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1.
Lancet Haematol ; 10(4): e250-e260, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-36863386

RESUMO

BACKGROUND: A third of patients with colorectal cancer who are eligible for surgery in high-income countries have concomitant anaemia associated with adverse outcomes. We aimed to compare the efficacy of preoperative intravenous and oral iron supplementation in patients with colorectal cancer and iron deficiency anaemia. METHODS: In the FIT multicentre, open-label, randomised, controlled trial, adult patients (aged 18 years or older) with M0 stage colorectal cancer scheduled for elective curative resection and iron deficiency anaemia (defined as haemoglobin level of less than 7·5 mmol/L (12 g/dL) for women and less than 8 mmol/L (13 g/dL) for men, and a transferrin saturation of less than 20%) were randomly assigned to either 1-2 g of ferric carboxymaltose intravenously or three tablets of 200 mg of oral ferrous fumarate daily. The primary endpoint was the proportion of patients with normalised haemoglobin levels before surgery (≥12 g/dL for women and ≥13 g/dL for men). An intention-to-treat analysis was done for the primary analysis. Safety was analysed in all patients who received treatment. The trial was registered at ClincalTrials.gov, NCT02243735, and has completed recruitment. FINDINGS: Between Oct 31, 2014, and Feb 23, 2021, 202 patients were included and assigned to intravenous (n=96) or oral (n=106) iron treatment. Treatment began a median of 14 days (IQR 11-22) before surgery for intravenous iron and 19 days (IQR 13-27) for oral iron. Normalisation of haemoglobin at day of admission was reached in 14 (17%) of 84 patients treated intravenously and 15 (16%) of 97 patients treated orally (relative risk [RR] 1·08 [95% CI 0·55-2·10]; p=0·83), but the proportion of patients with normalised haemoglobin significantly increased for the intravenous treatment group at later timepoints (49 [60%] of 82 vs 18 [21%] of 88 at 30 days; RR 2·92 [95% CI 1·87-4·58]; p<0·0001). The most prevalent treatment-related adverse event was discoloured faeces (grade 1) after oral iron treatment (14 [13%] of 105), and no treatment-related serious adverse events or deaths were observed in either group. No differences in other safety outcomes were seen, and the most common serious adverse events were anastomotic leakage (11 [5%] of 202), aspiration pneumonia (5 [2%] of 202), and intra-abdominal abscess (5 [2%] 202). INTERPRETATION: Normalisation of haemoglobin before surgery was infrequent with both treatment regimens, but significantly improved at all other timepoints following intravenous iron treatment. Restoration of iron stores was feasible only with intravenous iron. In selected patients, surgery might be delayed to augment the effect of intravenous iron on haemoglobin normalisation. FUNDING: Vifor Pharma.


Assuntos
Anemia Ferropriva , Neoplasias Colorretais , Adulto , Masculino , Humanos , Feminino , Ferro , Anemia Ferropriva/etiologia , Anemia Ferropriva/complicações , Hemoglobinas , Suplementos Nutricionais , Neoplasias Colorretais/complicações , Neoplasias Colorretais/tratamento farmacológico , Neoplasias Colorretais/cirurgia
2.
Surg Today ; 53(10): 1209-1215, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-36840764

RESUMO

Complications after surgery have a major impact on short- and long-term outcomes, and decades of technological advancement have not yet led to the eradication of their risk. The accurate prediction of complications, recently enhanced by the development of machine learning algorithms, has the potential to completely reshape surgical patient management. In this paper, we reflect on multiple issues facing the implementation of machine learning, from the development to the actual implementation of machine learning models in daily clinical practice, providing suggestions on the use of machine learning models for predicting postoperative complications after major abdominal surgery.


