Pub Date : 2024-12-01Epub Date: 2024-10-24DOI: 10.1002/ncp.11229
Mostafa Shahraki Jazinaki, Abdolreza Norouzy, Seyyed Mostafa Arabi, Mohammad Reza Shadmand Foumani Moghadam, Ali Jafarzadeh Esfahani, Mohammad Safarian
Background: The two-step Global Leadership Initiative on Malnutrition (GLIM) approach was recently introduced to malnutrition diagnosis in a hospital setting. This study compares the diagnostic performance of this approach that uses the Nutritional Risk Screening-2002 (NRS-2002) as a screening tool and the direct application of GLIM malnutrition diagnostic criteria in hospitalized patients.
Methods: This cross-sectional study involved 290 adult and older adult patients who were hospitalized. A trained nutritionist implemented the two-step GLIM approach, including NRS-2002 (in the first step) and GLIM criteria (in the second step) for each patient. Then, the accuracy, kappa index, area under the receiver operating characteristic curve (AUC ROC), sensitivity, and specificity of malnutrition diagnostic performance of the two-step GLIM approach and NRS-2002 were evaluated compared to the direct use of GLIM criteria.
Results: The NRS-2002 identified 145 (50.0%) patients as at risk of malnutrition. The prevalence of malnutrition using the two-step GLIM approach and GLIM malnutrition diagnosis criteria were 120 (41.4%) and 141 (48.6%), respectively. The kappa index showed substantial and almost perfect agreement for NRS-2002 (κ = 68%) and the two-step GLIM approach (κ = 85%) with GLIM malnutrition diagnostic criteria, respectively. Furthermore, the AUC ROC (0.926; 95% confidence interval (CI): 0.89-0.96) and accuracy (92.8%) of the two-step GLIM approach compared to the GLIM criteria indicated an acepptable ability to distinguish between malnourished and well-nourished patients.
Conclusion: The two-step GLIM approach using NRS-2002 as a screening tool (in step one) had acceptable malnutrition diagnostic performance compared to the direct application of GLIM criteria in hospitalized patients.
{"title":"Two-step GLIM approach using NRS-2002 screening tool vs direct GLIM criteria application in hospital malnutrition diagnosis: A cross-sectional study.","authors":"Mostafa Shahraki Jazinaki, Abdolreza Norouzy, Seyyed Mostafa Arabi, Mohammad Reza Shadmand Foumani Moghadam, Ali Jafarzadeh Esfahani, Mohammad Safarian","doi":"10.1002/ncp.11229","DOIUrl":"10.1002/ncp.11229","url":null,"abstract":"<p><strong>Background: </strong>The two-step Global Leadership Initiative on Malnutrition (GLIM) approach was recently introduced to malnutrition diagnosis in a hospital setting. This study compares the diagnostic performance of this approach that uses the Nutritional Risk Screening-2002 (NRS-2002) as a screening tool and the direct application of GLIM malnutrition diagnostic criteria in hospitalized patients.</p><p><strong>Methods: </strong>This cross-sectional study involved 290 adult and older adult patients who were hospitalized. A trained nutritionist implemented the two-step GLIM approach, including NRS-2002 (in the first step) and GLIM criteria (in the second step) for each patient. Then, the accuracy, kappa index, area under the receiver operating characteristic curve (AUC ROC), sensitivity, and specificity of malnutrition diagnostic performance of the two-step GLIM approach and NRS-2002 were evaluated compared to the direct use of GLIM criteria.</p><p><strong>Results: </strong>The NRS-2002 identified 145 (50.0%) patients as at risk of malnutrition. The prevalence of malnutrition using the two-step GLIM approach and GLIM malnutrition diagnosis criteria were 120 (41.4%) and 141 (48.6%), respectively. The kappa index showed substantial and almost perfect agreement for NRS-2002 (κ = 68%) and the two-step GLIM approach (κ = 85%) with GLIM malnutrition diagnostic criteria, respectively. Furthermore, the AUC ROC (0.926; 95% confidence interval (CI): 0.89-0.96) and accuracy (92.8%) of the two-step GLIM approach compared to the GLIM criteria indicated an acepptable ability to distinguish between malnourished and well-nourished patients.</p><p><strong>Conclusion: </strong>The two-step GLIM approach using NRS-2002 as a screening tool (in step one) had acceptable malnutrition diagnostic performance compared to the direct application of GLIM criteria in hospitalized patients.</p>","PeriodicalId":19354,"journal":{"name":"Nutrition in Clinical Practice","volume":" ","pages":"1419-1430"},"PeriodicalIF":2.1,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142504887","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Cihan Heybeli, Ozcan Uzun, Lee Smith, Nicola Veronese, Masoud Rahmati, André Hajek, Pinar Soysal
Background: There is debate as to the association between dehydration and malnutrition. Thus, this study aimed to investigate the correlation between dehydration and malnutrition and their impact on geriatric syndromes.
