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1.
Scand Cardiovasc J ; 58(1): 2335905, 2024 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38557164

RESUMO

Background. Sudden cardiac arrest (SCA), often also leading to sudden cardiac death (SCD), is a common complication in coronary artery disease. Despite the effort there is a lack of applicable prediction tools to identify those at high risk. We tested the association between the validated GRACE score and the incidence of SCA after myocardial infarction. Material and methods. A retrospective analysis of 1,985 patients treated for myocardial infarction (MI) between January 1st 2015 and December 31st 2018 and followed until the 31st of December of 2021. The main exposure variable was patients' GRACE score at the point of admission and main outcome variable was incident SCA after hospitalization. Their association was analyzed by subdistribution hazard (SDH) model analysis. The secondary endpoints included SCA in patients with no indication to implantable cardioverter-defibrillator (ICD) device and incident SCD. Results. A total of 1985 patients were treated for MI. Mean GRACE score at baseline was 118.7 (SD 32.0). During a median follow-up time of 5.3 years (IQR 3.8-6.1 years) 78 SCA events and 52 SCDs occurred. In unadjusted analyses one SD increase in GRACE score associated with over 50% higher risk of SCA (SDH 1.55, 95% CI 1.29-1.85, p < 0.0001) and over 40% higher risk for SCD (1.42, 1.12-1.79, p = 0.0033). The associations between SCA and GRACE remained statistically significant even with patients without indication for ICD device (1.57, 1.30-1.90, p < 0.0001) as well as when adjusting with patients LVEF and omitting the age from the GRACE score to better represent the severity of the cardiac event. The association of GRACE and SCD turned statistically insignificant when adjusting with LVEF. Conclusions. GRACE score measured at admission for MI associates with long-term risk for SCA.


What is already known about this subject?Nearly 50% of cardiac mortality is caused by sudden cardiac death, often due to sudden cardiac arrest.Despite the effort, there is a lack of applicable prediction tools to identify those at high risk.What does this study add?This study shows that GRACE score measured at the point of admission for myocardial infarction can be used to evaluate patients' risk for sudden cardiac arrest in a long-term follow-up.How might this impact on clinical practice?Based on our findings, the GRACE score at the point of admission could significantly affect the patients' need for an ICD device after hospitalization for MI and should be considered as a contributing factor when evaluating the patients' follow-up care.


Assuntos
Desfibriladores Implantáveis , Parada Cardíaca , Infarto do Miocárdio , Humanos , Seguimentos , Incidência , Estudos Retrospectivos , Fatores de Risco , Morte Súbita Cardíaca/epidemiologia , Morte Súbita Cardíaca/prevenção & controle , Morte Súbita Cardíaca/etiologia , Infarto do Miocárdio/diagnóstico , Infarto do Miocárdio/epidemiologia , Infarto do Miocárdio/terapia , Hospitalização
2.
J Therm Biol ; 121: 103826, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38520770

RESUMO

OBJECTIVES: The effectiveness of normal physiological thermoregulation complicates differentiation between pathologic changes in medical thermography associated with peripheral artery disease and a number of other clinical conditions. In this study we investigate a number of potential confounding factors to the thermal recovery rate after active limb cooling, with the main focus on age and sex. APPROACH: The source data consists of 53 healthy individuals with no diagnosed cardiovascular disease or reported symptoms and with a mean age of 38.4 (± 12.1) years. The sample population was further divided into male (N = 14) and female groups (N = 39). The thermal recovery time was measured using two thermal cameras from both lower limbs on plantar and dorsal sides. The active cooling was achieved using moldable cold pads placed on the plantar and dorsal side of the lower limb. The recovery was measured until the temperature had reached a stable level. The recovery time was determined from an exponential fit to the measured data. RESULTS: The correlation between the thermal recovery time constant and age varied from low to moderate linear correlation (0.31 ≤ ⍴ ≤ 70), depending on the inspected region of interest, with a higher statistically significant correlation in the medial regions. The contralateral limb temperature differences or the thermal time constants did not have statistically significant differences between the male and female sexes. Further, the secondary metrics such as participant's body mass, body-mass index, or systolic blood pressure had low or no correlation with the thermal recovery time in the study group. CONCLUSION: The thermal recovery time constant after active cooling appears as a relatively independent metric from the majority of the measured potential confounding factors. Age should be accounted for when performing thermal recovery measurements. However, dynamic thermal imaging and its methodologies require further research and exploration.


Assuntos
Regulação da Temperatura Corporal , Humanos , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Temperatura Baixa , Termografia/métodos , Extremidade Inferior/fisiologia
3.
Am Heart J ; 257: 9-19, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36384178

RESUMO

BACKGROUND: Sudden cardiac arrests (SCA) and sudden cardiac deaths (SCD) are believed to account for a large proportion of deaths due to cardiovascular causes. The purpose of this study is to provide comprehensive information on the epidemiology of SCAs and SCDs after acute coronary syndrome. METHODS: The incidence of SCA (including SCDs) was studied retrospectively among 10,316 consecutive patients undergoing invasive evaluation for acute coronary syndrome (ACS) between 2007 and 2018 at Tays Heart Hospital (sole provider of specialized cardiac care for a catchment area of over 0.5 million residents). Baseline and follow-up information was collected by combining information from the hospital's electronic health records, death certificate data, and a full-disclosure review of written patient records and accounts of the circumstances leading to death. RESULTS: During 12 years of follow-up, the cumulative incidence of SCAs (including SCDs) was 9.8% (0.8% annually) and that of SCDs 5.4% (0.5% annually). Cumulative incidence of SCAs in patients with ST-elevation myocardial infarction, non-ST-elevation myocardial infarction and unstable angina pectoris were: 11.9%,10.2% and 5.7% at 12 years. SCAs accounted for 30.5% (n = 528/1,732) of all deaths due to cardiovascular causes. The vast majority of SCAs (95.6%) occurred in patients without implantable cardioverter defibrillator (ICD) devices or among patients with no recurrent hospitalizations for coronary artery disease (89.1%). CONCLUSIONS: SCAs accounted for less than a third of all deaths due to cardiovascular causes among patients with previous ACS. Incidence of SCA is highest among STEMI and NSTEMI patients. After the hospital discharge, most of SCAs happen to NSTEMI patients.


