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1.
Colorectal Dis ; 21(11): 1288-1295, 2019 Nov.
Article in English | MEDLINE | ID: mdl-31218774

ABSTRACT

AIM: This study aims to determine the prevalence of incisional hernia (IH) and enterocutaneous fistula (ECF) in patients with intestinal failure (IF) referred to a tertiary centre and to identify factors associated with their development. METHOD: A retrospective case note review was undertaken of a prospectively maintained database of all patients on home parenteral nutrition between 2011 and 2016 at a UK tertiary referral centre for IF. Risk factors were identified using binary logistic regression. RESULTS: The database search identified 447 patients, of whom 349 (78.1%) had surgery prior to developing IF. Eighty-one (23.2%) patients had an IH and 123 (35.2%) had an ECF at the time of referral. Of these, 51 (14.6%) had both IH and ECF. IH was associated with a high body mass index (P = 0.05), a history of a major surgical complication resulting in IF (P = 0.01), previous emergency surgery (P = 0.04), increasing number of operations (P = 0.02) and surgical site infection (SSI; P = 0.01). ECF was associated with complications relating to earlier surgery. (P ≤ .001), previous treatment with an open abdomen (P = 0.03), SSI (P = 0.001), intra-abdominal collection (P ≤ 0.001) and anastomotic leak (P = 0.02). CONCLUSION: In this series, patients with IF had a prevalence of IH which was more than double that expected following elective laparotomy (about 10%) and one in three had an ECF. Risk factors for IH and ECF are discussed.


Subject(s)
Incisional Hernia/epidemiology , Intestinal Diseases/surgery , Intestinal Fistula/epidemiology , Laparotomy/adverse effects , Postoperative Complications/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Body Mass Index , Chronic Disease , Databases, Factual , Female , Humans , Incisional Hernia/etiology , Intestinal Diseases/complications , Intestinal Fistula/etiology , Logistic Models , Male , Middle Aged , Parenteral Nutrition, Home/statistics & numerical data , Postoperative Complications/etiology , Prevalence , Prospective Studies , Retrospective Studies , Risk Factors , Tertiary Care Centers/statistics & numerical data , United Kingdom/epidemiology , Young Adult
2.
Ann R Coll Surg Engl ; 101(1): 17-20, 2019 Jan.
Article in English | MEDLINE | ID: mdl-30112936

ABSTRACT

INTRODUCTION: Restorative proctocolectomy is a surgical treatment for patients with medically refractory ulcerative colitis and some cases of familial adenomatous polyposis. Intestinal failure, defined as an inability to maintain adequate hydration and micronutrient balances when on a conventionally accepted normal diet, is a rare complication of restorative proctocolectomy. We describe our experience of patients with restorative proctocolectomy who have developed intestinal failure requiring parenteral support. MATERIAL AND METHODS: This was a retrospective analysis using a database of patients referred to our intestinal failure unit from January 1998 to January 2016. We analysed the records of all those patients who had restorative proctocolectomy who developed intestinal failure. RESULTS: 807 patient records analysed, 35 patients were found to have had a restorative proctocolectomy (13 male and 22 female). Ninety-one percent (n = 32) of patients developed IF as a consequence of unpredictable complications which occurred after RPC formation. Potentially predictable complications were noted in 9% (n = 3) of patients. DISCUSSION AND CONCLUSIONS: Most cases of intestinal failure in restorative proctocolectomy were unpredictable. In a small number of patients, accurate assessment and measurement of the small intestine may have better predicted the adverse outcome of intestinal failure allowing improved pre-operative counseling of patients.


Subject(s)
Colonic Pouches , Parenteral Nutrition, Home , Female , Humans , Male , Proctocolectomy, Restorative , Retrospective Studies , Treatment Outcome
3.
Eur J Clin Nutr ; 70(2): 189-93, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26350390

