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1.
Annu Rev Med ; 73: 339-354, 2022 01 27.
Article in English | MEDLINE | ID: mdl-35084994

ABSTRACT

Spontaneous coronary artery dissection (SCAD) is an uncommon but increasingly recognized cause of acute myocardial infarction (MI) among young and middle-aged women and is an important cause of pregnancy-associated MI. Over 90% of SCAD patients are women. Compared to patients with MI caused by atherosclerosis, SCAD patients have fewer cardiovascular risk factors but more often have systemic arteriopathy, most commonly fibromuscular dysplasia. Angiographically, SCAD is characterized by the presence of an intramural hematoma with or without an intimal tear. Accurate recognition of characteristic findings on coronary angiography is critical, as there are important differences in the acute and long-term management of MI caused by SCAD versus atherosclerosis. Acutely, most SCAD patients should be managed conservatively, since percutaneous revascularization is associated with more complications and SCAD-affected vessels usually heal without intervention. Randomized clinical trials and other prospective evaluations are needed, especially to clarify optimal treatment and prevention strategies.


Subject(s)
Coronary Vessel Anomalies , Vascular Diseases , Coronary Angiography/adverse effects , Coronary Vessel Anomalies/diagnostic imaging , Coronary Vessel Anomalies/therapy , Female , Humans , Middle Aged , Pregnancy , Risk Factors , Vascular Diseases/complications , Vascular Diseases/diagnostic imaging , Vascular Diseases/therapy
2.
Brain Behav Immun ; 119: 713-723, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38642615

ABSTRACT

The COVID-19 pandemic caused by SARS-CoV-2 has triggered a consequential public health crisis of post-acute sequelae of COVID-19 (PASC), sometimes referred to as long COVID. The mechanisms of the heterogeneous persistent symptoms and signs that comprise PASC are under investigation, and several studies have pointed to the central nervous and vascular systems as being potential sites of dysfunction. In the current study, we recruited individuals with PASC with diverse symptoms, and examined the relationship between neuroinflammation and circulating markers of vascular dysfunction. We used [11C]PBR28 PET neuroimaging, a marker of neuroinflammation, to compare 12 PASC individuals versus 43 normative healthy controls. We found significantly increased neuroinflammation in PASC versus controls across a wide swath of brain regions including midcingulate and anterior cingulate cortex, corpus callosum, thalamus, basal ganglia, and at the boundaries of ventricles. We also collected and analyzed peripheral blood plasma from the PASC individuals and found significant positive correlations between neuroinflammation and several circulating analytes related to vascular dysfunction. These results suggest that an interaction between neuroinflammation and vascular health may contribute to common symptoms of PASC.


Subject(s)
Brain , COVID-19 , Neuroinflammatory Diseases , Positron-Emission Tomography , SARS-CoV-2 , Humans , COVID-19/diagnostic imaging , COVID-19/complications , Male , Positron-Emission Tomography/methods , Female , Middle Aged , Adult , Neuroinflammatory Diseases/diagnostic imaging , Brain/diagnostic imaging , Brain/metabolism , Post-Acute COVID-19 Syndrome , Vascular Diseases/diagnostic imaging , Aged , Pyridines , Pyrimidines
3.
BMC Cardiovasc Disord ; 24(1): 235, 2024 May 03.
Article in English | MEDLINE | ID: mdl-38702627

ABSTRACT

BACKGROUND: Spontaneous coronary artery dissection (SCAD) is an underdiagnosed cause of acute coronary syndrome, particularly in younger women. Due to limited information about SCAD, case reports and case series can provide valuable insights into its features and management. This study aimed to comprehensively evaluate the features of SCAD patients who experienced psychophysical stress before the SCAD event. METHODS: We conducted an electronic search of PubMed, Scopus, and Web of Science from inception until January 7, 2023. We included case reports or series that described patients with SCAD who had experienced psychophysical stress before SCAD. Patients with pregnancy-associated SCAD were excluded from our analysis. RESULTS: In total, we included 93 case reports or series describing 105 patients with SCAD. The average patient age was 44.29 ± 13.05 years and a total of 44 (41.9%) of patients were male. Among the included SCAD patients the most prevalent comorbidities were fibromuscular dysplasia (FMD) and hypertension with the prevalence of 36.4 and 21.9%, respectively. Preceding physical stress was more frequently reported in men than in women; 38 out of 44 (86.4%) men reported physical stress, while 36 out of 61 (59.1%) females reported physical stress (p value = 0.009). On the other hand, the opposite was true for emotional stress (men: 6 (13.6%)), women: 29 (47.6%), p value < 0.001). Coronary angiography was the main diagnostic tool. The most frequently involved artery was the left anterior descending (LAD) (62.9%). In our study, recurrence of SCAD due to either the progression of a previous lesion or new SCAD in another coronary location occurred more frequently in those treated conservatively, however the observed difference was not statistically significant (p value = 0.138). CONCLUSION: While physical stress seems to precede SCAD in most cases, emotional stress is implicated in females more than males.