Assuntos
Síndrome Coronariana Aguda , Parada Cardíaca , Infarto do Miocárdio , Infarto do Miocárdio sem Supradesnível do Segmento ST , Infarto do Miocárdio com Supradesnível do Segmento ST , Humanos , Incidência , Síndrome Coronariana Aguda/complicações , Infarto do Miocárdio sem Supradesnível do Segmento ST/complicações , Estudos Retrospectivos , Fatores de Risco , Infarto do Miocárdio/complicações , Infarto do Miocárdio/epidemiologia , Morte Súbita Cardíaca/epidemiologia , Morte Súbita Cardíaca/etiologia , Parada Cardíaca/complicações , Angina Instável/epidemiologia , Infarto do Miocárdio com Supradesnível do Segmento ST/complicações
4.
Eur J Vasc Endovasc Surg ; 65(3): 339-345, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36209966

RESUMO

OBJECTIVE: Brain atrophy is associated with an increased mortality rate in elderly trauma patients and in patients treated with mechanical thrombectomy for acute ischaemic stroke. In the setting of ischaemic stroke, the association between brain atrophy and death is stronger than that of sarcopenia. It has previously been shown that lower masseter area, as a marker of sarcopenia, is linked to lower survival after carotid endarterectomy (CEA). The aim of this study was to investigate whether brain atrophy is also associated with long term mortality in patients undergoing CEA. METHODS: A cohort of patients treated with CEA between 2004 and 2010 was retrieved from the Tampere University Hospital vascular registry and those with available pre-operative computed tomography (CT) imaging were analysed retrospectively. CT images were evaluated for brain atrophy index (BAI) and masseter muscle surface area and density. The association between BAI and mortality was investigated with Cox regression. RESULTS: Two hundred and thirty-three patients with a median (interquartile range [IQR]) age of 71 years (64.0, 77.0) were included. Most patients were operated on for symptomatic stenosis (n = 203; 87.1%). The median (IQR) duration of follow up was 115.0 months (66.0, 153.0), and 155 patients (66.5%) died during follow up. BAI was statistically significantly correlated with age (r = .489), average masseter density (r = -.202), and smoking (r = -.186; all p <.005). Increased BAI was statistically significantly associated with overall mortality (hazard ratio [HR] 1.45, 95% confidence interval [CI] 1.25 - 1.68, per one standard deviation [SD] increase) in the univariable analysis, and the association remained (HR 1.23, 95% CI 1.04 - 1.46, per one SD increase) in the multivariable models. Age, peripheral artery disease, and chronic obstructive pulmonary disease were also independently associated with mortality. The optimal cutoff value for BAI was 0.133. CONCLUSION: Brain atrophy independently predicts the long term post-operative mortality rate after CEA in a cohort containing mainly symptomatic patients. Future studies are needed to validate the results in prospective settings and in asymptomatic patients.


Assuntos
Isquemia Encefálica , Estenose das Carótidas , Endarterectomia das Carótidas , Sarcopenia , Acidente Vascular Cerebral , Humanos , Idoso , Endarterectomia das Carótidas/efeitos adversos , Estenose das Carótidas/cirurgia , Isquemia Encefálica/etiologia , Sarcopenia/complicações , Estudos Retrospectivos , Estudos Prospectivos , Acidente Vascular Cerebral/etiologia , Resultado do Tratamento , Fatores de Risco , Atrofia/complicações , Encéfalo , Medição de Risco
5.
J Therm Biol ; 112: 103467, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36796912

RESUMO

OBJECTIVES: Current chronic limb threatening ischemia (CLTI) diagnostics require expensive equipment, using ionizing radiation or contrast agents, or summative surrogate methods lacking in spatial information. Our aim is to develop and improve contactless, non-ionizing and cost-effective diagnostic methods for CLTI assessment with high spatial accuracy by utilizing dynamic thermal imaging and the angiosome concept. APPROACH: Dynamic thermal imaging test protocol was suggested and implemented with a number of computational parameters. Pilot data was measured from 3 healthy young subjects, 4 peripheral artery disease (PAD) patients and 4 CLTI patients. The protocol consists of clinical reference measurements, including ankle- and toe-brachial indices (ABI, TBI), and a modified patient bed for hydrostatic and thermal modulation tests. The data was analyzed using bivariate correlation. RESULTS: The thermal recovery time constant was on average higher for the PAD (88%) and CLTI (83%) groups with respect to the healthy young subjects. The contralateral symmetry was high for the healthy young group and low for the CLTI group. The recovery time constants showed high negative correlation to TBI (ρ = -0.73) and ABI (ρ = -0.60). The relation of these clinical parameters to the hydrostatic response and absolute temperatures (|ρ|<0.3) remained unclear. CONCLUSION: The lack of correlation for absolute temperatures or their contralateral differences with the clinical status, ABI and TBI disputes their use in CLTI diagnostics. Thermal modulation tests tend to augment the signs of thermoregulation deficiencies and accordingly high correlations were found with all reference metrics. The method is promising for establishing the connection between impaired perfusion and thermography. The hydrostatic modulation test requires more research with stricter test conditions.


