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Global Translational Medicine                                              Prediction of in-stent restenosis



            represents the  standardized  mortality rate and  remains   2. Methods
            high in the Russian Federation (590.9 in men and 576.3
            in women). For comparison, the standardized mortality   2.1. Systematic analysis
            rate for cancer was 397.4 in 2021.  However, over the past   In the  first stage,  we performed a systematic analysis of
                                       4
            20 years in Russia, CVD mortality has decreased by 30%   available sources to identify restenosis predictors using data
            since 2003.  The availability of high-tech interventions   from Russian and foreign publications. The search criteria
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            continues  to  grow,  with  the  number  of  percutaneous   included scientific papers published not earlier than 2002
            coronary interventions, including primary procedures,   that covered analysis of risk factors for coronary in-stent
            increased more than 20 times, contributing to a decrease in   restenosis, as well as long-term outcomes, endpoints, and
            CVD mortality. It is also crucial to address the risk factors,   survival rates of patients after stenting, based on the type
            which can be classified as non-modifiable (male sex, age,   of stent coating (bare metal stent [BMS] or drug-eluting
            and burdened family history) and modifiable. Risk factors,   stent  [DES]).  A  mandatory  selection  criterion  was  the
            such as obesity, diabetes mellitus (DM), hypertension,   availability of literature information on the risk ratio of
            dyslipidemia, alcohol abuse, and smoking, are well-  in-stent restenosis or data for calculating the corresponding
            studied  and  modifiable.   However,  current  knowledge   risk ratio. We used PubMed and eLibrary to search for
                                6
            of risk factors allows for the prediction of CHD in only   the articles. The keywords included “in-stent restenosis,”
                       7
            50% of cases.  Likewise, even when these risk factors are   “clinical presentation,” “outcome,” “bare metal stent,”
            addressed, the  disease often progresses, and acute CHD   “drug-eluting stent,” “target lesion revascularization,”
            continues to develop and relapse.                  “myocardial infarction,” and “percutaneous coronary
              In addition, successful surgical treatment and adequate   intervention.” The search used OR and AND operators.
            medical therapy do not guarantee protection from acute   The meta-analysis included cohort and case–control
            CHD recurrence, as one in five patients with acute coronary   studies, both prospective and retrospective. These studies
            syndrome develops a recurrent event within 3 years of the   evaluated predictors of restenosis, such as smoking,
            intervention. 8                                    DM, arterial hypertension, dyslipidemia, chronic kidney
                                                               disease (CKD), dialysis, previous myocardial infarction,
              Since the introduction of coronary angioplasty some   chronic heart failure, respiratory failure, cerebrovascular
            40 years ago, late stent thrombosis, in-stent restenosis, and   disease, and Leriche syndrome. In addition, clinical
            de novo neo-atherosclerosis have been recognized as major   manifestations of in-stent restenosis were evaluated (stable
            causes of disease recurrence in long-term prognosis. In   angina, unstable angina, and myocardial infarction), and
            almost 50% of cases, re-stenosis of a previously implanted   endpoints were assessed depending on stent coating. The
            stent results in unstable angina pectoris, with 18.7%   endpoints  were hospitalization, repeat  revascularization,
            of patients developing non-ST-elevation myocardial   myocardial infarction, stent thrombosis, and death. The
            infarction (NSTEMI) and 8.5% of patients developing   Preferred Reporting Items for Systematic Reviews and
            ST-elevation myocardial infarction (STEMI). 9      Meta-Analyses (PRISMA) protocol was used for the search

              In-stent restenosis is defined as the re-narrowing of   procedure.
            a vessel lumen diameter after percutaneous coronary   2.2. Retrospective analysis
            intervention. Angiographically, it is identified as recurrent
            diameter stenosis >50% at the stent segment or its edges   In the second stage, we analyzed 15,000 medical records
            (5-mm segments adjacent to the stent).  Restenosis results   of stented patients from 2015 to 2020 (Figure 1) in a single
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            from vascular injury due to balloon inflation and stent   center (Republican Cardiological Center, Ufa, Russia).
            implantation. Inflammation that occurs in response to   Survival status and the occurrence of coronary restenosis
            mechanical stretch, endothelial exposure, and subintimal   were recorded using the remote data capture system,
            hemorrhage  plays a key role by triggering  a cascade of   Program for Medical Cases Monitoring (ProMed), which
            proliferative processes. 11,12  In-stent restenosis significantly   is used in all the medical institutions in the region.
            aggravates the CHD prognosis. Hence, identifying the   The inclusion criteria were primary or scheduled
            predictors of coronary restenosis is essential for adjusting   percutaneous coronary intervention, namely coronary
            treatments and improving treatment outcomes.       artery stenting. The exclusion criteria were: (i) Patients
              The aim of the study was to assess the influence of   younger than 18 years of age; (ii) early restenosis or stent
            known risk factors in predicting coronary restenosis in   thrombosis (up to 30  days of percutaneous coronary
            high-risk patients via two stages: (i) systematic analysis   intervention); (iii) transplanted heart; (iv) severe renal or
            and (ii) retrospective analysis.                   hepatic insufficiency; (v) severe connective tissue diseases



            Volume 3 Issue 4 (2024)                         2                               doi: 10.36922/gtm.4957
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