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1.
Article in English | MEDLINE | ID: mdl-38838262

ABSTRACT

Background While Hispanic white females (HW) have lower incidence of breast cancer (BC) than non-Hispanic white females (NHW), BC risk is unclear for HW females after benign breast disease (BBD). Methods We compared BBD characteristics and subsequent BC risk among HW and NHW females in New Mexico using a population-based collection of benign breast biopsies (1996-2007). BBD was categorized as non-proliferative disease (NPD), proliferative disease without atypia (PDWA), or atypical hyperplasia (AH). BC risk was assessed as absolute risk (AR) using cumulative incidence and relative risk (RR) by comparing the number of BC events in BBDs to non-BBD. Results This study included 3,684 HW and 6,587 NHW females with BBD. HW females had similar proportions of NPD (58.6%vs.54.3%), PDWA (21.4%vs.23.5%), and AH (3.6%vs.3.3%) as NHW. BC risk among all females with BBD was higher than population-based expected rates (RR=1.87) and was similar for HW and NHW subgroups (RR=1.99vs.1.84). As expected, BC risk increased with increasing BBD severity, both overall [RR=1.81 (NPD), 1.85 (PDWA) and 3.10 (AH)] and in the HW and NHW subgroups. Adjusted AR of BC at 5 years also increased with the severity of BBD (HW vs. NHW;NPD: 1.4 vs. 2.1%; PDWA: 1.5 vs. 2.7%; AH: 6 vs. 4.8%). Conclusions We found similar BC RRs and ARs in HW and NHW. Risk counseling should ensure that HW females receive breast cancer clinical management warranted by their similar absolute risks. Impact The present population-based provides evidence for clinical management of HW females with BBD for the prevention of BC.

2.
Article in English | MEDLINE | ID: mdl-38396083

ABSTRACT

Retrievable inferior vena cava filters were designed to provide mechanical prophylaxis from pulmonary embolism with the intent for retrieval once no longer indicated, and have been utilized at a high rate since their introduction. Unfortunately, retrieval rates have historically lagged behind, in part due to significant rates of failed standard retrieval techniques for filters with prolonged dwell time. Refinement in advanced retrieval techniques has now allowed (in experienced centers) for safe removal of filters previously considered irretrievable. An individualized approach is necessary for each potential advanced filter retrieval to determine appropriate course of action. This review will emphasize complex filter retrieval techniques amidst a larger discussion of inferior vena cava filters and their management.

4.
J Vasc Interv Radiol ; 35(3): 335-348, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38206255

ABSTRACT

Percutaneous revascularization is the primary strategy for treating lower extremity venous and arterial disease. Angiography is limited by its ability to accurately size vessels, precisely determine the degree of stenosis and length of lesions, characterize lesion morphology, or correctly diagnose postintervention complications. These limitations are overcome with use of intravascular ultrasound (IVUS). IVUS has demonstrated the ability to improve outcomes following percutaneous coronary intervention, and there is increasing evidence to support its benefits in the setting of peripheral vascular intervention. At this stage in its evolution, there remains a need to standardize the use and approach to peripheral vascular IVUS imaging. This manuscript represents considerations and consensus perspectives that emerged from a roundtable discussion including 15 physicians with expertise in interventional cardiology, interventional radiology, and vascular surgery, representing 6 cardiovascular specialty societies, held on February 3, 2023. The roundtable's aims were to assess the current state of lower extremity revascularization, identify knowledge gaps and need for evidence, and determine how IVUS can improve care and outcomes for patients with peripheral arterial and deep venous pathology.


Subject(s)
Expert Testimony , Vascular Diseases , Humans , Support Vector Machine , Ultrasonography , Vascular Diseases/therapy , Ultrasonography, Interventional/methods , Coronary Angiography
5.
J Vasc Surg Venous Lymphat Disord ; 12(2): 101696, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37977520

ABSTRACT

Pelvic venous disease (PeVD) has historically been challenging to diagnose and treat. This paper describes a comprehensive approach to the diagnosis of PeVD and reviews the role of iliac vein stent placement in treatment. Patient selection is vital for non-thrombotic iliac vein lesions (NIVLs) as only a small subset of patients with an NIVL will benefit from stent placement. There is limited, inconclusive data on optimal treatment for patients with both primary ovarian vein reflux and an NIVL. Patients with chronic post-thrombotic outflow obstruction typically have a more favorable risk/benefit ratio for intervention but require anticoagulation and close follow-up due to poorer long-term stent patency. Intravascular ultrasound is a useful tool for identifying obstructive lesions, sizing stents, and planning landing zones. More research is needed to characterize underlying pathophysiology, validate thresholds for intervention, develop reliable methods for outcomes assessment, and determine treatment response. Until this data is produced, an individualized treatment approach is warranted.


