Mitophagy related diagnostic biomarkers for coronary in-stent restenosis identified using machine learning and bioinformatics.

Percutaneous coronary intervention (PCI) combined with stent implantation is currently one of the most effective treatments for coronary artery disease (CAD). However, in-stent restenosis (ISR) significantly compromises its long-term efficacy. Mitophagy plays a crucial role in vascular homeostasis, yet its role in ISR remains unclear. This study aims to identify mitophagy-related biomarkers for ISR and explore their underlying molecular mechanisms. Through differential gene expression analysis between ISR and Control samples in the combined dataset, 169 differentially expressed genes (DEGs) were identified. Twenty-three differentially expressed mitophagy-related genes (DEMRGs) were identified by intersecting with mitophagy-related genes (MRGs) from the GeneCards, and functional enrichment analysis indicated their significant involvement in mitophagy-related biological processes. Using Weighted Gene Co-expression Network Analysis (WGCNA) and three machine learning algorithms (Logistic-LASSO, RF, and SVM-RFE), LRRK2, and ANKRD13A were identified as mitophagy-related biomarkers for ISR. The nomogram based on these two genes also exhibited promising diagnostic performance for ISR. Gene Set Enrichment Analysis (GSEA) as well as immune infiltration analyses showed that these two genes were closely associated with immune and inflammatory responses in ISR. Furthermore, potential small molecule compounds with therapeutic implications for ISR were predicted using the connectivity Map (cMAP) database. This study systematically investigated mitophagy-related biomarkers for ISR and their potential biological functions, providing new insights into early diagnosis and precision treatment strategies for ISR.

Drug-Coated Balloon Angioplasty vs Plain Balloon Angioplasty in patients with coronary In-Stent Restenosis: A systematic review and meta-analysis of randomized controlled trials.

BACKGROUND: In-stent restenosis (ISR) remains a significant challenge in interventional cardiology despite advancements in stent technology. Drug-coated balloons (DCBs), which deliver antiproliferative agents directly to the vessel wall, have emerged as a promising alternative to plain balloon angioplasty for ISR treatment. This meta-analysis evaluates the efficacy of DCBs compared to plain balloon angioplasty in patients with coronary ISR. METHODS: A comprehensive search of PubMed and Embase was conducted on June 27, 2024. The search identified randomized controlled trials comparing DCBs and plain balloon angioplasty for ISR treatment. Six trials involving 1,322 patients met the inclusion criteria. Quality was assessed with the Cochrane Risk of Bias tool. Data extraction and statistical analysis were performed using RevMan software, assessing heterogeneity with the I2 statistic and publication bias using funnel plots. RESULTS: The analysis showed that DCBs significantly reduced late in-stent and in-segment luminal loss (P < 0.001) and target lesion revascularization (P = 0.02) compared to plain balloon angioplasty. Major adverse cardiovascular events and the combined endpoint of target lesion revascularization, myocardial infarction, and death also showed highly significant improvements with DCB treatment (P < 0.00001 and P = 0.0002, respectively). However, no significant effect was observed on myocardial infarction and mortality rates. CONCLUSION: DCBs significantly reduce in-stent late luminal loss, target lesion revascularization, and major adverse cardiovascular events compared to plain balloon angioplasty.

Comparison of angiographic result and long-term outcome in patients with in-stent restenosis treated with cutting balloon or with scoring balloon angioplasty.

