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Herzberg J, Strate T, Passlack L, Guraya SY, Honarpisheh H. Effect of Preoperative Body Composition on Postoperative Anastomotic Leakage in Oncological Ivor Lewis Esophagectomy-A Retrospective Cohort Study. Cancers (Basel) 2024; 16:4217. [PMID: 39766116 PMCID: PMC11726741 DOI: 10.3390/cancers16244217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Revised: 12/03/2024] [Accepted: 12/13/2024] [Indexed: 01/15/2025] Open
Abstract
BACKGROUND Surgery for esophageal cancer has an associated high rate of postoperative complications such as anastomotic leakage (AL) and fistulas. Pre-operative sarcopenia as a loss of skeletal muscle mass and function is identified as a potential prognostic factor in determining the outcomes of oncological surgical resections for esophageal cancers. In this study, we evaluated the impact of body composition on postoperative complications in esophageal cancer surgery. METHODS In this cohort study, we analyzed patients' body composition at the level of the third lumbar vertebra on CT scans before Ivor Lewis resections for esophageal cancers between January 2015 and December 2022. Patients with a skeletal muscle index (SMI) ≤ 38.5 cm2/m2 in women and ≤52.4 cm2/m2 in men were classified as sarcopenic. Postoperative complications were categorized following the Dindo-Clavien classification and included AL, postoperative pneumonia, length of hospital stay, and failure-to-rescue which were compared between the sarcopenic and non-sarcopenic patients. RESULTS From a group of 111 patients with Ivor Lewis esophagectomy, 70 patients (63.1%) were classified as sarcopenic based on the SMI and the previously published gender-specific cut-off values. AL occurred at 12.6% (5.6% in adenocarcinoma). Within the whole cohort, patients with AL had a significantly low SMI of 43.487 ± 8.088 vs. 48.668 ± 7.514; p = 0.012. Additionally, the SMI showed a negative correlation to the length of postoperative hospital stay (r = -0.204; p = 0.032; N = 111). The failure-to-rescue rate was higher in the group of sarcopenic patients (12.8% vs. 8%). CONCLUSIONS Our data showed a correlation between SMI and AL. This effect could not be seen in gender-specific SMI. This study showed a lower failure-to-rescue rate in non-sarcopenic patients after Ivor Lewis esophagectomy. These findings underscore the crucial role of determining the preoperative nutritional and body composition status as measured by the preoperative CT scans.
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Affiliation(s)
- Jonas Herzberg
- Department of Surgery, Krankenhaus Reinbek St. Adolf-Stift, 21465 Reinbek, Germany
| | - Tim Strate
- Department of Surgery, Krankenhaus Reinbek St. Adolf-Stift, 21465 Reinbek, Germany
| | - Leon Passlack
- Department of Internal Medicine, Krankenhaus Reinbek St. Adolf-Stift, 21465 Reinbek, Germany
| | - Salman Yousuf Guraya
- Clinical Sciences Department, College of Medicine, University of Sharjah, Sharjah P.O. Box 27272, United Arab Emirates
| | - Human Honarpisheh
- Department of Surgery, Krankenhaus Reinbek St. Adolf-Stift, 21465 Reinbek, Germany
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Ahn TR, Lee JH, Lee J. Effect of contrast media on CT bone density assessment: comparative analysis of low-dose chest CT and abdominopelvic CT. Sci Rep 2024; 14:28378. [PMID: 39551801 PMCID: PMC11570609 DOI: 10.1038/s41598-024-79985-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 11/13/2024] [Indexed: 11/19/2024] Open
Abstract
Detecting individuals with low bone mineral density (BMD) before clinical fractures occur may help improve the outcomes of osteoporosis and osteopenia. Although computed tomography (CT) is useful for opportunistic BMD measurement, the modality most suitable for opportunistic screening remains unclear. In this retrospective study, we compared the diagnostic performance of low-dose chest CT (LDCT) and contrast-enhanced abdominopelvic CT (APCT) for measuring BMD at L1 level using dual-energy X-ray absorptiometry (DEXA) as a reference in individuals who underwent LDCT, APCT, and DEXA assessments on the same day. We included 512 individuals (median age: 60 years; interquartile range, 55-65 years; 307 men). Both LDCT (r = 0.706; P < 0.001) and APCT (r = 0.643; P < 0.001) exhibited strong correlation with DEXA T-scores. As T-scores decreased, the relative difference between LDCT and APCT Hounsfield unit values increased (b = - 6.456; P < 0.001). LDCT outperformed APCT in diagnosing both osteoporosis (AUC, 0.865 vs. 0.833; P = 0.035) and low BMD (AUC, 0.844 vs. 0.815; P = 0.006), which may be attributable to the greater effect of intravenous contrast media on CT scan characteristics in individuals with lower T-scores. These results may help inform the selection of imaging methods suitable for screening.
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Affiliation(s)
- Tae Ran Ahn
- Department of Radiology, Gil Medical Center, School of Medicine, Gachon University, 21, Namdong-daero 774beon-gil, Namdong-gu, Incheon, Republic of Korea.
| | - Ji Hyun Lee
- Department of Radiology, School of Medicine, Samsung Medical Center, Sungkyunkwan University, Seoul, Republic of Korea
| | - Jungbok Lee
- Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
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Vedder IR, Levolger S, Dierckx RAJO, Viddeleer AR, Bokkers RPH. Effect of contrast phase on quantitative analysis of skeletal muscle and adipose tissue by computed tomography. Nutrition 2024; 126:112492. [PMID: 39089132 DOI: 10.1016/j.nut.2024.112492] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 04/18/2024] [Accepted: 05/01/2024] [Indexed: 08/03/2024]
Abstract
OBJECTIVES Significant variability exists in the contrast phases applied during computed tomography (CT) studies when assessing morphometric measurements of muscle area (CT-assessed sarcopenia) and density (CT-assessed myosteatosis) and visceral adipose tissue area (CT-assessed visceral obesity). This study explored the impact of contrast phase timing on changes in morphometric measurements of body composition. METHODS This single-center retrospective cohort study included 459 patients undergoing a multiphase CT scan. Morphometric measurements were obtained at the third lumbar vertebra level. Patients were classified as sarcopenic, myosteatotic, or visceral obese using predefined cutoff values. The intraclass correlation coefficient was used to assess correlations across different enhancement phases, and Cohen's κ measured the inter-enhancement agreement for sarcopenia, myosteatosis, and visceral obesity. RESULTS Significant differences were observed in mean visceral adipose tissue area, muscle density, and muscle area (P < 0.001). The intraclass correlation coefficient between unenhanced and arterial phases was 0.987 (95% confidence interval [CI], 0.759-0.996) for adipose tissue, 0.995 (95% CI, 0.989-0.997) for muscle area, and 0.850 (95% CI, 0.000-0.956) for muscle density. However, when morphometric measurements were categorized using predefined cutoffs, the κ agreement was considerably lower, particularly for CT-assessed myosteatosis, ranging from 0.635 (unenhanced to arterial) to 0.331 (unenhanced to late venous phase). CONCLUSIONS Different CT contrast phases induce small but clinically significant alterations in the measurements of muscle area and density and visceral fat. Such minor changes can result in misclassification issues when fixed cutoff values are used to diagnose myosteatosis with CT. This underscores the importance of reporting absolute values and the specific contrast phase used in future studies.
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Affiliation(s)
- Issi R Vedder
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Stef Levolger
- Department of Radiology, Maasstad Hospital, Rotterdam, the Netherlands
| | - Rudi A J O Dierckx
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands; Department of Nuclear Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Alain R Viddeleer
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Reinoud P H Bokkers
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.
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Reis EP, Blankemeier L, Zambrano Chaves JM, Jensen MEK, Yao S, Truyts CAM, Willis MH, Adams S, Amaro E, Boutin RD, Chaudhari AS. Automated abdominal CT contrast phase detection using an interpretable and open-source artificial intelligence algorithm. Eur Radiol 2024; 34:6680-6687. [PMID: 38683384 PMCID: PMC11456344 DOI: 10.1007/s00330-024-10769-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 03/11/2024] [Accepted: 03/20/2024] [Indexed: 05/01/2024]
Abstract
OBJECTIVES To develop and validate an open-source artificial intelligence (AI) algorithm to accurately detect contrast phases in abdominal CT scans. MATERIALS AND METHODS Retrospective study aimed to develop an AI algorithm trained on 739 abdominal CT exams from 2016 to 2021, from 200 unique patients, covering 1545 axial series. We performed segmentation of five key anatomic structures-aorta, portal vein, inferior vena cava, renal parenchyma, and renal pelvis-using TotalSegmentator, a deep learning-based tool for multi-organ segmentation, and a rule-based approach to extract the renal pelvis. Radiomics features were extracted from the anatomical structures for use in a gradient-boosting classifier to identify four contrast phases: non-contrast, arterial, venous, and delayed. Internal and external validation was performed using the F1 score and other classification metrics, on the external dataset "VinDr-Multiphase CT". RESULTS The training dataset consisted of 172 patients (mean age, 70 years ± 8, 22% women), and the internal test set included 28 patients (mean age, 68 years ± 8, 14% women). In internal validation, the classifier achieved an accuracy of 92.3%, with an average F1 score of 90.7%. During external validation, the algorithm maintained an accuracy of 90.1%, with an average F1 score of 82.6%. Shapley feature attribution analysis indicated that renal and vascular radiodensity values were the most important for phase classification. CONCLUSION An open-source and interpretable AI algorithm accurately detects contrast phases in abdominal CT scans, with high accuracy and F1 scores in internal and external validation, confirming its generalization capability. CLINICAL RELEVANCE STATEMENT Contrast phase detection in abdominal CT scans is a critical step for downstream AI applications, deploying algorithms in the clinical setting, and for quantifying imaging biomarkers, ultimately allowing for better diagnostics and increased access to diagnostic imaging. KEY POINTS Digital Imaging and Communications in Medicine labels are inaccurate for determining the abdominal CT scan phase. AI provides great help in accurately discriminating the contrast phase. Accurate contrast phase determination aids downstream AI applications and biomarker quantification.
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Affiliation(s)
- Eduardo Pontes Reis
- Department of Radiology, Stanford University, Stanford, CA, USA.
- Center for Artificial Intelligence in Medicine & Imaging (AIMI), Stanford University, Stanford, CA, USA.
- Hospital Israelita Albert Einstein, Sao Paulo, Brazil.
| | - Louis Blankemeier
- Department of Electrical Engineering, Stanford University, Stanford, CA, USA
| | - Juan Manuel Zambrano Chaves
- Department of Radiology, Stanford University, Stanford, CA, USA
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
| | | | - Sally Yao
- Department of Radiology, Stanford University, Stanford, CA, USA
| | | | - Marc H Willis
- Department of Radiology, Stanford University, Stanford, CA, USA
| | - Scott Adams
- Department of Radiology, Stanford University, Stanford, CA, USA
| | - Edson Amaro
- Hospital Israelita Albert Einstein, Sao Paulo, Brazil
| | - Robert D Boutin
- Department of Radiology, Stanford University, Stanford, CA, USA
| | - Akshay S Chaudhari
- Department of Radiology, Stanford University, Stanford, CA, USA
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
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Brath MSG, Kristensen SV, Sahakyan M, Mark EB, Rasmussen HH, Østergaard LR, Frøkjær JB, Weinreich UM. Influence of weight-adjusted contrast enhancement on computed tomography-derived skeletal muscle measures: a retrospective proof-of-concept comparative study between Danish females and males. Am J Clin Nutr 2024; 120:696-706. [PMID: 38936776 DOI: 10.1016/j.ajcnut.2024.06.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 05/31/2024] [Accepted: 06/21/2024] [Indexed: 06/29/2024] Open
Abstract
BACKGROUND Computed tomography (CT) has an underutilized potential for evaluating body composition in clinical settings. Often conducted with intravenous contrast (IVC), CT scans yield unused body composition data due to unclear effects on skeletal muscle area (SMA), skeletal muscle index (SMI), and muscle density (SMD). OBJECTIVES This study investigates whether weight-adjusted IVC influences SMA, SMI, and SMD differently in females and males compared with noncontrast abdominal CT. In addition, the study explores associations between contrast and noncontrast-assessed SMA, SMI, SMD, and demographic factors. METHODS A comparative observational retrospective study was conducted on Danish patients who underwent consecutive 4-phased contrast-enhanced abdominal CT scans (noncontrast, arterial, venous, and late venous phases). Muscle measures were evaluated using validated semiautomated threshold-based software by 3 independent raters. RESULTS The study included 72 patients (51 males and 21 females) with a mean age of 59 (55 and 62) y. Weight-adjusted IVC increased SMA by ≤3.28 cm2 (95% confidence interval [CI]: 2.58, 3.98) corresponding to 2.4% (1.8, 2.9) in the late venous phase compared with noncontrast CT. Analysis between sexes showed no difference in the effects of IVC on SMA and SMI between females and males. However, females exhibited a higher increase in SMD during the venous by a mean of 1.7 HU (0.9; 2.5) and late venous phases with a mean HU of 1.80 (1.0; 2.6) compared with males. Multivariate regression analysis indicated an association between the differences in SMD and sex during venous (-1.38, 95% CI: -2.48, -0.48) and late venous phases (-1.23, 95% CI: -2.27, -0.19). CONCLUSIONS Weight-adjusted IVC leads to increased SMA, SMI, and SMD. Although SMA and SMI differences were consistent across the sexes, females exhibited a significantly higher SMD increase than males in the venous and late venous phases. Further investigations are necessary to determine the applicability of SMD as a muscle quality proxy in IVC CT scans.
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Affiliation(s)
- Mia Solholt Godthaab Brath
- Department of Respiratory Medicine, Aalborg University Hospital, Aalborg, Denmark; Research Unit of Respiratory Diseases, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark.
| | - Sebastian Villesen Kristensen
- Institute of Regional Health Research, Southern Danish University, Odense, Denmark; Department of Radiology, Lillebaelt Hospital, University Hospitals of Southern Denmark, Kolding, Denmark
| | - Marina Sahakyan
- Department of Radiology, Aalborg University Hospital, Aalborg, Denmark
| | - Esben Bolvig Mark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark; Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - Henrik Højgaard Rasmussen
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark; Danish Nutrition Science Center, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark; Center for Nutrition and Intestinal Failure, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark; The Dietitians and Nutritional Research Unit, EATEN, Copenhagen University Hospital-Herlev and Gentofte, Copenhagen, Denmark
| | - Lasse Riis Østergaard
- Medical Informatics Group, Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Jens Brøndum Frøkjær
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark; Department of Radiology, Aalborg University Hospital, Aalborg, Denmark
| | - Ulla Møller Weinreich
- Department of Respiratory Medicine, Aalborg University Hospital, Aalborg, Denmark; Research Unit of Respiratory Diseases, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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du Pisanie JL, Ramakrishnan V, Patel V, Commander C, Yu H. MRI paraspinous skeletal muscle enhancement: A potential imaging biomarker for assessing clinical liver cirrhosis severity. PLoS One 2024; 19:e0308520. [PMID: 39172893 PMCID: PMC11340957 DOI: 10.1371/journal.pone.0308520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 07/24/2024] [Indexed: 08/24/2024] Open
Abstract
PURPOSE To evaluate for correlation between MRI paraspinous muscle (PSM) enhancement and clinical measures of cirrhosis severity (CMCS) utilizing established imaging biomarkers of sarcopenia as comparison. MATERIALS AND METHODS Retrospective evaluation of 224 patients (mean age 59.6± 9.7 years, 135 males and 89 females) with liver cirrhosis who underwent contrast-enhanced MRI between August 2021 and August 2022 was performed. Assessed variables included: body mass index (BMI), varices and ascites present on imaging (VPI and API), albumin, total bilirubin (Tbili), international normalized ratio (INR), creatinine, MELD score, as well as history of paracentesis (PH), spontaneous bacterial peritonitis, and variceal bleed (VBH). These variables were compared to PSM skeletal muscle index (SMI), PSM signal fat fractions (sFF), and PSM contrast enhancement fraction (CEFR) calculated on arterial (CEFR-ART), portal venous (CEFR-PV), and delayed (CEFR-DEL) phases collected on MRI. RESULTS Patients with MELD>17, PH, and VPI had lower PSM CEFR-ART (0.06vs. 0.11, p = 0.01; 0.07vs. 0.11, p = 0.01; and 0.09vs. 0.13, p = 0.03, respectively). PSM CEFR-ART correlated negatively with MELD. Patients with MELD>17 and PH had lower PSM CEFR-PV (0.16vs. 0.23, p = 0.02; 0.18 vs. 0.23, p = 0.01, respectively). PSM CEFR-PV correlated positively with albumin and negatively with Tbili, INR, and MELD. PSM CEFR-DEL correlated negatively with Tbili and MELD. Patients with API, PH, and VBH had lower PSM SMI (4.68vs. 5.59, p<0.001; 4.37vs. 5.48, p<0.001; 4.78vs. 5.35, p = 0.04, respectively). PSM SMI correlated negatively with Tbili and positively with BMI. PSM sFF correlated positively with BMI, PSM CEFR-PV, and PSM CEFR-DEL. CONCLUSION PSM CEFR is significantly reduced on MRI in patients with clinical manifestations of severe liver cirrhosis. Further investigation into PSM CEFR's usefulness as an imaging biomarker for evaluating liver disease severity is warranted.