Subject(s)
Iliac Vein , Vascular Diseases , Humans , Iliac Vein/diagnostic imaging , Treatment Outcome , Phlebography , Stents , Retrospective Studies
6.
Ann Surg Oncol ; 31(2): 1008-1009, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37952218

ABSTRACT

Mixed invasive ductolobular breast cancer (MIDLC) is a rare breast cancer with varying lobular and ductal components. Characteristics, management, and outcomes of MIDLC are not well understood due to the rarity of the cancer and the lack of uniform diagnostic criteria and reporting. There is a need for better understanding and individualized management of this heterogeneous spectrum of breast cancers.


Subject(s)
Breast Neoplasms , Carcinoma, Ductal, Breast , Carcinoma, Lobular , Humans , Female , Breast Neoplasms/surgery , Carcinoma, Lobular/surgery , Carcinoma, Ductal, Breast/surgery
7.
Ann Surg Oncol ; 31(2): 936-946, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37872454

ABSTRACT

BACKGROUND: Mixed invasive ductolobular breast cancer (MIDLC) is a rare histological subtype of breast cancer (BC), with components of both invasive ductal cancer (IDC) and invasive lobular cancer (ILC). Its clinicopathological features and outcomes have not been well characterized. METHOD: The National Cancer Database 2010-2017 was reviewed to identify women with stage I-III BCs. Univariate analysis was performed using Chi-square or Wilcoxon rank-sum tests and multivariable analysis with logistic regression to predict surgical decisions. Survival was assessed using multivariable Cox proportional hazards regression analysis. RESULTS: We identified 955,828 women with stage I-III BCs (5.7% MIDLC, 10.3% ILC, and 84.0% IDC). MIDLC was more like ILC than IDC in terms of multicentricity (14.2% MIDLC, 13.0% ILC, 10.0% IDC), hormone receptor positivity (96.6% MIDLC, 98.2% ILC, 81.2% IDC), and use of neoadjuvant chemotherapy (NAC; 5.8% MIDLC, 5.2% ILC, 10.8% IDC). 744,607 women underwent upfront surgery. The mastectomy rates were 42.3% for MIDLC, 46.5% for ILC, and 33.3% for IDC (all p < 0.001). With 5.5 years of median follow-up, the adjusted overall survival in the upfront surgery hormone receptor-positive/human epidermal growth factor receptor 2-negative (HR+/HER2-) biological subgroup was better in MIDLC (hazard ratio 0.88, p < 0.001) and ILC (hazard ratio 0.91, p < 0.001) than in IDC. Like ILC, MIDLC also had a lower pathological complete response to NAC than IDC (12.3% MIDLC, 7.3% ILC, 28.6% IDC). CONCLUSIONS: MIDLC displays a mixed pattern of characteristics favoring features of ILC compared with IDC, with favorable 5-year overall survival compared with IDC within the HR+/HER2- subtype who underwent upfront surgery.


Subject(s)
Breast Neoplasms , Carcinoma, Ductal, Breast , Carcinoma, Lobular , Humans , Female , Breast Neoplasms/surgery , Breast Neoplasms/drug therapy , Carcinoma, Ductal, Breast/pathology , Carcinoma, Lobular/pathology , Mastectomy , Receptor, ErbB-2/metabolism
10.
Proc Natl Acad Sci U S A ; 120(38): e2220283120, 2023 09 19.
Article in English | MEDLINE | ID: mdl-37695904

ABSTRACT

Research in both ecology and AI strives for predictive understanding of complex systems, where nonlinearities arise from multidimensional interactions and feedbacks across multiple scales. After a century of independent, asynchronous advances in computational and ecological research, we foresee a critical need for intentional synergy to meet current societal challenges against the backdrop of global change. These challenges include understanding the unpredictability of systems-level phenomena and resilience dynamics on a rapidly changing planet. Here, we spotlight both the promise and the urgency of a convergence research paradigm between ecology and AI. Ecological systems are a challenge to fully and holistically model, even using the most prominent AI technique today: deep neural networks. Moreover, ecological systems have emergent and resilient behaviors that may inspire new, robust AI architectures and methodologies. We share examples of how challenges in ecological systems modeling would benefit from advances in AI techniques that are themselves inspired by the systems they seek to model. Both fields have inspired each other, albeit indirectly, in an evolution toward this convergence. We emphasize the need for more purposeful synergy to accelerate the understanding of ecological resilience whilst building the resilience currently lacking in modern AI systems, which have been shown to fail at times because of poor generalization in different contexts. Persistent epistemic barriers would benefit from attention in both disciplines. The implications of a successful convergence go beyond advancing ecological disciplines or achieving an artificial general intelligence-they are critical for both persisting and thriving in an uncertain future.


