Artificial Intelligence-Derived Risk Prediction: A Novel Risk Calculator Using Office and Ambulatory Blood Pressure.

BACKGROUND: Quantification of total cardiovascular risk is essential for individualizing hypertension treatment. This study aimed to develop and validate a novel, machine-learning-derived model to predict cardiovascular mortality risk using office blood pressure (OBP) and ambulatory blood pressure (ABP). METHODS: The performance of the novel risk score was compared with existing risk scores, and the possibility of predicting ABP phenotypes utilizing clinical variables was assessed. Using data from 59 124 patients enrolled in the Spanish ABP Monitoring registry, machine-learning approaches (logistic regression, gradient-boosted decision trees, and deep neural networks) and stepwise forward feature selection were used. RESULTS: For the prediction of cardiovascular mortality, deep neural networks yielded the highest clinical performance. The novel mortality prediction models using OBP and ABP outperformed other risk scores. The area under the curve achieved by the novel approach, already when using OBP variables, was significantly higher when compared with the area under the curve of the Framingham risk score, Systemic Coronary Risk Estimation 2, and Atherosclerotic Cardiovascular Disease score. However, the prediction of cardiovascular mortality with ABP instead of OBP data significantly increased the area under the curve (0.870 versus 0.865; P=3.61×10-28), accuracy, and specificity, respectively. The prediction of ABP phenotypes (ie, white-coat, ambulatory, and masked hypertension) using clinical characteristics was limited. CONCLUSIONS: The receiver operating characteristic curves for cardiovascular mortality using ABP and OBP with deep neural network models outperformed all other risk metrics, indicating the potential for improving current risk scores by applying state-of-the-art machine learning approaches. The prediction of cardiovascular mortality using ABP data led to a significant increase in area under the curve and performance metrics.

Prognostic Relevance of Short-Term Blood Pressure Variability. The Spanish ABPM Registry.

BACKGROUND: The prognostic relevance of short-term blood pressure (BP) variability in hypertension is not clearly established. We aimed to evaluate the association of short-term BP variability, with all-cause and cardiovascular mortality in a large cohort of patients with hypertension. METHODS: We selected 59 124 patients from the Spanish Ambulatory Blood Pressure Monitoring Registry from 2004 to 2014 (median follow-up: 9.7 years). Systolic and diastolic BP SD and coefficient of variation from daytime and nighttime, weighted SD, weighted coefficient of variation, average real variability (mean of differences between consecutive readings), and BP variability ratio (ratio between systolic and diastolic 24-hour SD) were calculated through baseline 24-hour ambulatory BP monitoring. Association with all-cause and cardiovascular mortality were assessed by Cox regression models adjusted for clinical confounders and BP. RESULTS: Patients who died during follow-up had higher values of BP variability compared with those remaining alive. In adjusted models systolic and diastolic daytime and weighted SD and coefficient of variation, average real variability, as well as systolic nighttime SD and BP variability ratio were all significantly associated with all-cause and cardiovascular mortality. Hazard ratios for 1-SD increase in the systolic components ranged from 1.05 to 1.12 for all-cause mortality and from 1.07 to 1.17 for cardiovascular mortality. A daytime SD≥13 mm Hg, a nighttime and a weighted SD≥12 mm Hg, and an average real variability ≥10 mm Hg, all systolic, were independently associated with mortality. CONCLUSIONS: Short-term blood pressure variability shows a relatively weak but significant association with all-cause and cardiovascular mortality in patients with hypertension.

A blunted nocturnal blood pressure decline is associated with all-cause and cardiovascular mortality.

