Clínica de Medicina
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- 2020 Frank Stinchfield Award: Identifying who will fail following irrigation and debridement for prosthetic joint infectionPublication . Shohat, Noam; Goswami, Karan; Tan, Timothy L.; Yayac, Michael; Soriano, Alex; Sousa, Ricardo; Wouthuyzen-Bakker, Marjan; Parvizi, JavadAims: Failure of irrigation and debridement (I&D) for prosthetic joint infection (PJI) is influenced by numerous host, surgical, and pathogen-related factors. We aimed to develop and validate a practical, easy-to-use tool based on machine learning that may accurately predict outcome following I&D surgery taking into account the influence of numerous factors. Methods: This was an international, multicentre retrospective study of 1,174 revision total hip (THA) and knee arthroplasties (TKA) undergoing I&D for PJI between January 2005 and December 2017. PJI was defined using the Musculoskeletal Infection Society (MSIS) criteria. A total of 52 variables including demographics, comorbidities, and clinical and laboratory findings were evaluated using random forest machine learning analysis. The algorithm was then verified through cross-validation. Results: Of the 1,174 patients that were included in the study, 405 patients (34.5%) failed treatment. Using random forest analysis, an algorithm that provides the probability for failure for each specific patient was created. By order of importance, the ten most important variables associated with failure of I&D were serum CRP levels, positive blood cultures, indication for index arthroplasty other than osteoarthritis, not exchanging the modular components, use of immunosuppressive medication, late acute (haematogenous) infections, methicillin-resistant Staphylococcus aureus infection, overlying skin infection, polymicrobial infection, and older age. The algorithm had good discriminatory capability (area under the curve = 0.74). Cross-validation showed similar probabilities comparing predicted and observed failures indicating high accuracy of the model. Conclusion: This is the first study in the orthopaedic literature to use machine learning as a tool for predicting outcomes following I&D surgery. The developed algorithm provides the medical profession with a tool that can be employed in clinical decision-making and improve patient care. Future studies should aid in further validating this tool on additional cohorts. Cite this article: Bone Joint J 2020;102-B(7 Supple B):11-19.
- 2023 ACR/EULAR antiphospholipid syndrome classification criteriaPublication . Barbhaiya, Medha; Zuily, Stephane; Naden, Ray; Hendry, Alison; Manneville, Florian; Amigo, Mary-Carmen; Amoura, Zahir; Andrade, Danieli; Andreoli, Laura; Artim-Esen, Bahar; Atsumi, Tatsuya; Avcin, Tadej; Belmont, Michael H; Bertolaccini, Maria Laura; Branch, D Ware; Carvalheiras, Graziela; Casini, Alessandro; Cervera, Ricard; Cohen, Hannah; Costedoat-Chalumeau, Nathalie; Crowther, Mark; de Jesús, Guilherme; Delluc, Aurelien; Desai, Sheetal; Sancho, Maria De; Devreese, Katrien M; Diz-Kucukkaya, Reyhan; Duarte-García, Ali; Frances, Camille; Garcia, David; Gris, Jean-Christophe; Jordan, Natasha; Leaf, Rebecca K; Kello, Nina; Knight, Jason S; Laskin, Carl; Lee, Alfred I; Legault, Kimberly; Levine, Steve R; Levy, Roger A; Limper, Maarten; Lockshin, Michael D; Mayer-Pickel, Karoline; Musial, Jack; Meroni, Pier Luigi; Orsolini, Giovanni; Ortel, Thomas L; Pengo, Vittorio; Petri, Michelle; Pons-Estel, Guillermo; Gomez-Puerta, Jose A; Raimboug, Quentin; Roubey, Robert; Sanna, Giovanni; Seshan, Surya V; Sciascia, Savino; Tektonidou, Maria G; Tincani, Angela; Wahl, Denis; Willis, Rohan; Yelnik, Cécile; Zuily, Catherine; Guillemin, Francis; Costenbader, Karen; Erkan, DorukObjective: To develop new antiphospholipid syndrome (APS) classification criteria with high specificity for use in observational studies and trials, jointly supported by the American College of Rheumatology (ACR) and EULAR. Methods: This international multidisciplinary initiative included four phases: (1) Phase I, criteria generation by surveys and literature review; (2) Phase II, criteria reduction by modified Delphi and nominal group technique exercises; (3) Phase III, criteria definition, further reduction with the guidance of real-world patient scenarios, and weighting via consensus-based multicriteria decision analysis, and threshold identification; and (4) Phase IV, validation using independent adjudicators' consensus as the gold standard. Results: The 2023 ACR/EULAR APS classification criteria include an entry criterion of at least one positive antiphospholipid antibody (aPL) test within 3 years of identification of an aPL-associated clinical criterion, followed by additive weighted criteria (score range 1-7 points each) clustered into six clinical domains (macrovascular venous thromboembolism, macrovascular arterial thrombosis, microvascular, obstetric, cardiac valve, and hematologic) and two laboratory domains (lupus anticoagulant functional coagulation assays, and solid-phase enzyme-linked immunosorbent assays for IgG/IgM anticardiolipin and/or IgG/IgM anti-β2-glycoprotein I antibodies). Patients accumulating at least three points each from the clinical and laboratory domains are classified as having APS. In the validation cohort, the new APS criteria vs the 2006 revised Sapporo classification criteria had a specificity of 99% vs 86%, and a sensitivity of 84% vs 99%. Conclusion: These new ACR/EULAR APS classification criteria were developed using rigorous methodology with multidisciplinary international input. Hierarchically clustered, weighted, and risk-stratified criteria reflect the current thinking about APS, providing high specificity and a strong foundation for future APS research.