Subject(s)
Artificial Intelligence , Lepidoptera , Animals , Ecosystem , Generalization, Psychological , Neural Networks, Computer
11.
NPJ Digit Med ; 6(1): 151, 2023 Aug 18.
Article in English | MEDLINE | ID: mdl-37596324

ABSTRACT

Images depicting dark skin tones are significantly underrepresented in the educational materials used to teach primary care physicians and dermatologists to recognize skin diseases. This could contribute to disparities in skin disease diagnosis across different racial groups. Previously, domain experts have manually assessed textbooks to estimate the diversity in skin images. Manual assessment does not scale to many educational materials and introduces human errors. To automate this process, we present the Skin Tone Analysis for Representation in EDucational materials (STAR-ED) framework, which assesses skin tone representation in medical education materials using machine learning. Given a document (e.g., a textbook in .pdf), STAR-ED applies content parsing to extract text, images, and table entities in a structured format. Next, it identifies images containing skin, segments the skin-containing portions of those images, and estimates the skin tone using machine learning. STAR-ED was developed using the Fitzpatrick17k dataset. We then externally tested STAR-ED on four commonly used medical textbooks. Results show strong performance in detecting skin images (0.96 ± 0.02 AUROC and 0.90 ± 0.06 F1 score) and classifying skin tones (0.87 ± 0.01 AUROC and 0.91 ± 0.00 F1 score). STAR-ED quantifies the imbalanced representation of skin tones in four medical textbooks: brown and black skin tones (Fitzpatrick V-VI) images constitute only 10.5% of all skin images. We envision this technology as a tool for medical educators, publishers, and practitioners to assess skin tone diversity in their educational materials.

13.
J Vasc Interv Radiol ; 34(10): 1658-1663, 2023 10.
Article in English | MEDLINE | ID: mdl-37394033

ABSTRACT

The 2015 Research Consensus Panel (RCP) on submassive pulmonary embolism (PE) set priorities for research in submassive PE and identified a rigorous randomized trial of catheter-directed therapy plus anticoagulation versus anticoagulation alone as the highest research priority. This update, written 8 years after the RCP was convened, describes the current state of endovascular PE practice and the Pulmonary Embolism-Thrombus Removal with Catheter-Directed Therapy trial, the main output from the RCP.


Subject(s)
Fibrinolytic Agents , Pulmonary Embolism , Humans , Fibrinolytic Agents/therapeutic use , Thrombolytic Therapy/adverse effects , Consensus , Pulmonary Embolism/therapy , Pulmonary Embolism/drug therapy , Treatment Outcome , Anticoagulants/therapeutic use
14.
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
15.
Aorta (Stamford) ; 11(1): 40-43, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36848911

ABSTRACT

The importance of prompt diagnosis and early stenting of an aortic rupture cannot be overemphasized. We present a case of thoracic aortic rupture in a middle-aged gentleman who had recently suffered coronavirus disease 2019. The case was further complicated by the development of an unexpected spinal epidural hematoma.

16.
J Vasc Interv Radiol ; 34(2): 284-299.e7, 2023 02.
Article in English | MEDLINE | ID: mdl-36375763

ABSTRACT

PURPOSE: To establish the updated position of the Society of Interventional Radiology (SIR) on the endovascular management of acute iliofemoral deep vein thrombosis (DVT). MATERIALS AND METHODS: A multidisciplinary writing group with expertise in treating venous diseases 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 84 studies, including randomized trials, systematic reviews and meta-analyses, prospective single-arm studies, and retrospective studies were identified and included in the review. The expert writing group developed 17 recommendations that pertain to the care of patients with acute iliofemoral DVT with the use of endovascular venous interventions. CONCLUSIONS: SIR considers endovascular thrombus removal to be an acceptable treatment option in selected patients with acute iliofemoral DVT. Careful individualized risk assessment, high-quality general DVT care, and close monitoring during and after procedures should be provided.