ABSTRACT

BACKGROUND/OBJECTIVES: Patients with a short bowel and receiving parenteral nutrition (PN) have an increased risk of chronic cholestasis (CC). Restoration of bowel continuity after a mesenteric infarction results in PN requirements being reduced or stopped. This study aimed to determine the prevalence of CC and whether restoring bowel continuity reduced the risk of CC. SUBJECTS/METHODS: A retrospective review of patients with a short bowel owing to mesenteric infarction from 2000 to 2012. CC was defined as two of bilirubin, alkaline phosphatase and gamma-glutamyl transferase being 1.5 times the upper limit of normal for >6 months. RESULTS: We identified 104 (55 females, median age 54 years) patients. Seventy-three (70%) patients had restoration of bowel continuity; of these, 25 (34%) had abnormal liver biochemistry (liver function test (LFT)), with 15 (21%) having CC. Following restoration of bowel continuity, 8 (53%) of 15 patients with CC and 10 (100%) of 10 patients with abnormal LFT but not CC had a return of liver function within normal range within a year. Univariate analysis showed restoring bowel continuity (P=0.002) and cessation of PN (P=0.006) were associated with a reduction in prevalence of CC. Multivariate analysis showed that cessation of PN was a significant factor in reducing CC (P=0.02). CONCLUSIONS: The prevalence of CC is 29% for patients with a short bowel receiving PN following a mesenteric infarction. CC resolves in 53% after continuity is restored, and this is most likely due to stopping or reducing the PN.


Subject(s)
Cholestasis/epidemiology , Infarction/surgery , Mesenteric Ischemia/surgery , Parenteral Nutrition/adverse effects , Peritoneum/blood supply , Alkaline Phosphatase/blood , Bilirubin/blood , Cholestasis/blood , Cholestasis/etiology , Female , Humans , Infarction/etiology , Infarction/physiopathology , Intestines/physiopathology , Intestines/surgery , Jejunostomy , Liver/physiopathology , Liver Function Tests , Male , Mesenteric Ischemia/complications , Mesenteric Ischemia/physiopathology , Middle Aged , Prevalence , Retrospective Studies , Short Bowel Syndrome/etiology , Short Bowel Syndrome/therapy , gamma-Glutamyltransferase/blood
4.
Colorectal Dis ; 17(7): 566-77, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25739990

ABSTRACT

AIM: The primary aim of this study was to determine whether the in-hospital mortality for acute mesenteric infarction has reduced in the last decade. The secondary aim was to determine if there was a statistical difference in mortality between patients having acute primary mesenteric infarction due to different causes. METHOD: A literature search was performed of PubMed, Ovid (Embase) and Google Scholar databases. Studies on acute mesenteric infarction of primary vascular pathology were included for pooled analyses while studies that had reported comparative mortality between arterial, venous and non-occlusive mesenteric infarction (NOMI) were included in meta-analyses. Their quality was assessed using the National Institute for Health and Care Excellence assessment scale. Odds ratios (ORs) of mortality were calculated using a Mantel-Haenszel random effect model. RESULTS: The total number of patients was 4527 and the male/female ratio was 1912/2247. The pooled in-hospital mortality was 63%. There was no significant reduction of in-hospital mortality rate in the last decade (P = 0.78). There was a significant difference in in-hospital mortality between acute arterial mesenteric infarction (73.9%) compared with acute venous mesenteric infarction (41.7%) [OR 3.47, confidence interval (CI) 2.43-4.96, P < 0.001] and NOMI (68.5%) compared with acute venous mesenteric infarction (44.2%) (OR 3.2, CI 1.83-5.6, P < 0.001). There was no difference in mortality between acute arterial mesenteric infarction and NOMI (OR 1.08, CI 0.57-2.03, P = 0.82). CONCLUSION: In-hospital mortality rate has not changed in the last decade. Patients with arterial mesenteric infarction or with NOMI are over three times more likely to die during the first hospital admission compared with those with venous mesenteric infarction.


Subject(s)
Hospital Mortality/trends , Infarction/mortality , Intestines/blood supply , Mesenteric Ischemia/mortality , Mesentery/blood supply , Acute Disease , Female , Humans , Infarction/etiology , Male , Mesenteric Arteries , Mesenteric Ischemia/etiology , Mesenteric Veins , Observational Studies as Topic
5.
Clin Nutr ESPEN ; 10(5): e179, 2015 Oct.
Article in English | MEDLINE | ID: mdl-28531477
13.
Transplant Proc ; 46(6): 2109-13, 2014.
Article in English | MEDLINE | ID: mdl-25131118

