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1.
Sci Rep ; 14(1): 11768, 2024 05 23.
Article in English | MEDLINE | ID: mdl-38782971

ABSTRACT

Accurate selection of sampling positions is critical in renal artery ultrasound examinations, and the potential of utilizing deep learning (DL) for assisting in this selection has not been previously evaluated. This study aimed to evaluate the effectiveness of DL object detection technology applied to color Doppler sonography (CDS) images in assisting sampling position selection. A total of 2004 patients who underwent renal artery ultrasound examinations were included in the study. CDS images from these patients were categorized into four groups based on the scanning position: abdominal aorta (AO), normal renal artery (NRA), renal artery stenosis (RAS), and intrarenal interlobular artery (IRA). Seven object detection models, including three two-stage models (Faster R-CNN, Cascade R-CNN, and Double Head R-CNN) and four one-stage models (RetinaNet, YOLOv3, FoveaBox, and Deformable DETR), were trained to predict the sampling position, and their predictive accuracies were compared. The Double Head R-CNN model exhibited significantly higher average accuracies on both parameter optimization and validation datasets (89.3 ± 0.6% and 88.5 ± 0.3%, respectively) compared to other methods. On clinical validation data, the predictive accuracies of the Double Head R-CNN model for all four types of images were significantly higher than those of the other methods. The DL object detection model shows promise in assisting inexperienced physicians in improving the accuracy of sampling position selection during renal artery ultrasound examinations.


Subject(s)
Deep Learning , Renal Artery Obstruction , Renal Artery , Ultrasonography, Doppler, Color , Humans , Renal Artery/diagnostic imaging , Ultrasonography, Doppler, Color/methods , Female , Male , Renal Artery Obstruction/diagnostic imaging , Middle Aged , Aged , Adult
2.
Sci Rep ; 14(1): 11773, 2024 05 23.
Article in English | MEDLINE | ID: mdl-38783071

ABSTRACT

Patients with ischemic cerebrovascular disease (ICVD) frequently develop concomitant peripheral artery disease (PAD) or renal artery stenosis (RAS), and multiterritorial atherosclerotic patients usually have a worse prognosis. We aimed to evaluate the status of peripheral atherosclerosis (AS) and cervicocephalic AS (CAS) in ICVD patients with AS, their correlation, and related risk factors contributing to coexisting cervicocephalic-peripheral AS (CPAS). Based on the severity and extent of AS evaluated by computed tomography angiography and ultrasound, the degree of AS was triple categorized to assess the correlation between CAS and PAD/RAS. CAS and PAD/RAS were defined as the most severe stenosis being ≥ 50% luminal diameter in cervicocephalic or lower limb arteries, and a peak systolic velocity at the turbulent site being ≥ 180 cm/s in the renal artery. Among 403 patients with symptom onset within 30 days, CAS, PAD, and RAS occurrence rates were 68.7%, 25.3%, and 9.9%, respectively. PAD was independently associated with the degree of extracranial and intracranial CAS (p = 0.042, OR = 1.428, 95% CI 1.014-2.012; p = 0.002, OR = 1.680, 95% CI 1.206-2.339), while RAS was independently associated with the degree of extracranial CAS (p = 0.001, OR = 2.880, 95% CI 1.556-5.329). Independent CPAS risk factors included an ischemic stroke history (p = 0.033), increased age (p < 0.01), as well as elevated fibrinogen (p = 0.021) and D-dimer levels (p = 0.019). In conclusion, the occurrence rates of RAS and PAD in ICVD patients with AS is relatively high, and with the severity of RAS or PAD increase, the severity of CAS also increase. Strengthening the evaluation of peripheral AS and controlling elevated fibrinogen might be crucial for preventing and delaying the progression of multiterritorial AS in ICVD patients with AS, thereby improving risk stratification and promoting more effective prevention and treatment strategies.


Subject(s)
Peripheral Arterial Disease , Humans , Female , Male , Risk Factors , Aged , Middle Aged , Peripheral Arterial Disease/etiology , Peripheral Arterial Disease/complications , Atherosclerosis/complications , Brain Ischemia/etiology , Computed Tomography Angiography , Cerebrovascular Disorders/etiology , Renal Artery Obstruction/complications , Renal Artery Obstruction/etiology , Renal Artery Obstruction/epidemiology
3.
Nephrol Ther ; 20(2): 131-139, 2024 05 15.
Article in French | MEDLINE | ID: mdl-38742299

ABSTRACT

Fibromuscular dysplasia (FMD) is a rare nonatherosclerotic, noninflammatory vascular disease affecting mostly renal and carotid arteries and is the second most frequent cause of renal artery stenosis. The symptomatology is dominated by arterial hypertension due to the frequent involvement of the renal arteries and depends on the location of the lesions. Most of the cases are middle-aged women of Caucasian origin. There are two subtypes based on angiographic aspect: multifocal FMD (80% of the cases) and focal FMD (rarer with a more balanced sex ratio). Angioplasty of the renal arteries is generally disappointing with less than 50% cure of hypertension. It appears necessary to improve our knowledge of the FMD and to optimize the selection of eligible patients for revascularization with transdisciplinary collegial therapeutic decision.