- ABCESSOS PULMONARES: REVISÃO DE 60 CASOSPublication . Magalhães, L.; Valadares, D.; Oliveira, J.; Reis, E.
- Abordagem da hipertrigliceridemia severa na gravidez: a propósito de um caso clínicoPublication . Giestas, A.; Palma, I.; Teixeira, S.; Carvalho, R.; Pichel, F.; Ramos, M. H.RESUMO Durante a gravidez o metabolismo lipídico é afectado pelas hormonas placentárias de modo a assegurar um adequado aporte nutricional para o feto, constatando-se um aumento fisiológico dos níveis de triglicerídeos (TG), em particular no terceiro trimestre. Se o aumento do valor dos triglicerídeos for superior ao esperado na gravidez a paciente deve ser cuidadosamente monitorizada. A principal complicação da hipertrigliceridemia severa é a pancreatite aguda que está associada a uma mortalidade materno-fetal elevada (20%). Os autores apresentam o caso de uma mulher de 31 anos, com gestação de 34 semanas e hipertrigliceridemia severa (TG=1127 mg/dl). Foi internada e submetida a dieta pobre em gorduras, suplementos de ácidos gordos ómega 3 e a apertada vigilância clínica e analítica. O parto decorreu às 37 semanas de gestação sem complicações. O recém-nascido, do sexo feminino, pesava 3220 g e o score Apgar era de 9 ao primeiro minuto. Após o parto os níveis de TG maternos mostraram uma redução marcada. Este caso ilustra a importância do diagnóstico precoce e da instituição de medidas estratégicas relativamente simples na prevenção de pancreatite aguda em grávidas com hipertrigliceridemia severa.
- Accidental Diagnosis of Isolated Persistent Left Superior Vena Cava After an Elective Central Venous Access Procedure for Chronic Hemodialysis: Clinical Implications and Precautions From a Case ReportPublication . Coimbra, Miguel T; Braga, Beatriz; Silva, Adriana; Sousa, Fernanda; Queirós, JoséPersistent left superior vena cava (PLSVC) is the most frequent thoracic venous anatomical variant in the general population. Isolated PLSVC, without formation of the right superior vena cava, is described in 10% of cases of PLSVC only. While it can be associated with congenital heart disease, arrhythmias, and premature death, adult patients with PLSVC are mostly asymptomatic, and the diagnosis is usually accidental. We present the case of a 72-year-old male with end-stage renal disease who was started on urgent hemodialysis through a temporary non-tunneled femoral central venous catheter (CVC) in the SLED (slow low-efficiency dialysis) modality and later remained dependent on hemodialysis. At this stage, placement of a tunneled CVC in the right internal jugular vein was necessary and fluoroscopy guidance was not available. There were no complications during the procedure, but postoperative conventional chest radiography revealed an inadequate positioning of the CVC tip in the left hemithorax, crossing the midline. Subsequently, the diagnosis of PLSVC was obtained by performing a thoracic angio-CT scan, confirming CVC tip positioning inside the PLSVC, and also excluded the presence of cardiac defects or additional anatomical variations of the great vessels of the thorax. Early evaluation for the creation of autologous vascular access was started under our care, and there were no mechanical or other complications associated with hemodialysis sessions during early follow-up after discharge.
