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1.
BMC Surg ; 24(1): 111, 2024 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-38622633

RESUMO

BACKGROUND: Hartmann's reversal, a complex elective surgery, reverses and closes the colostomy in individuals who previously underwent a Hartmann's procedure due to colonic pathology like cancer or diverticulitis. It demands careful planning and patient optimisation to help reduce postoperative complications. Preoperative evaluation of body composition has been useful in identifying patients at high risk of short-term postoperative outcomes following colorectal cancer surgery. We sought to explore the use of our in-house derived Artificial Intelligence (AI) algorithm to measure body composition within patients undergoing Hartmann's reversal procedure in the prediction of short-term postoperative complications. METHODS: A retrospective study of all patients who underwent Hartmann's reversal within a single tertiary referral centre (Western) in Melbourne, Australia and who had a preoperative Computerised Tomography (CT) scan performed. Body composition was measured using our previously validated AI algorithm for body segmentation developed by the Department of Surgery, Western Precinct, University of Melbourne. Sarcopenia in our study was defined as a skeletal muscle index (SMI), calculated as Skeletal Muscle Area (SMA) /height2 < 38.5 cm2/m2 in women and < 52.4 cm2/m2 in men. RESULTS: Between 2010 and 2020, 47 patients (mean age 63.1 ± 12.3 years; male, n = 28 (59.6%) underwent body composition analysis. Twenty-one patients (44.7%) were sarcopenic, and 12 (25.5%) had evidence of sarcopenic obesity. The most common postoperative complication was surgical site infection (SSI) (n = 8, 17%). Sarcopenia (n = 7, 87.5%, p = 0.02) and sarcopenic obesity (n = 5, 62.5%, p = 0.02) were significantly associated with SSIs. The risks of developing an SSI were 8.7 times greater when sarcopenia was present. CONCLUSION: Sarcopenia and sarcopenic obesity were related to postoperative complications following Hartmann's reversal. Body composition measured by a validated AI algorithm may be a beneficial tool for predicting short-term surgical outcomes for these patients.


Assuntos
Proctocolectomia Restauradora , Sarcopenia , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Idoso , Sarcopenia/complicações , Sarcopenia/diagnóstico , Estudos Retrospectivos , Inteligência Artificial , Anastomose Cirúrgica/métodos , Resultado do Tratamento , Colostomia/efeitos adversos , Proctocolectomia Restauradora/efeitos adversos , Infecção da Ferida Cirúrgica/etiologia , Obesidade/complicações , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia
2.
J Wound Ostomy Continence Nurs ; 51(3): 199-205, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38820217

RESUMO

PURPOSE: The aim of this study was to determine which internet search engines and keywords patients with ostomies utilize, to identify the common websites using these terms, to determine what aspects of information they wanted, and to perform a quality and readability assessment for these websites. DESIGN: A cross-sectional survey of persons with ostomies to identify search engines and terms, followed by a structured assessment of the quality and readability of the identified web pages. SUBJECT AND SETTINGS: The sample comprised 20 hospitalized patients with ostomies cared for on a colorectal surgical ward of a tertiary care hospital located in Melbourne, Australia. There were 15 (75%) adult males and 5 (25%) adult females; their mean age was 52.2 years. Participants were surveyed between August and December 2020. METHODS: Patients with newly formed ostomies were surveyed about which search engines and keywords they would use to look for information and for which questions regarding ostomies they wanted answers. In addition, 2 researchers then performed independent searches using the search terms identified by patient participants. These searches were conducted in August 2021, with the geographical location set to Australia. The quality of the websites was graded using the DISCERN, Ensuring Quality Information for Patients, and Quality Evaluation Scoring Tool scoring assessments, and their readability was graded using the Flesch Reading Ease Score tool. RESULTS: Participants used Google as their primary search engine. Four keywords/phrases were identified: stoma for bowel surgery, ileostomy, colostomy, and caring for stoma. Multiple web pages were identified, 8 (21%) originated from Australia, 7 (18%) were from the United Kingdom, and 23 (61%) were from the United States. Most web pages lacked recent updates; only 18% had been undated within the last 12 months. The overall quality of the online information on ostomies was moderate with an average level of readability, deemed suitable for patient educational purposes. CONCLUSIONS: Information for persons living with an ostomy can be obtained from multiple web pages, and many sites have reasonable quality and are written at a suitable level. Unfortunately, these websites are rarely up-to-date and may contain advice that may not be applicable to individual patients.