Methods: This cross-sectional study included older adults (≥60 years) who attended one outpatient geriatric clinic. Malnutrition was defined according to the Mini Nutritional Assessment (MNA) score (<17), and dehydration was based on a single calculation method (plasma osmolarity [Posm] > 295 mmol/L).
Results: Among the 1409 patients studied, the prevalence of malnutrition and dehydration was 19% and 33%, respectively. The rate of malnutrition in the setting of dehydration was 18%, and the rate of dehydration in patients with malnutrition was 30% (P > 0.05). Polypharmacy, hypertension, diabetes mellitus, and higher body mass index (BMI) were associated solely with dehydration, whereas older age, a lower level of education, depression, and lower BMI were associated solely with malnutrition. Among patients with dehydration, there was a significant negative correlation between the MNA and Posm (P < 0.001, r = -0.20). Inversely, among patients without dehydration, the correlation was positive and significant (P < 0.001, r = 0.14).
Conclusion: A negative correlation was found between the MNA score and Posm in patients with dehydration, whereas the correlation is positive among patients without dehydration. This inverse relationship between the MNA score and Posm in patients with different levels of hydration is one potential reason for the lack of a significant correlation between malnutrition and dehydration in previously reported studies. Different risk factors of malnutrition may predominate in settings of dehydration vs no dehydration.
{"title":"Associations between malnutrition and dehydration among older adults: A cross-sectional observational study.","authors":"Cihan Heybeli, Ozcan Uzun, Lee Smith, Nicola Veronese, Masoud Rahmati, André Hajek, Pinar Soysal","doi":"10.1002/ncp.11246","DOIUrl":"https://doi.org/10.1002/ncp.11246","url":null,"abstract":"<p><strong>Background: </strong>There is debate as to the association between dehydration and malnutrition. Thus, this study aimed to investigate the correlation between dehydration and malnutrition and their impact on geriatric syndromes.</p><p><strong>Methods: </strong>This cross-sectional study included older adults (≥60 years) who attended one outpatient geriatric clinic. Malnutrition was defined according to the Mini Nutritional Assessment (MNA) score (<17), and dehydration was based on a single calculation method (plasma osmolarity [Posm] > 295 mmol/L).</p><p><strong>Results: </strong>Among the 1409 patients studied, the prevalence of malnutrition and dehydration was 19% and 33%, respectively. The rate of malnutrition in the setting of dehydration was 18%, and the rate of dehydration in patients with malnutrition was 30% (P > 0.05). Polypharmacy, hypertension, diabetes mellitus, and higher body mass index (BMI) were associated solely with dehydration, whereas older age, a lower level of education, depression, and lower BMI were associated solely with malnutrition. Among patients with dehydration, there was a significant negative correlation between the MNA and Posm (P < 0.001, r = -0.20). Inversely, among patients without dehydration, the correlation was positive and significant (P < 0.001, r = 0.14).</p><p><strong>Conclusion: </strong>A negative correlation was found between the MNA score and Posm in patients with dehydration, whereas the correlation is positive among patients without dehydration. This inverse relationship between the MNA score and Posm in patients with different levels of hydration is one potential reason for the lack of a significant correlation between malnutrition and dehydration in previously reported studies. Different risk factors of malnutrition may predominate in settings of dehydration vs no dehydration.</p>","PeriodicalId":19354,"journal":{"name":"Nutrition in Clinical Practice","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142731151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Micheli da Silva Tarnowski, Camila Ferri Burgel, Andressa Amaral Dariva, Isabela Canquerini Marques, Lana Porto Alves, Mileni V Beretta, Flávia Moraes Silva, Catarina B Andreatta Gottschall
Background: The SARC-CalF was developed as a screening tool for sarcopenia, but little is still known about its validity in surgical patients. Thus, this study aimed to assess the prognostic value of SARC-CalF in predicting clinical outcomes in patients admitted for any elective surgery in a hospital.
