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Zheng Y, Li JH, Liao SY, Fu YM, Zhang YJ, Lin JL, Chen XB, Sha WH, Dai SX, Ma WJ. Joint Detection of Serum Vitamin D, Body Mass Index, and Tumor Necrosis Factor Alpha for the Diagnosis of Crohn's Disease. Curr Med Sci 2023:10.1007/s11596-023-2741-6. [PMID: 37249734 DOI: 10.1007/s11596-023-2741-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 09/16/2022] [Indexed: 05/31/2023]
Abstract
OBJECTIVE Vitamin D (VD) deficiency was reported to contribute to the progression of Crohn's disease (CD) and affect the prognosis of CD patients. This study investigated the role of serum VD, body mass index (BMI), and tumor necrosis factor alpha (TNF-α) in the diagnosis of Crohn's disease. METHODS CD patients (n=76) and healthy subjects (n=76) were enrolled between May 2019 and December 2020. The serum 25-hydroxyvitamin D [25(OH)D] levels, BMI, and TNF-α levels, together with other biochemical parameters, were assessed before treatment. The diagnostic efficacy of the single and joint detection of serum 25(OH)D, BMI, and TNF-α was determined using receiver operating characteristic (ROC) curves. RESULTS The levels of 25(OH) D, BMI, and nutritional indicators, including hemoglobin, total protein, albumin, and high-density lipoprotein cholesterol, were much lower, and the TNF-α levels were much higher in the CD patients than in the healthy subjects (P<0.05 for all). The areas under the ROC curve for the single detection of 25(OH)D, BMI, and TNF-α were 0.887, 0.896, and 0.838, respectively, with the optimal cutoff values being 20.64 ng/mL, 19.77 kg/m2, and 6.85 fmol/mL, respectively. The diagnostic efficacy of the joint detection of 25(OH)D, BMI, and TNF-α was the highest, with an area under the ROC curve of 0.988 (95%CI: 0.968-1.000). CONCLUSION The joint detection of 25(OH)D, TNF-α, and BMI showed high sensitivity, specificity, and accuracy in CD diagnosis; thus, it would be effective for the diagnosis of CD in clinical practice.
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Affiliation(s)
- Ying Zheng
- Department of Nutrition, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, 510080, China
| | - Jing-Hong Li
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510080, China
| | - Shan-Ying Liao
- Department of Gastroenterology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, 510080, China
| | - Yi-Ming Fu
- The First School of Clinical Medicine & Nanfang Hospital, Southern Medical University, Guangzhou, 510080, China
| | - Yan-Jun Zhang
- Department of Nutrition, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, 510080, China
| | - Jun-Long Lin
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510080, China
| | - Xin-Bin Chen
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510080, China
| | - Wei-Hong Sha
- Department of Gastroenterology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, 510080, China.
| | - Shi-Xue Dai
- Department of Gastroenterology, Guangdong Provincial Geriatrics Institute, National Key Clinical Specialty, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, 510080, China.
| | - Wen-Jun Ma
- Department of Nutrition, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, 510080, China.
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Li Y, Pan J, Zhou N, Fu D, Lian G, Yi J, Peng Y, Liu X. A random forest model predicts responses to infliximab in Crohn's disease based on clinical and serological parameters. Scand J Gastroenterol 2021; 56:1030-1039. [PMID: 34304688 DOI: 10.1080/00365521.2021.1939411] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Infliximab (IFX) has revolutionised the treatment for Crohn's disease (CD) recently, while a part of patients show no response to it at the end of the induction period. We developed a random forest-based prediction tool to predict the response to IFX in CD patients. METHODS This observational study retrospectively enrolled the patients diagnosed with active CD and received IFX treatment at the Gastroenterology Department in Xiangya Hospital of Central South University between January 2017 and December 2019. The baseline data were recorded in the beginning and were used as predictor variables to construct models to forecast the outcome of the response to IFX. RESULTS Our cohort identified a total of 174 patients finally with a response rate of 29.3% (51/174). The area under the receiver operating characteristic curve (AUC) for the model, based on the random forest was 0.90 (95%CI: 0.82-0.98), compared to the logistic regression model with AUC of 0.68 (95%CI: 0.52-0.85). The optimal cut-off value of the random forest model was 0.34 with the specificity of 0.94, the sensitivity of 0.81 and the accuracy of 0.85. We demonstrated a strong association of IFX response with the levels of complement C3 (C3), high density lipoprotein, serum albumin, Controlling Nutritional Status (CONUT) score and visceral fat area/subcutaneous fat area ratio (VSR). CONCLUSION A novel random forest model using the clinical and serological parameters of baseline data was established to identify CD patients with baseline inflammation to achieve IFX response. This model could be valuable for physicians, patients and insurers, which allows individualised therapy.