Assuntos
Internet , Estomia , Humanos , Estudos Transversais , Feminino , Masculino , Pessoa de Meia-Idade , Adulto , Estomia/normas , Inquéritos e Questionários , Idoso , Austrália , Ferramenta de Busca/normas , Ferramenta de Busca/métodos , Ferramenta de Busca/estatística & dados numéricos
3.
J Hum Nutr Diet ; 36(2): 468-478, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-35320596

RESUMO

BACKGROUND: The present study aimed to investigate health service nutrition practices of sites providing care to patients undergoing surgery for upper gastrointestinal cancer within Australia, including the provision of perioperative nutrition support services and outpatient clinics, as well as the use of evidence-based nutrition care pathways/protocols. Secondary aims were to investigate associations between the use of a nutrition care pathway/protocol and patient outcomes. METHODS: Principal investigator dietitians for the sites (n = 27) participating in the NOURISH point prevalence study participated in a purpose-built site-specific survey regarding perioperative nutrition practices and protocols. Data from the 200 patients who participated in the study (including malnutrition prevalence, preoperative weight loss and receipt of dietetics intervention, intraoperative feeding tube insertions, provision of nutrition support day 1 post surgery, length of stay, and complications) were investigated using multivariate analysis to determine associations with the sites' use of a nutrition care pathway/protocol. RESULTS: The majority of sites (>92%) reported having dietetics services available in chemotherapy/radiotherapy. Eighty-five percent of sites reported having some form of outpatient clinic service; however, a routine service was only available at 26% of sites preoperatively and 37% postoperatively. Most preoperative services were embedded into surgical/oncology clinics (70%); however, this was reported for only 44% of postoperative clinics. Only 44% had a nutrition care pathway/protocol in place. The use of a nutrition care pathway/protocol was associated with lower rates of malnutrition, as well as higher rates of preoperative dietetics intervention, intraoperative feeding tube insertions, and European Society of Clinical Nutrition and Metabolism (ESPEN) guideline compliant care day 1 post surgery. CONCLUSIONS: The results of the present study demonstrate varied perioperative outpatient nutrition services in this high-risk patient group. The use of nutrition care pathways and protocols was associated with improved patient outcomes.


Assuntos
Neoplasias Gastrointestinais , Desnutrição , Humanos , Prevalência , Estado Nutricional , Neoplasias Gastrointestinais/cirurgia , Desnutrição/epidemiologia , Desnutrição/etiologia , Cuidados Pré-Operatórios
4.
BMC Health Serv Res ; 22(1): 256, 2022 Feb 25.
Artigo em Inglês | MEDLINE | ID: mdl-35209897

RESUMO

BACKGROUND: Implementation studies of complex interventions such as nutrition care pathways are important to health services research, as they support translation of research into practice. There is limited research regarding implementation of a nutrition care pathway in an upper gastrointestinal (UGI) cancer population. The aim of this study was to comprehensively evaluate the implementation process of a perioperative nutrition care pathway in UGI cancer surgery using The Consolidated Framework for Implementation Research (CFIR). METHODS: This was a mixed methods implementation study conducted during a pilot study of a standardised nutrition care pathway across four major hospitals between September 2018 to August 2019. Outcome measures included five focus groups among study dietitians (n = 4-8 per group), and quantitative satisfaction surveys from multi-disciplinary team (MDT) members (n = 14) and patients (n = 18). Focus group responses were analysed thematically using the CFIR constructs, which were used as a priori codes. Survey responses were summarised using means and standard deviations. A convergent parallel mixed methods approach according to CFIR domains and constructs was used to integrate qualitative and quantitative data. RESULTS: Qualitative data demonstrated that dietitian perceptions primarily aligned with five CFIR constructs (networks and communications, structural characteristics, adaptability, compatibility and patient needs/resources), indicating a complex clinical and implementation environment. Challenges to implementation mostly related to adapting the pathway, and the compatibility of nutrition coordination to existing aspects of care within each setting. Identified benefits from dietitian qualitative data and MDT survey responses included increased engagement between the dietitian and MDT, and a more proactive approach to nutrition care. Patients were highly satisfied with the service, with the majority of survey items being rated highly (≥4 of a possible 5 points). CONCLUSIONS: The nutrition care pathway was perceived to be beneficial by key stakeholders. Based on the findings, sustainability and compliance to this model of care may be achieved with improved systems level coordination and communication.