Methods: Cohort study with prospective data collection of surgical patients ≥18 years of age screened for sarcopenia within 48 h of admission using the SARC-CalF (score ≥11 points classified patients at suggestive signs of sarcopenia). A standard questionnaire for sociodemographic and clinical data was filled and anthropometric data were measured. Clinical outcomes of interest comprised postoperative complications, length of postoperative hospital stay (LPHS), length of hospital stay (LOS), and in-hospital death.
Results: Among the 303 patients admitted for elective surgery across various specialties (58.2 ± 14.6 years; 53.8% men) included, 21.5% presented suggestive signs of sarcopenia (SARC-CalF ≥11). LOS (16.0 [10.0-29.0] vs 13.5 [8.0-22.0] days; P < 0.05) and LPHS (6.0 [3.0-14.5] vs 5.0 [1.0-8.2] days; P < 0.05) were longer in patients with SARC-CalF ≥11 compared with those without this condition. The frequency of severe postoperative complications (23.1% vs 8.8%; P < 0.05) and the incidence of death (12.3% vs 2.9%; P < 0.05) were higher in patients with SARC-CalF ≥11. However, in the multivariate analyses, no association between SARC-CalF ≥11 and clinical outcomes was found.
Conclusion: Signs of sarcopenia (SARC-CalF ≥11) were present in >20% of patients who were hospitalized for any elective surgery, but it was not an independent predictor of extended hospital stay, complications, and death.
{"title":"Sarcopenia screening and clinical outcomes in surgical patients: A longitudinal study.","authors":"Micheli da Silva Tarnowski, Camila Ferri Burgel, Andressa Amaral Dariva, Isabela Canquerini Marques, Lana Porto Alves, Mileni V Beretta, Flávia Moraes Silva, Catarina B Andreatta Gottschall","doi":"10.1002/ncp.11243","DOIUrl":"https://doi.org/10.1002/ncp.11243","url":null,"abstract":"<p><strong>Background: </strong>The SARC-CalF was developed as a screening tool for sarcopenia, but little is still known about its validity in surgical patients. Thus, this study aimed to assess the prognostic value of SARC-CalF in predicting clinical outcomes in patients admitted for any elective surgery in a hospital.</p><p><strong>Methods: </strong>Cohort study with prospective data collection of surgical patients ≥18 years of age screened for sarcopenia within 48 h of admission using the SARC-CalF (score ≥11 points classified patients at suggestive signs of sarcopenia). A standard questionnaire for sociodemographic and clinical data was filled and anthropometric data were measured. Clinical outcomes of interest comprised postoperative complications, length of postoperative hospital stay (LPHS), length of hospital stay (LOS), and in-hospital death.</p><p><strong>Results: </strong>Among the 303 patients admitted for elective surgery across various specialties (58.2 ± 14.6 years; 53.8% men) included, 21.5% presented suggestive signs of sarcopenia (SARC-CalF ≥11). LOS (16.0 [10.0-29.0] vs 13.5 [8.0-22.0] days; P < 0.05) and LPHS (6.0 [3.0-14.5] vs 5.0 [1.0-8.2] days; P < 0.05) were longer in patients with SARC-CalF ≥11 compared with those without this condition. The frequency of severe postoperative complications (23.1% vs 8.8%; P < 0.05) and the incidence of death (12.3% vs 2.9%; P < 0.05) were higher in patients with SARC-CalF ≥11. However, in the multivariate analyses, no association between SARC-CalF ≥11 and clinical outcomes was found.</p><p><strong>Conclusion: </strong>Signs of sarcopenia (SARC-CalF ≥11) were present in >20% of patients who were hospitalized for any elective surgery, but it was not an independent predictor of extended hospital stay, complications, and death.</p>","PeriodicalId":19354,"journal":{"name":"Nutrition in Clinical Practice","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142695737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Patrícia Zamberlan, Maria A C Bonfim, Uenis Tannuri, Werther B de Carvalho, Artur F Delgado
Background: Pediatric acute liver failure (PALF) is a clinical diagnosis in which previously asymptomatic children exhibit a rapid loss of liver function.
