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Wu M, Davis JD, Zhao C, Daley T, Oliver KE. Racial inequities and rare CFTR variants: Impact on cystic fibrosis diagnosis and treatment. J Clin Transl Endocrinol 2024; 36:100344. [PMID: 38765466 PMCID: PMC11099334 DOI: 10.1016/j.jcte.2024.100344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 02/21/2024] [Accepted: 04/14/2024] [Indexed: 05/22/2024] Open
Abstract
Cystic fibrosis (CF) has been traditionally viewed as a disease that affects White individuals. However, CF occurs among all races, ethnicities, and geographic ancestries. The disorder results from mutations in the CF transmembrane conductance regulator (CFTR). Varying incidence of CF is reported among Black, Indigenous, and People of Color (BIPOC), who typically exhibit worse clinical outcomes. These populations are more likely to carry rare CFTR variants omitted from newborn screening panels, leading to disparities in care such as delayed diagnosis and treatment. In this study, we present a case-in-point describing an individual of Gambian descent identified with CF. Patient genotype includes a premature termination codon (PTC) (c.2353C>T) and previously undescribed single nucleotide deletion (c.1970delG), arguing against effectiveness of currently available CFTR modulator-based interventions. Strategies for overcoming these two variants will likely include combinations of PTC suppressors, nonsense mediated decay inhibitors, and/or alternative approaches (e.g. gene therapy). Investigations such as the present study establish a foundation from which therapeutic treatments may be developed. Importantly, c.2353C>T and c.1970delG were not detected in the patient by traditional CFTR screening panels, which include an implicit racial and ethnic diagnostic bias as these tests are comprised of mutations largely observed in people of European ancestry. We suggest that next-generation sequencing of CFTR should be utilized to confirm or exclude a CF diagnosis, in order to equitably serve BIPOC individuals. Additional epidemiologic data, basic science investigations, and translational work are imperative for improving understanding of disease prevalence and progression, CFTR variant frequency, genotype-phenotype correlation, pharmacologic responsiveness, and personalized medicine approaches for patients with African ancestry and other historically understudied geographic lineages.
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Affiliation(s)
- Malinda Wu
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Pediatric Institute, Children’s Healthcare of Atlanta, Atlanta, GA, USA
| | - Jacob D. Davis
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Conan Zhao
- Interdisciplinary Graduate Program in Quantitative Biosciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Tanicia Daley
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Pediatric Institute, Children’s Healthcare of Atlanta, Atlanta, GA, USA
| | - Kathryn E. Oliver
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Pediatric Institute, Children’s Healthcare of Atlanta, Atlanta, GA, USA
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Yue L, Tian Y, Ma M, Jing L, Sun Q, Shi L, Sun J, Wang W, Li G, Xing L, Liu S. Prevalence of prediabetes and risk of CVD mortality in individuals with prediabetes alone or plus hypertension in Northeast China: insight from a population based cohort study. BMC Public Health 2024; 24:475. [PMID: 38360567 PMCID: PMC10868051 DOI: 10.1186/s12889-024-17996-y] [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: 06/12/2023] [Accepted: 02/05/2024] [Indexed: 02/17/2024] Open
Abstract
BACKGROUND To evaluate the current prevalence of prediabetes in northeast China, and further determine the association between prediabetes alone or coexistent with hypertension and cardiovascular disease (CVD) mortality. METHODS In the prospective study, 15,557 participants without diabetes among aged ≥40 years in northeast China, were followed for a median of 5.5 years. Following the American Diabetes Association, prediabetes was defined as fasting plasma glucose (FPG) range of 5.6-6.9 mmol/L or glycated hemoglobin (HbA1c) range of 5.7-6.4% in people without diabetes. RESULTS The prevalence of prediabetes was 44.3% among population aged ≥40 years in northeast China. Prediabetes alone did not promote risk of CVD mortality. However, when the subgroups were stratified by hypertension, the CVD mortality risk in prediabetes plus hypertension subjects increased significantly compared with population without prediabetes and hypertension. Multivariate-adjusted hazard ratios for CVD mortality in prediabetes subgroups plus hypertension were 2.28 (95% CI: 1.50, 3.47) for those diagnosed by FPG < 5.6 mmol/L & HbA1c 5.7-6.4%, 2.18 (95% CI: 1.53, 3.10) for those diagnosed by FPG 5.6-6.0 mmol/L & HbA1c < 6.5% and 2.35 (95% CI: 1.65, 3.35) for those diagnosed by FPG 6.1-6.9 & HbA1c < 6.5% compared with the reference group. Moreover, the percentage of hypertension in prediabetes subjects was high (60.4%), but the awareness, treatment and control rates were far from satisfactory (45.3, 35.1 and 4.8%, respectively). CONCLUSIONS The prevalence of prediabetes remains high in northeast China, and the CVD mortality was elevated significantly in prediabetes coexistent with hypertension. Considering the high percentage and low control rate of hypertension in prediabetes, strategies focused on HbA1c screening, FPG lowering and blood pressure management should be emphasized in northeast China.
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Affiliation(s)
- Ling Yue
- Department of Ultrasound, The Fourth Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yuanmeng Tian
- Institute of Preventive Medicine, China Medical University, Shenyang, Liaoning, China
- Department of Chronic Disease Preventive and Control, Liaoning Provincial Center for Disease Control and Prevention, Shenyang, Liaoning, China
| | - Mingxi Ma
- Department of Ultrasound, The Fourth Hospital of China Medical University, Shenyang, Liaoning, China
| | - Li Jing
- Institute of Preventive Medicine, China Medical University, Shenyang, Liaoning, China
- Department of Chronic Disease Preventive and Control, Liaoning Provincial Center for Disease Control and Prevention, Shenyang, Liaoning, China
| | - Qun Sun
- Department of Chronic Disease, Disease Control and Prevention of Chao Yang City, Chaoyang, Liaoning, China
| | - Lei Shi
- Department of Chronic Disease, Disease Control and Prevention of Liao Yang City, Liaoyang, Liaoning, China
| | - Jixu Sun
- Department of Chronic Disease, Disease Control and Prevention of Dan Dong City, Dandong, Liaoning, China
| | - Weizhong Wang
- Department of Neurology, Central Hospital of Dan Dong City, Dandong, Liaoning, China
| | - Guangxiao Li
- Department of Medical Record Management Center, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning, China
| | - Liying Xing
- Institute of Preventive Medicine, China Medical University, Shenyang, Liaoning, China.
- Department of Chronic Disease Preventive and Control, Liaoning Provincial Center for Disease Control and Prevention, Shenyang, Liaoning, China.
| | - Shuang Liu
- Department of Ultrasound, The Fourth Hospital of China Medical University, Shenyang, Liaoning, China.
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Anton-Păduraru DT, Murgu AM, Donos MA, Trofin F, Azoicăi AN, Popovici P, Stana AB, Gheorghiescu I, Trandafir LM. An Update in Cystic Fibrosis-Related Diabetes in Children and Adolescents. CHILDREN (BASEL, SWITZERLAND) 2023; 10:1879. [PMID: 38136081 PMCID: PMC10741586 DOI: 10.3390/children10121879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 11/21/2023] [Accepted: 11/28/2023] [Indexed: 12/24/2023]
Abstract
This paper delineates several aspects of cystic fibrosis-related diabetes (CFRD)-a common complication of cystic fibrosis (CF). CFRD exhibits a predilection for older individuals with CF, yet it also extends its influence on children and adolescents. Scientific insights postulate a potential link between CFRD and the aberrant mucus production within the pancreas, thereby culminating in pancreatic insufficiency. This, in turn, perturbs the synthesis of insulin, a pivotal endocrine hormone responsible for the regulation of glycemic levels. Standardized protocols advocate for the systematic screening of CFRD among all individuals with CF, commencing at the age of 10 years using the oral glucose tolerance test (OGTT). Therapeutic modalities encompass insulin therapy, dietary adjustments, and the vigilant monitoring of glycemic parameters. The overarching objective is to maintain blood glucose levels within a targeted range to mitigate the advent of diabetic complications. Untreated or sub-optimally managed CFRD can precipitate a spectrum of deleterious health ramifications, encompassing cardiovascular afflictions, neuropathy, renal dysfunction, and ocular complications.
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Affiliation(s)
- Dana-Teodora Anton-Păduraru
- Department of Mother and Child Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (D.-T.A.-P.); (A.M.M.); (A.N.A.); (P.P.); (A.B.S.); (L.M.T.)
- “Sf. Maria” Children Emergency Hospital, 700309 Iasi, Romania
| | - Alina Mariela Murgu
- Department of Mother and Child Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (D.-T.A.-P.); (A.M.M.); (A.N.A.); (P.P.); (A.B.S.); (L.M.T.)
- “Sf. Maria” Children Emergency Hospital, 700309 Iasi, Romania
| | - Mădălina Andreea Donos
- Department of Mother and Child Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (D.-T.A.-P.); (A.M.M.); (A.N.A.); (P.P.); (A.B.S.); (L.M.T.)
- “Sf. Maria” Children Emergency Hospital, 700309 Iasi, Romania
| | - Felicia Trofin
- Department of Preventive Medicine and Interdisciplinarity—Microbiology, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania;
- Clinical Hospital of Infectious Diseases “Sf. Parascheva”, 700116 Iasi, Romania
| | - Alice Nicoleta Azoicăi
- Department of Mother and Child Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (D.-T.A.-P.); (A.M.M.); (A.N.A.); (P.P.); (A.B.S.); (L.M.T.)
- “Sf. Maria” Children Emergency Hospital, 700309 Iasi, Romania
| | - Paula Popovici
- Department of Mother and Child Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (D.-T.A.-P.); (A.M.M.); (A.N.A.); (P.P.); (A.B.S.); (L.M.T.)
- “Sf. Maria” Children Emergency Hospital, 700309 Iasi, Romania
| | - Aurelian Bogdan Stana
- Department of Mother and Child Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (D.-T.A.-P.); (A.M.M.); (A.N.A.); (P.P.); (A.B.S.); (L.M.T.)
- “Sf. Maria” Children Emergency Hospital, 700309 Iasi, Romania
| | - Ionela Gheorghiescu
- Faculty of General Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania;
| | - Laura Mihaela Trandafir
- Department of Mother and Child Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (D.-T.A.-P.); (A.M.M.); (A.N.A.); (P.P.); (A.B.S.); (L.M.T.)
- “Sf. Maria” Children Emergency Hospital, 700309 Iasi, Romania
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Kumar S, Soldatos G, Teede HJ, Pallin M. Effects of modulator therapies on endocrine complications in adults with cystic fibrosis: a narrative review. Med J Aust 2023; 219:496-502. [PMID: 37839059 DOI: 10.5694/mja2.52119] [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: 06/05/2023] [Accepted: 09/04/2023] [Indexed: 10/17/2023]
Abstract
Cystic fibrosis is a monogenic disorder caused by mutations in the cystic fibrosis transmembrane conductance regulator (CFTR) protein, which transports chloride ions in secretory organs. Modulator therapies are small molecules that correct CFTR dysfunction and can lead to a wide range of benefits for both pulmonary and extrapulmonary complications of cystic fibrosis. With advancements in airway, antimicrobial and nutritional therapies and now introduction of modulator therapies, most people living with cystic fibrosis in Australia are now adults. For adults with cystic fibrosis, endocrine manifestations such as cystic fibrosis-related diabetes, metabolic bone disease, and reproductive health are becoming increasingly important, and emerging evidence on the endocrine effects of CFTR modulator therapies is promising and is shifting paradigms in our understanding and management of these conditions. The management of cystic fibrosis-related diabetes will likely need to pivot for high responders to modulator therapy with dietary adaptions and potential use of medications traditionally reserved for adults with type 2 diabetes, but evidence to support changing clinical care needs is currently lacking. Increased attention to diabetes-related complications screening will also be required. Increased exercise capacity due to improved lung function, nutrition and potentially direct modulator effect may have a positive impact on cystic fibrosis-related bone disease, but supporting evidence to date is limited. Fertility can improve in women with cystic fibrosis taking modulator therapy. This has important implications for pregnancy and lactation, but evidence is lacking to guide pre-conception and antenatal management. Provision of multidisciplinary clinical care remains ever-important to ensure the emergence of endocrine and metabolic complications are optimised in adults with cystic fibrosis.
