997;35:30–3 (in Chinese).
17.
go back to reference Nijman SWJ, Groenhof TKJ, Hoogland J, Bots ML, Brandjes M, Jacobs JJL, et al. Real-time imputation of missing predictor values improved the application of prediction models in daily practice. J Clin Epidemiol. 2021;134:22–34.CrossRefPubMed Nijman SWJ, Groenhof TKJ, Hoogland J, Bots ML, Brandjes M, Jacobs JJL, et al. Real-time imputation of missing predictor values improved the application of prediction models in daily practice. J Clin Epidemiol. 2021;134:22–34.CrossRefPubMed
18.
go back to reference Hadeed SJ, O’Rourke MK, Burgess JL, Harris RB, Canales RA. Imputation methods for addressing missing data in short-term monitoring of air pollutants. Sci Total Environ. 2020;730:139140.CrossRefPubMedPubMedCentral Hadeed SJ, O’Rourke MK, Burgess JL, Harris RB, Canales RA. Imputation methods for addressing missing data in short-term monitoring of air pollutants. Sci Total Environ. 2020;730:139140.CrossRefPubMedPubMedCentral
19.
go back to reference Hu Y, He B, Han Z, Wang Y, Tao C, Wang Y, et al. Risk factors for orthostatic hypertension in children. J Pediatr. 2020;227:212–7.e1.CrossRefPubMed Hu Y, He B, Han Z, Wang Y, Tao C, Wang Y, et al. Risk factors for orthostatic hypertension in children. J Pediatr. 2020;227:212–7.e1.CrossRefPubMed
20.
go back to reference Yuan P, Li X, Tao C, Du X, Zhang C, Du J, et al. Poincaré plot can be a useful tool to select potential responders to metoprolol therapy in children with vasovagal syncope. Int J Gen Med. 2022;15:2681–93.CrossRefPubMedPubMedCentral Yuan P, Li X, Tao C, Du X, Zhang C, Du J, et al. Poincaré plot can be a useful tool to select potential responders to metoprolol therapy in children with vasovagal syncope. Int J Gen Med. 2022;15:2681–93.CrossRefPubMedPubMedCentral
21.
go back to reference Kong Q, Yang X, Cai Z, Pan Y, Wang M, Liu M, et al. Twenty-four-hour urine NE level as a predictor of the therapeutic response to metoprolol in children with recurrent vasovagal syncope. Ir J Med Sci. 2019;188:1279–87.CrossRefPubMed Kong Q, Yang X, Cai Z, Pan Y, Wang M, Liu M, et al. Twenty-four-hour urine NE level as a predictor of the therapeutic response to metoprolol in children with recurrent vasovagal syncope. Ir J Med Sci. 2019;188:1279–87.CrossRefPubMed
22.
go back to reference Cui Y, Liao Y, Zhang Q, Yan H, Liu P, Wang Y, et al. Spectrum of underlying diseases in syncope and treatment of neurally mediated syncope in children and adolescents over the past 30 years: a single center study. Front Cardiovasc Med. 2022;9:1017505.CrossRefPubMedPubMedCentral Cui Y, Liao Y, Zhang Q, Yan H, Liu P, Wang Y, et al. Spectrum of underlying diseases in syncope and treatment of neurally mediated syncope in children and adolescents over the past 30 years: a single center study. Front Cardiovasc Med. 2022;9:1017505.CrossRefPubMedPubMedCentral
23.
go back to reference Kula S, Olgunturk R, Tunaoglu FS, Canter B. Circadian variation of QTc dispersion in children with vasovagal syncope. Int J Cardiol. 2004;97:407–10.CrossRefPubMed Kula S, Olgunturk R, Tunaoglu FS, Canter B. Circadian variation of QTc dispersion in children with vasovagal syncope. Int J Cardiol. 2004;97:407–10.CrossRefPubMed
24.
go back to reference Lande K, Gjesdal K, Fønstelien E, Kjeldsen SE, Eide I. Effects of adrenaline infusion on platelet number, volume and release reaction. Thromb Haemost. 1985;54:450–3.CrossRefPubMed Lande K, Gjesdal K, Fønstelien E, Kjeldsen SE, Eide I. Effects of adrenaline infusion on platelet number, volume and release reaction. Thromb Haemost. 1985;54:450–3.CrossRefPubMed
25.