- Acute Heart Failure Comorbidome: The Impact of Everything ElsePublication . Meireles, Mariana; Gonçalves, João; Neves, JoãoIntroduction: Heart failure frequently coexists with several comorbidities. Our aim is to evaluate the prognostic role of various comorbidities in the risk of acute heart failure development. Material and methods: Comorbidities of patients with acute heart failure were, retrospectively, compared to a control group of patients with chronic heart failure admitted to an Internal Medicine unit in a 2-year period. Logistic regression models were constructed to determine their association with acute heart failure and to develop a comorbidome. Results: We identified 229 patients with acute heart failure and 201 patients with chronic heart failure. Age and female gender were higher in acute heart failure group (p < 0.001) as was the number of comorbidities (4.0 ± 3.0 vs 4.0 ± 2.0, p = 0.044). Hyperuricemia (odds ratio 2.46, confidence interval 95% 1.41 - 4.31, p = 0.002), obesity (odds ratio 2.22, confidence interval 95% 1.31 - 3.76, p = 0.003), atrial fibrillation (odds ratio 1.93, confidence interval 95% 1.31 - 2.87, p = 0.001), peripheral artery disease (odds ratio 2.12, confidence interval 95% 1.01 - 4.42, p = 0.046) and chronic kidney disease (odds ratio 2.47, confidence interval 95% 1.65 - 3.71, p < 0.001) were associated with acute heart failure. Obesity, atrial fibrillation, peripheral artery disease and chronic kidney disease were identified as independent risk factors. Patients with multiple comorbidities had a superior risk of hospitalization due to heart failure: zero comorbidities - odds ratio 0.43, 95% confidence interval 0.28 - 0.67, p < 0.001; one comorbidity - odds ratio 0.69, 95% confidence interval 0.47 - 1.01, p = 0.057; two comorbidities - odds ratio 1.85, 95% confidence interval 1.11 - 3.08, p = 0.019; ≥ three comorbidities - odds ratio 5.81, 95% confidence interval 2.77 - 12.16, p < 0.001. Discussion: This study shows an association between several comorbidities and hospital admission due to acute heart failure. The association seems to strengthen in the presence of multiple comorbidities. Conclusion: A comorbidome is a useful tool to identify comorbidities associated with higher risk of acute heart failure. The identification of vulnerable patients may allow multidimensional interventions to minimize future hospital admissions.
- Acute kidney injury with active urinary sediment analysis, a positive ANCA test and hypocomplememtemia: A tough situationPublication . Campos, A.; Vizcaíno, J.; Coelho, A.; Freitas, C.; Rocha, G.
- Acute total occlusion of the unprotected left main coronary artery: Patient characteristics and outcomesPublication . Calvão, João; Braga, Marta; Brandão, Mariana; Campinas, Andreia; Alexandre, André; Amador, Ana; Costa, Catarina; Silva, João C.; Silva, Marisa; Brochado, Bruno; Freitas, João; Macedo, FilipeIntroduction and objectives: Acute total occlusion of the unprotected left main coronary artery (LMCA) is a dramatic event. There are limited data regarding this population. We aimed to describe the clinical presentation and outcomes of patients and to determine predictors of in-hospital mortality. Methods: This retrospective study included patients presenting with acute (<12 h) myocardial infarction due to total occlusion of the LMCA (TIMI flow 0) between January 2008 and December 2020 in three tertiary hospitals. Results: During this period, 11036 emergent coronary angiographies were performed, 59 (0.5%) of which revealed acute total occlusion of the LMCA. Patients' mean age was 61.2 (SD±12.2) years and 73% were male. No patients had left dominance. At presentation, 73% were in cardiogenic shock, aborted cardiac arrest occurred in 27% and 97% underwent myocardial revascularization. Primary percutaneous coronary intervention was performed in 90% of cases and angiographic success was achieved in 56% of procedures, while 7% of patients underwent surgical revascularization. In-hospital mortality was 58%. Among survivors, 92% and 67% were alive after one and five years, respectively. After multivariate analysis, only cardiogenic shock and angiographic success were independent predictors of in-hospital mortality. Use of mechanical circulatory support and presence of well-developed collateral circulation were not predictive of short-term prognosis. Conclusion: Acute total occlusion of the LMCA is associated with a dismal prognosis. Cardiogenic shock and angiographic success play a major role in predicting the prognosis of these patients. The effect of mechanical circulatory support on patient prognosis remains to be determined.