Assuntos
Isquemia Crônica Crítica de Membro , Doença Arterial Periférica , Humanos , Isquemia/diagnóstico por imagem , Extremidade Inferior/irrigação sanguínea , Doença Arterial Periférica/diagnóstico por imagem , Tornozelo , Fatores de Risco , Estudos Retrospectivos
6.
J Clin Monit Comput ; 37(1): 45-53, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-35394583

RESUMO

To evaluate the accuracy of heart rate variability (HRV) parameters obtained with a wrist-worn photoplethysmography (PPG) monitor in patients recovering from minimally invasive colon resection to investigate whether PPG has potential in postoperative patient monitoring. 31 patients were monitored for three days or until discharge or reoperation using a wrist-worn PPG monitor (PulseOn, Finland) with a Holter monitor (Faros 360, Bittium Biosignals, Finland) as a reference measurement device. Beat-to-beat intervals (BBI) and HRV information collected by PPG were compared with RR intervals (RRI) and HRV obtained from the ECG reference after removing artefacts and ectopic beats. The beat-to-beat mean error (ME) and mean absolute error (MAE) of good quality heartbeat intervals obtained by wrist PPG were estimated as - 1.34 ms and 10.4 ms respectively. A significant variation in the accuracy of the HRV parameters was found. In the time domain, SDNN (9.11%), TRI (11.4%) and TINN (11.1%) were estimated with low relative MAE, while RMSSD (34.3%), pNN50 (139%) and NN50 (188%) had higher errors. The logarithmic parameters in the frequency domain (VLF Log, LF Log and HF Log) exhibited the lowest relative error, and for non-linear parameters, SD2 (7.5%), DFA α1 (8.25%) and DFA α2 (4.71%) were calculated much more accurately than SD1 (34.3%). The wrist PPG shows some potential for use in a clinical setting. The accuracy of several HRV parameters analyzed post hoc was found sufficient to be used in further studies concerning postoperative recovery of patients undergoing laparoscopic colon resection, although there were large errors in many common HRV parameters such as RMSSD, pNN50 and NN50, rendering them unusable.ClinicalTrials.gov Identifier: NCT04996511, August 9, 2021, retrospectively registered.


Assuntos
Fotopletismografia , Punho , Humanos , Frequência Cardíaca/fisiologia , Eletrocardiografia , Eletrocardiografia Ambulatorial , Colo
7.
J Stroke Cerebrovasc Dis ; 32(4): 106996, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-36801497

RESUMO

OBJECTIVES: The current bifurcation of the acute stroke care pathway requires prehospital separation of strokes caused by large vessel occlusion. The first four binary items of the Finnish Prehospital Stroke Scale (FPSS) identify stroke in general, while the fifth binary item alone identifies stroke due to large vessel occlusion. The straightforward design is both easy for paramedics and statistically beneficial. We implemented FPSS based Western Finland Stroke Triage Plan, including medical districts of a comprehensive stroke center and four primary stroke centers. PATIENTS AND METHODS: The prospective study population was consecutive recanalization candidates transported to the comprehensive stroke center within the first six months of implementing the stroke triage plan. Cohort 1 consisted of n=302 thrombolysis- or endovascular treatment candidates transported from the comprehensive stroke center hospital district. Cohort 2 comprised ten endovascular treatment candidates transferred directly to the comprehensive stroke center from the medical districts of four primary stroke centers. RESULTS: In Cohort 1, FPSS sensitivity for large vessel occlusion was 0.66, specificity 0.94, positive predictive value 0.70, and negative predictive value 0.93. Of the ten Cohort 2 patients, nine had large vessel occlusion, and one had an intracerebral hemorrhage. CONCLUSIONS: FPSS is straightforward enough to be implemented in primary care services to identify candidates for endovascular treatment and thrombolysis. When used by paramedics, it predicted two-thirds of large vessel occlusions with the highest specificity and positive predictive value reported to date.


Assuntos
Isquemia Encefálica , Serviços Médicos de Emergência , Acidente Vascular Cerebral , Humanos , Finlândia , Isquemia Encefálica/terapia , Estudos Prospectivos , Acidente Vascular Cerebral/diagnóstico , Acidente Vascular Cerebral/terapia , Acidente Vascular Cerebral/etiologia , Triagem , Valor Preditivo dos Testes
8.
J Med Syst ; 47(1): 66, 2023 May 26.
Artigo em Inglês | MEDLINE | ID: mdl-37233836

RESUMO

Emergency department (ED) crowding is a well-recognized threat to patient safety and it has been repeatedly associated with increased mortality. Accurate forecasts of future service demand could lead to better resource management and has the potential to improve treatment outcomes. This logic has motivated an increasing number of research articles but there has been little to no effort to move these findings from theory to practice. In this article, we present first results of a prospective crowding early warning software, that was integrated to hospital databases to create real-time predictions every hour over the course of 5 months in a Nordic combined ED using Holt-Winters' seasonal methods. We show that the software could predict next hour crowding with an AUC of 0.94 (95% CI: 0.91-0.97) and 24 hour crowding with an AUC of 0.79 (95% CI: 0.74-0.84) using simple statistical models. Moreover, we suggest that afternoon crowding can be predicted at 1 p.m. with an AUC of 0.84 (95% CI: 0.74-0.91).