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Affiliation(s)
- Shanal Kumar
- Monash Centre for Health Research and Implementation, Monash University, Melbourne, VIC
- Adult Cystic Fibrosis Centre, Prince Charles Hospital, Brisbane, QLD
| | - Georgia Soldatos
- Monash Centre for Health Research and Implementation, Monash University, Melbourne, VIC
- Monash Health, Melbourne, VIC
| | - Helena J Teede
- Monash Centre for Health Research and Implementation, Monash University, Melbourne, VIC
- Monash Health, Melbourne, VIC
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Lurquin F, Buysschaert M, Preumont V. Advances in cystic fibrosis-related diabetes: Current status and future directions. Diabetes Metab Syndr 2023; 17:102899. [PMID: 37939435 DOI: 10.1016/j.dsx.2023.102899] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 10/25/2023] [Accepted: 10/26/2023] [Indexed: 11/10/2023]
Abstract
AIMS The aim of this review is to give an update of the recent advances in the pathophysiology, prognosis, diagnosis and treatments of cystic fibrosis-related diabetes (CFRD). METHODS The literature survey focuses on original and review articles dealing with CFRD between 2006 and 2023, and in particular with: pathophysiology, risk and predictive factors, screening, chronic complications of CFRD, management and the effects of CFTR channel modulator therapies on glucose homeostasis, using PubMed®. RESULTS The rising prevalence of CFRD is due to prolonged life survival among patients with cystic fibrosis (CF). Advances in the understanding of the pathophysiology highlight the singularity of CFRD. Adherence to diagnostic guidelines remains challenging. Besides the classical OGTT, alternative diagnostic tests are being considered: HbA1c measurement, continuous glucose monitoring (CGM), intermediate measurements of alternative glucose tolerance stages through OGTT and homeostatic model assessment (HOMA). Early treatment of (pre)diabetes in CF patients is mandatory. The advent of CFTR channel modulator therapies have created a paradigm shift in the management of CF: they seem to improve glucose homeostasis, but the mechanism remains unclear. CONCLUSION CFRD management is an ongoing concern. Optimal care has reduced the negative impact of CFRD on lung function, nutrition, and survival. Increasing prevalence of CFRD and prolonged lifespan lead to more microvascular complications. New screening tools (Hba1c, CGM, HOMA) show potential for better classification of patients. The effect of CFTR modulators on glucose metabolism warrants further research.
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Affiliation(s)
- F Lurquin
- Department of Endocrinology and Nutrition, Cliniques Universitaires Saint-Luc, Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium.
| | - M Buysschaert
- Department of Endocrinology and Nutrition, Cliniques Universitaires Saint-Luc, Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
| | - V Preumont
- Department of Endocrinology and Nutrition, Cliniques Universitaires Saint-Luc, Institut de Recherche Expérimentale et Clinique, UCLouvain, Brussels, Belgium
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Ekblond RS, Nielsen BU, Højte C, Almdal TP, Shaw J, Pressler T, Faurholt-Jepsen D, Mathiesen IHM. Changes in glucose tolerance in people with cystic fibrosis after initiation of first-generation CFTR modulator treatment. Pediatr Pulmonol 2023; 58:2600-2609. [PMID: 37341613 DOI: 10.1002/ppul.26562] [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: 01/20/2023] [Revised: 05/20/2023] [Accepted: 06/10/2023] [Indexed: 06/22/2023]
Abstract
BACKGROUND Cystic fibrosis transmembrane conductance regulator (CFTR) modulators have been shown to have a beneficial effect on pulmonary function and nutritional status in patients with cystic fibrosis (CF), but the extent to which they affect glucose tolerance is not fully understood. In the current study, we evaluated the change in glucose tolerance and insulin secretion after first-generation CFTR modulator treatment in adults with CF. METHODS We performed a longitudinal observational study with an oral glucose tolerance test performed at baseline and after three and a half years of follow-up. The test comprised glucose, C-peptide and insulin measured at fasting, 1 h, and 2 h, and HbA1c at fasting. We compared changes in parameters of glucose tolerance and insulin secretion from baseline to follow-up. RESULTS Among 55 participants, 37 (67%) were treated with a first-generation CFTR modulator for a median of 21 months. Glucose levels were unchanged in both the treated and untreated group. In the treated group, C-peptide levels declined, yet no significant differences in glucose, insulin, and C-peptide levels were observed between the groups. HbA1c increased in both groups, while no significant change in the insulin sensitivity indices was detected in either group. However, homeostatic model assessment for insulin resistance tended to decline in the treated group, whilst tending towards an increase in the untreated group. The difference between the groups reached statistical significance (p = 0.040). CONCLUSION Treatment with first-generation CFTR modulators, mainly tezacaftor/ivacaftor, did not seem to be associated with glucose tolerance nor insulin secretion in adults with CF. However, CFTR modulators may still have a beneficial effect on insulin sensitivity.
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Affiliation(s)
- Rikke Spragge Ekblond
- Cystic Fibrosis Centre Copenhagen, Department of Infectious Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Bibi Uhre Nielsen
- Cystic Fibrosis Centre Copenhagen, Department of Infectious Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Christine Højte
- Cystic Fibrosis Centre Copenhagen, Department of Infectious Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Thomas Peter Almdal
- Department of Endocrinology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - James Shaw
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Tacjana Pressler
- Cystic Fibrosis Centre Copenhagen, Department of Infectious Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Daniel Faurholt-Jepsen
- Cystic Fibrosis Centre Copenhagen, Department of Infectious Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Inger Hee Mabuza Mathiesen
- Cystic Fibrosis Centre Copenhagen, Department of Infectious Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
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Kumar S, Pallin M, Soldatos G, Teede H. Comparison of continuous glucose monitoring to reference standard oral glucose tolerance test for the detection of dysglycemia in cystic Fibrosis: A systematic review. J Clin Transl Endocrinol 2022; 30:100305. [PMID: 36200022 PMCID: PMC9529501 DOI: 10.1016/j.jcte.2022.100305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 08/30/2022] [Accepted: 09/26/2022] [Indexed: 11/27/2022] Open
Abstract
Aims Increasing evidence for benefit of early detection of cystic fibrosis related diabetes (CFRD) coupled with limitations of current diagnostic investigations has led to interest and utilisation of continuous glucose monitoring (CGM). We conducted a systematic review to assess current evidence on CGM compared to reference standard oral glucose tolerance test for the detection of dysglycemia in people with cystic fibrosis without confirmed diabetes. Methods MEDLINE, Embase, CENTRAL, Evidence-Based Medicine Reviews, grey literature and six relevant journals were searched for studies published after year 2000. Studies reporting contemporaneous CGM metrics and oral glucose tolerance test results were included. Outcomes on oral glucose tolerance tests were categorised into a) normal, b) abnormal (indeterminate and impaired) or c) diabetic as defined by American Diabetes Association criteria. CGM outcomes were defined as hyperglycemia (≥1 peak sensor glucose ≥ 200 mg/dL), dysglycemia (≥1 peak sensor glucose ≥ 140-199 mg/dL) or normoglycemia (all sensor glucose peaks < 140 mg/dL). CGM hyperglycemia in people with normal or abnormal glucose tolerances was used to define an arbitrary CGM-diagnosis of diabetes. The Quality Assessment of Diagnostic Accuracy Studies tool was used to assess risk of bias. Primary outcome was relative risk of an arbitrary CGM-diagnosis of diabetes compared to the oral glucose tolerance test. Results We identified 1277 publications, of which 19 studies were eligible comprising total of 416 individuals with contemporaneous CGM and oral glucose tolerance test results. Relative risk of an arbitrary CGM-diagnosis of diabetes compared to oral glucose tolerance test was 2.92. Studies analysed were highly heterogenous, prone to bias and inadequately assessed longitudinal associations between CGM and relevant disease-specific sequela. Conclusions A single reading > 200 mg/dL on CGM is not appropriate for the diagnosis of CFRD. Prospective studies correlating CGM metrics to disease-specific outcomes are needed to determine appropriate cut-points.
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Affiliation(s)
- Shanal Kumar
- Monash Centre for Health Research and Implementation, Monash University
- Diabetes and Vascular Medicine Unit, Monash Health
| | | | - Georgia Soldatos
- Monash Centre for Health Research and Implementation, Monash University
- Diabetes and Vascular Medicine Unit, Monash Health
| | - Helena Teede
- Monash Centre for Health Research and Implementation, Monash University
- Diabetes and Vascular Medicine Unit, Monash Health
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Tanner KT, Daniel RM, Bilton D, Simmonds NJ, Sharples LD, Keogh RH. Mediation of the total effect of cystic fibrosis-related diabetes on mortality: A UK Cystic Fibrosis Registry cohort study. Diabet Med 2022; 39:e14958. [PMID: 36075586 PMCID: PMC9826418 DOI: 10.1111/dme.14958] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Revised: 08/12/2022] [Accepted: 09/07/2022] [Indexed: 01/11/2023]
Abstract
AIM To investigate whether the effect of cystic fibrosis-related diabetes (CFRD) on the composite outcome of mortality or transplant could act through lung function, pulmonary exacerbations and/or nutritional status. METHODS A retrospective cohort of adult cystic fibrosis (CF) patients who had not been diagnosed with CFRD were identified from the UK Cystic Fibrosis Registry (n = 2750). Rate of death or transplant was compared between patients who did and did not develop CFRD (with insulin use) during follow-up using Poisson regression, separately by sex. Causal mediation methods were used to investigate whether lung function, pulmonary exacerbations and nutritional status lie on the causal pathway between insulin-treated CFRD and mortality/transplant. RESULTS At all ages, the mortality/transplant rate was higher in both men and women diagnosed with CFRD. Pulmonary exacerbations were the strongest mediator of the effect of CFRD on mortality/transplant, with an estimated 15% [95% CI: 7%, 28%] of the effect at 2 years post-CFRD diagnosis attributed to exacerbations, growing to 24% [95% CI: 9%, 46%] at 4 years post-diagnosis. Neither lung function nor nutritional status were found to be significant mediators of this effect. Estimates were similar but with wider confidence intervals in a cohort that additionally included people with CFRD but not using insulin. CONCLUSION There is evidence that pulmonary exacerbations mediate the effect of CFRD on mortality but, as they are estimated to mediate less than one-quarter of the total effect, the mechanism through which CFRD influences survival may involve other factors.
