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Montcusí B, Madrid-Gambin F, Pozo ÓJ, Marco S, Marin S, Mayol X, Pascual M, Alonso S, Salvans S, Jiménez-Toscano M, Cascante M, Pera M. Circulating metabolic markers after surgery identify patients at risk for severe postoperative complications: a prospective cohort study in colorectal cancer. Int J Surg 2024; 110:1493-1501. [PMID: 38116682 PMCID: PMC10942180 DOI: 10.1097/js9.0000000000000965] [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: 06/18/2023] [Accepted: 11/21/2023] [Indexed: 12/21/2023]
Abstract
BACKGROUND Early detection of postoperative complications after colorectal cancer (CRC) surgery is associated with improved outcomes. The aim was to investigate early metabolomics signatures capable to detect patients at risk for severe postoperative complications after CRC surgery. MATERIALS AND METHODS Prospective cohort study of patients undergoing CRC surgery from 2015 to 2018. Plasma samples were collected before and after surgery, and analyzed by mass spectrometry obtaining 188 metabolites and 21 ratios. Postoperative complications were registered with Clavien-Dindo Classification and Comprehensive Complication Index. RESULTS One hundred forty-six patients were included. Surgery substantially modified metabolome and metabolic changes after surgery were quantitatively associated with the severity of postoperative complications. The strongest positive relationship with both Clavien-Dindo and Comprehensive Complication Index (β=4.09 and 63.05, P <0.001) corresponded to kynurenine/tryptophan, against an inverse relationship with lysophosphatidylcholines (LPCs) and phosphatidylcholines (PCs). Patients with LPC18:2/PCa36:2 below the cut-off 0.084 µM/µM resulted in a sevenfold higher risk of major complications (OR=7.38, 95% CI: 2.82-21.25, P <0.001), while kynurenine/tryptophan above 0.067 µM/µM a ninefold (OR=9.35, 95% CI: 3.03-32.66, P <0.001). Hexadecanoylcarnitine below 0.093 µM displayed a 12-fold higher risk of anastomotic leakage-related complications (OR=11.99, 95% CI: 2.62-80.79, P =0.004). CONCLUSION Surgery-induced phospholipids and amino acid dysregulation is associated with the severity of postoperative complications after CRC surgery, including anastomotic leakage-related outcomes. The authors provide quantitative insight on metabolic markers, measuring vulnerability to postoperative morbidity that might help guide early decision-making and improve surgical outcomes.
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Affiliation(s)
- Blanca Montcusí
- Department of Surgery, Section of Colon and Rectal Surgery, Hospital del Mar
- Colorectal Neoplasms Clinical and Translational Research Group
- Applied Metabolomics Research Group, Hospital del Mar Medical Research Institute (IMIM)
- Department of Surgery, Faculty of Medicine, Universitat de Barcelona (UB)
| | - Francisco Madrid-Gambin
- Applied Metabolomics Research Group, Hospital del Mar Medical Research Institute (IMIM)
- Signal and Information Processing for Sensing Systems, Institute for Bioengineering of Catalonia (IBEC), The Barcelona Institute of Science and Technology
| | - Óscar J Pozo
- Applied Metabolomics Research Group, Hospital del Mar Medical Research Institute (IMIM)
| | - Santiago Marco
- Signal and Information Processing for Sensing Systems, Institute for Bioengineering of Catalonia (IBEC), The Barcelona Institute of Science and Technology
- Department of Electronics and Biomedical Engineering, Faculty of Physics
| | - Silvia Marin
- Department of Biochemistry and Molecular Biomedicine, Faculty of Biology
- Institute of Biomedicine, Universitat de Barcelona (UB)
- CIBER of Hepatic and Digestive Diseases (CIBEREHD), Institute of Health Carlos III (ISCIII), Madrid, Spain
| | - Xavier Mayol
- Colorectal Neoplasms Clinical and Translational Research Group
| | - Marta Pascual
- Department of Surgery, Section of Colon and Rectal Surgery, Hospital del Mar
- Colorectal Neoplasms Clinical and Translational Research Group
| | - Sandra Alonso
- Department of Surgery, Section of Colon and Rectal Surgery, Hospital del Mar
- Colorectal Neoplasms Clinical and Translational Research Group
| | - Silvia Salvans
- Department of Surgery, Section of Colon and Rectal Surgery, Hospital del Mar
- Colorectal Neoplasms Clinical and Translational Research Group
| | - Marta Jiménez-Toscano
- Department of Surgery, Section of Colon and Rectal Surgery, Hospital del Mar
- Colorectal Neoplasms Clinical and Translational Research Group
| | - Marta Cascante
- Department of Biochemistry and Molecular Biomedicine, Faculty of Biology
- Institute of Biomedicine, Universitat de Barcelona (UB)
- CIBER of Hepatic and Digestive Diseases (CIBEREHD), Institute of Health Carlos III (ISCIII), Madrid, Spain
| | - Miguel Pera
- Department of Surgery, Section of Colon and Rectal Surgery, Hospital del Mar
- Colorectal Neoplasms Clinical and Translational Research Group
- Department of Surgery, Faculty of Medicine, Universitat de Barcelona (UB)
- Department of General and Digestive Surgery, Institut of Digestive and Metabolic Diseases, Hospital Clínic, Barcelona
