Nalysis: Variables in the Equation.Variables Step 1 Age Step 2 Age Title Loaded From File ejection fraction Step 3 Age Ejection fraction HemoglobinSigExp (B)Lower 95 CI for Exp BUpper 95 CI for Exp B0.1.1.1.0.002 0.1.078 0.1.028 0.1.129 0.0.004 0.008 0.1.076 0.936 1.1.024 0.891 1.1.130 0.983 1.Variables included in the model: age, gender, estimated glomerular filtration rate, proteinuria (g/24 h), hemoglobin, intact parathyroid hormone, triglycerides, left ventricular mass index, ejection fraction and calcium score. doi:10.1371/journal.pone.0066036.tVentricular Arrhythmia in CKD Patientsthese patients also have higher eGFR. However no correlation between these variables was observed in the present study. More studies are necessary to elucidate the physiopathology aspects involving such relationships. Clinical studies in chronic dialysis patients have suggested a Ushaped Lation of prey plasmids from each colony, the obtained GPCR clones relationship between PTH and sudden death, probably due to arrhythmia [49,50]. In the present study, PTH levels were lower in patientes with ventricular arrhythmias. However, this group of patients had also better renal function, and unexpected findings were the higher eGFR and proteinuria in the group of patients with ventricular arrhythmia. According to the literature, both lower eGFR and the presence of proteinuria are associated with poorer cardiovascular outcomes in CKD patients [51]. Proteinuria has also been described as related to prolonged QT interval and other electrocardiographic abnormalities [52]. Thus, we cannot exclude the possibility of a survival bias due to the fact patients with worse renal function and ventricular arrhythmia may have passed away. Another possible explanation could be that eGFR does not accurately reflect the concentration of other different uremic solutes such as indoxyl sulfate, hippurate, and asymmetric dimethylarginine [53,54], that are known to be linked to vascular damage and worse clinical outcomes [53]. This study has some limitations to be considered, such as the relatively small sample of prevalent CKD patients, what could introduce survival bias. Moreover, the cross-sectional design of the study does not allow us to evaluate the cause-effect relationship to derive conclusions.In the present study, we concluded that ventricular arrhythmia was prevalent in nondialyzed CKD patients. Aging, increased hemoglobin levels and reduced ejection fraction were the factors independently associated with the presence of ventricular arrhythmia in these patients. To the best of our knowledge, this is the first study to evaluate the frequency of ventricular arrhythmia and its relationship with clinical, laboratorial and cardiovascular parameters in nondialyzed CKD patients. We believe that the present findings can contribute to improve the understanding in this field and draw attention to the need of an early diagnosis and treatment of ventricular arrhythmia during the nondialysis stages of the disease, in order to reduce its incidence and consequent sudden death rate in CKD population.AcknowledgmentsWe acknowledge Maria Ayako Kamimura for the valuable input during the preparation of this manuscript.Author ContributionsWrote the paper: FOBB. Designed the study, analyzed and interpreted the data: FOBB MEFC. Responsible for the acquisition of clinical data: MML. Performed the cardiac exams and conducted their 1676428 analyses and interpretation: JLC. Edited the manuscript and supervised the project: MEFC. Revised the manuscript carefully and approved the final version to be.Nalysis: Variables in the Equation.Variables Step 1 Age Step 2 Age Ejection fraction Step 3 Age Ejection fraction HemoglobinSigExp (B)Lower 95 CI for Exp BUpper 95 CI for Exp B0.1.1.1.0.002 0.1.078 0.1.028 0.1.129 0.0.004 0.008 0.1.076 0.936 1.1.024 0.891 1.1.130 0.983 1.Variables included in the model: age, gender, estimated glomerular filtration rate, proteinuria (g/24 h), hemoglobin, intact parathyroid hormone, triglycerides, left ventricular mass index, ejection fraction and calcium score. doi:10.1371/journal.pone.0066036.tVentricular Arrhythmia in CKD Patientsthese patients also have higher eGFR. However no correlation between these variables was observed in the present study. More studies are necessary to elucidate the physiopathology aspects involving such relationships. Clinical studies in chronic dialysis patients have suggested a Ushaped relationship between PTH and sudden death, probably due to arrhythmia [49,50]. In the present study, PTH levels were lower in patientes with ventricular arrhythmias. However, this group of patients had also better renal function, and unexpected findings were the higher eGFR and proteinuria in the group of patients with ventricular arrhythmia. According to the literature, both lower eGFR and the presence of proteinuria are associated with poorer cardiovascular outcomes in CKD patients [51]. Proteinuria has also been described as related to prolonged QT interval and other electrocardiographic abnormalities [52]. Thus, we cannot exclude the possibility of a survival bias due to the fact patients with worse renal function and ventricular arrhythmia may have passed away. Another possible explanation could be that eGFR does not accurately reflect the concentration of other different uremic solutes such as indoxyl sulfate, hippurate, and asymmetric dimethylarginine [53,54], that are known to be linked to vascular damage and worse clinical outcomes [53]. This study has some limitations to be considered, such as the relatively small sample of prevalent CKD patients, what could introduce survival bias. Moreover, the cross-sectional design of the study does not allow us to evaluate the cause-effect relationship to derive conclusions.In the present study, we concluded that ventricular arrhythmia was prevalent in nondialyzed CKD patients. Aging, increased hemoglobin levels and reduced ejection fraction were the factors independently associated with the presence of ventricular arrhythmia in these patients. To the best of our knowledge, this is the first study to evaluate the frequency of ventricular arrhythmia and its relationship with clinical, laboratorial and cardiovascular parameters in nondialyzed CKD patients. We believe that the present findings can contribute to improve the understanding in this field and draw attention to the need of an early diagnosis and treatment of ventricular arrhythmia during the nondialysis stages of the disease, in order to reduce its incidence and consequent sudden death rate in CKD population.AcknowledgmentsWe acknowledge Maria Ayako Kamimura for the valuable input during the preparation of this manuscript.Author ContributionsWrote the paper: FOBB. Designed the study, analyzed and interpreted the data: FOBB MEFC. Responsible for the acquisition of clinical data: MML. Performed the cardiac exams and conducted their 1676428 analyses and interpretation: JLC. Edited the manuscript and supervised the project: MEFC. Revised the manuscript carefully and approved the final version to be.