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1.
BMC Musculoskelet Disord ; 25(1): 363, 2024 May 07.
Article in English | MEDLINE | ID: mdl-38714994

ABSTRACT

BACKGROUND: Low back pain (LBP) is one of the most common reasons for consultation in general practice. Currently, LBP is categorised into specific and non-specific causes. However, extravertebral causes, such as abdominal aortic aneurysm or pancreatitis, are not being considered. METHODS: A systematic literature search was performed across MEDLINE, Embase, and the Cochrane library, complemented by a handsearch. Studies conducted between 1 January 2001 and 31 December 2020, where LBP was the main symptom, were included. RESULTS: The literature search identified 6040 studies, from which duplicates were removed, leaving 4105 studies for title and abstract screening. Subsequently, 265 publications were selected for inclusion, with an additional 197 publications identified through the handsearch. The majority of the studies were case reports and case series, predominantly originating from specialised care settings. A clear distinction between vertebral or rare causes of LBP was not always possible. A range of diseases were identified as potential extravertebral causes of LBP, encompassing gynaecological, urological, vascular, systemic, and gastrointestinal diseases. Notably, guidelines exhibited inconsistencies in addressing extravertebral causes. DISCUSSION: Prior to this review, there has been no systematic investigation into extravertebral causes of LBP. Although these causes are rare, the absence of robust and reliable epidemiological data hinders a comprehensive understanding, as well as the lack of standardised protocols, which contributes to a lack of accurate description of indicative symptoms. While there are certain disease-specific characteristics, such as non-mechanical or cyclical LBP, and atypical accompanying symptoms like fever, abdominal pain, or leg swelling, that may suggest extravertebral causes, it is important to recognise that these features are not universally present in every patient. CONCLUSION: The differential diagnosis of extravertebral LBP is extensive with relatively low prevalence rates dependent on the clinical setting. Clinicians should maintain a high index of suspicion for extravertebral aetiologies, especially in patients presenting with atypical accompanying symptoms.


Subject(s)
Low Back Pain , Humans , Low Back Pain/epidemiology , Low Back Pain/diagnosis , Low Back Pain/etiology , Aortic Aneurysm, Abdominal/epidemiology , Aortic Aneurysm, Abdominal/complications , Pancreatitis/epidemiology , Pancreatitis/diagnosis , Diagnosis, Differential
2.
Gac Med Mex ; 160(1): 96-103, 2024.
Article in English | MEDLINE | ID: mdl-38753543

ABSTRACT

BACKGROUND: In Mexico, there is a paucity of evidence on mortality and hospitalization patterns associated with aortic aneurysms and dissections. OBJECTIVE: To analyze national databases and describe the epidemiological characteristics of different aortic pathologies. MATERIAL AND METHODS: Retrospective, cross-sectional, observational study, in which mortality and hospitalization attributed to aortic aneurysms and dissections were analyzed. Statistical analysis was performed on Stata 16. RESULTS: A total of 6,049 deaths were documented in the general population, which included 2,367 hospitalizations and 476 (20.1%) in-hospital deaths. In addition, a statistically significant age difference was found between mean age at death in the general population (69.5 years) and the in-hospital death group (64.1 years, p < 0.001). As for hospitalizations secondary to ruptured abdominal aortic aneurysms, 149 cases were identified, with a mean age of 65.6 years, out of whom 53 (35.5%) were under 65 years of age, with a mean age of 47.8 years. CONCLUSIONS: Epidemiological reports of aortic pathology in Mexico are scarce; therefore, implementation of screening and detection programs for aortic pathologies is necessary in order to address the disparities identified in this analysis.


ANTECEDENTES: Existe evidencia escasa en México respecto a la mortalidad y patrones del ingreso hospitalario asociados a aneurismas y disecciones aórticos. OBJETIVO: Analizar las bases de datos nacionales y describir las características epidemiológicas de diferentes patologías aórticas agudas. MATERIAL Y MÉTODOS: Estudio transversal y observacional de una base de datos retrospectiva, en el que se analizó la mortalidad y hospitalización atribuidas a aneurismas y disecciones aórticos. El análisis estadístico se realizó en Stata 16. RESULTADOS: Se documentaron 6049 muertes en la población general, 2367 hospitalizaciones y 476 muertes intrahospitalarias. Adicionalmente, se encontró una diferencia estadísticamente significativa entre las medias de edad de fallecimiento de la población general (65.5 años) y de los pacientes que murieron en el hospital (64.1 años), p < 0.001. En cuanto a las hospitalizaciones secundarias a aneurisma de aorta abdominal roto, 149 casos fueron evidenciados con una media de edad de 65.6 años; 53 (35.5 %) de estos tenía menos de 65 años, con una media de edad de 47.8 años. CONCLUSIONES: Los reportes epidemiológicos de patología aórtica en México son escasos, por ello la implementación de programas de tamizaje y la detección de patologías aórticas son necesarias para mejorar las disparidades encontradas en este análisis.


