Abstract
Background:
We previously reported increased plasma XO (xanthine oxidase) activity in patients with resistant hypertension. Increased XO can cause mitochondrial DNA damage and promote release of fragments called mitochondrial DNA damage-associated molecular patterns (mtDNA DAMPs). Here, we report racial differences in XO activity and mtDNA DAMPs in Black and White adults with resistant hypertension.
Methods:
This retrospective study includes 91 resistant hypertension patients (44% Black, 47% female) with blood pressure >140/90 mm Hg on ≥4 medications and 37 normotensive controls (30% Black, 54% female) with plasma XO activity, mtDNA DAMPs, and magnetic resonance imaging of left ventricular morphology and function.
Results:
Black-resistant hypertension patients were younger (mean age 52±10 versus 59±10 years; P=0.001), with higher XO activity and left ventricular wall thickness, and worse diastolic dysfunction than White resistant hypertension patients. Urinary sodium excretion (mg/24 hour per kg) was positively related to left ventricular end-diastolic volume (r=0.527, P=0.001) and left ventricular mass (r=0.394, P=0.02) among Black but not White resistant hypertension patients. Patients with resistant hypertension had increased mtDNA DAMPs versus controls (P<0.001), with Black mtDNA DAMPS greater than Whites (P<0.001). Transmission electron microscopy of skeletal muscle biopsies in resistant hypertension patients demonstrates mitochondria cristae lysis, myofibrillar loss, large lipid droplets, and glycogen accumulation.
Conclusions:
These data warrant a large study to examine the role of XO and mitochondrial mtDNA DAMPs in cardiac remodeling and heart failure in Black adults with resistant hypertension.
Keywords: biopsy, blood pressure, hypertension, mitochondria, xanthine oxidase
Introduction
Hypertension among Black adults in the United States has one of the highest prevalence rates in the world1 and is related to major adverse changes in left ventricular (LV) structure and function due, at least in part, to the higher arterial afterload.2 Hypertension is an underlying factor in >50% of Black adults with heart failure (HF)3 and is the strongest risk factor for HF in that population.4 Black adults have a 50% increased incidence of HF, due in large part to the greater prevalence and severity of hypertension,5 and HF occurs 8 years earlier in Black adults as compared with Whites.6,7 Further, Black adults with HF have worse quality of life and depressive symptoms6 and have a 5-year mortality rate that is 34% higher than in White adults.7,8 Although Black adults have the highest death rate for HF,9 they are consistently underrepresented in clinical trials.3,7 The greater HF burden among Black adults calls for further work to discover effective preventive and therapeutic strategies for this higher-risk population.
Arterial afterload is higher in Black adults compared with White adults, associated with known racial differences in arterial stiffness and intravascular volume.2 This higher arterial afterload is related to more adverse changes in cardiac structure and function, likely related to the increased incidence of HF in this high-risk population.9 Black adults have higher levels of oxidative stress, even after adjustment for differences in cardiovascular disease risk factors and inflammation.9 We previously reported significant LV hypertrophy and diastolic dysfunction with normal systolic function in a cohort of persons with resistant hypertension (RHTN).10
XO (xanthine oxidase) is a major enzyme in the production of urate during purine catabolism and is widely distributed in the heart, liver, gut, lung, kidney, and brain, as well as in the plasma.11 In patients with gout, increased urate is linked to RHTN12 and HF.13 XO oxidizes hypoxanthine and xanthine to generate hydrogen peroxide (H2O2) and superoxide (O2•−) as a byproduct, which damages mitochondria leading to bioenergetic dysfunction and further amplification of oxidant generation. For example, initial damage to mitochondrial proteins by XO-derived oxidants can mediate diminution of ATP as well as enhanced electron leak and further increase the generation of O2•−, which can dismute to peroxide or react rapidly with nitric oxide (NO) to form peroxynitrite (ONOO−) and further propagate the process.
Mitochondrial DNA (mtDNA) has been shown to be highly susceptible to oxidative stress and damage in the setting of cardiovascular disease risk factors.14–20 In this regard, we reasoned that increased XO-derived oxidative stress that causes mtDNA damage should also promote the release of fragments of damaged mtDNA from the mitochondria, producing mtDNA damage-associated molecular patterns (mtDNA DAMPs).21,22 These mtDNA DAMPs are potent activators of the innate immune response through several pathways including activation of TLR (toll-like receptor) 9 with promotion of proinflammatory cytokine release.23 Given the higher level of oxidative stress in Black adults,9 the purpose of this study is to examine racial differences in XO activity and mtDNA DAMPs in patients with RHTN.
Materials and Methods
The data that support the findings of this study are available from the corresponding author upon reasonable request.
Study Design and Sample
This study is an analysis of a cohort of patients with RHTN recruited from our Specialized Centers of Clinically Oriented Research (SCCOR) project (SCCOR in Cardiac Dysfunction and Disease, P50HL077100). The study group included participants with RHTN (n=91) seen at the University of Alabama at Birmingham Hypertension Clinic, as previously described.10,24 Control subjects were recruited for the XO and mtDNA DAMP levels. Control subjects were included if they did not have a history of cardiovascular disease or smoking and were not taking any cardiovascular medication, including statins (n=37, 30% Black, 54% female). All control subjects and RHTN patients signed an informed consent form approved by the University of Alabama at Birmingham Institutional Review Board.
Seated clinic blood pressure (BP) was measured manually using a mercury sphygmomanometer and an appropriately sized cuff after 5 minutes of rest. The mean of 2 readings was recorded as the clinic BP. All of the subjects underwent 24-hour ambulatory BP monitoring (SpaceLabs or Suntech Medical). RHTN was defined as having a resting BP≥140/90 mm Hg at 2 clinic visits despite the use of ≥4 antihypertensive medications at pharmacologically effective doses. All participants were on a stable antihypertensive regimen for at least 1 month before entering the study, as confirmed by medical records. Patients were excluded from this study for secondary causes of hypertension other than primary aldosteronism (ie, renal artery stenosis, pheochromocytoma, Cushing’s disease), chronic kidney disease (creatinine clearance <60 mL/min), congestive heart failure, use of potassium-sparing diuretic (spironolactone, amiloride, triamterene), cardiovascular event or procedure within 6 months of study enrollment, use of nitric oxide donors (nitroglycerin, minoxidil), and change in medication use that might affect markers of inflammation or oxidative stress (HMG-CoQ reductase inhibitors, metformin, glitazones, vitamins C, E B6, and B12, hormone replacement therapy). Participants taking urate lowering therapy, that is, allopurinol and febuxostat, were excluded from the analysis.