BACKGROUND: Lesion preparation with a cutting (CB) or scoring balloon (SB) is often used in patients with in-stent restenosis (ISR). However, there are no comparative studies. METHODS: We analyzed 81 patients (CB group: n = 38; SB group: n = 43) who had a calcified ISR from November 2019 to September 2021. The primary endpoint was strategy success (less than 20% residual stenosis); the secondary endpoints were major adverse cardiovascular events during the 1-year follow-up. Quantitative coronary angiography was performed to evaluate the strategy success. RESULTS: The patients in the CB group were more likely to have a severe calcified ISR (P = .001) and multiple stent layers (P = .001). A total of 4 patients (79.0%) reached the primary endpoint. Residual stenosis greater than 20% was more common in the CB group (39.5% vs 4.7%; P = .001). In the multivariate analysis, an effect of the intervention group on the achievement of the primary endpoint could be excluded (estimate 1.06; standard error 1.07; P = .322). The time interval of stent implantation prior to CB/SB (P = .007) and severe calcified ISR (P = .009) had a negative impact on reaching the primary endpoint. During the follow-up, there were no differences in rates of cardiac death (CB 2.5% vs. SB 1.2%; P = .598), acute myocardial infarction (CB 0% vs. SB 4.9%; P = .119), and target lesion failure (CB 3.7% vs SB 12.3%; P = .074). CONCLUSIONS: In our cohort, multivariate analysis showed that lesion preparation with CB or SB must be considered equivalent in terms of angiographic results. Factors like severe calcified ISR and the time interval of prior stent implantation negatively influenced the angiographic outcome.

The association between the triglyceride-glucose index and in-stent restenosis in patients undergoing percutaneous coronary intervention: a systematic review and meta-analysis.

BACKGROUND: Insulin resistance (IR) can lead to cellular metabolic disorders, activation of oxidative stress, and endothelial dysfunction, contributing to in-stent restenosis (ISR). The triglyceride-glucose index (TyG index), a new indicator reflecting IR, is extensively researched in the cardiovascular field. This study, through a meta-analysis, aimed to utilize a larger combined sample size and thereby enhance the overall test efficacy to explore the TyG index-ISR relationship. METHODS: A thorough search was conducted in the PubMed, EMBASE, Web of Science, and Cochrane Library databases to find original papers and their references published between 1990 and January 2024. This search included both prospective and retrospective studies detailing the correlation between the TyG index and ISR in individuals with coronary heart disease (CHD). OUTCOMES: The five included articles comprised 3,912 participants, and the odds ratio (OR) extracted from each study was combined using the Inverse Variance method. Results showed that, in the context of CHD patients, each incremental unit in the TyG index, when treated as a continuous variable, corresponded to a 42% elevation in ISR risk (95% CI 1.26-1.59, I²=13%, p < 0.005). When analyzing the TyG index categorically, the results revealed a higher ISR risk in the highest TyG index group compared to the lowest group (OR: 1.69, 95% CI 1.32-2.17, I²=0). Additionally, in patients with chronic coronary syndrome (CCS), each unit increase in the TyG index, the risk of ISR in patients increased by 37% (95% CI 1.19-1.57, I²=0%, p < 0.005). This correlation was also observable in acute coronary syndrome (ACS) patients (OR:1.48, 95% CI 1.19-1.85, I²=0, p < 0.005). CONCLUSIONS: The TyG index, an economical and precise surrogate for IR, is significantly linked with ISR. Furthermore, this correlation is unaffected by the type of coronary heart disease.

Systemic immune-inflammation index and in-stent restenosis in patients with acute coronary syndrome: a single-center retrospective study.

BACKGROUND: In-stent restenosis (ISR) has been shown to be correlated with inflammation. This study aimed to examine the relationship between systemic immune-inflammation index (SII, an innovative inflammatory biomarker) and ISR in acute coronary syndrome (ACS) patients after drug-eluting stent (DES) implantation. METHODS: Subjects who were diagnosed with ACS and underwent DES implantation were enrolled retrospectively. All individuals underwent follow-up coronary angiography at six to forty-eight months after percutaneous coronary intervention (PCI). SII was defined as [(platelet count × neutrophil count)/lymphocyte count], and Ln-transformed SII (LnSII) was carried out for our analysis. Multivariate logistic regression analysis was employed to assess the association between LnSII and DES-ISR. RESULTS: During a median follow-up period of 12 (11, 20) months, 523 ACS patients who underwent follow-up angiography were included. The incidence of DES-ISR was 11.28%, and patients in the higher LnSII tertile trended to show higher likelihoods of ISR (5.7% vs. 12.1% vs. 16.0%; P = 0.009). Moreover, each unit of increased LnSII was correlated with a 69% increased risk of DES-ISR (OR = 1.69, 95% CI 1.04-2.75). After final adjusting for confounders, a significant higher risk of DES-ISR (OR = 2.52, 95% CI 1.23-5.17) was found in participants in tertile 3 (≥ 6.7), compared with those in tertiles 1-2 (< 6.7). Subgroup analysis showed no significant dependence on age, gender, body mass index, current smoking, hypertension, and diabetes for this positive association (all P for interaction > 0.05). CONCLUSION: High levels of SII were independently associated with an increased risk of DES-ISR in ACS patients who underwent PCI. Further prospective cohort studies are still needed to validate our findings.

