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Circulating acetylcholine serves as a potential biomarker role in pulmonary hypertension

Abstract

Background

An increased acetylcholine (ACh) level in the right ventricle tissue of pulmonary hypertension (PH) was revealed, which indicated the important role of ACh in disease pathogenesis. However, the relationship between plasma ACh levels and disease conditions and patients’ prognosis has not been investigated. We aimed to explore the association between plasma ACh levels and the prognosis of patients with PH. We also discussed the feasibility of plasma ACh as a biomarker, which may contribute to the management of PH patients in the future.

Methods

Patients with confirmed PH in Fuwai Hospital from April 2019 to August 2020 were enrolled. The primary clinical outcome in this study was defined as a composite outcome, including death/lung transplantation, heart failure, and worsening of symptoms. Fasting plasma was collected to detect the ACh levels. The association between ACh levels and patients’ prognosis was explored.

Results

Finally, four hundred and eight patients with PH were enrolled and followed for a mean period of 2.5 years. Patients in the high ACh group had worse World Health Organization Functional Class (WHO-FC), lower 6-minute walk distance (6 MWD), and higher N-terminal pro-brain natriuretic peptide (NT-proBNP). Notably, echocardiographic and hemodynamic parameters in the high metabolite group also suggested a worse disease condition compared with the low ACh group. After adjusting for confounders, compared with low ACh patients, those with high metabolite levels still have worse prognoses characterized as elevated risk of mortality, heart failure, and symptoms worsening.

Conclusion

High circulating ACh levels were associated with severe PH conditions and poor prognosis, which might serve as a potential biomarker in PH.

Peer Review reports

Introduction

Pulmonary hypertension (PH) is a life-threatening cardiovascular disease characterized by a chronic and progressive increase in pulmonary vascular resistance (PVR), leading to remodelling of the right ventricle and eventual right ventricular failure [1]. Even though the management of PH has improved significantly since a decade ago, the prognosis of patients is still far from satisfactory. The symptoms of PH present nonspecifically like many other lung diseases including dyspnea and fatigue, which often cause a delay in clinical diagnosis and optimal therapy.

Acetylcholine (ACh) is a well-established signalling molecule that serves as the primary chemical neurotransmitter regulating various physiological functions [2]. In the heart, ACh is released through the parasympathetic branch of the autonomous nervous system as a neuronal source [3] but is also synthesized and released from nonneuronal cells, including cardiomyocytes [4]. The ACh-mediated cholinergic system plays a crucial role in modulating the intricate interactions between sympathetic and parasympathetic responses, thereby maintaining the homeostasis of cardiac physiology [5]. In general, parasympathetic stimulation tends to counterbalance the actions of the sympathetic nervous system, leading to a reduction in heart rate, atrial contractility, and conduction velocities of the sinoatrial and atrioventricular nodes [6]. Recent advancements have highlighted the protective effects of ACh in the heart under several pathologic conditions, such as sympathetic hyperactivity-induced hypertrophy [7], myocardial infarction [8], hypertension [9], cardiomyopathy [10], and ventricular dysfunction [11]. Additionally, ACh’s cardioprotective actions have been associated with anti-inflammatory responses, revealing an unrecognized beneficial function of ACh in the cardiovascular system [5]. The effects of ACh on pulmonary circulation have been investigated by previous works [12,13,14]. α7 nicotinic acetylcholine receptor (α7 nAChR) plays an essential role in the execution of biological functions of acetylcholine. Activation of α7 nAChR by acetylcholine may promote the right ventricular remodelling and PH [15]. A recent study has demonstrated an increased ACh level in the right ventricle tissue of PH, indicating its potentially important role in disease pathogenesis [16]. However, to date, the relationship between plasma ACh levels and disease conditions and PH patients’ prognosis has not been elucidated.

In this study, our objective was to investigate the relationship between plasma ACh levels and the severity and prognosis of patients with PH, as well as to discuss the potential of plasma ACh as a biomarker for the future management of PH patients.

Methods

This clinical study was approved by the ethics committee of Fuwai Hospital and adhered to the Declaration of Helsinki. All the patients enrolled in this study provided written informed consent.