OBJECTIVE: It has been suggested that a blunted nocturnal blood pressure (BP) decline is associated with a poor prognosis. Nevertheless, it remains unclear if an abnormal dipping is deleterious per se or it merely reflects an elevated BP during sleep. We aimed to assess the prognostic value of nocturnal BP decline, with or without concomitant elevated nocturnal BP. METHODS: Vital status and cause of death were obtained from death certificates in 59 124 patients, enrolled in the Spanish ABPM Registry between 2004 and 2014 (median follow-up: 10 years). The association between night-to-day ratio (NDR) and dipping patterns (extreme dippers, dippers, reduced dippers, and risers) with all-cause and cardiovascular mortality were evaluated by Cox-proportional models adjusted for clinical confounders and 24 h blood pressure. RESULTS: NDR was associated with all-cause mortality [hazard ratio for 1SD change: 1.15; 95% confidence interval (CI) 1.13-1.17]. Reduced dippers (1.13; 1.06-1.20) and risers (1.41; 1.32-1.51) were associated with an increased risk of all-cause death, whereas extreme dippers (0.90; 0.79-1.02) were not. Elevated NDR (≥0.9) in the absence of elevated night SBP (<120 mmHg) was associated with an increased risk of death (1.13; 1.04-1.22), as well as elevated night SBP but normal NDR (1.38; 1.26-1.50), and the combination of both abnormalities (1.56; 1.46-1.66). Similar results were obtained for cardiovascular mortality. CONCLUSION: Abnormalities in the circadian pattern are associated with an increased risk of all-cause and cardiovascular mortality. This is maintained even in the absence of nocturnal BP elevation.

Impact of timing of antihypertensive treatment on mortality: an observational study from the Spanish Ambulatory Blood Pressure Monitoring Registry.

BACKGROUND AND AIMS: Whether bedtime versus morning administration of antihypertensive therapy is beneficial on outcomes is controversial. We evaluated the risk of total and cardiovascular mortality in a very large observational cohort of treated hypertensive patients, according to the timing of their usual treatment administration (morning versus evening). METHODS: Vital status and cause of death were obtained from death certificates of 28 406 treated hypertensive patients (mean age 62 years, 53% male individuals), enrolled in the Spanish Ambulatory Blood Pressure Monitoring (ABPM) Registry between 2004 and 2014. Among the 28 406 patients, most (86%) received their medication exclusively in the morning; whilst 13% were treated exclusively in the evening or at bedtime. Follow-up was for a median of 9.7 years and 4345 deaths occurred, of which 1478 were cardiovascular deaths. RESULTS: Using Cox-models adjusted for clinical confounders and 24-h SBP, and compared with patients treated in the morning (reference group), all-cause mortality [hazard ratio 1.01; 95% CI 0.93-1.09) and cardiovascular mortality (hazard ratio 1.04; 95% CI 0.91-1.19) was not significantly different in those receiving evening medication dosing. The results were consistent in all the subgroups of patients analysed. CONCLUSION: In this very large observational study, morning versus bedtime dosing of antihypertensive medication made no difference to the subsequent risk of all-cause or cardiovascular mortality. These findings are in accordance with results from a recent randomized controlled trial and do not support the hypothesis of a specific beneficial effect of night-time antihypertensive treatment dosing on risk of all-cause or cardiovascular death.

Patrones de presión arterial de 24 horas en pacientes con insuficiencia cardiaca estable. Prevalencia y factores asociados / Twenty-four hour ambulatory blood pressure monitoring in patients with stable heart failure. Prevalence and associated factors

Introducción y objetivos: La hipertensión arterial (HTA) está muy presente en la insuficiencia cardiaca (IC). Sin embargo, su prevalencia, su variación circadiana y la relación con los fenotipos de IC es poco conocida. Nuestro objetivo es describir esta prevalencia y sus patrones en la IC.Métodos: Estudio observacional y transversal sobre la IC crónica estable optimizada. Se obtuvo la presión arterial (PA) en consulta y monitorización ambulatoria durante 24 h. Se estimó la prevalencia de HTA, sus patrones diurnos (controlada, no controlada, de bata blanca y enmascarada) y nocturnos (dipper, nondipper y reverse dipper). Se analizaron factores asociados con patrones y fenotipos de IC.Resultados: Entre 2017 y 2021, se incluyó a 266 pacientes con una media de edad de 72±12 años; el 67% eran varones y el 46% tenían IC con FEVI reducida. El 83% tenía HTA: el 68% controlada, el 10% no controlada, el 10% de bata blanca y el 11% enmascarada. El 51% de los pacientes con PA elevada en consulta resultaron en HTA de bata blanca. El 14% de los pacientes con PA normal en consulta tenían HTA enmascarada. Las prevalencias de dipper, nondipper y reverse dipper fueron del 31, el 43 y el 26% respectivamente. La PA sistólica fue menor en la IC con FEVI reducida que en la IC con FEVI conservada (p <0,001).Conclusiones: La monitorización ambulatoria de la PA en IC identificó HTA de bata blanca en más de la mitad de los pacientes con PA elevada en consulta y un porcentaje relevante de HTA enmascarada. La distribución de patrones diurnos fue similar a la de la población sin IC descrita. Sin embargo, la mayoría tuvo un patrón nocturno patológico.(AU)