Assuntos
Neoplasias , Terapia Nutricional , Procedimentos Clínicos , Grupos Focais , Humanos , Projetos Piloto
5.
Support Care Cancer ; 29(6): 3411-3420, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-33547963

RESUMO

OBJECTIVE: To describe changes in health-related quality of life (QoL) from before colorectal cancer (CRC) surgery to 1 and 3-month post-surgery in patients diagnosed pre-operatively as sarcopenic or non-sarcopenic by computed tomography (CT) analysis. METHODS: Secondary analysis of a prospective observational cohort study with one pre-operative and two post-operative assessments. Patient-reported outcome measures (PROMs) were collected at each timepoint using Functional Assessment of Cancer Therapy-Colorectal and the EuroQol-5D (EQ-5D) questionnaires. Pre-operative staging CT scans of the third lumbar vertebra (axial slice) were analysed using Slice-O-Matic Software to determine if patients had CT defined sarcopenia by employing sex-specific threshold values for skeletal muscle index. Patient-reported outcome measure scores were compared with minimal clinical important difference estimates to determine if changes were clinically significant. RESULTS: Twenty-five of 40 patients were found to be sarcopenic. The difference between sarcopenic groups on the EQ-5D was medium-sized and clinically significant, with the sarcopenic group reporting lower health status. The non-sarcopenic group displayed a clinically significant reduction in physical wellbeing post-operatively. The sarcopenic group did not demonstrate a clinically important reduction in physical wellbeing. For functional wellbeing, the sarcopenic group recorded a clinically significant reduction at the 1-month timepoint, trending back towards baseline by the 3-month timepoint. The non-sarcopenic group recorded almost no change in functional scores. CONCLUSION: This study explored the novel concept of the effect of sarcopenia on QoL in the CRC surgical setting. Clinically significant changes were identified at both post-operative timepoints. This highlights an important proof of concept that PROMs can detect meaningful clinical change in CRC patients in the context of sarcopenia and should be further explored.


Assuntos
Neoplasias Colorretais/complicações , Neoplasias Colorretais/cirurgia , Procedimentos Cirúrgicos do Sistema Digestório/efeitos adversos , Medidas de Resultados Relatados pelo Paciente , Qualidade de Vida/psicologia , Sarcopenia/etiologia , Estudos de Coortes , Procedimentos Cirúrgicos do Sistema Digestório/métodos , Feminino , Humanos , Masculino , Estudos Prospectivos
6.
Int J Colorectal Dis ; 32(3): 341-348, 2017 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-27885480

RESUMO

PURPOSE: This paper aimed to study the long term follow-up of patients with primary rectal adenocarcinoma receiving neoadjuvant chemoradiotherapy who obtained a pathological complete response (pCR) and identify factors predicting complete response. METHODS: Retrospective review of notes, histology, pre-operative full blood count and imaging of patients with primary rectal adenocarcinoma diagnosed in our institute from 2000 to 2012 from a prospectively maintained database were used. SPSS version 22.0 was used for statistical analysis. RESULTS: Three hundred eighty patients diagnosed with primary rectal adenocarcinoma were identified, 277 received neoadjuvant chemoradiotherapy followed by curative resection. Forty-six patients obtained a pCR (ypT0N0) with no local recurrence and two metastatic recurrences on follow-up. Patients with a pCR have a significantly improved overall survival and disease-free survival compared to a non-pCR (150.0 and 136.1 vs 77.5 and 84.7 months, p = 0.001). On univariate analysis, increased tumour height above anal verge, low lymph node yield, high pre-operative haemoglobin and a low neutrophil-lymphocyte ratio are significant factors identifying a pCR. Multivariable analysis of the above factors confirmed tumour height above anal verge as significant in obtaining a pCR. CONCLUSION: Patients with rectal adenocarcinoma who develop a pCR following neoadjuvant chemoradiotherapy have improved overall and disease-free survival. We have identified distance from anal verge, low lymph node yield, high pre-operative haemoglobin and low neutrophil-lymphocyte ratio as significant predictors of developing a pCR.


Assuntos
Adenocarcinoma/patologia , Adenocarcinoma/terapia , Quimiorradioterapia , Terapia Neoadjuvante , Neoplasias Retais/patologia , Neoplasias Retais/terapia , Idoso , Demografia , Feminino , Seguimentos , Humanos , Estimativa de Kaplan-Meier , Modelos Logísticos , Contagem de Linfócitos , Masculino , Estadiamento de Neoplasias , Curva ROC , Resultado do Tratamento
7.
Teach Learn Med ; 27(1): 85-90, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25584476