Assuntos
Aprendizado de Máquina , Complicações Pós-Operatórias , Humanos , Complicações Pós-Operatórias/diagnóstico , Complicações Pós-Operatórias/etiologia , Complicações Pós-Operatórias/prevenção & controle , Algoritmos
3.
Surgery ; 171(4): 1014-1021, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-34801265

RESUMO

BACKGROUND: Conventional statistics are based on a simple cause-and-effect principle. Postoperative complications, however, have a multifactorial and interrelated etiology. The application of artificial intelligence might be more accurate to predict postoperative outcomes. The objective of this study was to determine the current quality of studies describing the use of artificial intelligence in predicting complications in patients undergoing major abdominal surgery. METHODS: A literature search was performed in PubMed, Embase, and Web of Science. Inclusion criteria were (1) empirical studies including patients undergoing (2) any type of gastrointestinal surgery, including hepatopancreaticobiliary surgery, whose (3) complications or mortality were predicted with the use of (4) any artificial intelligence system. Studies were screened for description of method of validation and testing in methodology. Outcome measurements were sensitivity, specificity, accuracy, and area under the receiver operating characteristic curve. RESULTS: From a total of 1,537 identified articles, 15 were included for the review. Among a large variety of algorithms used by the included studies, sensitivity was between 0.06 and 0.96, specificity was between 0.61 and 0.98, accuracy was between 0.78 and 0.95, and area under the receiver operating characteristic curve varied between 0.50 and 0.96. CONCLUSION: Artificial intelligence algorithms have the ability to accurately predict postoperative complications. Nevertheless, algorithms should be properly tested and validated, both internally and externally. Furthermore, a complete database and the absence of unsampled imbalanced data are absolute prerequisites for algorithms to predict accurately.


Assuntos
Algoritmos , Inteligência Artificial , Humanos , Complicações Pós-Operatórias/diagnóstico , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Curva ROC
4.
Res Synth Methods ; 11(2): 218-226, 2020 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-31614063

RESUMO

INTRODUCTION: Registration of clinical trials has been initiated in order to assess adherence of the reported results to the original trial protocol. This study aimed to investigate the publication rates, timely dissemination of results, and the prevalence of consistency in hypothesis, sample size, and primary endpoint of Dutch investigator-initiated randomized controlled clinical trials (RCTs). METHODS: All Dutch investigator-initiated RCTs with a completion date between December 31, 2010, and January 1, 2012, and registered in the Trial Register of The Netherlands database were included. PubMed was searched for the publication of these RCT results until September 2016, and the time to the publication date was calculated. Consistency in hypothesis, sample size, and primary endpoint compared with the registry data were assessed. RESULTS: The search resulted in a total of 168 Dutch investigator-initiated RCTs. In September 2016, the results of 129 (77%) trials had been published, of which 50 (39%) within 2 years after completion of accrual. Consistency in hypothesis with the original protocol was observed in 108 (84%) RCTs; in 71 trials (55%), the planned sample size was reached; and 103 trials (80%) presented the original primary endpoint. Consistency in all three parameters was observed in 50 studies (39%). CONCLUSION: This study shows that approximately one out of four Dutch investigator-initiated RCTs remains unpublished 5 years after initiation. The observed low overall consistency with the initial study outline is a matter of concern and warrants improvements in trial design and assessment of trial feasibility.


Assuntos
Publicações , Ensaios Clínicos Controlados Aleatórios como Assunto , Projetos de Pesquisa , Centros Médicos Acadêmicos , Bases de Dados Factuais , Humanos , Estimativa de Kaplan-Meier , Países Baixos , PubMed , Viés de Publicação , Editoração , Sistema de Registros , Reprodutibilidade dos Testes , Pesquisadores , Relatório de Pesquisa , Tamanho da Amostra
5.
Dis Colon Rectum ; 62(7): 823-831, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31188183