La dysplasie fibromusculaire (DFM) est une maladie rare caractérisée par des sténoses segmentaires non artérioscléreuses, non inflammatoires, des artères de moyens calibres, touchant surtout les artères rénales et les carotides. Elle constitue la seconde cause de sténoses des artères rénales. La symptomatologie dépend de la localisation des lésions et est dominée par l'hypertension artérielle (HTA) en raison de l'atteinte fréquente des artères rénales. Cette pathologie touche majoritairement les femmes caucasiennes d'âge moyen. Il en existe deux sous-types, basés sur l'aspect angiographique : la DFM multifocale (80 % des cas) et la DFM focale (plus rare, sex ratio plus équilibré). Les résultats des prises en charge interventionnelles s'avèrent globalement décevants avec moins de 50 % de guérison de l'HTA. Il est nécessaire d'améliorer nos connaissances sur la physiopathologie de la DFM et d'optimiser la sélection des patients éligibles à une revascularisation par une prise de décision thérapeutique collégiale, en réunion de concertation pluridisciplinaire.


Subject(s)
Fibromuscular Dysplasia , Renal Artery , Humans , Fibromuscular Dysplasia/complications , Renal Artery/diagnostic imaging , Renal Artery Obstruction/diagnostic imaging , Renal Artery Obstruction/etiology , Renal Artery Obstruction/complications
4.
BMJ Case Rep ; 17(4)2024 Apr 24.
Article in English | MEDLINE | ID: mdl-38663899

ABSTRACT

Renal artery stenosis can complicate the management of heart failure with reduced ejection fraction, as it is a conventional contraindication to the use of ACE inhibitors. We report a case in which bilateral renal artery revascularisation allowed the safe reintroduction of enalapril (and subsequently sacubitril valsartan) in a patient with severe left ventricular systolic dysfunction. There is a role for renal artery angioplasty in selected patients to allow optimal medical therapy for patients with heart failure due to impaired systolic function.


Subject(s)
Enalapril , Heart Failure , Renal Artery Obstruction , Renal Artery , Valsartan , Humans , Renal Artery Obstruction/surgery , Renal Artery Obstruction/complications , Renal Artery Obstruction/therapy , Renal Artery/surgery , Valsartan/therapeutic use , Enalapril/therapeutic use , Male , Tetrazoles/therapeutic use , Drug Combinations , Aminobutyrates/therapeutic use , Ventricular Dysfunction, Left , Biphenyl Compounds , Aged , Angiotensin Receptor Antagonists/therapeutic use
5.
Arch Dis Child ; 109(6): 497-502, 2024 May 17.
Article in English | MEDLINE | ID: mdl-38627026

ABSTRACT

BACKGROUND: 3D printing has been used in different medical contexts, although it is underutilised in paediatrics. We present the first use of 3D printing in the management of three paediatric patients with complex renovascular disease. METHODS: Patient-specific 3D models were produced from conventional 2D imaging and manufactured using 3D polyjet printing technology. All three patients had different underlying pathologies, but all underwent multiple endovascular interventions (renal artery balloon angioplasty) prior to 3D printing and subsequent vascular surgery. The models were verified by an expert radiologist and then presented to the multidisciplinary team to aid with surgical planning. RESULTS: Following evaluation of the 3D-printed models, all patients underwent successful uni/bilateral renal auto-transplants and aortic bypass surgery. The 3D models allowed more detailed preoperative discussions and more focused planning of surgical approach, therefore enhancing safer surgical planning. It influenced clinical decision-making and shortened general anaesthetic time. The families and the patients reported that they had a significantly improved understanding of the patient's condition and had more confidence in understanding proposed surgical intervention, thereby contributing to obtaining good-quality informed consent. CONCLUSION: 3D printing has a great potential to improve both surgical safety and decision-making as well as patient understanding in the field of paediatrics and may be considered in wider surgical areas.