Subject(s)
Aortic Aneurysm , Aortic Dissection , Hospital Mortality , Hospitalization , Humans , Mexico/epidemiology , Middle Aged , Aortic Dissection/epidemiology , Aortic Dissection/mortality , Male , Cross-Sectional Studies , Female , Retrospective Studies , Aged , Aortic Aneurysm/epidemiology , Aortic Aneurysm/mortality , Hospitalization/statistics & numerical data , Hospitalization/trends , Adult , Hospital Mortality/trends , Aged, 80 and over , Aortic Aneurysm, Abdominal/epidemiology , Aortic Aneurysm, Abdominal/mortality , Young Adult , Adolescent
3.
Ann Med ; 56(1): 2357224, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38779715

ABSTRACT

BACKGROUND: Abdominal aortic aneurysm (AAA) is highly lethal upon onset of acute aortic diseases (AAD) or rupture. Dyslipidaemia and hyperuricaemia are important risk factors for the development of AAA and AAD as well as aortic disease-related death. The aim of this study was to explore whether uric acid (UA) to high-density lipoprotein cholesterol (HDL-C) ratio (UHR) can be used as an independent predictor of the presence of AAA or AAD. METHODS: Three hundred subjects, including 100 AAA patients (AAA group), 100 AAD patients (AAD group) and 100 controls (CON group), were recruited in this study. UHR and other serum samples were obtained upon the patients' admission before any medical treatment. The optimal cut-off points of UHR were determined using receiver operating characteristic (ROC) curve analysis. RESULTS: The UHR in AAA group was significantly higher than that in CON group, but there was no significant difference between AAD group and CON group. The optimal cut-off point of UHR for AAA was 7.78 (sensitivity 84.7%, specificity 62.4%, and AUC 0.811; p < 0.001), and UHR (OR: 1.122, 95%CI: 1.064-1.184; p < 0.001) was found to be an independent factor for predicting AAA after adjusting for traditional AAA risk factor. CONCLUSION: UHR can be widely used in clinical practice as an auxiliary tool for screening AAA. The optimal cut-off point for UHR to AAA was determined for the first time in Chinese subjects.


Subject(s)
Aortic Aneurysm, Abdominal , Cholesterol, HDL , Uric Acid , Humans , Aortic Aneurysm, Abdominal/blood , Aortic Aneurysm, Abdominal/diagnosis , Aortic Aneurysm, Abdominal/epidemiology , Uric Acid/blood , Male , Female , Cholesterol, HDL/blood , Aged , Middle Aged , ROC Curve , Risk Factors , Case-Control Studies , Biomarkers/blood , Predictive Value of Tests , Hyperuricemia/blood , Hyperuricemia/diagnosis , Hyperuricemia/complications
4.
Vasc Health Risk Manag ; 20: 69-75, 2024.
Article in English | MEDLINE | ID: mdl-38435054

ABSTRACT

Background: The advent of endovascular techniques has revolutionised the treatment of abdominal aortic aneurysms (AAA). Many countries have seen a transition from open AAA repair (OAR) to endovascular AAA repair (EVAR) over the past 25 years. The only study done in Australia that describes this change was done in the private sector. Majority of healthcare in Australia is delivered through the public, universal healthcare system. The aim of this study was to evaluate the trends in AAA repair in the Australian public sector over the past two decades. Methods: The Australian Institute of Health and Welfare (AIHW) Procedures Data Cubes from the National Hospitals Data Collection was used to extract data pertaining to AAA repairs from 2000 to 2021. Population data from the Australian Bureau of Statistics was used to calculate incidence of each type of repair per 100,000 population. Results: There were 65,529 AAA repairs performed in the Australian public sector from 2000 to 2021. EVARs accounted for 64.4% (42,205) and OARs accounted for 35.6% (23, 324) of them. EVAR surpassed OAR as the preferred method of AAA repair in 2006. This trend was observed in both males and females and across all age groups. Conclusion: There was a consistent and steady transition from OAR to EVAR over the 21 year period with EVAR surpassing OAR as the preferred method of AAA repair relatively early in Australia compared to other countries. Further research that investigates medium- and long-term outcomes of newer stent grafts is needed to further ascertain the continued viability and effectiveness of this trend in AAA treatment.


Subject(s)
Aortic Aneurysm, Abdominal , Endovascular Procedures , Female , Male , Humans , Australia/epidemiology , Aortic Aneurysm, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/epidemiology , Aortic Aneurysm, Abdominal/surgery , Endovascular Procedures/adverse effects , Public Sector
5.
N Z Med J ; 137(1591): 30-40, 2024 Mar 08.
Article in English | MEDLINE | ID: mdl-38452230

ABSTRACT

AIM: Ruptured abdominal aortic aneurysm (rAAA) is associated with a high mortality rate which, is especially significant in rural and provincial regions. In Aotearoa New Zealand, Maori experience higher rates of AAA and worse overall medium-term survival following AAA repair. This study aimed to understand the prevalence of incidental AAA on routine abdominal computed tomography (CT) scans over 12 months. METHOD: A retrospective review of all abdominal CT scans performed on patients ≥50 years at Gisborne Hospital between 1 December 2018-1 December 2019 was performed. RESULTS: A total of 811 scans were reviewed, with 42 incidental AAA detected (5.2%). The majority of incidental AAA were in males aged ≥65 (65.8%), with a higher prevalence for Maori compared to New Zealand European (NZE) (16.2% vs 8.1%, p=0.052). This pattern was also seen in females, aged ≥65 (10.9% in Maori vs 3.8% in NZE, p=0.047). CONCLUSION: The detection of AAA on routine abdominal CT scans appears to be a useful adjunct in lieu of targeted AAA screening in our region. A high prevalence of incidental AAA (5.2%) over 12 months, with a significantly higher prevalence noted in Maori males and females ≥65 years (16.2% and 10.9%), was observed.


