Unveiling the intrinsic role of malnutrition in patients with Crohn’s disease undergoing major surgery using <i>entropy balancing</i> weighting analysis
The negative role of malnutrition in patients with Crohn's disease is known; however, many coexisting disease-related factors could cause misinterpretation of the real culprit. This study aimed to describe the role of malnutrition using a novel methodology, <i>entropy balancing.</i> This was a retrospective analysis of consecutive patients undergoing elective major surgery for Crohn's disease, preoperatively screened following the European Society for Clinical Nutrition guidelines. Two-step <i>entropy balancing</i> was applied to the group of malnourished patients to obtain an equal cohort having a null or low risk of malnutrition. The first reweighting homogenised the cohorts for non-modifiable confounding factors. The second reweighting matched the two groups for modifiable nutritional factors, assuming successful treatment of malnutrition. The <i>entropy balancing</i> was evaluated using the <i>d</i>-value. Postoperative results are reported as mean difference or OR, with a 95 % CI. Of the 183 patients, 69 (37·7 %) were at moderate/high risk for malnutrition. The malnourished patients had lower BMI (<i>d</i> = 1·000), Hb (<i>d</i> = 0·715), serum albumin (<i>d</i> = 0·981), a higher lymphocyte count (<i>d</i> = 0·124), Charlson Comorbidity Index (<i>d</i> = 0·257), American Society of Anaesthesiologists (<i>d</i> = 0·327) and Harvey-Bradshaw scores (d = 0·696). Protective loop ileostomy was more frequently performed (<i>d</i> = 0·648) in the malnourished group. After the first reweighting, malnourished patients experienced a prolonged length of stay (mean difference = 1·9; 0·11, 3·71, days), higher overall complication rate (OR 4·42; 1·39, 13·97) and higher comprehensive complication index score (mean difference = 8·9; 2·2 15·7). After the second reweighting, the postoperative course of the two groups was comparable. <i>Entropy balancing</i> showed the independent role of preoperative malnutrition and the possible advantages obtainable from a pre-habilitation programme in Crohn's disease patients awaiting surgery.
Authors
- Giacomo Frascaroli (ORCID: https://orcid.org/0000-0002-9235-9744)
- Giampaolo Ugolini (ORCID: https://orcid.org/0000-0001-6851-767X)
- Giovanni Taffurelli (ORCID: https://orcid.org/0000-0003-3455-7723)
- Isacco Montroni (ORCID: https://orcid.org/0000-0002-3769-8428)
- Federico Mazzotti (ORCID: https://orcid.org/0000-0002-4590-3540)
- Davide Zattoni (ORCID: https://orcid.org/0000-0001-7796-1262)
- Federico Ghignone (ORCID: https://orcid.org/0000-0003-4932-0980)
Institutions
- Ospedale "Santa Maria delle Croci" di Ravenna (IT)
- University of Bologna (IT)
Publication Details
- Journal
- British Journal Of Nutrition
- Published
- 2024-10-28
- DOI
- https://doi.org/10.1017/s000711452400240x
- Citations
- 1
- Primary Topic
- Nutrition and Health in Aging
- Type
- article
- Field-Weighted Citation Impact
- 0.33