Subject(s)
Printing, Three-Dimensional , Humans , Child , Male , Female , Renal Artery Obstruction/surgery , Renal Artery Obstruction/diagnostic imaging , Renal Artery Obstruction/therapy , Models, Anatomic , Child, Preschool , Angioplasty, Balloon/methods , Vascular Surgical Procedures/methods , Vascular Surgical Procedures/instrumentation
6.
Hypertension ; 81(4): 669-675, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38507507

ABSTRACT

Fibromuscular dysplasia is the most common cause of renovascular hypertension in young adults under 40 years old. It is potentially amenable to renal artery angioplasty, which frequently normalizes blood pressure. However, limited options exist if angioplasty is not technically possible, or restenosis occurs. Here, we describe 2 patients who presented with hypertension secondary to renal artery stenosis. In the first case, a young adult with hypertension secondary to renal artery stenosis (fibromuscular dysplasia), developed restenosis 11 weeks after an initially successful renal artery angioplasty. In the second case, a patient with neurofibromatosis type 1 was diagnosed with hypertension secondary to renal artery stenosis. Angioplasty was not possible due to multiple branch occlusions. Both individuals went on to have successful renal autotransplantations, which ultimately cured their hypertension. In this article, we review the background, indications, and blood pressure outcomes in relation to renal autotransplantation in nonatherosclerotic renal artery stenosis.


Subject(s)
Angioplasty, Balloon , Fibromuscular Dysplasia , Hypertension, Renovascular , Hypertension , Renal Artery Obstruction , Young Adult , Humans , Adult , Renal Artery Obstruction/complications , Renal Artery Obstruction/surgery , Transplantation, Autologous/adverse effects , Fibromuscular Dysplasia/complications , Fibromuscular Dysplasia/surgery , Hypertension/complications , Hypertension, Renovascular/surgery , Hypertension, Renovascular/complications
7.
Urol J ; 21(3): 195-199, 2024 May 06.
Article in English | MEDLINE | ID: mdl-38493318

ABSTRACT

Transplant renal artery stenosis is the most common vascular complication that occurs following kidney transplantation and can lead to graft dysfunction and even its loss. The present report describes A patient with endstage renal disease who underwent living related renal transplantation. He had oliguria and creatinine rise in the post-operative course but all doppler ultrasonography (DUS) during the 2 months post-operation for the renal graft showed a normal mean resistive index in the graft renal artery. Hemodialysis treatment started and continued for 4.5 months. On post-operative day 137, because of the patient's anuria and resistant hypertension, another DUS carried out and reported evidence that suggested arterial stenosis. A computed tomographic (CT) renal angiogram showed a small filling defect in the proximal graft artery that was highly suggestive for transplant renal artery stenosis (TRAS). Following angiography revealed a short linear stenosis. Endovascular intervention and stent placement were performed successfully for the patient on post-operative day 139. This case was initially diagnosed as ongoing acute rejection for which he received antirejection therapy without any significant improvement. After percutaneous transluminal angioplasty (PTA), serum creatinine trended down and urine output improved within 12 h, and they were stable at one-year follow up with a good renal function. It was noteworthy that, despite after a 4.5-month delay in diagnosis and maintenance need for dialysis, the patient responded to endovascular treatment and the graft function became normalized. Our case demonstrates that graft can be saved even if renal artery stenosis is diagnosed after several months of dialysis and diagnosis of end stage renal disease post transplantation.


Subject(s)
Kidney Transplantation , Renal Artery Obstruction , Humans , Male , Middle Aged , Kidney Failure, Chronic/therapy , Kidney Failure, Chronic/complications , Kidney Transplantation/adverse effects , Renal Artery Obstruction/etiology , Stents
8.
Clin Nucl Med ; 49(7): e370-e372, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38537216

ABSTRACT

ABSTRACT: A 10-year-old hypertensive girl underwent 131 I-MIBG scan to rule out neural crest derived tumor. The whole-body images revealed diffuse intense tracer uptake in the right kidney, which persisted in 96-hour images as well. CT renal angiography revealed 90% to 95% right renal artery stenosis. Thereafter, she underwent baseline and angiotensin receptor blockade renal dynamic imaging, which revealed hemodynamically significant renal artery stenosis. Pattern of diffuse and intense 131 I-MIBG uptake, albeit rare, still warrants further evaluation to rule out renal artery stenosis and investigate its hemodynamic significance for appropriate management.


Subject(s)
3-Iodobenzylguanidine , Hypertension , Kidney , Renal Artery Obstruction , Humans , Female , Renal Artery Obstruction/diagnostic imaging , Child , Kidney/diagnostic imaging , Hypertension/diagnostic imaging , Hypertension/complications , Biological Transport , Radionuclide Imaging , Iodine Radioisotopes
9.
PLoS One ; 19(3): e0297975, 2024.
Article in English | MEDLINE | ID: mdl-38551934