RESUMO

BACKGROUND: There is still controversy about the relationship between preoperative anemia and outcomes after rectal cancer surgery. OBJECTIVE: The aim of this study was to analyze the association between preoperative anemia and postoperative complications and the survival of patients undergoing surgery for rectal cancer in the era of laparoscopic surgery and modern perioperative care. DESIGN: This was a cohort study. SETTINGS: Data were gathered from 71 hospitals in The Netherlands. PATIENTS: Patients who underwent resection for rectal cancer in 2011, for whom preoperative hemoglobin level was registered, were included. INTERVENTIONS(S): There were no interventions. MAIN OUTCOME MEASURES: Short-term outcome parameters were any postoperative complication or mortality within 30 days postoperatively, and pelvic infectious complications defined as anastomotic leakage and presacral abscess. Long-term outcomes were chronic sinus diagnosed at any time during 3-year follow-up, 3-year local and distant recurrence rates, and 3-year overall survival. RESULTS: Of 2095 patients, 1857 had a registered preoperative hemoglobin level; 576 (31%) of these patients anemic and 1281 (69%) were nonanemic. Preoperative anemia was not independently associated with postoperative complications (HR, 1.1; 95% CI, 0.9-1.4; p = 0·24) or 30-day mortality (HR, 1.4, 95% CI, 0.7-2.8; p = 0·29). Preoperative anemia was associated with 3-year overall survival (HR, 2.1; 95% CI, 1.7-2.5; p < 0.0001), after multivariable analysis (HR, 1.4; 95% CI, 1.1-1.8; p = 0·008), and with local recurrence rate (HR, 1.6; 95% CI, 1.1-2.4; p = 0.026), but not with distant recurrence rate (HR, 1.2; 95% CI, 1.0-1.5; p = 0.054). LIMITATIONS: Preoperative anemia appeared to have only limited association with postoperative and disease-specific outcome after rectal cancer surgery in contrast to published meta-analysis of small historical series. CONCLUSIONS: Anemia is associated with overall survival. It might be considered as one of the warning signs in identifying high-risk patients. See Video Abstract at http://links.lww.com/DCR/A913.


Assuntos
Abscesso/epidemiologia , Fístula Anastomótica/epidemiologia , Anemia/complicações , Recidiva Local de Neoplasia/epidemiologia , Pelve , Neoplasias Retais/cirurgia , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Metástase Neoplásica , Período Pré-Operatório , Neoplasias Retais/complicações , Neoplasias Retais/patologia , Estudos Retrospectivos , Taxa de Sobrevida , Fatores de Tempo
6.
Am J Phys Med Rehabil ; 98(3): 231-238, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-30153125

RESUMO

INTRODUCTION: The cornerstone in the treatment of colorectal cancer is surgery. A surgical event poses a significant risk of decreased functional decline and impaired health-related quality of life. Prehabilitation is defined as the multimodal preoperative enhancement of a patient's condition. It may serve as a strategy to improve postoperative outcomes. Prehabilitation requires a multidisciplinary effort of medical health care professionals and a behavioral change of the patient. METHODS: The goal of prehabilitation is threefold: (1) to reduce postoperative complications, (2) to enhance and accelerate the recovery of the patient, and (3) to improve overall quality of life. In this article, we introduce the FIT model illustrating a possible framework toward the implementation of both evidence-based and tailor-made prehabilitation for patients undergoing surgery for colorectal cancer. RESULTS: The model is composed of three pillars: "facts" (how to screen patients and evidence on what content to prescribe), "integration" (data of own questionnaires assessing motivation of patients and specialists), and finally "tools" (which outcome measurements to use). DISCUSSION: Developing implementable methods and defining standardized outcome instruments will help establish a solid base for patient-centered prehabilitation programs. Any party introducing prehabilitation requiring multidisciplinary teamwork and behavioral change can potentially use this framework.