Study population

PH was defined as a mean pulmonary arterial pressure (mPAP) ≥ 25 mmHg at resting by right heart catheterisation according to the 2015 European Society of Cardiology PH guideline [17]. Although the threshold for the diagnosis of PH was reduced to 20 mmHg in the latest PH guideline [18], we used the previous criteria in this study because the new threshold had not been recommended by the European Society of Cardiology when the cohort started. Inpatients with confirmed PH in Fuwai Hospital, National Cardiovascular Center from April 2019 to August 2020 were enrolled. Exclusion criteria included individuals with tumours, nervous system diseases, and pregnant women. Those who declined to participate in the study and lost to follow-up were also excluded.

Clinical data collection

Fasting plasma samples were used for the measurement of acetylcholine and other laboratory indicators. Hemodynamic parameters including mean right atrial pressure (mRAP), mPAP, pulmonary arterial wedge pressure (PAWP), PVR, and cardiac output index were obtained by right heart catheterisation. Demographic characteristics, body mass index (BMI, calculated as weight/height2), World Health Organization Functional Class (WHO-FC), 6-minute walk distance (6 MWD), and echocardiographic data were also collected from the electronic medical records.

Clinical outcome and follow-up

The primary clinical outcome in this study was defined as a composite outcome including death/lung transplantation, heart failure, and worsening of symptoms. The secondary endpoint was considered as death/lung transplantation, heart failure, and worsening of symptoms, respectively. Patients were followed up through the outpatient department, rehospitalization, or telephone call. Follow-up duration was defined from the first time of ACh measurement to the occurrence of outcomes or the end of follow-up (September 2022).

Statistical analysis

A restricted cubic spline was used to illustrate the association between ACh levels and clinical outcomes and to explore the cut-off value of circulating ACh levels. PH patients were divided into two groups based on the metabolite levels and differences were analysed using Student’s t-tests or nonparametric test and chi-square tests for categorical variables. Kaplan–Meier (KM) analysis and Cox proportional hazards regression were used for survival analyses. Propensity score matching was used to adjust for the potential confounders aiming to further reveal the effects of circulating ACh levels on PH prognosis. A two-sided P-value of less than 0.05 was considered statistical significance. Statistical analyses were performed using R 2.8.0 (Vienna, Austria) and SPSS (version 23; IBM Corp, 2015).

Results

Patient cohort

A total of 408 patients with PH were enrolled and followed for an average of 2.5 (2.5 ± 0.9) years in this cohort study. Briefly, we included a total of 294 patients with pulmonary arterial hypertension (Group 1), 106 patients with PH in Group 4, and 8 patients with other subtypes of PH. During the follow-up, 133 individuals had primary outcomes including 58 death, 106 heart failure, and 130 symptoms worsening.

Basic characteristics of PH patients stratified by circulating ACh levels

Figure 1A illustrates the association between circulating ACh levels and the risk of composite clinical outcomes. When the level of ACh was higher than 0.76 µmol/L, the risk of adverse events increased among PH patients. Similar trends were explored between metabolite with death, heart failure, and symptoms worsening, as displayed in Fig. 1B-D.

Fig. 1
figure 1

Restricted cubic spline result of Acetylcholine levels with hazard ratios for the risk of primary outcome (A), death (B), heart failure (C), and symptoms worsening (D). HR: hazard ratio; CI: confidence interval

Patients with PH were divided into two cohorts based on the ACh levels (with a cut-off value of 0.76 µmol/L). Table 1 shows the basic clinical characteristics of patients. Briefly, patients were older, male-dominated, and with elevated creatinine levels in the high ACh group. Compared with those in the low metabolite group, patients stratified in the high ACh group had worse WHO-FC, lower 6 MWD, and higher N-terminal pro-brain natriuretic peptide (NT-proBNP). Notably, echocardiographic and hemodynamic parameters in the high metabolite group indicate lower tricuspid annular plane systolic excursion (TAPSE) and cardiac index, as well as higher mRAP and PVR, suggesting a more severe disease condition compared with the low ACh group. There were no significant differences in treatment between the groups, except for the use of endothelin receptor inhibitors.

