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ORIGINAL RESEARCH article

Front. Cardiovasc. Med., 21 December 2022
Sec. Coronary Artery Disease
This article is part of the Research Topic Contemporary Percutaneous Interventions for Coronary Chronic Total Occlusions View all 8 articles

Percutaneous coronary intervention improves quality of life of patients with chronic total occlusion and low estimated glomerular filtration rate

\nShuai Zhao&#x;Shuai Zhao1Yan Chen&#x;Yan Chen2Boda Zhu,&#x;Boda Zhu1,3Jiayi WangJiayi Wang4Zhihong WeiZhihong Wei1Yiming ZouYiming Zou4Wentao HuWentao Hu4Genrui ChenGenrui Chen5Huan WangHuan Wang1Chenhai XiaChenhai Xia1Tiantong YuTiantong Yu1Peng HanPeng Han6Li YangLi Yang1Wei WangWei Wang7Zhongjie ZhaiZhongjie Zhai8Haokao Gao
Haokao Gao1*Chengxiang Li
Chengxiang Li1*Kun Lian
Kun Lian1*
  • 1Department of Cardiology, Xijing Hospital, The Fourth Military Medical University, Xi'an, Shaanxi, China
  • 2Department of Cardiology, No. 971 Hospital of the PLA Navy, Qingdao, Shandong, China
  • 3Primary Flight Training Base, Air Force Aviation University, Harbin, Heilongjiang, China
  • 4Cadet Brigade, School of Basic Medicine, The Fourth Military Medical University, Xi'an, Shaanxi, China
  • 5Department of Cardiology, Hanyin County People's Hospital, Ankang, Shaanxi, China
  • 6Department of Cardiology, 981 Hospital of Joint Logistics Support Force, Chengde, Hebei, China
  • 7Department of Pharmaceutics and Pharmacy Administration, School of Pharmacy, The Fourth Military Medical University, Xi'an, Shaanxi, China
  • 8Department of Health Statistics, The Fourth Military Medical University, Xi'an, Shaanxi, China

Background: A low estimated glomerular filtration rate (eGFR <90 mL/min/1.73 m2) is widely recognized as a risk factor for major adverse cardiac events (MACE) after percutaneous coronary intervention (PCI) for chronic total occlusion (CTO). However, the impact of successful CTO-PCI on quality of life (QOL) of patients with low eGFR remains unknown.

Objectives: The aim of this prospective study was to assess the QOL of CTO patients with low eGFR after successful PCI.

Methods: Consecutive patients undergoing elective CTO-PCI were prospectively enrolled and subdivided into four groups: eGFR ≥90 mL/min/1.73 m2 (n = 410), 90 > eGFR ≥ 60 mL/min/1.73 m2 (n = 482), 60 > eGFR ≥ 30 mL/min/1.73 m2 (n = 161), and eGFR <30 mL/min/1.73 m2 (n = 23). The primary outcomes included QOL, as assessed with the European Quality of Life-5 Dimensions (EQ-5D) questionnaire, and symptoms, as assessed with the Rose Dyspnea Scale (RDS) and Seattle Angina Questionnaire (SAQ), at 1 month and 1 year after successful PCI.

Results: With the decline of eGFR, CTO patients were more likely to present with comorbidities of hypertension, diabetes, hyperuricemia, and previous stroke, in addition to lower hemoglobin levels and left ventricular ejection fraction (p < 0.05). Low eGFR was associated with greater incidences of in-hospital pericardiocentesis, major bleeding, acute renal failure, and subcutaneous hematoma, but not in-hospital MACE (p < 0.05). Symptoms of dyspnea and angina were alleviated in all CTO patients with eGFR ≥30 mL/min/1.73 m2 at 1 month and 1 year after successful CTO-PCI, but only at 1 month for those with eGFR <30 mL/min/1.73 m2 (p < 0.01). Importantly, QOL was markedly improved at 1 month and 1 year after successful PCI (p < 0.01), notably at a similar degree between patients with low eGFR and those with normal eGFR (p > 0.05).

Conclusion: Successful PCI effectively improved symptoms and QOL of CTO patients with low eGFR.