Subject(s)
Aortic Aneurysm, Abdominal , Aortic Rupture , Female , Humans , Male , Aortic Aneurysm, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/epidemiology , Aortic Aneurysm, Abdominal/complications , Aortic Rupture/complications , Maori People , New Zealand/epidemiology , Retrospective Studies , Risk Factors , Tomography, X-Ray Computed , Aged
6.
Nutr Metab Cardiovasc Dis ; 34(4): 935-943, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38403481

ABSTRACT

BACKGROUND AND AIMS: Guidelines no longer recommend low-fat diets and currently recommend more plant-based diets to reduce atherosclerotic cardiovascular disease (ASCVD) risk. Furthermore, these guidelines have consistently recommended salt-reduced diets. This article describes current self-reported use and time-trends in the self-reported use of low-fat, low-salt and vegetarian diets in ASCVD patients and examines patient characteristics associated with each diet. METHODS AND RESULTS: 9005 patients with ASCVD included between 1996 and 2019 in the UCC-SMART cohort were studied. The prevalence of self-reported diets was assessed and multi-variable logistic regression was used to identify the determinants of each diet. Between 1996-1997 and 2018-2019, low-fat diets declined from 22.4 % to 3.8 %, and low-salt diets from 14.7 % to 4.6 %. The prevalence of vegetarian diets increased from 1.1 % in 1996-1997 to 2.3 % in 2018-2019. Patients with cerebrovascular disease (CeVD) and peripheral artery disease or an abdominal aortic aneurysm (PAD/AAA) were less likely to report a low-salt diet than coronary artery disease (CAD) patients (OR 0.62 [95%CI 0.49-0.77] and 0.55 [95%CI 0.41-0.72]). CONCLUSION: In the period 1996 to 2019 amongst patients with ASCVD, the prevalence of self-reported low-fat diets was low and decreased in line with changes in recommendations in major guidelines. The prevalence of self-reported vegetarian diets was low but increased in line with societal and guideline changes. The prevalence of self-reported low-salt diets was low, especially in CeVD and PAD/AAA patients compared to CAD patients, and decreased over time. Renewed action is needed to promote low-salt diets in ASCVD patients.


Subject(s)
Aortic Aneurysm, Abdominal , Atherosclerosis , Cardiovascular Diseases , Cerebrovascular Disorders , Coronary Artery Disease , Peripheral Arterial Disease , Humans , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/prevention & control , Self Report , Prevalence , Diet, Fat-Restricted , Risk Factors , Coronary Artery Disease/epidemiology , Atherosclerosis/epidemiology , Cerebrovascular Disorders/diagnosis , Cerebrovascular Disorders/epidemiology , Cerebrovascular Disorders/prevention & control , Peripheral Arterial Disease/epidemiology , Aortic Aneurysm, Abdominal/epidemiology , Diet, Vegetarian , Sodium Chloride, Dietary/adverse effects
8.
Heart Lung Circ ; 33(3): 304-309, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38326133

ABSTRACT

BACKGROUND: Atrial fibrillation (AF) screening was incorporated into an abdominal aortic aneurysm screening (AAA) program for New Zealand (NZ) Maori. METHODS: AF screening was performed as an adjunct to AAA screening of Maori men aged 60-74 years and women aged 65-74 years registered with primary health care practices in Auckland, NZ. Pre-existing AF was determined through coded diagnoses or medications in the participant's primary care record. Subsequent audit of the record assessed accuracy of pre-screening coding, medication use and clinical follow-up. RESULTS: Among 1,933 people successfully screened, the prevalence of AF was 144 (7.4%), of which 46 (2.4% of the cohort) were patients without AF coded in the medical record. More than half of these were revealed to be known AF but that was not coded. Thus, the true prevalence of newly detected AF was 1.1% (n=21). An additional 48 (2.5%) of the cohort had been coded as AF but were not in AF at the time of screening. Among the 19 at-risk screen-detected people with AF, 10 started appropriate anticoagulation therapy within 6 months. Of the nine patients who did not commence anticoagulation therapy, five had a subsequent adverse clinical outcome in the follow-up period, including one with ischaemic stroke; two had contraindications to anticoagulants. Among those with previously diagnosed AF, the proportion receiving anticoagulation therapy rose from 57% pre-screening to 83% at 6 months post-screening (p<0.0001); among newly diagnosed AF the proportion rose from 0% to 53% (p<0.01). CONCLUSIONS: AF screening is a feasible low-cost adjunct to AAA screening with potential to reduce ethnic inequities in stroke incidence. However, effective measures are needed to ensure that high-risk newly diagnosed AF is managed according to best practice guidelines.


