Temporal profiles of blood pressure, circulating nitric oxide, and adrenomedullin as predictors of clinical outcome in acute ischemic stroke patients

Abstract

Stroke remains an important health and social challenge. The present study investigated whether blood pressure (BP) parameters and circulating levels of nitric oxide metabolites (NOx) and adrenomedullin (AM) may predict clinical outcomes of stroke. Patients (n=76) diagnosed with acute ischemic stroke were admitted to the stroke unit and clinical history data and monitored parameters were recorded. Blood plasma was collected at days 1, 2, and 7 to measure NOx and AM levels. Infarct volume, neurological severity [on the National Institutes of Health Stroke Scale (NIHSS)], and functional prognosis (on the Rankin scale) were measured as clinical outcomes. Patients with higher BP had more severe symptoms (NIHSS >3; P<0.01) and BP variability predicted neurological severity and growth of infarct volume. NOx values were significantly lower in stroke patients than in healthy controls (P<0.01). An increase in NOx levels from day 1 to day 2 was beneficial for the patients as measured by NIHSS at 7 days and 3 months, and by Rankin at 3 months [odds ratio (OR), 0.91] whereas a steep increase from day 2 to day 7 was detrimental and associated with an increase in infarct volume (OR, 35.3). AM levels were significantly higher in patients at day 1 and 2 than in healthy individuals (P<0.01) and these levels returned to normal at day 7. Patients with high AM levels at day 2 had significantly higher NIHSS scores measured at day 1 (P<0.05) and 7 (P<0.01). A receiving operating characteristic curve analysis identified that AM levels at day 2 of >522.13 pg/ml predicted increased neurological severity at day 7 (area under the curve=0.721). Multivariate logistic regression indicated that AM levels at day 2 predicted increased neurological severity at 7 days and at 3 months. BP parameters and changing levels for NOx and AM predicted long-term clinical outcomes as measured by infarct volume, neurological severity scale, and functional prognosis.

Introduction

A stroke or cerebrovascular accident occurs when an area of the brain is suddenly deprived of blood flow. This may be due to the occlusion of a blood vessel (ischemic stroke) accounting for ~80% of all strokes, or to a local intracranial hemorrhage (hemorrhagic stroke). The lack of nutrients and oxygen alters the metabolism of the affected neurons and glial cells and results in the appearance of neurological symptoms and signs that may become irreversible, depending on the time prior to circulation being re-established (1,2). Stroke constitutes a important health and social problem; according to the World Health Organization, ~15 million people suffer a stroke every year and, of these, 5 million are fatal and 5 million result in permanent incapacitation (3). Recent data suggests that up to 85% of all strokes may be preventable using medical intervention and lifestyle modifications (4), however, urgent care is required at emergency stroke units.

A search for biomarkers that may predict clinical outcomes in stroke patients is ongoing (5,6). As stroke is a vascular disease, vasoactive substances are particularly notable. Thus, the present study investigated nitric oxide (NO) and adrenomedullin (AM). NO is a gaseous free radical that is synthesized from L-arginine by nitric oxide synthases (NOS). NO may exert opposite functions in the central nervous system depending on its concentration, site of production, and the NOS isoform that produces it. Low concentrations produced by endothelial NOS are often beneficial and contribute to local vasodilatation. However, large concentrations of NO, such as those produced by the inducible NOS isoform result in the excessive generation of free radicals and the destruction of biological molecules, including proteins, lipids, and nucleic acids (7–9). It has been demonstrated that NO production increases under hypoxia (10), a common situation in tissues affected by stroke. In periods of ischemia, NO production is reduced due to oxygen deficiency, however, immediately following reperfusion, synthesis of this molecule is triggered by activation of neuronal and endothelial NOS. A number of hours later, NO concentration increases again due to the activation of the inducible NOS isoform (11). Thus, modulators of NO may provide neuroprotection following neurovascular accidents. NO donors markedly reduce infarction volume in experimental models (12,13). Recently, circulating NO levels have been proposed as a biomarker to predict mortality in ischemic stroke patients (14). However, as NO is a free radical with a short half life, only its chemical products, nitrate/nitrite and S-nitroso compounds (NOx) are measurable in clinical samples (7).

AM is a vasodilatatory peptide produced by numerous areas of the central nervous system (15) and peripheral tissues (16). As with NO, AM expression is also upregulated under hypoxia via activation of the hypoxia inducible factor-1 pathway (17) and it has been demonstrated to increase following ischemic insults to the brain (18–20). Previous studies in mice lacking AM expression suggest that this peptide is neuroprotective in the context of stroke, and may exert its effects via regulation of inducible NOS, matrix metalloproteinases, and inflammatory mediators (21).