Introduction and objectives: Hypertension is highly common in heart failure (HF). However, there is limited information on its prevalence, circadian variation, and relationship with the various HF phenotypes. The objective of this study was to describe the prevalence of hypertension and its patterns in HF.Methods: This was a cross-sectional observational study of patients with optimized stable chronic HF. The patients underwent blood pressure (BP) measurement in the office and 24-hour ambulatory monitoring. We estimated the prevalence of hypertension, and its diurnal (controlled, uncontrolled, white coat, and masked) and nocturnal (dipper, nondipper, and reverse dipper) patterns. We also analyzed the factors associated with the different patterns and HF phenotypes.Results: From 2017 to 2021, 266 patients were included in the study (mean age, 72±12 years, 67% male, 46% with reduced ejection fraction). Hypertension was present in 83%: controlled in 68%, uncontrolled in 10%, white coat in 10%, and masked in 11%. Among patients with high office BP, 51% had white coat hypertension. Among those with normal office BP, 14% had masked hypertension. The prevalence of dipper, nondipper, and reverse dipper patterns was 31%, 43%, and 26%, respectively. Systolic BP was lower in HF with reduced ejection fraction than in HF with preserved ejection fraction (P <.001).Conclusions: Ambulatory BP monitoring in HF identified white coat hypertension in more than half of patients with high office BP and masked hypertension in a relevant percentage of patients. The distribution of daytime patterns was similar to that of the population without HF in the literature, but most of the study patients had a pathological nocturnal pattern.(AU)

Octogenarians with chronic kidney disease in the nephrology clinic: Progressors vs. non-progressors.

Background: The current definition of chronic kidney disease applied to patients over the age of 80 has increased the number of referrals to Nephrology. However not all of these patients may benefit from its assessment. This study aims to analyze the evolution of ≥80 years old patients referred to Nephrology. Methods: Single-center study including patients ≥80 years old with eGFR <60 mL/min/1,73m2 who were referred to Nephrology consultation for the first time. Clinical and analytical parameters were collected retrospectively 12 months before the visit, and prospectively at baseline, and 12 and 24 months after the initial visit. We divided patients into two groups based on annual eGFR loss: progressors (>5 mL/min/1.73m2) and non-progressors (≤5 mL/min/1,73m2). Results: A total of 318 patients were included, mean age was 84,9 ± 4 (80-97) years. Baseline serum creatinine was 1,65 ± 0,62 mg/dL, eGRF 35 (28-42) mL/min/1,73, and albumin/creatinine ratio 36 (7-229) mg/g. 55,7% of the patients met the definition of progressor at baseline (initial-progressors), 26,3% were progressors after a 12-month follow-up and 13,4% after 24 months. 21,2% and 11,4% of initial-progressors met this definition at 12 and 24 month follow up. The main risk factor for progression was albuminuria. No relationship was found between the nephrologist intervention and the evolution of renal function among initial non-progressors. Conclusion: Elderly patients who have stable renal function at the time of referral will continue to have stable renal function over the subsequent 24 months and thus may not need to be referred to a nephrologist.

Targeting the TWEAK-Fn14 pathway prevents dysfunction in cardiac calcium handling after acute kidney injury.