Impact of diabetes mellitus on clinical outcomes after first episode in-stent restenosis PCI: Results from a large registry.

BACKGROUND: Diabetes mellitus (DM) is associated with a high rate of major adverse cardiac events (MACE) after de novo coronary artery percutaneous coronary intervention (PCI). Whether patients with DM undergoing PCI for in-stent restenosis (ISR) experience a similar heightened risk of MACE is not known. Hence, we sought to compare the clinical outcomes of patients with and without DM undergoing PCI for ISR. METHODS: Patients undergoing first episode ISR PCI between January 2015 and December 2021 were included. The primary outcome of interest was MACE (all-cause death, myocardial infarction [MI], and target lesion revascularization [TVR]) at 1-year. RESULTS: A total of 3156 patients (56.7% with DM) underwent PCI for ISR during the study period. Patients with DM were younger, more likely to be female, and had a higher prevalence of comorbidities. At 1-year follow-up, DM was associated with a higher rate of MACE (22.4% vs. 18.7%, unadjusted HR 2.03, 95%CI(1.27-3.25), p = 0.003). All-cause mortality and MI were significantly more frequent among people with DM at 1-year follow-up. The rate of TVR was similar in both groups (17.9% vs. 16.0%, unadjusted HR 1.14, 95%CI (0.94-1.37), p = 0.180). On adjusted analysis, there was no significant difference in the rate of MACE (AHR 1.07, 95%CI(0.90 - -1.29), p = 0.444), all-cause death (AHR 1.54, 95%CI(0.93-2.54), p = 0.095) or MI (AHR 1.10, 95%CI(0.74-1.63), p = 0.652). CONCLUSION: ISR PCI in patients with DM was associated with a higher rate of MACE at 1-year follow-up. However, this increased risk was no longer significant after adjusting for baseline characteristics.

Outcomes of Drug-Eluting Balloons for In-Stent Restenosis: Large Cohort Analysis and Single-Center Clinical Experience.

BACKGROUND: The use of drug-eluting balloons (DEBs) remains clinically relevant in the contemporary era of drug-eluting stent percutaneous coronary interventions (DES-PCI), especially in the setting of in-stent restenosis (ISR). Our goal was to assess the outcomes of ISR patients in a large prospective registry. METHODS: A total of 2329 consecutive patients with ISR-PCI (675 using DEB and 1654 with DES) were treated in our medical centre from 2010 to 2021. Clinical end points included mortality and major adverse cardiac events (MACE) at 1 year. Clinical outcomes were adjusted for multiple confounders. RESULTS: Mean ages (65.9 ± 11.0 vs 66.1 ± 10.5; P = 0.73) and percentages of female patients (16.6% vs 18.2%; P = 0.353) were similar between both ISR groups. Patients treated with DEB for ISR suffered more from diabetes, hypertension, and previous myocardial infarction (P < 0.01 for all) and presented more frequently with acute coronary syndrome (40.0% vs 34.4%; P = 0.01) compared with patients treated with DES for ISR. One-year MACE was significantly higher in the DEB ISR-PCI group (23.4% vs 19.6%; P = 0.002) compared to the DES ISR-PCI group, but no significant differences in mortality were observed at 1 year between the groups. After adjustment for multiple confounders, DEB ISR-PCI was not associated with increased MACE at 1 year (P = 0.55). CONCLUSIONS: In our large experience, patients treated with DEB for ISR-PCI have higher baseline risk and sustained increased MACE rates compared with DES ISR-PCI patients. After adjustment for confounding variables, clinical outcomes are similar between the groups at 1 year after PCI.

Implantable Self-Reporting Stents for Detecting In-Stent Restenosis and Cardiac Functional Dynamics.