Objectives: To describe the clinical and nutrition conditions at admission and during hospitalization in patients with PALF who underwent liver transplantation (LT) at a referral center and establish a possible association between nutrition status and prognosis in this population.
Methods: A prospective study was conducted on children underwent LT because of PALF. Nutrition assessment was performed at admission and repeated weekly until hospital discharge, and their relationships with clinical outcomes were tested.
Results: The study population consisted of 23 patients with a median age of 60 months and, in most cases, the etiology of acute liver failure (ALF) was indeterminate (69.6%). The majority of the patients were well nourished according to the z score body mass index-for-age (82.6%) and z arm circumference-for-age (zAC/A) (82.6%). A decline in nutrition status was observed in 47.6% of the patients, as indicated by a decrease in zAC. Clinical and nutrition improvement was demonstrated by the progressive increase in zAC, serum albumin levels, and phase angle (PA) values and by the reduction in C-reactive protein levels. There was no statistically significant relationship between nutrition status and clinical outcomes.
Conclusion: Most children and adolescents with ALF presented adequate nutrition status at the time of LT, and some patients worsened their nutrition status during hospitalization, suggesting that post-LT is a period of high nutrition risk, and early nutrition therapy (NT) must be a priority in these patients.
{"title":"Pediatric liver transplant for acute liver failure: Defining the standard nutrition and clinical evolution: An observational study.","authors":"Patrícia Zamberlan, Maria A C Bonfim, Uenis Tannuri, Werther B de Carvalho, Artur F Delgado","doi":"10.1002/ncp.11242","DOIUrl":"https://doi.org/10.1002/ncp.11242","url":null,"abstract":"<p><strong>Background: </strong>Pediatric acute liver failure (PALF) is a clinical diagnosis in which previously asymptomatic children exhibit a rapid loss of liver function.</p><p><strong>Objectives: </strong>To describe the clinical and nutrition conditions at admission and during hospitalization in patients with PALF who underwent liver transplantation (LT) at a referral center and establish a possible association between nutrition status and prognosis in this population.</p><p><strong>Methods: </strong>A prospective study was conducted on children underwent LT because of PALF. Nutrition assessment was performed at admission and repeated weekly until hospital discharge, and their relationships with clinical outcomes were tested.</p><p><strong>Results: </strong>The study population consisted of 23 patients with a median age of 60 months and, in most cases, the etiology of acute liver failure (ALF) was indeterminate (69.6%). The majority of the patients were well nourished according to the z score body mass index-for-age (82.6%) and z arm circumference-for-age (zAC/A) (82.6%). A decline in nutrition status was observed in 47.6% of the patients, as indicated by a decrease in zAC. Clinical and nutrition improvement was demonstrated by the progressive increase in zAC, serum albumin levels, and phase angle (PA) values and by the reduction in C-reactive protein levels. There was no statistically significant relationship between nutrition status and clinical outcomes.</p><p><strong>Conclusion: </strong>Most children and adolescents with ALF presented adequate nutrition status at the time of LT, and some patients worsened their nutrition status during hospitalization, suggesting that post-LT is a period of high nutrition risk, and early nutrition therapy (NT) must be a priority in these patients.</p>","PeriodicalId":19354,"journal":{"name":"Nutrition in Clinical Practice","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142605107","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emma Bidgood, Joanna Huang, Elise Murphy, Ralley Prentice, Beth Hede, David Russell
Background: Peripheral parenteral nutrition (PPN) provides an alternative nutrition support strategy to centrally administered PN for specific patients requiring short-term PN. Previous studies have demonstrated limited use of PPN and variable complication rates. This study aimed to evaluate PPN complications and usage at this center.