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Affiliation(s)
- Johannes L. du Pisanie
- Department of Radiology, Interventional Radiology, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Venkateswaran Ramakrishnan
- Department of Radiology, Interventional Radiology, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Vedang Patel
- Department of Radiology, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Clayton Commander
- Department of Radiology, Interventional Radiology, Baptist Health, Jacksonville, Florida, United States of America
| | - Hyeon Yu
- Department of Radiology, Interventional Radiology, University of North Carolina, Chapel Hill, North Carolina, United States of America
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Krombholz-Reindl P, Winkler A, Vötsch A, Hitzl W, Schernthaner C, Hecht S, Seitelberger R, Gottardi R. Thoracic sarcopenia measured by Hounsfield unit average calculation predicts morbidity and mortality in coronary artery bypass grafting. Eur J Cardiothorac Surg 2024; 66:ezae303. [PMID: 39120102 DOI: 10.1093/ejcts/ezae303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 07/26/2024] [Accepted: 08/07/2024] [Indexed: 08/10/2024] Open
Abstract
OBJECTIVES The aim of the study was to investigate the potential prognostic role of preoperative measurement of erector spinae myosteatosis with Hounsfield unit average calculation as a marker for sarcopenia and frailty in patients undergoing coronary bypass surgery. METHODS Preoperative computer tomography-derived measurements of 479 consecutive patients undergoing coronary bypass surgery between January 2017 and December 2019 were retrospectively performed. The erector spinae muscle at the level of the 12th vertebra was manually outlined bilaterally on the axial computer tomography slices and Hounsfield unit average calculation was performed. The lower quartile of muscle density values was defined as myosteatotic and thus sarcopenic. Sarcopenic (n = 121) versus non-sarcopenic patients (n = 358) were compared regarding postoperative morbidity and short- and long-term mortality. Results were adjusted for age, body mass index, atrial fibrillation and hypertension using inverse probability weighting. RESULTS Sarcopenia was associated with higher 30-day mortality (4.1% vs 0.8%; P = 0.012), mid-term mortality after 1 year (9.3% vs 3.1%; P = 0.047) and 2 years (10.8% vs 4.2%; P = 0.047). Long-term mortality (5 years) was 20.8% for sarcopenic and 13.0% for non-sarcopenic patients but was not found to be significantly different (P = 0.089). Sarcopenia was associated with higher rates of reintubation (7.5% vs 1.1%; P < 0.001), sternal wound infections (7.5% vs 2.8%; P = 0.039) and acute kidney injury requiring haemodialysis (2.5% vs 0.4%; P = 0.021). CONCLUSIONS In patients undergoing coronary bypass surgery, sarcopenia was associated with increased short-term mortality, mid-term mortality and morbidity. The measurement of erector spinae myosteatosis could be an easy and useful parameter in preoperative risk assessment.
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Affiliation(s)
- Philipp Krombholz-Reindl
- Department of Cardiovascular and Endovascular Surgery, Paracelsus Private Medical University Salzburg, Salzburg, Austria
| | - Andreas Winkler
- Department of Cardiovascular and Endovascular Surgery, Paracelsus Private Medical University Salzburg, Salzburg, Austria
| | - Andreas Vötsch
- Department of Cardiovascular and Endovascular Surgery, Paracelsus Private Medical University Salzburg, Salzburg, Austria
| | - Wolfgang Hitzl
- Research and Innovation Management (RIM), Team Biostatistics and Publication of Clinical Trial Studies/Machine Learning, Paracelsus Medical University Salzburg, Salzburg, Austria
- Department of Ophthalmology and Optometry, Paracelsus Medical University, Salzburg, Austria
- Research Program Experimental Ophthalmology and Glaucoma Research, Paracelsus Medical University Salzburg, Salzburg, Austria
| | | | - Stefan Hecht
- Department of Radiology, Paracelsus Private Medical University Salzburg, Salzburg, Austria
| | - Rainald Seitelberger
- Department of Cardiovascular and Endovascular Surgery, Paracelsus Private Medical University Salzburg, Salzburg, Austria
| | - Roman Gottardi
- Department of Cardiovascular Surgery, University Heart Center Freiburg-Bad Krozingen, Freiburg, Germany
- Faculty of Medicine, Albert Ludwigs University Freiburg, Freiburg, Germany
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Vaccarino R, Wachtmeister M, Karelis A, Marinko E, Sun J, Resch T, Sonesson B, Dias NV. The role of CT-assessed sarcopenia and visceral adipose tissue in predicting long-term survival in patients undergoing elective endovascular infrarenal aortic repair. Br J Radiol 2024; 97:1461-1466. [PMID: 38848475 PMCID: PMC11256935 DOI: 10.1093/bjr/tqae114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 05/22/2024] [Accepted: 05/31/2024] [Indexed: 06/09/2024] Open
Abstract
OBJECTIVES To evaluate if ileo-psoas muscle size and visceral adipose tissue (VAT) can predict long-term survival after endovascular aneurysm repair (EVAR). METHODS Patients who underwent EVAR between 2004 and 2012 in a single centre were included. Total psoas muscle area (TPA), abdominal VAT area, subcutaneous adipose tissue (SAT), and total adipose tissue were measured on the preoperative CT. Primary endpoint was all-cause mortality. Values are presented as median and interquartile range or absolute number and percentage. Cox regression analyses were performed to assess the associations with mortality. RESULTS Two hundred and eighty-four patients could be included in the study. During a median follow-up of 8 (4-11) years, 223 (79.9%) patients died. Age (P ≤ .001), cardiovascular (P = .041), cerebrovascular (P = .009), renal diseases (P = .002), and chronic obstructive pulmonary disease (P ≤ .001) were independently associated with mortality. TPA was associated with mortality in a univariate (P = .040), but not in a multivariate regression model (P = .764). No significant association was found between mortality and TPA index (P = .103) or any of the adiposity measurements with the exception of SAT (P = .040). However, SAT area loss in a multivariate analysis (P = .875). CONCLUSIONS Assessment of core muscle size and VAT did not contribute to improving the prediction of long-term survival after EVAR. ADVANCES IN KNOWLEDGE The finding of this study contradicts the previously claimed utility of core muscle size and VAT in predicting long-term survival after EVAR.
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Affiliation(s)
- Roberta Vaccarino
- Department of Clinical Sciences Malmö, Lund University, Malmö 21428, Sweden
| | | | - Angelos Karelis
- Department of Clinical Sciences Malmö, Lund University, Malmö 21428, Sweden
- Department of Thoracic Surgery and Vascular Diseases, Vascular Center, Skane University Hospital, Malmö 21428, Sweden
| | - Elisabet Marinko
- Department of Clinical Sciences Malmö, Lund University, Malmö 21428, Sweden
| | - Jianming Sun
- Department of Clinical Sciences Malmö, Lund University, Malmö 21428, Sweden
| | - Timothy Resch
- Department of Clinical Sciences Malmö, Lund University, Malmö 21428, Sweden
- Department of Vascular Surgery, Rigshospitalet, Copenhagen 2100, Denmark
- Department of Health and Medical Sciences, University of Copenhagen, Copenhagen 2100, Denmark
| | - Björn Sonesson
- Department of Clinical Sciences Malmö, Lund University, Malmö 21428, Sweden
- Department of Thoracic Surgery and Vascular Diseases, Vascular Center, Skane University Hospital, Malmö 21428, Sweden
| | - Nuno V Dias
- Department of Clinical Sciences Malmö, Lund University, Malmö 21428, Sweden
- Department of Thoracic Surgery and Vascular Diseases, Vascular Center, Skane University Hospital, Malmö 21428, Sweden
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Li D, Lu X, Gong Z, Liu S, Xu G, Wang H, Lu F, Xia X, Jiang J, Zhang X, Zou F, Ma X. Evaluation of the modified MRI vertebral bone quality score for bone quality in lumbar degenerative disorders. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2024; 33:3230-3241. [PMID: 38602526 DOI: 10.1007/s00586-024-08228-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 12/12/2023] [Accepted: 03/11/2024] [Indexed: 04/12/2024]
Abstract
OBJECTIVE The traditional VBQ scoring method may lead to overestimation due to the concentration of intravertebral fat and vascular structures in the posterior half of vertebral bodies, potentially resulting in false-positive outcomes. This study aims to modify the measurement method of VBQ score (Modified-VBQ) and evaluate its effectiveness in evaluating bone quality of lumbar degenerative diseases. METHODS Retrospective analysis was conducted on clinical data from patients undergoing lumbar surgery for degenerative diseases between September 2022 and September 2023. Preoperative lumbar t1-weighted Magnetic resonance imaging was used for both modified and traditional VBQ scoring. Computed tomography (CT) images and dual-energy X-ray absorptiometry (DEXA) data were collected through the picture archiving and communication system. The effectiveness of the modified VBQ score was evaluated, considering P < 0.05 as statistically significant. RESULTS The study included 212 patients, revealing a significant difference between the modified VBQ and VBQ scores (P < 0.0001). Notably, patients with a history of hyperlipidemia exhibited a significant difference between the two scores (P = 0.0037). The area under the ROC curve (AUC) for the modified VBQ was 0.86, surpassing the VBQ score (AUC = 0.74). Linear regression analysis demonstrated a moderate to strong correlation between the modified VBQ and DEXA T-score (r = - 0.49, P < 0.0001) and a high correlation with CT Hounsfield units (HU) values (r = - 0.60, P < 0.0001). CONCLUSION The modified VBQ score provides a simple, effective, and relatively accurate means of assessing bone quality in lumbar degenerative diseases. Preoperative implementation of the modified VBQ score facilitates rapid screening for patients with abnormal bone quality.
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Affiliation(s)
- Dachuan Li
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Xiao Lu
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Zhaoyang Gong
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Siyang Liu
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Guangyu Xu
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China.
| | - Hongli Wang
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Feizhou Lu
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Xinlei Xia
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Jianyuan Jiang
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China
| | - Xuesen Zhang
- Department of Orthopedics, Wuzhong People's Hospital, 143 Xinmin Road, Litong District, Wuzhong, 751100, Ningxia, China
| | - Fei Zou
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China.
| | - Xiaosheng Ma
- Department of Orthopedics, Huashan Hospital, Fudan University, No. 12, Middle Urumqi Road, Jing'an District, Shanghai, 200040, China.
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Ahn TR, Yoon YC, Kim HS, Kim K, Lee JH. Correlation of body composition metrics with bone mineral density and computed tomography-based trabecular attenuation. Eur J Radiol 2024; 171:111323. [PMID: 38241852 DOI: 10.1016/j.ejrad.2024.111323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 12/08/2023] [Accepted: 01/12/2024] [Indexed: 01/21/2024]
Abstract
PURPOSE To investigate the relationship of body composition metrics with bone mineral density (BMD) and trabecular attenuation in a cohort of healthy individuals. METHODS We retrospectively analyzed data of consecutively evaluated individuals who underwent dual-energy X-ray absorptiometry (DXA) and abdominopelvic computed tomography (CT) on the same day during routine medical check-ups between January 2021 and December 2021. Trabecular attenuation was measured at L1 level, while body composition metrics, including skeletal muscle index (SMI), skeletal muscle attenuation (SMA), visceral fat index (VFI), and subcutaneous fat index (SFI), were measured at L3 level. The association of body composition metrics with BMD and trabecular attenuation was analyzed using partial correlation analysis. RESULTS A total of 634 patients (median age, 56 years; range 50-62 years; 392 men) were included. In men, the SMI and SMA were positively correlated with BMD and trabecular attenuation, both before (r, 0.157-0.344; p < 0.05) and after (r, 0.103-0.246; p < 0.05) adjusting for age and body mass index. The VFI showed negative correlations with trabecular attenuation in both men (r, -0.170; p = 0.001) and women (r, -0.394; p < 0.001), which remained significant after adjusting for age and body mass index (r, -0.181 to -0.122; p < 0.05). CONCLUSION Low skeletal muscle mass and attenuation were significantly correlated with low BMD and trabecular attenuation in men. Visceral adiposity was associated with reduced BMD and trabecular attenuation in both men and women, demonstrating a stronger correlation with trabecular attenuation.
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Affiliation(s)
- Tae Ran Ahn
- Department of Radiology, Gil Medical Center, Gachon University School of Medicine, Incheon, Republic of Korea
| | - Young Cheol Yoon
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Hyun Su Kim
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Kyunga Kim
- Biomedical Statistics Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Republic of Korea
| | - Ji Hyun Lee
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
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Lortie J, Rush B, Gage G, Dhingra R, Hetzel S, Pickhardt PJ, Szczykutowicz TP, Kuchnia AJ. Correcting Posterior Paraspinal Muscle Computed Tomography Density for Intravenous Contrast Material Independent of Sex and Vascular Phase. J Thorac Imaging 2023; 38:00005382-990000000-00095. [PMID: 37732694 PMCID: PMC10950837 DOI: 10.1097/rti.0000000000000743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
PURPOSE Intravenous contrast poses challenges to computed tomography (CT) muscle density analysis. We developed and tested corrections for contrast-enhanced CT muscle density to improve muscle analysis and the utility of CT scans for the assessment of myosteatosis. MATERIALS AND METHODS Using retrospective images from 240 adults who received routine abdominal CT imaging from March to November 2020 with weight-based iodine contrast, we obtained paraspinal muscle density measurements from noncontrast (NC), arterial, and venous-phase images. We used a calibration sample to develop 9 different mean and regression-based corrections for the effect of contrast. We applied the corrections in a validation sample and conducted equivalence testing. RESULTS We evaluated 140 patients (mean age 52.0 y [SD: 18.3]; 60% female) in the calibration sample and 100 patients (mean age 54.8 y [SD: 18.9]; 60% female) in the validation sample. Contrast-enhanced muscle density was higher than NC by 8.6 HU (SD: 6.2) for the arterial phase (female, 10.4 HU [SD: 5.7]; male, 6.0 HU [SD:6.0]) and by 6.4 HU [SD:8.1] for the venous phase (female, 8.0 HU [SD: 8.6]; male, 4.0 HU [SD: 6.6]). Corrected contrast-enhanced and NC muscle density was equivalent within 3 HU for all correctionns. The -7.5 HU correction, independent of sex and phase, performed well for arterial (95% CI: -0.18, 1.80 HU) and venous-phase data (95% CI: -0.88, 1.41 HU). CONCLUSIONS Our validated correction factor of -7.5 HU renders contrast-enhanced muscle density statistically similar to NC density and is a feasible rule-of-thumb for clinicians to implement.
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Affiliation(s)
- Jevin Lortie
- Department of Nutritional Sciences, University of Wisconsin-Madison, Madison, WI
| | - Benjamin Rush
- Department of Nutritional Sciences, University of Wisconsin-Madison, Madison, WI
| | - Grace Gage
- Department of Nutritional Sciences, University of Wisconsin-Madison, Madison, WI
| | - Ravi Dhingra
- Department of Medicine, Cardiovascular Division, University of Wisconsin-Madison, Madison, WI
| | - Scott Hetzel
- Institute for Clinical and Translational Research, University of Wisconsin-Madison, Madison, WI
| | | | - Timothy P. Szczykutowicz
- Department of Radiology, University of Wisconsin-Madison, Madison, WI
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI
| | - Adam J. Kuchnia
- Department of Nutritional Sciences, University of Wisconsin-Madison, Madison, WI
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12
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Vasilevska Nikodinovska V, Ivanoski S. Sarcopenia, More Than Just Muscle Atrophy: Imaging Methods for the Assessment of Muscle Quantity and Quality. ROFO-FORTSCHR RONTG 2023; 195:777-789. [PMID: 37160148 DOI: 10.1055/a-2057-0205] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
BACKGROUND Sarcopenia, a progressive reduction of muscle mass and function, is associated with adverse outcomes in the elderly. Sarcopenia and muscle atrophy are not equal processes. Low muscle strength in association with muscle quantity/quality reduction is currently the optimal method for assessing sarcopenia. There is a practical need for indirect measurement of muscle strength using state-of-the-art imaging techniques. METHODS The following provides a narrative, broad review of all current imaging techniques for evaluating muscles and identifying sarcopenia, including DEXA, CT, MRI, and high-resolution ultrasound, their main strengths, weaknesses, and possible solutions to problems regarding each technique. RESULTS AND CONCLUSION Well-recognized imaging methods for the assessment of muscle mass are explained, including evaluation with DEXA, CT, and MRI muscle quantity assessment, ultrasound evaluation of muscle thickness and CSA, and their correlations with established muscle mass calculation methods. A special focus is on imaging methods for muscle quality evaluation. Several innovative and promising techniques that are still in the research phase but show potential in the assessment of different properties of muscle quality, including MRI DIXON sequences, MRI spectroscopy, Diffusion Tensor Imaging, ultrasound echo intensity, ultrasound elastography, and speed-of-sound ultrasound imaging are briefly mentioned. KEY POINTS · Sarcopenia definition includes low muscle strength and low muscle quantity/quality.. · DEXA is a low-radiation method for whole-body composition measurement in a single image.. · CT has established cut-off values for muscle quality/quantity evaluation and sarcopenia diagnosis.. · MRI is the most sophisticated muscle quality assessment method capable of evaluating myosteatosis, myofibrosis, and microstructure.. · Ultrasound can evaluate muscle quality, including tissue architecture, and elasticity with excellent spatial resolution.. CITATION FORMAT · Vasilevska Nikodinovska V, Ivanoski S, . Sarcopenia, More Than Just Muscle Atrophy: Imaging Methods for the Assessment of Muscle Quantity and Quality. Fortschr Röntgenstr 2023; 195: 777 - 789.