The present study aimed to perform a longitudinal follow-up of stroke patients measuring blood pressure, NO, and AM levels and investigating whether these values may be predictive of clinical parameters, including infarct volume growth, neurological severity, or functional prognosis.

Materials and methods

Ethical issues

All procedures were approved by the local review board (Comité Ético de Investigación Clínica de La Rioja, Logroño, Spain) and all described procedures adhere to the tenets of the Declaration of Helsinki.

Patients

The present study was designed as a prospective, observational, and longitudinal clinical study with patients diagnosed with acute ischemic stroke at the Neurology Service of the Hospital San Pedro (Logroño, Spain) from October 2014 to April 2015. Consecutive patients (n=76) fulfilling inclusion criteria signed the written informed consent documents and were recruited into the current study. Inclusion criteria required patients to be suffering from acute ischemic stroke demonstrated by magnetic resonance imaging (MRI), and an evolution of <24 h. Exclusion criteria were the same used for the hospital's stroke unit and were as follows: Contraindications for performing MRI; age, <18 years; dementia; previous stroke within 3 months; cranial traumatism; central nervous system infection; cardiac insufficiency; renal failure; sepsis; active neoplasia; active inflammatory or autoimmune disease; pregnant or lactating women; and patients who would not be able to complete proper follow-up.

In this time period, 140 patients were diagnosed and treated at the stroke unit. Of these, 127 were suspected of suffering ischemic stroke and 120 arrived within 24 h of the first symptoms. A total of 29 patients were excluded from the present study due to fulfilling at least one of the exclusion criteria and 15 additional patients were excluded following performing MRI as the ischemic lesion could not be confirmed. Finally, 76 patients were included in the study and all required data was collected for 70 of them.

Variables of the present study

Patients received standard care following the approved protocols of the stroke unit. General characteristics of the patient were collected as part of the clinical history (including age, gender, risk factors, current medical treatment and previous functional situation). During their stay at the stroke unit, numerous parameters were continuously monitored, including electrocardiogram, systolic arterial pressure (SAP) and diastolic arterial pressure (DAP), temperature, and hypoxemia. Neurological severity was measured with the National Institutes of Health Stroke Scale (NIHSS) (22) at 0, 24 h, 7 days, and 3 months. Functional prognosis was also evaluated with the Rankin scale at 3 months (23). In addition, blood plasma samples were taken on day 1, day 2, and day 7 to quantify circulating levels of NO and AM. Infarct volume evolution was established by comparing the images captured by MRI on day 1 and at day 7 with a 3 Tesla instrument (Discovery MR 750w; GE Healthcare Life Sciences, Chalfont, UK).

Determination of NOx levels

NO production was indirectly quantified by determining NOx, using an ozone chemiluminescence-based assay adapted to plasma samples (24). Briefly, plasma samples were deproteinized with 0.8 N NaOH and 16% ZnSO₄ solutions (1/0.5/0.5, v/v/v; Sigma-Aldrich, Madrid, Spain). Following centrifugation at 10,000 × g for 5 min at room temperature, the resulting supernatants were removed for chemiluminescence analysis in a NO analyzer (NOA™ 280i; GE Analytical Instruments, Boulder, CO). NOx concentration was calculated by comparison with standard solutions of sodium nitrate. Final NOx values were expressed in µM.

Determination of AM levels

The concentration of AM present in blood plasma was determined using a commercially available radioimmunoassay (RIA) kit (Phoenix Europe GmbH, Karlsruhe, Germany). Samples (1 ml) were initially diluted in an equal volume of 0.1% alkali-treated casein in phosphate-buffered saline at pH 7.4, and applied to pre-washed reverse-phase Sep-Pak C-18 cartridges (Waters Corporation, Milford, MA, USA) to remove the AM-binding protein, complement factor H. The peptide fraction was eluted from the C-18 matrix with 3 ml 80% isopropanol containing 0.125 N HCl and freeze-dried overnight, as previously described (25). AM levels contained in lyophilized extracts were then determined by RIA following the manufacturer's protocols.

Statistical analysis

All statistical analyses were performed using the SPSS version 21 software package (IBM SPSS, Armonk, NY, USA). A descriptive analysis of all variables was performed and categorical variables were expressed as absolute and relative frequencies. Continuous variables were defined by their mean and standard deviation (SD) when their distribution was normal (as tested by the Shapiro-Wilk test) or as the median and interquartile range when the distribution was not normal. Univariate analyses were performed with Pearson's χ² test, modified by Fisher's exact test, or in the case of continuous variables with Student's t-test or analysis of variance. When samples did not follow a normal distribution, non-parametric tests, including Kruskal Wallis followed by Mann-Whitney's U test were performed. Parameters that were marked as significant in univariate analysis entered multivariate binary logistic regression to investigate independent effects. A receiving operating characteristic (ROC) analysis was performed to assess the potential predictive value of binary classifier systems. P<0.05 was considered to indicate a statistically significant difference.