Methods: This was a single-center retrospective observational study of all adult patients who received at least 1 day of PPN from June 2018 to December 2023. Demographic and clinical data were collected, including complications, indications for PN and reason for PPN, duration of therapy, reason for cessation of PPN, nutrition status, energy and protein provision, and central line insertion rates.
Results: 381 patients were included, the median age was 62 (interquartile range = 28-74) years, and 235 were men (61.7%). The most common indication for PN was ileus (n = 153, 40%) followed by gastrointestinal obstruction (n = 93, 24%). The median time receiving PPN was 3 (2-4) days. Patients received a median of 65% (55%-75%) of energy and 58% (50%-69%) of protein requirements with PPN. Malnutrition was diagnosed in 47.5% (n = 181) of this cohort. Total complication rates were 8.7% (n = 33), with cannula infiltration being the most common complication (6.6%, n = 25). 213 (56%) patients proceeded to central line insertion.
Conclusion: PPN proved to be a safe and effective therapy for short-term PN when managed by a nutrition support team. PPN has the potential to attenuate short-term nutrition deficits and prevent central venous access device insertion in selected patients, making it a valuable nutrition support therapy.
{"title":"Peripheral parenteral nutrition: A retrospective observational study to evaluate utility and complications.","authors":"Emma Bidgood, Joanna Huang, Elise Murphy, Ralley Prentice, Beth Hede, David Russell","doi":"10.1002/ncp.11237","DOIUrl":"https://doi.org/10.1002/ncp.11237","url":null,"abstract":"<p><strong>Background: </strong>Peripheral parenteral nutrition (PPN) provides an alternative nutrition support strategy to centrally administered PN for specific patients requiring short-term PN. Previous studies have demonstrated limited use of PPN and variable complication rates. This study aimed to evaluate PPN complications and usage at this center.</p><p><strong>Methods: </strong>This was a single-center retrospective observational study of all adult patients who received at least 1 day of PPN from June 2018 to December 2023. Demographic and clinical data were collected, including complications, indications for PN and reason for PPN, duration of therapy, reason for cessation of PPN, nutrition status, energy and protein provision, and central line insertion rates.</p><p><strong>Results: </strong>381 patients were included, the median age was 62 (interquartile range = 28-74) years, and 235 were men (61.7%). The most common indication for PN was ileus (n = 153, 40%) followed by gastrointestinal obstruction (n = 93, 24%). The median time receiving PPN was 3 (2-4) days. Patients received a median of 65% (55%-75%) of energy and 58% (50%-69%) of protein requirements with PPN. Malnutrition was diagnosed in 47.5% (n = 181) of this cohort. Total complication rates were 8.7% (n = 33), with cannula infiltration being the most common complication (6.6%, n = 25). 213 (56%) patients proceeded to central line insertion.</p><p><strong>Conclusion: </strong>PPN proved to be a safe and effective therapy for short-term PN when managed by a nutrition support team. PPN has the potential to attenuate short-term nutrition deficits and prevent central venous access device insertion in selected patients, making it a valuable nutrition support therapy.</p>","PeriodicalId":19354,"journal":{"name":"Nutrition in Clinical Practice","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142522455","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Iasmin M Sousa, Jarson P da Costa Pereira, Rodrigo A B Rüegg, Guilherme C F Calado, Jadson G Xavier, Nithaela A Bennemann, Maria K do Nascimento, Ana P T Fayh
Background: A-mode ultrasound (US) is a potential method for directly measuring muscle thickness in patients with cancer, but its utility remains underexplored. We aimed to evaluate the feasibility of using A-mode US to assess muscle thickness, compare it with computed tomography (CT)-derived results, and assess its ability to diagnose sarcopenia.