Racial identity was self-reported: Black race included Black, and Afro-Caribbean persons. The study was approved by the Institutional Review Board at the University of Alabama at Birmingham. All participants provided written informed consent before beginning the study.
Laboratory Measures
Peripheral venous blood samples were drawn from all participants during early morning clinical assessments. Following size exclusion chromatography with Sephadex G-25 to remove endogenous purines and low-molecular-weight inhibitors, plasma total XO plus XD (xanthine dehydrogenase) activity was determined by the rate of uric acid production in the presence of xanthine (75 μM) with nicotinamide adenine dinucleotide (NAD+, 0.5 mmol/L).10 The activity of XO was measured by the rate of uric acid production in the presence of xanthine (75 μM) without NAD+. After 60 minutes of incubation at 37 °C, the reaction was terminated by deproteinization with cold acetonitrile. The uric acid content of deproteinized samples was determined using an HPLC-based electrochemical technique. One unit of activity (U) was defined as 1 μmole/min urate formed at 25 °C and pH 7.4. Allopurinol (100 μM), an inhibitor of XO and XD, was added to parallel samples to confirm the specificity of the reaction. Total protein concentration was determined before and following gel filtration. The XD+XO activity was corrected for the dilution associated with gel filtration and expressed as XO activity per mg total protein. Results were expressed as a concentration relative to total protein content of the sample.
Uric Acid Levels
Plasma uric acid levels were determined as previously reported.25 Briefly, following plasma deproteination, drying under nitrogen and resuspension in mobile phase, uric acid was separated via HPLC with a C18 column in an isocratic manner (ThermoFisher Vanquish). Detection and quantification were accomplished electrochemically.25
Cardiac Magnetic Resonance Imaging
All participants underwent cardiac magnetic resonance imaging to evaluate their cardiac anatomy and function, as previously described.10,26 Briefly, cardiac magnetic resonance was performed with a 1.5-T clinical scanner optimized for cardiac imaging (Sigma, GE Healthcare) using a 4-element phased-array surface coil and prospective electrocardiographic triggering. Imaging was performed using a steady-state free precession cine sequence to obtain standard (2-,3-, and 4-chamber long-axis and serial-parallel short-axis) views with the following typical parameters: slice thickness of the imaging planes, 8 mm with no inter-slice gap; field of view, 40 cm; scan matrix, 256×128; flip angle, 45°; and repetition/echo times, 3.8/1.6 milliseconds. Cine images were reconstructed into 20 cardiac phases. LV functional parameters were measured from endocardial and epicardial contours manually traced on cine images acquired near the end diastole and end systole. These contours were propagated throughout the cardiac cycle using in-house software.10,26 The LV volume at each time-frame was computed by summing the volumes defined by the contours in each short-axis slice multiplied by slice thickness. LV volume–time (V–t) curves, peak ejection rates and volumetric early (E) and late (A) filling rates were calculated as previously described.10,26 Peak early and late diastolic mitral annular velocities were calculated using nonrigid registration to track a manually selected point on the mitral annulus through the cardiac cycle.
Skeletal Muscle Biopsies
Needle muscle biopsies of the vastus lateralis were performed on persons with RHTN. Tissue samples were flash frozen and stored at −80 °C until analysis. Muscle fiber ultrastructure was analyzed using transmission electron microscopy as previously described in our laboratory.24
Mitochondrial DNA Damage-Associated Molecular Patterns
mtDNA DAMPs were assessed in cell free plasma collected from participants with RHTN and normotensive volunteers. Briefly, cell-free DNA was extracted from 100 μL of plasma using a MagMax Cell-Free DNA Isolation Kit (Applied Biosystems) following the manufacturer’s instructions with minor adaptations (2.5 μL of the MagMax Cell-Free DNA Magnetic Beads per sample was used instead of 5 μL per sample). Cell-free DNA was eluted in 20 μL volumes and aliquots were stored at −80 °C. mtDNA DAMPs were assessed via amplification of DNA within the NADH dehydrogenase subunit 1 and NADH dehydrogenase subunit 6 regions of the mtDNA by real-time polymerase chain reaction as previously described22,27 with minor modifications using a StepOne Plus Real-Time polymerase chain reaction system (ThermoFisher Scientific). DAMP copies were quantified relative to standard samples of known copies (10–50 000 copies). Data are expressed as mtDNA DAMPs per microliter of plasma.
Statistical Analysis
Descriptive statistics were calculated for all study variables, and data were reviewed for normality assumptions and outliers in preparation for analysis. XO activity was log (LN) transformed to reduce skewness for analyses. The influence of outliers was examined by examining skewness and significant variations between mean and median of each variable. Outliers were minimal and within expected limits; no adjustments for outliers were needed. Data are presented as mean±SD for continuous variables and counts (percent) for categorical variables. Between-group testing was performed using the Student t test for continuous variables and chi-squared tests to compare binary variables. Multivariable adjusted linear regressions were used to examine linear relationships among continuous outcome variables, controlling for covariates, namely age, sex, and body mass index. Creatinine was used to control for renal function in uric acid analyses. Partial correlations for the variables of interest corrected for covariates were reported with Bonferroni-corrected P. All data were analyzed using SAS version 9.4 with an alpha set at 0.05. MtDNA DAMPs analyses utilized a 2-way ANOVA (group and race), followed by an all pairwise multiple comparison procedure (Holm-Sidak method), using SigmaPlot 12.5.
Results
Demographics and Clinical Measures
Black RHTN patients were significantly younger with a higher diastolic BP (Tables 1 and 2) than White adults with RHTN. There was a higher proportion of diabetes in Black adults compared with White adults with RHTN. Blood creatinine was significantly higher among Black participants as compared with White participants. There were no differences in sex or measures of body size (body mass index, body surface area). There were no significant differences in measures of aldosterone, sodium, or renin activity. Angiotensin II receptor blocker, angiotensin-converting enzyme inhibitor, diuretic, calcium channel blocker, and β-blocker treatment did not differ between Black and White RHTN patients.
Table 1.