Subject(s)
Coronary Vessel Anomalies , Stress, Psychological , Vascular Diseases , Adult , Female , Humans , Male , Middle Aged , Case Reports as Topic , Comorbidity , Coronary Vessel Anomalies/epidemiology , Coronary Vessel Anomalies/diagnostic imaging , Coronary Vessel Anomalies/complications , Prevalence , Prognosis , Risk Assessment , Risk Factors , Sex Factors , Stress, Psychological/epidemiology , Stress, Psychological/diagnosis , Vascular Diseases/congenital , Vascular Diseases/epidemiology , Vascular Diseases/diagnostic imaging , Vascular Diseases/psychology , Vascular Diseases/physiopathology , Vascular Diseases/diagnosis
4.
Am J Emerg Med ; 77: 233.e1-233.e3, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38184442

ABSTRACT

Spontaneous Coronary Artery Dissection (SCAD) is a significant cause of acute coronary syndrome. SCAD frequently affects young women, often without cardiovascular risk factors. Coronary angiography is the diagnostic mode of choice. Based on clinical context, treatment is divided into conservative methods and revascularization with either percutaneous coronary intervention or bypass grafting. This case report describes a 26-year-old female with a preceding diagnosis of myopericarditis who presented to the ED with inferior STEMI and was subsequently diagnosed with a spontaneous right coronary artery dissection.


Subject(s)
Coronary Vessel Anomalies , Percutaneous Coronary Intervention , Vascular Diseases , Vascular Diseases/congenital , Humans , Female , Adult , Risk Factors , Coronary Vessels , Retrospective Studies , Vascular Diseases/diagnosis , Vascular Diseases/diagnostic imaging , Percutaneous Coronary Intervention/methods , Coronary Vessel Anomalies/diagnosis , Coronary Vessel Anomalies/diagnostic imaging , Coronary Angiography/adverse effects
5.
J Med Internet Res ; 26: e51926, 2024 Jan 22.
Article in English | MEDLINE | ID: mdl-38252483

ABSTRACT

BACKGROUND: Benefiting from rich knowledge and the exceptional ability to understand text, large language models like ChatGPT have shown great potential in English clinical environments. However, the performance of ChatGPT in non-English clinical settings, as well as its reasoning, have not been explored in depth. OBJECTIVE: This study aimed to evaluate ChatGPT's diagnostic performance and inference abilities for retinal vascular diseases in a non-English clinical environment. METHODS: In this cross-sectional study, we collected 1226 fundus fluorescein angiography reports and corresponding diagnoses written in Chinese and tested ChatGPT with 4 prompting strategies (direct diagnosis or diagnosis with a step-by-step reasoning process and in Chinese or English). RESULTS: Compared with ChatGPT using Chinese prompts for direct diagnosis that achieved an F1-score of 70.47%, ChatGPT using English prompts for direct diagnosis achieved the best diagnostic performance (80.05%), which was inferior to ophthalmologists (89.35%) but close to ophthalmologist interns (82.69%). As for its inference abilities, although ChatGPT can derive a reasoning process with a low error rate (0.4 per report) for both Chinese and English prompts, ophthalmologists identified that the latter brought more reasoning steps with less incompleteness (44.31%), misinformation (1.96%), and hallucinations (0.59%) (all P<.001). Also, analysis of the robustness of ChatGPT with different language prompts indicated significant differences in the recall (P=.03) and F1-score (P=.04) between Chinese and English prompts. In short, when prompted in English, ChatGPT exhibited enhanced diagnostic and inference capabilities for retinal vascular disease classification based on Chinese fundus fluorescein angiography reports. CONCLUSIONS: ChatGPT can serve as a helpful medical assistant to provide diagnosis in non-English clinical environments, but there are still performance gaps, language disparities, and errors compared to professionals, which demonstrate the potential limitations and the need to continually explore more robust large language models in ophthalmology practice.


Subject(s)
Artificial Intelligence , Diagnostic Errors , Fluorescein Angiography , Language , Retinal Diseases , Vascular Diseases , Humans , Cross-Sectional Studies , Vascular Diseases/classification , Vascular Diseases/diagnosis , Vascular Diseases/diagnostic imaging , Retinal Diseases/classification , Retinal Diseases/diagnosis , Retinal Diseases/diagnostic imaging
6.
Catheter Cardiovasc Interv ; 102(2): 241-246, 2023 08.
Article in English | MEDLINE | ID: mdl-37300880

ABSTRACT

The management of spontaneous coronary artery dissection (SCAD) is lacking randomized data. This also holds for SCAD with ST-segment elevation myocardial infarction where stenting has been used to restore coronary flow. This approach can be associated with many drawbacks. Therefore, we present an alternative approach to stenting when coronary flow cannot be restored using cutting balloons alone.