Results

Clinical characteristics of patients

The clinical sample included 76 stroke patients, 33 women (43.4%) and 43 men (56.6%), with a mean age of 73.3±12.3 years (Table I). Age-matched healthy controls were 5 women (35.7%) and 9 men (64.3%) with a mean age of 73.4±12.2 years. Certain patients had been exposed to relevant risk factors, including arterial hypertension, dyslipidemia, diabetes, atrial fibrillation, ischemic cardiopathy, or a previous stroke (Table I). A marked proportion of these patients had been treated with antiaggregants, anticoagulants, antihypertensives, and statins (Table I). Following completion of the etiological profile, ~1/3 of the patients were diagnosed with atherothrombotic stroke, another third with cardioembolic stroke, and 14.5% with lacunar stroke (Table I). The median NIHSS taken at admission was 3, with a median infarct volume of 3.8 cm³ (Table I). Intracranial or extracranial occlusion of a large vessel was demonstrated in 17 patients (22.3%).

Table I.

Clinical characteristics of the 76 patients included in the present study.

Clinical characteristic	Total
Age, mean ± SD	73.31±12.33
Gender (M)	43 (56.6%)
Risk factors
Arterial hypertension	53 (69.7%)
Diabetes mellitus	24 (31.6%)
Dyslipidemia	38 (50%)
Ischemic cardiopathy	9 (11.8%)
Atrial fibrillation	16 (21,1%)
Previous stroke	14 (18.5%)
Previous treatment
Antiagreggants	25 (32.9%)
Anticoagulants	10 (13.2%)
Antihypertensives	54 (71.1%)
Statins	30 (39.5%)
Previous Rankin
0–1	67 (88.2 %)
2	6 (7.9 %)
3	3 (3.9 %)
Basal NIHSS, median (Q1-Q3)	3 (2–11)
Temperature at ER (°C), mean ± SD	36.1±0.4
Glycemia at ER (mg/dl), mean ± SD	124.9±37.4
SAP at ER (mm Hg), mean ± SD	160.1±30.0
DAP at ER (mm Hg), mean ± SD	84.8±18.7
TOAST
Atherothrombotic	25 (32.9%)
Cardioembolism	27 (35.5%)
Lacunar	11 (14.5%)
Other	13 (17.1%)
Basal infarct volume (cm3), median (Q1-Q3)	3.8 (0.9–17.2)
Time from symptoms to MRI (min), median (Q1-Q3)	960 (540–1260)
Basal AM (pg/ml), median (Q1-Q3)	488.7 (411.5–631.6)
Basal NOx (µM), median (Q1-Q3)	9.26 (6.88–14.34)

SD, standard deviation; NIHSS, National Institutes of Health Stroke Scale; ER, emergency room; SAP, systolic blood pressure; DAP, diastolic blood pressure; TOAST, Trial of Org 10172 in Acute Stroke Treatment; MRI, magnetic resonance imaging; AM, adrenomedullin ; NOx, nitric oxide metabolites.

Blood pressure variability was associated with neurological severity and infarct volume growth

At admission in the emergency room (ER), mean values for SAP and DAP were 160.1±30.0 mmHg and 84.8±18.7 mmHg, respectively (Table I). Hypertension was observed at the admission of 59 (77.6%) patients. Women exhibited significantly higher SAP values than men at admission (P=0.04), and on day 1 (P=0.008) and day 2 (P=0.003) of treatment; however, this difference was corrected by day 3. No significant differences by gender were observed for DAP (Fig. 1A). Patients with a history of hypertension exhibited significantly higher SAP values, as compared with normotensive patients at admission (P=0.03), and on days 1 (P=0.004) and 2 (P=0.002) of treatment (Fig. 1B). DAP values were similar independently of hypertension history. There was a significant reduction in SAP and DAP (P<0.001), during the first day of treatment, and a further reduction in SAP (P<0.05) from day 1 to day 2 (Fig. 1C). When comparing blood pressure and neurological severity measured by the NIHSS at 24 h, patients with more severe symptoms (NIHSS >3) had significantly higher SAP (Fig. 1D; ER, P=0.002; day 1, P=0.014; and day 2, P=0.005) and DAP (data not shown) until day 2, with this trend reversing at day 3 (Fig. 1D; P=0.009), as compared with patients with less severe symptoms (NIHSS ≤3).