Demographic and Clinical Characteristics in RHTN Patients
Black (n=40) | White (n=51) | P value | |
---|---|---|---|
Age, y | 52±10 | 59±10 | 0.001 |
Female, n/% | 20 (50%) | 23 (45%) | 0.834 |
Body mass index, kg/m2 | 33.6±7.1 | 32.1±6.0 | 0.260 |
Body surface area, m2 | 2.17±0.04 | 2.08±0.3 | 0.105 |
Diabetes, n/% | 14 (35%) | 8 (16%) | 0.033 |
ACE inhibitor | 24 (60%) | 33 (65%) | 0.176 |
Ang II receptor blocker | 22 (57%) | 28 (56%) | 0.530 |
Diuretic | 38 (95%) | 49 (96%) | 0.580 |
Beta blocker | 28 (70%) | 37 (73%) | 0.356 |
Calcium channel blocker | 31 (78%) | 37 (73%) | 0.606 |
Plasma aldosterone, ng/dL | 11±1 | 9±1 | 0.507 |
Plasma renin activity, ng/mL per h | 25±15 | 43±20 | 0.549 |
Plasma creatinine, mg/dL | 1.14±0.3 | 1.04±0.3 | 0.036 |
Urine aldosterone, μg/24 h | 12±1 | 13±2 | 0.519 |
Urine sodium, mg/24 h per kg | 48±4 | 50±3 | 0.934 |
ACE indicates angiotensin-converting enzyme; and RHTN, resistant hypertension.
Table 2.
Differences in Left Ventricular Function and Morphology, Xanthine Oxidase Activity, and Blood Pressure at Baseline in RHTN
RHTN | P value* | ||
---|---|---|---|
Mean±SD | |||
Normalized peak early diastolic filling rate (E), EDV/s | Black | 2.50±0.8 | 0.9 |
White | 2.26±0.7 | ||
Normalized peak late diastolic filling rate (A), EDV/s | Black | 2.65±0.9 | 0.035 |
White | 2.10±0.8 | ||
E/A ratio | Black | 1.05±0.5 | 0.7 |
White | 1.40±1.3 | ||
Normalized peak early diastolic MA velocity, % long axis length/s | Black | 65.73±26.7 | 0.9 |
White | 61.59±24.2 | ||
LV end-diastolic volume index, mL/m2 | Black | 70.94±18.7 | 0.9 |
White | 68.84±14.6 | ||
LV end-diastolic mass index, g/m2 | Black | 70.19±18.5 | 0.8 |
White | 62.68±16.8 | ||
LV end-diastolic wall thickness, cm | Black | 1.09±0.22 | 0.4 |
White | 0.99±0.19 | ||
LV end-diastolic mid-wall radius to wall thickness ratio | Black | 2.86±0.7 | 0.07 |
White | 3.24±0.8 | ||
LV end-diastolic mass to volume ratio | Black | 1.04±0.26 | 0.2 |
White | 0.93±0.28 | ||
LV end-diastolic fractional shortening, % | Black | 32.42±7.6 | 0.3 |
White | 33.21±7.9 | ||
LV ejection fraction, % | Black | 67±8 | 0.2 |
White | 70±7 | ||
Xanthine oxidase activity, μU/mgNormal: 0.017±0.00410 | Black | 0.06±0.08 | 0.02 |
White | 0.03±0.03 | ||
Uric acid, mg/dLNormal: 3.21±1.09 | Black | 4.25±1.6 | 0.03 |
White | 3.53±1.4 | ||
MT-ND1, mtDNA DAMPs/μLNormal: 27±19 | Black | 133±130 | 0.02 |
White | 67±69 | ||
MT-ND6, mtDNA DAMPs/μLNormal: 224±131 | Black | 568±422 | 0.003 |
White | 259±232 | ||
Systolic blood pressure, mm Hg | Black | 150±24 | 0.2 |
White | 146±18 | ||
Diastolic blood pressure, mm Hg | Black | 90±14 | 0.02 |
White | 84±13 |
RHTN: Black n=40, White n=51;
—Values taken from reference 10.
LV indicates left ventricular;
MA, mitral annular;
MT-ND1, mitochondrial genome for NADH-ubiquinone oxidoreductase chain 1; and
MT-ND6, mitochondrial genome for NADH-ubiquinone oxidoreductase chain 6.
Bonferroni-adjusted P Value for Black vs White RHTN.
Baseline Left Ventricular Function and Morphology
Black RHTN participants had a higher wall thickness with trends toward a lower mid-wall radius/wall thickness ratio and left ventricle end diastole (LVED) mass/volume ratio (Table 2). Left ventricle ejection fraction and LV fractional shortening did not differ between groups. Black RHTN participants had a higher normalized peak late diastolic filling rate (A, EDV/s), which corresponded to a trend toward a lower E/A ratio.
24-Hour Urinary Aldosterone and Sodium
Plasma aldosterone and renin activity and urinary sodium and aldosterone did not differ between Black and White RHTN patients. However, 24-hour urinary sodium (mg/24 hour per kg) was positively related to left ventricle end diastolic volume (r=0.527, P=0.001), LV mass (r=0.394, P=0.02), and LV wall thickness (r=0.356, P=0.04) among Black but not White RHTN participants, when controlling for sex, body mass index, and age. Urinary aldosterone (μg/24 hour) was positively associated with LVED wall thickness (Black: r=0.561, P<0.001, White: r=0.410, r=0.002), left ventricle end diastolic volume index (Black: r=0.336, P=0.04, White: r=0.359, P=0.007), and LVED mass index (Black: r=0.543, P<0.001, White: r= 0.466, P<0.001) among both Black and White RHTN participants, controlling for sex, body mass index, and age. However, 24-hour urinary aldosterone was associated with LVED mass/volume ratio (r=0.404, P=0.01) among the Black RHTN participants only.