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Affiliation(s)
| | - Slavcho Ivanoski
- Diagnostic Radiology, St. Erasmo Hospital, Ohrid, North Macedonia
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13
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Bott KN, Matheson BE, Smith ACJ, Tse JJ, Boyd SK, Manske SL. Addressing Challenges of Opportunistic Computed Tomography Bone Mineral Density Analysis. Diagnostics (Basel) 2023; 13:2572. [PMID: 37568935 PMCID: PMC10416827 DOI: 10.3390/diagnostics13152572] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 07/20/2023] [Accepted: 07/31/2023] [Indexed: 08/13/2023] Open
Abstract
Computed tomography (CT) offers advanced biomedical imaging of the body and is broadly utilized for clinical diagnosis. Traditionally, clinical CT scans have not been used for volumetric bone mineral density (vBMD) assessment; however, computational advances can now leverage clinically obtained CT data for the secondary analysis of bone, known as opportunistic CT analysis. Initial applications focused on using clinically acquired CT scans for secondary osteoporosis screening, but opportunistic CT analysis can also be applied to answer research questions related to vBMD changes in response to various disease states. There are several considerations for opportunistic CT analysis, including scan acquisition, contrast enhancement, the internal calibration technique, and bone segmentation, but there remains no consensus on applying these methods. These factors may influence vBMD measures and therefore the robustness of the opportunistic CT analysis. Further research and standardization efforts are needed to establish a consensus and optimize the application of opportunistic CT analysis for accurate and reliable assessment of vBMD in clinical and research settings. This review summarizes the current state of opportunistic CT analysis, highlighting its potential and addressing the associated challenges.
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Affiliation(s)
- Kirsten N. Bott
- Department of Radiology, University of Calgary, Calgary, AB T2N 1N4, Canada; (K.N.B.); (S.K.B.)
- McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, AB T2N 4Z6, Canada
| | - Bryn E. Matheson
- McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, AB T2N 4Z6, Canada
- Department of Biomedical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Ainsley C. J. Smith
- Department of Radiology, University of Calgary, Calgary, AB T2N 1N4, Canada; (K.N.B.); (S.K.B.)
- McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, AB T2N 4Z6, Canada
- Department of Biomedical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Justin J. Tse
- Department of Radiology, University of Calgary, Calgary, AB T2N 1N4, Canada; (K.N.B.); (S.K.B.)
- McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, AB T2N 4Z6, Canada
| | - Steven K. Boyd
- Department of Radiology, University of Calgary, Calgary, AB T2N 1N4, Canada; (K.N.B.); (S.K.B.)
- McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, AB T2N 4Z6, Canada
| | - Sarah L. Manske
- Department of Radiology, University of Calgary, Calgary, AB T2N 1N4, Canada; (K.N.B.); (S.K.B.)
- McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, AB T2N 4Z6, Canada
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Janiszewski R, Law N, Walters R, DenOtter T. Diagnosing sarcopenia with semi-automated skeletal muscle computed tomography cutoff values and the association of these muscle metrics with long-term physical exercise. RESEARCH IN DIAGNOSTIC AND INTERVENTIONAL IMAGING 2023; 6:100026. [PMID: 39077548 PMCID: PMC11265184 DOI: 10.1016/j.redii.2023.100026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 03/13/2023] [Indexed: 07/31/2024]
Affiliation(s)
- Robert Janiszewski
- Creighton University School of Medicine, 2500 California Plaza, Omaha, NE 68178, 68124, USA
| | - Nathan Law
- Creighton University School of Medicine, 2500 California Plaza, Omaha, NE 68178, 68124, USA
| | - Ryan Walters
- Creighton University School of Medicine, Department of Clinical Research and Public Health, 2500 California Plaza, Omaha, NE 68178, USA
| | - Tami DenOtter
- Creighton University School of Medicine, Department of Radiology, 7500 Mercy Rd, Omaha, NE 68124, USA
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15
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The effect of contrast media on CT measures of bone mineral density: a systematic review. Skeletal Radiol 2023; 52:687-694. [PMID: 36329255 DOI: 10.1007/s00256-022-04222-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 10/24/2022] [Accepted: 10/24/2022] [Indexed: 11/05/2022]
Abstract
OBJECTIVE The aim was to systematically assess the literature on possible effect of administration of iodinated contrast media on CT-estimated bone mineral density (BMD). MATERIALS AND METHODS The Web of Science and PubMed databases were searched. Studies that used both CT principles of BMD measurement (volumetric quantitative BMD and CT attenuation in Hounsfield Units) were included. The baseline patient data, skeletal site, contrast medium data (if reported), and change in BMD on contrast-enhanced CT scans were collected. RESULTS Sixteen studies met our review criteria, the majority of which was performed on lumbar spine, and the others on proximal femur. Almost all studies reported a significant increase in BMD values on the contrast-enhanced CT scans, ranging from 0.8 to 30.3%. The increase was most frequently reported to be about 10 to 15% for the spine and 5 to 10% for the femur. In addition to the difference in skeletal site, some authors found the contrast effect was age-, sex-, and contrast dose-dependent. BMD values in arterial phase were generally somewhat lower than in venous phase, and the effect of contrast in venous phase was more predictable. CONCLUSION The review revealed significant changes in BMD values between unenhanced and contrast-enhanced CT. The change was more pronounced in lumbar spine than in proximal femur and appeared to depend on age, sex, contrast dose, and postcontrast imaging protocol. The review suggests the understanding of all mentioned factors during the interpretation of BMD measured on contrast-enhanced CT.
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Nasirishargh A, Grova M, Bateni CP, Judge SJ, Nuno MA, Basmaci UN, Canter RJ, Bateni SB. Sarcopenia and frailty as predictors of surgical morbidity and oncologic outcomes in retroperitoneal sarcoma. J Surg Oncol 2023; 127:855-861. [PMID: 36621854 DOI: 10.1002/jso.27199] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 12/30/2022] [Indexed: 01/10/2023]
Abstract
BACKGROUND Retroperitoneal sarcomas (RPS) are rare tumors for which surgical resection is the principal treatment. There is no established model to predict perioperative risks for RPS. We evaluated the association between preoperative sarcopenia, frailty, and hypoalbuminemia with surgical and oncological outcomes. METHODS We performed a prospective cohort analysis of 65 RPS patients who underwent surgical resection. Sarcopenia was defined as Total Psoas Area Index ≤ 1st quintile by sex. Frailty was estimated using the modified frailty index (mFI). Logistic regression models were used to assess predictors of 30-day postoperative morbidity. The Kaplan-Meier method with log-rank test was utilized to assess factors associated with overall (OS) and recurrence-free survival (RFS). RESULT Sarcopenia was associated with worse OS with a median of 54 compared with 158 months (p = 0.04), but no differences in RFS (p > 0.05). Hypoalbuminemia was associated with worse OS with a median of 72 compared with 158 months (p < 0.01). MFI scores were not associated with OS or RFS (p > 0.05). Sarcopenia, mFI, and hypoalbuminemia were not associated with postoperative morbidity (p > 0.05). CONCLUSION This study suggests that sarcopenia may be utilized as a measure of overall fitness, rather than a cancer-specific risk, and the mFI is a poor predictive measure of outcomes in RPS.
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Affiliation(s)
- Aida Nasirishargh
- Department of Surgery, University of California Davis Medical Center, Sacramento, California, USA
| | - Monica Grova
- Department of Surgery, University of California Davis Medical Center, Sacramento, California, USA
| | - Cyrus P Bateni
- Department of Radiology, University of California Davis Medical Center, Sacramento, California, USA
| | - Sean J Judge
- Department of Surgery, University of California Davis Medical Center, Sacramento, California, USA
| | - Miriam A Nuno
- Department of Surgery, University of California Davis Medical Center, Sacramento, California, USA
| | - Ugur Nur Basmaci
- Department of Surgery, University of California Davis Medical Center, Sacramento, California, USA
| | - Robert J Canter
- Department of Surgery, University of California Davis Medical Center, Sacramento, California, USA
| | - Sarah B Bateni
- Department of Surgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
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Chaigneau T, Morello R, Vannier E, Musikas M, Piquet MA, Dupont B. Impact of sarcopenic obesity on predicting the severity of acute pancreatitis. Dig Liver Dis 2023:S1590-8658(23)00217-7. [PMID: 36849286 DOI: 10.1016/j.dld.2023.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 02/04/2023] [Accepted: 02/09/2023] [Indexed: 03/01/2023]
Abstract
BACKGROUND AND AIMS This work aimed to evaluate the impact of sarcopenia and sarcopenic obesity on the occurrence of severe pancreatitis and to study the performance of anthropometric indices to predict severe forms. METHODS We conducted a single-center retrospective study at Caen University Hospital between 2014 and 2017. Sarcopenia was assessed by measuring the psoas area on an abdominal scan. The psoas area /body mass index ratio reflected sarcopenic obesity. By normalizing the value to the body surface, we obtained an index called sarcopancreatic index, avoiding sex differences in measurements. RESULTS Among 467 included patients, 65 (13.9%) developed severe pancreatitis. The sarcopancreatic index was independently associated with the occurrence of severe pancreatitis (1.455 95% CI [1.028-2.061]; p = 0.035), as was the Visual Analog Scale, creatinine or albumin. The complication rate was not different depending on sarcopancreatic index value. Based on variables independently associated with the occurrence of severe pancreatitis, we constructed a score called Sarcopenia Severity Index. This score presented an area under the receiver operating characteristics curve of 0.84, comparable to the Ranson score (0.87) and superior to body mass index or the sarcopancreatic index to predict a severe form of acute pancreatitis. CONCLUSIONS Sarcopenic obesity seems to be associated with severe acute pancreatitis.
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Affiliation(s)
- Thomas Chaigneau
- Département d'Hepato-Gastroenterologie et Nutrition, Normandie Univ, UNICAEN, CHU de Caen Normandie, Avenue Côte de Nacre, 14033 CAEN, France
| | - Remy Morello
- Plateforme de Méthodologie, Normandie Univ, UNICAEN, CHU de Caen Normandie, 14000 CAEN, France
| | - Elise Vannier
- Département d'Hepato-Gastroenterologie et Nutrition, Normandie Univ, UNICAEN, CHU de Caen Normandie, Avenue Côte de Nacre, 14033 CAEN, France
| | - Marietta Musikas
- Département d'Hepato-Gastroenterologie et Nutrition, Normandie Univ, UNICAEN, CHU de Caen Normandie, Avenue Côte de Nacre, 14033 CAEN, France
| | - Marie-Astrid Piquet
- Département d'Hepato-Gastroenterologie et Nutrition, Normandie Univ, UNICAEN, CHU de Caen Normandie, Avenue Côte de Nacre, 14033 CAEN, France
| | - Benoît Dupont
- Département d'Hepato-Gastroenterologie et Nutrition, Normandie Univ, UNICAEN, CHU de Caen Normandie, Avenue Côte de Nacre, 14033 CAEN, France.
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Kutleša Z, Ordulj I, Perić I, Jerković K, Poljak D, Gavrilović V, Čapkun V, Devčić Š, Budimir Mršić D. Opportunistic measures of bone mineral density at multiple skeletal sites during whole-body CT in polytrauma patients. Osteoporos Int 2023; 34:775-782. [PMID: 36799980 DOI: 10.1007/s00198-023-06699-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 02/08/2023] [Indexed: 02/18/2023]
Abstract
UNLABELLED Whole-body CT in polytrauma patients revealed bone mineral density variations throughout the skeleton. Bone density was the highest in cranial bones and the lowest in proximal extremities and pelvis. Skeletal age-related changes were generally more pronounced than sex-related changes. Cranial bones did not follow the same aging pattern compared to other bones. INTRODUCTION Whole-body CT (WBCT) in polytrauma patients enables the detection of numerous incidental findings, such as estimates of bone mineral density (BMD) at multiple skeletal sites. This could help in better understanding of age- and sex-related changes in BMD through skeleton. METHODS Data were retrospectively retrieved from the WBCTs requested during a 2-year period. BMD, expressed in CT Hounsfield units (HU), was measured at frontal and occipital bone, four vertebrae (C4, Th7, L4, and S2), iliac bone, and proximal humerus and femur. Measurements were done on native and postcontrast scans. The population sample was age-, sex-, and visceral fat volume adjusted for analysis. RESULTS A total of 296 patients were included, with a median age of 51 years. BMD varied from the highest HU in cranial bones (629 HU) to the lowest HU in the pelvic bones (114 HU), P < 0.001. Sex differences were independent predictors of BMD in cranial bones and proximal humerus. The age-related decline in BMD was significant in all other bones, but the association with age differed among the measurement's sites. Visceral fat showed the strongest correlation with the lumbar spine and iliac wing, although multivariate analysis revealed it was not an independent predictor of bone density, such as age and sex. CONCLUSIONS BMD varies through skeleton, being the highest in the proximal axial skeleton. Age-related changes in BMD are significant and more pronounced than sex-related changes in almost all bones. Cranial bones do not follow the same pattern compared to other bones.
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Affiliation(s)
- Zvonimir Kutleša
- Department of Orthopaedics and Traumatology, Split-Dalmatia County Health Center, Kavanjinova 2, 21000, Split, Croatia
| | - Ivan Ordulj
- Clinical Department of Diagnostic and Interventional Radiology, University Hospital Split, Spinčičeva 1, Šoltanska 2, 21000, Split, Croatia
| | - Iva Perić
- Clinical Department of Diagnostic and Interventional Radiology, University Hospital Split, Spinčičeva 1, Šoltanska 2, 21000, Split, Croatia
| | - Kristian Jerković
- Clinical Department of Diagnostic and Interventional Radiology, University Hospital Split, Spinčičeva 1, Šoltanska 2, 21000, Split, Croatia
| | - Dino Poljak
- Department of Orthopaedics and Traumatology, University Hospital Split, Šoltanska 2, 21000, Split, Croatia
| | - Vlado Gavrilović
- Department of Orthopaedics and Traumatology, University Hospital Split, Šoltanska 2, 21000, Split, Croatia
| | - Vesna Čapkun
- Department of Anatomy, Histology and Embryology, University of Split School of Medicine, Šoltanska 2, 21000, Split, Croatia
| | - Šime Devčić
- Department of Orthopaedics and Traumatology, University Hospital Split, Šoltanska 2, 21000, Split, Croatia
| | - Danijela Budimir Mršić
- Clinical Department of Diagnostic and Interventional Radiology, University Hospital Split, Spinčičeva 1, Šoltanska 2, 21000, Split, Croatia.
- School of Medicine, University of Split, Šoltanska 2, 21000, Split, Croatia.
- University Department of Health Studies, University of Split, Ruđera Boškovića 35, 21000, Split, Croatia.
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Psoas attenuation and cross-sectional area improve performance of traditional sarcopenia measurements in predicting one-year mortality among elderly patients undergoing emergency abdominal surgery: a pilot study of five computed tomography techniques. Abdom Radiol (NY) 2023; 48:796-805. [PMID: 36383241 DOI: 10.1007/s00261-022-03652-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 08/06/2022] [Accepted: 08/09/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND Risk stratification is challenging in the growing population of geriatric patients requiring emergency surgery. Sarcopenia, which assesses muscle bulk, is a surrogate for frailty and predicts 1-year mortality, but does not incorporate potentially valuable additional information about muscle quality. OBJECTIVE To describe five different CT methods of measuring sarcopenia and muscle quality and to determine which method has the greatest sensitivity for predicting 1-year mortality following emergency abdominal surgery in elderly patients. METHODS This retrospective study includes 297 patients 70 years and older who underwent "urgent" or "emergent" laparotomy or laparoscopy for acute abdominal disease between 2006 and 2011 at a single quaternary academic medical center. All patients received a CT abdomen and pelvis with intravenous contrast within 1 month of surgery. Five different methods were applied to the psoas muscles on CT: method 1 (total psoas index TPI, which is total psoas area TPA normalized by height), method 2 ("pseudoarea" = anterior-posterior × transverse dimensions), method 3 (average HU), method 4 (TPA × HU), and method 5 ("pseudoarea" × HU). RESULTS For all five CT measures, mortality was greatest for the lowest quartile by univariate and adjusted Cox proportional hazard analyses at all time points up to 1-year. The C-statistic was highest for Method 4, using a composite index of TPA and Hounsfield Units, indicating the greatest predictive ability to estimate mortality at all time points. CONCLUSION Muscle quality and muscle size can be used in tandem to refine risk assessment of older patients undergoing emergency abdominal surgery. Routine calculation of the composite score of psoas cross-sectional area and HU in the emergency room setting may provide surgeons and patients valuable insight on the risk of 1-year mortality to guide preoperative decision-making and counseling. CLINICAL IMPACT Muscle quality and size, both strong independent predictors of surgical outcomes in older patients undergoing emergency abdominal surgery, may be used in tandem to refine risk assessment. A composite score of psoas muscle cross-sectional area and Hounsfield units on CT may provide insight on 1-year mortality in this patient population.