ABSTRACT

INTRODUCTION: Intestinal transplantation (IT) is considered for patients with irreversible intestinal failure who develop life-threatening complications of parenteral nutrition or have extensive intra-abdominal disease requiring evisceration. Developing indications may include quality of life (QOL) considerations and therefore assessment of QOL and performance status (PS) after IT is important. We report QOL and PS before and after IT in our cohort. METHODS: Consecutive patients undergoing IT were included. QOL was assessed using the generic 36-item short form survey (SF 36) tool at assessment and 6-month intervals post-transplantation. Performance was assessed using a visual analogue scale (VAS), Karnofsky scale (KS), and the Eastern Cooperative Oncology Group scale at three time points: premorbidly, at listing, and after transplantation. RESULTS: Data were available for 21 patients. There were 11 complete SF 36 datasets and 15 performance scores. Data were not available from 3 patients, and the overall response rate was 62%. Overall, there was a trend for improved SF 36 scores post-transplantation in approximately half of the patients with scores remaining stable in approximately one third. The results of the SF 36 significantly improved in 1 patient (P < .01). After IT, 66% of patients had better VAS scores than at listing and >75% of patients scored better or the same in KS compared to status at listing. However, PS after IT did not improve to premorbid levels. CONCLUSION: We found a trend for QOL scores to improve in approximately half of the patients compared to their status at listing, remain static in approximately one third, and a minority experience a decline. For the majority, differences were not statistically significant. PS of patients after transplantation is equal or better than that at listing in 75%, but rarely reaches that of the premorbid status. Longer-term studies are needed and may reveal progressive improvement.


Subject(s)
Activities of Daily Living , Intestinal Diseases/surgery , Intestine, Small/transplantation , Organ Transplantation , Quality of Life , Adult , Aged , Cohort Studies , Female , Humans , Intestinal Diseases/complications , Intestinal Diseases/physiopathology , Male , Middle Aged , Severity of Illness Index , Treatment Outcome
14.
Transplant Proc ; 46(6): 2114-8, 2014.
Article in English | MEDLINE | ID: mdl-25131119

ABSTRACT

The first intestinal transplantation in the United Kingdom was performed in Cambridge in 1991. Thirty-eight intestinal transplantations have since been performed in 35 patients. All deaths in the first postoperative month related to hemorrhage, in 2 cases to severe portal hypertension (SPH) and poor venous access in 2. We have modified our practice to reduce the bleeding risk with SPH. Loss of venous access can be avoided by timely referral. Rejection was implicated in 3/14 deaths all dying of sepsis. Cytomegalovirus disease resulted in 2 deaths; we try to avoid CMV-positive donors giving to CMV-negative recipients. Three deaths were related to psychiatric illness, which led to loss of graft in 2 others. Three patients were retransplanted (2 rejections and 1 infarction) and all remain alive. Most patients (10/13) experienced a fall in body weight in the first postoperative year after SB/MV transplantation. Body weight fell by as much as 25%. As transplantation resulted in a net gain in small bowel in most cases, the postoperative loss of native body weight may be underestimated. Interestingly this was not associated with a significant fall in midarm circumference or handgrip strength. Long-term nutrition can be maintained with oral intake in the majority of patients post-SBT. There is improvement in handgrip strength post-transplant. Transplantation does not significantly alter weight, albumin, or other common anthropometric markers. Despite these problems, our 5-year survival results remain relatively good at 73% in the cohort from 1991, 79% from 2003, and 80% from 2008. We consider that deployment of strategies learned from our experiences has improved outcomes.


Subject(s)
Intestinal Diseases/surgery , Intestine, Small/transplantation , Organ Transplantation , Adult , Female , Hand Strength , Humans , Intestinal Diseases/mortality , Intestinal Diseases/pathology , Male , Middle Aged , Nutritional Status , Retrospective Studies , Survival Rate , Treatment Outcome , United Kingdom , Weight Loss
15.
Colorectal Dis ; 15(9): 1162-70, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23869525