Plasma XO Activity
Plasma XO activity was higher among Black versus White RHTN participants (Table 2). There was a significant relationship between XO activity and uric acid, when controlling for blood creatinine concentration as a measure of kidney function (r=0.442, P=0.001). Diastolic BP, but not systolic BP, was related to XO activity (r=0.705, P<0.001) overall and by group (Black: r=0.800, P<0.001, White: r=0.648, P<0.001). Plasma XO activity had a positive relationship with both LVED wall thickness (r=0.401, P=0.03) and LV mid-wall radius/wall thickness ratio (r=0.427, P=0.02) among the Black but not White RHTN participants.
mtDNA DAMPs
Quantification of mtDNA DAMP levels within the NADH dehydrogenase subunit 1 and NADH dehydrogenase subunit 6 regions indicated that RHTN patients had higher serum DAMP copies than normotensive controls (P<0.001 and P=0.018; Figure 1A and 1B) with no differences between Black and White controls (Figure 1C and 1D). For NADH dehydrogenase subunit 1 (ND1; Figure 1C), White RHTN did not differ (P=0.063) whereas Black RHTN had higher mtDNA DAMPS than race-matched normotensive controls (P<0.001). Black adults had higher mtDNA DAMPs than Whites with RHTN (P<0.001). For NADH dehydrogenase subunit 6 (Figure 1D), RHTN patients had increased mtDNA DAMP levels compared with Black normotensive controls (P<0.001). However, no differences were observed between White RHTN and race-matched normotensive controls (P=0.664). Black RHTN had increased mtDNA DAMPs compared with White RHTN (P<0.001).
Figure 1. Box plots presenting quantitative mitochondrial DNA damage-associated molecular patterns (mtDNA DAMP) levels in plasma samples from control and resistant hypertension (RHTN) patients.
Cell-free DNA was extracted from plasma samples, and levels of mtDNA DAMPs from the NADH dehydrogenase subunit 1 (ND1) and NADH dehydrogenase subunit 1 (ND6) regions of the mtDNA were quantitatively determined. A and B, mtDNA DAMP levels of controls and RHTN patients from the ND1 and ND6 regions, respectively. C and D, mtDNA DAMP levels of controls and RHTN patients segregated by race for the ND1 and ND6 regions, respectively.
Skeletal Muscle Transmission Electron Microscopy
Skeletal muscle biopsies were performed in an extra subset of 5 patients with RHTN and 2 normotensive subjects (Table 3). Patients 01, 04, and 05 had no history of diabetes and Patients 08 and 10 were insulin requiring diabetics. Representative transmission electron microscopy images of skeletal muscle biopsies from 5 patients with RHTN and one normal subject at 8000X (left) and 16 000X (right) are shown (Figure 2). All samples from RHTN patients demonstrated numerous subsarcolemmal and interfibrillar large lipid droplets (LD) surrounded by large accumulations of glycogen (Gly) and clusters of small, disorganized mitochondria within glycogen. There was also evidence of glycophagy in RHTN patient HTN04 (Figure 2). Numerous mitochondria had evidence of cristae lysis, which collected in areas of myofibrillar breakdown. Each patient had elevated XO activity, while the 2 normal subjects had no detectable XO activity (Table 3). Taken together, these findings support mitochondrial pathology and a metabolic syndrome with or without insulin-requiring diabetes.
Table 3.
RHTN With Skeletal Muscle Biopsies for TEM
Age | Sex | Race | BMI, kg/m2 | BSA, m2 | Diabetes | Medications | LVEF, % | LVED Wall thickness, mm | XO activity, μU/mg | |
---|---|---|---|---|---|---|---|---|---|---|
RHTN | ||||||||||
HTN01 | 35 | F | Black | 40.9 | 2.27 | No | ARB, HB, CCB, diuretic | N/A | N/A | 0.150 |
HTN04 | 48 | M | Black | 29.7 | 2.26 | No | ACEi, BB, diuretic | 65 | 4.9 | 0.369 |
HTN05 | 74 | F | White | 28.3 | 1.85 | No | ARB, BB, CCB, diuretic | 61.6 | 4.4 | 0.064 |
HTN08 | 70 | F | Black | 33.0 | 1.97 | Yes | ACEi, BB, CCB, insulin | 64.7 | 5.6 | 0.035 |
HTN10 | 55 | F | Black | 32.2 | 1.72 | Yes | ARB, CCB, HBP, diuretic, insulin | 65 | 4.3 | NM |
Normal | ||||||||||
HTN20 | 35 | F | White | 18.2 | 1.65 | No | None | N/A | N/A | Undetectable |
HTN21 | 50 | M | White | 24 | 1.77 | No | None | N/A | N/A | Undetectable |
Medications:
ACEi indicates angiotensin II converting enzyme inhibitor;
ARB, angiotensin II receptor blocker;
BB, beta blocker;
CCB, calcium channel blocker;
HB, other high blood pressure medication;
LVED, left ventricular end-diastolic; LVEF, left ventricular ejection fraction; NM, not measured; and
XO, xanthine oxidase.
Figure 2. Transmission electron microscopy images of skeletal muscle biopsies from 5 patients with resistant hypertension and one normal subject at 8000X (left) and 16 000X (right).
RHTN Patient 01: 35-y-old Black female with numerous interfibrillar large lipid droplets (LDs) surrounded by large accumulations of glycogen (Gly) and clusters of small, disorganized mitochondria within glycogen. RHTN Patient 04: 48-y-old Black male with large subsarcolemmal lipid droplets and evidence of glycophagy (white box). RHTN Patient 05: 74-y-old White female with myofibrillar breakdown (arrows) and multiple small mitochondria (mt) in disarray with lysis of cristae (box). RHTN Patient 08: 70-y-old Black female with large increases in glycogen (Gly) amidst numerous LDs and many multiple sized mitochondria (mt) in areas of myofibril lysis. RHTN Patient 10 has large accumulations of subsarcolemmal glycogen and large lipid droplets. Interfibrillar areas have numerous mitochondria (mt) with cristae lysis. The skeletal muscle biopsy from the Normotensive control subject (HTN20), a 35-y-old White female showed none of these pathological changes.