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Affiliation(s)
- Kamaryn T. Tanner
- Department of Medical StatisticsThe London School of Hygiene and Tropical MedicineLondonUK
| | | | - Diana Bilton
- Imperial College London, Faculty of MedicineNational Heart and Lung InstituteLondonUK
- Royal Brompton HospitalLondonUK
| | - Nicholas J. Simmonds
- Imperial College London, Faculty of MedicineNational Heart and Lung InstituteLondonUK
- Royal Brompton HospitalLondonUK
| | - Linda D. Sharples
- Department of Medical StatisticsThe London School of Hygiene and Tropical MedicineLondonUK
| | - Ruth H. Keogh
- Department of Medical StatisticsThe London School of Hygiene and Tropical MedicineLondonUK
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Leung DH, Ye W, Schwarzenberg SJ, Freeman AJ, Palermo JJ, Weymann A, Alonso EM, Karnsakul WW, Murray KF, Stoll JM, Huang S, Karmazyn B, Masand P, Magee JC, Alazraki AL, Towbin AJ, Nicholas JL, Green N, Otto RK, Siegel MJ, Ling SC, Navarro OM, Harned RK, Narkewicz MR, Molleston JP. Long-term follow-up and liver outcomes in children with cystic fibrosis and nodular liver on ultrasound in a multi-center study. J Cyst Fibros 2022; 22:248-255. [PMID: 35985930 DOI: 10.1016/j.jcf.2022.07.017] [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: 03/10/2022] [Revised: 06/30/2022] [Accepted: 07/29/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Nodular liver (NOD) in cystic fibrosis (CF) suggests advanced CF liver disease (aCFLD); little is known about progression of liver disease (LD) after detection of sonographic NOD. METHODS Clinical, laboratory, and ultrasound (US) data from Prediction by Ultrasound of the Risk of Hepatic Cirrhosis in CFLD Study participants with NOD at screening or follow-up were compared with normal (NL). Linear mixed effects models were used for risk factors for LD progression and Kaplan-Meier estimator for time-to-event. RESULTS 54 children with NOD (22 screening, 32 follow-up) and 112 NL were evaluated. Baseline (BL) and trajectory of forced expiratory volume, forced vital capacity, height/BMI z-scores were similar in NOD vs NL. Platelets were lower in NOD at BL (250 vs 331×103/microL; p < 0.001) and decreased by 8600/year vs 2500 in NL. Mean AST to Platelet Ratio Index (1.1 vs 0.4; p < 0.001), Fibrosis-4 Index (0.4 vs 0.2, p < 0.001), and spleen size z-score (SSZ) [1.5 vs 0.02; p < 0.001] were higher in NOD at BL; SSZ increased by 0.5 unit/year in NOD vs 0.1 unit/year in NL. Median liver stiffness (LSM) by transient elastography was higher in NOD (8.2 kPa, IQR 6-11.8) vs NL (5.3, 4.2-7, p < 0.0001). Over 6.3 years follow-up (1.3-10.3), 6 NOD had esophageal varices (cumulative incidence in 10 years: 20%; 95% CI: 0.0%, 40.0%), 2 had variceal bleeding, and 2 underwent liver transplantation; none had ascites or hepatic encephalopathy. No NL experienced liver-related events. CONCLUSIONS NOD developed clinically evident portal hypertension faster than NL without worse growth or lung disease.
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Key Words
- ALT, alanine aminotransferase
- APRI, aspartate aminotransferase to platelet ratio index
- AST, aminotransferase
- CAP, continuous attenuation parameter
- CFRD, cystic-fibrosis-related diabetes
- CFTR, cystic fibrosis transmembrane regulator
- Cirrhosis
- Cystic fibrosis liver disease
- FEV1, forced expiratory volume in one second
- FIB4, fibrosis index based on four factors
- FVC, forced vital capacity
- GGT, gamma-glutamyl transferase
- IGT, impaired glucose tolerance
- INR, international normalized ratio
- LSM, liver stiffness measurement
- NL, normal
- NOD, nodular
- PELD, pediatric end-stage liver disease
- PUSH, prediction by ultrasound of the risk of hepatic cirrhosis
- US, ultrasound
- Ultrasound
- VCTE, vibration controlled transient elastography
- WBC, white blood cell count
- abbreviations: CF, cystic fibrosis
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Affiliation(s)
- Daniel H Leung
- Department of Pediatrics, Baylor College of Medicine, Division of Gastroenterology, Hepatology and Nutrition, Texas Children's Hospital, 6621 Fannin St, CCC 1010.00, Houston, TX 77030, USA
| | - Wen Ye
- Department of Biostatistics, University of Michigan, 1420 Washington Heights, M4073 SPH II, Ann Arbor, MI 48109, USA
| | - Sarah J Schwarzenberg
- Department of Pediatrics, Division of Pediatric Gastroenterology, Hepatology and Nutrition, University of Minnesota, 2450 Riverside Save S AO-201, Minneapolis, MN 55454, USA
| | - A Jay Freeman
- Department of Pediatrics, Division of Pediatric Gastroenterology, Hepatology and Nutrition, Children's Healthcare of Atlanta, Emory University, 2015 Uppergate Drive, NE, Atlanta, GA 30322, USA
| | - Joseph J Palermo
- Department of Pediatrics, Division of Gastroenterology, University of Cincinnati College of Medicine, 3333 Burnet Avenue, MLC 2010, Cincinnati, OH 45229, USA
| | - Alexander Weymann
- Department of Pediatrics, Division of Pediatric Gastroenterology, Hepatology and Nutrition, The Ohio State University College of Medicine, 700 Children's Drive, Columbus, OH 43205, USA
| | - Estella M Alonso
- Department of Pediatrics, Pediatric Gastroenterology, Hepatology and Nutrition, Northwestern University Feinberg School of Medicine, 225 E. Chicago Avenue, Box 57, Chicago, IL 60611, USA
| | - Wikrom W Karnsakul
- Department of Pediatrics, Division of Pediatric Gastroenterology, Hepatology and Nutrition, Johns Hopkins University School of Medicine, 600 N Wolfe Street, CMSC-2, Baltimore, MD 21287, USA
| | - Karen F Murray
- Pediatric Institute and Cleveland Clinic Children's, Cleveland Clinic, 8950 Euclid Avenue, R3, Cleveland, OH 44195, USA
| | - Janis M Stoll
- Department of Pediatrics, Division of Gastroenterology, Pediatric Hepatology and Nutrition, Washington University School of Medicine in St. Louis, One Children's Place, Suite 8116, St. Louis, MO 63110, USA
| | - Suiyuan Huang
- Department of Biostatistics, University of Michigan, 1420 Washington Heights, M4073 SPH II, Ann Arbor, MI 48109, USA
| | - Boaz Karmazyn
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, 550 N. University Blvd, Rm 0663, Indianapolis, IN 46202, USA
| | - Prakash Masand
- Department of Pediatrics, Baylor College of Medicine, Division of Gastroenterology, Hepatology and Nutrition, Texas Children's Hospital, 6621 Fannin St, CCC 1010.00, Houston, TX 77030, USA
| | - John C Magee
- Department of Surgery, University of Michigan School of Medicine, 1500 E Medical Center Drive, UH South Rm 6689, Ann Arbor, MI 48109, USA
| | - Adina L Alazraki
- Department of Radiology, Children's Healthcare of Atlanta, Emory University, 1405 Clifton Rd NE, Atlanta, GA 30322, USA
| | - Alexander J Towbin
- Department of Radiology, University of Cincinnati College of Medicine, 234 Goodman Street, PO Box 670761, Cincinnati, OH 45267, USA
| | - Jennifer L Nicholas
- Department of Radiology, Division of Pediatric Imaging, Case Western Reserve University School of Medicine, 10900 Euclid Avenue, Cleveland, OH 44106, USA
| | - Nicole Green
- Department of Pediatrics, Division of Gastroenterology and Hepatology, Seattle Children's Hospital, 4800 Sand Point Way NE, PO Box 5371, Seattle, WA 98105, USA
| | - Randolph K Otto
- Department of Radiology, Seattle Children's Hospital, 4800 Sand Point Way NE, MA.7.220, Seattle, WA 98105, USA
| | - Marilyn J Siegel
- Edward Mallinckrodt Institute of Radiology, Washington University School of Medicine, 510 South Kingshighway Blvd, St. Louis, MO 63110, USA
| | - Simon C Ling
- Department of Paediatrics, Division of Gastroenterology, Hepatology and Nutrition, University of Toronto, 555 University Ave ON, Toronto, M5G 1X8, Canada
| | - Oscar M Navarro
- Department of Diagnostic Imaging, Division of Pediatric Imaging, University of Toronto, 263 McCaul St 4th floor, Toronto, ON M5T 1W7, Canada
| | - Roger K Harned
- Department of Radiology-Diagnostics, University of Colorado School of Medicine, 13123 East 16th Avenue, B125, Aurora, CO 80045, USA
| | - Michael R Narkewicz
- Department of Pediatrics, Section of Pediatric Gastroenterology, Hepatology and Nutrition, Digestive Health Institute, Children's Hospital Colorado, University of Colorado School of Medicine, 13123 East 16th Avenue, B290, Aurora, CO 80045, USA
| | - Jean P Molleston
- Department of Pediatrics, Division of Pediatric Gastroenterology, Hepatology and Nutrition, Riley Hospital for Children at IU Health, Indiana University School of Medicine, 705 Riley Hospital Drive, ROC 4210, Indianapolis, IN 46202, USA.
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10
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Merjaneh L, Hasan S, Kasim N, Ode KL. The role of modulators in cystic fibrosis related diabetes. J Clin Transl Endocrinol 2022; 27:100286. [PMID: 34917484 PMCID: PMC8668978 DOI: 10.1016/j.jcte.2021.100286] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Revised: 11/15/2021] [Accepted: 11/27/2021] [Indexed: 11/21/2022] Open
Abstract
The development and introduction of modulator therapies have completely shifted the paradigm for the treatment of cystic fibrosis (CF). Highly effective modulator therapies have driven marked improvements in lung function, exacerbation rate, weight and quality of life in CF patients. However, their effect on CF related diabetes (CFRD) is not well delineated. The role of CF transmembrane conductance regulator (CFTR) in CFRD pathogenesis is inadequately understood and research aimed at deciphering the underlying mechanisms of CFRD continues to evolve. In this review, we summarize what is known regarding the effect of CFTR modulators on CFRD. Small studies using ivacaftor monotherapy in gating mutations have revealed improvement in insulin secretion, glucose tolerance and/or decrease in insulin requirement. However, lumacaftor/ivacaftor studies (primarily in delta F 508 homozygous) have not revealed significant improvement in CFRD or glucose tolerance. No studies are yet available regarding the effect of the highly effective triple therapy (elexacaftor/tezacaftor/ivacaftor) on CFRD or insulin secretion. CFTR modulators might affect development or progression of CFRD through many mechanisms including improving insulin secretion by correcting the CFTR defect directly, improving ductal function, reducing islet inflammation, and improving incretin secretion or by enhancing insulin sensitivity via reduced systemic inflammation and increased physical activity driven by improved lung function and quality of life. On the other hand, they can stimulate appetite and improve gastrointestinal function resulting in increased caloric intake and absorption, driving excessive weight gain and potentially increased insulin resistance. If the defect in insulin secretion is reversible then it is possible that initiation of CFTR modulators at a younger age might help prevent CFRD. Despite the advances in CF management, CFRD remains a challenge and knowledge continues to evolve. Future studies will drive better understanding of the role of highly effective CFTR modulators in CFRD.
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Affiliation(s)
- Lina Merjaneh
- Division of Endocrinology, Department of Pediatrics, Seattle Children's Hospital, Seattle, WA, USA
| | - Sana Hasan
- Department of Endocrinology and Metabolism, Cleveland Clinic Foundation, Cleveland, OH
| | - Nader Kasim
- Division of Pediatric Diabetes and Endocrinology, Helen Devos Children’s Hospital, Spectrum Health, Grand Rapids, MI, USA
| | - Katie Larson Ode
- Division of Endocrinology, Department of Pediatrics, University of Iowa Stead Family Children’s Hospital, Iowa City, IA, USA
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11
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Kahn SE, Chen YC, Esser N, Taylor AJ, van Raalte DH, Zraika S, Verchere CB. The β Cell in Diabetes: Integrating Biomarkers With Functional Measures. Endocr Rev 2021; 42:528-583. [PMID: 34180979 PMCID: PMC9115372 DOI: 10.1210/endrev/bnab021] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Indexed: 02/08/2023]
Abstract
The pathogenesis of hyperglycemia observed in most forms of diabetes is intimately tied to the islet β cell. Impairments in propeptide processing and secretory function, along with the loss of these vital cells, is demonstrable not only in those in whom the diagnosis is established but typically also in individuals who are at increased risk of developing the disease. Biomarkers are used to inform on the state of a biological process, pathological condition, or response to an intervention and are increasingly being used for predicting, diagnosing, and prognosticating disease. They are also proving to be of use in the different forms of diabetes in both research and clinical settings. This review focuses on the β cell, addressing the potential utility of genetic markers, circulating molecules, immune cell phenotyping, and imaging approaches as biomarkers of cellular function and loss of this critical cell. Further, we consider how these biomarkers complement the more long-established, dynamic, and often complex measurements of β-cell secretory function that themselves could be considered biomarkers.