Assuntos
Serviço Hospitalar de Emergência , Modelos Estatísticos , Humanos , Estudos Prospectivos , Previsões , Aglomeração , Software
9.
J Vasc Surg ; 76(4): 908-915.e2, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35367563

RESUMO

OBJECTIVE: This study evaluated radiographically quantified sarcopenia and the patient's comorbidity burden based on traditional cardiovascular risk assessment as potential predictors of long-term mortality after endovascular aortic repair (EVAR). METHODS: The study included 480 patients treated with standard EVAR for intact infrarenal abdominal aortic aneurysms. Patient characteristics, comorbidities, aneurysm dimensions, and other preoperative risk factors were collected retrospectively. Preoperative computed tomography was used to measure psoas muscle area (PMA) at the L3 level. Patients were divided into three groups based on American Society of Anesthesiologists (ASA) score and PMA. In the high-risk group, patients had sarcopenia (PMA <8.0 cm2 for males and <5.5 cm2 for females) and an ASA score of 4. In the medium-risk group, patients had either sarcopenia or an ASA score of 4. Patients in the low-risk group had no sarcopenia and the ASA score was less than 4. Risk factors for long-term mortality were determined using multivariable analysis. Kaplan-Meier survival estimates were calculated for all-cause mortality. RESULTS: Patients in the high- and medium-risk groups were older than those in the low-risk group (77 ± 7, 76 ± 6, and 74 ± 8 years, respectively, P < .01). Patients in the high-risk group had higher prevalence of coronary artery disease, pulmonary disease, and chronic kidney disease. There were no differences in 30-day or 90-day mortality between the groups. The independent predictors of long-term mortality were age, ASA score, PMA, chronic kidney disease, and maximum aneurysm sac diameter. The estimated 1-year mortality rates were 5% ± 2% for the low-risk, 5% ± 2% for the medium-risk, and 18% ± 5% for the high-risk group (P < .01). Five-year mortality estimates were 23% ± 4%, 36% ± 3%, and 60% ± 6%, respectively (P < .01). The mean follow-up time was 5.0 ± 2.8 years. CONCLUSIONS: Both ASA and PMA were strong predictors of increased mortality after elective EVAR. The combination of these two can be used as a simple risk stratification tool to identify patients in whom aneurysm repair or the intensive long-term surveillance after EVAR may be unwarranted.


Assuntos
Aneurisma da Aorta Abdominal , Implante de Prótese Vascular , Doenças Cardiovasculares , Procedimentos Endovasculares , Insuficiência Renal Crônica , Sarcopenia , Aneurisma da Aorta Abdominal/diagnóstico por imagem , Aneurisma da Aorta Abdominal/etiologia , Aneurisma da Aorta Abdominal/cirurgia , Implante de Prótese Vascular/efeitos adversos , Doenças Cardiovasculares/cirurgia , Feminino , Fatores de Risco de Doenças Cardíacas , Humanos , Masculino , Insuficiência Renal Crônica/etiologia , Estudos Retrospectivos , Medição de Risco/métodos , Fatores de Risco , Sarcopenia/complicações , Sarcopenia/diagnóstico por imagem , Resultado do Tratamento
10.
J Surg Oncol ; 125(4): 577-588, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-34779520

RESUMO

BACKGROUND AND OBJECTIVES: Optimal margins for ductal carcinoma in situ (DCIS) remain controversial in breast-conserving surgery (BCS) and mastectomy. We examine the association of positive margins, reoperations, DCIS and age. METHODS: A retrospective study of histopathological reports (4489 patients). Margin positivity was defined as ink on tumor for invasive carcinoma. For DCIS, we applied 2 mm anterior and side margin thresholds, and ink on tumor in the posterior margin. RESULTS: The incidence of positive side margins was 20% in BCS and 5% in mastectomies (p < 0.001). Of these patients, 68% and 14% underwent a reoperation (p < 0.001). After a positive side margin in BCS, the reoperation rates according to age groups were 74% (<49), 69% (50-64), 68% (65-79), and 42% (80+) (p = 0.013). Of BCS patients with invasive carcinoma in the side margin, 73% were reoperated on. A reoperation was performed in 70% of patients with a close (≤1 mm) DCIS side margin, compared to 43% with a wider (1.1-2 mm) margin (p = 0.002). The reoperation rates were 55% in invasive carcinoma with close DCIS, 66% in close extensive intraductal component (EIC), and 83% in close pure DCIS (p < 0.001). CONCLUSIONS: Individual assessment as opposed to rigid adherence to guidelines was used in the decision on reoperation.


Assuntos
Neoplasias da Mama/cirurgia , Carcinoma Ductal de Mama/cirurgia , Carcinoma Intraductal não Infiltrante/cirurgia , Carcinoma Lobular/cirurgia , Margens de Excisão , Mastectomia/métodos , Reoperação/estatística & dados numéricos , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias da Mama/patologia , Carcinoma Ductal de Mama/patologia , Carcinoma Intraductal não Infiltrante/patologia , Carcinoma Lobular/patologia , Feminino , Seguimentos , Humanos , Pessoa de Meia-Idade , Prognóstico , Estudos Retrospectivos
11.
Exp Mol Pathol ; 125: 104759, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35337806

RESUMO

Pathological gross examination of breast carcinoma samples is sometimes laborious. A tissue pre-mapping method could indicate neoplastic areas to the pathologist and enable focused sampling. Differential Mobility Spectrometry (DMS) is a rapid and affordable technology for complex gas mixture analysis. We present an automated tissue laser analysis system for imaging approaches (iATLAS), which utilizes a computer-controlled laser evaporator unit coupled with a DMS gas analyzer. The system is demonstrated in the classification of porcine tissue samples and three human breast carcinomas. Tissue samples from eighteen landrace pigs were classified with the system based on a pre-designed matrix (spatial resolution 1-3 mm). The smoke samples were analyzed with DMS, and tissue classification was performed with several machine learning approaches. Porcine skeletal muscle (n = 1030), adipose tissue (n = 1329), normal breast tissue (n = 258), bone (n = 680), and liver (n = 264) were identified with 86% cross-validation (CV) accuracy with a convolutional neural network (CNN) model. Further, a panel tissue that comprised all five tissue types was applied as an independent validation dataset. In this test, 82% classification accuracy with CNN was achieved. An analogous procedure was applied to demonstrate the feasibility of iATLAS in breast cancer imaging according to 1) macroscopically and 2) microscopically annotated data with 10-fold CV and SVM (radial kernel). We reached a classification accuracy of 94%, specificity of 94%, and sensitivity of 93% with the macroscopically annotated data from three breast cancer specimens. The microscopic annotation was applicable to two specimens. For the first specimen, the classification accuracy was 84% (specificity 88% and sensitivity 77%). For the second, the classification accuracy was 72% (specificity 88% and sensitivity 24%). This study presents a promising method for automated tissue imaging in an animal model and lays foundation for breast cancer imaging.