Subject(s)
Coronary Vessel Anomalies , Vascular Diseases , Humans , Coronary Vessels/diagnostic imaging , Coronary Vessels/surgery , Treatment Outcome , Vascular Diseases/diagnostic imaging , Vascular Diseases/etiology , Vascular Diseases/therapy , Hematoma/diagnostic imaging , Hematoma/etiology , Hematoma/surgery , Coronary Vessel Anomalies/complications , Coronary Vessel Anomalies/diagnostic imaging , Coronary Vessel Anomalies/therapy , Coronary Angiography
7.
Circ Res ; 128(12): 1958-1972, 2021 06 11.
Article in English | MEDLINE | ID: mdl-34110898

ABSTRACT

Multifocal fibromuscular dysplasia (FMD) and spontaneous coronary artery dissection are both sex-biased diseases disproportionately affecting women over men in a 9:1 ratio. Traditionally known in the context of renovascular hypertension, recent advances in knowledge about FMD have demonstrated that FMD is a systemic arteriopathy presenting as arterial stenosis, aneurysm, and dissection in virtually any arterial bed. FMD is also characterized by major cardiovascular presentations including hypertension, stroke, and myocardial infarction. Similar to FMD, spontaneous coronary artery dissection is associated with a high prevalence of extracoronary vascular abnormalities, including FMD, aneurysm, and extracoronary dissection, and recent studies have also found genetic associations between the two diseases. This review will summarize the relationship between FMD and spontaneous coronary artery dissection with a focus on common clinical associations, histopathologic mechanisms, genetic susceptibilities, and the biology of these diseases. The current status of disease models and critical future research directions will also be addressed.


Subject(s)
Coronary Vessel Anomalies , Fibromuscular Dysplasia , Sex Factors , Vascular Diseases/congenital , Aneurysm/etiology , Aortic Dissection/etiology , Angiography , Constriction, Pathologic/etiology , Coronary Vessel Anomalies/diagnostic imaging , Coronary Vessel Anomalies/epidemiology , Coronary Vessel Anomalies/genetics , Coronary Vessel Anomalies/pathology , Female , Fibromuscular Dysplasia/diagnostic imaging , Fibromuscular Dysplasia/epidemiology , Fibromuscular Dysplasia/genetics , Fibromuscular Dysplasia/pathology , Genetic Predisposition to Disease , Genetic Variation , Humans , Hypertension/etiology , Male , Myocardial Infarction/etiology , Stroke/etiology , Vascular Diseases/diagnostic imaging , Vascular Diseases/epidemiology , Vascular Diseases/genetics , Vascular Diseases/pathology
8.
Eur Radiol ; 33(2): 1422-1432, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36166087

ABSTRACT

OBJECTIVES: Porto-sinusoidal vascular disorder (PSVD) is a recently defined vascular liver disease. Since diagnosis remains challenging, we aimed to evaluate radiological features that are distinct between PSVD and cirrhosis. METHODS: Clinical, laboratory, and radiological parameters (CT/MRI) of patients with histologically-confirmed PSVD vs. cirrhosis vs. non-cirrhotic parenchymal liver disease were retrospectively evaluated. RESULTS: Sixty-three PSVD, 155 cirrhosis, and 41 non-cirrhotic patients were included. As compared to cirrhosis, PSVD patients were younger and had lower HVPG, liver stiffness, and MELD. Routine clinical and imaging findings indicative of portal hypertension were similarly common. Intrahepatic portal tract abnormalities (49% vs. 15%; p < 0.001), FNH-like lesions (30% vs. 1%; p < 0.001), and abnormal liver morphology defined as peripheral parenchymal atrophy and compensatory hypertrophy of central segments (32% vs. 7%; p < 0.001) were significantly more common in PSVD patients. Hypertrophy of segment I (70% vs. 84%; p = 0.019), atrophy of segment IV (24% vs. 47%; p = 0.001), and nodular liver surface (22% vs. 89%; p < 0.001) were more common in patients with cirrhosis. In patients with gadoxetic acid-enhanced MRI, we identified the distinct imaging feature of "periportal hyperintensity" in the hepatobiliary phase (HBP) in 42% of patients with PSVD (14/33) vs. 1% in cirrhosis (1/95) vs. 0% in non-cirrhotic controls (0/41); p < 0.001). CONCLUSIONS: Diagnosis of PSVD must be considered in younger patients presenting with clinical features of portal hypertension, portal tract abnormalities, and FNH-like lesions on CT/MRI. 'Periportal hyperintensity' in the HBP of gadoxetic acid-enhanced MRI was identified as a specific radiological feature of PSVD. KEY POINTS: • Cross-sectional imaging can provide essential information to identify patients with porto-sinusoidal vascular disorder (PSVD). • Intrahepatic portal tract abnormalities, FNH-like lesions, and abnormal liver morphology are common in PSVD patients. • Periportal hyperintensity on the hepatobiliary phase of gadoxetic acid-enhanced MRI seems to be specific for patients with PSVD.


