Patient selection
We prospectively recruited patients who had suffered symptomatic spontaneous ICH for brain MRI and 11C-Pittsburgh compound B (PiB) PET scans at NTUH between September 2014 and October 2022 (Fig.1)11,12. We excluded patients with potential causes of secondary hemorrhage, including trauma, structural or vascular lesions, brain tumors, severe coagulopathy due to systemic disease or medication, or patients who suffered ischemic stroke with hemorrhagic transformation. Patients were excluded if they could not tolerate imaging studies, including patients with a poor ability to cooperate, hemodynamic instability, or an implanted cardiac pacemaker. A total of 151 patients with ICH fulfilling the enrollment criteria agreed to participate in this study and received brain MRI and PiB PET scans (Fig.1). We excluded patients who did not have any lobar CMBs (n=45) or only had lobar CMBs adjacent to the previous hematoma (n=1). Patients for whom the imaging quality was suboptimal were also excluded (n=14). Thus, a final sample of 91 patients were included in this analysis (Fig.1). As previously described, patients with lobar ICH(s) involving the cerebral cortex and underlying white matter with strictly lobar CMBs and/or cSS were defined as having CAA (n=30) according to the Boston criteria 1.54,5, while patients were defined as having HA (n=61) if the ICH and CMBs were located in both the lobar and deep regions, as we previously proposed11,12. Baseline clinical data collection was performed by the investigators through a comprehensive review of medical records and interviewing each participant. The following clinical variables were systematically recorded for each patient: age, sex, presence of chronic hypertension (defined as clinical diagnosis of hypertension with more than 3months of prescription of anti-hypertensive agents), classes of anti-hypertensive medication, diabetes mellitus, hypercholesterolemia, history of ICH and ischemic stroke, and creatinine clearance value (represented by estimated glomerular filtration rate).
Flowchart of patient enrollment. Of the 151 survivors of spontaneous intracerebral hemorrhage (ICH) who agreed to participate in the study, we excluded patients without any lobar cerebral microbleeds (CMBs; n=45), patients for whom image quality was suboptimal (n=14), and patients with CMBs only close to the hematoma (n=1). In total, 30 patients with cerebral amyloid angiopathy (CAA)-related ICH (defined as strictly lobar ICH and/or CMBs) and 61 patients with non-CAA ICH (mixed deep and lobar ICH/CMBs) were included in the analysis.
Brain MRIs were obtained using a 3-Tesla scanner (Siemens Verio, TIM, or mMR, Siemens Medical Solutions, Malvern, PA, USA). The imaging protocols included T1-weighted imaging, T2-weighted imaging, fluid-attenuated inversion recovery imaging, susceptibility weighted imaging (SWI), diffusion-weighted imaging, apparent diffusion coefficient mapping, and 3D T1-weighted MPRAGE (Magnetization Prepared Rapid Acquisition Gradient Echo) imaging in 1-mm-slice thicknesses. CMBs were defined as lesions with homogeneous round signal loss and a diameter less than 10mm on SWI and were categorized as lobar or deep based on well-validated criteria13,14.
Each lobar CMB was first identified by reviewing SWI sequences. However, due to the limitations of SWI with respect to anatomical discrimination, lobar CMBs were further categorized as intracortical, juxtacortical, or subcortical based on their relative location to the cortex using the corresponding T1-weighted multiplanar reconstruction images, as shown in Fig.2. Intracortical CMBs were defined as CMBs completely located in the gray matter of the cortex (Fig.2A); juxtacortical CMBs were defined as CMBs located on the border of gray-white junctions (Fig.2B); subcortical CMBs were defined as lobar CMBs located in the white matter without reaching the cortex (Fig.2C). Strictly intracortical/juxtacortical lobar CMBs were defined as having no lobar CMB in the subcortical white matter. All MRI scans were independently rated by two investigators (P.-Y. K., 3-year reading experience and P.-T. C., 6-year reading experience) to determine the inter-rater reliability for the presence/absence of intracortical and subcortical CMBs. If there was disagreement between the two readers, the same investigators reached a consensus decision after discussion.
Categorization of lobar CMBs. The location of each lobar CMB was categorized using SWI and the corresponding 3D T1-weighted images. (A) Intracortical CMB: the lobar CMB is completely located in the gray matter of the cortex. (B) Juxtacortical CMB: the CMB is located on the border of a gray-white matter junction. (C) Subcortical CMB: the CMB is completely located in white matter. The borders of the cortex are outlined with dotted lines.