Subject(s)
Endovascular Procedures , Venous Thrombosis , Humans , Endovascular Procedures/methods , Femoral Vein/diagnostic imaging , Iliac Vein/diagnostic imaging , Prospective Studies , Radiology, Interventional , Retrospective Studies , Thrombolytic Therapy , Treatment Outcome , Venous Thrombosis/diagnostic imaging , Venous Thrombosis/therapy
18.
Semin Intervent Radiol ; 39(5): 459-463, 2022 Oct.
Article in English | MEDLINE | ID: mdl-36561933

ABSTRACT

Lower extremity deep vein thrombosis (DVT) is frequently encountered in clinical practice. Postthrombotic syndrome (PTS) is a common sequela of DVT and encompasses a wide variety of symptoms, including severe pain, edema, and ulceration, all of which may contribute to a negative impact on quality of life. Studies have demonstrated that acute thrombosis of the iliofemoral venous segment is correlated with high rates of PTS, increased severity of symptoms, and high rates of thrombus recurrence, despite patients receiving treatment with standard-of-care anticoagulation therapy. Endovascular interventions, including catheter-directed thrombolysis, pharmacomechanical thrombectomy, and mechanical thrombectomy, have generated significant interest as a method for reduction of short-term symptom severity and potential reduction of downstream PTS severity. While there is high-quality evidence evaluating the role of catheter-directed and pharmacomechanical thrombectomy for acute iliofemoral DVT, newer mechanical-only devices that utilize thrombectomy without fibrinolytic medication are less studied. Currently, there are limited data evaluating the efficacy and safety of these treatment modalities, although investigations are ongoing.

19.
JAMA Netw Open ; 5(12): e2248159, 2022 12 01.
Article in English | MEDLINE | ID: mdl-36542378

ABSTRACT

Importance: Despite historically high rates of use, most inferior vena cava (IVC) filters are not retrieved. The US Food and Drug Administration safety communications recommended retrieval when the IVC filter is no longer indicated out of concern for filter-related complications. However, failure rates are high when using standard techniques for retrieval of long-dwelling filters, and until recently, there have been no devices approved for retrieval of embedded IVC filters. Objective: To evaluate the safety and success of excimer laser sheath-assisted retrieval of embedded IVC filters. Design, Setting, and Participants: A retrospective, multicenter, clinical cohort study of excimer laser sheath-assisted IVC filter retrievals from 7 US sites was conducted between March 1, 2012, and February 28, 2021, among 265 patients who underwent IVC filter retrieval using the laser. Patients were substratified between a high-volume single center and a multicenter data set. A blinded physician committee adjudicated reported complications and their association with use of the laser. Exposures: Retrieval of IVC filters using excimer laser sheath. Main Outcomes and Measures: The primary safety end point was device-related major complication rate (Society of Interventional Radiology categories C to F, which included any adverse event associated with morbidity or disability that increases the level of care, results in hospital admission, or substantially lengthens the hospital stay). The primary success end point was technical success of IVC filter retrieval. The primary end points were compared with literature-derived, meta-analysis-suggested target performance goals. Results: The single-center experience included 139 participants (mean [SD] age, 52 [16] years; 78 female participants [56.1%]), and the multicenter experience included 126 participants (mean [SD] age, 52 [16] years; 75 female participants [59.5%]). The device-related major complication rate was 2.9% (4 of 139; 95% CI, 0.8%-7.2%; P = .001) for the single-center experience and 4.0% (5 of 126; 95% CI, 1.3%-9.0%; P = .01) for the multicenter experience, both of which were significantly lower than the primary safety performance goal (10%). No major complications were considered to be definitively associated with use of the laser. The technical success rate was 95.7% (133 of 139; 95% CI, 90.8%-98.4%; P = .007) for the single-center experience and 95.2% (120 of 126; 95% CI, 89.9%-98.2%; P = .02) for the multicenter experience, both of which were significantly higher than the primary performance goal (89.4%). Conclusions and Relevance: This cohort study demonstrated high technical success and low complication rates of excimer laser sheath-assisted retrieval of embedded IVC filters in centers with variable case volume and experience, which suggests a wide applicability of the technique with proper training. The excimer laser sheath offers physicians a valuable tool for retrieval of challenging embedded IVC filters.


Subject(s)
Lasers, Excimer , Vena Cava Filters , Humans , Female , Middle Aged , Lasers, Excimer/therapeutic use , Cohort Studies , Retrospective Studies , Device Removal/adverse effects , Device Removal/methods , Multicenter Studies as Topic
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