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Affiliation(s)
- Steven E Kahn
- Division of Metabolism, Endocrinology and Nutrition, Department of Medicine, VA Puget Sound Health Care System and University of Washington, Seattle, 98108 WA, USA
| | - Yi-Chun Chen
- BC Children's Hospital Research Institute and Centre for Molecular Medicine and Therapeutics, Vancouver, BC, V5Z 4H4, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V5Z 4H4, Canada.,Department of Surgery, University of British Columbia, Vancouver, BC, V5Z 4H4, Canada
| | - Nathalie Esser
- Division of Metabolism, Endocrinology and Nutrition, Department of Medicine, VA Puget Sound Health Care System and University of Washington, Seattle, 98108 WA, USA
| | - Austin J Taylor
- BC Children's Hospital Research Institute and Centre for Molecular Medicine and Therapeutics, Vancouver, BC, V5Z 4H4, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V5Z 4H4, Canada.,Department of Surgery, University of British Columbia, Vancouver, BC, V5Z 4H4, Canada
| | - Daniël H van Raalte
- Department of Internal Medicine, Amsterdam University Medical Center (UMC), Vrije Universiteit (VU) University Medical Center, 1007 MB Amsterdam, The Netherlands.,Department of Experimental Vascular Medicine, Amsterdam University Medical Center (UMC), Academic Medical Center, 1007 MB Amsterdam, The Netherlands
| | - Sakeneh Zraika
- Division of Metabolism, Endocrinology and Nutrition, Department of Medicine, VA Puget Sound Health Care System and University of Washington, Seattle, 98108 WA, USA
| | - C Bruce Verchere
- BC Children's Hospital Research Institute and Centre for Molecular Medicine and Therapeutics, Vancouver, BC, V5Z 4H4, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V5Z 4H4, Canada.,Department of Surgery, University of British Columbia, Vancouver, BC, V5Z 4H4, Canada
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12
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Westholm E, Wendt A, Eliasson L. Islet Function in the Pathogenesis of Cystic Fibrosis-Related Diabetes Mellitus. CLINICAL MEDICINE INSIGHTS-ENDOCRINOLOGY AND DIABETES 2021; 14:11795514211031204. [PMID: 34345195 PMCID: PMC8280842 DOI: 10.1177/11795514211031204] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Accepted: 06/22/2021] [Indexed: 12/12/2022]
Abstract
Cystic fibrosis-related diabetes mellitus (CFRD) is the most common non-pulmonary
co-morbidity in cystic fibrosis (CF). CF is caused by mutations in the cystic
fibrosis transmembrane conductance regulator gene (CFTR), which
leads to aberrant luminal fluid secretions in organs such as the lungs and
pancreas. How dysfunctional CFTR leads to CFRD is still under debate. Both
intrinsic effects of dysfunctional CFTR in hormone secreting cells of the islets
and effects of exocrine damage have been proposed. In the current review, we
discuss these non-mutually exclusive hypotheses with a special focus on how
dysfunctional CFTR in endocrine cells may contribute to an altered glucose
homeostasis. We outline the proposed role of CFTR in the molecular pathways of
β-cell insulin secretion and α-cell glucagon secretion, and touch upon the
importance of the exocrine pancreas and intra-pancreatic crosstalk for proper
islet function.
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Affiliation(s)
- Efraim Westholm
- Department of Clinical Sciences in Malmö, Islet Cell Exocytosis, Lund University Diabetes Centre, Lund University, Malmö, Sweden
| | - Anna Wendt
- Department of Clinical Sciences in Malmö, Islet Cell Exocytosis, Lund University Diabetes Centre, Lund University, Malmö, Sweden
| | - Lena Eliasson
- Department of Clinical Sciences in Malmö, Islet Cell Exocytosis, Lund University Diabetes Centre, Lund University, Malmö, Sweden
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13
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Iafusco F, Maione G, Rosanio FM, Mozzillo E, Franzese A, Tinto N. Cystic Fibrosis-Related Diabetes (CFRD): Overview of Associated Genetic Factors. Diagnostics (Basel) 2021; 11:diagnostics11030572. [PMID: 33810109 PMCID: PMC8005125 DOI: 10.3390/diagnostics11030572] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Accepted: 03/19/2021] [Indexed: 12/21/2022] Open
Abstract
Cystic fibrosis (CF) is the most common autosomal recessive disease in the Caucasian population and is caused by mutations in the CF transmembrane conductance regulator (CFTR) gene that encodes for a chloride/bicarbonate channel expressed on the membrane of epithelial cells of the airways and of the intestine, as well as in cells with exocrine and endocrine functions. A common nonpulmonary complication of CF is cystic fibrosis-related diabetes (CFRD), a distinct form of diabetes due to insulin insufficiency or malfunction secondary to destruction/derangement of pancreatic betacells, as well as to other factors that affect their function. The prevalence of CFRD increases with age, and 40–50% of CF adults develop the disease. Several proposed hypotheses on how CFRD develops have emerged, including exocrine-driven fibrosis and destruction of the entire pancreas, as well as contrasting theories on the direct or indirect impact of CFTR mutation on islet function. Among contributors to the development of CFRD, in addition to CFTR genotype, there are other genetic factors related and not related to type 2 diabetes. This review presents an overview of the current understanding on genetic factors associated with glucose metabolism abnormalities in CF.
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Affiliation(s)
- Fernanda Iafusco
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, 80131 Naples, Italy; (F.I.); (G.M.)
- CEINGE Advanced Biotechnology, 80131 Naples, Italy
| | - Giovanna Maione
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, 80131 Naples, Italy; (F.I.); (G.M.)
- CEINGE Advanced Biotechnology, 80131 Naples, Italy
| | - Francesco Maria Rosanio
- Regional Center of Pediatric Diabetology, Department of Translational Medical Sciences, Section of Pediatrics, University of Naples “Federico II”, 80131 Naples, Italy; (F.M.R.); (E.M.); (A.F.)
| | - Enza Mozzillo
- Regional Center of Pediatric Diabetology, Department of Translational Medical Sciences, Section of Pediatrics, University of Naples “Federico II”, 80131 Naples, Italy; (F.M.R.); (E.M.); (A.F.)
| | - Adriana Franzese
- Regional Center of Pediatric Diabetology, Department of Translational Medical Sciences, Section of Pediatrics, University of Naples “Federico II”, 80131 Naples, Italy; (F.M.R.); (E.M.); (A.F.)
| | - Nadia Tinto
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, 80131 Naples, Italy; (F.I.); (G.M.)
- CEINGE Advanced Biotechnology, 80131 Naples, Italy
- Correspondence:
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14
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Lin YC, Keenan K, Gong J, Panjwani N, Avolio J, Lin F, Adam D, Barrett P, Bégin S, Berthiaume Y, Bilodeau L, Bjornson C, Brusky J, Burgess C, Chilvers M, Consunji-Araneta R, Côté-Maurais G, Dale A, Donnelly C, Fairservice L, Griffin K, Henderson N, Hillaby A, Hughes D, Iqbal S, Itterman J, Jackson M, Karlsen E, Kosteniuk L, Lazosky L, Leung W, Levesque V, Maille É, Mateos-Corral D, McMahon V, Merjaneh M, Morrison N, Parkins M, Pike J, Price A, Quon BS, Reisman J, Smith C, Smith MJ, Vadeboncoeur N, Veniott D, Viczko T, Wilcox P, van Wylick R, Cutting G, Tullis E, Ratjen F, Rommens JM, Sun L, Solomon M, Stephenson AL, Brochiero E, Blackman S, Corvol H, Strug LJ. Cystic fibrosis-related diabetes onset can be predicted using biomarkers measured at birth. Genet Med 2021; 23:927-933. [PMID: 33500570 PMCID: PMC8105168 DOI: 10.1038/s41436-020-01073-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 12/09/2020] [Accepted: 12/15/2020] [Indexed: 12/16/2022] Open
Abstract
Purpose Cystic fibrosis (CF), caused by pathogenic variants in the CF transmembrane conductance regulator (CFTR), affects multiple organs including the exocrine pancreas, which is a causal contributor to cystic fibrosis–related diabetes (CFRD). Untreated CFRD causes increased CF-related mortality whereas early detection can improve outcomes. Methods Using genetic and easily accessible clinical measures available at birth, we constructed a CFRD prediction model using the Canadian CF Gene Modifier Study (CGS; n = 1,958) and validated it in the French CF Gene Modifier Study (FGMS; n = 1,003). We investigated genetic variants shown to associate with CF disease severity across multiple organs in genome-wide association studies. Results The strongest predictors included sex, CFTR severity score, and several genetic variants including one annotated to PRSS1, which encodes cationic trypsinogen. The final model defined in the CGS shows excellent agreement when validated on the FGMS, and the risk classifier shows slightly better performance at predicting CFRD risk later in life in both studies. Conclusion We demonstrated clinical utility by comparing CFRD prevalence rates between the top 10% of individuals with the highest risk and the bottom 10% with the lowest risk. A web-based application was developed to provide practitioners with patient-specific CFRD risk to guide CFRD monitoring and treatment.
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Affiliation(s)
- Yu-Chung Lin
- Department of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Katherine Keenan
- Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Jiafen Gong
- Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Naim Panjwani
- Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Julie Avolio
- Program in Translational Medicine, The Hospital for Sick Children, Toronto, ON, Canada
| | - Fan Lin
- Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Damien Adam
- Department of Medicine, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada.,CRCHUM, Montréal, QC, Canada
| | | | | | - Yves Berthiaume
- Department of Medicine, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Lara Bilodeau
- Centre de recherche de l'Institut universitaire de cardiologie et de pneumologie de Québec-Université Laval, Québec City, QC, Canada
| | | | - Janna Brusky
- Jim Pattison Children's Hospital, Saskatoon, SK, Canada
| | | | - Mark Chilvers
- British Columbia Children's Hospital, Vancouver, BC, Canada
| | | | | | - Andrea Dale
- Queen Elizabeth II Health Sciences Centre, Halifax, NS, Canada
| | | | | | | | | | | | | | - Shaikh Iqbal
- The Children's Hospital of Winnipeg, Winnipeg, MB, Canada
| | | | - Mary Jackson
- Royal University Hospital, Saskatoon, SK, Canada
| | | | | | | | - Winnie Leung
- University of Alberta Hospital, Edmonton, AB, Canada
| | | | | | | | | | | | - Nancy Morrison
- Queen Elizabeth II Health Sciences Centre, Halifax, NS, Canada
| | | | | | - April Price
- The Children's Hospital of Western Ontario, London, ON, Canada
| | | | - Joe Reisman
- The Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - Clare Smith
- Foothills Medical Centre, Calgary, AB, Canada
| | - Mary Jane Smith
- Janeway Children's Health & Rehabilitation Centre, St. John's, NL, Canada
| | - Nathalie Vadeboncoeur
- Centre de recherche de l'Institut universitaire de cardiologie et de pneumologie de Québec-Université Laval, Québec City, QC, Canada
| | | | - Terry Viczko
- British Columbia Children's Hospital, Vancouver, BC, Canada
| | | | | | - Garry Cutting
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Felix Ratjen
- Program in Translational Medicine, The Hospital for Sick Children, Toronto, ON, Canada.,Division of Respiratory Medicine, Hospital for Sick Children, Toronto, ON, Canada
| | - Johanna M Rommens
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Lei Sun
- Department of Statistical Sciences, University of Toronto, Toronto, ON, Canada
| | - Melinda Solomon
- Division of Respiratory Medicine, Hospital for Sick Children, Toronto, ON, Canada
| | | | - Emmanuelle Brochiero
- Department of Medicine, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada.,CRCHUM, Montréal, QC, Canada
| | - Scott Blackman
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Harriet Corvol
- Assistance Publique-Hôpitaux de Paris, Hôpital Trousseau, Pediatric Pulmonary Department, Paris, France.,Sorbonne Université, Institut National de la Santé et de la Recherche Médicale, Centre de Recherche Saint Antoine, Paris, France
| | - Lisa J Strug
- Department of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada. .,Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada. .,Department of Statistical Sciences, University of Toronto, Toronto, ON, Canada. .,The Center for Applied Genomics, The Hospital for Sick Children, Toronto, ON, Canada. .,Department of Computer Science, University of Toronto, Toronto, ON, Canada.