Methods: A cross-sectional analysis was conducted with hospitalized patients with cancer. Muscle cross-sectional area (CSA) was derived from CT scans. Biceps muscle thickness (BMT) and thigh muscle thickness (TMT) by A-mode US were assessed. BMT + TMT were also combined as an additional phenotype. Muscle strength was assessed using handgrip strength (HGS) test. Sarcopenia was defined as low muscle mass (CT- and US-derived) + low HGS.
Results: We included 120 patients (53.3% women, 45% older adults, and 85.8% with disease stages III-IV). TMT alone and the combined approach (BMT + TMT) were weak and positively correlated and significantly associated with muscle CSA, explaining 35% of CSA variability (R2 = 0.35). TMT individual and combined with BMT exhibited the highest accuracy for men (area under the curve >0.70). Sarcopenia diagnosed by BMT + TMT exhibited the highest frequency (34%) and moderate agreement with CT-derived sarcopenia (κ = 0.48).
Conclusion: A-mode US has the potential to be a feasible tool for diagnosing sarcopenia in clinical practice at the bedside for patients with cancer despite the need for further improvements in the tool's accuracy. Our main findings suggest that combining measurements of BMT and TMT may enhance its clinical significance in diagnosing sarcopenia.
背景:A型超声波(US)是直接测量癌症患者肌肉厚度的一种潜在方法,但其实用性仍未得到充分探索。我们旨在评估使用 A 型超声波评估肌肉厚度的可行性,将其与计算机断层扫描(CT)得出的结果进行比较,并评估其诊断肌肉疏松症的能力:方法:我们对住院的癌症患者进行了横断面分析。肌肉横截面积(CSA)由 CT 扫描得出。通过 A 型 US 评估肱二头肌厚度(BMT)和大腿肌肉厚度(TMT)。BMT+TMT还被合并为一个额外的表型。肌肉力量通过手握力量(HGS)测试进行评估。肌肉疏松症被定义为低肌肉质量(CT 和 US 导出)+ 低 HGS:我们共纳入了 120 名患者(53.3% 为女性,45% 为老年人,85.8% 为疾病 III-IV 期)。单独 TMT 和联合方法(BMT + TMT)与肌肉 CSA 呈弱正相关,且有显著相关性,可解释 35% 的 CSA 变异(R2 = 0.35)。对男性而言,单独的 TMT 和结合 BMT 的 TMT 具有最高的准确性(曲线下面积大于 0.70)。通过 BMT + TMT 诊断出的肌肉疏松症出现频率最高(34%),与 CT 导出的肌肉疏松症的吻合度中等(κ = 0.48):尽管该工具的准确性有待进一步提高,但在临床实践中,A 型 US 有可能成为癌症患者床旁诊断肌肉疏松症的可行工具。我们的主要研究结果表明,结合测量 BMT 和 TMT 可提高其在诊断肌肉疏松症方面的临床意义。
{"title":"Comparing A-mode ultrasound and computed tomography for assessing cancer-related sarcopenia: A cross-sectional study.","authors":"Iasmin M Sousa, Jarson P da Costa Pereira, Rodrigo A B Rüegg, Guilherme C F Calado, Jadson G Xavier, Nithaela A Bennemann, Maria K do Nascimento, Ana P T Fayh","doi":"10.1002/ncp.11234","DOIUrl":"https://doi.org/10.1002/ncp.11234","url":null,"abstract":"<p><strong>Background: </strong>A-mode ultrasound (US) is a potential method for directly measuring muscle thickness in patients with cancer, but its utility remains underexplored. We aimed to evaluate the feasibility of using A-mode US to assess muscle thickness, compare it with computed tomography (CT)-derived results, and assess its ability to diagnose sarcopenia.</p><p><strong>Methods: </strong>A cross-sectional analysis was conducted with hospitalized patients with cancer. Muscle cross-sectional area (CSA) was derived from CT scans. Biceps muscle thickness (BMT) and thigh muscle thickness (TMT) by A-mode US were assessed. BMT + TMT were also combined as an additional phenotype. Muscle strength was assessed using handgrip strength (HGS) test. Sarcopenia was defined as low muscle mass (CT- and US-derived) + low HGS.