Other MRI markers related to cerebral SVD were evaluated based on the Standards for Reporting Vascular Changes on Neuroimaging criteria8,14,15. Briefly, the presence and number of CMBs and cortical superficial siderosis were evaluated on axial SWI sequences, as previously described13,16. The number of CMBs was calculated in the lobar (i.e., the frontal, temporal, parietal, occipital, and insular cortices) and deep regions (i.e., the brainstem, BG, thalamus, internal capsule, external capsule, corpus callosum, and deep periventricular white matter). Cerebellar CMBs were not evaluated in the current study. Lacunes were evaluated in the supratentorial region and defined as ovoid or round, subcortical, fluid-filled cavities ranging in diameter from 3 to 15mm17,18. WMH volume was calculated based on fluid-attenuated inversion recovery imaging using a semi-automated measure, as we previously described8,19. The volume estimates were performed in the ICH-free hemisphere and multiplied by two. MRI-visible perivascular spaces (PVS) were evaluated on T2-weighted imaging and defined as sharply delineated structures measuring<3mm following the course of perforating or medullary vessels20. The number of PVS were counted in the centrum semiovale (CSO) and basal ganglia (BG) on the side of the brain with more severe involvement. The severity of PVS was rated using a validated visual scale (0=none, 1=<10, 2=1120, 3=2140, and 4=>40)20,21. According to a previously proposed method, we pre-specified a dichotomized classification of high-degree (scale, 3 and 4) and low-degree (scale, 02) PVS20.
PiB was manufactured and handled at the PET center, NTUH, Taipei, Taiwan (specificity activity: 3919GBq/mol). All PET scanning was performed within 3months after acquisition of the MRI. Static PET/CT scans (discovery ST; GE Healthcare, Waukesha, WI) were acquired in three-dimensional mode for 30min starting 40min after the injection of 10mCi 11C-PiB. PET data were reconstructed with ordered set expectation maximization (five iterations; 32 subsets; post filter, 2.57) and corrected for attenuation. Each PiB PET image was realigned, resliced, and manually co-registered to a standardized CT template using PMOD software, as previously described8,15,19. The PET data were semi-quantitatively analyzed and expressed as the average mean standardized uptake value ratios (SUVRs) of the regions of interest using the cerebellar cortex as a reference region. The regions of interest in these spatially normalized images included the frontal, temporal, parietal, and occipital lobes, as defined in the Automated Anatomical Labeling Atlas. Areas of macrobleeds were manually excluded from the SUVR analyses, and the parameters in the specific regions of interest were determined using the ICH-free hemisphere.
Categorical variables are presented as percentages and continuous variables are presented as meanSD or median (interquartile range) based on their distribution. Baseline demographics, clinical, and neuroimaging variables were compared between patients with CAA and HA using the MannWhitney U-test for continuous variables and Fishers exact test for categorical variables. We built multivariable logistic regression models to search for independent associations between CAA/HA and the lobar CMB topography (strictly intracortical/juxtacortical CMBs or subcortical CMBs); model 1 was adjusted for age and sex and model 2 was adjusted for age, sex, and other SVD neuroimaging markers. Additionally, we used the Youden index to determine best cutoff values for the number of lobar CMBs in each category (intracortical, intracortical/juxtacortical, subcortical) to differentiate CAA and HA. The diagnostic value, including sensitivity, specificity, positive predictive value, negative predictive value and the area under curve (AUC), was determined.
To further confirm our hypothesis that CAA is more frequently associated with intracortical lobar CMB topography, we compared the global and regional PiB SUVRs between patients with and without intracortical CMBs and between patients with and without subcortical CMBs using the MannWhitney U-test. The correlations between amyloid retention and the numbers of intracortical or subcortical CMBs were investigated using Spearmans correlation and partial correlation analysis for age adjustment. All statistical analyses were performed using SPSS version 19 (IBM Corp., Armonk, NY, USA). All tests of significance were two-tailed with the threshold for significance defined as P<0.05.
This study was performed with the approval of the institutional review board (201903069RINB) of National Taiwan University Hospital (NTUH) and in accordance with their guidelines. Written informed consent was obtained from all patients or their families in this study.