Subject(s)
Aortic Aneurysm, Abdominal , Atrial Fibrillation , Brain Ischemia , Stroke , Female , Humans , Male , Anticoagulants/therapeutic use , Aortic Aneurysm, Abdominal/diagnosis , Aortic Aneurysm, Abdominal/epidemiology , Aortic Aneurysm, Abdominal/chemically induced , Atrial Fibrillation/diagnosis , Atrial Fibrillation/epidemiology , Atrial Fibrillation/drug therapy , Maori People , Mass Screening , New Zealand/epidemiology , Prevalence , Stroke/etiology , Middle Aged , Aged
9.
BJS Open ; 8(1)2024 Jan 03.
Article in English | MEDLINE | ID: mdl-38195162

ABSTRACT

BACKGROUND: First-degree relatives of patients with abdominal aortic aneurysm (AAA) may have an increased risk of developing the disease. The primary aim was to report the prevalence of AAA in adult male and female offspring of patients with AAA. The secondary aim was to explore the efficiency of a registry-based detection route, and the third aim was to report contemporary prevalence in the population. METHODS: Adult offspring of individuals with AAA and matched controls were identified through national registries. The examination included questionnaires and ultrasound examinations of the infrarenal aorta. Aortic pathology was defined as an aortic diameter ≥25 mm, AAA ≥30 mm. RESULTS: The participation rate among male and female adult offspring was 64% (350/543) and 69% (402/583), respectively. A lower participation rate was found in male and female controls (51% and 52%). No difference in prevalence of AAA was observed between male adult offspring and controls (0.9%, c.i. 0.2 to 2.3%) or in the female population (prevalence of 0.2% in adult offspring and controls). Aortic pathology and previously diagnosed AAA were detected in 5.3% (c.i. 3.3 to 8.0%) of male adult offspring and 2.3% (c.i. 1.1 to 4.2%) in controls. Aortic pathology was more prevalent among adult offspring of females with AAA. CONCLUSION: The prevalence of AAA in the general population is low, but aortic pathology is notably higher among male first-degree relatives. Increased awareness should be directed towards individuals with a possible hereditary predisposition, particularly offspring of females with AAA and older smokers. Risk factor-based targeted screening of adult offspring of patients with AAA after registry-based detection should be further explored. TRIAL REGISTRATION: ClinicalTrials.gov identifier, NCT4623268.


Subject(s)
Adult Children , Aortic Aneurysm, Abdominal , Adult , Humans , Female , Male , Prevalence , Aortic Aneurysm, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/epidemiology , Aorta, Abdominal , Genetic Predisposition to Disease
10.
Sci Rep ; 14(1): 781, 2024 01 08.
Article in English | MEDLINE | ID: mdl-38191895

ABSTRACT

The major causes of death in patients with abdominal aortic aneurysm (AAA) are cardiovascular disease and cancer. The purpose of this study was to evaluate the effect of AAA on long-term survival in lung cancer patients. All patient data with degenerative type AAA and lung cancer over 50 years of age during the period 2009 to 2018 was collected retrospectively from a National Health Insurance Service (NHIS) administrative database and matched to lung cancer patients without AAA by age, sex, metastasis, and other comorbidities. Mortality rate was compared between the groups. A total of 956 AAA patients who could be matched with patients without AAA were included, and 3824 patients in the matched group were used for comparison. Patients with AAA showed higher risk of death compared with the matched cohort (adjusted hazard ratio (HR) 1.14, 95% confidence interval (CI) 1.06-1.23, p < 0.001). When compared to a matched group of untreated AAA patients, patients with of history of AAA exhibited a significantly increased risk of overall mortality [HR (95%CI) 1.219 (1.113-1.335), p < .001, adjusted HR (95% CI) 1.177 (1.073-1.291), p = .001]. By contrast, mortality risk of AAA patients treated either by endovascular abdominal aortic repair or open surgical repair was not significantly different from that of the matched group (p = 0.079 and p = 0.625, respectively). The mortality risk was significantly higher when AAA was present in lung cancer patients, especially in patients with unrepaired AAA, suggesting the need for continuous cardiovascular risk management.