</p><p><strong>Results: </strong>We included 120 patients (53.3% women, 45% older adults, and 85.8% with disease stages III-IV). TMT alone and the combined approach (BMT + TMT) were weak and positively correlated and significantly associated with muscle CSA, explaining 35% of CSA variability (R<sup>2</sup> = 0.35). TMT individual and combined with BMT exhibited the highest accuracy for men (area under the curve >0.70). Sarcopenia diagnosed by BMT + TMT exhibited the highest frequency (34%) and moderate agreement with CT-derived sarcopenia (κ = 0.48).</p><p><strong>Conclusion: </strong>A-mode US has the potential to be a feasible tool for diagnosing sarcopenia in clinical practice at the bedside for patients with cancer despite the need for further improvements in the tool's accuracy. Our main findings suggest that combining measurements of BMT and TMT may enhance its clinical significance in diagnosing sarcopenia.</p>","PeriodicalId":19354,"journal":{"name":"Nutrition in Clinical Practice","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142522554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dong Jin Park, Seung Min Baik, Hanyoung Lee, Hoonsung Park, Jae-Myeong Lee
Background: This study aimed to understand the collective impact of trace elements, vitamins, cholesterol, and prealbumin on patient outcomes in the intensive care unit (ICU) using an advanced artificial intelligence (AI) model for mortality prediction.
Methods: Data from ICU patients (December 2016 to December 2021), including serum levels of trace elements, vitamins, cholesterol, and prealbumin, were retrospectively analyzed using AI models. Models employed included category boosting (CatBoost), extreme gradient boosting (XGBoost), light gradient boosting machine (LGBM), and multilayer perceptron (MLP). Performance was evaluated using area under the receiver operating characteristic curve (AUROC), accuracy, precision, recall, and F1-score. The performance was evaluated using 10-fold crossvalidation. The SHapley Additive exPlanations (SHAP) method provided interpretability.
Results: CatBoost emerged as the top-performing individual AI model with an AUROC of 0.756, closely followed by LGBM, MLP, and XGBoost. Furthermore, the ensemble model combining these four models achieved the highest AUROC of 0.776 and more balanced metrics, outperforming all models. SHAP analysis indicated significant influences of prealbumin, Acute Physiology and Chronic Health Evaluation II score, and age on predictions. Notably, the ratios of selenium to age and low-density lipoprotein to total cholesterol also had a notable impact on the models' output.
Conclusion: The study underscores the critical role of nutrition-related parameters in ICU patient outcomes. Advanced AI models, particularly in an ensemble approach, demonstrated improved predictive accuracy. SHAP analysis offered insights into specific factors influencing patient survival, highlighting the need for broader consideration of these biomarkers in critical care management.