Heart and kidney have a closely interrelated pathophysiology. Acute kidney injury (AKI) is associated with significantly increased rates of cardiovascular events, a relationship defined as cardiorenal syndrome type 3 (CRS3). The underlying mechanisms that trigger heart disease remain, however, unknown, particularly concerning the clinical impact of AKI on cardiac outcomes and overall mortality. Tumour necrosis factor-like weak inducer of apoptosis (TWEAK) and its receptor fibroblast growth factor-inducible 14 (Fn14) are independently involved in the pathogenesis of both heart and kidney failure, and recent studies have proposed TWEAK as a possible therapeutic target; however, its specific role in cardiac damage associated with CRS3 remains to be clarified. Firstly, we demonstrated in a retrospective longitudinal clinical study that soluble TWEAK plasma levels were a predictive biomarker of mortality in patients with AKI. Furthermore, the exogenous application of TWEAK to native ventricular cardiomyocytes induced relevant calcium (Ca2+ ) handling alterations. Next, we investigated the role of the TWEAK-Fn14 axis in cardiomyocyte function following renal ischaemia-reperfusion (I/R) injury in mice. We observed that TWEAK-Fn14 signalling was activated in the hearts of AKI mice. Mice also showed significantly altered intra-cardiomyocyte Ca2+ handling and arrhythmogenic Ca2+ events through an impairment in sarcoplasmic reticulum Ca2+ -adenosine triphosphatase 2a pump (SERCA2a ) and ryanodine receptor (RyR2 ) function. Administration of anti-TWEAK antibody after reperfusion significantly improved alterations in Ca2+ cycling and arrhythmogenic events and prevented SERCA2a and RyR2 modifications. In conclusion, this study establishes the relevance of the TWEAK-Fn14 pathway in cardiac dysfunction linked to CRS3, both as a predictor of mortality in patients with AKI and as a Ca2+ mishandling inducer in cardiomyocytes, and highlights the cardioprotective benefits of TWEAK targeting in CRS3. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.

Relationship between clinic and ambulatory blood pressure and mortality: an observational cohort study in 59 124 patients.

BACKGROUND: Ambulatory blood pressure provides a more comprehensive assessment than clinic blood pressure, and has been reported to better predict health outcomes than clinic or home pressure. We aimed to examine associations of clinic and 24-h ambulatory blood pressure with all-cause and cardiovascular mortality in a large cohort of primary care patients referred for assessment of hypertension. METHODS: We did an observational cohort study using clinic and ambulatory blood pressure data obtained from March 1, 2004, to Dec 31, 2014, from the Spanish Ambulatory Blood Pressure Registry. This registry included patients from 223 primary care centres from the Spanish National Health System in all 17 regions of Spain. Mortality data (date and cause) were ascertained by a computerised search of the vital registry of the Spanish National Institute of Statistics. Complete data were available for age, sex, all blood pressure measures, and BMI. For each study participant, follow-up was from the date of their recruitment to the date of death or Dec 31, 2019, whichever occurred first. Cox models were used to estimate associations between usual clinic or ambulatory blood pressure and mortality, adjusted for confounders and additionally for alternative measures of blood pressure. For each measure of blood pressure, we created five groups (ie, fifths) defined by quintiles of that measure among those who subsequently died. FINDINGS: During a median follow-up of 9·7 years, 7174 (12·1%) of 59 124 patients died, including 2361 (4·0%) from cardiovascular causes. J-shaped associations were observed for several blood pressure measures. Among the top four baseline-defined fifths, 24-h systolic blood pressure was more strongly associated with all-cause death (hazard ratio [HR] 1·41 per 1 - SD increment [95% CI 1·36-1·47]) than clinic systolic blood pressure (1·18 [1·13-1·23]). After adjustment for clinic blood pressure, 24-h blood pressure remained strongly associated with all-cause deaths (HR 1·43 [95% CI 1·37-1·49]), but the association between clinic blood pressure and all-cause death was attenuated when adjusted for 24-h blood pressure (1·04 [1·00-1·09]). Compared with the informativeness of clinic systolic blood pressure (100%), night-time systolic blood pressure was most informative about risk of all-cause death (591%) and cardiovascular death (604%). Relative to blood pressure within the normal range, elevated all-cause mortality risks were observed for masked hypertension (HR 1·24 [95% CI 1·12-1·37]) and sustained hypertension (1·24 [1·15-1·32]), but not white-coat hypertension, and elevated cardiovascular mortality risks were observed for masked hypertension (1·37 [1·15-1·63]) and sustained hypertension (1·38 [1·22-1·55]), but not white-coat hypertension. INTERPRETATION: Ambulatory blood pressure, particularly night-time blood pressure, was more informative about the risk of all-cause death and cardiovascular death than clinic blood pressure. FUNDING: Spanish Society of Hypertension, Lacer Laboratories, UK Medical Research Council, Health Data Research UK, National Institute for Health and Care Research Biomedical Research Centres (Oxford and University College London Hospitals), and British Heart Foundation Centre for Research Excellence.