Subject(s)
Hypertension, Portal , Liver Neoplasms , Vascular Diseases , Humans , Contrast Media , Retrospective Studies , Gadolinium DTPA , Liver/pathology , Liver Cirrhosis/complications , Liver Cirrhosis/diagnostic imaging , Liver Cirrhosis/pathology , Liver Neoplasms/pathology , Hypertension, Portal/complications , Hypertension, Portal/diagnostic imaging , Magnetic Resonance Imaging/methods , Vascular Diseases/complications , Vascular Diseases/diagnostic imaging
9.
J Vasc Interv Radiol ; 34(10): 1643-1657.e6, 2023 10.
Article in English | MEDLINE | ID: mdl-37330211

ABSTRACT

PURPOSE: To state the position of the Society of Interventional Radiology (SIR) on the endovascular management of chronic iliofemoral venous obstruction with metallic stents. MATERIALS AND METHODS: A multidisciplinary writing group with expertise in treating venous disease was convened by SIR. A comprehensive literature search was conducted to identify studies on the topic of interest. Recommendations were drafted and graded according to the updated SIR evidence grading system. A modified Delphi technique was used to achieve consensus agreement on the recommendation statements. RESULTS: A total of 41 studies, including randomized trials, systematic reviews and meta-analyses, prospective single-arm studies, and retrospective studies were identified. The expert writing group developed 15 recommendations on the use of endovascular stent placement. CONCLUSIONS: SIR considers the use of endovascular stent placement for chronic iliofemoral venous obstruction to be likely to help selected patients, but the risks and benefits have not been fully quantified in well-designed randomized studies. SIR recommends urgent completion of such studies. In the meantime, careful patient selection and optimization of conservative therapy are recommended prior to stent placement, with attention to appropriate stent sizing and quality procedural technique. The use of multiplanar venography with intravascular ultrasound is suggested in diagnosing and characterizing obstructive iliac vein lesions and in guiding stent therapy. After stent placement, SIR recommends close patient follow-up to ensure optimal antithrombotic therapy, durable symptom response, and early identification of adverse events.


Subject(s)
Endovascular Procedures , Vascular Diseases , Humans , Retrospective Studies , Prospective Studies , Radiology, Interventional , Treatment Outcome , Femoral Vein/diagnostic imaging , Vascular Diseases/diagnostic imaging , Vascular Diseases/therapy , Vascular Diseases/etiology , Stents , Iliac Vein , Endovascular Procedures/adverse effects , Vascular Patency
10.
Vasc Med ; 28(2): 131-138, 2023 04.
Article in English | MEDLINE | ID: mdl-37025021

ABSTRACT

BACKGROUND: Spontaneous coronary artery dissection (SCAD) is an increasingly recognized cause of acute coronary syndrome. Guidance regarding the optimal management of patients with SCAD has been published over the past 10 years, but the impact on clinical practice has not been evaluated. The present study aims to examine if approaches to invasive management, medical therapy, and vascular imaging have changed over time. METHODS: This is a retrospective cohort study of 157 patients treated for SCAD between 2005 and 2019 at an academic health system in Philadelphia, Pennsylvania. We aimed to examine change in management over time, including rates of coronary revascularization, discharge medications, and vascular imaging. RESULTS: Conservative management of SCAD increased over time from 35% before 2013 to 89% in 2019, p < 0.001. Revascularization was associated with younger age, pregnancy-associated SCAD, and lesions of the left main artery, left anterior descending artery, and multiple vessels, p < 0.05 for all. Partial imaging for extracoronary vascular abnormalities ranged from 33% before 2013 to 71% in 2018, p = 0.146. The rate of comprehensive vascular imaging (cross-sectional head to pelvis imaging) remained low in all time categories (10-18%) and did not change over time. Patients who underwent comprehensive imaging were more likely to be diagnosed with fibromuscular dysplasia (FMD) compared to those with partial imaging (63% vs 15%, p < 0.001). CONCLUSION: Management of spontaneous coronary artery dissection has changed over time. More patients are being managed conservatively and undergo screening for extracoronary vascular abnormalities such as FMD. Future efforts should focus on improving rates of comprehensive vascular screening.