Despite the increasing number of stents implanted each year worldwide, patients remain at high risk for developing in-stent restenosis. Various self-reporting stents have been developed to address this challenge, but their practical utility has been limited by low sensitivity and limited data collection. Herein, we propose a next-generation self-reporting stent that can monitor blood pressure and blood flow inside the blood arteries. This proposed self-reporting stent utilizes a larger inductor coil encapsulated on the entire surface of the stent strut, resulting in a 2-fold increase in the sensing resolution and coupling distance between the sensor and external antenna. The dual-pressure sensors enable the detection of blood flow in situ. The feasibility of the proposed self-reporting stent is successfully demonstrated through in vivo analysis in rats, verifying its biocompatibility and multifunctional utilities. This multifunctional self-reporting stent has the potential to greatly improve cardiovascular care by providing real-time monitoring and unprecedented insight into the functional dynamics of the heart.

Long-term clinical outcomes of excimer laser coronary atherectomy for the management of recurrent in-stent restenosis.

BACKGROUND: Recurrent in-stent restenosis (ISR) remains a serious problem. Optimal modification of the underlying mechanism during index percutaneous coronary intervention (PCI) is key to prevent ISR. Excimer laser coronary atherectomy (ELCA) has its own indications and is among others used in recurrent ISR in case of stent underexpansion and/or diffuse neointimal hyperplasia. We aimed to assess the long-term clinical outcomes of ELCA for the management of recurrent ISR. METHODS: A multicenter, retrospective observational study was conducted. Patients with recurrent ISR who were additionally treated with ELCA were included. The primary outcome was major adverse cardiac events (MACE) defined as a composite of cardiovascular death, myocardial infarction, stroke, target lesion revascularization at 12 months, and longer term. RESULTS: Between 2014 and 2022, 51 patients underwent PCI with the additional use ELCA for recurrent ISR. Primary outcome occurred in 6 patients (11.8%) at 12 months and in 12 patients (23.5%) at a median follow-up of 4 (1-6) years. Technical and procedural success were achieved in 92% and 90% of cases, respectively. Coronary perforation occurred in 2 patients as a result of distal wire perforation, but was not ELCA-related. There were no in-hospital MACE. CONCLUSIONS: ELCA appears to be a safe method with acceptable long-term results for the management of recurrent ISR.

High on-aspirin treatment platelet reactivity and restenosis after percutaneous coronary intervention: results of the Intracoronary Stenting and Antithrombotic Regimen-ASpirin and Platelet Inhibition (ISAR-ASPI) Registry.

OBJECTIVE: The aim of this study was to assess the association between high on-aspirin treatment platelet reactivity (HAPR) and the subsequent risk of restenosis after percutaneous coronary intervention (PCI) with predominantly drug-eluting stents. BACKGROUND: The association between HAPR and subsequent risk of restenosis after PCI is unclear. METHODS: This study included 4839 patients undergoing PCI (02/2007-12/2011) in the setting of the Intracoronary Stenting and Antithrombotic Regimen-ASpirin and Platelet Inhibition (ISAR-ASPI) registry. Platelet function was assessed with impedance aggregometry using the multi-plate analyzer immediately before PCI and after intravenous administration of aspirin (500 mg). The primary outcome was clinical restenosis, defined as target lesion revascularization at 1 year. Secondary outcomes included binary angiographic restenosis and late lumen loss at 6- to 8-month angiography. RESULTS: The upper quintile cut-off of platelet reactivity measurements (191 AU × min) was used to categorize patients into a group with HAPR (platelet reactivity > 191 AU × min; n = 952) and a group without HAPR (platelet reactivity ≤ 191 AU × min; n = 3887). The primary outcome occurred in 94 patients in the HAPR group and 405 patients without HAPR (cumulative incidence, 9.9% and 10.4%; HR = 0.96, 95% CI 0.77-1.19; P = 0.70). Follow-up angiography was performed in 73.2% of patients. There was no difference in binary restenosis (15.2% vs. 14.9%; P = 0.79) or late lumen loss (0.32 ± 0.57 vs. 0.32 ± 0.59 mm; P = 0.93) between patients with HAPR versus those without HAPR. CONCLUSIONS: This study did not find an association between HAPR, measured at the time of PCI, and clinical restenosis at 1 year after PCI.