Table 1 Baseline characteristics of patients with PH stratified by acetylcholine levels

High ACh levels were associated with poor prognosis

Patients in the high ACh group were more likely to experience a poor prognosis than those in the low group (Fig. 2). The estimated incidences of both composite events (P = 0.0016, Fig. 2A) and secondary clinical outcomes (Fig. 2B-D) differed significantly between the two cohorts. Supplementary Table 1 shows the results of univariate Cox regression analysis. After adjusting for the confounders including age, albumin, treatment, PH subtypes, and comorbidities, high metabolite levels remained significantly associated with the increased risk of adverse endpoint events [hazard ratio (HR) = 2.450, 95% CI: 1.414–4.247; P = 0.001]. Furthermore, even after adjusting for the factors which were strongly associated with the prognosis of PH, including 6 MWD, WHO-FC, and echocardiographic parameters, a similar trend was observed [HR = 1.958, 95% CI: 1.141–3.362; P = 0.015, Table 2].

Fig. 2
figure 2

Kaplan-Meier analysis for the incidence of composite outcome events (A), death (B), heart failure (C), and symptoms worsening (D) in patients with high and low acetylcholine levels. Four hundred and eight patients with PH were analyzed (n = 203 in the high acetylcholine group; n = 205 in the low acetylcholine group). P-value calculated by the log-rank test

Table 2 Multivariate cox analysis of acetylcholine and prognosis in patients with PH

Sensitivity analyses after propensity score matching

We noticed that patients were old, male-dominated, and with elevated creatinine levels in the high ACh group. Propensity score matching was used to reduce the confounding effects of these factors. In this phase, 252 PH patients were included for analysis (Supplementary Fig. 1) and the characteristics were shown in Supplementary Table 2. Our findings consistently demonstrated that elevated ACh levels remained associated with a poor prognosis for patients with PH, aligning with previous results.

Discussion

Despite significant advancements in therapy options and treatment strategies for PH, improper management and inadequate evaluation remain common issues. Given the progressive nature of PH, risk stratification and timely ascertaining the severity are crucial for adjusting treatment and reducing serious consequences. The exploration of effective plasma biomarkers is essential for disease management.

In this study, we identified the underlying connection between the circulating ACh level and the risk of poor prognosis using the restricted cubic spline analysis. Our findings revealed that higher ACh levels correlated with more severe baseline characteristics and worse clinical manifestations in PH patients, including worse WHO-FC, lower 6 MWD, and higher NT-proBNP levels, as well as worse echocardiographic and hemodynamic parameters. These results align with findings of a recent work that increased ACh is significantly associated with right ventricular fibrosis and dysfunction by activation of α7 nAChR [16]. It has been shown that activation of α7 nAChR contributes to the abnormal proliferation of vascular smooth muscle cells and adventitial fibroblasts [19], as well as accelerating neovascularization and fibrovascular growth [20]. Notably, α7 nAChR stimulation may lead to increased pulmonary blood pressure accompanied by right ventricular remodelling, inducing progressive and persistent PH [15]. Hence, it is plausible that that high ACh levels may participate in the PH pathogenesis through the overactivation of α7 nAChR signalling, leading to maladaptive vascular fibrosis and ventricular dysfunction. Additional studies will be required to identify the molecular mechanisms and investigate the potential clinical significance of targeting plasma ACh levels in PH patients to improve symptoms and outcomes.

Furthermore, our study demonstrated a strong association between high ACh levels and poor prognosis, which remained significant even after propensity score matching to reduce the effects of confounding factors. A possible explanation for this might be the feedback regulation of cholinergic transdifferentiation and ACh production. The autonomic nervous system, especially the sympathetic/parasympathetic balance, is a crucial regulator of cardiovascular function [21, 22]. Research has implicated that the overactivation of the sympathetic nervous system contributes to cardiac remodelling and blood pressure elevation, which is usually associated with poorer prognosis and higher morbidity and mortality [23,24,25]. In chronic PH, increased cholinergic tone and induction of ACh production may counteract sympathetic action and help restore autonomic function to maintain heart homeostasis [26]. Oral administration of donepezil, an acetylcholinesterase inhibitor, could markedly improve the long-term survival of chronic heart failure rats by preventing ventricular dysfunction and cardiac remodelling [27]. Studies have shown that increasing Ach level by acetylcholinesterase inhibition via pyridostigmine could reduce pulmonary vascular resistance, right ventricular afterload, and pulmonary vascular remodelling, coupling with reduced local and systemic inflammation [28]. The cholinergic anti-inflammatory pathway, involving both vagal and nonneuronal ACh, has been found to have cardioprotective effects in heart failure [29]. Based on the previous knowledge, we speculate that circulating ACh may be a response to PH and could potentially have a beneficial effect on preventing disease progression. These findings highlight the complex role ACh responses might play in regulating cardiovascular function in health and disease via multiple receptors and pathways. Importantly, our results indicated the potential use of ACh as a plasma-based biomarker to monitor PH progression, but further confirmation is needed through large-scale prospective cohort studies.