Subject(s)
Coronary Vessel Anomalies , Vascular Diseases , Pregnancy , Female , Humans , Retrospective Studies , Coronary Vessels/pathology , Cross-Sectional Studies , Coronary Angiography/methods , Vascular Diseases/diagnostic imaging , Vascular Diseases/therapy , Coronary Vessel Anomalies/complications , Coronary Vessel Anomalies/diagnostic imaging , Coronary Vessel Anomalies/therapy
11.
BMC Cardiovasc Disord ; 23(1): 292, 2023 06 08.
Article in English | MEDLINE | ID: mdl-37291481

ABSTRACT

BACKGROUND: Spontaneous Coronary Artery Dissection (SCAD) is a rare cause of myocardial infarction and sudden cardiac death that is mostly seen in younger patients without significant cardiac risk factors. The mechanism by which SCAD causes an acute coronary event is related to the compromise of the coronary artery lumen as a result of hematoma within the vessel wall. In comparison to their non-pregnant counterparts, when SCAD is associated with pregnancy, it has been associated with an increased risk of life-threatening arrhythmias, cardiogenic shock, and death. The underlying mechanism behind SCAD is not yet fully understood, and despite the condition's high mortality rate, it remains underdiagnosed. CASE PRESENTATION: Our case features a 38-year-old woman at 29 weeks of gestation presenting with chest pain that persisted despite initial management. Coronary angiography revealed a Type 2a spontaneous dissection of the left anterior descending artery. Given the risks of percutaneous coronary intervention in SCAD management and overall clinical stability, the patient was treated with conservative management. CONCLUSION: SCADs are a rare cause of acute coronary syndrome that can be found in patients without any prior cardiac risk factors. It is important to have a high index of suspicion when diagnosing SCADs given, they can cause life-threatening arrhythmias, cardiogenic shock, and death. This case highlights considerations that must be taken into account when treating P-SCAD, as opposed to SCAD in the postpartum period.


Subject(s)
Acute Coronary Syndrome , Coronary Vessel Anomalies , Vascular Diseases , Pregnancy , Female , Humans , Adult , Acute Coronary Syndrome/diagnostic imaging , Acute Coronary Syndrome/etiology , Acute Coronary Syndrome/therapy , Shock, Cardiogenic/diagnosis , Shock, Cardiogenic/etiology , Shock, Cardiogenic/therapy , Pregnancy Trimester, Third , Coronary Vessels , Vascular Diseases/complications , Vascular Diseases/diagnostic imaging , Vascular Diseases/therapy , Coronary Vessel Anomalies/complications , Coronary Vessel Anomalies/diagnostic imaging , Coronary Vessel Anomalies/therapy , Coronary Angiography/adverse effects
12.
Heart Vessels ; 38(10): 1228-1234, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37349561

ABSTRACT

Spontaneous coronary artery dissection (SCAD) is diagnosed in a very small percentage of patients with suspected acute coronary syndromes who undergo emergency coronary angiography. Although fibromuscular dysplasia (FMD) is known to coexist in patients with SCAD, the vascular sites of FMD and their frequency have not yet been clarified. We retrospectively reviewed the medical records of 16 patients who were diagnosed with and treated for SCAD at our hospital between 1 January 2011 and 31 January 2023. We have summarized their baseline and clinical characteristics and medical variables, including coronary and upper extremity angiography and in-hospital outcomes. One of our patients had concurrent cardiac tamponade requiring pericardial drainage, and another went into hemorrhage shock the following day from dissection of the gastric retroperitoneal artery. Characteristic angiographic features of partial or diffuse nonatherosclerotic stenosis were observed mainly in the distal parts of the coronary arteries or their branches. Notably, in six patients with SCAD who underwent upper extremity angiography, FMD of the brachial artery was revealed. For the first time, to our knowledge, we found a high prevalence of multifocal FMD of the brachial artery in patients with SCAD.


Subject(s)
Coronary Vessel Anomalies , Fibromuscular Dysplasia , Vascular Diseases , Humans , Retrospective Studies , Coronary Vessels/diagnostic imaging , Brachial Artery/diagnostic imaging , Fibromuscular Dysplasia/diagnosis , Fibromuscular Dysplasia/diagnostic imaging , Vascular Diseases/diagnostic imaging , Vascular Diseases/etiology , Coronary Angiography , Upper Extremity , Coronary Vessel Anomalies/diagnosis , Coronary Vessel Anomalies/diagnostic imaging
13.
Postgrad Med J ; 99(1178): 1226-1236, 2023 Nov 20.
Article in English | MEDLINE | ID: mdl-37773985

ABSTRACT

The prevalence of spontaneous coronary artery dissection (SCAD) has increased over the last decades in young adults presenting with acute coronary syndrome. Although the diagnostic tools, including intracoronary imaging, have permitted a more accurate diagnosis of SCAD, the prognosis and overall outcomes remain dismal. Furthermore, the disproportionate sex distribution affecting more women and the underdiagnosis in many parts of the world render this pathology a persistent clinical challenge, particularly since the management remains largely supportive with a limited and controversial role for percutaneous or surgical interventions. The purpose of this review is to summarize the available literature on SCAD and to provide insights into the gaps in knowledge and areas requiring further investigation.