Figure 1.

Evolution of BP parameters during the stay at the stroke unit and association with the NIHSS. SAP and DAP were measured at the ER and during the next 3 days. (A) Women had significantly higher SAP than men. ^*P<0.05 and ^**P<0.01 vs. the data from male patients. (B) At admission and at day 1 and 2, SAP was higher in patients with a history of hypertension. (C) SAP and DAP were reduced over time due to the stroke unit care. (D) There was a direct association between higher SAP and higher neurological severity measured at 24 h. Bars represent the mean ± standard deviation. ^*P<0.05; ^**P<0.01; ^***P<0.001. BP, blood pressure; NIHSS, National Institutes of Health Stroke Scale; SAP, systolic arterial pressure; DAP, diastolic arterial pressure; ER, emergency room; D1, day 1; D2, day 2; D3, day 3.

Variability in blood pressure (BP) values has been proposed as a possible cause of brain deterioration in ischemic stroke patients (26). This variability is established by measuring the SD, the successive variation, and the coefficient of variation of either the SAP or the DAP. Notably, almost all variability parameters were significantly higher in women when compared with men (Table II). This higher variability was also observed in patients with increased neurological severity as measured by the NIHSS at 24 h and at 7 days (Table II). In addition, patients whose infarct volume grew during the first 7 days had significantly higher BP variability than those whose infarct volume did not grow (Table II). There was no association between the variability in BP during the stay of the patients in the stroke unit and their performance at 3 months, measured by either the NIHSS or the Rankin scale (data not shown).

Table II.

Variability of BP compared with gender, NIHSS at 24 h and 7 days, and with infarct volume growth.

A, BP variability vs. gender
Variability	Men	Women	P
SAP-SD	12.5 (10.1–14.56)	14.6 (12.3–18.9)	0.003
SAP-SV	13.1 (11.9–15.3)	17.2 (12.9–20)	0.020
SAP-CV	9.3 (7.4–11.1)	9.8 (7.9–13.8)	0.090
DAP-SD	8.4 (7.3–10)	9.8 (8.1–12.3)	0.030
DAP-SV	10.9 (8.5–13)	12.5 (10–15.8)	0.030
DAP-CV	9.2 (6.7–14.4)	14.3 (10.7–17.8)	0.003

B, BP variability vs. NIHSS at 24 h
Variability	NIHSS≤3	NIHSS>3	P
SAP-SD	12.5 (10.4–15.4)	14.4 (12–19.3)	0.001
SAP-SV	13.3 (10.4–15.4)	16.7 (13–20.9)	0.001
SAP-CV	9.1 (7.2–11.2)	9.9 (8–13.7)	0.200
DAP-SD	8.3 (7.2–10.5)	9.8 (8.4–12.7)	0.014
DAP-SV	9.7 (8–12.4)	12 (10.7–15.6)	0.003
DAP-CV	11.1 (7–14.5)	12.6 (8.1–16.2)	0.210

C, BP variability vs. NIHSS at 7 days
Variability	NIHSS≤3	NIHSS>3	P
SAP-SD	12.6 (9.9–16)	13.7 (12.5–19.4)	0.020
SAP-SV	13.1 (10.8–18)	15.6 (13.3–22)	0.012
SAP-CV	9.3 (7.2–11.8)	9.9 (8.4–12)	0.300
DAP-SD	8.4 (7.3–10.6)	10.1 (8.3–11.9)	0.017
DAP-SV	10.6 (8.2–12)	12.5 (9.9–16)	0.013
DAP-CV	11.7 (7.8–14.4)	12.6 (8.1–16.2)	0.360

D, BP variability vs. infarct volume growth
Variability	No growth	Growth	P
SAP-SD	12.6 (10.4–15.8)	14.2 (12.3–21.1)	0.020
SAP-SV	13.8 (12.3–16.8)	16.3 (12.3–22.9)	0.100
SAP-CV	8.9 (7.3–10.7)	10.7 (9–14)	0.020
DAP-SD	8.3 (7.5–9.9)	11 (8.5–12.6)	0.006
DAP-SV	10.6 (8.5–12)	13.3 (10.4–16.3)	0.004
DAP-CV	11.2 (6.9–14.3)	14.2 (9–17.6)	0.050

Statistically significant P-values are represented in bold. BP, blood pressure; NIHSS, National Institutes of Health Stroke Scale; SAP, systolic arterial pressure; DAP, diastolic arterial pressure; SD, standard deviation; SV, successive variation; CV, coefficient of variation.