Efficacy and Safety of an Upfront RotaTripsy Strategy in the Treatment of De Novo and In-Stent Restenosis Cases.

BACKGROUND: Use of both rotational atherectomy (RA) and intravascular lithotripsy (IVL)-the "RotaTripsy" technique-offers a potentially synergistic calcium-modification strategy that can treat both luminal and abluminal calcification. An upfront RotaTripsy strategy using an undersized burr in large-caliber coronaries also offers the advantage of facilitating IVL catheter passage while being able to undertake the procedure with a 6-Fr system. METHODS: Consecutive patients with heavily calcified lesions on angiographic or intravascular imaging and large target-vessel caliber (≥3 mm) who underwent an upfront RA followed by IVL between July 2021 and January 2022 were included in this study. Study aims were to evaluate periprocedural efficacy and safety. RESULTS: Of the 21 patients included, RotaTripsy was used for treatment of de novo lesions in 12 patients (57%) and for in-stent-restenosis in 9 patients (43%). Seven cases of in-stent restenosis (ISR) involved 2 layers of stents. Mean reference vessel diameter was 3.67 ± 0.46 mm and baseline diameter stenosis was 77.4 ± 11.3%. Average RA burr-to-artery ratio was 0.43 ± 0.05 and IVL balloon-to-artery ratio was 0.93 ± 0.06, with IVL balloon crossing the lesion in all cases following RA. Procedural success was attained in 20 of 21 cases; 1 periprocedural complication (a death related to coronary perforation following stent postdilation) was recorded. CONCLUSIONS: An upfront RotaTripsy strategy is associated with a high degree of procedural success in de novo lesions and ISR cases by facilitating the use of a smaller burr-to-artery ratio and smaller-bore vascular access. Larger studies are required to further evaluate the potential benefits of an upfront RotaTripsy strategy from a safety and cost-benefit perspective.

"Burying" covered coronary stents under drug-eluting stents: A novel approach to ensure long-term stent patency.

BACKGROUND: Covered coronary stent (CS) implantation is associated with a high risk for in-stent restenosis (ISR) and stent thrombosis (ST). We describe the outcomes after overstenting ("burying") CS using contemporary drug-eluting stents (DES). METHODS: We analyzed short- and long-term outcomes of consecutive patients who had had a CS implanted, which was consecutively covered ("buried") with a third-generation DES. CSs were primarily post-dilated and then covered with a longer DES overlapping the proximal and distal edges of the CS. To ensure optimal stent expansion and appositions, all lesions were post-dilated using adequately sized non-compliant balloons. RESULTS: Between 2015 and 2020, 23 patients (mean age 67 ± 14 years, 74% males) were treated using this novel approach. Reasons for implanting CS included treatment of coronary aneurysms (n = 7; 30%), coronary perforations (n = 13; 57%), and aorto-ostial dissections (n = 3; 13%). All CSs were successfully deployed, and no peri-procedural complications occurred. The median time of follow-up was 24.5 (interquartile range [IQR] 11.7-37.9) months. All patients had a 1-month follow-up (FU) and 19/23 (83%) patients had 12-month FU (FU range 1-60 months). No probable or definite STs occurred, and no cardiovascular deaths were observed. Among patients undergoing angiographic FU (11/23 [48%]), 1/23 showed angiographically significant ISR 6 months post CS implantation. CONCLUSIONS: Burying a coronary CS under a DES appears to be a safe and promising strategy to overcome the limitations of the currently available CS devices, including a relatively high risk for target lesion failure due to ISR and ST.

Biochemical and electrochemical characterization of biofilms formed on everolimus-eluting coronary stents.