Twenty-four hour ambulatory blood pressure monitoring in patients with stable heart failure. Prevalence and associated factors.

INTRODUCTION AND OBJECTIVES: Hypertension is highly common in heart failure (HF). However, there is limited information on its prevalence, circadian variation, and relationship with the various HF phenotypes. The objective of this study was to describe the prevalence of hypertension and its patterns in HF. METHODS: This was a cross-sectional observational study of patients with optimized stable chronic HF. The patients underwent blood pressure (BP) measurement in the office and 24-hour ambulatory monitoring. We estimated the prevalence of hypertension, and its diurnal (controlled, uncontrolled, white coat, and masked) and nocturnal (dipper, nondipper, and reverse dipper) patterns. We also analyzed the factors associated with the different patterns and HF phenotypes. RESULTS: From 2017 to 2021, 266 patients were included in the study (mean age, 72±12 years, 67% male, 46% with reduced ejection fraction). Hypertension was present in 83%: controlled in 68%, uncontrolled in 10%, white coat in 10%, and masked in 11%. Among patients with high office BP, 51% had white coat hypertension. Among those with normal office BP, 14% had masked hypertension. The prevalence of dipper, nondipper, and reverse dipper patterns was 31%, 43%, and 26%, respectively. Systolic BP was lower in HF with reduced ejection fraction than in HF with preserved ejection fraction (P <.001). CONCLUSIONS: Ambulatory BP monitoring in HF identified white coat hypertension in more than half of patients with high office BP and masked hypertension in a relevant percentage of patients. The distribution of daytime patterns was similar to that of the population without HF in the literature, but most of the study patients had a pathological nocturnal pattern.

Role of ambulatory blood pressure on prediction of cardiovascular disease. A cohort study.

Ambulatory blood pressure (BP) is associated with mortality, but it is also interesting to expand its association with cardiovascular morbidity. This study sought to evaluate association with cardiovascular morbidity and cardiovascular mortality. Patients without cardiovascular disease who had a first 24-hour ambulatory BP monitoring were followed-up until the onset of the first event (a combined variable of cardiovascular mortality, coronary heart disease, cerebrovascular disease, peripheral arteriopathy, or hospital admission for heart failure). Changes in antihypertensive treatment couldn't be collected. Cox regression analysis was adjusted for risk factors and office BP. We included 3907 patients (mean age, 58.0, SD 13.8 years), of whom 85.5% were hypertensive. The follow up period was 6.6 (95% CI 5.0-8.5) years. A total of 496 (12.7%) events were recorded. The incidence rate was 19.3 (95% CI 17.7-21.1) cases per 1000 person-years. The patients with an event compared to the rest of patients were mostly men, older, with higher office and ambulatory systolic BP, higher prevalence of diabetes, chronic kidney disease, dyslipidemia, and non-dipper or riser circadian profile. In the fully adjusted model, office BP loses its significant association with the main variable. Ambulatory BP association remained significant with cardiovascular morbidity and mortality, HR 1.494 (1.326-1.685) and 0.767 (0.654-0.899) for 24-hour systolic and diastolic BP, respectively. Nighttime systolic BP also maintained this significant association, 1.270 (1.016-1.587). We conclude that nighttime systolic BP and 24-hour BP are significantly associated with cardiovascular events and cardiovascular mortality in patients without cardiovascular disease attended under conditions of routine clinical practice.

Prediction of the early response to spironolactone in resistant hypertension by the combination of matrix metalloproteinase-9 activity and arterial stiffness parameters.