Assuntos
Neoplasias da Mama , Mama , Animais , Mama/patologia , Neoplasias da Mama/patologia , Feminino , Humanos , Espectrometria de Mobilidade Iônica , Lasers , Análise Espectral , Suínos
12.
BMC Med Inform Decis Mak ; 22(1): 134, 2022 05 17.
Artigo em Inglês | MEDLINE | ID: mdl-35581648

RESUMO

BACKGROUND AND OBJECTIVE: Emergency Department (ED) overcrowding is a chronic international issue that is associated with adverse treatment outcomes. Accurate forecasts of future service demand would enable intelligent resource allocation that could alleviate the problem. There has been continued academic interest in ED forecasting but the number of used explanatory variables has been low, limited mainly to calendar and weather variables. In this study we investigate whether predictive accuracy of next day arrivals could be enhanced using high number of potentially relevant explanatory variables and document two feature selection processes that aim to identify which subset of variables is associated with number of next day arrivals. Performance of such predictions over longer horizons is also shown. METHODS: We extracted numbers of total daily arrivals from Tampere University Hospital ED between the time period of June 1, 2015 and June 19, 2019. 158 potential explanatory variables were collected from multiple data sources consisting not only of weather and calendar variables but also an extensive list of local public events, numbers of website visits to two hospital domains, numbers of available hospital beds in 33 local hospitals or health centres and Google trends searches for the ED. We used two feature selection processes: Simulated Annealing (SA) and Floating Search (FS) with Recursive Least Squares (RLS) and Least Mean Squares (LMS). Performance of these approaches was compared against autoregressive integrated moving average (ARIMA), regression with ARIMA errors (ARIMAX) and Random Forest (RF). Mean Absolute Percentage Error (MAPE) was used as the main error metric. RESULTS: Calendar variables, load of secondary care facilities and local public events were dominant in the identified predictive features. RLS-SA and RLS-FA provided slightly better accuracy compared ARIMA. ARIMAX was the most accurate model but the difference between RLS-SA and RLS-FA was not statistically significant. CONCLUSIONS: Our study provides new insight into potential underlying factors associated with number of next day presentations. It also suggests that predictive accuracy of next day arrivals can be increased using high-dimensional feature selection approach when compared to both univariate and nonfiltered high-dimensional approach. Performance over multiple horizons was similar with a gradual decline for longer horizons. However, outperforming ARIMAX remains a challenge when working with daily data. Future work should focus on enhancing the feature selection mechanism, investigating its applicability to other domains and in identifying other potentially relevant explanatory variables.


Assuntos
Serviço Hospitalar de Emergência , Armazenamento e Recuperação da Informação , Previsões , Humanos , Alocação de Recursos , Tempo
13.
J Vasc Surg ; 74(5): 1651-1658.e1, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34019985

RESUMO

OBJECTIVE: Statin therapy, associated with improved short-term survival after treatment of abdominal aortic aneurysms, may also predispose to muscle side effects. Evidence on statin-related sarcopenia is limited mainly to muscle function, and it is subject to several sources of bias. In the long term, postoperative development of sarcopenia is linked to mortality after endovascular repair (EVAR). We investigated statin use and long-term postoperative mortality after EVAR in relation to objective measurable markers of sarcopenia (psoas muscle surface area and density). METHODS: Altogether 216 abdominal aortic aneurysm patients treated with EVAR between 2006 and 2014 at Tampere University Hospital (Finland) were retrospectively studied. Psoas muscle parameters at the L3 level were evaluated from baseline and mainly 1- to 3-year follow-up computed tomography studies. Cox regression was used to study the association between statin medication, psoas muscle changes, and all-cause mortality. RESULTS: The majority of patients were male (87%), and the mean age was 77.7 years (standard deviation, 7.4). The median duration of follow-up was 6.3 years (interquartile range, 3.5) with a total mortality of 54.2% (n = 117). Regardless of a higher burden of comorbidities, statin users (n = 119) had lower mortality when compared with nonusers (multivariable hazard ratio [HR]: 0.69, 95% confidence interval: 0.48-0.99, P = .048). Furthermore, statin use was not associated with inferior muscle parameter values, and the relative change in psoas muscle area was actually lower in statin users compared with nonusers (-15.7% and -21.1%, P < .046). CONCLUSIONS: Statin use is associated with lower long-term mortality among patients undergoing EVAR without predisposing to increased sarcopenia.


Assuntos
Aneurisma da Aorta Abdominal/cirurgia , Implante de Prótese Vascular , Procedimentos Endovasculares , Inibidores de Hidroximetilglutaril-CoA Redutases/efeitos adversos , Músculos Psoas/efeitos dos fármacos , Sarcopenia/induzido quimicamente , Idoso , Idoso de 80 Anos ou mais , Aneurisma da Aorta Abdominal/diagnóstico por imagem , Aneurisma da Aorta Abdominal/mortalidade , Implante de Prótese Vascular/efeitos adversos , Implante de Prótese Vascular/mortalidade , Procedimentos Endovasculares/efeitos adversos , Procedimentos Endovasculares/mortalidade , Feminino , Finlândia , Humanos , Masculino , Valor Preditivo dos Testes , Músculos Psoas/diagnóstico por imagem , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Sarcopenia/diagnóstico por imagem , Sarcopenia/mortalidade , Fatores de Tempo , Tomografia Computadorizada por Raios X , Resultado do Tratamento
14.
J Vasc Surg ; 73(4): 1178-1188.e1, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33002587