Although this study was conducted with a rigorous design, there were still several limitations. It was a single-center study and the results needed to be verified in multi-center research. In addition, the specific role of ACh in PH pathogenesis was still unknown and basic research was warranted to reveal the inner association. Nevertheless, our study first demonstrated the potential biomarker role of ACh in PH indicating its value in disease management.

Conclusion

High circulating ACh levels were associated with severe PH conditions. Compared with low ACh patients, those with high metabolite levels had worse prognoses characterized by an elevated risk of mortality, heart failure, and symptoms worsening. This indicates that circulating ACh may serve as a potential biomarker in PH.

Data availability

The datasets analysed during the current study are not publicly available due to [REASON WHY DATA ARE NOT PUBLIC] but are available from the corresponding author upon reasonable request.

Abbreviations

ACh:

Acetylcholine

PVR:

Pulmonary vascular resistance

mPAP:

mean pulmonary arterial pressure

mRAP:

mean right atrial pressure

KM:

Kaplan–Meier

References

  1. Poch D, Mandel J. Pulmonary hypertension. Ann Intern Med. 2021;174(4):Itc49–itc64.

    Article  PubMed  Google Scholar 

  2. Durell J, Garland JT, Friedel RO. Acetylcholine action: biochemical aspects. Sci (New York NY). 1969;165(3896):862–6.

    Article  CAS  Google Scholar 

  3. Saternos HC, Almarghalani DA, Gibson HM, Meqdad MA, Antypas RB, Lingireddy A, AbouAlaiwi WA. Distribution and function of the muscarinic receptor subtypes in the cardiovascular system. Physiol Genom. 2018;50(1):1–9.

    Article  CAS  Google Scholar 

  4. Saw EL, Kakinuma Y, Fronius M, Katare R. The non-neuronal cholinergic system in the heart: a comprehensive review. J Mol Cell Cardiol. 2018;125:129–39.

    Article  CAS  PubMed  Google Scholar 

  5. Roy A, Guatimosim S, Prado VF, Gros R, Prado MA. Cholinergic activity as a new target in diseases of the heart. Mol Med (Cambridge Mass). 2015;20(1):527–37.

    Article  Google Scholar 

  6. Kent KM, Epstein SE, Cooper T, Jacobowitz DM. Cholinergic innervation of the canine and human ventricular conducting system. Anatomic and electrophysiologic correlations. Circulation. 1974;50(5):948–55.

    Article  CAS  PubMed  Google Scholar 

  7. Gavioli M, Lara A, Almeida PW, Lima AM, Damasceno DD, Rocha-Resende C, Ladeira M, Resende RR, Martinelli PM, Melo MB, et al. Cholinergic signaling exerts protective effects in models of sympathetic hyperactivity-induced cardiac dysfunction. PLoS ONE. 2014;9(7):e100179.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Durand MT, Becari C, de Oliveira M, do Carmo JM, Silva CA, Prado CM, Fazan R Jr. Salgado HC: Pyridostigmine restores cardiac autonomic balance after small myocardial infarction in mice. PLoS ONE. 2014;9(8):e104476.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Lataro RM, Silva CA, Tefé-Silva C, Prado CM, Salgado HC. Acetylcholinesterase inhibition attenuates the development of hypertension and inflammation in spontaneously hypertensive rats. Am J Hypertens. 2015;28(10):1201–8.

    Article  CAS  PubMed  Google Scholar 

  10. de Cuba MB, Machado MP, Farnesi TS, Alves AC, Martins LA, de Oliveira LF, Capitelli CS, Leite CF, Silva MV, Machado JR, et al. Effects of cholinergic stimulation with pyridostigmine bromide on chronic chagasic cardiomyopathic mice. Mediat Inflamm. 2014;2014:475946.