AIMS: The aim of this study was to determine whether arterial stiffness assessed with the biochemical parameter active matrix metalloproteinase (MMP)-9 and the clinical parameters pulse pressure (PP) and pulse wave velocity predicts the response to spironolactone in resistant hypertension (RH). METHODS AND RESULTS: Ambulatory blood pressure (BP) and active MMP-9 (measured by zymography and ELISA) were measured at baseline, and patients were classified as having pseudo-RH or RH. Patients with RH received spironolactone and the response was determined after 8 weeks by ambulatory BP monitoring: those who achieved BP goals were considered controlled (CRH) and those who did not were considered uncontrolled (UCRH). Plasma active MMP-9 was significantly higher in patients with RH than with pseudo-RH, and correlated with 24 h systolic BP and PP. Receiver operating characteristic analysis indicated that active MMP-9 could predict the response to spironolactone, and its combination with 24 h PP and pulse wave velocity significantly improved this prediction. Moreover, plasma of patients with UCRH induced the MMP-9 expression pathway. CONCLUSION: We propose active MMP-9 as a useful biomarker to identify patients with RH who will not respond to spironolactone. Combining MMP-9 activity with classical arterial stiffness parameters improves the prediction of the clinical response to spironolactone and might contribute to guide the most appropriate therapeutic decisions for patients with RH.

Role of non-alcoholic fatty liver disease in the evolution of renal function in patients with diabetes mellitus.

BACKGROUND: The increasing prevalence of type 2 diabetes mellitus (T2DM) has influenced in an increasing prevalence of chronic kidney disease (CKD). Little is known about the influence of non-alcoholic fatty liver disease (NAFLD) on the progression of CKD. The aim of this study was to analyse the role of NAFLD and its severity in the progression of renal function in patients with T2DM. METHODS: We conducted a retrospective and observational study including patients with T2DM and estimated glomerular filtration rate (eGFR) >30 mL/min/1.73 m2. NAFLD was defined as the presence of compatible ultrasonography and/or the presence of fibrosis using the NAFLD score. Patients were classified into three groups according to the NAFLD score: Group 1: <-1.85; Group 2: -1.85-0.18 and Group 3: >0.18. RESULTS: A total of 102 patients were included [67.6% males, median age 59 years [interquartile range (IQR) 53-64)], with a median time of T2DM evolution of 70 months (IQR 39-131). Group 3 had lower eGFR (84.8 ± 40.4 versus 71.4 ± 30.6 mL/min/1.73 m2; P = 0.03) and higher proteinuria at baseline (0.56 ± 0.77 versus 1.59 ± 2.70 g/24 h; P = 0.05). After a follow-up time of 75.8 ± 23.9 months, Group 3 had a significant decrease in eGFR (66.6 ± 33.3 versus 36.8 ± 23.1 mL/min/1.73 m2; P ≤ 0.01) and a higher risk of CKD progression [odds ratio 7.50 (95% confidence interval 2.76-20.35); P ≤ 0.001] defined as a decrease in eGFR of >50%. CONCLUSIONS: The presence of NAFLD with high-risk fibrosis confers higher risk of CKD progression in patients with T2DM. Therefore NAFLD should be a risk factor evaluated in these patients to optimize treatment.

TCA Cycle and Fatty Acids Oxidation Reflect Early Cardiorenal Damage in Normoalbuminuric Subjects with Controlled Hypertension.