go back to reference Tschuor C, Asmis LM, Lenzlinger PM, Tanner M, Härter L, Keel M, et al. In vitro norepinephrine significantly activates isolated platelets from healthy volunteers and critically ill patients following severe traumatic brain injury. Crit Care. 2008;12:R80.CrossRefPubMedPubMedCentral Tschuor C, Asmis LM, Lenzlinger PM, Tanner M, Härter L, Keel M, et al. In vitro norepinephrine significantly activates isolated platelets from healthy volunteers and critically ill patients following severe traumatic brain injury. Crit Care. 2008;12:R80.CrossRefPubMedPubMedCentral
26.
go back to reference Holme PA, Orvim U, Hamers MJ, Solum NO, Brosstad FR, Barstad RM, et al. Shear-induced platelet activation and platelet microparticle formation at blood flow conditions as in arteries with a severe stenosis. Arterioscler Thromb Vasc Biol. 1997;17:646–53.CrossRefPubMed Holme PA, Orvim U, Hamers MJ, Solum NO, Brosstad FR, Barstad RM, et al. Shear-induced platelet activation and platelet microparticle formation at blood flow conditions as in arteries with a severe stenosis. Arterioscler Thromb Vasc Biol. 1997;17:646–53.CrossRefPubMed
27.
go back to reference Wiedmer T, Shattil SJ, Cunningham M, Sims PJ. Role of calcium and calpain in complement-induced vesiculation of the platelet plasma membrane and in the exposure of the platelet factor Va receptor. Biochemistry. 1990;29:623–32.CrossRefPubMed Wiedmer T, Shattil SJ, Cunningham M, Sims PJ. Role of calcium and calpain in complement-induced vesiculation of the platelet plasma membrane and in the exposure of the platelet factor Va receptor. Biochemistry. 1990;29:623–32.CrossRefPubMed
28.
go back to reference Johansson M, Yan H, Welinder C, Végvári Á, Hamrefors V, Bäck M, et al. Plasma proteomic profiling in postural orthostatic tachycardia syndrome (POTS) reveals new disease pathways. Sci Rep. 2022;12:20051.CrossRefPubMedPubMedCentral Johansson M, Yan H, Welinder C, Végvári Á, Hamrefors V, Bäck M, et al. Plasma proteomic profiling in postural orthostatic tachycardia syndrome (POTS) reveals new disease pathways. Sci Rep. 2022;12:20051.CrossRefPubMedPubMedCentral
29.
go back to reference Silva CC, Bertollo M, Reichert FF, Boullosa DA, Nakamura FY. Reliability of heart rate variability in children: influence of sex and body position during data collection. Pediatr Exerc Sci. 2017;29:228–36.CrossRefPubMed Silva CC, Bertollo M, Reichert FF, Boullosa DA, Nakamura FY. Reliability of heart rate variability in children: influence of sex and body position during data collection. Pediatr Exerc Sci. 2017;29:228–36.CrossRefPubMed
30.
go back to reference Harteveld LM, Nederend I, Ten Harkel ADJ, Schutte NM, de Rooij SR, Vrijkotte TGM, et al. Maturation of the cardiac autonomic nervous system activity in children and adolescents. J Am Heart Assoc. 2021;10:e017405.CrossRefPubMedPubMedCentral Harteveld LM, Nederend I, Ten Harkel ADJ, Schutte NM, de Rooij SR, Vrijkotte TGM, et al. Maturation of the cardiac autonomic nervous system activity in children and adolescents. J Am Heart Assoc. 2021;10:e017405.CrossRefPubMedPubMedCentral
32.
go back to reference Tang G, Qi L, Sun Z, Liu J, Lv Z, Chen L, et al. Evaluation and analysis of incidence and risk factors of lower extremity venous thrombosis after urologic surgeries: a prospective two-center cohort study using lasso-logistic regression. Int J Surg. 2021;89:105948.CrossRefPubMed Tang G, Qi L, Sun Z, Liu J, Lv Z, Chen L, et al. Evaluation and analysis of incidence and risk factors of lower extremity venous thrombosis after urologic surgeries: a prospective two-center cohort study using lasso-logistic regression. Int J Surg. 2021;89:105948.CrossRefPubMed
33.
go back to reference Xu B, Zhang Q, Li X, Tang C, Du J, Liu X, et al. A predictive model of response to metoprolol in children and adolescents with postural tachycardia syndrome. World J Pediatr. 2023;19:390–400.CrossRefPubMedPubMedCentral Xu B, Zhang Q, Li X, Tang C, Du J, Liu X, et al. A predictive model of response to metoprolol in children and adolescents with postural tachycardia syndrome. World J Pediatr. 2023;19:390–400.CrossRefPubMedPubMedCentral
34.