RESUMO

PROBLEM: Recognition and management of acutely unwell surgical patients is an important skill to which medical students have little exposure. INTERVENTION: We present the evaluation of a novel national surgical workshop that consisted of high-fidelity simulations, lectures, case demonstrations, case discussions, and a basic surgical skills tutorial. The high-fidelity simulations re-created genuine patient encounters and were used to facilitate the acquisition of knowledge and skill in the early recognition and management of acutely unwell surgical patients. CONTEXT: The optional workshop was designed for senior medical students and delivered by surgical trainees. Students were asked to complete a 12-item evaluation questionnaire and a 26-item multiple-choice question (MCQ) quiz, which assessed their confidence; self-perceived competence; and knowledge prior to, immediately following, and 8 weeks after the workshop. Pre- and postdata were compared using student's two-tailed t test. OUTCOME: A total of 66 medical students from 6 UK universities attended, the majority of whom enjoyed the workshop (98.3%, n = 59). Participants' confidence rating (scale = 1-5) in assessing an unwell surgical patient improved from a mean of 2.5 (n = 47) to 4.4 (n = 60). Confidence in commencing initial management improved from a mean of 2.7 (n = 47) to 4.1 (n = 59). Confidence and self-perceived competence across 12 domains improved significantly following the workshop, two-tailed unpaired t test, t(22) = 8.64, p <.0001, d = 3.68. MCQ scores immediately following the workshop were a statistically significant improvement on the preworkshop MCQ scores (n = 44), paired two-tailed t test, t(43) = 7.76, p <.0001, d = 2.37, and the improvement was sustained 8 weeks following the workshop (n = 18), paired two-tailed t test, t(17) = 3.34, p =.0039, d = 1.62. LESSONS LEARNED: Feedback from students was very positive and clearly demonstrated that a workshop taught by surgical trainees improved medical students' confidence, self-perceived competence, and knowledge in the assessment and management of acutely unwell surgical patients.


Assuntos
Educação de Graduação em Medicina/métodos , Cirurgia Geral/educação , Competência Clínica , Currículo , Difusão de Inovações , Avaliação Educacional , Feminino , Humanos , Masculino , Manequins , Desenvolvimento de Programas , Avaliação de Programas e Projetos de Saúde , Inquéritos e Questionários , Reino Unido
8.
Future Oncol ; 10(8): 1427-41, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25052753

RESUMO

Anal cancer is an uncommon cancer; however, it is rising in incidence. There is confusion regarding nomenclature and the distinction between anal canal cancer and anal margin cancer. This article discusses the modern definition, etiology and staging of anal canal and anal margin cancers. Modern chemotherapy and radiotherapy regimens are discussed, in addition to modern imaging and radiotherapy techniques. Future preventative strategies and potential novel treatments are discussed.


Assuntos
Neoplasias do Ânus/diagnóstico , Neoplasias do Ânus/terapia , Neoplasias do Ânus/epidemiologia , Neoplasias do Ânus/mortalidade , Seguimentos , Humanos , Incidência , Metástase Neoplásica , Estadiamento de Neoplasias , Prognóstico , Fatores de Risco
9.
World J Surg ; 38(7): 1827-33, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24510247

RESUMO

OBJECTIVE: Young patients with familial syndromes have an increased metachronous cancer rate. Effective management is possible by identifying this high-risk group prior to index colectomy. The study surveys the Association of Coloproctology of Great Britain and Ireland (ACPGBI) membership preoperative evaluation and clinical management in young patients with colorectal cancer (CRC). METHOD: An electronic survey was sent to the membership of the ACPGBI. The survey polled members on clinical scenarios relating to young-onset CRC patients. We were particularly concerned with preoperative management strategies, the extent of colectomy, and postoperative surveillance. Survey responses were collated and analysed. RESULTS: A total of 124 members responded to the survey and 74 completed the survey. Of these, 87.8 % would proceed to colectomy without preoperative tumor or genetic testing. Decisions regarding the extent of colectomy depended on family history. A total of 67 (90.6 %) would offer a limited colectomy with no family history, 49 (66.2 %) in a patient with familial CRC type X, 29 (39.2 %) in a young patient with Lynch syndrome. A similar trend was seen with young rectal cancer. Only 16 surgeons (21.6 %) could identify a syndrome of MYH-associated polyposis (MAP). CONCLUSION: The majority of ACPGBI members will not offer preoperative risk testing based on a young age alone; however, the majority would alter their surgical strategy based on the results of this testing. MAP is poorly recognized by ACPGBI members and therefore an opportunity exists for education among members. WHAT IS NEW IN THIS PAPER?: This study is the first paper to survey the ACPGBI membership on management practices in young-onset CRC. Members are poor in adopting preoperative testing, alter surgical strategy based on a familial syndrome, with a minority recognizing MAP. An opportunity to improve education on young CRC patients exists.


Assuntos
Colectomia/métodos , Neoplasias do Colo/cirurgia , Neoplasias Colorretais Hereditárias sem Polipose/cirurgia , Vigilância da População , Padrões de Prática Médica/estatística & dados numéricos , Neoplasias Retais/cirurgia , Polipose Adenomatosa do Colo/química , Polipose Adenomatosa do Colo/genética , Polipose Adenomatosa do Colo/cirurgia , Adulto , Neoplasias do Colo/química , Neoplasias do Colo/genética , Neoplasias Colorretais Hereditárias sem Polipose/química , Neoplasias Colorretais Hereditárias sem Polipose/genética , Reparo de Erro de Pareamento de DNA , Feminino , Testes Genéticos , Pesquisas sobre Atenção à Saúde , Conhecimentos, Atitudes e Prática em Saúde , Humanos , Imuno-Histoquímica , Irlanda , Masculino , Instabilidade de Microssatélites , Cuidados Pré-Operatórios , Neoplasias Retais/química , Neoplasias Retais/genética , Reino Unido
10.
Radiol Case Rep ; 19(6): 2395-2401, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38645544