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Affiliation(s)
- Yong Li
- Department of Gastroenterology, Xiangya Hospital, Central South University, Changsha, China
| | - Jianfeng Pan
- Department of Gastroenterology, Xiangya Hospital, Central South University, Changsha, China
| | - Nan Zhou
- Department of Gastroenterology, Xiangya Hospital, Central South University, Changsha, China
| | - Dongni Fu
- Department of Gastroenterology, Xiangya Hospital, Central South University, Changsha, China
| | - Guanghui Lian
- Department of Gastroenterology, Xiangya Hospital, Central South University, Changsha, China
| | - Jun Yi
- Department of Gastroenterology, Xiangya Hospital, Central South University, Changsha, China
| | - Yu Peng
- Department of Gastroenterology, Xiangya Hospital, Central South University, Changsha, China
| | - Xiaowei Liu
- Department of Gastroenterology, Xiangya Hospital, Central South University, Changsha, China.,Hunan International Scientific and Technological Cooperation Base of Artificial Intelligence Computer Aided Diagnosis and Treatment for Digestive Disease, Xiangya Hospital, Central South University, Changsha, China
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Santarpia L, Alfonsi L, Castiglione F, Pagano MC, Cioffi I, Rispo A, Sodo M, Contaldo F, Pasanisi F. Nutritional Rehabilitation in Patients with Malnutrition Due to Crohn's Disease. Nutrients 2019; 11:nu11122947. [PMID: 31817074 PMCID: PMC6950059 DOI: 10.3390/nu11122947] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 11/15/2019] [Accepted: 11/21/2019] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Crohn's disease (CD) is a chronic inflammatory bowel disease frequently associated with malabsorption and secondary protein-energy malnutrition (PEM). METHODS Biochemical and clinical data of 63 (34 females, 29 males) patients with PEM due to CD sent to our outpatient unit for nutritional evaluation were retrospectively analyzed. Patients were divided into two groups, according to disease activity. Thirty-eight patients (group A) had the active disease, and 25 patients (group B) suffered from malabsorption resulting from past intestinal resections due to CD. After a physical and hemato-biochemical evaluation at the first visit, all patients received disease-specific personalized dietetic indications. When indicated, oral nutritional supplements, oral/parenteral vitamins, micronutrients, and electrolytes, up to parenteral nutrition, were prescribed. RESULTS After 1, 3, and 6 months of nutritional therapy, body weight, body mass index (BMI), and serum butyryl-cholinesterase significantly improved in both groups. In 8 out of 13 (61.5%) patients with a cutaneous stoma, intestinal continuity was restored. CONCLUSIONS This study confirms the effectiveness of nutritional rehabilitation and provides information on the time required for nutritional treatment in patients with CD, both during the acute phase and after malabsorption due to intestinal resection.
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Affiliation(s)
- Lidia Santarpia
- Internal Medicine and Clinical Nutrition Unit, Department of Clinical Medicine and Surgery, Federico II University Hospital of Naples, Via Pansini, 5, 80131 Naples, Italy; (L.A.); (M.C.P.); (I.C.); (F.C.); (F.P.)