{"title":"Impact of nutrition-related laboratory tests on mortality of patients who are critically ill using artificial intelligence: A focus on trace elements, vitamins, and cholesterol.","authors":"Dong Jin Park, Seung Min Baik, Hanyoung Lee, Hoonsung Park, Jae-Myeong Lee","doi":"10.1002/ncp.11238","DOIUrl":"https://doi.org/10.1002/ncp.11238","url":null,"abstract":"<p><strong>Background: </strong>This study aimed to understand the collective impact of trace elements, vitamins, cholesterol, and prealbumin on patient outcomes in the intensive care unit (ICU) using an advanced artificial intelligence (AI) model for mortality prediction.</p><p><strong>Methods: </strong>Data from ICU patients (December 2016 to December 2021), including serum levels of trace elements, vitamins, cholesterol, and prealbumin, were retrospectively analyzed using AI models. Models employed included category boosting (CatBoost), extreme gradient boosting (XGBoost), light gradient boosting machine (LGBM), and multilayer perceptron (MLP). Performance was evaluated using area under the receiver operating characteristic curve (AUROC), accuracy, precision, recall, and F1-score. The performance was evaluated using 10-fold crossvalidation. The SHapley Additive exPlanations (SHAP) method provided interpretability.</p><p><strong>Results: </strong>CatBoost emerged as the top-performing individual AI model with an AUROC of 0.756, closely followed by LGBM, MLP, and XGBoost. Furthermore, the ensemble model combining these four models achieved the highest AUROC of 0.776 and more balanced metrics, outperforming all models. SHAP analysis indicated significant influences of prealbumin, Acute Physiology and Chronic Health Evaluation II score, and age on predictions. Notably, the ratios of selenium to age and low-density lipoprotein to total cholesterol also had a notable impact on the models' output.</p><p><strong>Conclusion: </strong>The study underscores the critical role of nutrition-related parameters in ICU patient outcomes. Advanced AI models, particularly in an ensemble approach, demonstrated improved predictive accuracy. SHAP analysis offered insights into specific factors influencing patient survival, highlighting the need for broader consideration of these biomarkers in critical care management.</p>","PeriodicalId":19354,"journal":{"name":"Nutrition in Clinical Practice","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142504875","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01Epub Date: 2024-06-23DOI: 10.1002/ncp.11178
David Kohler, Hannah Freid, Jennifer Cholewka, Megan Miller, Stephanie L Gold
Malnutrition is estimated to affect roughly 30%-80% of patients with inflammatory bowel disease (IBD). In those patients who cannot tolerate sufficient oral nutrition or there is no possibility for placing an enteral nutrition tube, parenteral nutrition offers a lifesaving alternative. However, this is not without risk. For patients with IBD, understanding the indications, contraindications, and complications associated with parenteral nutrition is crucial. In this review, we will discuss the indications and contraindications for parenteral nutrition in patients with IBD, the common complications associated with intravenous nutrition, the use of parenteral nutrition in special populations, such as in pediatric and perioperative patients, and the impact of parenteral nutrition on IBD-related outcomes.
{"title":"The use of parenteral nutrition in patients with inflammatory bowel disease: A detailed guide on the indications, risks, and benefits.","authors":"David Kohler, Hannah Freid, Jennifer Cholewka, Megan Miller, Stephanie L Gold","doi":"10.1002/ncp.11178","DOIUrl":"10.1002/ncp.11178","url":null,"abstract":"<p><p>Malnutrition is estimated to affect roughly 30%-80% of patients with inflammatory bowel disease (IBD). In those patients who cannot tolerate sufficient oral nutrition or there is no possibility for placing an enteral nutrition tube, parenteral nutrition offers a lifesaving alternative. However, this is not without risk. For patients with IBD, understanding the indications, contraindications, and complications associated with parenteral nutrition is crucial. In this review, we will discuss the indications and contraindications for parenteral nutrition in patients with IBD, the common complications associated with intravenous nutrition, the use of parenteral nutrition in special populations, such as in pediatric and perioperative patients, and the impact of parenteral nutrition on IBD-related outcomes.</p>","PeriodicalId":19354,"journal":{"name":"Nutrition in Clinical Practice","volume":" ","pages":"1026-1036"},"PeriodicalIF":2.1,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141458375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01Epub Date: 2024-06-30DOI: 10.1002/ncp.11185
Pardhu B Neelam, Vishal Sharma
{"title":"Utility of SARC-F for screening for sarcopenia in ulcerative colitis.","authors":"Pardhu B Neelam, Vishal Sharma","doi":"10.1002/ncp.11185","DOIUrl":"10.1002/ncp.11185","url":null,"abstract":"","PeriodicalId":19354,"journal":{"name":"Nutrition in Clinical Practice","volume":" ","pages":"1270-1271"},"PeriodicalIF":2.1,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141469766","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}