RESUMO

Adrenal hemorrhage (AH) is an uncommon and potentially disastrous affliction that carries an accepted mortality risk of 15%. Variable symptomatology can cause a diagnostic dilemma and may be missed. We present 2 cases of right-sided AH; both cases were initially presumed to be renal colic. Case 1 was an 86-year-old gentleman, presenting with right flank pain found to have a right-sided atraumatic AH. He presented with hemorrhagic shock, requiring angioembolization of the bleeding vessel. Case 2 was a 62-year-old gentleman who presented with right flank pain and was found to have a right-sided atraumatic AH. He was hemodynamically stable and successfully managed conservatively. Adrenal hemorrhage is a potentially fatal affliction that may be missed. CT scans are the recommended imaging modality during an acute presentation due to wider availability and fast assessment. We demonstrate a hemodynamically stable patient managed with a 'watch and wait' approach and an unstable patient managed with resuscitation followed by urgent angioembolization.

11.
J Robot Surg ; 18(1): 246, 2024 Jun 08.
Artigo em Inglês | MEDLINE | ID: mdl-38850319

RESUMO

Australia has seen a significant rise in the use of Robotic-Assisted Surgery (RAS), with general surgery being the fastest-growing field in this technology. The proportion of general surgical RAS has grown from 1% to 17% of all RAS between 2008 and 2023 in Australasia. As of May 2023, there were 162 robotic platforms in Australasia, with 26 of them in the public sector. As the cost of establishing RAS decreases over time, public hospital robotics systems are expected to become more accessible. Despite the increasing demand, many specialties, including general surgery, do not have an agreed RAS curriculum for trainees. It is imperative for Australia to develop its own curriculum akin to our overseas colleagues to match this growth.


Assuntos
Currículo , Procedimentos Cirúrgicos Robóticos , Procedimentos Cirúrgicos Robóticos/educação , Procedimentos Cirúrgicos Robóticos/métodos , Austrália , Humanos , Cirurgia Geral/educação
12.
Eur J Surg Oncol ; 50(7): 108376, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38761510

RESUMO

Sarcopenia has been shown to cause poorer outcomes in surgical oncology. With the advancement of artificial intelligence technology, body composition analysis can be obtained with ease. Given the lead time between cancer diagnosis and surgery, selected patients at risk of complications secondary to sarcopenia may be amenable to prehabilitation. The COVID-19 pandemic has led to the rapid adaptation of digital health and medical technology. Our perspective piece will review the current available evidence and propose innovative ways to incorporate technology into physical and nutritional prehabilitation.


Assuntos
COVID-19 , Exercício Pré-Operatório , Sarcopenia , Humanos , COVID-19/prevenção & controle , COVID-19/epidemiologia , Neoplasias/cirurgia , Neoplasias/complicações , SARS-CoV-2 , Cuidados Pré-Operatórios/métodos , Inteligência Artificial , Saúde Digital
13.
ANZ J Surg ; 94(3): 327-334, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38059530

RESUMO

BACKGROUND: In recent years, certain body composition measures, assessed by computed tomography (CT), have been found to be associated with chemotherapy toxicities. This review aims to explore available data on the relationship between skeletal muscle and adiposity, including visceral adipose tissue (VAT), subcutaneous adipose tissue (SAT), intramuscular and intermuscular adipose tissue and their association with chemotherapy toxicity in non-metastatic colorectal cancer (CRC) patients. METHODS: A systematic literature search following PRISMA guidelines was conducted in Medline, Embase, Cochrane and Web of Science, for papers published between 2011 and 2023. The search strategy combined keywords and MESH terms relevant to 'body composition', 'chemotherapy toxicities', and 'non-metastatic colorectal cancer'. RESULTS: Out of 3868 studies identified, six retrospective studies fulfilled the inclusion criteria with 1024 eligible patients. Low skeletal muscle mass was strongly associated with increased incidence of both chemotherapy toxicities and dose-limiting toxicity (DLT). The association of VAT, intramuscular and intermuscular adiposity was heterogeneous and inconclusive. There was no association between SAT and chemotherapy intolerance. No universal definitions or cut-offs for sarcopenia and obesity were noted. All studies utilized 2-dimensional (2D) CT slices for CT body composition assessment with varied selection on the vertebral landmark and inconsistent reporting of tissue-defining Hounsfield unit (HU) measurements. CONCLUSION: Low skeletal muscle is associated with chemotherapy toxicities in non-metastatic CRC. However, quality evidence on the role of adiposity is limited and heterogeneous. More studies are needed to confirm these associations with an emphasis on a more coherent body composition definition and an approach to its assessment, especially regarding sarcopenia.