go back to reference Jia W, Shi W, Yao Q, Mao Z, Chen C, Fan A, et al. Identifying immune infiltration by deep learning to assess the prognosis of patients with hepatocellular carcinoma. J Cancer Res Clin Oncol. 2023;149:12621–35.CrossRefPubMed Jia W, Shi W, Yao Q, Mao Z, Chen C, Fan A, et al. Identifying immune infiltration by deep learning to assess the prognosis of patients with hepatocellular carcinoma. J Cancer Res Clin Oncol. 2023;149:12621–35.CrossRefPubMed
35.
go back to reference Timilsina M, Fey D, Buosi S, Janik A, Costabello L, Carcereny E, et al. Synergy between imputed genetic pathway and clinical information for predicting recurrence in early stage non-small cell lung cancer. J Biomed Inform. 2023;144:104424.CrossRefPubMed Timilsina M, Fey D, Buosi S, Janik A, Costabello L, Carcereny E, et al. Synergy between imputed genetic pathway and clinical information for predicting recurrence in early stage non-small cell lung cancer. J Biomed Inform. 2023;144:104424.CrossRefPubMed
36.
go back to reference Steyerberg EW, Vergouwe Y. Towards better clinical prediction models: seven steps for development and an ABCD for validation. Eur Heart J. 2014;35:1925–31.CrossRefPubMedPubMedCentral Steyerberg EW, Vergouwe Y. Towards better clinical prediction models: seven steps for development and an ABCD for validation. Eur Heart J. 2014;35:1925–31.CrossRefPubMedPubMedCentral
37.
go back to reference Oomen L, de Jong H, Bouts AHM, Keijzer-Veen MG, Cornelissen EAM, de Wall LL, et al. A pre-transplantation risk assessment tool for graft survival in Dutch pediatric kidney recipients. Clin Kidney J. 2023;16:1122–31.CrossRefPubMedPubMedCentral Oomen L, de Jong H, Bouts AHM, Keijzer-Veen MG, Cornelissen EAM, de Wall LL, et al. A pre-transplantation risk assessment tool for graft survival in Dutch pediatric kidney recipients. Clin Kidney J. 2023;16:1122–31.CrossRefPubMedPubMedCentral
38.
go back to reference Yang B, Zhang W, Qiu J, Yu Y, Li J, Zheng B. The development and validation of a nomogram for predicting brain metastases after chemotherapy and radiotherapy in male small cell lung cancer patients with stage III. Aging (Albany NY). 2023;15:6487–502.CrossRefPubMed Yang B, Zhang W, Qiu J, Yu Y, Li J, Zheng B. The development and validation of a nomogram for predicting brain metastases after chemotherapy and radiotherapy in male small cell lung cancer patients with stage III. Aging (Albany NY). 2023;15:6487–502.CrossRefPubMed
39.
go back to reference Gao Y, Yu Q, Li X, Xia C, Zhou J, Xia T, et al. An imaging-based machine learning model outperforms clinical risk scores for prognosis of cirrhotic variceal bleeding. Eur Radiol. 2023;33:8965–73.CrossRefPubMed Gao Y, Yu Q, Li X, Xia C, Zhou J, Xia T, et al. An imaging-based machine learning model outperforms clinical risk scores for prognosis of cirrhotic variceal bleeding. Eur Radiol. 2023;33:8965–73.CrossRefPubMed
41.
go back to reference Song J, Li H, Wang Y, Liu P, Li X, Tang C, et al. Left ventricular ejection fraction and fractional shortening are useful for the prediction of the therapeutic response to metoprolol in children with vasovagal syncope. Pediatr Cardiol. 2018;39:1366–72.CrossRefPubMed Song J, Li H, Wang Y, Liu P, Li X, Tang C, et al. Left ventricular ejection fraction and fractional shortening are useful for the prediction of the therapeutic response to metoprolol in children with vasovagal syncope. Pediatr Cardiol. 2018;39:1366–72.CrossRefPubMed
Metadata
Title
Age and mean platelet volume-based nomogram for predicting the therapeutic efficacy of metoprolol in Chinese pediatric patients with vasovagal syncope
Authors
Xiao-Juan Du
Ya-Qian Huang
Xue-Ying Li
Ying Liao
Hong-Fang Jin
Jun-Bao Du
Publication date
13-04-2024
Publisher
Springer Nature Singapore
Published in
World Journal of Pediatrics
Print ISSN: 1708-8569
Electronic ISSN: 1867-0687
DOI
https://doi.org/10.1007/s12519-024-00802-5