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15
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Wherry K, Williamson I, Chapman RH, Kuntz KM. Cost-Effectiveness of Ivacaftor Therapy for Treatment of Cystic Fibrosis Patients With the G551D Gating Mutation. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2020; 23:1332-1339. [PMID: 33032777 DOI: 10.1016/j.jval.2020.05.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 04/03/2020] [Accepted: 05/18/2020] [Indexed: 06/11/2023]
Abstract
OBJECTIVES Cystic fibrosis (CF) is a rare genetic disease with no cure. Until recently, treatment has targeted symptoms of the disease and not the disease-causing genetic defect. Ivacaftor is included in a new class of breakthrough drugs targeting the genetic defects of CF. We sought to estimate the long-term cost-effectiveness of ivacaftor from a US payer perspective. METHODS We developed an individual-level microsimulation model that followed a cohort of heterogeneous US CF patients over a lifetime. The primary outcome of interest was quality-adjusted life years (QALYs). We also compared unadjusted life years, count of acute pulmonary exacerbations, and count of lung transplants over a lifetime between patients treated with ivacaftor plus best supportive care and patients treated with best supportive care alone. We conducted one-way and probabilistic sensitivity analyses to test the impact of various model inputs and uncertainties. RESULTS We found a substantial increase in QALYs, life years, and treatment costs over a lifetime for patients treated with ivacaftor plus best supportive care versus best supportive care alone. Discounted results for ivacaftor were 22.92 QALYs and $8 797 840 in total lifetime costs compared to 16.12 QALYs and $2 336 366 lifetime costs for best supportive care alone. The incremental cost-effectiveness ratios (ICERs) were $950 217 per QALY. Results from the probabilistic sensitivity analysis indicated a 0% chance that ivacaftor was cost-effective at a willingness-to-pay (WTP) threshold of $500 000 per QALY. CONCLUSIONS Treatment with ivacaftor plus best supportive care versus best supportive care alone is not cost-effective at or near commonly accepted WTP thresholds.
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Affiliation(s)
- Kael Wherry
- Division of Health Policy and Management, University of Minnesota, School of Public Health, Minneapolis, MN, USA.
| | - Ian Williamson
- Division of Health Policy and Management, University of Minnesota, School of Public Health, Minneapolis, MN, USA
| | | | - Karen M Kuntz
- Division of Health Policy and Management, University of Minnesota, School of Public Health, Minneapolis, MN, USA
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16
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Abstract
Cystic fibrosis (CF) is the most common fatal autosomal recessive disease in the Caucasian population. A mutation in the cystic fibrosis transmembrane regulator protein (CFTR) gene leads to the production of abnormally viscous mucus and secretions in the lungs of these patients. A similar pathology also occurs in other organs. In the abdomen, among others the gastrointestinal tract, the pancreas, and the hepatobiliary system are affected. The involvement of the pancreas leads to its exocrine and endocrine insufficiency. Hepatic manifestations include hepatic steatosis, focal biliary and multilobular cirrhosis, and portal hypertension. Biliary complications include cholelithiasis, microgallbladder, and sclerosing cholangitis. In the gastrointestinal tract, complications such as the distal intestinal obstruction syndrome, invaginations, chronic constipation, wall thickening, and fibrosis in the colon may occur. An important renal manifestation is nephrolithiasis. With currently rapidly increasing life expectancy of patients with cystic fibrosis, complications of extrapulmonary cystic fibrosis manifestations including hepatic and gastrointestinal malignancy could be an increasing cause of morbidity and mortality of these patients. It is therefore important for radiologists to know and recognize these clinical patterns and to monitor these manifestations in follow-up exams. Previous therapy of extrapulmonary manifestations has been largely symptomatic. Fortunately, the new CFTR modulators seem to represent an effective causal therapeutic approach here.
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Affiliation(s)
- Olaf Sommerburg
- Sektion für Pädiatrische Pneumologie & Allergologie und Mukoviszidosezentrum, Zentrum für Kinder- und Jugendmedizin, Universitätsklinikum Heidelberg, Im Neuenheimer Feld 430, 69120, Heidelberg, Deutschland. .,Zentrum für Translationale Lungenforschung Heidelberg (TLRC), Deutsches Zentrum für Lungenforschung (DZL), Universitätsklinikum Heidelberg, Heidelberg, Deutschland.
| | - Jens-Peter Schenk
- Sektion für Pädiatrische Radiologie, Klinik für Diagnostische und Interventionelle Radiologie, Universitätsklinikum Heidelberg, Heidelberg, Deutschland
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17
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Bidirectional relationship between diabetes and pulmonary function: a systematic review and meta-analysis. DIABETES & METABOLISM 2020; 47:101186. [PMID: 32889114 DOI: 10.1016/j.diabet.2020.08.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Revised: 07/25/2020] [Accepted: 08/01/2020] [Indexed: 01/29/2023]
Abstract
AIM Evidence of the lungs being a target organ of diabetes-related pathophysiology is increasing, and decreased pulmonary function increases the risk of diabetes after adjusting for demographic and metabolic factors. This systematic review and meta-analysis evaluates the bidirectional relationship between diabetes and pulmonary function. METHODS MEDLINE, Embase, The Cochrane Library and Web of Science databases were searched, and all studies describing this bidirectional relationship were identified. Two reviewers independently extracted study characteristics and assessed the risk of bias. RESULTS A total of 93 studies were included in the meta-analysis. The pooled weighted mean difference (WMD) between diabetes patients and non-diabetic participants for forced expiratory volume in 1 s (FEV1) and forced vital capacity (FVC) were -5.65% and -5.91%, respectively, of predicted values. Diabetes-related microvascular complications and poor glycaemic control were associated with poorer pulmonary function in those with diabetes. In addition, diabetes was associated with a restrictive spirometry pattern (RSP) in both cross-sectional studies [odds ratio (OR): 2.88, 95% confidence interval (CI): 2.18-3.81, I2 = 0.0%] and prospective cohort studies [hazard ratio (HR): 1.57, 95% CI: 1.04-2.36]. In five longitudinal studies, the conclusions were inconsistent as to whether or not diabetes accelerates pulmonary function decline. However, every 10% decrease in baseline predicted FVC value was associated with a 13% higher risk of incident diabetes (HR: 1.13, 95% CI: 1.09-1.17, I2 = 0.0%). CONCLUSION There is a bidirectional relationship between diabetes and pulmonary function. However, further investigations into whether dynamic changes in glycaemic levels before and shortly after diabetes onset mediate the deleterious effects on pulmonary function, or vice versa, are now required.
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19
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Kutney K, Donnola SB, Flask CA, Gubitosi-Klug R, O’Riordan M, McBennett K, Sferra TJ, Kaminski B. Lumacaftor/ivacaftor therapy is associated with reduced hepatic steatosis in cystic fibrosis patients. World J Hepatol 2019; 11:761-772. [PMID: 31966908 PMCID: PMC6960296 DOI: 10.4254/wjh.v11.i12.761] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Revised: 10/28/2019] [Accepted: 11/26/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Hepatic steatosis is a common form of cystic fibrosis associated liver disease (CFLD) seen in an estimated 15%-60% of patients with cystic fibrosis (CF). The pathophysiology and health implications of hepatic steatosis in cystic fibrosis remain largely unknown. In the general population, hepatic steatosis is strongly associated with insulin resistance and type 2 diabetes. Cystic fibrosis related diabetes (CFRD) impacts 40%-50% of CF adults and is characterized by both insulin insufficiency and insulin resistance. We hypothesized that patients with CFRD would have higher levels of hepatic steatosis than cystic fibrosis patients without diabetes.
AIM To determine whether CFRD is associated with hepatic steatosis and to explore the impact of lumacaftor/ivacaftor therapy on hepatic steatosis in CF.
METHODS Thirty patients with CF were recruited from a tertiary care medical center for this cross-sectional study. Only pancreatic insufficient patients with CFRD or normal glucose tolerance (NGT) were included. Patients with established CFLD, end stage lung disease, or persistently elevated liver enzymes were excluded. Mean magnetic resonance imaging (MRI) proton density fat fraction (PDFF) was obtained for all participants. Clinical characteristics [age, sex, body mass index, percent predicted forced expiratory volume at 1 s (FEV1), lumacaftor/ivacaftor use] and blood chemistries were assessed for possible association with hepatic steatosis. Hepatic steatosis was defined as a mean MRI PDFF > 5%. Patients were grouped by diabetes status (CFRD, NGT) and cystic fibrosis transmembrane conductance regulator (CFTR) modulator use (lumacaftor/ivacaftor, no lumacaftor/ivacaftor) to determine between group differences. Continuous variables were analyzed with a Wilcoxon rank sum test and discrete variables with a Chi square test or Fisher’s exact test.
RESULTS Twenty subjects were included in the final analysis. The median age was 22.3 years (11.3-39.0) and median FEV1 was 77% (33%-105%). Twelve subjects had CFRD and 8 had NGT. Nine subjects were receiving lumacaftor/ivacaftor. The median PDFF was 3.0% (0.0%-21.0%). Six subjects (30%) had hepatic steatosis defined as PDFF > 5%. Hepatic fat fraction was significantly lower in patients receiving lumacaftor/ivacaftor (median, range) (2.0%, 0.0%-6.4%) than in patients not receiving lumacaftor/ivacaftor (4.1%, 2.7-21.0%), P = 0.002. Though patients with CFRD had lower PDFF (2.2%, 0.0%-14.5%) than patients with NGT (4.9%, 2.4-21.0%) this did not reach statistical significance, P = 0.06. No other clinical characteristic was strongly associated with hepatic steatosis.
CONCLUSION Use of the CFTR modulator lumacaftor/ivacaftor was associated with significantly lower hepatic steatosis. No association between CFRD and hepatic steatosis was found in this cohort.
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Affiliation(s)
- Katherine Kutney
- Department of Pediatric Endocrinology, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, United States
- Department of Pediatrics, Case Western Reserve University, Cleveland, OH 44106, United States
| | - Shannon B Donnola
- Department of Radiology Case Western Reserve University, Cleveland, OH 44106, United States
| | - Chris A Flask
- Department of Radiology Case Western Reserve University, Cleveland, OH 44106, United States
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, United States
- Department of Pediatrics, Case Western Reserve University, Cleveland, OH 44106, United States
| | - Rose Gubitosi-Klug
- Department of Pediatric Endocrinology, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, United States
- Department of Pediatrics, Case Western Reserve University, Cleveland, OH 44106, United States
| | - MaryAnn O’Riordan
- Department of Pediatric Endocrinology, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, United States
- Department of Pediatrics, Case Western Reserve University, Cleveland, OH 44106, United States
| | - Kimberly McBennett
- Department of Pediatric Endocrinology, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, United States
- Department of Pediatrics, Case Western Reserve University, Cleveland, OH 44106, United States
| | - Thomas J Sferra
- Department of Pediatric Endocrinology, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, United States
- Department of Pediatrics, Case Western Reserve University, Cleveland, OH 44106, United States
| | - Beth Kaminski
- Department of Pediatric Endocrinology, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, United States
- Department of Pediatrics, Case Western Reserve University, Cleveland, OH 44106, United States
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20
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Granados A, Chan CL, Ode KL, Moheet A, Moran A, Holl R. Cystic fibrosis related diabetes: Pathophysiology, screening and diagnosis. J Cyst Fibros 2019; 18 Suppl 2:S3-S9. [DOI: 10.1016/j.jcf.2019.08.016] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Revised: 08/14/2019] [Accepted: 08/15/2019] [Indexed: 12/12/2022]
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21
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Perrem L, Stanojevic S, Solomon M, Carpenter S, Ratjen F. Incidence and risk factors of paediatric cystic fibrosis-related diabetes. J Cyst Fibros 2019; 18:874-878. [PMID: 31072797 DOI: 10.1016/j.jcf.2019.04.015] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Revised: 04/19/2019] [Accepted: 04/19/2019] [Indexed: 11/15/2022]
Abstract
INTRODUCTION Cystic fibrosis-related diabetes (CFRD) is a common complication of cystic fibrosis (CF) directly linked to increased morbidity and mortality. Both the incidence of type I and type II diabetes has been shown to increase in the general population. In this study, we investigated the incidence and risk factors of CFRD in a paediatric CF population. METHODS Prospectively collected data from the Canadian CF Registry (CCFR) from 2000 to 2016 for patients ages 10 to 18 years was used to determine the incidence of CFRD. Risk factors for CFRD in the Canadian population were investigated using a nested case-control design. Conditional logistic regression analysis with a 4:1 control: case matching was used. RESULTS From 2000 to 2016, 2326 patients with CF aged between 10 through 18 years were included in the CCFR, during this time the overall incidence rate of CFRD was 2.1 cases per 100 patient-years (95% confidence interval 1.8 to 2.3). Incidence rates were stable in the Canadian cohort over three consecutive time periods 2000-2005, 2006-2010; 2011-2016. Worse lung function, female gender, history of allergic bronchopulmonary aspergillosis, Gastrostomy tube insertion and liver disease were statistically significant risk factors for CFRD. CONCLUSION The incidence of CFRD in the Canadian paediatric population has been stable over time, in contrast to the rising rates of Type 1 and Type 2 diabetes in the general paediatric population. The risk factor for CFRD in this contemporary population were consistent with previous studies.