Assuntos
Neoplasias do Colo , Neoplasias Colorretais , Neoplasias Retais , Sarcopenia , Humanos , Sarcopenia/induzido quimicamente , Sarcopenia/diagnóstico por imagem , Sarcopenia/complicações , Estudos Retrospectivos , Músculo Esquelético/diagnóstico por imagem , Músculo Esquelético/patologia , Composição Corporal/fisiologia , Obesidade/complicações , Neoplasias do Colo/patologia , Neoplasias Retais/patologia , Neoplasias Colorretais/patologia
14.
J Med Radiat Sci ; 2024 May 22.
Artigo em Inglês | MEDLINE | ID: mdl-38777346

RESUMO

INTRODUCTION: This study aimed to evaluate the accuracy of our own artificial intelligence (AI)-generated model to assess automated segmentation and quantification of body composition-derived computed tomography (CT) slices from the lumber (L3) region in colorectal cancer (CRC) patients. METHODS: A total of 541 axial CT slices at the L3 vertebra were retrospectively collected from 319 patients with CRC diagnosed during 2012-2019 at a single Australian tertiary institution, Western Health in Melbourne. A two-dimensional U-Net convolutional network was trained on 338 slices to segment muscle, visceral adipose tissue (VAT) and subcutaneous adipose tissue (SAT). Manual reading of these same slices of muscle, VAT and SAT was created to serve as ground truth data. The Dice similarity coefficient was used to assess the U-Net-based segmentation performance on both a validation dataset (68 slices) and a test dataset (203 slices). The measurement of cross-sectional area and Hounsfield unit (HU) density of muscle, VAT and SAT were compared between two methods. RESULTS: The segmentation for muscle, VAT and SAT demonstrated excellent performance for both the validation (Dice similarity coefficients >0.98, respectively) and test (Dice similarity coefficients >0.97, respectively) datasets. There was a strong positive correlation between manual and AI segmentation measurements of body composition for both datasets (Spearman's correlation coefficients: 0.944-0.999, P < 0.001). CONCLUSIONS: Compared to the gold standard, this fully automated segmentation system exhibited a high accuracy for assessing segmentation and quantification of abdominal muscle and adipose tissues of CT slices at the L3 in CRC patients.

15.
ANZ J Surg ; 2024 Mar 08.
Artigo em Inglês | MEDLINE | ID: mdl-38456517

RESUMO

BACKGROUND: The treatment of locally advanced rectal cancer (LARC) is moving towards total neoadjuvant therapy and potential organ preservation. Of particular interest are predictors of pathological complete response (pCR) that can guide personalized treatment. There are currently no clinical biomarkers which can accurately predict neoadjuvant therapy (NAT) response but body composition (BC) measures present as an emerging contender. The primary aim of the study was to determine if artificial intelligence (AI) derived body composition variables can predict pCR in patients with LARC. METHODS: LARC patients who underwent NAT followed by surgery from 2012 to 2023 were identified from the Australian Comprehensive Cancer Outcomes and Research Database registry (ACCORD). A validated in-house pre-trained 3D AI model was used to measure body composition via computed tomography images of the entire Lumbar-3 vertebral level to produce a volumetric measurement of visceral fat (VF), subcutaneous fat (SCF) and skeletal muscle (SM). Multivariate analysis between patient body composition and histological outcomes was performed. RESULTS: Of 214 LARC patients treated with NAT, 22.4% of patients achieved pCR. SM volume (P = 0.015) and age (P = 0.03) were positively associated with pCR in both male and female patients. SCF volume was associated with decreased likelihood of pCR (P = 0.059). CONCLUSION: This is the first study in the literature utilizing AI-measured 3D Body composition in LARC patients to assess their impact on pathological response. SM volume and age were positive predictors of pCR disease in both male and female patients following NAT for LARC. Future studies investigating the impact of body composition on clinical outcomes and patients on other neoadjuvant regimens such as TNT are potential avenues for further research.

