Amputation risk score

Background: Lower limb amputation is an emotionally devastating condition that causes a complete change in the quality of life, may lead to phantom limb pain in most of the cases, and puts the individual in a high risk of developing psychological disorders. The objective of this study is to evaluate the consequence of adding virtual reality (VR) to a traditional exercise program on pain, mental status, and psychological status in traumatic unilateral lower limb amputees (LLAs). Methods: Thirty-two traumatic LLAs were randomly assigned into two equal groups in this randomized control trial...

Background: Necrotizing fasciitis (NF) is a life-threatening and rare condition. However, we report and analyze a remarkably high number of NF cases during the coronavirus disease 2019 (COVID-19) pandemic and especially in the first months after the COVID-19 pandemic. Patients and Methods: We conducted a retrospective analysis of 17 cases of NF treated in our clinic between January and May 2023. Data were collected on demographics, comorbidities, risk factors, laboratory findings, and clinical outcomes. For each individual case two risk indicating scores, the Laboratory Risk Indicator for Necrotizing Fasciitis (LRINEC) and Laboratory and Anamnestic Risk Indicator for Necrotizing Fasciitis (LARINF) were calculated...

Lower extremity open revascularization is a treatment option for peripheral artery disease that carries significant peri-operative risks; however, outcome prediction tools remain limited. Using machine learning (ML), we developed automated algorithms that predict 30-day outcomes following lower extremity open revascularization. The National Surgical Quality Improvement Program targeted vascular database was used to identify patients who underwent lower extremity open revascularization for chronic atherosclerotic disease between 2011 and 2021...

BACKGROUND: Peripheral artery disease (PAD) is associated with high morbidity and mortality and has been commonly described as a coronary heart disease equivalent. Statin medications are recommended for primary prevention of atherosclerotic cardiovascular disease (ASCVD) among other indications. Therefore, understanding the longitudinal relationship of incident PAD is necessary to inform future research on how to prevent disease. Depression complicates cardiovascular disease (CVD) patients' ability to properly adhere to their medications, yet the effect of depression on the relationship between statin use and incident PAD is understudied...

BACKGROUND: Diabetic foot ulcers (DFUs) are serious complications of diabetes which can lead to lower extremity amputations (LEAs). Risk prediction models can identify high-risk patients who can benefit from early intervention. Machine learning (ML) methods have shown promising utility in medical applications. Explainable modeling can help its integration and acceptance. This study aims to develop a risk prediction model using ML algorithms with explainability for LEA in DFU patients...

This case report describes the intricate aspects of managing pediatric lower limb trauma. A 7-year-old patient had a severe compound fracture and significant soft tissue damage in the left lower limb, classified as Gustilo Grade IIIC. This necessitated the use of scoring systems such as the Mangled Extremity Severity Score and limb salvage index to assess the likelihood of limb preservation. Despite these high amputation risk indicators, a multidisciplinary approach has led to limb salvage surgery with internal fixation...

INTRODUCTION: Coronary artery and heart valve calcification is a risk factor for cardiovascular death in haemodialysis patients, so calcification prevention should be started as early as possible. Treatment with concomitant calcimimetics and low-dose vitamin D receptor activators (VDRAs) is available, but not enough evidence has been obtained on the efficacy of this regimen, particularly in patients with short dialysis duration. Therefore, this study will evaluate the efficacy and safety of early intervention with upacicalcet, a calcimimetic used to prevent coronary artery calcification in this patient population...

BACKGROUND: Decision-making when considering major lower limb amputation is complex and requires individualized outcome estimation. It is unknown how accurate healthcare professionals or relevant outcome prediction tools are at predicting outcomes at 1-year after major lower limb amputation. METHODS: An international, multicentre prospective observational study evaluating healthcare professional accuracy in predicting outcomes 1 year after major lower limb amputation and evaluation of relevant outcome prediction tools identified in a systematic search of the literature was undertaken...

BACKGROUND: Many patients with type 2 diabetes (T2DM) suffer from diabetic peripheral neuropathy (DPN) and impaired muscle coordination. These changes may lead to walking instability, and gait abnormalities resulting in increased fall risk and lower limb amputations. The aim of this study was to assess the impact of DPN and patient footwear on the gait in patients with diabetes, in addition to Comparing the peak plantar pressure (PPP) in patients with and without DPN and assessing its association with gait abnormalities...

BACKGROUND: Reconstruction of the proximal humerus in children who undergo bone tumor resection is challenging because of patients' small bone size and possible limb length discrepancy at the end of skeletal growth due to loss of the physis. There are several options for proximal humerus reconstruction in children, such as clavicula pro humero, free vascularized fibula grafting, massive bone osteoarticular allografting, endoprostheses, and allograft-prosthesis composites, but no consensus exists on the best method for reconstruction...