RESUMO

OBJECTIVE: The present study evaluated the psoas muscle area and attenuation (radiodensity), quantified by computed tomography, together with clinical risk assessment, as predictors of outcomes after fenestrated and branched endovascular aortic repair (FBEVAR). METHODS: The present single-center study included 504 patients who had undergone elective FBEVAR for pararenal or thoracoabdominal aortic aneurysms. The clinical risk assessment included age, sex, comorbidities, body mass index, glomerular filtration rate, aneurysm size and extent, cardiac stress test results, ejection fraction, and American Society of Anesthesiologists (ASA) score. Preoperative computed tomography was used to measure the psoas muscle area and attenuation at the L3 level. The lean psoas muscle area (LPMA; area in cm2 multiplied by attenuation in Hounsfield units [HU]) was calculated by multiplying the area by the attenuation. The risk factors for 90-day mortality, major adverse events (MAEs), and long-term mortality were determined using multivariable analysis. MAEs included 30-day or in-hospital death, acute kidney injury, myocardial infarction, respiratory failure, paraplegia, stroke, and bowel ischemia. A novel risk stratification method was proposed according to the strongest predictors of mortality and MAEs on multivariable analysis. RESULTS: The 30-day mortality, 90-day mortality, and MAE rates were 2.0%, 5.6%, and 20%, respectively. The independent predictors of 90-day mortality were chronic obstructive pulmonary disease, chronic kidney disease, ASA score, and LPMA. The independent predictors of MAEs were aneurysm diameter, glomerular filtration rate, and LPMA. For long-term mortality, the independent predictors were chronic kidney disease, congestive heart failure, extent I-III thoracoabdominal aortic aneurysms, ASA score, and LPMA. The patients were stratified into three groups according to the ASA score and LPMA: low risk, ASA score II or LPMA >350 cm2HU (n = 290); medium risk, ASA score III and LPMA ≤350 cm2HU (n = 181); and high risk, ASA score IV and LPMA ≤350 cm2HU (n = 33). The 90-day mortality and MAE rates were 1.7% and 16% in the low-, 7.2% and 24% in the medium-, and 30% and 33% in the high-risk patients, respectively (P < .001 and P = .02, respectively). Patients with ASA score IV and LPMA <200 cm2HU, indicating sarcopenia (n = 14) had a 43% risk of death within 90 days. The 3-year survival estimates were 80% ± 3% for the low-, 70% ± 4% for the medium-, and 35% ± 9% for the high-risk patients (P < .001). The mean follow-up time was 3.1 ± 2.3 years. CONCLUSIONS: LPMA was a strong predictor of outcomes and the only independent predictor of both mortality and MAEs after FBEVAR. A high muscle mass was protective against complications, regardless of the ASA score. Risk stratification based on the ASA score and LPMA can be used to identify patients at excessively high operative risk.


Assuntos
Aneurisma da Aorta Abdominal/cirurgia , Aneurisma da Aorta Torácica/cirurgia , Implante de Prótese Vascular , Composição Corporal , Procedimentos Endovasculares , Músculos Psoas/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Idoso , Idoso de 80 Anos ou mais , Aneurisma da Aorta Abdominal/diagnóstico por imagem , Aneurisma da Aorta Abdominal/mortalidade , Aneurisma da Aorta Torácica/diagnóstico por imagem , Aneurisma da Aorta Torácica/mortalidade , Implante de Prótese Vascular/efeitos adversos , Implante de Prótese Vascular/mortalidade , Tomada de Decisão Clínica , Procedimentos Endovasculares/efeitos adversos , Procedimentos Endovasculares/mortalidade , Feminino , Mortalidade Hospitalar , Humanos , Masculino , Complicações Pós-Operatórias/mortalidade , Valor Preditivo dos Testes , Músculos Psoas/fisiopatologia , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento
15.
Cancer Control ; 28: 10732748211039762, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-35135363

RESUMO

BACKROUND: Polyamines play an important role in cellular proliferation, and the change in polyamine metabolism is reported in various cancers. We searched for urinary polyamine signature for distinguishing between pancreatic cancer, premalignant lesions of the pancreas (PLP), acute and chronic pancreatitis, and controls. METHODS: Patients and controls were prospectively recruited in three Finnish hospitals between October 2013 and June 2016. The patients provided a urine sample at the time of the diagnosis. The panel of 14 polyamines was obtained in a single run with mass spectrometry. The polyamine concentrations were analysed with quadratic discriminant analysis and cross-validated with leave-one-out cross-validation. RESULTS: Sixty-eight patients with pancreatic cancer, 36 with acute pancreatitis, 18 with chronic pancreatitis and 7 with PLP were recruited, as were 53 controls. The combination of 4 polyamines - acetylputrescine, diacetylspermidine, N8-acetylspermidine and diacetylputrescine - distinguished pancreatic cancer and PLP from controls (sensitivity = 94%, specificity = 68% and AUC = 0.88). The combination of diacetylspermidine, N8-acetylspermidine and diacetylspermine distinguished acute pancreatitis from controls (sensitivity = 94%, specificity = 92%, AUC = 0.98). The combination of acetylputrescine, diacetylspermidine and diacetylputrescine distinguished chronic pancreatitis from controls (sensitivity = 98%, specificity = 71%, AUC = 0.93). CONCLUSIONS: Optimally selected urinary polyamine panels discriminate between pancreatic cancer and controls, as well as between acute and chronic pancreatitis and controls.