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Diana Zhang J, Baker MJ, Liu Z, Mohibul Kabir KM, Kolachalama VB, Yates DH, Donald WA. Medical diagnosis at the point-of-care by portable high-field asymmetric waveform ion mobility spectrometry: a systematic review and meta-analysis. J Breath Res 2021; 15:10.1088/1752-7163/ac135e. [PMID: 34252887 PMCID: PMC10422980 DOI: 10.1088/1752-7163/ac135e] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 07/12/2021] [Indexed: 12/30/2022]
Abstract
Non-invasive medical diagnosis by analysing volatile organic compounds (VOCs) at the point-of-care is becoming feasible owing to recent advances in portable instrumentation. A number of studies have assessed the performance of a state-of-the-art VOC analyser (micro-chip high-field asymmetric waveform ion mobility spectrometry, FAIMS) for medical diagnosis. However, a comprehensive meta-analysis is needed to investigate the overall diagnostic performance of these novel methods across different medical conditions. An electronic search was performed using the CAplus and MEDLINE database through the SciFinder platform. The review identified a total of 23 studies and 2312 individuals. Eighteen studies were used for meta-analysis. A pooled analysis found an overall sensitivity of 80% (95% CI, 74%-85%,I2= 62%), and specificity of 78% (95% CI, 70%-84%,I2= 80%), which corresponds to the overall diagnostic performance of micro-chip FAIMS across many different medical conditions. The diagnostic accuracy was particularly high for coeliac and inflammatory bowel disease (sensitivity and specificity from 74% to 97%). The overall diagnostic performance was similar across breath, urine, and faecal matrices with sparse logistic regression and random forests algorithms resulting in higher diagnostic accuracy. Sources of variability likely arise from differences in sample storage, sampling protocol, method of data analysis, type of disease, sample matrix, and potentially to clinical and disease factors. The results of this meta-analysis indicate that micro-chip FAIMS is a promising candidate for disease screening at the point-of-care, particularly for gastroenterology diseases. This review provides recommendations that should improve the techniques relevant to diagnostic accuracy of future VOC and point-of-care studies.
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Affiliation(s)
- J Diana Zhang
- School of Chemistry, University of New South Wales, Sydney, Australia
| | - Merryn J Baker
- School of Chemistry, University of New South Wales, Sydney, Australia
| | - Zhixin Liu
- Stats Central, University of New South Wales, Sydney, Australia
| | - K M Mohibul Kabir
- School of Chemistry, University of New South Wales, Sydney, Australia
| | - Vijaya B Kolachalama
- Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, Boston, MA, USA; Department of Computer Science and Faculty of Computing and Data Sciences, Boston University, Boston, MA, United States of America
| | - Deborah H Yates
- Department of Thoracic Medicine, St Vincent’s Hospital and St Vincent’s Clinical School, UNSW Sydney, Sydney, Australia
| | - William A Donald
- School of Chemistry, University of New South Wales, Sydney, Australia
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Plat VD, Voeten DM, Daams F, van der Peet DL, Straatman J. C-reactive protein after major abdominal surgery in daily practice. Surgery 2021; 170:1131-1139. [PMID: 34024474 DOI: 10.1016/j.surg.2021.04.025] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Revised: 03/24/2021] [Accepted: 04/23/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND Infectious complications are frequently encountered after abdominal surgery. Early recognition, diagnosis, and subsequent timely treatment is the single most important denominator of postoperative outcome. This study prospectively addressed the predictive value of routine assessment of C-reactive protein levels as an early marker for infectious complications after major abdominal surgery. METHODS Consecutive patients undergoing major abdominal surgery between November 2015 and November 2019 were prospectively enrolled. Routine C-reactive protein measurements were implemented on postoperative days 3, 4, and 5, and additional computed tomography examinations were performed on demand. The primary endpoint was the occurrence of Clavien-Dindo grade III or higher infectious complications. RESULTS Of 350 patients, 71 (20.3%) experienced a major infectious complication, and median time to diagnosis was 7 days. C-reactive protein levels were significantly higher in patients with major infectious complications compared to minor or no infectious complications. The optimal cut-off was calculated for each postoperative day, being 175 mg/L on day 3, 130 mg/L on day 4, and 144 mg/L on day 5, and corresponding sensitivities, specificities, and positive and negative predictive values were over 80%, 65%, 40%, and 92% respectively. Alternative safe discharge cut-offs were calculated at 105 mg/L, 71 mg/L and 63 mg/L on days 3, 4, and 5, respectively, each having a negative predictive value of over 97%. CONCLUSION The C-reactive protein cut-offs provided in this study can be used as a discharge criterion or to select patients that might require an invasive intervention due to infectious complications. These diagnostic criteria can easily be implemented in daily surgical practice.