16.
Cancer Med ; 13(14): e70006, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-39001673

RESUMO

INTRODUCTION: Abnormal results in common blood tests may occur several months before lung cancer (LC) and colorectal cancer (CRC) diagnosis. Identifying early blood markers of cancer and distinct blood test signatures could support earlier diagnosis in general practice. METHODS: Using linked Australian primary care and hospital cancer registry data, we conducted a cohort study of 855 LC and 399 CRC patients diagnosed between 2001 and 2021. Requests and results from general practice blood tests (six acute phase reactants [APR] and six red blood cell indices [RBCI]) were examined in the 2 years before cancer diagnosis. Poisson regression models were used to estimate monthly incidence rates and examine pre-diagnostic trends in blood test use and abnormal results prior to cancer diagnosis, comparing patterns in LC and CRC patients. RESULTS: General practice blood test requests increase from 7 months before CRC and 6 months before LC diagnosis. Abnormalities in many APR and RBCI tests increase several months before cancer diagnosis, often occur prior to or in the absence of anaemia (in 51% of CRC and 81% of LC patients with abnormalities), and are different in LC and CRC patients. CONCLUSIONS: This study demonstrates an increase in diagnostic activity in Australian general practice several months before LC and CRC diagnosis, indicating potential opportunities for earlier diagnosis. It identifies blood test abnormalities and distinct signatures that are early markers of LC and CRC. If combined with other pre-diagnostic information, these blood tests have potential to support GPs in prioritising patients for cancer investigation of different sites to expedite diagnosis.


Assuntos
Neoplasias Colorretais , Testes Hematológicos , Neoplasias Pulmonares , Atenção Primária à Saúde , Humanos , Neoplasias Colorretais/diagnóstico , Neoplasias Colorretais/sangue , Neoplasias Colorretais/epidemiologia , Austrália/epidemiologia , Neoplasias Pulmonares/sangue , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/epidemiologia , Masculino , Feminino , Estudos Retrospectivos , Idoso , Pessoa de Meia-Idade , Testes Hematológicos/métodos , Testes Hematológicos/estatística & dados numéricos , Detecção Precoce de Câncer/métodos , Sistema de Registros , Biomarcadores Tumorais/sangue , Adulto , Incidência , Idoso de 80 Anos ou mais
17.
Asia Pac J Clin Oncol ; 20(3): 395-406, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38391122

RESUMO

BACKGROUNDS: The coronavirus disease 2019 (COVID-19) has led to major shifts in the management of colorectal cancer (CRC). This study aims to identify the impact and early outcomes of COVID-19 following CRC management at a tertiary referral center in Victoria, Australia. METHODS: This was a retrospective study, utilizing the Australian Comprehensive Cancer Outcomes and Research Database and inpatient records. Patients presenting for CRC management at our institution were identified coinciding with the first Victorian outbreak of COVID-19 (March 26 to September 26, 2020) (COVID). Management decisions including chemoradiotherapy utilization and surgical outcomes were analyzed within 6 months and compared with the corresponding period in 2019 (pre-COVID). RESULTS: A total of 276 patients were included in this study (147 pre-COVID period, 129 COVID period). During the COVID period, more patients (47.6% vs. 60.5%; p = 0.033) presented symptomatically and less for surveillance (10.9% vs. 2.3%; p < 0.01). Eighty-four pre-COVID and 69 COVID period patients proceeded to surgery. The average time from diagnosis date to surgery was 15.6 days less during the COVID period. There were no significant differences in postoperative utilization of higher care (p = 0.74), complications (p = 0.93), median hospital length of stay (p = 0.67), 30-day readmission (p = 0.50), or 30-day reoperation (p = 0.74). In 1.6% of cases, pandemic impacts resulted in a change in management. CONCLUSION: Presentation of patients with CRC varied, with a significant increase in symptomatic presentations and decreased numbers for surveillance. Through flexibility and change in practice, our institution helped improve access to surgical intervention and oncological therapies. Further prospective work is required to identify long-term outcomes and characterize the effects of ongoing disruptions.


Assuntos
COVID-19 , Neoplasias Colorretais , Centros de Atenção Terciária , Humanos , COVID-19/epidemiologia , Masculino , Feminino , Neoplasias Colorretais/terapia , Neoplasias Colorretais/epidemiologia , Estudos Retrospectivos , Pessoa de Meia-Idade , Idoso , Vitória/epidemiologia , SARS-CoV-2 , Resultado do Tratamento , Idoso de 80 Anos ou mais , Adulto , Pandemias
18.
Clin Colorectal Cancer ; 23(1): 95-103.e3, 2024 03.
Artigo em Inglês | MEDLINE | ID: mdl-38242766