- Correspondence: ; Tel./Fax: +39-081-746-2333
| | - Lucia Alfonsi
- Internal Medicine and Clinical Nutrition Unit, Department of Clinical Medicine and Surgery, Federico II University Hospital of Naples, Via Pansini, 5, 80131 Naples, Italy; (L.A.); (M.C.P.); (I.C.); (F.C.); (F.P.)
| | - Fabiana Castiglione
- Gastroenterology Unit, Department of Clinical Medicine and Surgery, Federico II University Hospital of Naples, Via Pansini, 5, 80131 Naples, Italy; (F.C.); (A.R.)
| | - Maria Carmen Pagano
- Internal Medicine and Clinical Nutrition Unit, Department of Clinical Medicine and Surgery, Federico II University Hospital of Naples, Via Pansini, 5, 80131 Naples, Italy; (L.A.); (M.C.P.); (I.C.); (F.C.); (F.P.)
| | - Iolanda Cioffi
- Internal Medicine and Clinical Nutrition Unit, Department of Clinical Medicine and Surgery, Federico II University Hospital of Naples, Via Pansini, 5, 80131 Naples, Italy; (L.A.); (M.C.P.); (I.C.); (F.C.); (F.P.)
| | - Antonio Rispo
- Gastroenterology Unit, Department of Clinical Medicine and Surgery, Federico II University Hospital of Naples, Via Pansini, 5, 80131 Naples, Italy; (F.C.); (A.R.)
| | - Maurizio Sodo
- General and Transplantation Surgery, Department of Public Health, Federico II University Hospital, 80131 Naples, Italy;
| | - Franco Contaldo
- Internal Medicine and Clinical Nutrition Unit, Department of Clinical Medicine and Surgery, Federico II University Hospital of Naples, Via Pansini, 5, 80131 Naples, Italy; (L.A.); (M.C.P.); (I.C.); (F.C.); (F.P.)
| | - Fabrizio Pasanisi
- Internal Medicine and Clinical Nutrition Unit, Department of Clinical Medicine and Surgery, Federico II University Hospital of Naples, Via Pansini, 5, 80131 Naples, Italy; (L.A.); (M.C.P.); (I.C.); (F.C.); (F.P.)
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Sigall-Boneh R, Levine A, Lomer M, Wierdsma N, Allan P, Fiorino G, Gatti S, Jonkers D, Kierkus J, Katsanos KH, Melgar S, Yuksel ES, Whelan K, Wine E, Gerasimidis K. Research Gaps in Diet and Nutrition in Inflammatory Bowel Disease. A Topical Review by D-ECCO Working Group [Dietitians of ECCO]. J Crohns Colitis 2017; 11:1407-1419. [PMID: 28961811 DOI: 10.1093/ecco-jcc/jjx109] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Accepted: 08/04/2017] [Indexed: 02/06/2023]
Abstract
Although the current doctrine of IBD pathogenesis proposes an interaction between environmental factors and gut microbiota in genetically susceptible individuals, dietary exposures have attracted recent interest and are, at least in part, likely to explain the rapid rise in disease incidence and prevalence. The D-ECCO working group along with other ECCO experts with expertise in nutrition, microbiology, physiology, and medicine reviewed the evidence investigating the role of diet and nutritional therapy in the onset, perpetuation, and management of IBD. A narrative topical review is presented where evidence pertinent to the topic is summarised collectively under three main thematic domains: i] the role of diet as an environmental factor in IBD aetiology; ii] the role of diet as induction and maintenance therapy in IBD; and iii] assessment of nutritional status and supportive nutritional therapy in IBD. A summary of research gaps for each of these thematic domains is proposed, which is anticipated to be agenda-setting for future research in the area of diet and nutrition in IBD.