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Buğdaycı O, Eker N. The impact of sarcopenia and sarcopenic obesity on survival in children with Ewing sarcoma and osteosarcoma. Pediatr Radiol 2023; 53:854-861. [PMID: 36600101 PMCID: PMC9812535 DOI: 10.1007/s00247-022-05583-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 12/10/2022] [Accepted: 12/23/2022] [Indexed: 01/06/2023]
Abstract
BACKGROUND Sarcopenia is an indicator of negative outcomes in many diseases in adults. Reports indicate this might also be true in children. OBJECTIVE To evaluate the effect of sarcopenia and sarcopenic obesity on event-free survival (EFS) and overall survival (OS) in children with Ewing sarcoma and osteosarcoma. MATERIALS AND METHODS We retrospectively measured total muscle areas of the pectoralis, paraspinal (T12 level) and psoas (L4 level) muscles and total abdominal muscle area (L3 level) on computed tomography images in 60 children diagnosed with either Ewing sarcoma (n = 34) or osteosarcoma (n = 26). Skeletal muscle indices (SMI) were calculated by normalizing muscle area to patient height. Vertebral morphologic parameters of T12 and L4 vertebrae were measured and correlated to patient height to use as a substitute in cases of missing height data (SMIT12 and SMIL4). We calculated sarcopenic obesity index by dividing SMI by body mass index. We subdivided children into two groups according to the median value of each parameter and assessed the differences in survival between the groups. RESULTS No skeletal muscle index or sarcopenic obesity index parameter significantly affected event-free or overall survival in the total group analysis. In the non-metastatic group, higher values of SMI-paraspinal and SMIT12-psoas were correlated with longer event-free survival and no patient died in this group. Boys and children in the metastatic group with higher SMIT12-paraspinal values had significantly longer event-free survival and both event-free and overall survival, respectively. CONCLUSION Although some parameters were correlated with event-free and overall survival, neither sarcopenia nor sarcopenic obesity were reliably associated with survival in children with Ewing sarcoma or osteosarcoma.
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Affiliation(s)
- Onur Buğdaycı
- Department of Radiology, Marmara University School of Medicine, Fevzi Çakmak Mah. Muhsin Yazıcıoğlu Cad., No: 10 Üst Kaynarca, Pendik, Istanbul, Turkey.
| | - Nurşah Eker
- grid.16477.330000 0001 0668 8422Department of Pediatric Hematology and Oncology, Marmara University, School of Medicine, Istanbul, Turkey
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Lortie J, Gage G, Rush B, Heymsfield SB, Szczykutowicz TP, Kuchnia AJ. The effect of computed tomography parameters on sarcopenia and myosteatosis assessment: a scoping review. J Cachexia Sarcopenia Muscle 2022; 13:2807-2819. [PMID: 36065509 PMCID: PMC9745495 DOI: 10.1002/jcsm.13068] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 06/21/2022] [Accepted: 07/20/2022] [Indexed: 12/15/2022] Open
Abstract
Computed tomography (CT) is a valuable assessment method for muscle pathologies such as sarcopenia, cachexia, and myosteatosis. However, several key underappreciated scan imaging parameters need consideration for both research and clinical use, specifically CT kilovoltage and the use of contrast material. We conducted a scoping review to assess these effects on CT muscle measures. We reviewed articles from PubMed, Scopus, and Web of Science from 1970 to 2020 on the effect of intravenous contrast material and variation in CT kilovoltage on muscle mass and density. We identified 971 articles on contrast and 277 articles on kilovoltage. The number of articles that met inclusion criteria for contrast and kilovoltage was 11 and 7, respectively. Ten studies evaluated the effect of contrast on muscle density of which nine found that contrast significantly increases CT muscle density (arterial phase 6-23% increase, venous phase 19-57% increase, and delayed phase 23-43% increase). Seven out of 10 studies evaluating the effect of contrast on muscle area found significant increases in area due to contrast (≤2.58%). Six studies evaluating kilovoltage on muscle density found that lower kilovoltage resulted in a higher muscle density (14-40% increase). One study reported a significant decrease in muscle area when reducing kilovoltage (2.9%). The use of contrast and kilovoltage variations can have dramatic effects on skeletal muscle analysis and should be considered and reported in CT muscle analysis research. These significant factors in CT skeletal muscle analysis can alter clinical and research outcomes and are therefore a barrier to clinical application unless better appreciated.
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Affiliation(s)
- Jevin Lortie
- Department of Nutritional SciencesUniversity of Wisconsin–MadisonMadisonWIUSA
| | - Grace Gage
- Department of Nutritional SciencesUniversity of Wisconsin–MadisonMadisonWIUSA
| | - Benjamin Rush
- Department of Nutritional SciencesUniversity of Wisconsin–MadisonMadisonWIUSA
| | - Steven B. Heymsfield
- Pennington Biomedical Research CenterLouisiana State University SystemBaton RougeLAUSA
| | | | - Adam J. Kuchnia
- Department of Nutritional SciencesUniversity of Wisconsin–MadisonMadisonWIUSA
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22
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Faccioli E, Terzi S, Giraudo C, Zuin A, Modugno A, Labella F, Zambello G, Lorenzoni G, Schiavon M, Gregori D, Pasello G, Calabrese F, Dell’Amore A, Rea F. Sarcopenia as a Predictor of Short- and Long-Term Outcomes in Patients Surgically Treated for Malignant Pleural Mesothelioma. Cancers (Basel) 2022; 14:cancers14153699. [PMID: 35954361 PMCID: PMC9367512 DOI: 10.3390/cancers14153699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 07/17/2022] [Accepted: 07/26/2022] [Indexed: 02/05/2023] Open
Abstract
Simple Summary Malignant pleural mesothelioma (MPM) is an aggressive asbestos-related tumor with a poor prognosis. Surgery, often considered in the context of multimodality treatment, may be burdened by high morbidity, and for this reason, it should be reserved for patients who have a good pre-operative performance status. Sarcopenia, a well-established predictor of negative outcomes in several clinical settings, is still underinvestigated in MPM. The aim of the study is to elucidate the prognostic impact of muscular loss on surgical outcomes in patients with MPM. We demonstrated that, respectively, pre- and post-operative sarcopenia strongly affects the risk of post-operative complications and long-term survival after surgery for MPM. This finding will help clinicians to perform a better selection of patients, taking into consideration the enrollment in dedicated rehabilitation programs before surgery. Abstract Surgery for malignant pleural mesothelioma (MPM) should be reserved only for patients who have a good performance status. Sarcopenia, a well-known predictor of poor outcomes after surgery, is still underinvestigated in MPM. The aim of this study is to evaluate the role of sarcopenia as a predictor of short-and long-term outcomes in patients surgically treated for MPM. In our analysis, we included patients treated with a cytoreductive intent in a multimodality setting, with both pre- and post-operative CT scans without contrast available. We excluded those in whom a complete macroscopic resection was not achieved. Overall, 86 patients were enrolled. Sarcopenia was assessed by measuring the mean muscular density of the bilateral paravertebral muscles (T12 level) on pre-and post-operative CTs; a threshold value of 30 Hounsfield Units (HU) was identified. Sarcopenia was found pre-operatively in 57 (66%) patients and post-operatively in 61 (74%). Post-operative sarcopenic patients had a lower 3-year overall survival (OS) than those who were non-sarcopenic (34.9% vs. 57.6% p = 0.03). Pre-operative sarcopenia was significantly associated with a higher frequency of post-operative complications (65% vs. 41%, p = 0.04). The evaluation of sarcopenia, through a non-invasive method, would help to better select patients submitted to surgery for MPM in a multimodality setting.
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Affiliation(s)
- Eleonora Faccioli
- Thoracic Surgery Unit, Department of Cardiac, Thoracic Vascular Sciences and Public Health, University Hospital of Padova, 35128 Padova, Italy; (S.T.); (A.Z.); (G.Z.); (M.S.); (A.D.); (F.R.)
- Correspondence: ; Tel.: +39-049-8212242
| | - Stefano Terzi
- Thoracic Surgery Unit, Department of Cardiac, Thoracic Vascular Sciences and Public Health, University Hospital of Padova, 35128 Padova, Italy; (S.T.); (A.Z.); (G.Z.); (M.S.); (A.D.); (F.R.)
| | - Chiara Giraudo
- Radiology Unit, Department of Medicine, University Hospital of Padova, 35128 Padova, Italy; (C.G.); (A.M.); (F.L.)
| | - Andrea Zuin
- Thoracic Surgery Unit, Department of Cardiac, Thoracic Vascular Sciences and Public Health, University Hospital of Padova, 35128 Padova, Italy; (S.T.); (A.Z.); (G.Z.); (M.S.); (A.D.); (F.R.)
| | - Antonella Modugno
- Radiology Unit, Department of Medicine, University Hospital of Padova, 35128 Padova, Italy; (C.G.); (A.M.); (F.L.)
| | - Francesco Labella
- Radiology Unit, Department of Medicine, University Hospital of Padova, 35128 Padova, Italy; (C.G.); (A.M.); (F.L.)
| | - Giovanni Zambello
- Thoracic Surgery Unit, Department of Cardiac, Thoracic Vascular Sciences and Public Health, University Hospital of Padova, 35128 Padova, Italy; (S.T.); (A.Z.); (G.Z.); (M.S.); (A.D.); (F.R.)
| | - Giulia Lorenzoni
- Biostatistics Unit, Department of Cardiac, Thoracic Vascular Sciences and Public Health, University Hospital of Padova, 35128 Padova, Italy; (G.L.); (D.G.)
| | - Marco Schiavon
- Thoracic Surgery Unit, Department of Cardiac, Thoracic Vascular Sciences and Public Health, University Hospital of Padova, 35128 Padova, Italy; (S.T.); (A.Z.); (G.Z.); (M.S.); (A.D.); (F.R.)
| | - Dario Gregori
- Biostatistics Unit, Department of Cardiac, Thoracic Vascular Sciences and Public Health, University Hospital of Padova, 35128 Padova, Italy; (G.L.); (D.G.)
| | - Giulia Pasello
- Medical Oncology 2, Istituto Oncologico Veneto IOV-IRCCS, 35128 Padova, Italy;
| | - Fiorella Calabrese
- Pathology Unit, Department of Cardiac, Thoracic Vascular Sciences and Public Health, University Hospital of Padova, 35128 Padova, Italy;
| | - Andrea Dell’Amore
- Thoracic Surgery Unit, Department of Cardiac, Thoracic Vascular Sciences and Public Health, University Hospital of Padova, 35128 Padova, Italy; (S.T.); (A.Z.); (G.Z.); (M.S.); (A.D.); (F.R.)
| | - Federico Rea
- Thoracic Surgery Unit, Department of Cardiac, Thoracic Vascular Sciences and Public Health, University Hospital of Padova, 35128 Padova, Italy; (S.T.); (A.Z.); (G.Z.); (M.S.); (A.D.); (F.R.)
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Monti CB, Righini P, Bonanno MC, Capra D, Mazzaccaro D, Giannetta M, Nicolino GM, Nano G, Sardanelli F, Marrocco-Trischitta MM, Secchi F. Psoas Cross-Sectional Measurements Using Manual CT Segmentation before and after Endovascular Aortic Repair (EVAR). J Clin Med 2022; 11:jcm11144023. [PMID: 35887786 PMCID: PMC9325160 DOI: 10.3390/jcm11144023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 07/08/2022] [Indexed: 02/04/2023] Open
Abstract
Sarcopenia has been associated with an increased incidence of adverse outcomes, including higher mortality, after endovascular aortic repair (EVAR). We aim to use computed tomography (CT) to quantify changes in total psoas muscles area (PMA) and psoas muscle density (PMD) after EVAR, and to evaluate the reproducibility of both measurements. PMA and PMD were assessed via manual segmentation of the psoas muscle on pre- and post-operative CT scans belonging to consecutive patients who underwent EVAR. Wilcoxon test was used to compare PMA and PMD before and after EVAR, and inter- and intra-reader agreements of both methods were evaluated through Bland−Altman analysis. A total of 50 patients, 42 of them males (84%), were included in the study. PMA changes from 1243 mm2 (1006−1445 mm2) to 1102 mm2 (IQR 937−1331 mm2), after EVAR (p < 0.001). PMD did not vary between pre-EVAR (33 HU, IQR 26.5−38.7 HU) and post-EVAR (32 HU, IQR 26−37 HU, p = 0.630). At inter-reader Bland−Altman analysis, PMA showed a bias of 64.0 mm2 and a coefficient of repeatability (CoR) of 359.2 mm2, whereas PMD showed a bias of −2.43 HU and a CoR of 6.19 HU. At intra-reader Bland−Altman analysis, PMA showed a bias of −81.1 mm2 and a CoR of 394.6 mm2, whereas PMD showed a bias of 1.41 HU and a CoR of 6.36 HU. In conclusion, PMA decreases after EVAR. A good intra and inter-reader reproducibility was observed for both PMA and PMD. We thus propose to use PMA during the follow-up of patients who underwent EVAR to monitor muscle depletion after surgery.
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Affiliation(s)
- Caterina Beatrice Monti
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, 20100 Milan, Italy; (C.B.M.); (M.C.B.); (D.C.); (G.N.); (F.S.)
| | - Paolo Righini
- Unit of Vascular Surgery, IRCCS Policlinico San Donato, 20097 San Donato Milanese, Italy; (P.R.); (D.M.); (M.G.)
| | - Maria Chiara Bonanno
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, 20100 Milan, Italy; (C.B.M.); (M.C.B.); (D.C.); (G.N.); (F.S.)
| | - Davide Capra
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, 20100 Milan, Italy; (C.B.M.); (M.C.B.); (D.C.); (G.N.); (F.S.)
| | - Daniela Mazzaccaro
- Unit of Vascular Surgery, IRCCS Policlinico San Donato, 20097 San Donato Milanese, Italy; (P.R.); (D.M.); (M.G.)
| | - Matteo Giannetta
- Unit of Vascular Surgery, IRCCS Policlinico San Donato, 20097 San Donato Milanese, Italy; (P.R.); (D.M.); (M.G.)
| | - Gabriele Maria Nicolino
- Radiology and Diagnostic Imaging Unit, Clinica San Carlo, Paderno Dugnano, 20100 Milan, Italy;
| | - Giovanni Nano
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, 20100 Milan, Italy; (C.B.M.); (M.C.B.); (D.C.); (G.N.); (F.S.)
- Unit of Vascular Surgery, IRCCS Policlinico San Donato, 20097 San Donato Milanese, Italy; (P.R.); (D.M.); (M.G.)
| | - Francesco Sardanelli
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, 20100 Milan, Italy; (C.B.M.); (M.C.B.); (D.C.); (G.N.); (F.S.)
- Unit of Radiology, IRCCS Policlinico San Donato, 20097 San Donato Milanese, Italy
| | | | - Francesco Secchi
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, 20100 Milan, Italy; (C.B.M.); (M.C.B.); (D.C.); (G.N.); (F.S.)
- Unit of Radiology, IRCCS Policlinico San Donato, 20097 San Donato Milanese, Italy
- Correspondence:
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24
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Miao SL, Ye XN, Lin TT, Qiu YH, Huang JY, Zheng XW, Chen FF. The psoas muscle density as a predictor of postoperative complications and 30-day mortality for acute mesenteric ischemia patients. Abdom Radiol (NY) 2022; 47:1644-1653. [PMID: 32892241 DOI: 10.1007/s00261-020-02714-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 08/09/2020] [Accepted: 08/21/2020] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Low muscle mass and quality is associated with poor surgical outcomes. Psoas muscle density (PMD)is a validated surrogate for muscle quality that can be easily measured from a clinical computed tomography (CT) scan. The objective of this study was to investigate the association between PMD and short-term postoperative outcomes in patients with acute mesenteric ischemia (AMI). METHODS From April 2006 and September 2019, the clinical data of all patients who underwent surgical intervention with a preoperative diagnosis of AMI and had preoperative non-contrast CT images available were retrospectively reviewed. PMD was measured by CT at the third lumbar vertebra. The lowest quartile of PMD for men and women in all patients was used as sex-specific cut-off values for low PMD. Univariate and multivariate analyses evaluating risk factors of postoperative complications and 30-day mortality were performed. RESULTS The cohort consisted of 88 patients with a mean age of 58.8 ± 16.2 years, of whom 21 (23.9%) patients had low PMD based on the diagnostic cut-off values (40.5 HU for men and 28.4 HU for women), 35 (39.8%) patients developed complications within 30 days of the operation, and 10 (11.3%) patients died within 30 days of surgery. Low PMD patients had a higher risk of postoperative complications and 30-day mortality than patients without low PMD patients. In a multivariate analysis, low PMD and low psoas muscle area (PMA) were independent predictors of postoperative complications. However, only low PMD remained an independent risk factor for 30-day mortality. CONCLUSIONS Preoperative assessment of the PMD on CT can be a practical method for identifying AMI patients at risk for postoperative complications and 30-day mortality.