Introduction

Chronic total occlusion (CTO) is reported in ~13–41% of patients with coronary artery disease (CAD) and represents one of the last barriers to percutaneous coronary intervention (PCI) due to lesion complexity, with lower procedural success rates and greater complication rates, radiation exposure, and procedural duration (14). However, with the recent development of interventional techniques and dedicated equipment, the success rate of CTO-PCI can reach 92% among experienced surgeons (5). More importantly, successful CTO-PCI can prolong long-term survival, relieve symptoms, and improve ventricular function (69). Among CTO patients, low estimated glomerular filtration rate (eGFR <90 mL/min/1.73 m2) is widely recognized as an important high-risk factor for in-hospital complications, major adverse cardiac events (MACE), and all-cause mortality after successful PCI (2, 7, 1017). However, the primary goal of CTO-PCI is generally to improve symptoms and quality of life (QOL) (18). Previous studies have reported that low eGFR is associated with severe angina and reduced QOL (19, 20), thereby emphasizing the importance of the symptoms and QOL of CTO patients with low eGFR. A report by the OPEN-CTO registry (Outcomes, Patient Health Status, and Efficiency in Chronic Total Occlusion Hybrid Procedures) found that successful CTO-PCI significantly improved angina of patients with low eGFR (<60 mL/min/1.73 m2) (21), although there is no data to determine whether successful CTO-PCI will actually improve QOL of these patients. Therefore, to address this gap in knowledge, the aim of this prospective study was to assess the effect of successful CTO-PCI on symptoms of angina and dyspnea and QOL of patients with low eGFR to provide real-world experience for revascularization of CTO patients with low eGFR.

Methods

Patient population

In total, 1,076 consecutive patients who underwent elective PCI for at least 1 CTO lesion in the period between April 2018 and May 2021 were prospectively enrolled in this study (Figure 1). All the procedures were performed at Xijing Hospital (Xi'an, Shaanxi, China) by one CTO team led by Dr. Chengxiang Li who personally completed or guided all procedures. Patients with acute myocardial infarctions (ST or non-ST elevation), cardiogenic shock, and unstable hemodynamics were excluded. Indication for coronary revascularization was based on angina symptoms or non-invasive imaging (computed tomography) of the coronary artery. The revascularization strategy (PCI or coronary-artery bypass grafting and lesions to be revascularized) was individualized for each patient and left to the discretion of the cardiac surgeon and interventionalists in our center. If the patient rejected the surgical recommendation, PCI was proposed if considered feasible by the chief surgeon.

FIGURE 1
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Figure 1. Flowchart of the study population. CTO, chronic total occlusion; PCI, percutaneous coronary intervention; eGFR, estimated glomerular filtration rate.

The eGFR was calculated at baseline for each patient using the Modification in Diet in Renal Disease equation (22). Based on the eGFR, the study cohort was subdivided into four groups, consistent with prior publications (16, 17, 23): eGFR ≥90 mL/min/1.73 m2, 90 > eGFR ≥ 60 mL/min/1.73 m2, 60 > eGFR ≥ 30 mL/min/1.73 m2, and eGFR <30 mL/min/1.73 m2. The study protocol was approved by the Ethics Committee of Xijing Hospital (approval no. KY20172019-1) and each subject provided informed consent before recruitment.

Definition and endpoints

Coronary CTO was defined as angiographic evidence of total occlusion with thrombolysis in myocardial infarction flow grade 0 within a major epicardial coronary artery of at least 2.5 mm, with an estimated duration of at least 3 months. Non-CTO was defined as diameter stenosis of 50% for left main (LM) or 70% for non-LM CAD within a vessel diameter ≥2.5 mm (23). Revascularization was considered for angiographically significant stenosis (≥70% diameter reduction by visual assessment) and functionally significant stenosis (fractional flow reserve measurement <0.80). Complete revascularization was defined as revascularization of all significantly diseased major epicardial vessels during the same hospitalization. The J-CTO score (Multicenter CTO Registry in Japan) was calculated as previously described (24). Procedural success was defined as successful CTO revascularization with achievement of <30% residual diameter stenosis within the treated segment and restoration of Thrombolysis in Myocardial Infarction flow grade 3 (antegrade) and no in-hospital MACE. In-hospital MACE included any of the following adverse events prior to hospital discharge: all-cause mortality, non-fatal myocardial infarction, and clinically driven revascularization. Major bleeding was defined as Bleeding Academic Research Consortium type 3 or greater (25).

Follow-up

Patients were followed-up by a clinical visit or telephone interview at 1 month and 1 year after CTO-PCI. The outcomes of interest for this study were changes to symptoms, including dyspnea and angina, and QOL. Details regarding symptoms and QOL were obtained from hospital re-admission records and outpatient visits.