Subject(s)
Aortic Aneurysm, Abdominal , Cardiovascular Diseases , Lung Neoplasms , Humans , Middle Aged , Retrospective Studies , Aortic Aneurysm, Abdominal/epidemiology , Databases, Factual
12.
Eur J Radiol ; 171: 111286, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38215531

ABSTRACT

PURPOSE: This study aimed to evaluate the association between the outflow morphology and abdominal aortic aneurysm (AAA) rupture risk, to find risk factors for future prediction models. MATERIALS AND METHODS: We retrospectively analyzed 46 patients with ruptured AAAs and 46 patients with stable AAAs using a 1:1 match for sex, age, and maximum aneurysm diameter. The chi-square test, paired t-test, and Wilcoxon signed-rank test were used to compare variables. Logistic regression was performed to evaluate variables potentially associated with AAA rupture. Receiver operating characteristic curve analysis and the area under the curve (AUC) were used to assess the regression models. RESULTS: Ruptured AAAs had a shorter proximal aortic neck (median (interquartile range, IQR): 24.0 (9.4-34.2) mm vs. 33.3 (20.0-52.8) mm, p = 0.004), higher tortuosity (median(IQR): 1.35 (1.23-1.49) vs. 1.29 (1.23-1.39), p = 0.036), and smaller minimum luminal area of the right common iliac artery (CIA) (median (IQR): 86.7 (69.9-126.4) mm2 vs. 118.9 (86.3-164.1)mm2, p = 0.001) and left CIA (median(IQR): 92.2 (67.3,125.1) mm2 vs. 110.7 (80.12, 161.1) mm2, p = 0.010) than stable AAA did. Multiple regression analysis demonstrated significant associations of the minimum luminal area of the bilateral CIAs (odds ratio [OR] = 0.996, 95 % confidence interval [CI] 0.991-0.999, p = 0.037), neck length (OR = 0.969, 95 % CI 0.941-0.993, p = 0.017), and aneurysm tortuosity (OR = 1.031, 95 % CI 1.003-1.063, p = 0.038) with ruptured AAAs. The AUC of this regression model was 0.762 (95 % CI 0.664-0.860, p < 0.001). CONCLUSIONS: The smaller minimum luminal area of the CIA is associated with an increased risk of rupture. This study highlights the potential of utilizing outflow parameters as novel and additional tools in risk assessment. It also provides a compelling rationale to further intensify research in this area.


Subject(s)
Aortic Aneurysm, Abdominal , Aortic Rupture , Humans , Retrospective Studies , Aortic Rupture/diagnostic imaging , Aortic Rupture/epidemiology , Aortic Aneurysm, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/epidemiology , Risk Factors , Risk Assessment
13.
J Vasc Surg ; 79(5): 1057-1067.e2, 2024 May.
Article in English | MEDLINE | ID: mdl-38185212

ABSTRACT

OBJECTIVE: The United States Preventative Services Task Force guidelines for screening for abdominal aortic aneurysms (AAA) are broad and exclude many at risk groups. We analyzed a large AAA screening database to examine the utility of a novel machine learning (ML) model for predicting individual risk of AAA. METHODS: We created a ML model to predict the presence of AAAs (>3 cm) from the database of a national nonprofit screening organization (AAAneurysm Outreach). Participants self-reported demographics and comorbidities. The model is a two-layered feed-forward shallow network. The ML model then generated AAA probability based on patient characteristics. We evaluated graphs to determine significant factors, and then compared those graphs with a traditional logistic regression model. RESULTS: We analyzed a cohort of 10,033 patients with an AAA prevalence of 2.74%. Consistent with logistic regression analysis, the ML model identified the following predictors of AAA: Caucasian race, male gender, advancing age, and recent or past smoker with recent smoker having a more profound affect (P < .05). Interestingly, the ML model showed body mass index (BMI) was associated with likelihood of AAAs, especially for younger females. The ML model also identified a higher than predicted risk of AAA in several groups, including female nonsmokers with cardiac disease, female diabetics, those with a family history of AAA, and those with hypertension or hyperlipidemia at older ages. An elevated BMI conveyed a higher than expected risk in male smokers and all females. The ML model also identified a complex relationship of both diabetes mellitus and hyperlipidemia with gender. Family history of AAA was a more important risk factor in the ML model for both men and women too. CONCLUSIONS: We successfully developed an ML model based on an AAA screening database that unveils a complex relationship between AAA prevalence and many risk factors, including BMI. The model also highlights the need to expand AAA screening efforts in women. Using ML models in the clinical setting has the potential to deliver precise, individualized screening recommendations.


Subject(s)
Aortic Aneurysm, Abdominal , Hyperlipidemias , Humans , Male , Female , United States , Aortic Aneurysm, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/epidemiology , Risk Factors , Prevalence , Machine Learning , Patient Care , Hyperlipidemias/complications , Mass Screening , Ultrasonography/adverse effects
14.
J Vasc Surg ; 79(4): 776-783, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38242252