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Affiliation(s)
- Lucy Perrem
- Division of Respiratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada
| | - Sanja Stanojevic
- Translational Medicine, Research Institute, Hospital for Sick Children, Toronto, ON, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, ON, Canada
| | - Melinda Solomon
- Division of Respiratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada; Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Susan Carpenter
- Division of Respiratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada
| | - Felix Ratjen
- Division of Respiratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada; Translational Medicine, Research Institute, Hospital for Sick Children, Toronto, ON, Canada; Department of Paediatrics, University of Toronto, Toronto, ON, Canada.
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22
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Frost F, Dyce P, Ochota A, Pandya S, Clarke T, Walshaw MJ, Nazareth DS. Cystic fibrosis-related diabetes: optimizing care with a multidisciplinary approach. Diabetes Metab Syndr Obes 2019; 12:545-552. [PMID: 31118718 PMCID: PMC6499442 DOI: 10.2147/dmso.s180597] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Accepted: 03/28/2019] [Indexed: 12/13/2022] Open
Abstract
Cystic fibrosis-related diabetes (CFRD) is a common complication of cystic fibrosis and can be present in over 50% of adults with the disease. CFRD is associated with poorer clinical outcomes, including accelerated pulmonary function decline and excess morbidity. The management of CFRD is complex and differs from that of type 1 and type 2 diabetes mellitus such that clinicians responsible for the care of people with CFRD must work closely with colleagues across a number of different specialities and disciplines. This review aims to discuss why a multi-disciplinary approach is important and how it can be harnessed to optimize the care of people with CFRD.
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Affiliation(s)
- Freddy Frost
- Respiratory Medicine, Adult CF Centre, Liverpool Heart & Chest Hospital, LiverpoolL14 3PE, UK
| | - Paula Dyce
- Cystic Fibrosis Related Diabetes Service, Adult CF Centre, Liverpool Heart & Chest Hospital, LiverpoolL14 3PE, UK
| | - Alicja Ochota
- Adult CF Centre, Liverpool Heart & Chest Hospital, Liverpool, L14 3PE, UK
| | - Sejal Pandya
- Adult CF Centre, Liverpool Heart & Chest Hospital, Liverpool, L14 3PE, UK
| | - Thomas Clarke
- Adult CF Centre, Liverpool Heart & Chest Hospital, Liverpool, L14 3PE, UK
| | - Martin J Walshaw
- Respiratory Medicine, Adult CF Centre, Liverpool Heart & Chest Hospital, LiverpoolL14 3PE, UK
| | - Dilip S Nazareth
- Respiratory Medicine, Adult CF Centre, Liverpool Heart & Chest Hospital, LiverpoolL14 3PE, UK
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23
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Khan H, Mew N, Kaufman S, Yazigi N, Fishbein T, Khan K. Unusual Cystic Fibrosis Transmembrane Conductance Regulator Mutations and Liver Disease: A Case Series and Review of the Literature. Transplant Proc 2019; 51:790-793. [DOI: 10.1016/j.transproceed.2018.11.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Revised: 09/27/2018] [Accepted: 11/15/2018] [Indexed: 12/18/2022]
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24
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Norris AW, Ode KL, Merjaneh L, Sanda S, Yi Y, Sun X, Engelhardt JF, Hull RL. Survival in a bad neighborhood: pancreatic islets in cystic fibrosis. J Endocrinol 2019; 241:JOE-18-0468.R1. [PMID: 30759072 PMCID: PMC6675675 DOI: 10.1530/joe-18-0468] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 02/13/2019] [Indexed: 12/12/2022]
Abstract
In cystic fibrosis (CF), ductal plugging and acinar loss result in rapid decline of exocrine pancreatic function. This destructive process results in remodeled islets, with only a modest reduction in insulin producing β cells. However, β-cell function is profoundly impaired, with decreased insulin release and abnormal glucose tolerance being present even in infants with CF. Ultimately, roughly half of CF subjects develop diabetes (termed CF-related diabetes, CFRD). Importantly, CFRD increases CF morbidity and mortality via worsening catabolism and pulmonary disease. Current accepted treatment options for CFRD are aimed at insulin replacement, thereby improving glycemia as well as preventing nutritional losses and lung decline. CFRD is a unique form of diabetes with a distinct pathophysiology that is as yet incompletely understood. Recent studies highlight emerging areas of interest. First, islet inflammation and lymphocyte infiltration are common even in young children with CF and may contribute to β-cell failure. Second, controversy exists in the literature regarding the presence/importance of β-cell intrinsic functions of CFTR and its direct role in modulating insulin release. Third, loss of the CF transmembrane conductance regulator (CFTR) from pancreatic ductal epithelium, the predominant site of its synthesis, results in paracrine effects that impair insulin release. Finally, the degree of β-cell loss in CFRD does not appear sufficient to explain the deficit in insulin release. Thus, it may be possible to enhance the function of the remaining β cells using strategies such as targeting islet inflammation or ductal CFTR deficiency to effectively treat or even prevent CFRD.
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Affiliation(s)
- Andrew W. Norris
- Department of Pediatrics, University of Iowa, Iowa City, Iowa 52242
- Fraternal Order of Eagles Diabetes Research Center, University of Iowa, Iowa City, Iowa 52242
| | - Katie Larson Ode
- Department of Pediatrics, University of Iowa, Iowa City, Iowa 52242
- Fraternal Order of Eagles Diabetes Research Center, University of Iowa, Iowa City, Iowa 52242
| | - Lina Merjaneh
- Division of Endocrinology & Diabetes, Seattle Children’s Hospital, Seattle, Washington 98105
| | - Srinath Sanda
- Department of Pediatrics, University of California San Francisco, San Francisco, CA
- Diabetes Center, University of California San Francisco, San Francisco, CA
| | - Yaling Yi
- Department of Anatomy and Cell Biology, University of Iowa, Iowa City, Iowa 52242
| | - Xingshen Sun
- Department of Anatomy and Cell Biology, University of Iowa, Iowa City, Iowa 52242
| | - John F. Engelhardt
- Fraternal Order of Eagles Diabetes Research Center, University of Iowa, Iowa City, Iowa 52242
- Department of Anatomy and Cell Biology, University of Iowa, Iowa City, Iowa 52242
| | - Rebecca L. Hull
- Veterans Affairs Puget Sound Health Care System, Seattle, WA 98108, United States
- Division of Metabolism, Endocrinology and Nutrition, Department of Medicine, University of Washington, Seattle, WA 98195, United States
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25
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Taylor-Robinson D, Archangelidi O, Carr SB, Cosgriff R, Gunn E, Keogh RH, MacDougall A, Newsome S, Schlüter DK, Stanojevic S, Bilton D. Data Resource Profile: The UK Cystic Fibrosis Registry. Int J Epidemiol 2019; 47:9-10e. [PMID: 29040601 PMCID: PMC5837577 DOI: 10.1093/ije/dyx196] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/22/2017] [Indexed: 11/14/2022] Open
Affiliation(s)
| | - Olia Archangelidi
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Siobhán B Carr
- Department of Paediatric Respiratory Medicine, Royal Brompton and Harefield NHS Foundation Trust, London
| | | | | | - Ruth H Keogh
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK
| | - Amy MacDougall
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Simon Newsome
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK
| | - Daniela K Schlüter
- Centre for Health Informatics, Computing and Statistics (CHICAS), Lancaster University, Lancaster, UK
| | - Sanja Stanojevic
- Translational Medicine, Hospital for Sick Children and Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Diana Bilton
- National Heart and Lung Institute, Imperial College London, London, UK
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26
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Alaa AM, van der Schaar M. Prognostication and Risk Factors for Cystic Fibrosis via Automated Machine Learning. Sci Rep 2018; 8:11242. [PMID: 30050169 PMCID: PMC6062529 DOI: 10.1038/s41598-018-29523-2] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Accepted: 07/03/2018] [Indexed: 01/14/2023] Open
Abstract
Accurate prediction of survival for cystic fibrosis (CF) patients is instrumental in establishing the optimal timing for referring patients with terminal respiratory failure for lung transplantation (LT). Current practice considers referring patients for LT evaluation once the forced expiratory volume (FEV1) drops below 30% of its predicted nominal value. While FEV1 is indeed a strong predictor of CF-related mortality, we hypothesized that the survival behavior of CF patients exhibits a lot more heterogeneity. To this end, we developed an algorithmic framework, which we call AutoPrognosis, that leverages the power of machine learning to automate the process of constructing clinical prognostic models, and used it to build a prognostic model for CF using data from a contemporary cohort that involved 99% of the CF population in the UK. AutoPrognosis uses Bayesian optimization techniques to automate the process of configuring ensembles of machine learning pipelines, which involve imputation, feature processing, classification and calibration algorithms. Because it is automated, it can be used by clinical researchers to build prognostic models without the need for in-depth knowledge of machine learning. Our experiments revealed that the accuracy of the model learned by AutoPrognosis is superior to that of existing guidelines and other competing models.
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Affiliation(s)
- Ahmed M Alaa
- Department of Electrical Engineering, University of California, Los Angeles, CA, 90095, USA.
| | - Mihaela van der Schaar
- Department of Electrical Engineering, University of California, Los Angeles, CA, 90095, USA.
- Alan Turing Institute, London, NW1 2DB, UK.
- Engineering Science Department, University of Oxford, Oxford, OX1 3PJ, UK.
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27
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Lecube A, Simó R, Pallayova M, Punjabi NM, López-Cano C, Turino C, Hernández C, Barbé F. Pulmonary Function and Sleep Breathing: Two New Targets for Type 2 Diabetes Care. Endocr Rev 2017; 38:550-573. [PMID: 28938479 DOI: 10.1210/er.2017-00173] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Accepted: 08/29/2017] [Indexed: 02/07/2023]
Abstract
Population-based studies showing the negative impact of type 2 diabetes (T2D) on lung function are overviewed. Among the well-recognized pathophysiological mechanisms, the metabolic pathways related to insulin resistance (IR), low-grade chronic inflammation, leptin resistance, microvascular damage, and autonomic neuropathy are emphasized. Histopathological changes are exposed, and findings reported from experimental models are clearly differentiated from those described in humans. The accelerated decline in pulmonary function that appears in patients with cystic fibrosis (CF) with related abnormalities of glucose tolerance and diabetes is considered as an example to further investigate the relationship between T2D and the lung. Furthermore, a possible causal link between antihyperglycemic therapies and pulmonary function is examined. T2D similarly affects breathing during sleep, becoming an independent risk factor for higher rates of sleep apnea, leading to nocturnal hypoxemia and daytime sleepiness. Therefore, the impact of T2D on sleep breathing and its influence on sleep architecture is analyzed. Finally, the effect of improving some pathophysiological mechanisms, primarily IR and inflammation, as well as the optimization of blood glucose control on sleep breathing is evaluated. In summary, the lung should be considered by those providing care for people with diabetes and raise the central issue of whether the normalization of glucose levels can improve pulmonary function and ameliorate sleep-disordered breathing. Therefore, patients with T2D should be considered a vulnerable group for pulmonary dysfunction. However, further research aimed at elucidating how to screen for the lung impairment in the population with diabetes in a cost-effective manner is needed.
