Submitted:
02 April 2026
Posted:
03 April 2026
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Population
2.2. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
6. Limitations

Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Abbreviations
| ACS — Acute Coronary Syndrome |
| ASO — Antisense Oligonucleotide |
| AUC — Area Under the Curve |
| CABG — Coronary Artery Bypass Grafting |
| CAD — Coronary Artery Disease |
| CCS — Chronic Coronary Syndrome |
| CI — Confidence Interval |
| CVD — Cardiovascular Disease |
| HDL — High-Density Lipoprotein |
| IQR — Interquartile Range |
| ISR — In-Stent Restenosis |
| LDL — Low-Density Lipoprotein |
| Lp(a) — Lipoprotein(a) |
| NPV — Negative Predictive Value |
| OR — Odds Ratio |
| PCI — Percutaneous Coronary Intervention |
| PCSK9 — Proprotein Convertase Subtilisin/Kexin Type 9 |
| PPV — Positive Predictive Value |
| ROC — Receiver Operating Characteristic |
| siRNA — Small Interfering Ribonucleic Acid |
| SPSS — Statistical Package for the Social Sciences |
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| Table 1 | Total (n = 225) |
First PCI (n = 181) |
CABG (n = 13) |
In-stent restenosis (n = 31) |
p value |
|---|---|---|---|---|---|
| Age, years | 65 (55–74) | 62 (55–73)* | 73 (69–79) | 70 (63–73)* | 0.010 |
| Lp(a), mg/dL | 24 (10–67) | 21 (10–69) | 43 (19–70) | 29 (10–58) | 0.689 |
| Non–HDL cholesterol, mg/dL | 99 (69–132) | 107 (75–141) *° | 70 (58–108) * | 66 (54–79) ° | <0.001 |
| Triglycerides, mg/dL | 109 (87–144) | 110 (90–148) | 108 (71–148) | 99 (72–149) | 0.369 |
| LDL cholesterol, mg/dL | 71 (49–106) | 82 (55–108) * | 54 (39–76) | 50 (34–76) * | <0.001 |
| ACS at admission, n (%) | 96 (43) | 82 (45) * | 1 (8) *° | 13 (42) ° | 0.030 |
| High-intensity statin therapy, n (%) | 82 (37) | 57 (32) * | 6 (50) | 19 (66) * | 0.002 |
| Ezetimibe therapy, n (%) | 83 (38) | 59 (33) * | 6 (50) | 18 (60) * | 0.013 |
| PCSK9 inhibitors, n (%) | 4 (2) | 3 (2) | 0 (0) | 1 (3) | 0.731 |
| Bempedoic acid, n (%) | 3 (1) | 3 (2) | 0 (0) | 0 (0) | 0.697 |
| Inclisiran, n (%) | 1 (0) | 0 (0) * | 0 (0) ° | 1 (3) *° | 0.043 |
| Smoking history, n (%) | 136 (61) | 108 (60) | 8 (67) | 20 (65) | 0.799 |
| Hypertension, n (%) | 161 (72) | 123 (68) * | 9 (70) ° | 29 (94) *° | 0.014 |
| Diabetes mellitus, n (%) | 57 (25) | 40 (22) | 4 (31) | 13 (42) | 0.057 |
| ACS: acute coronary syndrome; HDL:high density lipoprotein; LDL: low density lipoprotein; PCSK9: Proprotein Convertase Subtilisin/Kexin type 9 | |||||
| Table 2 | <50 years (n = 38) | ≥50 years (n = 187) | p value |
|---|---|---|---|
| Lp(a), mg/dL | 42 (19–75) | 21 (10–66) | 0.020 |
| Non–HDL cholesterol, mg/dL | 84 (60–115) | 106 (74–136) | 0.010 |
| Triglycerides, mg/dL | 108 (83–152) | 111 (88–143) | 0.578 |
| LDL cholesterol, mg/dL | 61 (41–82) | 78 (53–107) | 0.012 |
| ACS at presentation, n (%) | 15 (40) | 81 (43) | 0.662 |
| High-intensity statin therapy, n (%) | 23 (60) | 59 (33) | 0.001 |
| Ezetimibe therapy, n (%) | 19 (50) | 64 (35) | 0.086 |
| PCSK9 inhibitors, n (%) | 2 (5) | 2 (1) | 0.081 |
| Bempedoic acid, n (%) | 3 (8) | 0 (0) | <0.001 |
| Inclisiran, n (%) | 0 (0) | 1 (1) | 0.651 |
| Smoking history, n (%) | 29 (76) | 107 (58) | 0.031 |
| Hypertension, n (%) | 21 (55) | 140 (75) | 0.015 |
| Diabetes mellitus, n (%) | 5 (13) | 52 (29) | 0.058 |
| ACS: acute coronary syndrome; HDL:high density lipoprotein; LDL: low density lipoprotein; PCSK9: Proprotein Convertase Subtilisin/Kexin type 9 | |||
| Table 3 | |||
|---|---|---|---|
| Variable | OR | 95% CI | p value |
| Lp(a), mg/dl | 2.671 | 1.160-6.149 | 0.021 |
| Non-HDL, mg/dl | 0.991 | 0.981–1.000 | 0.046 |
| TG, mg/dl | 0.999 | 0.994–1.004 | 0.688 |
| LDL, mg/dl | 0.990 | 0.980–1.000 | 0.047 |
| ACS, % | 0.853 | 0.419–1.739 | 0.663 |
| High-intensity statin, % | 3.171 | 1.542–6.520 | 0.002 |
| Smoking, % | 2.379 | 1.066–5.307 | 0.034 |
| Hypertension, % | 0.416 | 0.202–0.852 | 0.017 |
| Diabetes, % | 0.393 | 0.146–1.062 | 0.066 |
| ACS: acute coronary syndrome; LDL: low density lipoprotein; TG: triglycerides | |||
| Table 4 | |||
|---|---|---|---|
| Variable | OR | 95% CI | p value |
| Lp(a), mg/dl | 2.835 | 1.226–6.556 | 0.015 |
| Smoking, % | 2.516 | 1.116–5.673 | 0.026 |
| Table 5 | Lipoprotein | Coefficient | p value |
|---|---|---|---|
| High intensity statin | LDL | -0.322 | 0.000 |
| Non-HDL | -0.342 | 0.000 | |
| Lp (a) | 0.044 | 0.510 |
| Table 6 | |
| Sensibilità | 74% |
| Specificità | 52% |
| PPV | 24% |
| NPV | 91% |
| NPV: negative predictive value; PPV: positive predictive value | |
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