NOx levels were significantly lower in stroke patients compared with healthy controls at day 1 and 2

In healthy control subjects, NOx levels were 15.3 µM (12.1–17.9). These levels were significantly higher in women than in men (P=0.02; data not shown). In stroke patients, NOx levels measured on day 1 and day 2 of their hospital stay were significantly lower (P=0.008) than those obtained in healthy subjects. At day 7, NOx levels were significantly higher than at day 1 (P<0.001) and day 2 (P<0.01), but indistinguishable from healthy controls (Fig. 2A). In stroke patients, no differences were observed with gender.

Figure 2.

Evolution of NOx levels and their association with NIHSS and blood pressure. (A) The amount of circulating NOx was measured in healthy controls and stroke patients at days 1, 2, and 7. (B) Patients with higher NOx levels measured at day 2 had a lower NIHSS score at day 1. (C) When NOx data were divided in tertiles, patients in the third (highest) tertile had lower DAP at day 2 and 3. (D) Also, patients with higher SAP (third tertile) at admission had the lowest levels of circulating NOx. Bars represent the mean ± standard deviation for DAP and the median ± interquartile range for NO. ^*P<0.05; ^**P<0.01; ^***P<0.001. NIHSS, National Institutes of Health Stroke Scale; NO, nitric oxide; NOx, nitrate/nitrite and S-nitroso compounds; DAP, diastolic arterial pressure; SAP, systolic arterial pressure; C, control; T1, tertile 1; T2, tertile 2; T3, tertile 3.

When NOx levels were compared with neurological severity, it was observed that patients with an NIHSS ≤3 at day 1 had significantly higher values of NOx on day 2 (Fig. 2B; P=0.02). There was also an association with BP parameters. Patients in the third tertile of NOx levels at day 1 had a significantly lower DAP on days 2 (P=0.009) and 3 (P=0.02; Fig. 2C). Patients in the third tertile of SAP at admission had significantly lower (P=0.01) NOx levels than other patients in the second and first tertile (Fig. 2D).

AM levels were significantly higher than in healthy controls at day 1 and 2

Healthy control volunteers had a median AM value of 389.7 pg/ml (343.9–475.9). No differences were observed for either gender or age groups. In stroke patients, AM levels were significantly higher than in healthy controls at day 1 (P=0.003) and 2 (P=0.005), however, these values were indistinguishable from controls at day 7 (Fig. 3A). Among patients, women had significantly higher AM levels than men (P=0.02; data not shown). Notably, patients that had undergone treatment with antiaggregants or statins previous to the stroke had significantly lower levels of AM as measured at day 2 (P=0.04 and P=0.001, respectively; data not shown). Patients with a history of hypertension had similar levels of AM to the other stroke patients, however, their AM concentration decline from day 1 to 7 was significantly steeper than in other patients (P=0.005; data not shown).

Figure 3.

Evolution of AM levels and their association with NIHSS. (A) The amount of circulating AM was measured in healthy controls and stroke patients at days 1, 2, and 7. Patients with higher AM levels had a higher NIHSS score measured either at (B) 24 h or at (C) 7 days. (D) A receiving operating characteristic analysis for AM predicted NIHSS at 7 days with an area under the curve of 0.721, a sensitivity of 70%, and a specificity of 60%. Bars represent the median ± interquartile range. ^*P<0.05; ^**P<0.01; ^***P<0.001. AM, adrenomedullin; NIHSS, National Institutes of Health Stroke Scale.

There was no association between AM levels and neurological severity as measured using the NIHSS at admission. However, patients with a high NIHSS score (>3) at day 1 had significantly higher AM levels at day 2 (Fig. 3B; P=0.014). A similar association was observed with NIHSS values measured at day 7 and AM values obtained on day 1 and day 2 of treatment (Fig. 3C; P=0.012 and P=0.002, respectively). These data suggested that AM levels measured on day 2 may predict neurological severity at day 7. To investigate this hypothesis, a ROC curve analysis was performed and it was demonstrated that the optimal threshold for AM levels was 522.13 pg/ml. This value renders an area under the curve of 0.721 (95% confidence interval, 0.590–0.852), a sensitivity of 70%, and a specificity of 60% (Fig. 3D).