Symptom assessment

Dyspnea was assessed at baseline and then at 1 month and 1 year after CTO-PCI in compliance with the Rose Dyspnea Scale (RDS). The RDS is a four-item questionnaire to assess the level of dyspnea while performing common activities (26), where each activity associated with dyspnea is assigned 1 point. RDS scores range from 0 to 4, with a score of 0 indicating no dyspnea and increased scores indicating greater severity of dyspnea.

The angina status of the patient was assessed with the Seattle Angina Questionnaire (SAQ) (27) at baseline and then at 1 month and 1 year after CTO-PCI. The SAQ consists of 19 items that measure five dimensions: angina frequency (AF), angina stability (AS), disease perception, physical limitation, and treatment satisfaction. All items were assessed with a five-point descriptive scale and the total score was calculated as the sum of all individual scores within each group and transformed to a scale of 0 to 100, where 0 is the worst and 100 is the best.

QOL assessment

QOL was assessed with the use of the European Quality of Life-5 Dimensions (EQ-5D) questionnaire at baseline and then at 1 month and 1 year after CTO-PCI. The EQ-5D questionnaire assesses five dimensions of general health (mobility, self-care, usual activities, pain/discomfort, and anxiety/depression) with a three-point scale. The EQ-5D scores were converted to utilities with an algorithm developed for a Japanese population. Utilities are preference-weighted health status assessments with scores ranging from −0.11 to 1.00, with 1.00 representing perfect health and −0.11 representing poorest health (28, 29).

Statistical analysis

Study participants were categorized according to the baseline eGFR. The baseline characteristics, angiographic characteristics and procedural details, intraprocedural and in-hospital complications were shown in Tables 13. Continuous variables are presented as the mean ± standard deviation or the median and interquartile range, whereas categorical variables are presented as percentages. Continuous variables were compared with the ANOVA test (normal distribution) or Kruskal–Wallis H test (abnormal distribution). Categorical variables were compared with the chi-square test or Kruskal–Wallis H test (NYHA functional class). The changes of symptoms and QOL (EQ-5D) were showed in Tables 5, 7. The comparison between two groups was used the student t-test while the comparison among four groups was used ANOVA test. Univariable and multivariable binary logistic regression analysis were performed to identify the risk factors of in-hospital complications and 1-year symptoms and QOL improvement in patients with low eGFR (<90 mL/min/1.73 m2) after successful CTO-PCI (Tables 4, 6, 8). A two-sided probability (p) value of <0.05 was considered significant. All calculations were performed with IBM-SPSS Statistics for Windows, version 25.0 (IBM Corporation, Armonk, NY, USA) and STATA 14 software (https://www.stata.com/stata14/).

TABLE 1
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Table 1. Baseline characteristics.

Results

The 1,076 patients were subdivided into four groups according to baseline eGFR. A flowchart of the patient selection process is presented in Figure 1. Overall, lower eGFR tended to occur in older and female CTO patients and those with hypertension, diabetes, hyperuricemia, and previous stroke. Meanwhile, CTO patients with low eGFR generally had lower body mass index, hemoglobin level, creatinine clearance, and left ventricular ejection fraction (LVEF), and higher diastolic blood pressure, serum creatinine, uric acid, and N-terminal pro-brain natriuretic peptide (NT-proBNP) (p < 0.05, Table 1). Angiographic features and procedural details are shown in Table 2. Among the CTO patients, low eGFR was correlated with a greater number of lesions, CTO of the right coronary artery, and fewer “interventional” collaterals (p < 0.05).

TABLE 2
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Table 2. Angiographic characteristics and procedural details.

Intraprocedural and in-hospital complications are shown in Table 3. There was no significant difference in the occurrence of intraprocedural complications and in-hospital MACE with decreased eGFR (p > 0.05). However, the incidence of other in-hospital complications, including pericardiocentesis, major bleeding, acute renal failure, and subcutaneous hematoma, were significantly higher (p < 0.05). Moreover, in the univariable and multivariable analysis of the CTO patients with low eGFR (<90 mL/min/1.73 m2) after successful revascularization, peripheral artery disease (OR: 5.778, 95% CI: 1.922–17.372, p = 0.002), lower platelet (OR: 0.993, 95% CI: 0.988–0.997, p = 0.002) and hemoglobin (OR: 0.982, 95% CI: 0.969–0.994, p = 0.003), higher uric acid (OR: 1.003, 95% CI: 1.001–1.005, p = 0.013), and calcification (OR: 1.852, 95% CI: 1.104–3.109, p = 0.020) independently increased the risk of in-hospital complications (Table 4).