Discussion
This is the first study to show increased plasma XO activity and mtDNA DAMP levels in Black adults with RHTN, compared with White adults with RHTN. Mitochondrial DNA DAMPs activate TLRs, resulting in inflammation, vascular remodeling, and hypertension.28 Activation of endothelial XO is linked to a major source of oxidative stress and endothelial dysfunction.29–32 Exposure of mitochondria to peroxide and superoxide, products of XO catabolism, has been shown to increase mtDNA DAMPs and activation of TLR receptors in pulmonary endothelial cells.33,34 Skeletal muscle biopsies in RHTN patients (n=5) with increased plasma XO activity demonstrated diffuse mitochondrial cristae lysis, small clusters of mitochondria in areas of myofibrillar lysis, and decreased electron density of sarcomeric myofibrils compared with normal controls with undetectable XO activity. Thus, XO activation may set up a feed forward cycle of mitochondrial damage, mitochondrial reactive oxygen species production, mtDNA DAMP release, and inflammation in the pathogenesis of hypertension end organ injury.28
We have previously reported that RHTN is associated with increases in LV volume and mass,10,26 dietary salt intake,35 and XO activity.10 Here, we take this scenario one step further with regard to the Black population. When stratified by race, XO activity was positively related to urinary sodium (mg/24 hour per kg), LV end diastolic volume, LV mass, and LV wall thickness among Black but not White RHTN patients. Black patients have a greater propensity to salt sensitivity and suppressed plasma renin, suggesting a predisposition to sodium retention.36–38 Black adults also have higher levels of oxidative stress even after adjustment for differences in cardiovascular disease risk factors and inflammation,9 and greater large artery stiffness.39 Figure 3 presents a scenario where dietary salt and hypertension produces an increase in XO activity and mtDNA DAMPs in Black adults with RHTN.
Figure 3. Scenario that connects hypertension, dietary salt indiscretion, and aldosterone to a combined pressure and volume overload as demonstrated by a dilated concentric hypertrophy.
However, in Black adults, stretch on the heart and vascular endothelium perpetuates a more aggressive vicious cycle of XO (xanthine oxidase), and mitochondrial DNA damage-associated molecular patterns (mtDNA DAMPs).
The origin of increased plasma XO activity in resistant hypertension is multifactorial. Studies in type II pulmonary alveolar cells show an increase in XO activity in response to stretch and an increase in mitochondrial reactive oxygen species production.40,41 Cyclical stretch of adult rat cardiomyocytes and induction of volume overload stress results in increased cardiomyocyte XO activity, mitochondrial reactive oxygen species production, mitochondrial cristae lysis, and myofibrillar breakdown—all of which are prevented by allopurinol.42 Thus, increased XO activity in Black patients could result from a combination of salt sensitivity and increased BP.
LV diastolic dysfunction in RHTN has been attributed to increased LV stiffness due to interstitial collagen accumulation because of chronic pressure overload.43 However, XO resides in the human cardiomyocyte along the z-disc24 in the sarcoplasmic reticulum membrane of the cardiomyocyte near the ryanodine receptor (RyR) and sarcoplasmic endoplasmic reticulum Ca2+-ATPase 2 (SERCA2) pump.44 XO-mediated oxidative modification of RyR and SERCA2 causes increased cytosolic Ca2+, decreases myofilament calcium sensitivity,45,46 and impairs LV systolic and diastolic function. Thus, in addition to pressure overload–induced collagen accumulation, activation of XO can also contribute to LV diastolic dysfunction in the Black population.
In our RHTN patients, there is a significant relationship between XO activity and uric acid, when controlling for creatinine as a measure for renal function (r=0.442, P=0.001). There is evidence that intracellular uric acid produced by XO also causes oxidative stress by stimulating NADPH oxidase and translocating it to the mitochondria leading to de novo lipogenesis in liver cells.47 Skeletal muscle biopsies in 5 patients with RHTN demonstrate numerous large lipid droplets surrounded by glycogen and glycophagy in both the subsarcolemmal and interfibrillar regions of the sarcomere. Subsarcolemmal mitochondria provide bioenergetic support of signal transduction, fat oxidation, and substrate transport.
An impairment of electron transport chain activity in this subcellular location has been linked to the pathogenesis of insulin resistance. These findings of metabolic syndrome were present in both insulin requiring diabetic (RHTN 08 and 10) and nondiabetic RHTN patients (RHTN 01, 04, 05). These data suggest an element of metabolic syndrome in patients with RHTN. Additional studies that examine potential racial differences are indicated to determine if metabolic syndrome contributed to the increase in circulating mtDNA DAMPs in RHTN.
There is currently no evidence for genetic control of XO activity per se in Black adults with RHTN. Considering urate levels as a marker of XO activity, there was no genome-wide significant association of the XO locus with serum urate in the largest genome wide associated study performed to date.48 However, there was a signal approaching significance (P<10−6) for association with serum urate levels in people of White European ancestry. The cohort of subjects of self-identified Black ancestry was too small and under-powered to draw any conclusion.49 A single candidate gene study of people of White European ancestry reported association of genetic variation in XO with BP and hypertension.50 In general, there is a dearth of knowledge of genetic control of XO activity, both at the gene itself and other factors controlling expression and activity, most especially in people of sub-Saharan ancestry.
Perspectives
There is greater XO activity and evidence of mitochondrial damage through increased mtDNA DAMPs in Black versus White patients with resistant hypertension. A major limitation of the current study, as with all retrospective studies, is the potential for selection bias in a small number of patients on multiple medications. These results warrant a larger study that includes metabolic syndrome and XO as a potential therapeutic target to reduce mitochondrial damage and attenuate left ventricular diastolic dysfunction in Black adults with resistant hypertension.
Novelty and Relevance.
What Is New?
This is the first study to show increased plasma xanthine oxidase activity and mitochondrial DNA damage-associated molecular pattern levels in Black adults with RHTN, compared with White adults with RHTN.
What Is Relevant?
Mitochondrial DNA DNA damage-associated molecular patterns activate TLRs (toll-like receptors), resulting in inflammation, vascular remodeling, and hypertension.
Clinical/Pathophysiological Implications?
Xanthine oxidase activation may set up a feed forward cycle of mitochondrial damage, mitochondrial reactive oxygen species production, mitochondrial DNA damage-associated molecular pattern release, and inflammation in the pathogenesis of hypertension end organ injury. These data warrant a large study to examine the role of xanthine oxidase and mitochondrial mitochondrial DNA damage-associated molecular patterns in cardiac remodeling and heart failure in Black adults with resistant hypertension.
Sources of Funding
This study was funded by NHLBI Specialized Centers of Clinically Oriented Research (grant No. P50HL077100 to L.J. Dell’Italia) in cardiac dysfunction and NHLBI Grant P01 HL051952 (L.J. Dell’Italia). Effort for BB was funded by NIH grants T32HD071866 and F32NR017322. UAB School of Medicine AMC21 Multi-PI Grant (P. Sanders and L.J. Dell’Italia).