ABSTRACT

AIM: The management of enterocutaneous fistulae (ECF) is complex and challenging. We examined factors associated with fistula healing at a National Intestinal Failure Centre and devised the first scoring system to predict spontaneous fistula healing prior to surgery. METHOD: A retrospective audit of 177 patients (mean age 48.7 years) treated over 7 years was undertaken. Results were compared with a previously reported series from this unit. Univariate and multivariate analyses wete performed on variables to assess relationship with ECF healing. A scoring system was devised and validated on a prospective cohort. RESULTS: One-hundred and fifty patients underwent surgery between January 2003 and December 2009. The overall healing rate following surgery in the current series was 94.6% (82% in the previous series). Mean delay from previous surgery to the current operation was 1 year (compared with 8 months previously). Thirty-day postfistula resection mortality was 0% (compared with 3.5% previously). Twenty-seven patients underwent medical management alone with overall healing rate of 46.4% (vs 19.9%). Multivariate analysis revealed that comorbidity (P = 0.02), source of referral (P = 0.01) and aetiology (P = 0.006) had associations with healing. Almost all patients with scores of 0 and 1 healed, whereas the highest scores healed least frequently. CONCLUSION: Surgical management of ECF is safe and improving. Fistula healing is affected by aetiology, comorbidity and source of referral. The scoring system has the potential to predict ECF healing and can be a useful clinical decision-making tool.


Subject(s)
Intestinal Fistula/surgery , Postoperative Complications/surgery , Wound Healing , Adolescent , Adult , Aged , Aged, 80 and over , Child , Crohn Disease/complications , Female , Humans , Intestinal Fistula/etiology , Male , Middle Aged , Multivariate Analysis , Retrospective Studies , Risk Factors , Treatment Outcome , Young Adult
16.
Clin Nutr ; 32(5): 713-21, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23587733

ABSTRACT

BACKGROUND & AIMS: Short bowel syndrome (SBS)-intestinal failure (IF) patients have impaired quality of life (QoL) and suffer from the burden of malabsorption and parenteral support (PS). A phase III study demonstrated that treatment with teduglutide, a glucagon-like peptide 2 analogue, reduces PS volumes by 32% while maintaining oral fluid intake constant; placebo-treated patients had reduced PS by 21%, but oral fluid intake increased accordingly. As effects of teduglutide on QoL are unknown, they were investigated here. METHODS: QoL analyses from a double-blind, randomised Phase III study in 86 SBS-IF patients receiving teduglutide (0.05 mg/kg/day s.c.) or placebo over 24 weeks. At baseline and every 4 weeks, QoL was assessed using the validated SBS-QoL™ scale. RESULTS: PS reductions were associated with QoL improvements (ANCOVA, p = 0.0194, SBS-QoL per-protocol). Compared to baseline, teduglutide significantly improved the SBS-QoL™ total score and the score of 9 of 17 items at week 24. These changes were not significant compared to placebo. Teduglutide-treated patients with remaining small intestine >100 cm experienced more gastrointestinal adverse events (GI-AE), unfavourably affecting QoL. CONCLUSIONS: Overall, PS volume reductions were associated with improvements in SBS-QoL™ scores. The short observation period, imbalances in oral fluid intake in relation to PS reductions, large patient and effect heterogeneity and occurrence of GI-AE in a subgroup of teduglutide-treated patients may account for the inability to show statistically significant effects of teduglutide on SBS-QoL™ scores compared to placebo.


Subject(s)
Gastrointestinal Agents/therapeutic use , Peptides/therapeutic use , Quality of Life , Receptors, Glucagon/agonists , Short Bowel Syndrome/drug therapy , Adult , Aged , Cost of Illness , Double-Blind Method , Drinking , Drug Resistance , Gastrointestinal Agents/administration & dosage , Gastrointestinal Agents/adverse effects , Glucagon-Like Peptide 2/administration & dosage , Glucagon-Like Peptide 2/adverse effects , Glucagon-Like Peptide 2/chemistry , Glucagon-Like Peptide 2/therapeutic use , Glucagon-Like Peptide-2 Receptor , Humans , Injections, Subcutaneous , Intestinal Diseases/drug therapy , Intestinal Diseases/pathology , Intestinal Diseases/physiopathology , Intestinal Diseases/therapy , Intestine, Small/pathology , Intestine, Small/physiopathology , Middle Aged , Organ Dysfunction Scores , Organ Size , Parenteral Nutrition, Home/adverse effects , Peptides/administration & dosage , Peptides/adverse effects , Short Bowel Syndrome/pathology , Short Bowel Syndrome/physiopathology , Short Bowel Syndrome/therapy
17.
Clin Nutr ; 32(1): 77-82, 2013 Feb.
Article in English | MEDLINE | ID: mdl-22727546