    Article  Google Scholar 

  11. Roy A, Dakroub M, Tezini GC, Liu Y, Guatimosim S, Feng Q, Salgado HC, Prado VF, Prado MA, Gros R. Cardiac acetylcholine inhibits ventricular remodeling and dysfunction under pathologic conditions. FASEB J: Off Publication Federation Am Soc Exp Biol. 2016;30(2):688–701.

    Article  CAS  PubMed  Google Scholar 

  12. Schmeck J, Konrad C, Schöffel S, Wendel-Wellner M, Gluth H, Koch T, Krafft P. Interaction of acetylcholine and endothelin-1 in the modulation of pulmonary arterial pressure. Crit Care Med. 2000;28(12):3869–75.

    Article  CAS  PubMed  Google Scholar 

  13. Palevsky HI, Long W, Crow J, Fishman AP. Prostacyclin and acetylcholine as screening agents for acute pulmonary vasodilator responsiveness in primary pulmonary hypertension. Circulation. 1990;82(6):2018–26.

    Article  CAS  PubMed  Google Scholar 

  14. Orii R, Sugawara Y, Sawamura S, Yamada Y. M3muscarinic receptors mediate acetylcholine-induced pulmonary vasodilation in pulmonary hypertension. Biosci Trends. 2010;4(5):260–6.

    CAS  PubMed  Google Scholar 

  15. Oakes JM, Xu J, Morris TM, Fried ND, Pearson CS, Lobell TD, Gilpin NW, Lazartigues E, Gardner JD, Yue X. Effects of Chronic Nicotine Inhalation on Systemic and Pulmonary Blood Pressure and Right Ventricular Remodeling in Mice. Hypertension (Dallas, Tex: 1979) 2020, 75(5):1305–1314.

  16. Vang A, da Silva Gonçalves Bos D, Fernandez-Nicolas A, Zhang P, Morrison AR, Mancini TJ, Clements RT, Polina I, Cypress MW, Jhun BS et al. α7 nicotinic acetylcholine receptor mediates right ventricular fibrosis and diastolic dysfunction in pulmonary hypertension. JCI Insight 2021, 6(12).

  17. Galiè N, Humbert M, Vachiery JL, Gibbs S, Lang I, Torbicki A, Simonneau G, Peacock A, Vonk Noordegraaf A, Beghetti M, et al. 2015 ESC/ERS guidelines for the diagnosis and treatment of pulmonary hypertension: the Joint Task Force for the diagnosis and treatment of pulmonary hypertension of the European Society of Cardiology (ESC) and the European Respiratory Society (ERS): endorsed by: Association for European Paediatric and Congenital Cardiology (AEPC), International Society for Heart and Lung Transplantation (ISHLT). Eur Heart J. 2016;37(1):67–119.

    Article  PubMed  Google Scholar 

  18. Humbert M, Kovacs G, Hoeper MM, Badagliacca R, Berger RMF, Brida M, Carlsen J, Coats AJS, Escribano-Subias P, Ferrari P et al. 2022 ESC/ERS guidelines for the diagnosis and treatment of pulmonary hypertension. Eur Respir J. 2023;61(1).

  19. Li JM, Cui TX, Shiuchi T, Liu HW, Min LJ, Okumura M, Jinno T, Wu L, Iwai M, Horiuchi M. Nicotine enhances angiotensin II-induced mitogenic response in vascular smooth muscle cells and fibroblasts. Arterioscler Thromb Vasc Biol. 2004;24(1):80–4.

    Article  PubMed  Google Scholar 

  20. Heeschen C, Jang JJ, Weis M, Pathak A, Kaji S, Hu RS, Tsao PS, Johnson FL, Cooke JP. Nicotine stimulates angiogenesis and promotes tumor growth and atherosclerosis. Nat Med. 2001;7(7):833–9.

    Article  CAS  PubMed  Google Scholar 

  21. Floras JS. Sympathetic nervous system activation in human heart failure: clinical implications of an updated model. J Am Coll Cardiol. 2009;54(5):375–85.

    Article  CAS  PubMed  Google Scholar 

  22. Braunwald E, Bristow MR. Congestive heart failure: fifty years of progress. Circulation. 2000;102(20 Suppl 4):Iv14–23.

    CAS  PubMed  Google Scholar 

  23. Rockman HA, Koch WJ, Lefkowitz RJ. Seven-transmembrane-spanning receptors and heart function. Nature. 2002;415(6868):206–12.