Footnotes
Disclosures
None.
References
- 1.Benjamin EJ, Virani SS, Callaway CW, Chamberlain AM, Chang AR, Cheng S, Chiuve SE, Cushman M, Delling FN, Deo R, et al. ; American Heart Association Council on Epidemiology and Prevention Statistics Committee and Stroke Statistics Subcommittee. Heart disease and stroke statistics-2018 update: a report from the American Heart Association. Circulation. 2018;137:e67–e492. doi: 10.1161/CIR.0000000000000558 [DOI] [PubMed] [Google Scholar]
- 2.Fernandes-Silva MM, Shah AM, Hegde S, Goncalves A, Claggett B, Cheng S, Nadruz W, Kitzman DW, Konety SH, Matsushita K, et al. Race-related differences in left ventricular structural and functional remodeling in response to increased afterload: the ARIC study. JACC Heart Fail. 2017;5:157–165. doi: 10.1016/j.jchf.2016.10.011 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Franciosa JA, Ferdinand KC, Yancy CW; Consensus Statement on Heart Failure in African Americans Writing Group. Treatment of heart failure in African Americans: a consensus statement. Congest Heart Fail. 2010;16:27–38. doi: 10.1111/j.1751-7133.2009.00118.x [DOI] [PubMed] [Google Scholar]
- 4.Yancy CW, Strong M. The natural history, epidemiology, and prognosis of heart failure in African Americans. Congest Heart Fail. 2004;10:15–8; quiz 21. doi: 10.1111/j.1527-5299.2004.02026.x [DOI] [PubMed] [Google Scholar]
- 5.Agoston I, Cameron CS, Yao D, Dela Rosa A, Mann DL, Deswal A. Comparison of outcomes of white versus black patients hospitalized with heart failure and preserved ejection fraction. Am J Cardiol. 2004;94:1003–1007. doi: 10.1016/j.amjcard.2004.06.054 [DOI] [PubMed] [Google Scholar]
- 6.Lewis EF, Claggett B, Shah AM, Liu J, Shah SJ, Anand I, O’Meara E, Sweitzer NK, Rouleau JL, Fang JC, et al. Racial differences in characteristics and outcomes of patients with heart failure and preserved ejection fraction in the treatment of preserved cardiac function heart failure trial. Circ Heart Fail. 2018;11:e004457. doi: 10.1161/CIRCHEARTFAILURE.117.004457 [DOI] [PubMed] [Google Scholar]
- 7.Lekavich CL, Barksdale DJ. A critical evaluation of the representation of black patients with heart failure and preserved ejection fraction in clinical trials: a literature review. J Cardiovasc Nurs. 2016;31:202–208. doi: 10.1097/JCN.0000000000000237 [DOI] [PubMed] [Google Scholar]
- 8.East MA, Peterson ED, Shaw LK, Gattis WA, O’Connor CM. Racial differences in the outcomes of patients with diastolic heart failure. Am Heart J. 2004;148:151–156. doi: 10.1016/j.ahj.2004.01.017 [DOI] [PubMed] [Google Scholar]
- 9.Morris AA, Zhao L, Patel RS, Jones DP, Ahmed Y, Stoyanova N, Gibbons GH, Vaccarino V, Din-Dzietham R, Quyyumi AA. Differences in systemic oxidative stress based on race and the metabolic syndrome: the Morehouse and Emory Team up to Eliminate Health Disparities (META-Health) study. Metab Syndr Relat Disord. 2012;10:252–259. doi: 10.1089/met.2011.0117 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Butts B, Calhoun DA, Denney TS, Lloyd SG, Gupta H, Gaddam KK, Aban I, Oparil S, Sanders PW, Patel R, et al. Plasma xanthine oxidase activity is related to increased sodium and left ventricular hypertrophy in resistant hypertension. Free Radic Biol Med. 2019;134:343–349. doi: 10.1016/j.freeradbiomed.2019.01.029 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Pacher P, Nivorozhkin A, Szabó C. Therapeutic effects of xanthine oxidase inhibitors: renaissance half a century after the discovery of allopurinol. Pharmacol Rev. 2006;58:87–114. doi: 10.1124/pr.58.1.6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Johnson RJ, Bakris GL, Borghi C et al. Hyperuricemia, acute and chronic kidney disease, hypertension and cardiovascular disease: report of a scientific workshop organized by the National Kidney Foundation. American Journal of Kidney Disease. 2018;71:851–865. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Ambrosio G, Leiro MGC, Lund LH, Chonchol MB, Feldman D, Lanaspa MA, Merriman TR, Moe OW, Mount DB, Sanchez Lozada LG, et al. Serum uric acid and outcomes in patients with chronic heart failure through the whole spectrum of ejection fraction phenotypes: analysis of the ESC-EORP Heart Failure Long-Term (HF LT) Registry. Am J Kidney Dis. 2018;71:851–865. doi: 10.1053/j.ajkd.2017.12.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Fetterman JL, Holbrook M, Westbrook DG, Brown JA, Feeley KP, Bretón-Romero R, Linder EA, Berk BD, Weisbrod RM, Widlansky ME, et al. Mitochondrial DNA damage and vascular function in patients with diabetes mellitus and atherosclerotic cardiovascular disease. Cardiovasc Diabetol. 2016;15:53. doi: 10.1186/s12933-016-0372-y [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Fetterman JL, Pompilius M, Westbrook DG, Uyeminami D, Brown J, Pinkerton KE, Ballinger SW. Developmental exposure to second-hand smoke increases adult atherogenesis and alters mitochondrial DNA copy number and deletions in apoE(−/−) mice. PLoS One. 2013;8:e66835. doi: 10.1371/journal.pone.0066835 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Yang Z, Knight CA, Mamerow MM, Vickers K, Penn A, Postlethwait EM, Ballinger SW. Prenatal environmental tobacco smoke exposure promotes adult atherogenesis and mitochondrial damage in apolipoprotein E−/− mice fed a chow diet. Circulation. 2004;110:3715–3720. doi: 10.1161/01.CIR.0000149747.82157.01 [DOI] [PubMed] [Google Scholar]