ABSTRACT

BACKGROUND: This study evaluated the long-term effects of percutaneous intervention in children and adolescents with transplant renal artery stenosis (TRAS). METHODS: Twenty patients had significant stenosis (>50%) and underwent percutaneous transluminal angioplasty (PTA/stenting) (TRAS group-intervention); 14 TNS (non-significant group -control) patients did not have significant stenosis (≤50%) and were treated clinically. The combined primary endpoints were death from all causes and late graft failure. The secondary endpoints were serum creatinine (SCr), systolic blood pressure (SBP), and diastolic blood pressure (DBP). RESULTS: No statistically significant difference was found between TRAS-Intervention(N = 20) and TNS groups-Control (N = 14) for these clinical parameters: deaths, 1 (5.0%) vs. 0 (0.0%) (p = 1.000) and graft loss, 4 (20.0%) vs. 2 (14.3%) (p = 1.000). For the secondary endpoints, after 1 month and 1 year the values of SCr, SBP, and DBP were similar between the two groups but not statistically significant. DISCUSSION: In the TRAS group (intervention), the stent implantation was beneficial for treating refractory hypertension and reducing blood pressure (BP) in children and adolescents. Despite the outcomes being similar in the two groups, it can be inferred that the patients in the TRAS group (intervention) would have had a worse outcome without the percutaneous intervention. CONCLUSION: TRAS treatment with stenting can be considered for children and adolescents. Because the sample in the present study comprised of only a specific population, further studies are needed for generalization. TRIAL REGISTRATION: The trial was registered at clinictrials.gov with trial registration number NCT04225338.


Subject(s)
Angioplasty, Balloon , Kidney Transplantation , Renal Artery Obstruction , Child , Humans , Adolescent , Angioplasty, Balloon/adverse effects , Renal Artery , Kidney Transplantation/adverse effects , Retrospective Studies , Constriction, Pathologic/complications , Treatment Outcome , Renal Artery Obstruction/surgery , Renal Artery Obstruction/etiology , Kidney , Hospitals, Public , Stents/adverse effects
10.
BMJ Case Rep ; 17(3)2024 Mar 27.
Article in English | MEDLINE | ID: mdl-38538096

ABSTRACT

Transplant renal artery stenosis (TRAS) represents a significant vascular complication subsequent to renal transplantation. This pathology is associated with grave implications including graft dysfunction and mortality. Early identification and therapeutical intervention are imperative for preserving graft longevity and achieving optimal clinical outcomes. We detail the case of a male in his 20s, following renal transplantation, who encountered recurrent TRAS, aetiologically linked to mechanical arterial kinking. Initial management using endovascular techniques yielded insufficient resolution. Consequently, the persistence of endovascular-resistant stenosis necessitated a surgical bypass intervention using the great saphenous vein, granting a 2-year period devoid of restenosis. The existing literature emphasises the indispensability of discerning the appropriate juncture for transitioning from endovascular to surgical management in TRAS cases. The robustness and durability of bypass grafts present an efficacious therapeutical strategy in contemporaneous practice.


Subject(s)
Endovascular Procedures , Kidney Transplantation , Renal Artery Obstruction , Humans , Male , Endovascular Procedures/adverse effects , Kidney Transplantation/adverse effects , Renal Artery/diagnostic imaging , Renal Artery/surgery , Renal Artery Obstruction/diagnostic imaging , Renal Artery Obstruction/etiology , Renal Artery Obstruction/surgery , Retrospective Studies , Saphenous Vein , Treatment Outcome , Young Adult , Adult
11.
Actas urol. esp ; 48(2): 177-183, mar. 2024. tab, graf
Article in Spanish | IBECS | ID: ibc-231451

ABSTRACT

Introducción y objetivos La estenosis de la arteria del injerto renal (EAR) es una complicación vascular del trasplante renal cuya incidencia estimada es del 13%, la cual puede causar hipertensión arterial refractaria, disfunción renal y muerte prematura en los receptores. Métodos Se realizó un estudio retrospectivo que incluyó a todos los pacientes sometidos a trasplante renal entre 2014 y 2020. Los pacientes fueron evaluados mediante ecografía doppler renal sistemática tras el trasplante. Para identificar los factores de riesgo independientes de la estenosis de la arteria renal tras el trasplante, realizamos un análisis multivariante. Resultados Se incluyeron 724 trasplantes renales, el 12% eran de donante vivo y el 88% de donante fallecido. La edad media en los receptores era de 54,8 años y en los donantes era de 53. Se diagnosticó estenosis de la arteria del injerto renal en 70 (10%) receptores, la mayoría durante los primeros 6 meses después de la intervención. El 51% de los pacientes con estenosis de la arteria del injerto renal se manejaron de manera conservadora. El análisis multivariante mostró que la diabetes mellitus, el rechazo del injerto, la resutura arterial y el índice de masa corporal del donante eran factores de riesgo independientes de estenosis de la arteria renal después del trasplante. La supervivencia de los injertos con estenosis de la arteria del injerto renal fue del 98% a los 6 meses y del 95% a los 2 años. Conclusiones El uso sistemático de la ecografía doppler en el período inmediatamente posterior al trasplante permitió diagnosticar un 10% de estenosis de la arteria del injerto renal en nuestra cohorte. A pesar de los factores de riesgo mencionados anteriormente, un seguimiento y tratamiento adecuados podrían reducir el riesgo de pérdida del injerto en pacientes con estenosis de la arteria del injerto renal. (AU)