Subject(s)
Coronary Vessel Anomalies , Vascular Diseases , Young Adult , Humans , Female , Coronary Vessels , Coronary Angiography , Vascular Diseases/diagnostic imaging , Vascular Diseases/therapy , Prognosis , Coronary Vessel Anomalies/diagnostic imaging , Coronary Vessel Anomalies/epidemiology
14.
Vascular ; 31(5): 1017-1025, 2023 Oct.
Article in English | MEDLINE | ID: mdl-35549494

ABSTRACT

BACKGROUND: In this case report, we present two chronic hemodialysis patients with upper extremity swelling due to central venous occlusions together with their clinical presentation, surgical management and brief review of the literature. METHODS: The first patient who was a 63-year-old female patient with a history of multiple bilateral arteriovenous fistulas (AVFs) was referred to our clinic. Physical examination demonstrated a functioning right brachio-cephalic AVF, with severe edema of the right arm, dilated venous collaterals, facial edema, and unilateral breast enlargement. In her history, multiple ipsilateral subclavian venous catheterizations were present for sustaining temporary hemodialysis access. The second patient was a 47-year-old male with a history of failed renal transplant, CABG surgery, multiple AV fistula procedures from both extremities, leg amputation caused by peripheral arterial disease, and decreased myocardial functions. He was receiving 3/7 hemodialysis and admitted to our clinic with right arm edema, accompanied by pain, stiffness, and skin hyperpigmentation symptoms ipsilateral to a functioning brachio-basilic AVF. He was not able to flex his arms, elbow, or wrist due to severe edema. RESULTS: Venography revealed right subclavian vein stenosis with patent contralateral central veins in the first patient. She underwent percutaneous transluminal angioplasty (PTA) twice with subsequent re-occlusions. After failed attempts of PTA, the patient was scheduled for axillo-axillary venous bypass in order to preserve the AV access function. In second patient, venography revealed right subclavian vein occlusion caused secondary to the subclavian venous catheters. Previous attempts for percutaneously crossing the chronic subclavian lesion failed multiple times by different centers. Hence, the patient was scheduled for axillo-axillary venous bypass surgery. CONCLUSION: In case of chronic venous occlusions, endovascular procedures may be ineffective. Since preserving the vascular access function is crucial in this particular patient population, venous bypass procedures should be kept in mind as an alternative for central venous reconstruction, before deciding on ligation and relocation of the AVF.


Subject(s)
Arteriovenous Shunt, Surgical , Catheterization, Central Venous , Endovascular Procedures , Vascular Diseases , Humans , Male , Female , Middle Aged , Axillary Vein/diagnostic imaging , Axillary Vein/surgery , Subclavian Vein/diagnostic imaging , Subclavian Vein/surgery , Subclavian Vein/pathology , Renal Dialysis/adverse effects , Vascular Diseases/diagnostic imaging , Vascular Diseases/etiology , Vascular Diseases/surgery , Endovascular Procedures/adverse effects , Edema , Arteriovenous Shunt, Surgical/adverse effects , Catheterization, Central Venous/adverse effects
15.
Alzheimers Dement ; 19(8): 3327-3338, 2023 08.
Article in English | MEDLINE | ID: mdl-36786521

ABSTRACT

INTRODUCTION: It is challenging to predict which patients who meet criteria for subcortical ischemic vascular disease (SIVD) will ultimately progress to subcortical vascular cognitive impairment (SVCI). METHODS: We collected clinical information, neuropsychological assessments, T1 imaging, diffusion tensor imaging, and resting-state functional magnetic resonance imaging from 83 patients with SVCI and 53 age-matched patients with SIVD without cognitive impairment. We built an unsupervised machine learning model to isolate patients with SVCI. The model was validated using multimodal data from an external cohort comprising 45 patients with SVCI and 32 patients with SIVD without cognitive impairment. RESULTS: The accuracy, sensitivity, and specificity of the unsupervised machine learning model were 86.03%, 79.52%, and 96.23% and 80.52%, 71.11%, and 93.75% for internal and external cohort, respectively. DISCUSSION: We developed an accurate and accessible clinical tool which requires only data from routine imaging to predict patients at risk of progressing from SIVD to SVCI. HIGHLIGHTS: Our unsupervised machine learning model provides an accurate and accessible clinical tool to predict patients at risk of progressing from subcortical ischemic vascular disease (SIVD) to subcortical vascular cognitive impairment (SVCI) and requires only data from imaging routinely used during the diagnosis of suspected SVCI. The model yields good accuracy, sensitivity, and specificity and is portable to other cohorts and to clinical practice to distinguish patients with SIVD at risk for progressing to SVCI. The model combines assessment of diffusion tensor imaging and functional magnetic resonance imaging measures in patients with SVCI to analyze whether the "disconnection hypothesis" contributes to functional and structural changes and to the clinical presentation of SVCI.