- 17.Ballinger SW, Patterson C, Knight-Lozano CA, Burow DL, Conklin CA, Hu Z, Reuf J, Horaist C, Lebovitz R, Hunter GC, et al. Mitochondrial integrity and function in atherogenesis. Circulation. 2002;106:544–549. doi: 10.1161/01.cir.0000023921.93743.89 [DOI] [PubMed] [Google Scholar]
- 18.Knight-Lozano CA, Young CG, Burow DL, Hu ZY, Uyeminami D, Pinkerton KE, Ischiropoulos H, Ballinger SW. Cigarette smoke exposure and hypercholesterolemia increase mitochondrial damage in cardiovascular tissues. Circulation. 2002;105:849–854. doi: 10.1161/hc0702.103977 [DOI] [PubMed] [Google Scholar]
- 19.Ballinger SW, Patterson C, Yan CN, Doan R, Burow DL, Young CG, Yakes FM, Van Houten B, Ballinger CA, Freeman BA, et al. Hydrogen peroxide- and peroxynitrite-induced mitochondrial DNA damage and dysfunction in vascular endothelial and smooth muscle cells. Circ Res. 2000;86:960–966. doi: 10.1161/01.res.86.9.960 [DOI] [PubMed] [Google Scholar]
- 20.Wenceslau CF, McCarthy CG, Szasz T, Spitler K, Goulopoulou S, Webb RC; Working Group on DAMPs in Cardiovascular Disease. Mitochondrial damage-associated molecular patterns and vascular function. Eur Heart J. 2014;35:1172–1177. doi: 10.1093/eurheartj/ehu047 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Kuck JL, Obiako BO, Gorodnya OM, Pastukh VM, Kua J, Simmons JD, Gillespie MN. Mitochondrial DNA damage-associated molecular patterns mediate a feed-forward cycle of bacteria-induced vascular injury in perfused rat lungs. Am J Physiol Lung Cell Mol Physiol. 2015;308:L1078–L1085. doi: 10.1152/ajplung.00015.2015 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Simmons JD, Lee YL, Mulekar S, Kuck JL, Brevard SB, Gonzalez RP, Gillespie MN, Richards WO. Elevated levels of plasma mitochondrial DNA DAMPs are linked to clinical outcome in severely injured human subjects. Ann Surg. 2013;258:591–6; discussion 596. doi: 10.1097/SLA.0b013e3182a4ea46 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Brown JA, Sammy MJ, Ballinger SW. An evolutionary, or “Mitocentric” perspective on cellular function and disease. Redox Biol. 2020;36:101568. doi: 10.1016/j.redox.2020.101568 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Ahmed MI, Gladden JD, Litovsky SH, Lloyd SG, Gupta H, Inusah S, Denney T, Powell P, McGiffin DC, Dell’Italia LJ. Increased oxidative stress and cardiomyocyte myofibrillar degeneration in patients with chronic isolated mitral regurgitation and ejection fraction >60%. J Am Coll Cardiol. 2010;55:671–679. doi: 10.1016/j.jacc.2009.08.074 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Harmon DB, Mandler WK, Sipula IJ, Dedousis N, Lewis SE, Eckels JT, Du J, Wang Y, Huckestein BR, Pagano PJ, et al. Hepatocyte-specific ablation or whole-body inhibition of xanthine oxidoreductase in mice corrects obesity-induced systemic hyperuricemia without improving metabolic abnormalities. Diabetes. 2019;68:1221–1229. doi: 10.2337/db18-1198 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Gaddam K, Corros C, Pimenta E, Ahmed M, Denney T, Aban I, Inusah S, Gupta H, Lloyd SG, Oparil S, et al. Rapid reversal of left ventricular hypertrophy and intracardiac volume overload in patients with resistant hypertension and hyperaldosteronism: a prospective clinical study. Hypertension. 2010;55:1137–1142. doi: 10.1161/HYPERTENSIONAHA.109.141531 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Yuzefovych LV, Pastukh VM, Ruchko MV, Simmons JD, Richards WO, Rachek LI. Plasma mitochondrial DNA is elevated in obese type 2 diabetes mellitus patients and correlates positively with insulin resistance. PLoS One. 2019;14:e0222278. doi: 10.1371/journal.pone.0222278 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.McCarthy CG, Goulopoulou S, Wenceslau CF, Spitler K, Matsumoto T, Webb RC. Toll-like receptors and damage-associated molecular patterns: novel links between inflammation and hypertension. Am J Physiol Heart Circ Physiol. 2014;306:H184–H196. doi: 10.1152/ajpheart.00328.2013 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Landmesser U, Spiekermann S, Preuss C, Sorrentino S, Fischer D, Manes C, Mueller M, Drexler H. Angiotensin II induces endothelial xanthine oxidase activation: role for endothelial dysfunction in patients with coronary disease. Arterioscler Thromb Vasc Biol. 2007;27:943–948. doi: 10.1161/01.ATV.0000258415.32883.bf [DOI] [PubMed] [Google Scholar]
- 30.Malik UZ, Hundley NJ, Romero G, Radi R, Freeman BA, Tarpey MM, Kelley EE. Febuxostat inhibition of endothelial-bound XO: implications for targeting vascular ROS production. Free Radic Biol Med. 2011;51:179–184. doi: 10.1016/j.freeradbiomed.2011.04.004 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Cantu-Medellin N, Kelley EE. Xanthine oxidoreductase-catalyzed reduction of nitrite to nitric oxide: insights regarding where, when and how. Nitric Oxide. 2013;34:19–26. doi: 10.1016/j.niox.2013.02.081 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Houston M, Estevez A, Chumley P, Aslan M, Marklund S, Parks DA, Freeman BA. Binding of xanthine oxidase to vascular endothelium. Kinetic characterization and oxidative impairment of nitric oxide-dependent signaling. J Biol Chem. 1999;274:4985–4994. doi: 10.1074/jbc.274.8.4985 [DOI] [PubMed] [Google Scholar]
- 33.Ruchko M, Gorodnya O, LeDoux SP, Alexeyev MF, Al-Mehdi AB, Gillespie MN. Mitochondrial DNA damage triggers mitochondrial dysfunction and apoptosis in oxidant-challenged lung endothelial cells. Am J Physiol Lung Cell Mol Physiol. 2005;288:L530–L535. doi: 10.1152/ajplung.00255.2004 [DOI] [PubMed] [Google Scholar]