ABSTRACT

OBJECTIVE: Despite recommendations by the United States Preventive Services Task Force and the Society for Vascular Surgery, adoption of screening for abdominal aortic aneurysms (AAAs) remains low. One challenge is the low prevalence of AAAs in the unscreened population, and therefore a low detection rate for AAA screenings. We sought to use machine learning to identify factors associated with the presence of AAAs and create a model to identify individuals at highest risk for AAAs, with the aim of increasing the detection rate of AAA screenings. METHODS: A machine-learning model was trained using longitudinal medical records containing lab results, medications, and other data from our institutional database. A retrospective cohort study was performed identifying current or past smoking in patients aged 65 to 75 years and stratifying the patients by sex and smoking status as well as determining which patients had a confirmed diagnosis of AAA. The model was then adjusted to maximize fairness between sexes without significantly reducing precision and validated using six-fold cross validation. RESULTS: Validation of the algorithm on the single-center institutional data utilized 18,660 selected patients over 2 years and identified 314 AAAs. There were 41 factors identified in the medical record included in the machine-learning algorithm, with several factors never having been previously identified to be associated with AAAs. With an estimated 100 screening ultrasounds completed monthly, detection of AAAs is increased with a lift of 200% using the algorithm as compared with screening based on guidelines. The increased detection of AAAs in the model-selected individuals is statistically significant across all cutoff points. CONCLUSIONS: By utilizing a machine-learning model, we created a novel algorithm to detect patients who are at high risk for AAAs. By selecting individuals at greatest risk for targeted screening, this algorithm resulted in a 200% lift in the detection of AAAs when compared with standard screening guidelines. Using machine learning, we also identified several new factors associated with the presence of AAAs. This automated process has been integrated into our current workflows to improve screening rates and yield of high-risk individuals for AAAs.


Subject(s)
Aortic Aneurysm, Abdominal , Smoking , Humans , United States , Risk Factors , Retrospective Studies , Smoking/adverse effects , Aortic Aneurysm, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/epidemiology , Mass Screening/methods , Machine Learning , Ultrasonography
15.
Abdom Radiol (NY) ; 49(2): 642-650, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38091064

ABSTRACT

PURPOSE: To detect and assess abdominal aortic aneurysms (AAAs) on CT in a large asymptomatic adult patient population using fully-automated deep learning software. MATERIALS AND METHODS: The abdominal aorta was segmented using a fully-automated deep learning model trained on 66 manually-segmented abdominal CT scans from two datasets. The axial diameters of the segmented aorta were extracted to detect the presence of AAAs-maximum axial aortic diameter greater than 3 cm were labeled as AAA positive. The trained system was then externally-validated on CT colonography scans of 9172 asymptomatic outpatients (mean age, 57 years) referred for colorectal cancer screening. Using a previously-validated automated calcified atherosclerotic plaque detector, we correlated abdominal aortic Agatston and volume scores with the presence of AAA. RESULTS: The deep learning software detected AAA on the external validation dataset with a sensitivity, specificity, and AUC of 96%, (95% CI 89%, 100%), 96% (96%, 97%), and 99% (98%, 99%) respectively. The Agatston and volume scores of reported AAA-positive cases were statistically significantly greater than those of reported AAA-negative cases (p < 0.0001). Using plaque alone as a AAA detector, at a threshold Agatston score of 2871, the sensitivity and specificity were 84% (73%, 94%) and 87% (86%, 87%), respectively. CONCLUSION: Fully-automated detection and assessment of AAA on CT is feasible and accurate. There was a strong statistical association between the presence of AAA and the quantity of abdominal aortic calcified atherosclerotic plaque.


Subject(s)
Aortic Aneurysm, Abdominal , Plaque, Atherosclerotic , Adult , Humans , Middle Aged , Aortic Aneurysm, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/epidemiology , Aorta, Abdominal/diagnostic imaging , Tomography, X-Ray Computed , Sensitivity and Specificity
16.
Crit Pathw Cardiol ; 23(1): 17-19, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-37944006

ABSTRACT

BACKGROUND: Early detection and follow-up of abdominal aortic aneurysm (AAA) are important and can be lifesaving. The goal of this study was to evaluate if routine abdominal aorta screenings during echocardiograms can be helpful in detecting asymptomatic abdominal aortic aneurysm. METHODS: We retrospective studied consecutive patients who were sent for outpatient routine echocardiograms for various clinical reasons in 2015-2017 until we reached a total of 1000 patients. Starting from the subcostal and then proceeding to the abdomen, a long-axis screening of the abdominal aorta was attempted on all of the patients after the echocardiogram was completed. No patient preparation was given. Imaging began from the subcostal view and proceeded caudally with images obtained every 1-2 cm. Measurement of the aortic diameter was performed from the longitudinal plane using the leading-edge-to-leading-edge method. RESULTS: The age range was 33-96 years with a median age of 72.4. A total of 273 (27.3%) patients did not have an appropriate window to evaluate AAA. Among the remaining 727 screenings, 18 (2.4%) had dilatation of abdominal aorta or AAA. The dilatation and aneurysms ranged between 2.5 and 4.5 cm in size. Abnormal aortic diameters were as follows: 5 (27.7%) were between 2.5 and 2.9 cm, 6 (33.3%) between 3 and 3.4 cm, 1 (5.5%) between 3.5 and 3.9, 5 (27.7%) between 4.0 and 4.4 cm, and 1 (5.5%) between 4.5 and 4.9 cm. CONCLUSIONS: Performing routine abdominal aortic examinations during routine echocardiographic exams can detect a significant amount of abdominal aortic aneurysm which can be lifesaving. We suggest adding abdominal aortic assessment to routine echocardiographic examination.