OBJECTIVE: To develop a preliminary risk scoring system to predict the prognosis of patients with diabetic forefoot ulcers based on the severity of vasculopathy and infection, which are the major risk factors for amputation. METHODS: Forefoot was defined as the distal part of the foot composed of the metatarsal bones and phalanges and associated soft tissue structures. The degree of vasculopathy was graded as V0, V1, or V2 according to transcutaneous partial oxygen tension values and toe pressure...

BACKGROUND: Diabetic foot disease (DFD) is a significant complication associated with diabetes, characterized by the potential for progressive amputation of specific foot segments or the entire lower limb in the absence of timely identification of infection and intervention. The aim of our research is to evaluate the degree of importance given to foot care by healthcare professionals who are responsible for treating individuals with diabetes in Riyadh, Saudi Arabia. METHODS: This cross-sectional study utilized an online survey previously validated in Australia...

OBJECTIVE: The study evaluated whether pain intensity and extent, balance-confidence, functional mobility, and balance (eg, functional reach) are potential risk factors for recurrent falls among adults with a lower-limb amputation. DESIGN: Cross-sectional study. SETTING: Research laboratory. PARTICIPANTS: Eighty-three adults with unilateral lower-limb amputation that occurred >1 year prior (26 transfemoral- and 57 transtibial-level amputation; 44...

OBJECTIVES: Existing tools to predict the risk of complications among people with type 2 diabetes poorly discriminate high- from low-risk patients. Our aim in this study was to develop risk prediction scores for major type 2 diabetes complications using real-world clinical care data, and to externally validate these risk scores in a different jurisdiction. METHODS: Using health-care administrative data and electronic medical records data, risk scores were derived using data from 25,088 people with type 2 diabetes from the Canadian province of Ontario, followed between 2002 and 2017...

BACKGROUND: Managing bone defects in non-union surgery remains challenging, especially in cases of large defects exceeding 5 cm in size. Historically, amputation and compound osteosynthesis with a remaining PMMA spacer have been viable and commonly used options. The risk of non-union after fractures varies between 2% and 30% and is dependent on various factors. Autologous bone grafts from the iliac crest are still considered the gold standard but are limited in availability, prompting consideration of artificial grafts...

Objective: To develop a risk prediction model for the recurrence of diabetic foot ulcer (DFU) in diabetic patients and primarily validate its predictive value. Methods: Meta-analysis combined with retrospective cohort study was conducted. The Chinese and English papers on risk factors related to DFU recurrence publicly published in China Biology Medicine disc, China National Knowledge Infrastructure, Wanfang Database, VIP Database, and PubMed, Embase, Cochrane Library, and Web of Science, and the search time was from the establishment date of each database until March 31st , 2022...

OBJECTIVES: Peripheral neuropathy is associated with amputation risk among patients with diabetes mellitus and critical limb threatening ischemia (CLTI). Detection of peripheral neuropathy may help identify those who are at an increased risk, but the predictive ability of the screening tool used in patients with peripheral arterial disease (PAD) needs to be more clearly defined. METHODS: Patients referred to vascular surgery clinic for PAD were recruited from a single center...

BACKGROUND: Identifying at-risk patients for complications remains challenging in patients with chronic lower extremity (LE) wounds receiving free tissue transfer (FTT) for limb salvage. The modified-5 frailty index (mFI-5) has been utilized to predict postoperative complications, yet it has not been studied in this population. The aim of this study was to determine the utility of the mFI-5 in predicting adverse postoperative outcomes. METHODS: Patients ≥60 years, who underwent LE FTT reconstruction at a single institution from 2011 to 2022, were retrospectively reviewed...

BACKGROUND AND AIMS: Primary aldosteronism (PA) is an adrenal disorder of autonomous aldosterone secretion which promotes arterial injury. We aimed to explore whether PA is causally associated with lower-extremity arterial disease (LEAD). METHODS: We included 39,713 patients with diabetes and 419,312 participants without diabetes from UK Biobank. We derived a polygenic risk score (PRS) for PA based on previous genome-wide association studies (GWAS). Outcomes included LEAD and LEAD related gangrene or amputation...

OBJECTIVE: To develop machine learning (ML) algorithms that predict outcomes following infrainguinal bypass. SUMMARY BACKGROUND DATA: Infrainguinal bypass for peripheral artery disease (PAD) carries significant surgical risks; however, outcome prediction tools remain limited. METHODS: The Vascular Quality Initiative (VQI) database was used to identify patients who underwent infrainguinal bypass for PAD between 2003-2023. We identified 97 potential predictor variables from the index hospitalization (68 pre-operative [demographic/clinical], 13 intra-operative [procedural], and 16 post-operative [in-hospital course/complications])...