- Hypertension: Practice Essentials, Background, Pathophysiology - Medscape Reference [Last Updated On: April 10th, 2018] [Originally Added On: April 10th, 2018]
- High blood pressure (hypertension) - Symptoms and causes ... [Last Updated On: May 18th, 2018] [Originally Added On: May 18th, 2018]
- 10 Causes of Hypertension - A Diet High In Salt Content [Last Updated On: June 21st, 2018] [Originally Added On: June 21st, 2018]
- Homeopathy Hypertension Remedies | High Blood Pressure ... [Last Updated On: July 5th, 2018] [Originally Added On: July 5th, 2018]
- European Society of Hypertension [Last Updated On: July 7th, 2018] [Originally Added On: July 7th, 2018]
- List of High Blood Pressure (Hypertension) Medications (259 ... [Last Updated On: July 26th, 2018] [Originally Added On: July 26th, 2018]
- Hypertension (High Blood Pressure) Charts, Symptoms, Diet ... [Last Updated On: September 2nd, 2018] [Originally Added On: September 2nd, 2018]
- Vitamin D and hypertension [Last Updated On: September 8th, 2018] [Originally Added On: September 8th, 2018]
- 2014 Guideline for Management of High Blood Pressure [Last Updated On: September 29th, 2018] [Originally Added On: September 29th, 2018]
- Essential hypertension - Wikipedia [Last Updated On: September 30th, 2018] [Originally Added On: September 30th, 2018]
- Hypertension Treatment & Drugs | Hypertension Causes ... [Last Updated On: September 30th, 2018] [Originally Added On: September 30th, 2018]
- Hypertension (High Blood Pressure) [Last Updated On: October 13th, 2018] [Originally Added On: October 13th, 2018]
- Hypotension - Wikipedia [Last Updated On: October 30th, 2018] [Originally Added On: October 30th, 2018]
- Hypertension | pathology | Britannica.com [Last Updated On: October 30th, 2018] [Originally Added On: October 30th, 2018]
- Hypertension | Cornell University College of Veterinary Medicine [Last Updated On: November 10th, 2018] [Originally Added On: November 10th, 2018]
- 2014 Guideline for Management of High Blood Pressure - JAMA [Last Updated On: November 18th, 2018] [Originally Added On: November 18th, 2018]
- Pharmacologic Treatment of Hypertension in Adults | Annals ... [Last Updated On: November 18th, 2018] [Originally Added On: November 18th, 2018]
- 10 Causes of Hypertension - High In Salt Consumption [Last Updated On: November 29th, 2018] [Originally Added On: November 29th, 2018]
- High blood pressure (hypertension) - Diagnosis and treatment ... [Last Updated On: November 29th, 2018] [Originally Added On: November 29th, 2018]
- High Blood Pressure Symptoms - Hypertension Symptoms [Last Updated On: December 9th, 2018] [Originally Added On: December 9th, 2018]
- Hypertension - Medscape Reference [Last Updated On: December 21st, 2018] [Originally Added On: December 21st, 2018]
- Hypertension - Lab Tests Online [Last Updated On: December 21st, 2018] [Originally Added On: December 21st, 2018]
- High Blood Pressure (Hypertension): Symptoms ... - OnHealth [Last Updated On: December 21st, 2018] [Originally Added On: December 21st, 2018]
- High Blood Pressure | Hypertension | MedlinePlus [Last Updated On: December 27th, 2018] [Originally Added On: December 27th, 2018]
- Hypertension - Wikipedia [Last Updated On: December 27th, 2018] [Originally Added On: December 27th, 2018]
- Hypertension: Causes and Risk Factors - verywellhealth.com [Last Updated On: January 1st, 2019] [Originally Added On: January 1st, 2019]
- Hypertension - Genetics Home Reference - NIH [Last Updated On: January 20th, 2019] [Originally Added On: January 20th, 2019]
- Hypertension: Nursing Care Management and Study Guide [Last Updated On: April 7th, 2019] [Originally Added On: April 7th, 2019]
- High blood pressure (hypertension) Disease Reference Guide ... [Last Updated On: April 7th, 2019] [Originally Added On: April 7th, 2019]
- Pulmonary hypertension - Symptoms and causes - Mayo Clinic [Last Updated On: September 14th, 2019] [Originally Added On: September 14th, 2019]
- Incident Hypertension Associated With Continuous NSAID Use in Ankylosing Spondylitis - Rheumatology Advisor [Last Updated On: October 12th, 2019] [Originally Added On: October 12th, 2019]