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Affiliation(s)
- Victor D Plat
- Department of Gastrointestinal surgery, Amsterdam UMC, VU University Medical Center, The Netherlands.
| | - Daan M Voeten
- Department of Gastrointestinal surgery, Amsterdam UMC, VU University Medical Center, The Netherlands
| | - Freek Daams
- Department of Gastrointestinal surgery, Amsterdam UMC, VU University Medical Center, The Netherlands
| | - Donald L van der Peet
- Department of Gastrointestinal surgery, Amsterdam UMC, VU University Medical Center, The Netherlands
| | - Jennifer Straatman
- Department of Gastrointestinal surgery, Amsterdam UMC, VU University Medical Center, The Netherlands
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Plat VD, Derikx JPM, Jongen AC, Nielsen K, Sonneveld DJA, Tersteeg JJC, Crolla RMPH, van Dam DA, Cense HA, de Meij TGJ, Tuynman JB, de Boer NKH, Daams F. Diagnostic accuracy of urinary intestinal fatty acid binding protein in detecting colorectal anastomotic leakage. Tech Coloproctol 2020; 24:449-454. [PMID: 32107682 DOI: 10.1007/s10151-020-02163-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Accepted: 02/05/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND Anastomotic leakage (AL) remains a severe complication following colorectal surgery, having a negative impact on both short- and long-term outcomes. Since timely detection could enable early intervention, there is a need for the development of novel and accurate, preferably, non-invasive markers. The aim of this study was to investigate whether urinary intestinal fatty acid binding protein (I-FABP) could serve as such a marker. METHODS This prospective multicenter cross-sectional phase two diagnostic study was conducted at four centers in the Netherlands between March 2015 and November 2016. Urine samples of 15 patients with confirmed colorectal AL and 19 patients without colorectal AL on postoperative day 3 were included. Urinary I-FABP levels were determined using enzyme-linked immunosorbent assays and adjusted for urinary creatinine to compensate for renal dysfunction. RESULTS Urinary I-FABP levels were significantly elevated in patients with confirmed AL compared to patients without AL on postoperative day 3 (median: 2.570 ng/ml vs 0.809 ng/ml, p = 0.006). The area under the receiver operating characteristics curve (AUROC) was 0.775, yielding a sensitivity of 80% and specificity of 74% at the optimal cutoff point (> 1.589 ng/ml). This difference remained significant after calculation of I-FABP/creatinine ratios (median: 0.564 ng/µmol vs. 0.158 ng/µmol, p = 0.040), with an AUROC of 0.709, sensitivity of 60% and specificity of 90% at the optimal cutoff point (> 0.469 ng/µmol). CONCLUSIONS Levels of urinary I-FABP and urinary I-FABP/creatinine were significantly elevated in patients with confirmed AL following colorectal surgery, suggesting their potential as a non-invasive biomarker for colorectal anastomotic leakage.
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Affiliation(s)
- V D Plat
- Department of Gastrointestinal Surgery, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, ZH 7F020, 1081 HV, Amsterdam, The Netherlands.
| | - J P M Derikx
- Department of Pediatric Surgery, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam and VU University Medical Center, Amsterdam, The Netherlands
| | - A C Jongen
- Department of Gastrointestinal Surgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - K Nielsen
- Department of Gastrointestinal Surgery, Dijklander ziekenhuis, Hoorn, The Netherlands
| | - D J A Sonneveld
- Department of Gastrointestinal Surgery, Dijklander ziekenhuis, Hoorn, The Netherlands
| | - J J C Tersteeg
- Department of Gastrointestinal Surgery, Amphia ziekenhuis, Breda, The Netherlands
| | - R M P H Crolla
- Department of Gastrointestinal Surgery, Amphia ziekenhuis, Breda, The Netherlands
| | - D A van Dam
- Department of Gastrointestinal Surgery, Rode Kruis Ziekenhuis, Beverwijk, The Netherlands
| | - H A Cense
- Department of Gastrointestinal Surgery, Rode Kruis Ziekenhuis, Beverwijk, The Netherlands
| | - T G J de Meij
- Department of Pediatric Gastroenterology and Hepatology, Amsterdam UMC, VU University Medical Center, Amsterdam, The Netherlands
| | - J B Tuynman
- Department of Gastrointestinal Surgery, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, ZH 7F020, 1081 HV, Amsterdam, The Netherlands
| | - N K H de Boer
- Department of Gastroenterology and Hepatology, Amsterdam UMC, VU University Medical Center, Amsterdam, The Netherlands
| | - F Daams
- Department of Gastrointestinal Surgery, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, ZH 7F020, 1081 HV, Amsterdam, The Netherlands
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