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Affiliation(s)
- Shou-Liang Miao
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Nanbaixiang, Ouhai District, Wenzhou, 325015, Zhejiang, People's Republic of China
| | - Xiao-Ning Ye
- The First Clinical Medical Institute, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Ting-Ting Lin
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Nanbaixiang, Ouhai District, Wenzhou, 325015, Zhejiang, People's Republic of China
| | - Yi-Hui Qiu
- Department of Vascular Surgery, The First Affiliated Hospital of Wenzhou Medical University, Nanbaixiang, Ouhai District, Wenzhou, 325015, Zhejiang, People's Republic of China
| | - Jing-Yong Huang
- Department of Vascular Surgery, The First Affiliated Hospital of Wenzhou Medical University, Nanbaixiang, Ouhai District, Wenzhou, 325015, Zhejiang, People's Republic of China
| | - Xiang-Wu Zheng
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Nanbaixiang, Ouhai District, Wenzhou, 325015, Zhejiang, People's Republic of China.
| | - Fan-Feng Chen
- Department of Vascular Surgery, The First Affiliated Hospital of Wenzhou Medical University, Nanbaixiang, Ouhai District, Wenzhou, 325015, Zhejiang, People's Republic of China.
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Pickhardt PJ. Value-added Opportunistic CT Screening: State of the Art. Radiology 2022; 303:241-254. [PMID: 35289661 PMCID: PMC9083232 DOI: 10.1148/radiol.211561] [Citation(s) in RCA: 104] [Impact Index Per Article: 34.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 08/24/2021] [Accepted: 08/27/2021] [Indexed: 12/13/2022]
Abstract
Opportunistic CT screening leverages robust imaging data embedded within abdominal and thoracic scans that are generally unrelated to the specific clinical indication and have heretofore gone largely unused. This incidental imaging information may prove beneficial to patients in terms of wellness, prevention, risk profiling, and presymptomatic detection of relevant disease. The growing interest in CT-based opportunistic screening relates to a confluence of factors: the objective and generalizable nature of CT-based body composition measures, the emergence of fully automated explainable AI solutions, the sheer volume of body CT scans performed, and the increasing emphasis on precision medicine and value-added initiatives. With a systematic approach to body composition and other useful CT markers, initial evidence suggests that their ability to help radiologists assess biologic age and predict future adverse cardiometabolic events rivals even the best available clinical reference standards. Emerging data suggest that standalone "intended" CT screening over an unorganized opportunistic approach may be justified, especially when combined with established cancer screening. This review will discuss the current status of opportunistic CT screening, including specific body composition markers and the various disease processes that may be impacted. The remaining hurdles to widespread clinical adoption include generalization to more diverse patient populations, disparate technical settings, and reimbursement.
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Affiliation(s)
- Perry J. Pickhardt
- From the Department of Radiology, The University of Wisconsin School
of Medicine and Public Health, E3/311 Clinical Science Center, 600 Highland Ave,
Madison, WI 53792-3252
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Martin D, Maeder Y, Kobayashi K, Schneider M, Koerfer J, Melloul E, Halkic N, Hübner M, Demartines N, Becce F, Uldry E. Association between CT-Based Preoperative Sarcopenia and Outcomes in Patients That Underwent Liver Resections. Cancers (Basel) 2022; 14:cancers14010261. [PMID: 35008425 PMCID: PMC8750804 DOI: 10.3390/cancers14010261] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 12/29/2021] [Accepted: 01/04/2022] [Indexed: 02/06/2023] Open
Abstract
Simple Summary Cancer cachexia often includes sarcopenia, which is characterized by a progressive, generalized loss of skeletal muscle mass and strength, combined with fatty infiltration into the muscle. Sarcopenia has been considered a patient-specific imaging biomarker for predicting outcomes after cancer surgery. The present study aimed to evaluate whether preoperative sarcopenia was associated with postoperative outcomes and survival in patients that underwent liver resections. Sarcopenia, assessed by preoperative CT imaging, was present in two-thirds of patients. Independent risk factors for sarcopenia were age, male sex, ASA score ≥ 3, and malignancies. Based on CT assessment alone, sarcopenia had no impact on clinical outcomes or overall survival after hepatectomy. Abstract This retrospective observational study aimed to evaluate whether preoperative sarcopenia, assessed by CT imaging, was associated with postoperative clinical outcomes and overall survival in patients that underwent liver resections. Patients operated on between January 2014 and February 2020 were included. The skeletal muscle index (SMI) was measured at the level of the third lumbar vertebra on preoperative CT scans. Preoperative sarcopenia was defined based on pre-established SMI cut-off values. The outcomes were postoperative morbidity, length of hospital stay (LOS), and overall survival. Among 355 patients, 212 (59.7%) had preoperative sarcopenia. Patients with sarcopenia were significantly older (63.5 years) and had significantly lower BMIs (23.9 kg/m2) than patients without sarcopenia (59.3 years, p < 0.01, and 27.7 kg/m2, p < 0.01, respectively). There was no difference in LOS (8 vs. 8 days, p = 0.75), and the major complication rates were comparable between the two groups (11.2% vs. 11.3%, p = 1.00). The median overall survival times were comparable between patients with sarcopenia and those without sarcopenia (15 vs. 16 months, p = 0.87). Based on CT assessment alone, preoperative sarcopenia appeared to have no impact on postoperative clinical outcomes or overall survival in patients that underwent liver resections. Future efforts should also consider muscle strength and physical performance, in addition to imaging, for preoperative risk stratification.
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Affiliation(s)
- David Martin
- Department of Visceral Surgery, Lausanne University Hospital CHUV, University of Lausanne, 1011 Lausanne, Switzerland; (D.M.); (M.S.); (E.M.); (N.H.); (M.H.); (E.U.)
| | - Yaël Maeder
- Department of Diagnostic and Interventional Radiology, Lausanne University Hospital CHUV, University of Lausanne, 1011 Lausanne, Switzerland; (Y.M.); (J.K.); (F.B.)
| | - Kosuke Kobayashi
- Hepato-Pancreatico-Biliary Surgery Division, Department of Surgery, Graduate School of Medicine, University of Tokyo, Tokyo 113-8654, Japan;
| | - Michael Schneider
- Department of Visceral Surgery, Lausanne University Hospital CHUV, University of Lausanne, 1011 Lausanne, Switzerland; (D.M.); (M.S.); (E.M.); (N.H.); (M.H.); (E.U.)
| | - Joachim Koerfer
- Department of Diagnostic and Interventional Radiology, Lausanne University Hospital CHUV, University of Lausanne, 1011 Lausanne, Switzerland; (Y.M.); (J.K.); (F.B.)
| | - Emmanuel Melloul
- Department of Visceral Surgery, Lausanne University Hospital CHUV, University of Lausanne, 1011 Lausanne, Switzerland; (D.M.); (M.S.); (E.M.); (N.H.); (M.H.); (E.U.)
| | - Nermin Halkic
- Department of Visceral Surgery, Lausanne University Hospital CHUV, University of Lausanne, 1011 Lausanne, Switzerland; (D.M.); (M.S.); (E.M.); (N.H.); (M.H.); (E.U.)
| | - Martin Hübner
- Department of Visceral Surgery, Lausanne University Hospital CHUV, University of Lausanne, 1011 Lausanne, Switzerland; (D.M.); (M.S.); (E.M.); (N.H.); (M.H.); (E.U.)
| | - Nicolas Demartines
- Department of Visceral Surgery, Lausanne University Hospital CHUV, University of Lausanne, 1011 Lausanne, Switzerland; (D.M.); (M.S.); (E.M.); (N.H.); (M.H.); (E.U.)
- Correspondence: ; Tel.: +41-21-314-24-00
| | - Fabio Becce
- Department of Diagnostic and Interventional Radiology, Lausanne University Hospital CHUV, University of Lausanne, 1011 Lausanne, Switzerland; (Y.M.); (J.K.); (F.B.)
| | - Emilie Uldry
- Department of Visceral Surgery, Lausanne University Hospital CHUV, University of Lausanne, 1011 Lausanne, Switzerland; (D.M.); (M.S.); (E.M.); (N.H.); (M.H.); (E.U.)
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Chianca V, Albano D, Messina C, Gitto S, Ruffo G, Guarino S, Del Grande F, Sconfienza LM. Sarcopenia: imaging assessment and clinical application. Abdom Radiol (NY) 2022; 47:3205-3216. [PMID: 34687326 PMCID: PMC8536908 DOI: 10.1007/s00261-021-03294-3] [Citation(s) in RCA: 97] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 09/21/2021] [Accepted: 09/22/2021] [Indexed: 02/06/2023]
Abstract
Sarcopenia is a progressive, generalized skeletal muscle disorder characterized by reduction of muscle mass and strength. It is associated with increased adverse outcomes including falls, fractures, physical disability, and mortality, particularly, in elderly patients. Nowadays, sarcopenia has become a specific imaging biomarker able to predict clinical outcomes of patients. Muscle fibre reduction has shown to be an unfavourable pre-operative predictive factor in patients with cancer, and is associated with worse clinical outcomes in terms of postoperative complications, morbidity, mortality, and lower tolerance of chemoradiation therapy. Several imaging modalities, including dual-energy X-ray absorptiometry, CT, MRI, and US can be used to estimate muscle mass and quality to reach the diagnosis of sarcopenia. This article reviews the clinical implications of sarcopenia, how this condition can be assessed through different imaging modalities, and future perspectives of imaging of sarcopenia.
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Affiliation(s)
- Vito Chianca
- Clinica di Radiologia EOC IIMSI, Lugano, Switzerland ,Ospedale Evangelico Betania, Napoli, Italy
| | - Domenico Albano
- grid.417776.4IRCCS Istituto Ortopedico Galeazzi, Milano, Italy ,grid.10776.370000 0004 1762 5517Sezione di Scienze Radiologiche, Dipartimento di Biomedicina, Neuroscienze e Diagnostica Avanzata, Università degli Studi di Palermo, Palermo, Italy
| | - Carmelo Messina
- grid.417776.4IRCCS Istituto Ortopedico Galeazzi, Milano, Italy
| | - Salvatore Gitto
- grid.4708.b0000 0004 1757 2822Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Milano, Italy
| | - Gaetano Ruffo
- grid.417776.4IRCCS Istituto Ortopedico Galeazzi, Milano, Italy
| | | | | | - Luca Maria Sconfienza
- IRCCS Istituto Ortopedico Galeazzi, Milano, Italy. .,Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Milano, Italy.
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Hoover KB, Starks AO, Robila V, Riddle DL. Quantitative contrast enhanced dual energy CT to predict avascular necrosis: a feasibility study of proximal humerus fractures. BMC Med Imaging 2021; 21:191. [PMID: 34895190 PMCID: PMC8666015 DOI: 10.1186/s12880-021-00717-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 11/25/2021] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Avascular necrosis is a delayed complication of proximal humerus fractures that increases the likelihood of poor clinical outcomes. CT scans are routinely performed to guide proximal humerus fracture management. We hypothesized iodine concentration on post-contrast dual energy CT scans identifies subjects who develop avascular necrosis and ischemia due to compromised blood flow. MATERIALS AND METHODS 55 patients with proximal humerus fractures enrolled between 2014 and 2017 underwent clinical, radiographic and contrast enhanced dual energy CT assessment. Iodine densities of the humeral head and the glenoid (control) were measured on CT. Subjects managed with open reduction internal fixation or conservatively (non-surgical) were followed for up to two years for radiographic evidence of avascular necrosis. Arthroplasty subjects underwent histopathologic evaluation for ischemia of the resected humeral head. RESULTS 17 of 55 subjects (30.9%) were treated conservatively, 21 (38.2%) underwent open reduction internal fixation and 17 of 55 (30.9%) underwent arthroplasty. Of the 38 subjects treated conservatively or with ORIF, 20 (52.6%) completed 12 months of follow up and 14 (36.8%) 24 months of follow up. At 12 months follow up, two of 20 subjects (10%) and at 24 months 3 of 14 subjects (21.4%) developed avascular necrosis. At 12 months, the mean humerus/glenoid iodine ratio was 1.05 (standard deviation 0.24) in subjects with AVN compared to 0.91 (0.24) in those who did not. At 24 months, subjects with avascular necrosis had a mean humerus/glenoid iodine concentration ratio of 1.06 (0.17) compared to 0.924 (0.21) in those who did not. Of 17 arthroplasty subjects, 2 had severe ischemia and an iodine ratio of 1.08 (0.30); 5 had focal ischemia and a ratio of 1.00 (0.36); and 8 no ischemia and a ratio of 0.83 (0.08). CONCLUSIONS Quantifying iodine using dual energy CT in subjects with proximal humerus fractures is technically feasible. Preliminary data suggest higher humeral head iodine concentration may increase risk of avascular necrosis; however, future studies must enroll and follow enough subjects managed with open reduction internal fixation or conservatively for two or more years to provide statistically significant results. Trial Registrations NCT02170545 registered June 23, 2014, ClinicalTrials.gov.
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Affiliation(s)
- Kevin B. Hoover
- Mink Radiology, Cedars-Sinai Health System, 8670 Wilshire Blvd Suite 101, Beverly Hills, CA 90211 USA
| | - Alexandria O. Starks
- Orthopedic Associates of Lancaster, 170 North Pointe Blvd, Lancaster, PA 17601 USA
| | - Valentina Robila
- Department of Pathology, Virginia Commonwealth University/VCU Health, 1101 East Marshall St, P.O. Box 980662, Richmond, VA 23298-0662 USA
| | - Daniel L. Riddle
- Otto D. Payton Professor of Physical Therapy, Orthopaedic Surgery and Rheumatology, Virginia Commonwealth University, Room B-100, West Hospital, 1200 East Broad Street, Richmond, VA 23298 USA
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Fakunle O, Patel M, Kravets VG, Singer A, Hernandez-Irizarry R, Schenker ML. Visualizing Frailty: Exploring Radiographical Measures of Frailty in Trauma Patients. JOURNAL OF ACUTE CARE SURGERY 2021. [DOI: 10.17479/jacs.2021.11.3.121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Purpose: This study assessed the relationship of core muscle sarcopenia, myosteatosis, and L1 attenuation to the 5-factor modified frailty index (mFI-5), discharge disposition, and post-admission complications in orthopedic and general trauma patients. It was hypothesized that reduced sarcopenia, L1 attenuation, and increased myosteatosis is associated with higher mFI-5 scores (≥ 0.3), discharge into care, and increased post-admission complications.Methods: This prospective cohort study was performed at a Level 1 trauma center. Patients were surveyed and metrics of the mFI-5 were used. Frail was categorized as a mFI-5 score ≥ 0.3. Recent abdominal computed tomography (CT) scans were used to extract radiographical information of total psoas cross-sectional area, psoas myosteatosis, and L1 vertebrae attenuation.Results: There were 140 patients who consented to the study, of which 83 had available abdomen and pelvis CT scans. The mean age was 43.19 (± 17.36), and 65% were male (<i>n</i> = 52). When comparing the frail (16%, <i>n</i> = 13) and not frail (84%, <i>n</i> = 70) patients, there was a significant difference in mean psoas myosteatosis (<i>p</i> < 0.0001) and the attenuation of the L1 vertebrae (<i>p</i> < 0.001). On multivariate analysis when accounting for age, myosteatosis of the psoas muscles was predictive of an mFI-5 score ≥ 0.3.Conclusion: The findings suggest that myosteatosis and L1 attenuation are associated with frailty indices (mFI-5) after traumatic injury. Future studies are needed to prospectively assess the validity of both radiographical and index-based markers of frailty in predicting post-traumatic complications, mortality, and hospital utilization.
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Automated detection of the contrast phase in MDCT by an artificial neural network improves the accuracy of opportunistic bone mineral density measurements. Eur Radiol 2021; 32:1465-1474. [PMID: 34687347 PMCID: PMC8831336 DOI: 10.1007/s00330-021-08284-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 08/02/2021] [Accepted: 08/17/2021] [Indexed: 11/30/2022]
Abstract
Objectives To determine the accuracy of an artificial neural network (ANN) for fully automated detection of the presence and phase of iodinated contrast agent in routine abdominal multidetector computed tomography (MDCT) scans and evaluate the effect of contrast correction for osteoporosis screening. Methods This HIPPA-compliant study retrospectively included 579 MDCT scans in 193 patients (62.4 ± 14.6 years, 48 women). Three different ANN models (2D DenseNet with random slice selection, 2D DenseNet with anatomy-guided slice selection, 3D DenseNet) were trained in 462 MDCT scans of 154 patients (threefold cross-validation), who underwent triphasic CT. All ANN models were tested in 117 unseen triphasic scans of 39 patients, as well as in a public MDCT dataset containing 311 patients. In the triphasic test scans, trabecular volumetric bone mineral density (BMD) was calculated using a fully automated pipeline. Root-mean-square errors (RMSE) of BMD measurements with and without correction for contrast application were calculated in comparison to nonenhanced (NE) scans. Results The 2D DenseNet with anatomy-guided slice selection outperformed the competing models and achieved an F1 score of 0.98 and an accuracy of 98.3% in the test set (public dataset: F1 score 0.93; accuracy 94.2%). Application of contrast agent resulted in significant BMD biases (all p < .001; portal-venous (PV): RMSE 18.7 mg/ml, mean difference 17.5 mg/ml; arterial (AR): RMSE 6.92 mg/ml, mean difference 5.68 mg/ml). After the fully automated correction, this bias was no longer significant (p > .05; PV: RMSE 9.45 mg/ml, mean difference 1.28 mg/ml; AR: RMSE 3.98 mg/ml, mean difference 0.94 mg/ml). Conclusion Automatic detection of the contrast phase in multicenter CT data was achieved with high accuracy, minimizing the contrast-induced error in BMD measurements. Key Points • A 2D DenseNet with anatomy-guided slice selection achieved an F1 score of 0.98 and an accuracy of 98.3% in the test set. In a public dataset, an F1 score of 0.93 and an accuracy of 94.2% were obtained. • Automated adjustment for contrast injection improved the accuracy of lumbar bone mineral density measurements (RMSE 18.7 mg/ml vs. 9.45 mg/ml respectively, in the portal-venous phase). • An artificial neural network can reliably reveal the presence and phase of iodinated contrast agent in multidetector CT scans (https://github.com/ferchonavarro/anatomy_guided_contrast_c). This allows minimizing the contrast-induced error in opportunistic bone mineral density measurements.