Subject(s)
Cognitive Dysfunction , Dementia, Vascular , Vascular Diseases , Humans , Diffusion Tensor Imaging , Unsupervised Machine Learning , Cognitive Dysfunction/diagnostic imaging , Vascular Diseases/diagnostic imaging , Magnetic Resonance Imaging/methods
16.
Radiology ; 302(3): 584-592, 2022 03.
Article in English | MEDLINE | ID: mdl-34846200

ABSTRACT

Background Four-dimensional (4D) flow MRI has the potential to provide hemodynamic insights for a variety of abdominopelvic vascular diseases, but its clinical utility is currently impaired by background phase error, which can be challenging to correct. Purpose To assess the feasibility of using deep learning to automatically perform image-based background phase error correction in 4D flow MRI and to compare its effectiveness relative to manual image-based correction. Materials and Methods A convenience sample of 139 abdominopelvic 4D flow MRI acquisitions performed between January 2016 and July 2020 was retrospectively collected. Manual phase error correction was performed using dedicated imaging software and served as the reference standard. After reserving 40 examinations for testing, the remaining examinations were randomly divided into training (86% [85 of 99]) and validation (14% [14 of 99]) data sets to train a multichannel three-dimensional U-Net convolutional neural network. Flow measurements were obtained for the infrarenal aorta, common iliac arteries, common iliac veins, and inferior vena cava. Statistical analyses included Pearson correlation, Bland-Altman analysis, and F tests with Bonferroni correction. Results A total of 139 patients (mean age, 47 years ± 14 [standard deviation]; 108 women) were included. Inflow-outflow correlation improved after manual correction (ρ = 0.94, P < .001) compared with that before correction (ρ = 0.50, P < .001). Automated correction showed similar results (ρ = 0.91, P < .001) and demonstrated very strong correlation with manual correction (ρ = 0.98, P < .001). Both correction methods reduced inflow-outflow variance, improving mean difference from -0.14 L/min (95% limits of agreement: -1.61, 1.32) (uncorrected) to 0.05 L/min (95% limits of agreement: -0.32, 0.42) (manually corrected) and 0.05 L/min (95% limits of agreement: -0.38, 0.49) (automatically corrected). There was no significant difference in inflow-outflow variance between manual and automated correction methods (P = .10). Conclusion Deep learning automated phase error correction reduced inflow-outflow bias and variance of volumetric flow measurements in four-dimensional flow MRI, achieving results comparable with manual image-based phase error correction. © RSNA, 2021 See also the editorial by Roldán-Alzate and Grist in this issue.


Subject(s)
Abdomen/blood supply , Deep Learning , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Vascular Diseases/diagnostic imaging , Blood Flow Velocity , Hemodynamics , Humans , Male , Middle Aged , Retrospective Studies
17.
Radiology ; 302(3): 515, 2022 03.
Article in English | MEDLINE | ID: mdl-34783591
18.
Am J Pathol ; 191(5): 947-964, 2021 05.
Article in English | MEDLINE | ID: mdl-33640319

ABSTRACT

This study investigated the effects of long-term NF-κB inhibition in mitigating retinal vasculopathy in a type 1 diabetic mouse model (Akita, Ins2Akita). Akita and wild-type (C57BL/6J) male mice, 24 to 26 weeks old, were treated with or without a selective inhibitor of NF-κB, 4-methyl-N1-(3-phenyl-propyl) benzene-1,2-diamine (JSH-23), for 4 weeks. Treatment was given when the mice were at least 24 weeks old. Metabolic parameters, key inflammatory mediators, blood-retinal barrier junction molecules, retinal structure, and function were measured. JSH-23 significantly lowered basal glucose levels and intraocular pressure in Akita. It also mitigated vascular remodeling and microaneurysms significantly. Optical coherence tomography of untreated Akita showed thinning of retinal layers; however, treatment with JSH-23 could prevent it. Electroretinogram demonstrated that A- and B-waves in Akita were significantly smaller than in wild type mice, indicating that JSH-23 intervention prevented loss of retinal function. Protein levels and gene expression of key inflammatory mediators, such as NOD-like receptor family pyrin domain-containing 3, intercellular adhesion molecule-1, inducible nitric oxide synthase, and cyclooxygenase-2, were decreased after JSH-23 treatment. At the same time, connexin-43 and occludin were maintained. Vision-guided behavior also improved significantly. The results show that reducing inflammation could protect the diabetic retina and its vasculature. Findings appear to have broader implications in treating not only ocular conditions but also other vasculopathies.