- The innovative new ways scientists are tackling high blood pressure - Noted [Last Updated On: October 12th, 2019] [Originally Added On: October 12th, 2019]
- If You Have High Blood Pressure, You May Be at Higher Risk for This Cancer - msnNOW [Last Updated On: October 12th, 2019] [Originally Added On: October 12th, 2019]
- MODERATO II Study: Cardiac Neuromodulation Significantly Reduces Systolic Blood Pressure - Diagnostic and Interventional Cardiology [Last Updated On: October 12th, 2019] [Originally Added On: October 12th, 2019]
- Kidney-heart connection is focus of upcoming HealthyLife seminar - Times Union [Last Updated On: October 12th, 2019] [Originally Added On: October 12th, 2019]
- High blood pressure: Six foods proven to lower your reading - Express [Last Updated On: October 14th, 2019] [Originally Added On: October 14th, 2019]
- Sepetaprost Effective and Safe in Glaucoma, Ocular Hypertension - Monthly Prescribing Reference [Last Updated On: October 14th, 2019] [Originally Added On: October 14th, 2019]
- India, Stressed: More than Half of Commuters in Metro Cities Likely to Commit Road Rage - News18 [Last Updated On: October 17th, 2019] [Originally Added On: October 17th, 2019]
- University College London Awarded 1M to Advance Heart, PH Research Using Computational Biology - Pulmonary Hypertension News [Last Updated On: October 17th, 2019] [Originally Added On: October 17th, 2019]
- One in 10 children on the verge of heart attack risk - The New Daily [Last Updated On: October 17th, 2019] [Originally Added On: October 17th, 2019]
- Healthy living: Salt and hypertension - Forbes India [Last Updated On: October 17th, 2019] [Originally Added On: October 17th, 2019]
- The global blood pressure (BP) monitoring devices market size is expected to reach USD 2.47 billion by 2026 - GlobeNewswire [Last Updated On: October 17th, 2019] [Originally Added On: October 17th, 2019]
- Vitamin D Deficiency And Hypertension: Is There A Relation Between Low Levels Of Vitamin D And High Blood Pressure? - NDTV News [Last Updated On: October 17th, 2019] [Originally Added On: October 17th, 2019]
- Hypertension in Indians - Forbes India [Last Updated On: October 17th, 2019] [Originally Added On: October 17th, 2019]
- Health: Worrying rise of hypertension in Indians - Forbes India [Last Updated On: October 17th, 2019] [Originally Added On: October 17th, 2019]
- More than 1100 health care organizations earn BP-control honor - American Medical Association [Last Updated On: October 17th, 2019] [Originally Added On: October 17th, 2019]
- Medication Adherence In Patients With Arterial Hypertension: The Relat | PPA - Dove Medical Press [Last Updated On: October 17th, 2019] [Originally Added On: October 17th, 2019]
- High levels of stress increase hypertension risk in black individuals - Healio [Last Updated On: October 17th, 2019] [Originally Added On: October 17th, 2019]
- Dapagliflozin Receives FDA Approval for Reducing Heart Failure Hospitalization Risk - Endocrinology Advisor [Last Updated On: October 23rd, 2019] [Originally Added On: October 23rd, 2019]
- Death of Clay County inmate prompts change in housing for inmates with specific medical needs - FirstCoastNews.com WTLV-WJXX [Last Updated On: October 23rd, 2019] [Originally Added On: October 23rd, 2019]
- New OPSUMIT (macitentan) Data Show Initial Combination Therapy with Tadalafil Improved Hemodynamic Clinical and Functional Parameters in Patients with... [Last Updated On: October 23rd, 2019] [Originally Added On: October 23rd, 2019]
- High Blood Pressure: Why salt is considered a harbinger of hypertension? - PINKVILLA [Last Updated On: October 23rd, 2019] [Originally Added On: October 23rd, 2019]
- Chronic Stress in African-Americans Linked to Hypertension - TCTMD [Last Updated On: October 23rd, 2019] [Originally Added On: October 23rd, 2019]
- Why all the fuss around hypertension? - Firstpost [Last Updated On: October 23rd, 2019] [Originally Added On: October 23rd, 2019]
- Study explores why Caribbean adults have higher hypertension rates - Yale News [Last Updated On: October 23rd, 2019] [Originally Added On: October 23rd, 2019]
- Hypertension in adults: summary of updated NICE guidance - The BMJ [Last Updated On: October 23rd, 2019] [Originally Added On: October 23rd, 2019]