Introduction and objectives Transplant renal artery stenosis (TRAS) is a vascular complication after kidney transplantation which estimated incidence is 13%. It could cause refractory arterial hypertension, kidney dysfunction and premature death in transplant recipients. Methods We carried out a retrospective study including every patient who underwent renal transplantation between 2014 and 2020. They were evaluated with a systematic post-transplant renal Doppler ultrasound. To identify independent risk factors for transplant renal artery stenosis we performed a multivariate analysis. Results Seven hundred twenty-four kidney transplants were included, 12% were living donors and 88% were deceased donors. The mean age was 54.8 in recipients and 53 in donors. Transplant renal artery stenosis was diagnosed in 70 (10%) recipients, the majority in the first 6 months after surgery. The 51% of patients with transplant renal artery stenosis were managed conservatively. The multivariate analysis showed diabetes mellitus, graft rejection, arterial resuture and donor body mass index as independent risk factors for transplant renal artery stenosis. Survival of the grafts with transplant renal artery stenosis was 98% at 6 months and 95% at two years. Conclusions The systematic performance of Doppler ultrasound in the immediate post-transplant period diagnosed 10% of transplant renal artery stenosis in our cohort. Despite the above risk factors, an adequate monitoring and treatment could avoid the increased risk of graft loss in patients with transplant renal artery stenosis. (AU)


Subject(s)
Humans , Male , Female , Renal Artery Obstruction , Kidney Transplantation , Graft Survival , Ultrasonography, Doppler , Retrospective Studies
12.
Rev Med Suisse ; 20(863): 430-435, 2024 Feb 28.
Article in French | MEDLINE | ID: mdl-38415729

ABSTRACT

Antiphospholipid syndrome (APS) is a rare autoimmune disease characterized by recurrent arterial and venous thromboembolic events. Renal complications occur in 3 % of patients. Renal artery stenosis is the most common, and APS-related nephropathy is the predominant microvascular complication. APS nephropathy has heterogeneous manifestations ranging from hematuria and non-nephrotic range proteinuria to hypertension and multi-organ failure caused by catastrophic antiphospholipid antibody syndrome. Anticoagulation and thromboprophylaxis are key to management. Immunosuppression has been used with some success but lacks randomized controlled trial validation for their use.


Le syndrome des anticorps antiphospholipides (SAPL) est une maladie auto-immune rare caractérisée par des événements thromboemboliques artériels et veineux récurrents. Les complications rénales surviennent chez 3 % des patients. La sténose de l'artère rénale est la plus courante et la néphropathie liée au SAPL représente la complication microvasculaire principale. La maladie rénale liée au SAPL se traduit par des manifestations hétérogènes allant de l'hématurie et de la protéinurie non néphrotique à l'hypertension jusqu'à la défaillance multi-organique causée par le syndrome catastrophique des anticorps antiphospholipides (SCAPL). L'anticoagulation et la thromboprophylaxie sont clés dans la prise en charge. L'immunosuppression a été utilisée avec un certain succès, mais manque de validation par des essais contrôlés randomisés pour leur utilisation.


Subject(s)
Antiphospholipid Syndrome , Autoimmune Diseases , Renal Artery Obstruction , Venous Thromboembolism , Humans , Anticoagulants/therapeutic use , Antiphospholipid Syndrome/complications , Antiphospholipid Syndrome/diagnosis , Antiphospholipid Syndrome/therapy , Rare Diseases
13.
Transplant Proc ; 56(3): 734-737, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38320869