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Fully Automated Deep Learning Tool for Sarcopenia Assessment on CT: L1 Versus L3 Vertebral Level Muscle Measurements for Opportunistic Prediction of Adverse Clinical Outcomes. AJR Am J Roentgenol 2021; 218:124-131. [PMID: 34406056 DOI: 10.2214/ajr.21.26486] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND. Sarcopenia is associated with adverse clinical outcomes. CT-based skeletal muscle measurements for sarcopenia assessment are most commonly performed at the L3 vertebral level. OBJECTIVE. The purpose of this article is to compare the utility of fully automated deep learning CT-based muscle quantitation at the L1 versus L3 level for predicting future hip fractures and death. METHODS. This retrospective study included 9223 asymptomatic adults (mean age, 57 ± 8 [SD] years; 4071 men, 5152 women) who underwent unenhanced low-dose abdominal CT. A previously validated fully automated deep learning tool was used to assess muscle for myosteatosis (by mean attenuation) and myopenia (by cross-sectional area) at the L1 and L3 levels. Performance for predicting hip fractures and death was compared between L1 and L3 measures. Performance for predicting hip fractures and death was also evaluated using the established clinical risk scores from the fracture risk assessment tool (FRAX) and Framingham risk score (FRS), respectively. RESULTS. Median clinical follow-up interval after CT was 8.8 years (interquartile range, 5.1-11.6 years), yielding hip fractures and death in 219 (2.4%) and 549 (6.0%) patients, respectively. L1-level and L3-level muscle attenuation measurements were not different in 2-, 5-, or 10-year AUC for hip fracture (p = .18-.98) or death (p = .19-.95). For hip fracture, 5-year AUCs for L1-level muscle attenuation, L3-level muscle attenuation, and FRAX score were 0.717, 0.709, and 0.708, respectively. For death, 5-year AUCs for L1-level muscle attenuation, L3-level muscle attenuation, and FRS were 0.737, 0.721, and 0.688, respectively. Lowest quartile hazard ratios (HRs) for hip fracture were 2.20 (L1 attenuation), 2.45 (L3 attenuation), and 2.53 (FRAX score), and for death were 3.25 (L1 attenuation), 3.58 (L3 attenuation), and 2.82 (FRS). CT-based muscle cross-sectional area measurements at L1 and L3 were less predictive for hip fracture and death (5-year AUC ≤ 0.571; HR ≤ 1.56). CONCLUSION. Automated CT-based measurements of muscle attenuation for myosteatosis at the L1 level compare favorably with previously established L3-level measurements and clinical risk scores for predicting hip fracture and death. Assessment for myopenia was less predictive of outcomes at both levels. CLINICAL IMPACT. Alternative use of the L1 rather than L3 level for CT-based muscle measurements allows sarcopenia assessment using both chest and abdominal CT scans, greatly increasing the potential yield of opportunistic CT screening.
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Albano D, Camoni L, Rinaldi R, Tucci A, Zilioli VR, Muzi C, Ravanelli M, Farina D, Coppola A, Camalori M, Giubbini R, Bertagna F. Comparison between skeletal muscle and adipose tissue measurements with high-dose CT and low-dose attenuation correction CT of 18F-FDG PET/CT in elderly Hodgkin lymphoma patients: a two-centre validation. Br J Radiol 2021; 94:20200672. [PMID: 34106736 PMCID: PMC8248212 DOI: 10.1259/bjr.20200672] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Objectives: High-dose CT (HDCT) is considered the gold-standard imaging for the measurements of skeletal muscle area (SMA), visceral adipose tissue (VAT), subcutaneous adipose tissue (SAT) and intramuscular adipose tissue (IMAT) areas in the abdomen. These parameters may reflect sarcopenia, which can have a prognostic impact in several oncological diseases. The aim of this study was to compare the agreement of measurements of SMA, VAT, SAT and IMAT areas between HDCT and low-dose CT (LDCT) of 18-fludeoxyglucose positron emission tomography (18F-FDG PET)/CT in elderly patients affected by Hodgkin lymphoma (HL). Methods: We retrospectively included 90 patients affected by HL who underwent baseline 18F-FDG-PET/CT and HDCT within a mean interval of 7 days. HDCT and LDCT images were analysed by two blinded observers using segmentation software (Slice-O-Matic, Tomovision) to quantify the areas. HDCT and LDCT measurements were compared using Bland–Altman plots and Passing-Bablock regression analyses. Pearson correlation coefficient (r) was used to correlate measurements from the two imaging modalities. Results: Comparison of HDCT and LDCT data demonstrated a strong correlation for measurement of VAT(r = 0.942, p < 0.0001), SAT (r = 0.894, p < 0.0001) and SMA (r = 0.934, p < 0.0001). Instead considering IMAT, correlation was good but less significant (r = 0.742). The mean difference between the two methods was found to be very small, with a difference of 1% for SAT,+6.1% for VAT,+2.5% for SMA and −1.9% for IMAT. Conclusion: LDCT of PET/CT is a safe, accurate and precise method for the measurements of skeletal muscle area, visceral and subcutaneous adipose tissue. Their measurements are reproducible and correlate closely with HDCT. Advances in knowledge: LLDCT of PET/CT is a safe and accurate method for the measurements of SMA, VAT and SAT; their measurements are closely correlated with HDCT. LDCT can be considered an accurate alternative tool for measuring abdominal fat and muscles in the clinical practice.
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Affiliation(s)
- Domenico Albano
- Nuclear Medicine, University of Brescia and ASST Spedali Civili Brescia, Brescia, Italy
| | - Luca Camoni
- Nuclear Medicine, ASST Spedali Civili Brescia, Brescia, Italy
| | - Roberto Rinaldi
- Nuclear Medicine, ASST Spedali Civili Brescia, Brescia, Italy
| | - Alessandra Tucci
- Hematology Division, ASST Spedali Civili Brescia, Brescia, Italy
| | | | - Cristina Muzi
- Haematology, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Marco Ravanelli
- Department of Radiology, University of Brescia, Brescia, Italy
| | - Davide Farina
- Department of Radiology, University of Brescia, Brescia, Italy
| | - Alessandra Coppola
- Department of Radiology, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Manuela Camalori
- Department of Radiology, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Raffaele Giubbini
- Nuclear Medicine, University of Brescia and ASST Spedali Civili Brescia, Brescia, Italy
| | - Francesco Bertagna
- Nuclear Medicine, University of Brescia and ASST Spedali Civili Brescia, Brescia, Italy
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Ruby L, Sanabria SJ, Saltybaeva N, Frauenfelder T, Alkadhi H, Rominger MB. Comparison of ultrasound speed-of-sound of the lower extremity and lumbar muscle assessed with computed tomography for muscle loss assessment. Medicine (Baltimore) 2021; 100:e25947. [PMID: 34032704 PMCID: PMC8154376 DOI: 10.1097/md.0000000000025947] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 04/23/2021] [Indexed: 01/04/2023] Open
Abstract
To compare the speed of propagation of ultrasound (US) waves (SoS) of the lower leg with the clinical reference standard computed tomography (CT) at the level of lumbar vertebra 3 (L3) for muscle loss assessment. Both calf muscles of 50 patients scheduled for an abdominal CT were prospectively examined with ultrasound. A plexiglas-reflector located on the opposite side of the probe with the calf in between was used as a timing reference for SoS (m/s). CT measurements were performed at the level of L3 and included area (cm2) and attenuation (HU) of the psoas muscle, abdominal muscles, subcutaneous fat, visceral fat and abdominal area. Correlations between SoS, body mass index (BMI) and CT were determined using Pearson's correlation coefficient. Based on reported CT sarcopenia threshold values, receiver operating characteristic (ROC) analysis was performed for SoS. Inter-examiner agreement was assessed with the median difference, inter-quartile range (IQR) and intraclass correlation coefficients. SoS of the calf correlated moderately with abdominal muscle attenuation (r = 0.48; P < .001), psoas muscle attenuation (r = 0.40; P < .01), abdominal area (r = -0.44; P < .01) and weakly with subcutaneous fat area (r = -0.37; P < .01). BMI correlated weakly with psoas attenuation (r = -0.28; P < .05) and non-significantly with abdominal muscle attenuation. Normalization with abdominal area resulted in moderate correlations with abdominal muscle area for SoS (r = 0.43; P < .01) and BMI (r = -0.46; P < .001). Based on sarcopenia threshold values for skeletal muscle attenuation (SMRA), area under curve (AUC) for SoS was 0.724. Median difference between both examiners was -3.4 m/s with IQR = 15.1 m/s and intraclass correlation coefficient = 0.794. SoS measurements of the calf are moderately accurate based on CT sarcopenia threshold values, thus showing potential for muscle loss quantification.
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Affiliation(s)
- Lisa Ruby
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zürich, Switzerland
| | - Sergio J. Sanabria
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zürich, Switzerland
- Deusto Institute of Technology, University of Deusto/IKERBASQUE, Basque Foundation for Science, Bilbao, Spain
| | - Natalia Saltybaeva
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zürich, Switzerland
| | - Thomas Frauenfelder
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zürich, Switzerland
| | - Hatem Alkadhi
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zürich, Switzerland
| | - Marga B. Rominger
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zürich, Switzerland
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Contrast-Enhanced Computed Tomography Does Not Provide More Information about Sarcopenia than Unenhanced Computed Tomography in Patients with Pancreatic Cancer. CONTRAST MEDIA & MOLECULAR IMAGING 2021; 2021:5546030. [PMID: 33976592 PMCID: PMC8088385 DOI: 10.1155/2021/5546030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 03/28/2021] [Accepted: 04/19/2021] [Indexed: 02/07/2023]
Abstract
Objective The aim of this study was to understand whether enhanced CT can provide more information than unenhanced CT on diagnosis of sarcopenia. Materials and Methods We reviewed the enhanced CT data of 45 patients of pancreatic cancer. Manual tracing of the psoas muscles was used for measuring the cross-sectional muscle areas and attenuation at umbilicus level; afterwards, PMI, PMD, and Δ PMD were calculated. Results In the unenhanced scanning, arterial, venous, and parenchymal phases of enhanced CT, PMI values were 6.905 ± 2.170, 6.886 ± 2.195, 6.923 ± 2.239, and 6.866 ± 2.218, respectively, and the difference was not statistically significant. The PMD values at different phases were 34.311 ± 7.535, 37.487 ± 7.118, 40.689 ± 7.116, and 42.989 ± 7.745, respectively, which were gradually increased, and the difference was statistically significant. Meanwhile, the PMD of arterial phase, venous phase, and parenchyma phase showed a linear correlation with PMD of unenhanced scanning phase. 31 patients had low PMD and 14 had normal PMD during the unenhanced scanning phase. With the addition of contrast agent, ΔPMD values increased faster in the low PMD group than in the normal PMD group during the venous and parenchymal phases (7.048 ± 3.067 vs 4.893 ± 2.558; 9.581 ± 3.033 vs 6.679 ± 2.621; p < 0.05), which made the gap between PMD after contrast-enhancement vs. unenhanced scanning smaller. Conclusion The use of contrast agent has no effect on the manually measured PMI values but can change the results of PMD. This change makes the difference of PMD in different enhancement phases smaller than that in plain scan phase and furthermore increases the examination cost; therefore, it is not recommended to use enhanced CT routinely with fixed dose administration of contrast agent for patients' assessment of PMI and PMD.
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Significance of Acquisition Parameters for Adipose Tissue Segmentation on CT Images. AJR Am J Roentgenol 2021; 217:177-185. [PMID: 33729886 DOI: 10.2214/ajr.20.23280] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
OBJECTIVE. CT-based body composition analysis quantifies skeletal muscle and adipose tissue. However, acquisition parameters and quality can vary between CT images obtained for clinical care, which may lead to unreliable measurements and systematic error. The purpose of this study was to estimate the influence of IV contrast medium, tube current-exposure time product, tube potential, and slice thickness on cross-sectional area (CSA) and mean attenuation of subcutaneous (SAT), visceral (VAT), and inter-muscular adipose tissue (IMAT). MATERIALS AND METHODS. We retrospectively analyzed 244 images from 105 patients. We applied semiautomated threshold-based segmentation to CTA, dual-energy CT, and CT images acquired as part of PET examinations. An axial image at the level of the third lumbar vertebral body was extracted from each examination to generate 139 image pairs. Images from each pair were obtained with the same scanner, from the same patient, and during the same examination. Each image pair varied in only one acquisition parameter, which allowed us to estimate the effect of the parameter using one-sample t or median tests and Bland-Altman plots. RESULTS. IV contrast medium application reduced CSA in each adipose tissue compartment, with percentage change ranging from -0.4% (p = .03) to -9.3% (p < .001). Higher tube potential reduced SAT CSA (median percentage change, -4.2%; p < .001) and VAT CSA (median percentage change, -2.8%; p = .001) and increased IMAT CSA (median percentage change, -5.4%; p = .001). Thinner slices increased CSA in the VAT (mean percentage change, 3.0%; p = .005) and IMAT (median percentage change, 17.3%; p < .001) compartments. Lower tube current-exposure time product had a variable effect on CSA (median percentage change, -3.2% for SAT [p < .001], -12.6% for VAT [p = .001], and 58.8% for IMAT [p < .001]). IV contrast medium and higher tube potential increased mean attenuation, with percentage change ranging from 0.8% to 1.7% (p < .05) and from 6.2% to 20.8% (p < .001), respectively. Conversely, thinner slice and lower tube current-exposure time product reduced mean attenuation, with percentage change ranging from -5.4% to -1.0% (p < .001) and from -8.7% to -1.8% (p < .001), respectively. CONCLUSION. Acquisition parameters significantly affect CSA and mean attenuation of adipose tissue. Details of acquisition parameters used for CT-based body composition analysis need to be scrutinized and reported to facilitate interpretation of research studies.
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Perez AA, Pickhardt PJ, Elton DC, Sandfort V, Summers RM. Fully automated CT imaging biomarkers of bone, muscle, and fat: correcting for the effect of intravenous contrast. Abdom Radiol (NY) 2021; 46:1229-1235. [PMID: 32948910 DOI: 10.1007/s00261-020-02755-5] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 08/31/2020] [Accepted: 09/03/2020] [Indexed: 01/28/2023]
Abstract
PURPOSE Fully automated CT-based algorithms for quantifying bone, muscle, and fat have been validated for unenhanced abdominal scans. The purpose of this study was to determine and correct for the effect of intravenous (IV) contrast on these automated body composition measures. MATERIALS AND METHODS Initial study cohort consisted of 1211 healthy adults (mean age, 45.2 years; 733 women) undergoing abdominal CT for potential renal donation. Multiphasic CT protocol consisted of pre-contrast, arterial, and parenchymal phases. Fully automated CT-based algorithms for quantifying bone mineral density (BMD, L1 trabecular HU), muscle area and density (L3-level MA and M-HU), and fat (visceral/subcutaneous (V/S) fat ratio) were applied to pre-contrast and parenchymal phases. Effect of IV contrast upon these body composition measures was analyzed. Square of the Pearson correlation coefficient (r2) was generated for each comparison. RESULTS Mean changes (± SD) in L1 BMD, L3-level MA and M-HU, and V/S fat ratio were 26.7 ± 27.2 HU, 2.9 ± 10.2 cm2, 18.8 ± 6.0 HU, - 0.1 ± 0.2, respectively. Good linear correlation between pre- and post-contrast values was observed for all automated measures: BMD (pre = 0.87 × post; r2 = 0.72), MA (pre = 0.98 × post; r2 = 0.92), M-HU (pre = 0.75 × post + 5.7; r2 = 0.75), and V/S (pre = 1.11 × post; r2 = 0.94); p < 0.001 for all r2 values. There were no significant trends according to patient age or gender that required further correction. CONCLUSION Fully automated quantitative tissue measures of bone, muscle, and fat at contrast-enhanced abdominal CT can be correlated with non-contrast equivalents using simple, linear relationships. These findings will facilitate evaluation of mixed CT cohorts involving larger patient populations and could greatly expand the potential for opportunistic screening.
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Affiliation(s)
- Alberto A Perez
- The University of Wisconsin School of Medicine & Public Health, Madison, WI, USA
| | - Perry J Pickhardt
- The University of Wisconsin School of Medicine & Public Health, Madison, WI, USA.