Previous treatment with antihypertensives and antiaggregants was protective against infarct volume growth

Infarct volume growth was defined as the difference between the infarct volume measured by MRI at day 7 and the initial volume measured on day 1 of treatment. Patients were classified as having infarct volume growth when they exhibited a ≥20% increase, 26 patients (37.1%) experienced such growth while 44 (62.9%) did not. Demographic, clinical, and analytical characteristics of the patients were examined to investigate whether any had predictive value over the potential infarct volume growth as measured at day 7 (Table III). Notably, among the reported risk factors, only a previous treatment with antihypertensives or antiaggregants resulted in a clear protection against infarct volume growth (P=0.04 and P=0.01, respectively). There was a linear association between NIHSS scores (>3), either at admission or at 24 h, and volume growth. There was also an association with elevated diastolic blood pressure but not with the systolic component. In addition, patients with occlusion of a large vessel were more likely to experience infarct growth (P=0.02). The association with NOx was notable as there was no association with specific NOx levels but with the increment in NOx concentration from day 1 to 7 (P=0.03). No association was observed with AM levels.

Table III.

Univariate analysis of potential predictors of infarct volume growth.

Paramete	Growth		P-value
	No	Yes
All patients (n=70)	44 (62.9%)	26 (37.1%)
Gender (men)	28 (71.8%)	11 (28.2%)	0.080
Age	74.79±10,13	70.92±14.71	0.170
Hypertension	29 (61.7%)	18 (38.3%)	0.700
Diabetes	16 (76.2%)	5 (23.8%)	0.100
Dyslipidemia	23 (67.6%)	11 (32.4%)	0.410
Ischemic cardiopathy	6 (75.0%)	2 (25.0%)	0.430
Atrial fibrillation	8 (47.1%)	9 (52.9%)	0.410
Previous stroke	10 (76.9%)	3 (23.1%)	0.220
Previous treatments
Antihypertensives	34 (70.8%)	14 (29.2%)	0.040
Statins	20 (71.4%)	8 (28.6%)	0.200
Antiaggregants	19 (82.6%)	5 (14.4%)	0.010
Anticoagulants	5 (55.6%)	4 (44.4%)	0.600
Basal NIHSS	2 (1–5)	6 (2–11)	0.007
24 h NIHSS	1 (0–3)	4 (1–5)	0.003
Basal glycemia (mg/dl)	105.18±38.15	110.42±29.34	0.050
72 h glycemia	116.05±34.12	113.06±26.33	0.620
Hyperthermia	7 (43.8%)	9 (56.3%)	0.070
SAP at ER	157.2±25.5	167±36.0	0.200
DAP at ER	81.3±15.2	91.5±22.3	0.046
TOAST			0.710
Atherothrombotic	17 (70.8%)	7 (29.2%)
Cardioembolic	15 (62.5%)	9 (34.5%)
Lacunar	5 (50.0%)	5 (50.0%)
Other strokes	7 (58.3%)	5 (41.7%)
Large vessel occlusion	5 (35.7%)	9 (64.3%)	0.020
Basal infarct vol. (cm3)	2.8 (0.6–0.5)	3.9 (1.1–28.2)	0.050
Day 1 NOx (µM)	9.3 (8–14.6)	9.1 (5.9–14.4)	0.300
Day 2 NOx	10.6 (7.6–13.6)	9.9 (6.9–14)	0.300
NOx increase (day 7-day 1)	5 (1.9–12.2)	1.2 (0–7.6)	0.030
Day 1 AM (pg/ml)	497.8 (442–647.4)	565.9 (403.5–637.6)	0.610
Day 2 AM	428.5 (355.6–571.4)	440.8 (352.6–708.3)	0.520
AM increase (day 7-day 1)	−125.6 (−216.8–(−)34.9)	−151.9 (−228.6–(−)30)	0.700

Statistically significant P-values are represented in bold font. NIHSS, National Institutes of Health Stroke Scale; SAP, systolic arterial pressure; ER, emergency room; DAP, diastolic arterial pressure; TOAST, Trial of Org 10172 in Acute Stroke Treatment; NOx, nitrate/nitrite and S-nitroso compounds; AM, adrenomedullin; SD, standard deviation; SV, successive variation; CV, coefficient of variation.

Multiparametric analysis predicted male gender and increase in NOx levels from day 1 to day 2 improved prognosis

Subsequent to conducting univariate analysis, multivariate logistic regressions were performed to identify independent predictors of clinical outcomes. These outcomes were the growth of the infarct volume (day 7 - day 1), the NIHSS scores measured at day 7 and at 3 months after the onset of the condition, and the Rankin scale, also measured at 3 months (Table IV). As predictors of infarct volume growth it was demonstrated that pretreatment with antiaggregant therapeutic agents protects patients, whereas a high NIHSS score taken at 24 h, the confirmation of the occlusion of a large vessel, and the steep increase on NOx levels provide a poorer prognosis. For neurological severity measured at day 7, it was observed that male gender and the increase in NOx levels from day 1 to day 2 are protective, whereas a high NIHSS score taken at 24 h, confirmation of the occlusion of a large vessel, and the increase of AM levels from day 1 to day 2 are markers of a poorer prognosis. For the neurological severity measured at 3 months the increase in NOx levels from day 1 to day 2 is a positive marker for improved recovery, whereas a high NIHSS score at 24 h and increased AM levels are negative predictors. As measured by functional prognosis at 3 months, male gender and a high increase in NOx levels from day 1 to day 2 are reliable predictors for a good prognosis (Table IV).