ABSTRACT

BACKGROUND & AIMS: Background disease processes, medication and therapies in people with intestinal failure receiving home parenteral nutrition may affect their oral health. To inform oral health advice for this group a study of their oral health status was carried out. METHODS: Fifty-two HPN outpatients recruited from specialised nutrition clinics at a national referral centre listed their medical and medication history, perceived oral health and dental treatment experience in a structured interview and underwent an oral health examination. Findings were compared with 2009 UK Adult Dental Health Survey data, using one-sample t tests. RESULTS: Oral health of the HPN cohort was poorer than the UK norm; patients had more decay (p<0.001), fewer teeth (p<0.001) and fewer sound and untreated teeth (p=0.023) despite similar dental attendance. Hyperphagia, sip feeds, oral rehydration fluids and polypharmacy (in 96%) are identifiable risk factors for caries, xerostomia (in 81%) and thus oral infection risk (including oral candidiasis). Patients were experiencing current problems (60%) and psychological discomfort (56%) from poor oral health. The patient pathway does not include oral health information. CONCLUSION: Dental teams should be aware of the management and prevention of HPN related complications with bisphosphonates, anticoagulant therapy, and parenteral antibiotic prophylaxis. HPN patients may benefit from increased awareness of their oral health risk factors.


Subject(s)
Intestinal Diseases/therapy , Intestines/physiopathology , Oral Health , Oral Hygiene , Parenteral Nutrition, Home/adverse effects , Adult , Aged , Cohort Studies , Dental Caries/complications , Dental Caries/epidemiology , Dental Caries/etiology , Dental Caries/prevention & control , Female , Humans , Infections/complications , Infections/epidemiology , Infections/etiology , Intestinal Diseases/complications , Intestinal Diseases/physiopathology , Intestinal Diseases/psychology , Male , Middle Aged , Mouth Diseases/complications , Mouth Diseases/epidemiology , Mouth Diseases/etiology , Mouth Diseases/prevention & control , Oral Hygiene/psychology , Parenteral Nutrition, Home/psychology , Risk , Self Concept , United Kingdom/epidemiology , Xerostomia/complications , Xerostomia/epidemiology , Xerostomia/etiology , Xerostomia/prevention & control , Young Adult
18.
Colorectal Dis ; 14(5): e250-7, 2012 May.
Article in English | MEDLINE | ID: mdl-22469481

ABSTRACT

AIM: Present quality of life instruments for inflammatory bowel disease do not evaluate many social aspects of patients' lives that are potentially important in clinical decision making. We have developed a new Social Impact of Chronic Conditions - Inflammatory Bowel Disease (SICC-IBD) questionnaire to assess these areas. METHOD: A 34-item questionnaire was piloted to determine quality of life relating to education, personal relationships, employment, independence and finance. It was compared with the Short Form 36-Item version 2 (SF-36v2) and the Inflammatory Bowel Disease Questionnaire (IBDQ) in 150 patients with chronic ulcerative colitis on an endoscopic surveillance register who had never had surgery. RESULTS: Reliability and validity testing enabled the questionnaire to be shortened to only eight items. There was a high level of reliability (Cronbach's α=0.72). The questionnaire correlated well with the social functioning domain of the SF-36 (rs=0.56) and was able to distinguish clinical severity of disease. CONCLUSION: The SICC-IBD is a new tool for assessment of patients with ulcerative colitis, which has identified new aspects of social disability for further study and for potential use as an additional tool in therapy decisions.