- Department of Radiology, University of Wisconsin School of Medicine & Public Health, E3/311 Clinical Science Center, 600 Highland Ave., Madison, WI, 53792-3252, USA.
| | - Daniel C Elton
- Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Veit Sandfort
- Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Ronald M Summers
- Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
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Diagnosing sarcopenia at the point of imaging care: analysis of clinical, functional, and opportunistic CT metrics. Skeletal Radiol 2021; 50:543-550. [PMID: 32892227 DOI: 10.1007/s00256-020-03576-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 07/30/2020] [Accepted: 08/06/2020] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To determine the relationship between CT-derived muscle metrics and standardized metrics of sarcopenia in patients undergoing routine CT imaging. MATERIALS AND METHODS Data collected in 443 consecutive patients included body CT, grip strength, usual gait speed, and responses to SARC-F and FRAIL scale questionnaires. Functional and clinical metrics of sarcopenia were acquired at the time of CT. Metrics were analyzed using the diagnostic framework of the European Working Group on Sarcopenia in Older People (EWGSOP2). The skeletal muscle index (SMI) and skeletal muscle density (SMD) were measured at the T12 and L3 levels. Statistical methods include linear prediction models and ROC analysis. RESULTS T12-SMD and L3-SMD in women and T12-SMD and L3-SMI in men show weak but significant (p < 0.05) predictive value for gait speed, after adjusting for subject age and body mass index. The prevalence of abnormal CT SMI at T12 and L3 was 29% and 71%, respectively, corresponding to prevalences of confirmed sarcopenia by EWGSOP2 of 10% and 15%, respectively. The agreement of abnormal SARC-F and FRAIL scale screening and EWGSOP2 confirmed sarcopenia was slight to fair (kappa: 0.20-0.28). CT cutpoints, based on EWGSOP2 criteria for abnormal grip strength or gait speed, are generally lower than cutpoints based on normative population data. CONCLUSION Collection of clinical and functional sarcopenia information at the point of imaging care can be accomplished quickly and safely. CT-derived muscle metrics show convergent validity with gait speed. Only a minority of subjects with low CT metrics have confirmed sarcopenia by EWGSOP2 definition.
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Romanowski KS, Fuanga P, Siddiqui S, Lenchik L, Palmieri TL, Boutin RD. Computed Tomography Measurements of Sarcopenia Predict Length of Stay in Older Burn Patients. J Burn Care Res 2021; 42:3-8. [PMID: 32841333 DOI: 10.1093/jbcr/iraa149] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Sarcopenia and frailty are associated with aging. In older burn patients, frailty has been associated with mortality and discharge disposition, but sarcopenia has not been examined. This study aims to investigate the relationship between frailty and computed tomography (CT)-derived sarcopenia with length of stay and mortality in older burn patients. Burn patients ≥60 years old admitted between 2008 and 2017 who had chest or abdomen CT scans within 1 week of admission were evaluated. Frailty was assessed using the Canadian Study of Health and Aging Clinical Frailty Scale (CFS). Sarcopenia was assessed on CT exams by measuring skeletal muscle index (SMI) of paraspinal muscles at T12 and all skeletal muscles at L3. The relationship between frailty scores and SMI with length of stay (LOS) and mortality was determined using logistic regression. Eighty-three patients (59 men; mean age 70.2 ± 8.5 years) had chest (n = 50) or abdomen (n = 60) CT scans. Mean TBSA = 14.3 ± 14.0%, LOS = 25.8 ± 21.3 days, CFS = 4.36 ± 0.99. Sixteen patients (19.3%) died while in the hospital. CT-derived measurement of SMI at T12 was significantly associated with LOS (P < .05), but not with mortality (P = .561). CT-derived metrics at L3 were not significantly associated with outcomes. CFS was not associated with LOS (P = .836) or mortality (P = .554). In older burn patients, low SMI of the paraspinal muscles at T12 was associated with longer LOS.
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Affiliation(s)
- Kathleen S Romanowski
- Department of Surgery, Division of Burn Surgery, University of California, Davis, Sacramento
| | - Praman Fuanga
- Department of Diagnostic and Therapeutic Radiology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Ratchathewi, Bangko, Thailand
| | | | - Leon Lenchik
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Tina L Palmieri
- Department of Surgery, Division of Burn Surgery, University of California, Davis, Sacramento
| | - Robert D Boutin
- Department of Radiology, Stanford University School of Medicine, California
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Kapoor ND, Twining PK, Groot OQ, Pielkenrood BJ, Bongers MER, Newman ET, Verlaan JJ, Schwab JH. Adipose tissue density on CT as a prognostic factor in patients with cancer: a systematic review. Acta Oncol 2020; 59:1488-1495. [PMID: 32730106 DOI: 10.1080/0284186x.2020.1800087] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND Predicting oncologic outcomes is essential for optimizing the treatment for patients with cancer. This review examines the feasibility of using Computed Tomography (CT) images of fat density as a prognostic factor in patients with cancer. METHODS A systematic literature search was performed in PubMed, Embase and Cochrane up to March 2020. All studies that mentioned using subcutaneous or visceral adipose tissue (SAT and VAT, respectively) CT characteristics as a prognostic factor for patients with cancer were included. The primary endpoints were any disease-related outcomes in patients with cancer. RESULTS After screening 1043 studies, ten studies reporting a total of 23 - ten for SAT and thirteen for VAT - comparisons on survival, tumor recurrence and postsurgical infection were included. All ten studies included different types of malignancy: six localized, two metastatic disease, and two both. Five different anatomic landmarks were used to uniformly measure fat density on CT: lumbar (L)4 (n = 4), L3 (n = 2), L4-L5 intervertebral space (n = 2), L5-S1 intervertebral space (n = 1), and the abdomen (n = 1). Overall, six of ten SAT comparisons (60%) and six of thirteen VAT comparisons (46%) reported a significant (p < .05) association of increased SAT or VAT density with an adverse outcome. All remaining nonsignificant comparisons, except one, deviated in the same direction of being predictive for adverse outcomes but failed to reach significance. The median hazard ratio (HR) for the nine SAT and thirteen VAT associations where HRs were given were 1.45 (95% confidence interval [CI] 1.01-1.97) and 1.90 (95% CI 1.12-2.74), respectively. The binomial sign test and Fisher's method both reported a significant association between both SAT and VAT and adverse outcomes. CONCLUSION This review may support the feasibility of using SAT or VAT on CT as a prognostic tool for patients with cancer in predicting adverse outcomes such as survival and tumor recurrence. Future research should standardize radiologic protocol in prospective homogeneous series of patients on each cancer diagnosis group in order to establish accurate parameters to help physicians use CT scan defined characteristics in clinical practice.
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Affiliation(s)
- N. D. Kapoor
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital – Harvard Medical School, Boston, MA, USA
| | - P. K. Twining
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital – Harvard Medical School, Boston, MA, USA
| | - O. Q. Groot
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital – Harvard Medical School, Boston, MA, USA
- Department of Orthopaedic Surgery, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - B. J. Pielkenrood
- Department of Orthopaedic Surgery, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - M. E. R. Bongers
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital – Harvard Medical School, Boston, MA, USA
| | - E. T. Newman
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital – Harvard Medical School, Boston, MA, USA
| | - J. J. Verlaan
- Department of Orthopaedic Surgery, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - J. H. Schwab
- Department of Orthopaedic Surgery, Orthopaedic Oncology Service, Massachusetts General Hospital – Harvard Medical School, Boston, MA, USA
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Navin PJ, Moynagh MR, Atkinson EJ, Tirumanisetty P, LeBrasseur NK, Kumar A, Khosla S, Takahashi N. Establishment of normative biometric data for body composition based on computed tomography in a North American cohort. Clin Nutr 2020; 40:2435-2442. [PMID: 33176926 DOI: 10.1016/j.clnu.2020.10.046] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 10/22/2020] [Accepted: 10/23/2020] [Indexed: 12/23/2022]
Abstract
BACKGROUND & AIMS Accurate and reproducible biomarkers are required to allow a more personalized approach to patient care. Body composition is one such biomarker affecting outcomes in a range of surgical and oncological conditions. The aim of this study is to determine the age and sex specific distribution of body composition data, based on information gathered from computed tomography (CT). METHODS This prospective study used healthy subjects from the medical records linkage of the Rochester Epidemiology Project, based in Minnesota, USA. Each patient had a CT scan without intravenous contrast performed between 1999 and 2001. Quantification was performed using previously validated semi-automated in-house developed software for body composition analysis. Subcutaneous adipose tissue area, visceral adipose tissue area, intermuscular adipose tissue area and skeletal muscle area were measured and indexed to subject height. Generalized Additive Models for Location, Scale and Shape were used to assess the location, scale, and shape of each variable across age, stratified by sex. Z-scores specific to sex were assessed for each of the parameters analyzed. Age-specific z-scores were calculated using the formula: Z = (Index Variable - μ)/σ or Z = (√ (Index Variable) - μ)/σ. RESULTS There were 692 subjects enrolled in the study. The fitted model equation was offered for each variable with values presented for μ and σ. Modelling with penalized splines was performed for VAT index, IMAT index and total adipose tissue index. Scatterplots of each variable were produced with lines of Z-scores as a visual representation. CONCLUSION This study offers comparative data to allow comparison amongst multiple populations. This will form an important reference for future research and clinical practice.
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Affiliation(s)
- P J Navin
- Department of Radiology, Mayo Clinic, Rochester, USA
| | - M R Moynagh
- Department of Radiology, Mayo Clinic, Rochester, USA
| | - E J Atkinson
- Department of Health Sciences Research, Mayo Clinic, Rochester, USA
| | - P Tirumanisetty
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, USA
| | - N K LeBrasseur
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, USA
| | - A Kumar
- Department of Gynecological Surgery, Mayo Clinic, Rochester, USA
| | - S Khosla
- Department of Endocrinology, Mayo Clinic, Rochester, USA
| | - N Takahashi
- Department of Radiology, Mayo Clinic, Rochester, USA.
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Zannoni S, Albano D, Jannone ML, Messina C, Sconfienza LM. Correlation between muscle mass and quality around the hip and of psoas muscles at L3 level using unenhanced CT scans. Skeletal Radiol 2020; 49:1649-1655. [PMID: 32476068 DOI: 10.1007/s00256-020-03475-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 05/11/2020] [Accepted: 05/17/2020] [Indexed: 02/02/2023]
Abstract
OBJECTIVE CT segmentation of psoas muscles at L3 level is used to measure sarcopenia status, but it is not feasible when L3 is not included in the examination. We tested the correlation of psoas muscle mass and quality estimation at L3 with that of hip muscles, which could be opportunistically used in patients undergoing hip surgery. MATERIALS AND METHODS Unenhanced abdominal CT performed in 50 patients (29 males, mean/median age 69/72 years) were reviewed. Regions of interest were drawn to assess cross-sectional area (CSA) and attenuation of psoas muscles at L3. These values were correlated with CSA and attenuation of iliopsoas, rectus femoris, sartorius, and tensor fascia latae at the level of the hip, separately on each side. After applying Bonferroni correction for multiple comparisons, statistical significance was set as P < .002. RESULTS Attenuation of each psoas at L3 and ipsilateral hip muscles was significantly correlated (P ≤ .001, r = .491-.754). A significant correlation was observed between CSA of right psoas and ipsilateral muscles (P ≤ .00, r = .432-.525). We observed a significant correlation between CSA of left psoas and ipsilateral rectus femoris, iliopsoas, tensor fascia latae at the apex of the femoral head, and sartorius at the level of the lesser trochanter (P ≤ .001, r = .431-.502). Average time to measure CSA and attenuation of psoas muscles at L3 was 41 s, that of hip muscles was 2 min 12 s. CONCLUSION Measurements of mass and quality of hip muscles are feasible and correlate to those of psoas muscles at L3, being potentially used in future works on the association of sarcopenia and outcomes after hip surgery.
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Affiliation(s)
- Stefania Zannoni
- Scuola di Specializzazione in Radiodiagnostica, Università degli Studi di Milano, Via Festa del Perdono 7, 20122, Milan, Italy
| | - Domenico Albano
- IRCCS Istituto Ortopedico Galeazzi, Via Riccardo Galeazzi 4, 20161, Milan, Italy.
- Sezione di Scienze Radiologiche, Dipartimento di Biomedicina, Neuroscienze e Diagnostica Avanzata, Università degli Studi di Palermo, Via del Vespro 127, 90127, Palermo, Italy.
| | - Maria Laura Jannone
- Scuola di Specializzazione in Radiodiagnostica, Università degli Studi di Milano, Via Festa del Perdono 7, 20122, Milan, Italy
| | - Carmelo Messina
- IRCCS Istituto Ortopedico Galeazzi, Via Riccardo Galeazzi 4, 20161, Milan, Italy
- Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Via Pascal 36, 20133, Milan, Italy
| | - Luca Maria Sconfienza
- IRCCS Istituto Ortopedico Galeazzi, Via Riccardo Galeazzi 4, 20161, Milan, Italy
- Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Via Pascal 36, 20133, Milan, Italy
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Phan EN, Thorpe SW, Wong FS, Saiz AM, Taylor SL, Canter RJ, Lenchik L, Randall RL, Boutin R. Opportunistic muscle measurements on staging chest CT for extremity and truncal soft tissue sarcoma are associated with survival. J Surg Oncol 2020; 122:869-876. [PMID: 32613648 PMCID: PMC8254594 DOI: 10.1002/jso.26077] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Accepted: 06/10/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND OBJECTIVES Computed tomography (CT) measurements of sarcopenia have been proposed as biomarkers associated with outcomes in various cancers and have typically been evaluated at the L3 vertebral level. However, staging imaging for patients with extremity and truncal soft tissue sarcoma (STS) often only includes chest CT imaging which precludes evaluation at L3. Therefore, we sought to evaluate muscle metrics at T12 on standard staging chest CT scans and evaluate for correlation with overall and event-free survival in patients with STS. METHODS CT chest imaging for 89 patients with intermediate and high-grade STS (53 male, 36 female; 58.5 ± 19.0 years old, follow-up 37.4 ± 27.1 months) was reviewed on PACS at T12 for skeletal muscle density (SMD) and skeletal muscle index (SMI). RESULTS Overall survival increased with increased SMD on univariate (hazard ratio [HR] = 0.61 [0.43, 0.86]) and age-adjusted analysis (HR = 0.65 [0.42, 0.89]. Event-free survival also increased with increased SMD in univariate analyses (HR = 0.68 [0.49, 0.95]) but did not maintain significance after adjusting for age (HR = 0.68 [0.43, 1.07]). SMI was not a predictor of overall or event-free survival. CONCLUSIONS Higher SMD measured on routinely obtained staging chest CTs in STS patients is associated with improved survival.
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Affiliation(s)
- Eileen N. Phan
- School of Medicine, University of California, Davis, Sacramento, California
| | - Steven W. Thorpe
- Sarcoma Services, Department of Orthopaedic Surgery, University of California, Davis, Sacramento, California
| | - Felix S. Wong
- Department of Radiology, University of California, Davis, Sacramento, California
| | - Augustine M Saiz
- Department of Orthopaedic Surgery, University of California, Davis, Sacramento, California
| | - Sandra L Taylor
- Department of Public Health Sciences, University of California, Davis, Sacramento, California
| | - Robert J. Canter
- Division of Surgical Oncology, Department of Surgery, University of California, Davis, Sacramento, California
| | - Leon Lenchik
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - R Lor Randall
- Sarcoma Services, Department of Orthopaedic Surgery, University of California, Davis, Sacramento, California
| | - Robert Boutin
- Department of Radiology, Stanford University, Stanford, California
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Value-Added Opportunistic CT: Insights Into Osteoporosis and Sarcopenia. AJR Am J Roentgenol 2020; 215:582-594. [DOI: 10.2214/ajr.20.22874] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Ireland M, Lo W, Villarreal M, Coleman L, Schubauer K, Strassels S, Peters Z, Woodling K, Evans D, Wisler J. Computed Tomography-Measured Psoas Muscle Density as a Predictive Factor for Hypophosphatemia Associated With Refeeding. JPEN J Parenter Enteral Nutr 2020; 45:800-809. [PMID: 32567693 DOI: 10.1002/jpen.1943] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 05/28/2020] [Accepted: 06/08/2020] [Indexed: 01/10/2023]
Abstract
BACKGROUND Initiation of parenteral nutrition (PN) after a period of starvation can be complicated by refeeding syndrome (RFS). RFS is associated with electrolyte abnormalities including hypomagnesemia, hyponatremia, and hypophosphatemia. Risk factors include recent weight loss, low body mass index, and electrolyte deficiencies; however, these associations are not strong. We hypothesized that a validated measure of nutrition risk, computed tomography (CT)-measured psoas muscle density, can be used to predict the development of hypophosphatemia associated with RFS. METHODS A retrospective analysis of surgical patients initiated on PN with an abdominal CT scan within the past 3 months was conducted. CT-measured psoas muscle density was assessed as a predictive variable for the development of electrolyte abnormalities. Daily electrolyte and clinical outcome measures were recorded. RESULTS One hundred nine patients were stratified based on Hounsfield unit average calculation (HUAC). The lowest 25th percentile of patients had HUAC <25. Low HUAC was associated with a significant percent decrease in phosphate levels from baseline to PN day 3 (P < .01) and significant difference in serum phosphate value on PN day 3 (P < .01). The low muscle density quartile also experienced longer days on the mechanical ventilator (P = .01) compared with patients with a higher psoas muscle density. CONCLUSION Psoas muscle density predicted the development of hypophosphatemia in patients initiated on PN. This measurement may aid in identifying patients at highest risk of experiencing RFS. A mean psoas HU <25 may prompt additional precautions, including additional phosphate replacement and slower initiation of PN.