Subject(s)
Diabetes Mellitus, Experimental/complications , Inflammation/pathology , NF-kappa B/antagonists & inhibitors , Phenylenediamines/pharmacology , Retinal Diseases/prevention & control , Vascular Diseases/prevention & control , Animals , Apoptosis , Blood Glucose/analysis , Disease Models, Animal , Electroretinography , Humans , Hyperglycemia/pathology , Leukocytes/pathology , Male , Mice , Mice, Inbred C57BL , Mutation , NF-kappa B/metabolism , Retina/diagnostic imaging , Retina/pathology , Retinal Diseases/diagnostic imaging , Retinal Diseases/etiology , Retinal Diseases/pathology , Retinal Vessels/diagnostic imaging , Retinal Vessels/pathology , Tomography, Optical Coherence , Vascular Diseases/diagnostic imaging , Vascular Diseases/etiology , Vascular Diseases/pathology
19.
Ann Neurol ; 90(2): 227-238, 2021 08.
Article in English | MEDLINE | ID: mdl-34041783

ABSTRACT

OBJECTIVE: Blood-brain barrier (BBB) breakdown has been suggested to be an early biomarker in human cognitive impairment. However, the relationship between BBB breakdown and brain pathology, most commonly Alzheimer disease (AD) and vascular disease, is still poorly understood. The present study measured human BBB function in mild cognitive impairment (MCI) patients on 2 molecular scales, specifically BBB's permeability to water and albumin molecules. METHODS: Fifty-five elderly participants were enrolled, including 33 MCI patients and 22 controls. BBB permeability to water was measured with a new magnetic resonance imaging technique, water extraction with phase contrast arterial spin tagging. BBB permeability to albumin was determined using cerebrospinal fluid (CSF)/serum albumin ratio. Cognitive performance was assessed by domain-specific composite scores. AD pathology (including CSF Aß and ptau) and vascular risk factors were examined. RESULTS: Compared to cognitively normal subjects, BBB in MCI patients manifested an increased permeability to small molecules such as water but was no more permeable to large molecules such as albumin. BBB permeability to water was found to be related to AD markers of CSF Aß and ptau. On the other hand, BBB permeability to albumin was found to be related to vascular risk factors, especially hypercholesterolemia, but was not related to AD pathology. BBB permeability to small molecules, but not to large molecules, was found to be predictive of cognitive function. INTERPRETATION: These findings provide early evidence that BBB breakdown is related to both AD and vascular risks, but their effects can be differentiated by spatial scales. BBB permeability to small molecules has a greater impact on cognitive performance. ANN NEUROL 2021;90:227-238.


Subject(s)
Alzheimer Disease/cerebrospinal fluid , Blood-Brain Barrier/metabolism , Capillary Permeability/physiology , Cognitive Dysfunction/cerebrospinal fluid , Vascular Diseases/cerebrospinal fluid , Aged , Alzheimer Disease/diagnostic imaging , Amyloid beta-Peptides/cerebrospinal fluid , Blood-Brain Barrier/diagnostic imaging , Cognitive Dysfunction/diagnostic imaging , Cross-Sectional Studies , Female , Humans , Magnetic Resonance Imaging/methods , Male , Middle Aged , Peptide Fragments/cerebrospinal fluid , Serum Albumin, Human/cerebrospinal fluid , Vascular Diseases/diagnostic imaging , tau Proteins/cerebrospinal fluid
20.
J Vasc Interv Radiol ; 33(1): 78-85, 2022 01.
Article in English | MEDLINE | ID: mdl-34563699

ABSTRACT

The optimal medical management of patients following endovascular deep venous interventions remains ill-defined. As such, the Society of Interventional Radiology Foundation (SIRF) convened a multidisciplinary group of experts in a virtual Research Consensus Panel (RCP) to develop a prioritized research agenda regarding antithrombotic therapy following deep venous interventions. The panelists presented the gaps in knowledge followed by discussion and ranking of research priorities based on clinical relevance, overall impact, and technical feasibility. The following research topics were identified as high priority: 1) characterization of biological processes leading to in-stent stenosis/rethrombosis; 2) identification and validation of methods to assess venous flow dynamics and their effect on stent failure; 3) elucidation of the role of inflammation and anti-inflammatory therapies; and 4) clinical studies to compare antithrombotic strategies and improve venous outcome assessment. Collaborative, multicenter research is necessary to answer these questions and thereby enhance the care of patients with venous disease.


Subject(s)
Radiology, Interventional , Vascular Diseases , Consensus , Humans , Research , Vascular Diseases/diagnostic imaging , Vascular Diseases/therapy , Vascular Surgical Procedures
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