ABSTRACT

BACKGROUND: Kidney transplantation is the preferred treatment option for eligible patients with end-stage renal disease. With advanced transplantation technology and novel immunosuppressive agents, kidney transplant recipients survive significantly longer. However, the chance of developing malignant tumors has increased, posing a serious challenge to the survival of transplanted kidneys and patients. CASE PRESENTATION: We report a male patient (the patient's informed consent has been obtained) who underwent kidney transplantation 23 years ago. Subsequently, he developed transplant renal artery stenosis, primary renal clear cell carcinoma, and papillary thyroid cancer. The narrowed blood vessels were dilated through percutaneous transluminal angioplasty, and the malignant tumor was removed surgically. Currently, antirejection drugs are regularly taken, and the transplanted kidney function is good. The patient is satisfied with his living conditions. CONCLUSIONS: Hypertension that is difficult to control after kidney transplantation should be suspected as a possibility of graft vascular stenosis. When B-ultrasound cannot accurately diagnose it, magnetic resonance angiography should be used as early as possible to clarify the diagnosis and relieve the stenosis before graft dysfunction. Transplantation patients have a high incidence of malignant tumors after surgery, and the risk increases with the prolongation of the disease course. The focus should be on symptomatic treatment of related diseases, and antirejection drugs can be reduced or not reduced as appropriate.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Kidney Transplantation , Renal Artery Obstruction , Thyroid Cancer, Papillary , Thyroid Neoplasms , Humans , Kidney Transplantation/adverse effects , Male , Carcinoma, Renal Cell/surgery , Renal Artery Obstruction/etiology , Renal Artery Obstruction/surgery , Thyroid Cancer, Papillary/surgery , Thyroid Cancer, Papillary/complications , Kidney Neoplasms/complications , Thyroid Neoplasms/surgery , Thyroid Neoplasms/complications , Carcinoma, Papillary/surgery , Middle Aged
14.
J Appl Clin Med Phys ; 25(3): e14298, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38373294

ABSTRACT

PURPOSE: Diagnosing Renal artery stenosis (RAS) presents challenges. This research aimed to develop a deep learning model for the computer-aided diagnosis of RAS, utilizing multimodal fusion technology based on ultrasound scanning images, spectral waveforms, and clinical information. METHODS: A total of 1485 patients received renal artery ultrasonography from Peking Union Medical College Hospital were included and their color doppler sonography (CDS) images were classified according to anatomical site and left-right orientation. The RAS diagnosis was modeled as a process involving feature extraction and multimodal fusion. Three deep learning (DL) models (ResNeSt, ResNet, and XCiT) were trained on a multimodal dataset consisted of CDS images, spectrum waveform images, and individual basic information. Predicted performance of different models were compared with senior physician and evaluated on a test dataset (N = 117 patients) with renal artery angiography results. RESULTS: Sample sizes of training and validation datasets were 3292 and 169 respectively. On test data (N = 676 samples), predicted accuracies of three DL models were more than 80% and the ResNeSt achieved the accuracy 83.49% ± 0.45%, precision 81.89% ± 3.00%, and recall 76.97% ± 3.7%. There was no significant difference between the accuracy of ResNeSt and ResNet (82.84% ± 1.52%), and the ResNeSt was higher than the XCiT (80.71% ± 2.23%, p < 0.05). Compared to the gold standard, renal artery angiography, the accuracy of ResNest model was 78.25% ± 1.62%, which was inferior to the senior physician (90.09%). Besides, compared to the multimodal fusion model, the performance of single-modal model on spectrum waveform images was relatively lower. CONCLUSION: The DL multimodal fusion model shows promising results in assisting RAS diagnosis.


Subject(s)
Deep Learning , Renal Artery Obstruction , Humans , Renal Artery Obstruction/diagnostic imaging , Angiography , Ultrasonography, Doppler, Color/methods
16.
Cardiovasc Ther ; 2024: 4618868, 2024.
Article in English | MEDLINE | ID: mdl-38234331

ABSTRACT

Background: Quantitative flow ratio (QFR) is an angiography-based fractional flow reserve measurement without pressure wire or induction of hyperemia. A recent innovation that uses combined geometrical data and hemodynamic boundary conditions to measure QFR from a single angiographic view has shown the potential to measure QFR of the renal artery-renal QFR (rQFR). Objective: The aim of this pilot study was to assess the feasibility of rQFR measurement and the contribution of rQFR in selecting patients with atherosclerotic renal artery stenosis (ARAS) undergoing revascularization. Methods: This retrospective trial enrolled patients who had ARAS (50-90%) and hypertension. The enrolled patients were treated by optimal antihypertensive medication or revascularization, respectively, and the therapeutic strategies were based on rFFR measurement and/or clinical feature. Results: A total of 55 patients underwent rQFR measurement. Among the enrolled patients, 18 underwent optimal antihypertensive medication and 37 underwent revascularization, 19 patients in whom rQFR and rFFR were both assessed. During the 180-day follow-up, 25 patients saw an improvement in their blood pressure among the 37 patients that underwent revascularization. ROC analysis revealed that rQFR had a high diagnostic accuracy for predicting blood pressure improvement (AUCrQFR = 0.932, 95% CI 0.798-0.998). The ideal cut-off value of rQFR for predicting blood pressure improvement after revascularization is ≤0.72 (sensitivity: 72.00%, specificity: 100%). The paired t test and Bland-Altman analyses demonstrated good agreement between rQFR and rFFR (t = 1.887, 95% CI -0.021 to 0.001, 95% limits of agreement: -0.035 to 0.055, p = 0.075). The Spearman correlation test reveals that there was a significant positive correlation between rQFR and rFFR (r = 0.952, 95% CI 0.874 to 0.982, p < 0.001). Conclusion: The rQFR has the potential to enhance the ability of angiography to detect functionally significant renal artery stenosis during angiography and to produce results that are comparable to invasive hemodynamic assessment.