RESUMO

BACKGROUND: A substantial proportion of patients with stage III colorectal cancer (CRC) are older than 70 years. Optimal adjuvant chemotherapy (AC) for older patients (OP) continues to be debated, with subgroup analyses of randomized trials not demonstrating a survival benefit from the addition of oxaliplatin to a fluoropyrimidine backbone. PATIENTS AND METHODS: We analyzed the multisite Australian ACCORD registry, which prospectively collects patient, tumor and treatment data along with long term clinical follow-up. We compared OP (≥70) with stage III CRC to younger patients ([YP] <70), including the proportion recommended AC and any reasons for not prescribing AC. AC administration, regimen choice, completion rates, and survival outcomes were also examined. RESULTS: One thousand five hundred twelve patients enrolled in the ACCORD registry from 2005 to 2018 were included. Median follow-up was 57.0 months. Compared to the 827 YP, the 685 OP were less likely to be offered AC (71.5% vs. 96.5%, P < .0001) and when offered, were more likely to decline treatment (15.1% vs. 2.8%, P < .0001). Ultimately, 60.0% of OP and 93.7% of YP received AC (P < .0001). OP were less likely to receive oxaliplatin (27.5% vs. 84.7%, P < .0001) and to complete AC (75.9% vs. 85.7%, P < .0001). The probability of remaining recurrence-free was significantly higher in OP who received AC compared to those not treated (HR 0.73, P = .04) but not significantly improved with the addition of oxaliplatin (HR 0.75, P = .18). CONCLUSION: OP were less likely than YP to receive AC. Receipt of AC reduced recurrences in OP, supporting its use, although no significant benefit was observed from the addition of oxaliplatin.


Assuntos
Neoplasias Colorretais , Fluoruracila , Humanos , Oxaliplatina/uso terapêutico , Austrália/epidemiologia , Neoplasias Colorretais/patologia , Quimioterapia Adjuvante/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico
19.
ANZ J Surg ; 93(1-2): 214-218, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36128604

RESUMO

BACKGROUND: Real-world data on outcomes following Hartmann's reversal is necessary to help optimize the patient experience. We have explored the timing between the index operation and its reversal; what investigations were carried out prior to this, and the associated short-term outcomes. METHODS: A retrospective study of all patients who underwent Hartmann's reversal from 2010 to 2020 within a tertiary referral centre in Melbourne, Australia. One hundred from a total of 406 (25%) who underwent an emergency Hartmann's procedure had a subsequent reversal. Complete patient data was available for 83 of these patients. RESULTS: The average patient age was 60 years, and the median time for reversal was 14.0 (IQR 10-23) months. Seventy-nine of 83 (95%) reversals had a preoperative endoscopic evaluation of both their rectal stump and a complete colonoscopy. Stoma stenosis (n = 2), patient refusal (n = 1) and emergency reversal (n = 1) were cited reasons for not undergoing preoperative endoscopic evaluation. A third (n = 28, 34%) had a computed tomography prior to reversal; the majority was due to their underlying cancer surveillance (n = 21, 75%). Reversal was associated with a morbidity rate of 47% (n = 39). Surgical site infections (SSIs) (n = 21, 25%) were the most common type of complications encountered, with the majority being superficial (n = 15, 71%). SSIs were associated with steroid use (5/21 versus 4/62, p = 0.03) and greater hospital length of stay (6 versus 10 days, p = 0.03). CONCLUSION: Only a quarter of emergency Hartmann's procedures within our institution were reversed. A significant proportion developed postoperative complications. Surgical site infection was the most common morbidity.


Assuntos
Colostomia , Reto , Humanos , Pessoa de Meia-Idade , Estudos Retrospectivos , Colostomia/métodos , Anastomose Cirúrgica/métodos , Austrália/epidemiologia , Reto/cirurgia , Infecção da Ferida Cirúrgica/complicações , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Resultado do Tratamento
20.
ANZ J Surg ; 93(5): 1185-1189, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36468815

RESUMO

BACKGROUND: Colorectal cancer poses a major burden. Its incidence increases with age and older patients with comorbidities have a higher likelihood of major complications. This study investigated the impact of age on health outcomes in colorectal cancer patients treated by surgery. METHODS: A prospective database of all patients undergoing colorectal cancer surgery with curative intent between 2012 and 2017 was used to identify patients. A retrospective review of existing medical records investigating health-related outcomes in colorectal cancer patients undergoing surgery was performed. Primary outcomes measured were overall survival (OS) and disease-free survival (DFS). Difference in restricted mean survival times (RMST) up to a pre-specified time point of 24 months was used to compare four age groups. RESULTS: Six-hundred and fifty-one patients were divided into four age group categories: ≤65-years (n = 244), 66 to 75-years (n = 213), 76 to 85-years (n = 162) and >85-years (n = 32). Older patients were found to have a higher rate of post-operative medical complications (including confusion) (P = 0.001) and a longer length of stay (LOS) (P = 0.01). There was no difference between the 76 to 85-year age group and >85-year age group in OS and DFS. However, there was a reduced OS in older patients (>65) compared to their younger cohorts (<65) (P = 0.04). CONCLUSION: Older patients who undergo curative surgery have reduced OS, increased LOS and higher complication rates. Complex older patients may benefit from geriatric assessment and management in the peri-operative period.


Assuntos
Neoplasias Colorretais , Complicações Pós-Operatórias , Humanos , Idoso , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Intervalo Livre de Doença , Incidência , Intervalo Livre de Progressão , Estudos Retrospectivos
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