Assuntos
Neoplasias Pancreáticas , Pancreatite , Doença Aguda , Humanos , Neoplasias Pancreáticas/diagnóstico , Poliaminas , Espermidina/análogos & derivados
16.
J Vasc Surg ; 71(4): 1169-1178.e5, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-31471236

RESUMO

BACKGROUND: Preoperatively detected sarcopenia as reflected by psoas muscle area (PMA) is associated with postoperative mortality after abdominal aortic aneurysm (AAA) repair. We studied, whether changes in PMA and lean PMA (LPMA) after endovascular aortic repair (EVAR) are associated with postoperative survival. METHODS: In 122 AAA patients treated between 2008 and 2016 (90% male; median age, 77.8 years; interquartile range, 11.5; rupture 2.5%) PMA and LPMA at L3 level were measured retrospectively from preoperative and 1- and 3-year follow-up computed tomography (CT) studies. The median duration of follow-up was 6.0 years (interquartile range, 3.5) and all-cause mortality was 46.7%. Association of radiologic muscle parameters with all-cause mortality was evaluated with Cox regression. Clinical data were collected from an institutional database and patient record databases. RESULTS: There was a significant decrease in PMA and LPMA at L3 level (mean, -4.4 cm2 [-26.8%] for PMA and -130.4 cm2 × Hounsfield units [-21.6%] for LPMA, respectively; P < .001) and the greatest decline occurred during the first postoperative year after EVAR. Relative PMA change during follow-up (ΔPMA/baseline CT muscle parameter) was independently associated with mortality in multivariable analysis (hazard ratio, 0.977 for a 1% unit increase; 95% confidence interval, 0.960-0.995; P = .011). CONCLUSIONS: The most significant loss of skeletal muscle occurs during the first year after EVAR. The relative change in PMA from baseline is an independent predictor of mortality. For every 10% unit increase in ΔPMA/baseline CT muscle parameter bilaterally, there was a 21% decrease in the probability of death during follow-up. Early detection (from CT studies) and prevention of sarcopenia may potentially improve survival in EVAR-treated patients.


Assuntos
Aneurisma da Aorta Abdominal/mortalidade , Aneurisma da Aorta Abdominal/cirurgia , Ruptura Aórtica/mortalidade , Ruptura Aórtica/cirurgia , Procedimentos Endovasculares , Sarcopenia/mortalidade , Idoso , Aneurisma da Aorta Abdominal/diagnóstico por imagem , Feminino , Humanos , Masculino , Prognóstico , Estudos Retrospectivos , Taxa de Sobrevida , Tomografia Computadorizada por Raios X
17.
J Vasc Surg ; 71(4): 1268-1275, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-31495677

RESUMO

OBJECTIVE: The objective of this study was to assess factors predisposing patients to recurrent acute lower limb ischemia (RALLI). METHODS: Acute lower limb ischemia patients treated with catheter-directed thrombolysis (CDT) at Tampere University Hospital and Turku University Hospital between March 2002 and December 2015 were included. The patients' baseline demographics, comorbidities, and other characteristics were assessed retrospectively. Significant factors revealed by univariable analysis were tested in a multivariable model for associations with RALLI. A patency analysis was performed, and the risks of reocclusion were identified. The limb salvage rates after reocclusion were evaluated. RESULTS: Altogether, 303 consecutive patients with a mean age of 71 years (standard deviation, 11.8 years) were included. Of them, 159 (52.5%) were men. A total of 164 (54.1%) native arterial and 139 (45.9%) bypass graft occlusions were initially treated with CDT. On completion of CDT, 204 additional endovascular or conventional surgical procedures on 203 patients were performed to obtain adequate distal perfusion. During a median follow-up of 40 months (interquartile range, 69 months), 40 (24.4%) cases of RALLI occurred in native arteries and 90 (64.7%) in bypass graft patients (P < .001). In native arteries, the absence of appropriate anticoagulant and antiplatelet medication was independently associated with the development of acute reocclusions (hazard ratio, 6.51) in the Cox multivariable regression analysis. The patency rates were 86.6%, 72.2%, and 68.0% at 1 year, 5 years, and 9 years, respectively. In bypass grafts, worsened tibial runoff (crural index III: hazard ratio, 2.40) was independently associated with RALLI. The respective patency rates were 60.5%, 34.0%, and 29.2% for synthetic conduits and 30.8%, 20.5%, and 13.7% for autologous vein grafts at 1 year, 5 years, and 9 years. Altogether, 38 (29.2%) major amputations were performed on patients with reocclusions. Patients with synthetic conduits demonstrated superior limb salvage rates after reocclusion in comparison to native arteries or vein grafts (P = .025). CONCLUSIONS: Appropriate post-thrombolytic antiplatelet or anticoagulant treatment after native arterial events is of great importance, but additional data are needed to improve treatment algorithms. Adequate outflow in bypass graft patients is crucial. Patients with prosthetic bypass grafts have superior limb salvage rates after reocclusion.


Assuntos
Isquemia/tratamento farmacológico , Extremidade Inferior/irrigação sanguínea , Terapia Trombolítica , Idoso , Feminino , Humanos , Salvamento de Membro , Masculino , Prognóstico , Recidiva , Sistema de Registros , Estudos Retrospectivos , Fatores de Risco , Grau de Desobstrução Vascular
18.
Exp Mol Pathol ; 117: 104526, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32888958

RESUMO

Pathologic examination of clinical tissue samples is time consuming and often does not involve the comprehensive analysis of the whole specimen. Automated tissue analysis systems have potential to make the workflow of a pathologist more efficient and to support in clinical decision-making. So far, these systems have been based on application of mass spectrometry imaging (MSI). MSI provides high fidelity and the results in tissue identification are promising. However, the high cost and need for maintenance limit the adoption of MSI in the clinical setting. Thus, there is a need for new innovations in the field of pathological tissue imaging. In this study, we show that differential ion mobility spectrometry (DMS) is a viable option in tissue imaging. We demonstrate that a DMS-driven solution performs with up to 92% accuracy in differentiating between two grossly distinct animal tissues. In addition, our model is able to classify the correct tissue with 81% accuracy in an eight-class setting. The DMS-based system is a significant innovation in a field dominated by mass-spectrometry-based solutions. By developing the presented platform further, DMS technology could be a cost-effective and helpful tool for automated pathological analysis.