Subject(s)
Atherosclerosis , Coronary Artery Disease , Coronary Stenosis , Fractional Flow Reserve, Myocardial , Renal Artery Obstruction , Humans , Antihypertensive Agents/therapeutic use , Atherosclerosis/diagnostic imaging , Coronary Angiography/methods , Coronary Vessels , Fractional Flow Reserve, Myocardial/physiology , Pilot Projects , Predictive Value of Tests , Renal Artery , Renal Artery Obstruction/diagnostic imaging , Renal Artery Obstruction/therapy , Retrospective Studies , Severity of Illness Index
17.
Vasc Med ; 29(1): 50-57, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38084723

ABSTRACT

INTRODUCTION: Although renal stenting is the standard revascularization method for atherosclerotic renal artery stenosis (RAS) (FMD-RAS), stenting in fibromuscular dysplasia (FMD) RAS is usually limited to periprocedural complications of angioplasty and primary arterial dissection. The main aim of the study was to retrospectively analyze the immediate and long-term results of renal stenting versus angioplasty in patients with FMD. METHODS: Of 343 patients in the ARCADIA-POL registry, 58 patients underwent percutaneous treatment due to FMD-RAS (in 70 arteries). Percutaneous transluminal renal angioplasty (PTRA) was performed as an initial treatment in 61 arteries (PTRA-group), whereas primary stenting was undertaken in nine arteries (stent-group). Stent-related complications were defined as: in-stent restenosis > 50% (ISR); stent fracture; under-expansion; or migration. RESULTS: In the PTRA-group, the initial restenosis rate was 50.8%. A second procedure was then performed in 22 arteries: re-PTRA (12 arteries) or stenting (10 arteries). The incidence of recurrent restenosis after re-PTRA was 41.7%. Complications occurred in seven of 10 (70%) arteries secondarily treated by stenting: two with under-expansion and five with ISR. In the stent-group, stent under-expansion occurred in one case (11.1%) and ISR in three of nine stents (33.3%). In combined analysis of stented arteries, either primarily or secondarily, stent-related complications occurred in 11/19 stenting procedures (57.9%): three due to under-expansion and eight due to ISRs. Finally, despite several revascularization attempts, four of 19 (21%) stented arteries were totally occluded and one was significantly stenosed at follow-up imaging. CONCLUSION: Our study indicates that renal stenting in FMD-RAS may carry a high risk of late complications, including stent occlusion. Further observational data from large-scale registries are required.


Subject(s)
Angioplasty, Balloon , Fibromuscular Dysplasia , Renal Artery Obstruction , Humans , Renal Artery/diagnostic imaging , Renal Artery/surgery , Fibromuscular Dysplasia/complications , Fibromuscular Dysplasia/diagnostic imaging , Fibromuscular Dysplasia/therapy , Angioplasty, Balloon/adverse effects , Retrospective Studies , Treatment Outcome , Renal Artery Obstruction/diagnostic imaging , Renal Artery Obstruction/etiology , Renal Artery Obstruction/therapy , Risk Assessment , Stents/adverse effects
18.
Vasc Endovascular Surg ; 58(2): 209-212, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37586716

ABSTRACT

BACKGROUND: Fibromuscular dysplasia is an idiopathic, segmental, nonatherosclerotic, noninflammatory vascular disease that can lead to arterial stenosis, tortuosity, occlusion, aneurysms, and dissection. Fibromuscular dysplasia is a rare cause of hypertension that can easily be missed. To date, there has been no definitive treatment for fibromuscular dysplasia. CASE REPORT: In this report, we present an uncommon case of renovascular hypertension in a 21-year-old non-white female with a 3-year history of hypertension secondary to fibromuscular dysplasia involving bilateral renal arteries. Computed tomography angiography during the arterial phase revealed distal focal narrowing of the right main renal artery, distal focal narrowing of the left main renal artery, and proximal focal narrowing of the left accessory lower renal artery. Percutaneous balloon dilatation of the stenotic lesion was performed successfully up to 1 year After the procedure, the arterial blood pressure was within the normal range (110/70 to 125/75 mmHg) without medication. After 1 year of follow-up, CTA revealed re-stenosis in left main renal artery without clinical symptoms and normal blood pressure. Repeated procedure was done successfully. CONCLUSIONS: This case report highlights the difficulty in the diagnosis and treatment of focal fibromuscular dysplasia in young non-white female patients. Computerized tomographic angiography is a useful tool for identifying the cause and showing the benefit of percutaneous transluminal renal angioplasty treatment for this rare entity, as an early percutaneous angioplasty intervention may have a clinical cure for hypertension.