Subject(s)
Colitis, Ulcerative/psychology , Quality of Life/psychology , Surveys and Questionnaires , Education , Employment , Female , Humans , Income , Independent Living , Interpersonal Relations , Male , Middle Aged , Reproducibility of Results
19.
Br Dent J ; 212(2): E4, 2012 Jan 27.
Article in English | MEDLINE | ID: mdl-22281655

ABSTRACT

BACKGROUND: Concern that some catheter related bloodstream infections (CRBSI) arise from dental treatment in home parenteral nutrition (HPN) patients results in recommendation of antibiotic prophylaxis. Clinical guideline 64 is widely recognised and observed. There is a lack of consistent guidance for other patient groups viewed at risk from procedural bacteraemia. METHODS: 1. An email survey of the British Association for Parenteral and Enteral Nutrition (BAPEN) HPN group, requesting physicians' opinions, observations and practises relating to oral health and CRBSI prevention; 2. Comparison of oral health parameters and dental treatment in relation to patient reported 12 month CVC infection history, using chi-square analysis to assess associations in 52 HPN patients. RESULTS: 1. Sixty-eight percent of the UK HPN Group responded. Fifty percent linked oral health/dental treatment with the possibility of CRBSI, 39% were unsure. Sixty-one percent had recommended parenteral prophylactic antibiotics (82% IV, 18% IM), mainly following the historic infective endocarditis (IE) dental prophylaxis guidelines. Infection with streptococci, prevotella and fusobacteria caused most concern. Amoxicillin, metronidazole, co-amoxyclav and gentamycin were the most prescribed antibiotics. Thirty-six percent might delay HPN if oral health was poor; 57% had recommended dental examination and 25% dental extractions, to prevent or treat CRBSI. 2. Associations between patient recalled CVC infection and their current dental status, the interval since dental treatment or the prophylaxis received over the previous 12 months did not achieve significance. CONCLUSIONS: Opinion varies among UK HPN providers on the role of dental treatment and oral health in CRBSI and on prescribing prophylactic antibiotics for dental treatment. Prophylaxis guidance specific to this patient group is required.


Subject(s)
Antibiotic Prophylaxis/standards , Bacteremia/prevention & control , Catheter-Related Infections/etiology , Dental Care for Chronically Ill/methods , Dental Prophylaxis/adverse effects , Parenteral Nutrition, Home/adverse effects , Adult , Aged , Anti-Bacterial Agents/therapeutic use , Antibiotic Prophylaxis/statistics & numerical data , Catheter-Related Infections/prevention & control , Cohort Studies , Dental Care for Chronically Ill/adverse effects , Dental Care for Chronically Ill/statistics & numerical data , Endocarditis/prevention & control , Female , Health Care Surveys , Humans , Male , Middle Aged , Oral Health , Risk Factors , United Kingdom
20.
Transplant Proc ; 42(1): 19-21, 2010.
Article in English | MEDLINE | ID: mdl-20172272

ABSTRACT

INTRODUCTION: Preoperative quantification of survival after transplantation would assist in assessing patients. We have developed a preliminary preoperative scoring system, called the Cambridge-Miami (CaMi) score, for transplantation of the small intestine either alone or as a composite graft. METHODS: The score combines putative risk factors for early-, medium-, and long-term survival. Factors included were loss of venous access and impairment of organs or systems not corrected by transplantation. Each factor was scored 0-3. A score of 3 indicated comorbidity approaching a contraindication for transplantation, that which might lead to but was not currently an adverse risk factor scored 1, and that presenting a definite but moderate increase in risk scored 2. The preoperative scores of 20 patients who had received intestinal transplants either isolated or as part of a cluster graft, who had either been followed up postoperatively for at least 10 years, or died within 10 years were compared with their survivals. RESULTS: Postoperative survival and CaMi score inversely correlated when analysed using Spearman test (r(s) = -0.82; P = .0001). A score of <3 associated with survival > or =3 years (12/12 patients) and >3 with survival of <6 months (4/4). Patient Kaplan-Meier (KM) survival curves for patients grouped according to CaMi score became significantly different from group 0 to group 3. Using this as a threshold score patients grouped as either >2 or <3 had significantly different survival rates (log-rank; P = .0001), KM median survival hazard ratio (HR) = 6, and rate of death KM HR = 5. Receiver-operator characteristics indicate a high degree of accuracy for prediction of death with an area under the curve (C statistic) at 3 years of 0.98, at 5 years of 0.82, and at 10 years of 0.65. CONCLUSION: This initial validation suggested that the preoperative CaMi score predicted postoperative survival.


Subject(s)
Intestine, Small/transplantation , Risk Assessment , Contraindications , Diabetes Mellitus, Type 1/complications , Graft Survival , Humans , Pulmonary Disease, Chronic Obstructive/complications , ROC Curve , Risk Factors , Software , Survival Rate , Transplantation
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