- 34.Grishko V, Solomon M, Wilson GL, LeDoux SP, Gillespie MN. Oxygen radical-induced mitochondrial DNA damage and repair in pulmonary vascular endothelial cell phenotypes. Am J Physiol Lung Cell Mol Physiol. 2001;280:L1300–L1308. doi: 10.1152/ajplung.2001.280.6.L1300 [DOI] [PubMed] [Google Scholar]
- 35.Svetkey LP, McKeown SP, Wilson AF. Heritability of salt sensitivity in black Americans. Hypertension. 1996;28:854–858. doi: 10.1161/01.hyp.28.5.854 [DOI] [PubMed] [Google Scholar]
- 36.Morris RC, Sebastian A, Forman A, Tanaka M, Schmidlin O. Normotensive salt sensitivity: effects of race and dietary potassium. Hypertension. 1999;33:18–23. doi: 10.1161/01.hyp.33.1.18 [DOI] [PubMed] [Google Scholar]
- 37.Pimenta E, Gaddam KK, Oparil S, Aban I, Husain S, Dell’Italia LJ, Calhoun DA. Effects of dietary sodium reduction on blood pressure in subjects with resistant hypertension: results from a randomized trial. Hypertension. 2009;54:475–481. doi: 10.1161/HYPERTENSIONAHA.109.131235 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Rayner BL, Spence JD. Hypertension in blacks: insights from Africa. J Hypertens. 2017;35:234–239. doi: 10.1097/HJH.0000000000001171 [DOI] [PubMed] [Google Scholar]
- 39.Strauss M, Smith W, Kruger R, van der Westhuizen B, Schutte AE. Large artery stiffness is associated with salt intake in young healthy black but not white adults: the African-PREDICT study. Eur J Nutr. 2018;57:2649–2656. doi: 10.1007/s00394-018-1791-1 [DOI] [PubMed] [Google Scholar]
- 40.Abdulnour RE, Peng X, Finigan JH, Han EJ, Hasan EJ, Birukov KG, Reddy SP, Watkins JE, Kayyali US, Garcia JG, et al. Mechanical stress activates xanthine oxidoreductase through MAP kinase-dependent pathways. Am J Physiol Lung Cell Mol Physiol. 2006;291:L345–L353. doi: 10.1152/ajplung.00453.2005 [DOI] [PubMed] [Google Scholar]
- 41.Tanaka T, Saito Y, Matsuda K, Kamio K, Abe S, Kubota K, Azuma A, Gemma A. Cyclic mechanical stretch-induced oxidative stress occurs via a NOX-dependent mechanism in type II alveolar epithelial cells. Respir Physiol Neurobiol. 2017;242:108–116. doi: 10.1016/j.resp.2017.04.007 [DOI] [PubMed] [Google Scholar]
- 42.Gladden JD, Zelickson BR, Wei CC, Ulasova E, Zheng J, Ahmed MI, Chen Y, Bamman M, Ballinger S, Darley-Usmar V, et al. Novel insights into interactions between mitochondria and xanthine oxidase in acute cardiac volume overload. Free Radic Biol Med. 2011;51:1975–1984. doi: 10.1016/j.freeradbiomed.2011.08.022 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Zile MR, Jhund PS, Baicu CF, Claggett BL, Pieske B, Voors AA, Prescott MF, Shi V, Lefkowitz M, McMurray JJ, et al. ; Prospective Comparison of ARNI With ARB on Management of Heart Failure With Preserved Ejection Fraction (PARAMOUNT) Investigators. Plasma biomarkers reflecting profibrotic processes in heart failure with a preserved ejection fraction: data from the prospective comparison of ARNI with ARB on management of heart failure with preserved ejection fraction study. Circ Heart Fail. 2016;9:e002551. doi: 10.1161/CIRCHEARTFAILURE.115.002551 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Tziomalos K, Hare JM. Role of xanthine oxidoreductase in cardiac nitroso-redox imbalance. Front Biosci (Landmark Ed). 2009;14:237–262. doi: 10.2741/3243 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Khan SA, Lee K, Minhas KM, Gonzalez DR, Raju SV, Tejani AD, Li D, Berkowitz DE, Hare JM. Neuronal nitric oxide synthase negatively regulates xanthine oxidoreductase inhibition of cardiac excitation-contraction coupling. Proc Natl Acad Sci U S A. 2004;101:15944–15948. doi: 10.1073/pnas.0404136101 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Pérez NG, Gao WD, Marbán E. Novel myofilament Ca2+-sensitizing property of xanthine oxidase inhibitors. Circ Res. 1998;83:423–430. doi: 10.1161/01.res.83.4.423 [DOI] [PubMed] [Google Scholar]
- 47.Marek G, Duranay M, Schreiner G, Rodriguez-Iturbe B, Nakagawa T, Kang DH, Sautin YY, Johnson RJ. Uric acid induces hepatic steatosis by generation of mitochondrial oxidative stress: potential role in fructose-dependent and -independent fatty liver. J Biol Chem. 2012;287:40732–40744. doi: 10.1074/jbc.M112.399899. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Scheepers LE, Wei FF, Stolarz-Skrzypek K, Malyutina S, Tikhonoff V, Thijs L, Salvi E, Barlassina C, Filipovský J, Casiglia E, et al. Xanthine oxidase gene variants and their association with blood pressure and incident hypertension: a population study. J Hypertens. 2016;34:2147–2154. doi: 10.1097/HJH.0000000000001077 [DOI] [PubMed] [Google Scholar]
- 49.Tin A, Marten J, Halperin Kuhns VL, Li Y, Wuttke M, Kirsten H, Sieber KB, Qiu C, Gorski M, Yu Z, et al. ; German Chronic Kidney Disease Study; Lifelines Cohort Study; Million Veteran Program VA Target genes, variants, tissues and transcriptional pathways influencing human serum urate levels. Nat Genet. 2019;51:1459–1474. doi: 10.1038/s41588-019-0504-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Gosling AL, Boocock J, Dalbeth N, Harré Hindmarsh J, Stamp LK, Stahl EA, Choi HK, Matisoo-Smith EA, Merriman TR. Mitochondrial genetic variation and gout in Māori and Pacific people living in Aotearoa New Zealand. Ann Rheum Dis. 2018;77:571–578. doi: 10.1136/annrheumdis-2017-212416 [DOI] [PubMed] [Google Scholar]