Assuntos
Tomada de Decisão Clínica , Espectrometria de Mobilidade Iônica/métodos , Espectrometria de Massas/métodos , Imagem Molecular/métodos , Automação , Humanos , Manejo de Espécimes
19.
Eur J Vasc Endovasc Surg ; 59(1): 31-39, 2020 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-31718987

RESUMO

OBJECTIVE: To investigate the association between psoas muscle area (PMA) and density (PMD) with survival and quality of life (QoL) after fenestrated-branched endovascular aortic repair (F-BEVAR). METHODS: The study included 244 consecutive patients enrolled in a prospective study to investigate outcomes of F-BEVAR. Pre-operative computed tomography angiography was used to measure PMA (cm2) and PMD (Hounsfield unit [HU]) at the L3 level. Lean PMA (LPMA) was calculated (PMA × PMD). Patients were divided into two groups using the LPMA cut off point based on a Cox hazard model. Group A was defined as LPMA ≥350 (n = 79) and group B as LPMA < 350 cm2 × HU (n = 165). QoL was assessed at baseline and at 12 months using the Short Form-36. RESULTS: Patients in group A were younger (mean age 72 ± 8 vs. 76 ± 7 years; p < .001), more often male (95% vs. 59%; p < .001), and had higher body mass index (30 ± 6 vs. 27 ± 5 kg/m2; p = .001). There were no major differences in comorbidities, aneurysm extent, or procedural measures between the groups. Thirty day mortality (0% vs. 0.6%; p = 1.0) and major adverse event rates (15% vs. 24%; p = .18) were similar in groups A and B. At three years, patient survival was 94% ± 3% in group A and 75% ± 4% in group B (hazard ratio [HR] 0.20, 95% confidence interval [CI] 0.07-0.56; p = .002). The three-year survival difference was even more prominent in patients aged ≥75 years: 100% for group A and 72% ± 5% for group B (HR 0.12, 95% CI 0.02-0.86; p = .035). Patients in group A had significantly higher QoL scores at baseline and at 12 months. LPMA was the strongest independent predictor of survival during follow up in multivariable analysis (adjusted HR 0.59 per 1 standard deviation, 95% CI 0.40-0.87; p = .008). CONCLUSION: A high LPMA was independently and strongly associated with better mid term survival and QoL after F-BEVAR. LPMA may help to identify the best candidates for F-BEVAR among elderly patients.


Assuntos
Aneurisma da Aorta Abdominal/cirurgia , Aneurisma da Aorta Torácica/cirurgia , Tomada de Decisão Clínica/métodos , Procedimentos Endovasculares/métodos , Sarcopenia/diagnóstico , Idoso , Idoso de 80 Anos ou mais , Aneurisma da Aorta Abdominal/complicações , Aneurisma da Aorta Abdominal/mortalidade , Aneurisma da Aorta Torácica/complicações , Aneurisma da Aorta Torácica/mortalidade , Angiografia por Tomografia Computadorizada , Estudos de Viabilidade , Feminino , Seguimentos , Idoso Fragilizado , Humanos , Masculino , Pessoa de Meia-Idade , Seleção de Pacientes , Prognóstico , Estudos Prospectivos , Músculos Psoas/diagnóstico por imagem , Músculos Psoas/fisiopatologia , Qualidade de Vida , Estudos Retrospectivos , Medição de Risco/métodos , Fatores de Risco , Sarcopenia/complicações , Sarcopenia/fisiopatologia , Análise de Sobrevida , Fatores de Tempo , Resultado do Tratamento
20.
Scand Cardiovasc J ; 54(3): 146-152, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-31775530

RESUMO

Objectives. Acute coronary syndrome (ACS) is associated with high mortality. Charlson comorbidity index (CCI) was designed over 30 years ago to measure the impact of pre-existing comorbidities on long-term survival of the patient. We wanted to re-evaluate the performance of CCI and its components in modern setting. Design. This is a retrospective study of 1576 consecutive patients undergoing invasive evaluation and treated for ACS in single tertiary center between 2015-2016. Mortality was analyzed in timeframes of 1, 6 and 24 months. CCI-scores were retrieved from written medical records and complimented with data from electronic sources. The performance of CCI and its components was compared to the GRACE-score measuring patients' status upon hospital admission. Results. Population mean age at baseline was 69.3 (SD 11.8) years and 69.1% of the patients were male (n = 1089). Most of the components of CCI associated significantly with mortality at all timeframes despite adjusting for age but only diabetes and congestive heart failure associated with mortality at all time points after adjusting for GRACE-score. CCI associated with mortality [GRACE adjusted HR-values of single unit increase of CCI after 1, 6 and 24-month follow-up: 1.12(95% CI:1.00-1.25), 1.17(1.07-1.29) and 1.24(1.16-1.33)]. CCI performed modestly with its AUC-values ranging between 0.755 and 0.784, with prognostic performance increasing with longer follow-up. Adding components of CCI did not significantly improve risk prediction over GRACE-score. Conclusions. In conclusion, CCI or its individual components measuring the impact of comorbidities on overall mortality does not provide any significant value compared to GRACE-score during up to 2 years of follow-up.


Assuntos
Síndrome Coronariana Aguda/mortalidade , Técnicas de Apoio para a Decisão , Síndrome Coronariana Aguda/diagnóstico , Síndrome Coronariana Aguda/terapia , Idoso , Idoso de 80 Anos ou mais , Comorbidade , Feminino , Finlândia/epidemiologia , Nível de Saúde , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prognóstico , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Fatores de Tempo
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