TABLE 3
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Table 3. Intraprocedural and in-hospital complications.

TABLE 4
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Table 4. Univariable and multivariable logistic regression for in-hospital complications in patients with low eGFR (<90 mL/min/1.73 m2) after successful CTO-PCI.

Successful CTO-PCI significantly alleviated symptoms of dyspnea and angina in almost all patients at 1 month and 1 year, except those with eGFR<30 mL/min/1.73 m2 (Tables 5A,B). Notably, at 1 month, RDS scores had significantly decreased and SAQ-AS and SAQ-AF scores increased for all patients after successful CTO-PCI regardless of decreased eGFR (p < 0.01). Interestingly, changes to the RDS and SAQ scores were similar among all four groups (p > 0.05), indicating that successful CTO-PCI significantly alleviated symptoms of all CTO patients. At 1 year, RDS scores had remarkably decreased and SAQ-AS and SAQ-AF scores increased (p < 0.01) among patients with eGFR ≥30 mL/min/1.73 m2, while there were no significant changes in RDS and SAQ scores among those with eGFR < 30 mL/min/1.73 m2 (p < 0.01), demonstrating remarkable relief of symptoms for patients with low eGFR at 1 year after successful CTO-PCI, except those with eGFR <30 mL/min/1.73 m2. Additionally, after univariable and multivariable analysis, we found multi-CTO lesion (OR: 1.558, 95% CI: 1.077–2.254, p = 0.019) and tortuosity ≥45° (OR: 1.701, 95% CI: 1.182–2.449, p = 0.004) were independent risk factors for 1-year angina improvement in patients with low eGFR (<90 mL/min/1.73 m2) after successful CTO-PCI (Table 6).

TABLE 5A
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Table 5A. Comparison of changes in RDS from baseline to follow-up.

TABLE 5B
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Table 5B. Comparison of changes in SAQ subscales from baseline to follow-up.

TABLE 6
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Table 6. Univariable and multivariable logistic regression for 1-year angina improvement in patients with low eGFR (<90 mL/min/1.73 m2) after successful CTO-PCI.

Most importantly, this prospective study is the first to use the EQ-5D questionnaire to assess QOL of CTO patients with low eGFR. Surprisingly, at 1 month and 1 year after successful CTO-PCI, the EQ-5D scores of all patients had remarkably increased (p < 0.05) with similar improvement achieved by all four groups (p > 0.05, Table 7). Moreover, age (OR: 1.021, 95% CI: 1.003–1.039, p = 0.019) was an independent risk factor for 1-year QOL improvement in CTO patients with low eGFR (<90 mL/min/1.73 m2) after successful PCI (Table 8).

TABLE 7
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Table 7. Changes of EQ-5D in patients with successful CTO-PCI.

TABLE 8
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Table 8. Univariable logistic regression for 1-year QOL improvement in patients with low eGFR (<90 mL/min/1.73 m2) after successful CTO-PCI.

These data demonstrate that successful CTO-PCI remarkably improved QOL of patients regardless of decreased eGFR and the degree of improvement was similar for patients with low and normal eGFR.

Discussion

This is the first prospective study to comprehensively evaluate the effect of successful CTO-PCI on QOL of CTO patients with low eGFR. The main findings were as follows: (1) CTO patients with decreased eGFR tended to have more hypertension, diabetes, hyperuricemia, and previous stroke, in addition to lower hemoglobin and LVEF; (2) the incidence of in-hospital MACE was not increased, while there were significant increases in the frequency of pericardiocentesis, major bleeding, acute renal failure, and subcutaneous hematoma with decreased eGFR; (3) successful CTO-PCI significantly alleviated symptoms of all patients with eGFR ≥30 mL/min/1.73 m2 at 1 month and 1 year, but only at 1 month among those with eGFR <30 mL/min/1.73 m2; and (4) successful CTO-PCI significantly improved QOL regardless of eGFR at 1 month and 1 year to a similar degree for patients with low and normal eGFR. The real world study demonstrated that successful CTO-PCI improved QOL of patients with low eGFR.