Subject(s)
Angioplasty, Balloon , Fibromuscular Dysplasia , Hypertension, Renovascular , Hypertension , Renal Artery Obstruction , Humans , Female , Young Adult , Adult , Fibromuscular Dysplasia/complications , Fibromuscular Dysplasia/diagnostic imaging , Fibromuscular Dysplasia/therapy , Constriction, Pathologic/complications , Treatment Outcome , Angioplasty/adverse effects , Hypertension, Renovascular/diagnostic imaging , Hypertension, Renovascular/etiology , Hypertension, Renovascular/therapy , Hypertension/etiology , Angioplasty, Balloon/adverse effects , Renal Artery Obstruction/diagnostic imaging , Renal Artery Obstruction/etiology , Renal Artery Obstruction/therapy
19.
Actas Urol Esp (Engl Ed) ; 48(2): 177-183, 2024 Mar.
Article in English, Spanish | MEDLINE | ID: mdl-37574014

ABSTRACT

INTRODUCTION AND OBJECTIVES: Transplant renal artery stenosis (TRAS) is a vascular complication after kidney transplantation which estimated incidence is 13%. It could cause refractory arterial hypertension, kidney dysfunction and premature death in transplant recipients. METHODS: We carried out a retrospective study including every patient who underwent renal transplantation between 2014 and 2020. They were evaluated with a systematic post-transplant renal Doppler ultrasound. To identify independent risk factors for transplant renal artery stenosis we performed a multivariate analysis. RESULTS: Seven hundred twenty-four kidney transplants were included, 12% ​​were living donors and 88% were deceased donors. The mean age was 54.8 in recipients and 53 in donors. Transplant renal artery stenosis was diagnosed in 70 (10%) recipients, the majority in the first 6 months after surgery. 51% of patients with transplant renal artery stenosis were managed conservatively. The multivariate analysis showed diabetes mellitus, graft rejection, arterial resuture and donor body mass index as independent risk factors for transplant renal artery stenosis. Survival of the grafts with transplant renal artery stenosis was 98% at 6 months and 95% at two years. CONCLUSIONS: The systematic performance of Doppler ultrasound in the immediate post-transplant period diagnosed 10% of transplant renal artery stenosis in our cohort. Despite the above risk factors, an adequate monitoring and treatment could avoid the increased risk of graft loss in patients with transplant renal artery stenosis.


Subject(s)
Renal Artery Obstruction , Humans , Middle Aged , Renal Artery Obstruction/diagnostic imaging , Renal Artery Obstruction/epidemiology , Renal Artery Obstruction/etiology , Incidence , Retrospective Studies , Treatment Outcome , Risk Factors , Ultrasonography, Doppler/adverse effects
20.
Hypertension ; 81(2): 206-217, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37869904

ABSTRACT

Almost a hundred years have passed since obstruction of the renal artery has been recognized to raise blood pressure. By now chronic renovascular disease (RVD) due to renal artery stenosis is recognized as a major source of renovascular hypertension and renal disease. In some patients, RVD unaccompanied by noteworthy renal dysfunction or blood pressure elevation may be incidentally identified during peripheral angiography. Nevertheless, in others, RVD might present as a progressive disease associated with diffuse atherosclerosis, leading to loss of renal function, renovascular hypertension, hemodynamic compromise, and a magnified risk for cardiovascular morbidity and mortality. Atherosclerotic RVD leads to renal atrophy, inflammation, and hypoxia but represents a potentially treatable cause of chronic renal failure because until severe fibrosis sets in the ischemic kidney, it retains a robust potential for vascular and tubular regeneration. This remarkable recovery capacity of the kidney begs for early diagnosis and treatment. However, accumulating evidence from both animal studies and randomized clinical trials has convincingly established the inadequate efficacy of renal artery revascularization to fully restore renal function or blood pressure control and has illuminated the potential of therapies targeted to the ischemic renal parenchyma to instigate renal regeneration. Some of the injurious mechanisms identified as potential therapeutic targets included oxidative stress, microvascular disease, inflammation, mitochondrial injury, and cellular senescence. This review recapitulates the intrinsic mechanisms that orchestrate renal damage and recovery in RVD and can be harnessed to introduce remedial opportunities.


Subject(s)
Atherosclerosis , Hypertension, Renovascular , Renal Artery Obstruction , Animals , Humans , Hypertension, Renovascular/diagnosis , Hypertension, Renovascular/etiology , Hypertension, Renovascular/drug therapy , Kidney , Kidney Function Tests , Chronic Disease , Inflammation
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