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Affiliation(s)
- Megan Ireland
- Division of Trauma, Critical Care, and Burn, Department of Surgery, The Ohio State University, Columbus, Ohio, USA
| | - Wilson Lo
- Division of Trauma, Critical Care, and Burn, Department of Surgery, The Ohio State University, Columbus, Ohio, USA
| | - Michael Villarreal
- Division of Trauma, Critical Care, and Burn, Department of Surgery, The Ohio State University, Columbus, Ohio, USA
| | - Lisa Coleman
- Division of Trauma, Critical Care, and Burn, Department of Surgery, The Ohio State University, Columbus, Ohio, USA
| | - Kathryn Schubauer
- Division of Trauma, Critical Care, and Burn, Department of Surgery, The Ohio State University, Columbus, Ohio, USA
| | - Scott Strassels
- Center for Surgery Health Assessment, Research, and Policy (SHARP), The Ohio State University, Columbus, Ohio, USA
| | - Zoe Peters
- Division of Trauma, Critical Care, and Burn, Department of Surgery, The Ohio State University, Columbus, Ohio, USA
| | - Karina Woodling
- Division of Trauma, Critical Care, and Burn, Department of Surgery, The Ohio State University, Columbus, Ohio, USA
| | - David Evans
- Division of Trauma, Critical Care, and Burn, Department of Surgery, The Ohio State University, Columbus, Ohio, USA
| | - Jon Wisler
- Division of Trauma, Critical Care, and Burn, Department of Surgery, The Ohio State University, Columbus, Ohio, USA
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CT Phantom Evaluation of 67,392 American College of Radiology Accreditation Examinations: Implications for Opportunistic Screening of Osteoporosis Using CT. AJR Am J Roentgenol 2020; 216:447-452. [PMID: 32755177 DOI: 10.2214/ajr.20.22943] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
OBJECTIVE. The purpose of this study was to investigate whether systematic bias in attenuation measurements occurs among CT scanners made by four major manufacturers and the relevance of this bias regarding opportunistic screening for osteoporosis. MATERIALS AND METHODS. Data on attenuation measurement accuracy were acquired using the American College of Radiology (ACR) accreditation phantom and were evaluated in a blinded fashion for four CT manufacturers (8500 accreditation submissions for manufacturer A; 18,575 for manufacturer B; 8278 for manufacturer C; and 32,039 for manufacturer D). The attenuation value for water, acrylic (surrogate for trabecular bone), and Teflon (surrogate for cortical bone; Chemours) materials for an adult abdominal CT technique (120 kV, 240 mA, standard reconstruction algorithm) was used in the analysis. Differences in attenuation value across all manufacturers were assessed using the Kruskal-Wallis test followed by a post hoc test for pairwise comparisons. RESULTS. The mean attenuation value for water ranged from -0.3 to 2.7 HU, with highly significant differences among all manufacturers (p < 0.001). For the trabecular bone surrogate, differences in attenuation values across all manufacturers were also highly significant (p < 0.001), with mean values of 120.9 (SD, 3.5), 124.6 (3.3), 126.9 (4.4), and 123.9 (3.4) HU for manufacturers A, B, C, and D, respectively. For the cortical bone surrogate, differences in attenuation values across all manufacturers were also highly significant (p < 0.001), with mean values of 939.0 (14.2), 874.3 (13.3), 897.6 (11.3), and 912.7 (13.4) HU for manufacturers A, B, C, and D, respectively. CONCLUSION. CT scanners made by different manufacturers show systematic offsets in attenuation measurement when compared with each other. Knowledge of these off-sets is useful for optimizing the accuracy of opportunistic diagnosis of osteoporosis.
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Amini B, Boyle SP, Boutin RD, Lenchik L. Approaches to Assessment of Muscle Mass and Myosteatosis on Computed Tomography: A Systematic Review. J Gerontol A Biol Sci Med Sci 2020; 74:1671-1678. [PMID: 30726878 DOI: 10.1093/gerona/glz034] [Citation(s) in RCA: 214] [Impact Index Per Article: 42.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2018] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND/OBJECTIVE There is increasing use of computed tomography (CT) in sarcopenia research using a wide variety of techniques. We performed a systematic review of the CT literature to identify the differences between approaches used. METHODS A comprehensive search of PubMed from 1983 to 2017 was performed to identify studies that used CT muscle measurements to assess muscle mass and myosteatosis. The CT protocols were evaluated based on anatomic landmark(s), thresholding, muscle(s) segmented, key measurement (ie, muscle attenuation, cross-sectional area, volume), derived variables, and analysis software. From the described search, 657 articles were identified and 388 studies met inclusion criteria for this systematic review. RESULTS Muscle mass was more commonly assessed than myosteatosis (330 vs. 125). The most commonly assessed muscle or muscle groups were total abdominal wall musculature (142/330 and 49/125 for muscle mass and myosteatosis, respectively) and total thigh musculature (90/330 and 48/125). The most commonly used landmark in the abdomen was the L3 vertebra (123/142 and 45/49 for muscle mass and myosteatosis, respectively). Skeletal muscle index and intermuscular adipose tissue were the most commonly used measures of abdominal wall muscle mass (114/142) and myosteatosis (27/49), respectively. Cut points varied across studies. A significant majority of studies failed to report important CT technical parameters, such as use of intravenous contrast and slice thickness (94% and 63%, respectively). CONCLUSIONS There is considerable variation in the CT approaches used for the assessment of muscle mass and myosteatosis. There is a need to develop consensus for CT-based evaluation of sarcopenia and myosteatosis.
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Affiliation(s)
- Behrang Amini
- Department of Diagnostic Radiology, The University of Texas M.D. Anderson Cancer Center, Houston
| | - Sean P Boyle
- Department of Diagnostic Radiology, University of California, Davis School of Medicine, North Carolina
| | - Robert D Boutin
- Department of Diagnostic Radiology, University of California, Davis School of Medicine, North Carolina
| | - Leon Lenchik
- Department of Diagnostic Radiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
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The impact of sarcopenia on patients undergoing treatment for pancreatic ductal adenocarcinoma. JOURNAL OF PANCREATOLOGY 2020. [DOI: 10.1097/jp9.0000000000000046] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
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Tzeng YH, Wei J, Tsao TP, Lee YT, Lee KC, Liou HR, Sung HJ, Huang KC, Hsiung MC, Yin WH. Computed Tomography-Determined Muscle Quality Rather Than Muscle Quantity Is a Better Determinant of Prolonged Hospital Length of Stay in Patients Undergoing Transcatheter Aortic Valve Implantation. Acad Radiol 2020; 27:381-388. [PMID: 31160174 DOI: 10.1016/j.acra.2019.05.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Revised: 05/07/2019] [Accepted: 05/08/2019] [Indexed: 12/15/2022]
Abstract
RATIONALE AND OBJECTIVES Computed tomography (CT)-determined skeletal muscle measures have been used for predicting postoperative outcomes in patients undergoing transcatheter aortic valve implantation (TAVI). We investigated the impact of CT-determined muscle quantity (measured as psoas muscle area [PMA] and psoas muscle index [PMI]) and quality (measured as psoas muscle density [PMD]) on hospital length of stay (LOS) after TAVI. METHODS We retrospectively identified 182 consecutive patients who underwent TAVI between March 2013 and August 2017 with adequate preprocedural CT imaging. Baseline demographic and clinical data, the Society of Thoracic Surgeons score, the essential frailty toolset (EFT) frailty rating, and precontrast PMD, PMA, and PMI were obtained in all study patients. The primary outcome was prolonged postoperative LOS defined as greater than 14 days. RESULTS Patients with prolonged LOS had a significantly higher Society of Thoracic Surgeons score (p < 0.001) and significantly lower PMD (p < 0.001) than those with LOS ≤14 days. More patients with prolonged LOS had concomitant peripheral vascular disease (p = 0.001), had undergone percutaneous coronary interventions (p = 0.022), and had an EFT score ≥4 (p < 0.001) compared to those without prolonged LOS. Neither PMA (p = 0.123) nor PMI (p = 0.271) were associated with prolonged LOS. Multivariate analysis identified EFT score ≥4, the presence of peripheral vascular disease, and PMD as independent predictors of prolonged LOS. CONCLUSION The precontrast CT-determined muscle quality measurement PMD is a simple and objective predictor of prolonged LOS after TAVI.
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Affiliation(s)
- Yun-Hsuan Tzeng
- Division of Medical Imaging, Health Management Center, Cheng-Hsin General Hospital, Taipei, Taiwan; Faculty of Medicine, National Defense Medical Center, Taipei, Taiwan
| | - Jeng Wei
- Heart Center, Cheng-Hsin General Hospital, No. 45, Zhenxing Street, Beitou District, Taipei, Taiwan; Faculty of Medicine, National Defense Medical Center, Taipei, Taiwan
| | - Tien-Ping Tsao
- Heart Center, Cheng-Hsin General Hospital, No. 45, Zhenxing Street, Beitou District, Taipei, Taiwan; Faculty of Medicine, National Defense Medical Center, Taipei, Taiwan
| | - Yung-Tsai Lee
- Heart Center, Cheng-Hsin General Hospital, No. 45, Zhenxing Street, Beitou District, Taipei, Taiwan; Institute of Microbiology and Immunology, School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Kuo-Chen Lee
- Heart Center, Cheng-Hsin General Hospital, No. 45, Zhenxing Street, Beitou District, Taipei, Taiwan; Faculty of Medicine, National Defense Medical Center, Taipei, Taiwan
| | - Hao-Ren Liou
- Division of Medical Imaging, Health Management Center, Cheng-Hsin General Hospital, Taipei, Taiwan
| | - Hung-Ju Sung
- Division of Medical Imaging, Health Management Center, Cheng-Hsin General Hospital, Taipei, Taiwan
| | - Kuan-Chih Huang
- Heart Center, Cheng-Hsin General Hospital, No. 45, Zhenxing Street, Beitou District, Taipei, Taiwan; Graduate Institute of Clinical Medicine, National Taiwan University, Taipei, Taiwan
| | - Ming-Chon Hsiung
- Heart Center, Cheng-Hsin General Hospital, No. 45, Zhenxing Street, Beitou District, Taipei, Taiwan
| | - Wei-Hsian Yin
- Heart Center, Cheng-Hsin General Hospital, No. 45, Zhenxing Street, Beitou District, Taipei, Taiwan; Faculty of Medicine, National Yang-Ming University, Taipei, Taiwan.
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Keddar M, Muylle T, Carrie E, Trefois P, Nachit M, Crott R, Christiaens C, Bammens B, Jadoul M, Goffin E, Morelle J. Non-invasive Quantification of Fat Deposits in Skeletal Muscle Predicts Cardiovascular Outcome in Kidney Failure. Front Physiol 2020; 11:130. [PMID: 32161551 PMCID: PMC7053428 DOI: 10.3389/fphys.2020.00130] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 02/06/2020] [Indexed: 12/18/2022] Open
Abstract
Fat accumulation in skeletal muscle was recently established as a major risk factor for cardiovascular disease (CVD) in the general population, but its relevance for patients with kidney failure is unknown. Here we examined the potential association between muscle radiation attenuation (MRA), a non-invasive indicator of fat deposits in muscle, and cardiovascular events in patients with kidney failure treated with peritoneal dialysis (PD) and investigated dynamic changes and determinants of MRA in this population. We retrospectively assessed MRA on computed tomography images collected yearly in 101 incident patients with kidney failure starting PD between January 2006 and December 2015. After a median of 21 months on dialysis, 34 patients had 58 non-fatal cardiovascular events, and 22 patients had died. Baseline MRA was associated with cardiovascular events during time on dialysis, and patients with higher MRA (reflecting lower amounts of fat in muscle) showed a reduced incidence of CVD, independently of traditional risk factors (adjusted HR, 0.91; 95% CI, 0.86-0.97, P = 0.006). Multivariate regression analysis identified old age, female gender, visceral fat area, and low residual urine volume as independent determinants of MRA. As compared with reference values from a healthy population, patients with kidney failure had lower MRA (i.e., increased fat accumulation), independently of age, gender, and body-mass index. The subset of patients who underwent kidney transplantation showed a significant increase in MRA after restoration of kidney function. These observations expand the association between ectopic fat accumulation and CVD to the population on dialysis, and suggest that kidney failure is reversibly associated with fatty muscle infiltration.
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Affiliation(s)
- Mehdi Keddar
- Division of Nephrology, Cliniques Universitaires Saint-Luc, Brussels, Belgium.,Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
| | - Thibaut Muylle
- Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium.,Department of Medical Imaging, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Emmanuelle Carrie
- Division of Nephrology, Cliniques Universitaires Saint-Luc, Brussels, Belgium.,Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
| | - Pierre Trefois
- Department of Medical Imaging, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Maxime Nachit
- Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium.,Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | | | - Claudine Christiaens
- Department of Nephrology and Renal Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Bert Bammens
- Department of Nephrology and Renal Transplantation, University Hospitals Leuven, Leuven, Belgium.,Department of Microbiology and Immunology, Nephrology and Renal Transplantation Research Group, KU Leuven, Leuven, Belgium
| | - Michel Jadoul
- Division of Nephrology, Cliniques Universitaires Saint-Luc, Brussels, Belgium.,Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
| | - Eric Goffin
- Division of Nephrology, Cliniques Universitaires Saint-Luc, Brussels, Belgium.,Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
| | - Johann Morelle
- Division of Nephrology, Cliniques Universitaires Saint-Luc, Brussels, Belgium.,Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
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Tankel J, Yellinek S, Vainberg E, David Y, Greenman D, Kinross J, Reissman P. Sarcopenia defined by muscle quality rather than quantity predicts complications following laparoscopic right hemicolectomy. Int J Colorectal Dis 2020; 35:85-94. [PMID: 31776699 DOI: 10.1007/s00384-019-03423-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/29/2019] [Indexed: 02/04/2023]
Abstract
PURPOSE While sarcopenia has prognostic value in elective colorectal surgery for predicting peri-operative morbidity and mortality, its role in elective laparoscopic surgery is poorly defined. METHODS A retrospective single-center analysis of patients undergoing elective laparoscopic right hemicolectomy for adenocarcinoma between January 2010 and December 2016. Univariate analysis compared the robustness of total psoas index (TPI) with Hounsfield unit average calculation (HUAC) calculated from pre-operative CT imaging in predicting post-operative complications. Multivariate analysis compared these measures with American Society of Anesthesiologists (ASA) grade and Charlson scores in predicting post-operative complications. RESULTS Of the 580 patients identified, 185 met the inclusion criteria (91 males and 94 females, with a median age of 68). Using TPI and HUAC, 46 and 44 patients respectively were identified as sarcopenic, including 18 patients that were identified by both measures. HUAC-defined sarcopenia was significantly associated with pre-operative comorbidities, peri-operative mortality, and a greater incidence of respiratory, cardiac, and serious post-operative complications (Clavien-Dindo ≥ 3). Those with HUAC-defined sarcopenia aged > 75 were at particular risk of morbidity (OR 5.52, p = 0.002). No such relationships were found with TPI-defined sarcopenia. Only HUAC remained predictive of post-operative complications on multivariate analysis. CONCLUSION Sarcopenia is a novel methodology for stratifying surgical risk in elective colorectal cancer surgery. HUAC has a high prognostic accuracy for the prediction of complications following laparoscopic colorectal surgery compared with TPI, ASA grade, and Charlson score.
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Affiliation(s)
- James Tankel
- Department of General Surgery, Shaare Zedek Medical Center, The Hebrew University School of Medicine, 12 Shmeul Bait Street, 9103102, Jerusalem, Israel. .,Department of Surgery and Cancer, Imperial College Healthcare Trust, St Mary's Hospital, Praed Street, London, W2 1NY, UK.
| | - Shlomo Yellinek
- Department of General Surgery, Shaare Zedek Medical Center, The Hebrew University School of Medicine, 12 Shmeul Bait Street, 9103102, Jerusalem, Israel
| | - Elena Vainberg
- Department of Radiology, Shaare Zedek Medical Center, The Hebrew University School of Medicine, 12 Shmeul Bait Street, 9103102, Jerusalem, Israel
| | - Yotam David
- Department of General Surgery, Shaare Zedek Medical Center, The Hebrew University School of Medicine, 12 Shmeul Bait Street, 9103102, Jerusalem, Israel
| | - Dmitry Greenman
- Department of General Surgery, Shaare Zedek Medical Center, The Hebrew University School of Medicine, 12 Shmeul Bait Street, 9103102, Jerusalem, Israel.,Department of Anesthesiology, Perioperative Medicine and Pain Treatment, Shaare Zedek Medical Center, The Hebrew Univeristy School of Medicine, 12 Shmeul Bait Street, 9103102, Jerusalem, Israel
| | - James Kinross
- Department of Surgery and Cancer, Imperial College Healthcare Trust, St Mary's Hospital, Praed Street, London, W2 1NY, UK
| | - Petachia Reissman
- Department of General Surgery, Shaare Zedek Medical Center, The Hebrew University School of Medicine, 12 Shmeul Bait Street, 9103102, Jerusalem, Israel
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