Notably, low eGFR (<90 mL/min/1.73 m2) is fairly common in CTO patients, accounting for ~44.70–72.07% (16, 17, 21). In our study, low eGFR presented in 61.90% of CTO patients, consistent with the results of prior studies. Numerous studies reported that CTO patients with low eGFR were associated with higher proportion of comorbidities, including hypertension, diabetes, dyslipidemia, and low LVEF (13, 15, 17), which may be led by that renal impairment is associated with retention of sodium and water, inflammation, oxidative stress, metabolic perturbations (especially the disorder of lipid and lipoprotein metabolism), myocardial damage, and coronary microcirculation disorders (30, 31). Therefore, low eGFR was limited to a subset of CTO patients at high risk for the increased incidence of MCAE (11, 13, 14, 16, 17). According to the data obtained in this study, CTO patients with decreased eGFR who tended to be older and with hypertension and diabetes were a greater risk for CVD. Additionally, CTO patients with low eGFR were at greater risk for poorer cardiac function, manifested by significantly higher NT-proBNP and lower LVEF, which may be the important reason for the poor prognosis of CTO patients with low eGFR (12, 1417). Additionally, we found that low eGFR was correlated with fewer “interventional” collaterals while no other researches have reported the correlation between low eGFR and “interventional” collaterals as of today. Werner et al. speculated that there may be some possible clinical determinants which damage collaterals, including diabetes, left ventricular (LV) function, myocardial viability, and angiographic factors such as collateral anatomy and size (32). In our study, CTO patients with low eGFR were found with more diabetes and worse LV function (low LVEF), indicating that the fewer “interventional” collaterals in low eGFR patients may somehow associate with the increased diabetes and worse LV function. However, we still need to further identify whether low eGFR directly damages the “interventional” collaterals and its potential mechanism.

Regarding the procedural safety and effectiveness for CTO patients with low eGFR previous literature has not been thoroughly compared and described. In the present study, we found not only the procedural success rate was not markedly reduced, but the occurrences of intraprocedural complications and in-hospital MACE were not significantly increased for CTO patients with low eGFR, indicating that revascularization is both safe and feasible for these patients. However, the incidence of bleeding-related adverse events, including pericardiocentesis, major bleeding, and subcutaneous hematoma, were markedly higher for CTO patients with low eGFR, similar to the findings of previous studies (33). These higher incidences of bleeding in low eGFR patients may be caused by platelet dysfunction, an imbalance in mediators of normal endothelial function, co-morbidities, such as vascular disease, hypertension, and anemia, and medical interventions for treatment of such co-morbidities (3437). Additionally, the incidence of acute renal failure was higher in CTO patients with low eGFR, especially those with eGFR <30 mL/min/1.73 m2, indicating that safe contrast limits and aggressive periprocedural hydration for the subset of patients should be strictly considered. These findings confirm that with adequate preprocedural assessment and critical post-procedural care, timely CTO-PCI for patients with low eGFR is both safe and feasible.

The Global Expert Consensus Document states that the principal indication of CTO-PCI is improving symptoms (18). Successful CTO-PCI can significantly improve symptoms of dyspnea and angina (3840). Additionally, studies reported that low eGFR was usually associated with multiple bothersome symptoms, including dyspnea, fatigue, depression and anxiety, and low eGFR was common in symptomatic CTO patients (19, 41). However, the impact of successful CTO-PCI on symptoms of CTO patients with low eGFR remains unclear, as only one study to date has reported that successful CTO-PCI significantly relieved symptoms of angina and dyspnea for patients with low eGFR at 1 month and 1 year (21). Similarly, in the present study, we further validated that successful CTO-PCI significantly relieved symptoms of CTO patients with eGFR ≥30 mL/min/1.73 m2 at 1 month and 1 year. Notably, for CTO patients with eGFR<30 mL/min/1.73 m2, successful PCI improved symptoms at 1 month with no significant difference at 1 year, which was inconsistent with the study cited above. Therefore, future large-sample randomized controlled trials are warranted to further assess the impact of successful CTO-PCI on symptoms of CTO patients with low eGFR, especially those with eGFR <30 mL/min/1.73 m2, aiming to provide stronger evidences for clinical practices. Additionally, we found that multi-CTO lesion was an independent risk factor for 1-year angina improvement in patients with low eGFR (<90 mL/min/1.73 m2) after successful CTO-PCI, which may be caused by that myocardial viability of patients with multi-CTO lesion was worse and the improvement of regional myocardial function after revascularization was poorer than those with single-CTO lesion, thereby leading to the less improvement of 1-year angina.