Subject(s)
Aortic Aneurysm, Abdominal , Humans , Adult , Middle Aged , Aged , Aged, 80 and over , Retrospective Studies , Aortic Aneurysm, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/epidemiology , Echocardiography , Aorta, Abdominal/diagnostic imaging
17.
Eur J Prev Cardiol ; 31(1): 61-74, 2024 Jan 05.
Article in English | MEDLINE | ID: mdl-37665957

ABSTRACT

AIMS: The aim of this study is to investigate how genetic variations in genes related to oxidative stress, intake of antioxidant vitamins, and any potential interactions between these factors affect the incidence of intact abdominal aortic aneurysm (AAA) and its rupture (rAAA), accounting for sex differences where possible. METHODS AND RESULTS: The present retrospective cohort study (n = 25 252) uses baseline single-nucleotide polymorphisms (SNPs) and total antioxidant vitamin intake data from the large population-based, Malmö Diet and Cancer Study. Cumulative incidence of intact AAA was 1.6% and of rAAA 0.3% after a median follow-up of 24.3 years. A variant in NOX3 (rs3749930) was associated with higher rAAA risk in males [adjusted hazard ratio (aHR): 2.49; 95% confidence interval (CI): 1.36-4.35] and the overall population (aHR: 1.88; 95% CI: 1.05-3.37). Higher intakes of antioxidant vitamins, riboflavin, and folate were associated with 20% and 19% reduced intact AAA incidence, respectively. Interestingly, the inverse associations between riboflavin and vitamin D intake with intact AAA incidence were stronger in the individuals carrying the NOX3 variant as compared with the wild-type recessive genotype, i.e. by 60% and 66%, respectively (P for interaction < 0.05). Higher riboflavin intake was associated with a 33% male-specific intact AAA risk reduction, while higher intake of vitamin B12 intake was associated with 55% female-specific intact AAA risk increase; both these associations were significantly modified by sex (P for interaction < 0.05). CONCLUSIONS: Our findings highlight the role of oxidative stress genetic variations and antioxidant vitamin intake in AAA. Although a low AAA/rAAA sample size limited some analyses, especially in females, our findings highlight the need for future randomized controlled trials and mechanistic studies, to explore the potential benefits of antioxidant vitamins while accounting for genetic and sex differences.


Abdominal aortic aneurysm (AAA) is an old age-related disease with lethal complication in the form of rupture (rAAA). Present study aimed to understand how genetic variations in oxidative stress­related genes and the intake of antioxidant vitamins influence the risk of AAA and rAAA. The study identified specific genetic differences associated with an increased risk of rAAA. Interestingly, higher intakes of riboflavin and folate were linked to a reduced risk of AAA. Interestingly, we observe that both genetics and sex modify the effect of vitamin intake on intact AAA risk, providing new insight into the individual differences in the benefits of vitamins. Although the low sample for rAAA and females limits some conclusions, the findings emphasize the need for future randomized controlled trials to explore the potential benefits of antioxidant vitamins while accounting for genetic and sex differences.


Subject(s)
Aortic Aneurysm, Abdominal , Aortic Rupture , Humans , Male , Female , Retrospective Studies , Antioxidants , Sweden/epidemiology , Risk Factors , Aortic Aneurysm, Abdominal/diagnosis , Aortic Aneurysm, Abdominal/epidemiology , Aortic Aneurysm, Abdominal/genetics , Aortic Rupture/complications , Vitamin A , Oxidative Stress , Vitamins , Riboflavin , Genetic Variation
18.
J Vasc Surg ; 79(1): 44-54, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37657685

ABSTRACT

OBJECTIVE: Given the ongoing nature of research in the social determinants space and urges to improve United States Preventive Services Task Force screening efforts for abdominal aortic aneurysms (AAAs), this project aims to characterize the association between the level of socioeconomic deprivation, rurality, and ruptured AAA (rAAA) presentation across the United States. METHODS: We queried the Vascular Quality Initiative registry (2010-2019) for patients with AAAs. The area deprivation index (ADI) is an index from 1 to 100 used to capture socioeconomic status. ADI was grouped into quintiles, with the most deprived regions being quintile 5 and having the highest ADI index. Multivariable logistic regression assessed the association between ADI, rurality, and rAAA presentation overall and before age 65. RESULTS: Of the 82,909 patients included, 11,458 patients (14%) resided in the most socioeconomically deprived regions, and 18,083 patients (22%) lived in rural regions. Overall, 6831 patients (8.2%) experienced an rAAA, with 4696 patients (69%) residing in the three most deprived quintiles. Most patients underwent endovascular repair (n = 67,933; 82%), followed by open repair (n = 14,976; 18%). On multivariable analysis, residence in the most socioeconomically deprived region was associated with a near 1.5-fold increased odds of presenting with an rAAA compared with a residence in the least deprived regions (odds ratio [OR], 1.46; 95% confidence interval [CI], 1.31-1.63; P < .001), whereas urban residence was associated with a decreased odds to present with an rAAA compared with rural residence (OR, 0.84; 95% CI, 0.79-0.89; P < .001). When stratifying the study population by the United States Preventive Services Task Force recommended age for AAA screening (65 years old), 14,147 patients (17%) were under 65. Of those under 65, 1381 patients (9.8%) experienced a rAAA, and 9955 patients (71%) resided in the three most deprived quintiles. Residence in the most socioeconomically deprived region was associated with an increased odds of presenting with an rAAA compared with residence in the least deprived region (OR, 1.31; 95% CI, 1.01-1.69; P = .042). However, there were no significant associations between rural residence and increased rAAA presentation among individuals under 65 (OR, 1.07; 95% CI, 0.93-1.23; P = .36). CONCLUSIONS: Among all patients in this study, patients residing in highly socioeconomically deprived or rural regions were more likely to present with an rAAA, but among those under 65, only residence in a socioeconomically deprived area was associated with increased odds of rAAA presentation. Understanding the effects of socioeconomic deprivation on rAAA presentation can identify at-risk populations for early AAA screening before rupture.