- Acute tubulointersticial nephritis with uveitis: A report of two casesPublication . Silva, F.; Correia, S.; Castro, A.; Moreira, C.; Santos, S.; Malheiro, J.; Santos, J.; Martins, L.; Cabrita, A.Tubulointersticial nephritis and uveitis syndrome is an idiopathic and rare cause of acute kidney injury that should not overlooked, because it usually requires specific therapeutic interventions. We report two distinct cases: a young and an elder female. Both cases presented with unspecific constitutional symptoms but had different onset of renal and ocular involvement. Both were treated with topical and systemic corticoids and although there was a good initial response in both cases, an early relapse after steroids taper was observed in the younger patient and a persistent renal dysfunction in the older one. A high clinical suspicion and understanding of this disease is necessary for an adequate management and treatment of these patients. Recent data associates a worse renal prognosis when the disease appears in advanced age. In both of our cases the outcome was good but we had a short follow-up. The histological presentation of this disease in our older patient was similar to that reported in the literature, with a high percentage of fibrosis and chronicity of renal tissue that can contribute to the higher grade of renal dysfunction in this type of patients.
- Adjuvant Hyperthermic Intravesical Chemotherapy in Intermediate- and High-Risk Non-muscle Invasive Bladder CancerPublication . Magalhães, Joana C; Sousa, Maria João; Basto, Raquel; Fraga, Teresa; Gomes, Inês; Fernandes, Catarina; Mariano, Mónica; Paulo, Judy; Madeira, Pedro; Sousa, GabrielaIntroduction: Non-muscle invasive bladder cancer (NMIBC) is a frequently diagnosed neoplasm, which is typically managed with transurethral resection of bladder tumor (TURBT) eventually followed by intravesical therapies. Bacillus Calmette-Guérin (BCG) is used as first-line adjuvant treatment in high- (HR) and intermediate-risk (IR) NMIBC, although, in the latter, mitomycin C (MMC) may also be used. Multiple limitations to the use of BCG encouraged the search for therapeutic alternatives. In this context, hyperthermic intravesical chemotherapy with MMC (HIVEC-MMC) emerged as a promising therapy in the adjuvant setting for NMIBC. The aim of our study was to evaluate the tolerability, compliance, and survival outcomes of HIVEC-MMC in patients with IR- and HR-NMIBC. Material and methods: This was a single-center retrospective analysis of IR- and HR- NMIBC patients who received HIVEC-MMC after TURBT between August 2018 and August 2022. Levels of risk stratification were defined using the European Association of Urology (EAU) criteria. The protocol consisted of four weekly HIVEC-MMC instillations (induction) followed by six monthly instillations (maintenance). The primary outcomes were to evaluate the tolerability and compliance with the HIVEC-MMC protocol and secondary outcomes were disease-free survival (DFS) and overall survival (OS). For the purpose of statistical analysis, methods of descriptive statistics, survival analysis (Kaplan-Meier estimation), and multivariate analysis (Cox regression, and binary logistic regression) were used. Results: Fifty-seven patients were enrolled with a median age of 67.9 (34.4-83.5) years old. In this cohort, 40 patients (70.2%) had primary tumors. At the time of referral for HIVEC-MMC, the majority of the patients had IR-NMIBC (n= 33, 57.9%). A total of 41 patients (71.9%) completed the HIVEC-MMC protocol. Disease recurrence and adverse events (AEs) were the most common reasons to stop the protocol. After a median follow-up of 31 months (95% CI, 5.0-54.0), 32 patients (61.4%) were disease-free, 22 (38.6%) experienced recurrent disease and six patients (10.5%) died, although only one death was directly attributable to bladder cancer. The median DFS was 42 months (95% CI, 28.0-56.0). Completion of the HIVEC-MMC maintenance phase protocol stood as a predictive factor for DFS (44 months, 95% CI 29.1-58.9 vs. 14 months, 95% CI 0.0-29.6, p < 0.001; HR 4.48, 95% CI 1.65-12.15). The median OS was not reached; the 24- and 48-month OS were 92.6% and 82.7%, respectively. EAU risk group, ECOG-PS, and completion of HIVEC protocol were found to be significant predictive factors of OS but lost their significance on multivariate analysis. However, if we exclude those who experienced recurrence during the maintenance phase protocol, treatment completion had a significant positive impact on OS (HR: 42.8, 95% CI 1.75-1045.072, p= 0.021). Conclusions: Our study suggests that HIVEC is a secure and well-tolerated treatment with promising efficacy data, making this therapeutic approach a feasible option in IR- and HR-NMIBC patients, mainly in those who cannot tolerate or have contraindications to BCG therapy, but also as an alternative during BCG shortages.