Assuntos
Neoplasias do Colo/reabilitação , Neoplasias Colorretais/reabilitação , Cirurgia Colorretal/efeitos adversos , Complicações Pós-Operatórias/prevenção & controle , Cuidados Pré-Operatórios/métodos , Neoplasias do Colo/cirurgia , Neoplasias Colorretais/cirurgia , Cirurgia Colorretal/métodos , Humanos , Avaliação de Resultados em Cuidados de Saúde , Complicações Pós-Operatórias/etiologia , Qualidade de Vida
7.
Am J Phys Med Rehabil ; 98(5): 399-406, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-30550454

RESUMO

OBJECTIVE: The preoperative phase is a potential window of opportunity. Although frail elderly patients are known to be more prone to postoperative complications, they are often not considered capable of accomplishing a full prehabilitation program. The aim of this study was to assess the feasibility of Fit4SurgeryTV, an at-home prehabilitation program specifically designed for frail older patients with colorectal cancer. DESIGN: The Fit4SurgeryTV program consisted of a daily elderly adapted computer-supported strength training workout and two protein-rich meals. Frail patients 70 yrs or older with colorectal cancer were included. The program was considered feasible if 80% of the patients would be able to complete 70% of the program. RESULTS: Fourteen patients (median age, 79 yrs; 5 males) participated. At baseline, 86% patients were physically impaired and 64% were at risk for malnourishment. The median duration of the program was 26 days. The program was feasible as patients followed the exercises for 6 (86%) of 7 days and prepared the recipes 5 (71%) of 7 d/wk. Patients specifically appreciated at-home exercises. CONCLUSIONS: This study showed that at-home prehabilitation in frail older patients with colorectal cancer is feasible. As a result, patients might be fitter for surgery and might recover faster. The perioperative period could serve as a pivotal time point in reverting complications of immobility.


Assuntos
Terapia por Exercício/métodos , Idoso Fragilizado , Força Muscular/fisiologia , Cuidados Pré-Operatórios/métodos , Telemedicina/métodos , Idoso , Idoso de 80 Anos ou mais , Neoplasias Colorretais/cirurgia , Estudos de Viabilidade , Feminino , Humanos , Masculino , Modalidades de Fisioterapia , Projetos Piloto , Resultado do Tratamento
8.
Surg Infect (Larchmt) ; 19(1): 1-10, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-29049000

RESUMO

BACKGROUND: Nutritional status has major impacts on the outcome of surgery, in particular in patients with cancer. The aim of this review was to assess the merit of oral pre-operative nutritional support as a part of prehabilitation in patients undergoing surgery for colorectal cancer. METHODS: A systematic literature search and meta-analysis was performed according to the Preferred Reporting of Systematic Reviews and Meta-Analyses (PRISMA) recommendations in order to review all trials investigating the effect of oral pre-operative nutritional support in patients undergoing colorectal surgery. The primary outcome was overall complication rate. Secondary outcomes were incision infection rate, anastomotic leakage rate, and length of hospital stay. RESULTS: Five randomized controlled trials and one controlled trial were included. The studies contained a total of 583 patients with an average age of 63 y (range 23-88 y), of whom 87% had colorectal cancer. Malnourishment rates ranged from 8%-68%. All investigators provided an oral protein supplement. Overall patient compliance rates ranged from 72%-100%. There was no significant reduction in the overall complication rate in the interventional groups (odds ratio 0.82; 95% confidence interval 0.52 - 1.25). CONCLUSION: Current studies are too heterogeneous to conclude that pre-operative oral nutritional support could enhance the condition of patients undergoing colorectal surgery. Patients at risk have a relatively lean body mass deficit (sarcopenia) rather than an absolute malnourished status. Compliance is an important element of prehabilitation. Targeting patients at risk, combining protein supplements with strength training, and defining standardized patient-related outcomes will be essential to obtain satisfactory results.


Assuntos
Neoplasias Colorretais/cirurgia , Dieta/métodos , Complicações Pós-Operatórias/prevenção & controle , Cuidados Pré-Operatórios/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Ensaios Clínicos Controlados como Assunto , Humanos , Pessoa de Meia-Idade , Resultado do Tratamento , Adulto Jovem
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