    Article  CAS  PubMed  Google Scholar 

  24. Triposkiadis F, Karayannis G, Giamouzis G, Skoularigis J, Louridas G, Butler J. The sympathetic nervous system in heart failure physiology, pathophysiology, and clinical implications. J Am Coll Cardiol. 2009;54(19):1747–62.

    Article  CAS  PubMed  Google Scholar 

  25. Grassi G, Seravalle G, Quarti-Trevano F, Dell’Oro R, Arenare F, Spaziani D, Mancia G. Sympathetic and baroreflex cardiovascular control in hypertension-related left ventricular dysfunction. Hypertens (Dallas Tex: 1979). 2009;53(2):205–9.

    Article  CAS  Google Scholar 

  26. Kanazawa H, Ieda M, Kimura K, Arai T, Kawaguchi-Manabe H, Matsuhashi T, Endo J, Sano M, Kawakami T, Kimura T, et al. Heart failure causes cholinergic transdifferentiation of cardiac sympathetic nerves via gp130-signaling cytokines in rodents. J Clin Investig. 2010;120(2):408–21.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Li M, Zheng C, Kawada T, Inagaki M, Uemura K, Shishido T, Sugimachi M. Donepezil markedly improves long-term survival in rats with chronic heart failure after extensive myocardial infarction. Circ J. 2013;77(10):2519–25.

    Article  CAS  PubMed  Google Scholar 

  28. da Silva Gonçalves Bós D, Van Der Bruggen CEE, Kurakula K, Sun XQ, Casali KR, Casali AG, Rol N, Szulcek R, Dos Remedios C, Guignabert C, et al. Contribution of impaired parasympathetic activity to right ventricular dysfunction and pulmonary vascular remodeling in pulmonary arterial hypertension. Circulation. 2018;137(9):910–24.

    Article  PubMed  Google Scholar 

  29. Mann DL. Inflammatory mediators and the failing heart: past, present, and the foreseeable future. Circul Res. 2002;91(11):988–98.

    Article  CAS  Google Scholar 

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Acknowledgements

The authors thank the support of medical illustration and language polishing from MASCU (Medical Association with Science, Creativity, and Unity), Inc., Shenzhen, China.

Funding

This work was supported by CAMS Innovation Fund for Medical Sciences (CIFMS, 2021-I2M-C&T-A-009), Capital Medical Development Research Fund (2020-2-4035), High-level hospital clinical research fees of Fuwai Hospital, CAMS (2022-GSP-TS-6), and Special Discipline Development Project of Fuwai Hospital, CAMS (2022-FWTS04).

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Authors and Affiliations

Authors

Contributions

Y.Y. and X.J.: Conceptualization, Methodology, Formal analysis, Software, Visualization, and Writing - original draft. S.S., W.P., L.B., Z.H., Y.B. and L.Y.: Data curation and Investigation. L.Q., Z.Z., and L.Z.: Data curation, Resources, and Validation. Z.Q. and X.C.: Conceptualization, Funding acquisition, Project administration, Supervision, and Writing - review & editing. All authors had reviewed and approved the manuscript.

Corresponding authors

Correspondence to Qixian Zeng or Changming Xiong.

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Ethics approval and consent to participate

The clinical research was carried out according to The Code of Ethics of the World Medical Association (Declaration of Helsinki), written informed consent was obtained, and the ethics committees of Fuwai Hospital approved the study.

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The authors declare no competing interests.

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Electronic supplementary material

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Supplementary Table S1: Univariate Cox regression analysis of variables

12890_2024_2856_MOESM2_ESM.docx

Supplementary Table S2: Baseline characteristics of patients with PH stratified by acetylcholine levels after propensity score matching

12890_2024_2856_MOESM3_ESM.docx

Supplementary Fig. S1: Kaplan-Meier analysis for the incidence of composite outcome events(A), death (B), heart failure (C), and symptoms worsening (D) in patients with high and low acetylcholine levels after propensity score matching. Two hundred and fifty two patients with PH were analyzed (n=126 in high acetylcholine group; n=126 in low acetylcholine group). P-value calculated by the log-rank test

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Yang, Y., Xu, J., Shu, S. et al. Circulating acetylcholine serves as a potential biomarker role in pulmonary hypertension. BMC Pulm Med 24, 35 (2024). https://doi.org/10.1186/s12890-024-02856-7

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