Table IV.

Multiparametric analysis (multivariate logistic regression) identifying independent predictors for each of the clinically meaningful parameters.

Parameter	OR	95% CI	P-value
Infarct volume growth
Antiaggregants	0.12	0.019–0.799	0.030
24 h NIHSS	7.50	1.01–56.07	0.040
Large vessel occlusion	9.36	1.23–71.11	0.030
NOx increase (day 7-day 2)	35.3	2.8–439.6	0.006
Neurological severity (NIHSS) at 7 days
Gender (male)	0.02	0.003–0.25	0.002
NOx increase (day 2-day 1)	0.92	0.85–0.99	0.040
AM (day 2)	8.07	1.45–44.7	0.020
24 h NIHSS	8.37	1.62–43.1	0.010
Large vessel occlusion	80.43	5.38–120.38	0.001
Neurological severity (NIHSS) at 3 months
NOx increase (day 2-day 1)	0.90	0.82–0.99	0.030
24 h NIHSS	4.90	1.14–20.83	0.030
AM increase (day 2-day 1)	5.46	1.25–23.94	0.020
Functional prognosis (Rankin) at 3 months
Gender (male)	0.10	0.017–0.59	0.030
NOx increase (day 2-day 1)	0.91	0.84–0.99	0.040

OR, odds ratio; CI, confidence interval; NIHSS, National Institutes of Health Stroke Scale; NOx, nitrate/nitrite and S-nitroso compounds; AM, adrenomedullin.

Discussion

The present study has identified that different parameters associated with blood pressure and circulating levels of NOx and AM may act as predictors of clinical outcome in acute ischemic stroke patients.

Previous treatments and infarct volume growth

It was observed in the present study that patients that had been treated with either antihypertensive or platelet antiaggregant therapeutic agents prior to stroke onset were protected against the growth of the infarct volume. It has been demonstrated that in-hospital treatment with these therapeutic agents may explain the decrease in mortality from ischemic stroke (27), and that taking these therapeutic agents prior to stroke onset may have a marked positive prognosis (28,29). Data from the present study confirms these previous observations.

BP

In the patients investigated in the present study, women had a higher SAP than men at admission. This gender bias has been widely reported, despite men and women having similar risk factors (30). This difference between genders and the commonly high values in BP were progressively controlled during day 1 and 2 of stay in the stroke unit. The success of stroke units is a consequence of the control of all physiological factors that may influence the evolution of the ischemic lesion, referred to as non-pharmacological neuroprotection (31), which includes monitoring BP. Patients with higher BP presented higher values of neurological severity measured at 24 h, suggesting that lowering BP may be a good strategy to reduce brain injury. However, the scientific literature is divided on this issue. The majority of observational studies associate high BP with poor clinical outcomes (32,33). By contrast, other reports show improved clinical evolution with higher BP levels (34), and low values of BP have been also associated with a poor prognosis and higher mortality (35). A previous study has suggested that a U-shaped association may be present, with high BP values inducing brain edema and hemorrhagic transformation and low BP values contributing to the transformation of the penumbra into infarcted area (36). Previous interventional studies using antihypertensive therapeutic agents suggest that reducing BP during the acute phase is safe and may reduce mortality at 3 months (37,38), whereas other previous studies have demonstrated either no benefit (39) or a small increase in early adverse events (40). A recent review, which combines data from 26 articles and 17,011 patients, concluded that there is no evidence that reducing BP during the acute phase of the stroke may save lives or reduce disability (41).

However, the variability of DAP and SAP values during the acute phase may provide more information. In the present study, an increased BP variability was observed in women, in patients with higher NIHSS scores, and in patients where infarct volume growth was reported. This is in agreement with previous reports where BP variability has been associated with poor clinical outcome (26,42,43).