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Affiliation(s)
- Albert Lecube
- Endocrinology and Nutrition Department, Hospital Universitari Arnau de Vilanova, Institut de Recerca Biomédica de Lleida, Universitat de Lleida, Spain.,Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Instituto de Salud Carlos III, Spain
| | - Rafael Simó
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Instituto de Salud Carlos III, Spain.,Endocrinology and Nutrition Department, Hospital Universitari Vall d'Hebron, Diabetes and Metabolism Research Unit, Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Spain
| | - Maria Pallayova
- Department of Medicine, Weill Cornell Medicine.,Department of Human Physiology and Sleep Laboratory, Faculty of Medicine, Pavol Jozef Šafárik University, Slovak Republic
| | - Naresh M Punjabi
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University.,Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University
| | - Carolina López-Cano
- Endocrinology and Nutrition Department, Hospital Universitari Arnau de Vilanova, Institut de Recerca Biomédica de Lleida, Universitat de Lleida, Spain
| | - Cecilia Turino
- Respiratory Department, Hospital Universitari Arnau de Vilanova-Santa María, Institut de Recerca Biomédica de Lleida, Universitat de Lleida, Spain
| | - Cristina Hernández
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Instituto de Salud Carlos III, Spain.,Endocrinology and Nutrition Department, Hospital Universitari Vall d'Hebron, Diabetes and Metabolism Research Unit, Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Spain
| | - Ferran Barbé
- Respiratory Department, Hospital Universitari Arnau de Vilanova-Santa María, Institut de Recerca Biomédica de Lleida, Universitat de Lleida, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias, Instituto de Salud Carlos III, Spain
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28
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Freeman AJ, Ooi CY. Pancreatitis and pancreatic cystosis in Cystic Fibrosis. J Cyst Fibros 2017; 16 Suppl 2:S79-S86. [DOI: 10.1016/j.jcf.2017.07.004] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Revised: 07/05/2017] [Accepted: 07/05/2017] [Indexed: 01/15/2023]
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29
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Yoon JC. Evolving Mechanistic Views and Emerging Therapeutic Strategies for Cystic Fibrosis-Related Diabetes. J Endocr Soc 2017; 1:1386-1400. [PMID: 29264462 PMCID: PMC5686691 DOI: 10.1210/js.2017-00362] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Accepted: 10/25/2017] [Indexed: 12/19/2022] Open
Abstract
Diabetes is a common and important complication of cystic fibrosis, an autosomal recessive genetic disease due to mutations in the cystic fibrosis transmembrane conductance regulator (CFTR) gene. Cystic fibrosis-related diabetes (CFRD) is associated with profound detrimental effects on the disease course and mortality and is expected to increase in prevalence as the survival of patients with cystic fibrosis continues to improve. Despite progress in the functional characterization of CFTR molecular defects, the mechanistic basis of CFRD is not well understood, in part because of the relative inaccessibility of the pancreatic tissue and the limited availability of representative animal models. This review presents a concise overview of the current understanding of CFRD pathogenesis and provides a cutting-edge update on novel findings from human and animal studies. Potential contributions from paracrine mechanisms and β-cell compensatory mechanisms are highlighted, as well as functional β-cell and α-cell defects, incretin defects, exocrine pancreatic insufficiency, and loss of islet cell mass. State-of-the-art and emerging treatment options are explored, including advances in insulin administration, CFTR modulators, cell replacement, gene replacement, and gene editing therapies.
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Affiliation(s)
- John C Yoon
- Division of Endocrinology, Department of Internal Medicine, University of California Davis School of Medicine, Davis, California 95616
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30
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Sheikh S, Gudipaty L, De Leon DD, Hadjiliadis D, Kubrak C, Rosenfeld NK, Nyirjesy SC, Peleckis AJ, Malik S, Stefanovski D, Cuchel M, Rubenstein RC, Kelly A, Rickels MR. Reduced β-Cell Secretory Capacity in Pancreatic-Insufficient, but Not Pancreatic-Sufficient, Cystic Fibrosis Despite Normal Glucose Tolerance. Diabetes 2017; 66:134-144. [PMID: 27495225 PMCID: PMC5204312 DOI: 10.2337/db16-0394] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2016] [Accepted: 08/01/2016] [Indexed: 01/21/2023]
Abstract
Patients with pancreatic-insufficient cystic fibrosis (PI-CF) are at increased risk for developing diabetes. We determined β-cell secretory capacity and insulin secretory rates from glucose-potentiated arginine and mixed-meal tolerance tests (MMTTs), respectively, in pancreatic-sufficient cystic fibrosis (PS-CF), PI-CF, and normal control subjects, all with normal glucose tolerance, in order to identify early pathophysiologic defects. Acute islet cell secretory responses were determined under fasting, 230 mg/dL, and 340 mg/dL hyperglycemia clamp conditions. PI-CF subjects had lower acute insulin, C-peptide, and glucagon responses compared with PS-CF and normal control subjects, indicating reduced β-cell secretory capacity and α-cell function. Fasting proinsulin-to-C-peptide and proinsulin secretory ratios during glucose potentiation were higher in PI-CF, suggesting impaired proinsulin processing. In the first 30 min of the MMTT, insulin secretion was lower in PI-CF compared with PS-CF and normal control subjects, and glucagon-like peptide 1 and gastric inhibitory polypeptide were lower compared with PS-CF, and after 180 min, glucose was higher in PI-CF compared with normal control subjects. These findings indicate that despite "normal" glucose tolerance, adolescents and adults with PI-CF have impairments in functional islet mass and associated early-phase insulin secretion, which with decreased incretin responses likely leads to the early development of postprandial hyperglycemia in CF.
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Affiliation(s)
- Saba Sheikh
- Division of Pulmonary Medicine, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Lalitha Gudipaty
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Diva D De Leon
- Division of Endocrinology and Diabetes, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Denis Hadjiliadis
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Christina Kubrak
- Division of Pulmonary Medicine, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Nora K Rosenfeld
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Sarah C Nyirjesy
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Amy J Peleckis
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Saloni Malik
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Darko Stefanovski
- Department of Biostatistics, University of Pennsylvania School of Veterinary Medicine, Philadelphia, PA
| | - Marina Cuchel
- Division of Translational Medicine and Human Genetics, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Ronald C Rubenstein
- Division of Pulmonary Medicine, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Andrea Kelly
- Division of Endocrinology and Diabetes, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Michael R Rickels
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
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31
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Boudreau V, Coriati A, Hammana I, Ziai S, Desjardins K, Berthiaume Y, Rabasa-Lhoret R. Variation of glucose tolerance in adult patients with cystic fibrosis: What is the potential contribution of insulin sensitivity? J Cyst Fibros 2016; 15:839-845. [DOI: 10.1016/j.jcf.2016.04.004] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2015] [Revised: 03/30/2016] [Accepted: 04/14/2016] [Indexed: 01/13/2023]
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32
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Abstract
Cystic fibrosis-related diabetes mellitus (CFRD) is the most common endocrine complication of cystic fibrosis (CF), affecting more than 50% of patients by the 4th decade of life. CFRD is often preceded by worsening pulmonary status and nutritional decline. Treatment of CFRD is associated with improvements in body weight and pulmonary function and a reduction in pulmonary exacerbations. Because of the clinical significance of CFRD, diabetes screening with an oral glucose tolerance test (OGTT) is recommended annually for all patients with CF starting at age 10 years. The OGTT detects CFRD with greater sensitivity than random glucose or hemoglobin A1c testing. The first-line treatment for CFRD is insulin. The use of other treatments such as oral medications remains under study. [Pediatr Ann. 2016;45(9):e321-e326.].
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Litvin M, Nwachukwu S. Cystic Fibrosis Related Diabetes: a Unique Challenge in Diabetes Care. MISSOURI MEDICINE 2016; 113:384-389. [PMID: 30228505 PMCID: PMC6139848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Cystic Fibrosis (CF) is a common autosomal recessive disease that affects multiple organs due to a defect in the gene encoding the cystic fibrosis transmembrane conductance regulator (CFTR). This transporter is present in various organs and tissues, including the airway epithelium, sinuses, pancreas, intestine, biliary tree, the vas deferens, and the sweat ducts, making CF a multi-system disease1. As CF patients are living longer, pancreatic function declines and diabetes emerges, further complicating the nutritional status and care of these patients.
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Affiliation(s)
- Marina Litvin
- Marina Litvin, MD, is an Assistant Professor, Division of Endocrinology, Metabolism, and Lipid Research, department of Medicine, Washington University School of Medicine, St. Louis
| | - Schola Nwachukwu
- Schola Nwachukwu, MD, is a Clinical Fellow, Division of Endocrinology, Metabolism, and Lipid Research, department of Medicine, Washington University School of Medicine, St. Louis
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Prentice B, Hameed S, Verge CF, Ooi CY, Jaffe A, Widger J. Diagnosing cystic fibrosis-related diabetes: current methods and challenges. Expert Rev Respir Med 2016; 10:799-811. [DOI: 10.1080/17476348.2016.1190646] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Bernadette Prentice
- Department of Respiratory Medicine, Sydney Children’s Hospital, Randwick, Australia
- School of Women’s and Children’s Health, The University of New South Wales, Randwick, Australia
| | - Shihab Hameed
- School of Women’s and Children’s Health, The University of New South Wales, Randwick, Australia
- Department of Endocrinology, Sydney Children’s Hospital, Randwick, Australia
| | - Charles F. Verge
- School of Women’s and Children’s Health, The University of New South Wales, Randwick, Australia
- Department of Endocrinology, Sydney Children’s Hospital, Randwick, Australia
| | - Chee Y. Ooi
- School of Women’s and Children’s Health, The University of New South Wales, Randwick, Australia
- Department of Gastroenterology, Sydney Children’s Hospital, Randwick, Australia
| | - Adam Jaffe
- Department of Respiratory Medicine, Sydney Children’s Hospital, Randwick, Australia
- School of Women’s and Children’s Health, The University of New South Wales, Randwick, Australia
| | - John Widger
- Department of Respiratory Medicine, Sydney Children’s Hospital, Randwick, Australia
- School of Women’s and Children’s Health, The University of New South Wales, Randwick, Australia
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Brennan ML, Schrijver I. Cystic Fibrosis: A Review of Associated Phenotypes, Use of Molecular Diagnostic Approaches, Genetic Characteristics, Progress, and Dilemmas. J Mol Diagn 2015; 18:3-14. [PMID: 26631874 DOI: 10.1016/j.jmoldx.2015.06.010] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2014] [Revised: 06/11/2015] [Accepted: 06/22/2015] [Indexed: 02/07/2023] Open
Abstract
Cystic fibrosis (CF) is an autosomal recessive disease with significant associated morbidity and mortality. It is now appreciated that the broad phenotypic CF spectrum is not explained by obvious genotype-phenotype correlations, suggesting that CF transmembrane conductance regulator (CFTR)-related disease may occur because of multiple additive effects. These contributing effects include complex CFTR alleles, modifier genes, mutations in alternative genes that produce CF-like phenotypes, epigenetic factors, and environmental influences. Most patients in the United States are now diagnosed through newborn screening and use of molecular testing methods. We review the molecular testing approaches and laboratory guidelines for carrier screening, prenatal testing, newborn screening, and clinical diagnostic testing, as well as recent developments in CF treatment, and reasons for the lack of a molecular diagnosis in some patients.
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Affiliation(s)
- Marie-Luise Brennan
- Department of Pathology, Stanford University Medical Center, Stanford, California
| | - Iris Schrijver
- Department of Pathology, Stanford University Medical Center, Stanford, California; Department of Pediatrics, Stanford University Medical Center, Stanford, California.