- Diabetes, blood pressure and cancer cases are rising rapidly in India - Times of India [Last Updated On: November 2nd, 2019] [Originally Added On: November 2nd, 2019]
- Is there a link between breastfeeding and diabetes - Medical News Bulletin [Last Updated On: November 2nd, 2019] [Originally Added On: November 2nd, 2019]
- High Blood Pressure: Lower hypertension by eating less of these food groups - PINKVILLA [Last Updated On: November 2nd, 2019] [Originally Added On: November 2nd, 2019]
- Chronic high blood pressure in pregnant women on the rise - MahoningMatters.com [Last Updated On: November 2nd, 2019] [Originally Added On: November 2nd, 2019]
- Unhealthy Lifestyle and Indian Ethnicity Tied to Hypertension - Forbes India [Last Updated On: November 2nd, 2019] [Originally Added On: November 2nd, 2019]
- Cardio Round-up: Walkability and CVD; Pollution and Stroke; and More - DocWire News [Last Updated On: November 2nd, 2019] [Originally Added On: November 2nd, 2019]
- Hypertension Tied to Over One-Third of Population-Attributable CVD Risk in U.S. Black Adults - DocWire News [Last Updated On: November 2nd, 2019] [Originally Added On: November 2nd, 2019]
- This Is What Makes Oats Idli An Ideal Breakfast For A High Blood Pressure Diet - NDTV Food [Last Updated On: November 11th, 2019] [Originally Added On: November 11th, 2019]
- Global Idiopathic Intracranial Hypertension Therapeutics Market 2019-2023 | Evolving Opportunities with AbbVie Inc. and Astellas Pharma Inc. |... [Last Updated On: November 11th, 2019] [Originally Added On: November 11th, 2019]
- Severe Hypertension Common in aHUS Patients and Soliris Effective at Treating Them, Study Finds - aHUS News [Last Updated On: November 11th, 2019] [Originally Added On: November 11th, 2019]
- Overhydration Is a Risk Factor for Post-Dialysis Hypertension - Renal and Urology News [Last Updated On: November 11th, 2019] [Originally Added On: November 11th, 2019]
- In AS, Hypertension Risk Linked to Continuous NSAID Use, Study Says - Ankylosing Spondylitis News [Last Updated On: November 11th, 2019] [Originally Added On: November 11th, 2019]
- Physicians, Patient Discuss Intentional Nonadherence in Hypertension Therapy - AJMC.com Managed Markets Network [Last Updated On: November 11th, 2019] [Originally Added On: November 11th, 2019]
- More than 50,000 suffer from diabetes, nearly a lakh from hypertension - The Indian Express [Last Updated On: November 14th, 2019] [Originally Added On: November 14th, 2019]
- Cause of John Witherspoons untimely death revealed - TheGrio [Last Updated On: November 14th, 2019] [Originally Added On: November 14th, 2019]
- This Hyderabad-based Start-up is Helping Corporates Improve the Health of their Employees - Entrepreneur [Last Updated On: November 14th, 2019] [Originally Added On: November 14th, 2019]
- ER visits jumped after valsartan blood pressure medication recall, study says - CBC.ca [Last Updated On: November 14th, 2019] [Originally Added On: November 14th, 2019]
- The ALK-1/SMAD/ATOH8 axis attenuates hypoxic responses and protects against the development of pulmonary arterial hypertension - Science [Last Updated On: November 14th, 2019] [Originally Added On: November 14th, 2019]
- Health screenings given to raise awareness at West Philly barbershop - The Philadelphia Tribune [Last Updated On: November 14th, 2019] [Originally Added On: November 14th, 2019]
- Blood pressure monitoring must be a part of a diabetic's routine - Gulf News [Last Updated On: November 14th, 2019] [Originally Added On: November 14th, 2019]
- Early Warning Signs of CKD Going Unnoticed in Veterans, Especially Those With Hypertension - AJMC.com Managed Markets Network [Last Updated On: November 14th, 2019] [Originally Added On: November 14th, 2019]
- The Epidemic of Hypertension and Vulnerability of Indians - Forbes India [Last Updated On: November 14th, 2019] [Originally Added On: November 14th, 2019]
- Knowing the facts: Hypertension vis-a-vis Lifestyle - Forbes India [Last Updated On: November 14th, 2019] [Originally Added On: November 14th, 2019]
- Heart hormones that affect development of diabetes, hypertension differ in African Americans and whites - UAB News [Last Updated On: November 14th, 2019] [Originally Added On: November 14th, 2019]