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Affiliation(s)
- Rotem Sigall-Boneh
- PIBD Research Center, Pediatric Gastroenterology and Nutrition Unit, Edith Wolfson Medical Center, Israel
| | - Arie Levine
- Paediatric Gastroenterology & Nutrition Unit, Wolfson Medical Center, Tel Aviv University, Israel
| | - Miranda Lomer
- Department of Nutrition and Dietetics, Guy's and St Thomas' NHS Foundation Trust and King's College London, UK
| | - Nicolette Wierdsma
- Department of Nutrition and Dietetics, VU University Medical Centre, The Netherlands
| | - Philip Allan
- Department of Translational Gastroenterology, John Radcliffe Hospital, UK
| | - Gionata Fiorino
- Department of Gastroenterology, IBD Center, Humanitas Research Hospital, Italy
| | - Simona Gatti
- Department of Paediatrics, Polytechnic University of Marche, Italy
| | - Daisy Jonkers
- Division Gastroenterology-Hepatology, Department of Internal Medicine, NUTRIM School for Nutrition and Translational Research in Metabolism, The Netherlands
| | - Jaroslaw Kierkus
- Department of Gastroenterology, Hepatology, Feeding Disorders and Pediatrics, Children's Memorial Health Institute, Poland
| | - Konstantinos H Katsanos
- Department of Gastroenterology and Hepatology, University and Medical School of Ioannina, Greece
| | - Silvia Melgar
- APC Microbiome Institute, University College Cork, Ireland
| | - Elif Saritas Yuksel
- Department of Gastroenterology, Izmir Katip Celebi University Ataturk Teaching and Research Hospital, Turkey
| | - Kevin Whelan
- King's College London, Division of Diabetes and Nutritional Sciences, UK
| | - Eytan Wine
- Division of Paediatric Gastroenterology and Nutrition, Departments of Paediatrics and Physiology, University of Alberta, Canada
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Lauro A, D'Amico F, Gondolesi G. The current therapeutic options for Crohn's disease: from medical therapy to intestinal transplantation. Expert Rev Gastroenterol Hepatol 2017; 11:1105-1117. [PMID: 28805088 DOI: 10.1080/17474124.2017.1367665] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Crohn's disease (CD) has an annual incidence per 100.000 person-year of 20.2 in North America and 12.7 in Europe, and the purpose of this review is to evaluate its medical management, from diagnosis to transplant. Pharmacologic manipulation with nutritional care aims to achieve and maintain remission, but more than half of patients will undergo an intestinal resection, very often repeated over time. They could experience short bowel syndrome (SBS) requiring total parenteral nutrition (TPN). Intestinal transplantation (ITx) represents an alternative in case of irreversible intestinal failure (IF) with life-threatening TPN complications. Patient survival after ITx is 79%, 53% and 43% at 1, 3 and 5 years respectively, with no differences among ITx for other disorders. Areas covered: The research discussed medical therapy with nutritional support, evaluating the role of endoscopy, surgery and transplant in CD. A systematic literature review was conducted using the PubMed search engine up to May 31th, 2017 without restriction of the language. The decision on paper's eligibility was reached by consensus between the 3 screening authors. Expert commentary: CD treatment is mainly medical, leaving endoscopy and surgery for a complex course. ITx represents a therapeutic option if TPN complications with IF arise.
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Affiliation(s)
- Augusto Lauro
- a Liver and Multiorgan Transplant Unit , St. Orsola University Hospital , Bologna , Italy
| | - Francesco D'Amico
- b Hepatobiliary Surgery and Liver Transplant Unit , University Hospital of Padua , Padua , Italy
| | - Gabriel Gondolesi
- c Intestinal Failure, Rehabilitation and Transplantation Unit , Fundación Favaloro University Hospitals , Buenos Aires , Argentina
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Abstract
Despite recent therapeutic advances, patients with Crohn's disease (CD) continue to experience high recurrence with cumulative structural damage and ultimate loss of nutritional autonomy. With short bowel syndrome, strictures, and enteric fistulae being the underlying pathology, CD is the second common indication for home parenteral nutrition (HPN). With development of intestinal failure, nutritional management including HPN is required as a rescue therapy. Unfortunately, some patients do not escape the HPN-associated complications. Therefore, the concept of gut rehabilitation has evolved as part of the algorithmic management of these patients, with transplantation being the ultimate life-saving therapy. With type 2 intestinal failure, comprehensive rehabilitative measures including nutritional care, pharmacologic manipulation, autologous reconstruction, and bowel lengthening is often successful, particularly in patients with quiescent disease. With type 3 intestinal failure, transplantation is the only life-saving treatment for patients with HPN failure and intractable disease. With CD being the second common indication for transplantation in adults, survival outcome continues to improve because of surgical innovation, novel immunosuppression, and better postoperative care. Despite being a rescue therapy, the procedure has achieved survival rates similar to other solid organs, and comparable to those who continue to receive HPN therapy. With similar technical, immunologic, and infectious complications, survival is similar in the CD and non-CD recipients. Full nutritional autonomy is achievable in most survivors with better quality of life and long-term cost-effectiveness. CD recurrence is rare with no impact on graft function. Further progress is anticipated with new insights into the pathogenesis of CD and mechanisms of transplant tolerance.
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Crohn's disease—What the medical registrar and acute physician needs to know! J Acute Med 2013. [DOI: 10.1016/j.jacme.2013.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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