Moderately increased albuminuria, defined by an albumin to creatinine ratio (ACR) > 30 mg/g, is an indicator of subclinical organ damage associated with a higher risk of cardiovascular and renal disease. Normoalbuminuric subjects are considered at no cardiorenal risk in clinical practice, and molecular changes underlying early development are unclear. To decipher subjacent mechanisms, we stratified the normoalbuminuria condition. A total of 37 hypertensive patients under chronic renin-angiotensin system (RAS) suppression with ACR values in the normoalbuminuria range were included and classified as control (C) (ACR < 10 mg/g) and high-normal (HN) (ACR = 10-30 mg/g). Target metabolomic analysis was carried out by liquid chromatography and mass spectrometry to investigate the role of the cardiorenal risk urinary metabolites previously identified. Besides this, urinary free fatty acids (FFAs), fatty acid binding protein 1 (FABP1) and nephrin were analyzed by colorimetric and ELISA assays. A Mann-Whitney test was applied, ROC curves were calculated and Spearman correlation analysis was carried out. Nine metabolites showed significantly altered abundance in HN versus C, and urinary FFAs and FABP1 increased in HN group, pointing to dysregulation in the tricarboxylic acid cycle (TCA) cycle and fatty acids ß-oxidation. We showed here how cardiorenal metabolites associate with albuminuria, already in the normoalbuminuric range, evidencing early renal damage at a tubular level and suggesting increased ß-oxidation to potentially counteract fatty acids overload in the HN range.

Early renal and vascular damage within the normoalbuminuria condition.

OBJECTIVE: A continuous association between albuminuria and cardiorenal risk exists further below moderately increased albuminuria ranges. If only based in albumin to creatinine ratio (ACR) higher than 30 mg/g, a significant percentage of individuals may be out of the scope for therapeutic management. Despite epidemiological outcomes, the identification of biochemical changes linked to early albuminuria is underexplored, and normoalbuminuric individuals are usually considered at no risk in clinical practice. Here, we aimed to identify early molecular alterations behind albuminuria development. METHODS: Hypertensive patients under renin-angiotensin system (RAS) suppression were classified as control, (ACR < 10 mg/g) or high-normal (ACR = 10-30 mg/g). Urinary protein alterations were quantified and confirmed by untargeted and targeted mass spectrometry. Coordinated protein responses with biological significance in albuminuria development were investigated. Immunohistochemistry assays were performed in human kidney and arterial tissue to in situ evaluate the associated damage. RESULTS: A total of 2663 identified proteins reflect inflammation, immune response, ion transport and lipids metabolism (P value ≤ 0.01). A1AT, VTDB and KNG1 varied in high-normal individuals (P value < 0.05), correlated with ACR and associated with the high-normal condition (odds ratio of 20.76, 6.00 and 7.04 were found, respectively (P value < 0.001)). After 12 months, protein variations persist and aggravate in progressors to moderately increased albuminuria. At tissue level, differential protein expression was found in kidney from individuals with moderately increased albuminuria and atherosclerotic aortas for the three proteins, confirming their capacity to reflect subclinical organ damage. CONCLUSION: Early renal and vascular damage is molecularly evidenced within the normoalbuminuria condition.

Los riñones también hablan español / Kidneys also speak Spanish

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Antihypertensive therapy and short-term blood pressure variability.

BACKGROUND AND AIM: Blood pressure variability (BPV) is recognized as a prognostic contributor in hypertension. We aimed to assess differences in short-term BPV in treated hypertensive patients depending on the number, classes, combinations and individual compounds of the antihypertensive treatment. METHODS: We selected 38 188 treated patients from the Spanish Ambulatory BP Monitoring (ABPM) Registry. SBP and DBP standard deviations (SD) from 24-h, daytime and night-time, weighted SD (WSD), and average real variability (ARV) were calculated through ABPM. They were compared (after adjustment for clinical confounders and BP) depending on the number of antihypertensive drugs, antihypertensive drug classes and compounds (in 13 765 patients on monotherapy), or combinations (in 12 716 patients treated with two drugs and 7888 treated with three drugs). RESULTS: Systolic and diastolic BPV significantly increased in patients treated with multiple drugs with respect to monotherapy. Among drug classes, calcium channel blockers, especially amlodipine, and diuretics were associated with lower systolic BPV, including daytime and night-time SD, WSD and ARV, compared with beta blockers, angiotensin-converting enzyme inhibitors and angiotensin receptor blockers. Likewise, in patients treated with two-drug and three-drug combinations, those which included a calcium channel blocker showed lower BPV in comparison to those without such drug class. CONCLUSION: Treatment with calcium channel blockers, especially amlodipine, and with diuretics is associated with slight, but significant lower values of short-term BPV in comparison to other major drug classes, both in monotherapy and in combination. These results could be helpful when considering BPV reduction as an additional treatment target.