Background: Patients treated for Non-Hodgkin Lymphoma's (NHL) are at risk of cardiovascular adverse events (CVAEs), with the risk of heart failure (HF) being particularly high. (R-)CHOP, the standard treatment for aggressive NHL, contains doxorubicin and cyclophosphamide, both associated with left ventricular (LV) dysfunction. The aim of this study was to delineate the cardiovascular toxicity of this regimen. Methods: We systematically searched PubMed, EMBASE, and the Cochrane Library from inception to 03/06/2019 for clinical trials and observational studies in adult NHL patients that received first-line treatment with (R-)CHOP. Studies reporting on CVAEs and treatment-related cardiovascular mortality were included. Abstracts and articles not written in English were excluded. The main outcomes were the proportion of patients with grade 3+4 CVAEs and HF. Meta-analyses of one-sample proportions were carried out. Subgroup analyses on summary estimates were performed to determine the effect of number of (R-) CHOP cycles, cycle interval, age and sex. Findings: Of 2,314 entries identified, 137 studies were eligible (median follow-up 39.0 months [IQR 25.5-52.8]). Fifty-three (39%) out of 137 studies were rated as high risk of bias for incomplete outcome data and 54 (39%) out of 137 for selective reporting. The pooled proportion for grade 3+4 CVAEs was 2.35% [95%CI 1.81-2.93](77 studies, n=14,351 patients; heterogeneity test: Q=326.21; τ 2 =0.0042; I 2 =71.40%; p< 0.001), with female sex and older age (≥65 years, RR 3.18 [95%CI 2.54; 3.98]) being associated with an increased risk. For HF (38 studies, n=5,936 patients; heterogeneity test: Q=527.33; τ 2 =0.0384; I 2 =95.05%; p<0.001), the pooled proportion was 4.62% [95%CI 2.25-7.65%], with a significant increase in reported HF from 1.64% [95%CI 0.82-2.65] to 11.72% [95%CI 3.00-24.53] when cardiac function was evaluated post-chemotherapy (p=0.017). Interpretation: The considerable increase of reported HF with cardiac monitoring, indicates that this complication often remains unnoticed. Our findings are of importance to raise the awareness of this complication among clinicians treating NHL patients and stresses the need for cardiac monitoring during-3 and post-chemotherapy. Prompt initiation of HF treatment in the pre-symptomatic phase can mitigate the progression to more advanced heart failure stages.