Drug-eluting stents (DES) are mostly used in percutaneous coronary intervention, which is the main treatment for coronary artery occlusion. This procedure aims to restore the natural lumen, while minimizing the risk of restenosis. However, stent insertion increases the risk for infections, due to contamination of the device or insertion hub with normal skin flora. While coronary stent infection is a rare complication, it can be fatal. Currently, there is little information on biofilm formation on everolimus-eluting stents. Although everolimus is not designed as an antimicrobial agent, its antimicrobial activity should be investigated. In this study, biofilm formation on everolimus-eluting and bare metal stents (BMS) is characterized through biochemical and electrochemical methods. DES and BMS are inoculated with Pseudomonas aeruginosa and Staphylococcus epidermidis, both independently and in co-culture. Biofilms formed on DES were 49.6 %, 12.9 % and 47.5 % higher than on BMS for P. aeruginosa, S. epidermidis and their co-culture, respectively. Further, the charge output for DES was 18.9 % and 59.7 % higher than BMS for P. aeruginosa and its co-culture with S. epidermidis, respectively. This observation is most likely due to higher surface roughness of DES, which favors biofilm formation. This work shows that bioelectrochemical methods can be used for rapid detection of biofilms on drug-eluting and bare metal stents, which may find application in quality assessment of stents and in characterization of stents removed after polymicrobial infections.

Integrative bioinformatics analysis identifies APOB as a critical biomarker in coronary in-stent restenosis.

Aim: Coronary artery disease (CAD) is a major contributor to the worldwide prevalence of cardiovascular disease. In-stent restenosis (ISR) is a common complication which can lead to stent implantation failure, necessitating repeated intervention and presenting a significant obstacle for CAD management. Methods: To accurately assess and determine the hub genes associated with ISR, CAD databases from the Gene Expression Omnibus were utilized and weighted gene coexpression network analysis was employed to identify key genes in blood samples. Results: APOB was identified as a risk gene for ISR occurrence. Subsequent correlation analysis of APOB demonstrated a positive association with ISR. Clinical validation further confirmed the predictive value of APOB in ISR detection. Conclusion: We have identified APOB as a critical predictive biomarker for ISR in CAD patients.

Drug-coated balloon in the treatment of coronary bifurcation lesions: A hope or hype?

When compared to non-bifurcation lesions, percutaneous coronary intervention in coronary bifurcation lesions is technically demanding and has historically been limited by lower procedural success rates and inferior clinical results. Following the development of drug-eluting stents, dramatically better results have been demonstrated. In most of the bifurcation lesions, the provisional technique of implanting a single stent in the main branch (MB) remains the default approach. However, some cases require more complex two-stent techniques which carry the risk of side branch (SB) restenosis. The concept of leaving no permanent implant behind is appealing because of the complexity of bifurcation anatomy with significant size mismatch between proximal and distal MB which may drive rates of in-stent restenosis and the potential impact of MB stenting affecting SB coronary flow dynamics. With the perspective of leaving lower metallic burden, a drug-coated balloon (DCB) has been utilized to treat bifurcations in both the MB and SB. The author gives an overview of the existing state of knowledge and prospects for the future for using DCB to treat bifurcation lesions.

An Impedance Sensor for Pathologically Relevant Detection of In-Stent Restenosis In Vitro.

Cardiovascular disease (CVD) is the biggest cause of death globally. CVD is caused by atherosclerosis which is the accumulation of fatty deposits, often within the fine arteries of the heart or brain. These blockages reduce blood flow and lead to oxygen starvation (ischemia) which can lead to heart attacks and strokes. To treat blocked arteries an implantable device called a stent re-opens the artery to reinstate blood flow to the organ. The stent itself can become blocked over time by cell growth (intimal hyperplasia) which is characterised by excessive smooth muscle cell proliferation. Sensors based on electrical impedance spectroscopy (EIS) embedded in a stent could detect this re-blocking to allow for early intervention. Using platinum interdigitated electrodes on silicon sensor wafers we were able to co-culture different ratios of mouse smooth muscle cells and mouse endothelial cells on these sensors. This mimics the complex, multicellular environment which a stent is found in vivo when undergoing neo-intimal hyperplasia. Trends in the cell impedances were then characterised using the detection frequency and the gradient of change between populations over time which we termed 'Peak Cumulative Gradients (PCG). PCGs were calculated to successfully discriminate each cell type. This work moves towards a sensor that may help guide clinician's decision-making in a disease that is historically silent and difficult to detect. Clinical Relevance-This moves towards an early warning system for the detection of neo intimal hyperplasia ultimately leading to a reduction in stent complications.