Subject(s)
Aortic Aneurysm, Abdominal , Aortic Rupture , Endovascular Procedures , Humans , United States/epidemiology , Aged , Treatment Outcome , Aortic Rupture/diagnostic imaging , Aortic Rupture/epidemiology , Risk Factors , Aortic Aneurysm, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/epidemiology , Aortic Aneurysm, Abdominal/surgery , Socioeconomic Factors , Retrospective Studies
19.
Curr Probl Cardiol ; 49(2): 102249, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38040214

ABSTRACT

AIMS: The aim of our study was to determine a correlation between rates and number of patients admitted with ruptured abdominal aortic aneurysms (rAAA) in Italian regions with different levels of atmospheric pollution. METHODS: We analyzed a possible correlation between the number and rate (ruptured versus not ruptured) of patients with rAAA admitted in eight Italian regions with different levels of atmospheric pollution. RESULTS: Number and rates of patients with rAAA were statistically correlated with levels of air pollution and low air temperature (RR = 1.90, 95% CI: 1.42, 2.1.0) (p<0.01). Even if low temperatures amplified the correlation between admissions for rAAA and PMs exposure, also during Summer and Spring there were sudden increases of the number of admissions for rAAA patients in periods with higher air pollution. The regions with high levels of atmospheric pollution had higher rates of admissions of patients with rAAA in comparison with regions with low level of air pollution. However, there was no difference between regions with low and very low level of atmospheric pollution. Mean age, sex distribution, exposure to established risk factors were similar for the population of the eight analyzed Italian regions. CONCLUSIONS: The findings of this study highlight the potential to reduce AAA related mortality and burden by addressing the negative effects of exposure to high levels of atmospheric pollution. The possibility of a dose-dependent effect of atmospheric pollution on the cardiovascular system opens research initiatives and discussions about when and how to modulate interventions to reduce atmospheric pollutants.


Subject(s)
Air Pollution , Aortic Aneurysm, Abdominal , Aortic Rupture , Humans , Aortic Aneurysm, Abdominal/epidemiology , Aortic Aneurysm, Abdominal/etiology , Aortic Rupture/epidemiology , Aortic Rupture/etiology , Hospitalization , Air Pollution/adverse effects , Risk Factors , Italy/epidemiology
20.
Nutr Metab Cardiovasc Dis ; 34(4): 953-962, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38161123

ABSTRACT

BACKGROUND AND AIMS: Abdominal aortic aneurysm (AAA) is the second most common aortic pathological manifestation. Metabolic dysfunction-associated fatty liver disease (MAFLD) has a wide impact on the cardiovascular system and may be a risk factor for AAA. The aim of this study was to investigate whether MAFLD is associated with the risk of AAA. METHODS AND RESULTS: We used data from the prospective UK Biobank cohort study. MAFLD is defined as hepatic steatosis plus metabolic abnormality, type 2 diabetes, or overweight/obesity. AAA is collected by ICD-10 code. Cox regression was established to analyze the association between MAFLD and AAA. A total of 370203 participants were included; the average age of the participants was 56.7 ± 8.0 years, and 134649 (36.4 %) were diagnosed with MAFLD. During the 12.5 years of follow-up, 1561 (0.4 %) participants developed AAA. After fully adjusting for confounding factors, individuals with MAFLD had a significantly increased risk of AAA (HR 1.521, 95 % CI 1.351-1.712, p < 0.001). Importantly, the risk of AAA increases with the severity of MAFLD as assessed by fibrosis scores. These associations were consistent according to sex, weight, and alcohol consumption but weaker in elderly or diabetics (P for interaction <0.05). The association between the MAFLD phenotype and AAA was independent of the polygenic risk score. Additionally, MAFLD was not associated with thoracic aortic aneurysm or aortic dissection events. CONCLUSIONS: There was a significant relationship between MAFLD and AAA. These findings strongly recommend early prevention of AAA by intervening in MAFLD.


Subject(s)
Aortic Aneurysm, Abdominal , Diabetes Mellitus, Type 2 , Non-alcoholic Fatty Liver Disease , Aged , Humans , Middle Aged , Cohort Studies , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/epidemiology , Prospective Studies , Non-alcoholic Fatty Liver Disease/diagnosis , Non-alcoholic Fatty Liver Disease/epidemiology , Aortic Aneurysm, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/epidemiology
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