QOL is well-recognized as a critical indicator to assess status and perceptions of both physical and mental health (42). Independent of preventing MACE and relieving symptoms, it is imperative to determine whether successful CTO-PCI improved QOL (43). The DECISION-CTO (Drug-Eluting Stent Implantation vs. Optimal Medical Treatment in Patients With Chronic Total Occlusion) trial (n = 417) reported that CTO-PCI significantly improved QOL, as determined with the EQ-5D questionnaire, at 1 month and these improvements were largely maintained at 12 and 36 months (23). The EUROCTO (Evaluate the Utilization of Revascularization or Optimal Medical Therapy for the Treatment of Chronic Total Coronary Occlusions) trial (n = 259), which also used the EQ-5D questionnaire, found that successful CTO-PCI greatly improved QOL of patients at 12 months (44). Renal impairment has an enormous impact on an individual's QOL and QOL is significantly reduced with the decrease of eGFR, which may be caused by increased suffering from chronic illness (e.g., hypertension, diabetes, congestive heart failure, and cancer) and multiple physical and psychological symptoms (e.g., pain, dyspnea, fatigue, sleep disturbances, nausea and vomiting, cognitive impairment, and anxiety and depression) (20, 41, 45). However, the two RCT did not specify the QOL in the CTO patients with low eGFR, and to our knowledge, our study is the first prospective clinical trial to investigate the impact of successful CTO-PCI on QOL of CTO patients with low eGFR. To address this critical knowledge gap in clinical practice, we used the EQ-5D questionnaire and found that successful CTO-PCI remarkably improved QOL of CTO patients with low and normal eGFR at 1 month and 1 year.

Study limitations

There were some limitations to this study that should be addressed. First, the single-team nature of this study is a potential weakness that may be not suitable for other centers and teams. Second, the number of CTO patients with eGFR <30 mL/min/1.73 m2 was relatively small with significant differences as compared to other groups and may have resulted in statistical bias, which is difficult to avoid in a real-world study. Third, this study did not include patients who were either not provided PCI or referred for surgical revascularization. Finally, objective measurements of physical capacities, such as those from exercise stress testing, were not systematically conducted during the follow-up.

Conclusion

The results of the present study demonstrated that timely and successful CTO-PCI achieved substantial symptom relief and improved QOL of patients with low eGFR, although the risks of MACE and all-cause mortality were not effectively reduced.

Data availability statement

The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.

Ethics statement

The studies involving human participants were reviewed and approved by Ethics Committee of Xijing Hospital (Approval No. KY20172019-1). The patients/participants provided their written informed consent to participate in this study.

Author contributions

SZ, YC, BZ, KL, CL, and HG were involved in the study design and drafted the manuscript. JW, ZW, YZ, WH, GC, TY, and PH collected data and performed the follow-up for this study. SZ, BZ, WW, and ZZ conducted statistical analysis. HW, CX, and LY researched data and contributed to discussion. All authors read and approved the final manuscript.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher's note

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Keywords: chronic total occlusion, percutaneous coronary intervention, low estimated glomerular filtration rate, symptom, quality of life

Citation: Zhao S, Chen Y, Zhu B, Wang J, Wei Z, Zou Y, Hu W, Chen G, Wang H, Xia C, Yu T, Han P, Yang L, Wang W, Zhai Z, Gao H, Li C and Lian K (2022) Percutaneous coronary intervention improves quality of life of patients with chronic total occlusion and low estimated glomerular filtration rate. Front. Cardiovasc. Med. 9:1019688. doi: 10.3389/fcvm.2022.1019688

Received: 15 August 2022; Accepted: 28 November 2022;
Published: 21 December 2022.

Edited by:

Krishnaraj Sinhji Rathod, Queen Mary University of London, United Kingdom

Reviewed by:

Lei Guo, Dalian Medical University, China
Yao-Jun Zhang, Xuzhou Medical University, China
Mattia Lunardi, Integrated University Hospital Verona, Italy

Copyright © 2022 Zhao, Chen, Zhu, Wang, Wei, Zou, Hu, Chen, Wang, Xia, Yu, Han, Yang, Wang, Zhai, Gao, Li and Lian. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Kun Lian, michealo@qq.com; liank1122@163.com; Chengxiang Li, lichx1@163.com; Haokao Gao, hk_gao@163.com

These authors have contributed equally to this work

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.