NOx

The present study has demonstrated that peripheral concentrations of NOx in stroke patients are lower than in the healthy control population. Previous studies disagree on whether peripheral NOx increases or decreases following stroke. Certain previous studies agree with the results from the present study indicating lower NOx levels in patients (44,45), whereas other studies have described elevated levels compared with healthy controls (46,47). This discrepancy may be due to different methods of measuring NOx or to variations in the L-arginine pathway, as a result of endothelial dysfunction, leading to elevated levels of symmetric and asymmetric dimethylarginine. These metabolites are elevated in stroke patients and result in reduced production of NO (48). Depending on the quantity of these metabolites, the final levels of NOx in the blood may vary. In addition, the potential contributions of NOS-independent sources of NO must be considered (49). In the patients investigated in the current study, during the first week of the follow-up period, NOx levels returned to normal, suggesting a progressive recovery of homeostasis. This elevation of NOx levels post-stroke is in agreement with previous studies (14).

The present study demonstrated that elevations of NOx levels may be beneficial or detrimental for the patient, depending on when they occur. Elevation of NOx from day 1 to day 2 was demonstrated to be protective and it predicted a positive outcome at 7 days and 3 months, for neurological recovery and functional dexterity. However, an elevation of NOx from day 2 to day 7 predicted growth of the infarct volume. This dual behavior may be associated with the type of NOS isoform that is activated. The initial elevation of NOx production may be associated with the endothelial NOS, an isoform that has been demonstrated to be neuroprotective via exerting an effect on vasodilatation, inhibition of platelet aggregation, and induction of angiogenesis (50). The elevation occurring from day 2 to 7 may be more associated with the activation of the inducible NOS isoform, the activity of which is initiated at ~12 h after ischemic onset and continues for up to 8 days later (51). This isoform is considered damaging to the surrounding tissue due to the unregulated large quantities of NO produced (7).

As expected, an inverse association between NOx levels and BP was observed, confirming the vasodilatatory effect of NO in a clinical setting, as has been thoroughly reported in experimental models (7,9).

AM

The present study observed that stroke patients had significantly higher values of plasma AM than healthy individuals, this is in agreement with previous literature (20,52). By day 7, AM levels returned to normal, suggesting a progressive resolution of the pathology. A high AM level at day 2 or an increase in AM levels from day 1 to day 2 was associated with increased neurological severity at day 7 and at 3 months after the stroke. This was confirmed with a ROC curve analysis, where high AM values predicted a poorer outcome. A previous study has demonstrated that the AM level in the blood of ischemic stroke patients may be also predictive of 3-month mortality and unfavorable outcomes (52), suggesting AM is a negative predictor of clinical performance.

In experimental animals, it has been identified that eliminating AM from the central nervous system results in larger infarcts following acute ischemic stroke (21) and that injecting AM reduces infarct volume (53). These studies indicated the neuroprotective effects of AM are due to its vasodilatatory, pro-angiogenic, and anti-apoptotic effects. However, another previous study indicated intracerebroventricular injection of AM resulted in an increase of ischemic injury (54). This detrimental effect of AM may be mediated by its modulatory action on the immune system (55), which is important for stroke resolution (56). Overexpression of AM has been detected in leukocytes of stroke patients and this higher expression is associated with stroke severity (57). The clinical observations suggest that, during human stroke, AM levels may be a consequence of stroke severity, despite the neuroprotective effects of AM on the infarcted tissue.

The current study observed that patients taking antiaggregants or statins prior to stroke onset had lower levels of AM measured at day 2. Statins are well known for reducing cholesterol levels, however, they also exert pleiotropic actions, including antioxidative and cellular protective effects. These characteristics suggest that statins may provide novel therapeutic approaches for various neurological disorders, including stroke (58). There is little information regarding the association between AM and statins. Using AM heterozygous knockout mice, Yamamoto et al (59) demonstrated that statins significantly inhibited fibrosis and apoptosis while inducing angiogenesis in a model of heart fibrosis. The underlying mechanism for the protective action of statins in stroke may include a reduction of AM levels.

In conclusion, BP variability and temporal profiles of NOx and AM levels have been demonstrated as predictors of clinical outcomes in stroke patients, as measured by infarct volume growth, neurological NIHSS scales at 7 days and 3 months, and functional prognosis at 3 months. Development of rapid tests for evaluating NO and AM levels may be useful for predicting patient outcome, for developing personalized therapeutic strategies, and for stratifying stroke patients in clinical trials.

Abbreviations

AM

adrenomedullin

BP

blood pressure

CV

coefficient of variation

DAP

diastolic blood pressure

MRI

magnetic resonance imaging

NO

nitric oxide

NOS

NO synthase

NOx

nitrate/nitrite and S-nitroso compounds

ROC

receiving operating characteristic

SAP

systolic arterial pressure

SD

standard deviation

SV

successive variation