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Abstract
BACKGROUND The influence of diabetes mellitus (DM) on survival in patients with cystic fibrosis (CF) before and after lung transplantation is not well studied. METHODS To determine the influence of DM in patients with CF, the United Network for Organ Sharing database (2005-2013) was queried for 2 cohorts: first-time lung transplant candidates who were not transplanted and first-time transplant recipients. RESULTS A total of 679 patients with CF had data on DM status at listing and did not undergo transplantation. In this cohort, DM was associated with significant increase in mortality hazard as shown by an adjusted multivariate Cox model fitted to the whole cohort (hazard ratio [HR], 1.4; 95% confidence interval [CI], 1.1-1.8; P = .012) and by a Cox model stratified on pairs of DM and non-DM patients matched on the propensity of having DM at listing (HR, 1.9; 95% CI, 1.2-2.9; P = .003). In comparison, a total of 1464 patients with CF had data on DM status at listing and received a transplant, but DM at listing was not associated with posttransplant survival. The lack of association between DM and mortality hazard was evident in a multivariate Cox regression model fitted to the whole sample (HR, 1.0; 95% CI, 0.82-1.2; P = .98) and a Cox regression model stratified on matched pairs of DM and non-DM patients (HR, 1.1; 95% CI, 0.82-1.5; P = .56). CONCLUSIONS The presence of DM is associated with significantly increased risk for death in patients with CF on the wait list before lung transplantation, but does not influence survival after transplantation.
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Knudsen KB, Mathiesen ER, Eriksen V, Skov M, Nielsen KG, Johannesen J, Pressler T. The development of diabetes among Danish cystic fibrosis patients over the last two decades. Pediatr Diabetes 2015; 16:219-26. [PMID: 24891216 DOI: 10.1111/pedi.12143] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2013] [Revised: 01/11/2014] [Accepted: 03/06/2014] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVE Cystic fibrosis (CF)-related diabetes (CFRD) is correlated with age and has been associated with a decline in body mass index (BMI), pulmonary function, and survival. Over the last two decades, the focus has been on the early diagnosis and treatment of diabetes; therefore, in this study, we evaluated the status of the current clinical condition and survival in our CF population. In addition, we also aimed to investigate the incidence of diabetes among adolescence over time and to identify characteristics associated with early diabetes onset. METHODS A retrospective chart review of a birth cohort consisting of 161 CF patients born between 1975 and 1994 and followed until 2011. RESULTS Over two decades, the incidence of CFRD among 11- to 16-year-old children remained unchanged at 12-14%, while the proportion of children with chronic pulmonary infection at age 10 declined from 31 to 8% (p < 0.001). Severe CF-mutation, i.e., group I and II mutations, were associated with diabetes (p = 0.003). Female gender was borderline associated with diabetes among adolescents (p = 0.06). No significant worsening in pulmonary function, BMI or survival was identified when comparing CFRD patients to CF patients without CFRD. CONCLUSIONS The incidence of diabetes among adolescence with CF has not changed over the last two decades. Severe CF mutations are a risk factor for CFRD, and female gender is borderline associated with CFRD among adolescents. Pulmonary function, BMI and survival were comparable regardless of the onset of CFRD.
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Affiliation(s)
- Karin B Knudsen
- Cystic Fibrosis Centre, Rigshospitalet, Copenhagen, 2100, Denmark
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Chakraborty PP, Ray S, Bhattacharjee R, Ghosh S, Mukhopadhyay P, Mukhopadhyay S, Chowdhury S. Diabetes and primary infertility in young males: do not forget cystic fibrosis. Clin Diabetes 2015; 33:80-3. [PMID: 25897189 PMCID: PMC4398012 DOI: 10.2337/diaclin.33.2.80] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Partha Pratim Chakraborty
- Department of Endocrinology, Institute of Post Graduate Medical Education & Research and SSKM Hospital, Kolkata, West Bengal, India
| | - Sayantan Ray
- Department of Endocrinology, Institute of Post Graduate Medical Education & Research and SSKM Hospital, Kolkata, West Bengal, India
| | - Rana Bhattacharjee
- Department of Endocrinology, Institute of Post Graduate Medical Education & Research and SSKM Hospital, Kolkata, West Bengal, India
| | - Sujoy Ghosh
- Department of Endocrinology, Institute of Post Graduate Medical Education & Research and SSKM Hospital, Kolkata, West Bengal, India
| | - Pradip Mukhopadhyay
- Department of Endocrinology, Institute of Post Graduate Medical Education & Research and SSKM Hospital, Kolkata, West Bengal, India
| | - Satinath Mukhopadhyay
- Department of Endocrinology, Institute of Post Graduate Medical Education & Research and SSKM Hospital, Kolkata, West Bengal, India
| | - Subhankar Chowdhury
- Department of Endocrinology, Institute of Post Graduate Medical Education & Research and SSKM Hospital, Kolkata, West Bengal, India
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Health Trajectories in People with Cystic Fibrosis in the UK: Exploring the Effect of Social Deprivation. A LIFE COURSE PERSPECTIVE ON HEALTH TRAJECTORIES AND TRANSITIONS 2015. [DOI: 10.1007/978-3-319-20484-0_5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Karalliedde J, Gnudi L. Diabetes mellitus, a complex and heterogeneous disease, and the role of insulin resistance as a determinant of diabetic kidney disease. Nephrol Dial Transplant 2014; 31:206-13. [PMID: 25550448 DOI: 10.1093/ndt/gfu405] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2014] [Accepted: 12/02/2014] [Indexed: 12/13/2022] Open
Abstract
Diabetes mellitus (DM) is increasingly recognized as a heterogeneous condition. The individualization of care and treatment necessitates an understanding of the individual patient's pathophysiology of DM that underpins their DM classification and clinical presentation. Classical type-2 diabetes mellitus is due to a combination of insulin resistance and an insulin secretory defect. Type-1 diabetes is characterized by a near-absolute deficiency of insulin secretion. More recently, advances in genetics and a better appreciation of the atypical features of DM has resulted in more categories of diabetes. In the context of kidney disease, patients with DM and microalbuminuria are more insulin resistant, and insulin resistance may be a pathway that results in accelerated progression of diabetic kidney disease. This review summarizes the updated classification of DM, including more rarer categories and their associated renal manifestations that need to be considered in patients who present with atypical features. The benefits and limitations of the tests utilized to make a diagnosis of DM are discussed. We also review the putative pathways and mechanisms by which insulin resistance drives the progression of diabetic kidney disease.
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Affiliation(s)
- Janaka Karalliedde
- Unit for Metabolic Medicine, Department of Diabetes and Endocrinology, Cardiovascular Division, School of Life Science & Medicine, King's College, London, UK
| | - Luigi Gnudi
- Unit for Metabolic Medicine, Department of Diabetes and Endocrinology, Cardiovascular Division, School of Life Science & Medicine, King's College, London, UK
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Hunt WR, Zughaier SM, Guentert DE, Shenep MA, Koval M, McCarty NA, Hansen JM. Hyperglycemia impedes lung bacterial clearance in a murine model of cystic fibrosis-related diabetes. Am J Physiol Lung Cell Mol Physiol 2013; 306:L43-9. [PMID: 24097557 DOI: 10.1152/ajplung.00224.2013] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
Cystic fibrosis-related diabetes (CFRD) is the most common comorbidity associated with cystic fibrosis (CF), impacting more than half of patients over age 30. CFRD is clinically significant, portending accelerated decline in lung function, more frequent pulmonary exacerbations, and increased mortality. Despite the profound morbidity associated with CFRD, little is known about the underlying CFRD-related pulmonary pathology. Our aim was to develop a murine model of CFRD to explore the hypothesis that elevated glucose in CFRD is associated with reduced lung bacterial clearance. A diabetic phenotype was induced in gut-corrected CF transmembrane conductance regulator (CFTR) knockout mice (CFKO) and their CFTR-expressing wild-type littermates (WT) utilizing streptozotocin. Mice were subsequently challenged with an intratracheal inoculation of Pseudomonas aeruginosa (PAO1) (75 μl of 1-5 × 10(6) cfu/ml) for 18 h. Bronchoalveolar lavage fluid was collected for glucose concentration and cell counts. A portion of the lung was homogenized and cultured as a measure of the remaining viable PAO1 inoculum. Diabetic mice had increased airway glucose compared with nondiabetic mice. The ability to clear bacteria from the lung was significantly reduced in diabetic WT mice and control CFKO mice. Critically, bacterial clearance by diabetic CFKO mice was significantly more diminished compared with nondiabetic CFKO mice, despite an even more robust recruitment of neutrophils to the airways. This finding that CFRD mice boast an exaggerated, but less effective, inflammatory cell response to intratracheal PAO1 challenge presents a novel and useful murine model to help identify therapeutic strategies that promote bacterial clearance in CFRD.
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Unraveling the complex genetic model for cystic fibrosis: pleiotropic effects of modifier genes on early cystic fibrosis-related morbidities. Hum Genet 2013; 133:151-61. [PMID: 24057835 DOI: 10.1007/s00439-013-1363-7] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2013] [Accepted: 09/08/2013] [Indexed: 12/17/2022]
Abstract
The existence of pleiotropy in disorders with multi-organ involvement can suggest therapeutic targets that could ameliorate overall disease severity. Here we assessed pleiotropy of modifier genes in cystic fibrosis (CF). CF, caused by mutations in the cystic fibrosis transmembrane conductance regulator (CFTR) gene, affects the lungs, liver, pancreas and intestines. However, modifier genes contribute to variable disease severity across affected organs, even in individuals with the same CFTR genotype. We sought to determine whether SLC26A9, SLC9A3 and SLC6A14, that contribute to meconium ileus in CF, are pleiotropic for other early-affecting CF co-morbidities. In the Canadian CF population, we assessed evidence for pleiotropic effects on (1) pediatric lung disease severity (n = 815), (2) age at first acquisition of Pseudomonas aeruginosa (P. aeruginosa) (n = 730), and (3) prenatal pancreatic damage measured by immunoreactive trypsinogen (n = 126). A multiple-phenotype analytic strategy assessed evidence for pleiotropy in the presence of phenotypic correlation. We required the same alleles to be associated with detrimental effects. SLC26A9 was pleiotropic for meconium ileus and pancreatic damage (p = 0.002 at rs7512462), SLC9A3 for meconium ileus and lung disease (p = 1.5 × 10(-6) at rs17563161), and SLC6A14 for meconium ileus and both lung disease and age at first P. aeruginosa infection (p = 0.0002 and p = 0.006 at rs3788766, respectively). The meconium ileus risk alleles in SLC26A9, SLC9A3 and SLC6A14 are pleiotropic, increasing risk for other early CF co-morbidities. Furthermore, co-morbidities affecting the same organ tended to associate with the same genes. The existence of pleiotropy within this single disorder suggests that complementary therapeutic strategies to augment solute transport will benefit multiple CF-associated tissues.
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Taylor-Robinson DC, Smyth R, Diggle PJ, Whitehead M. A longitudinal study of the impact of social deprivation and disease severity on employment status in the UK cystic fibrosis population. PLoS One 2013; 8:e73322. [PMID: 24009747 PMCID: PMC3751887 DOI: 10.1371/journal.pone.0073322] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2013] [Accepted: 07/18/2013] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND People with Cystic Fibrosis (CF) in the UK and elsewhere are increasingly surviving into adulthood, yet there is little research on the employment consequences of having CF. We investigated, for the first time in a UK-wide cohort, longitudinal employment status, and its association with deprivation, disease severity, and time in hospital. METHODS We did a longitudinal registry study of adults with CF in the UK aged 20 to 40 (3458 people with 15,572 observations between 1996 and 2010), using mixed effects models. RESULTS Around 50% of adults with CF were in employment. Male sex, higher lung function and body mass index, and less time in hospital were associated with improved employment chances. All other things being equal, being in the most deprived quintile was associated with a reduction of employment prevalence of 17.6 percentage points compared to the prevalence in the least deprived quintile. Having poor lung function was associated with a reduced employment prevalence of 7.2 percentage points compared to the prevalence for people with relatively good lung function. Acting synergistically, deprivation modifies the effect of lung function on employment chances - poor lung function in the least deprived group was associated with a 3 percentage point reduction in employment chances, while poor lung function in the most deprived quintile was associated with a 7.7 point reduction in employment chances. CONCLUSIONS Greater deprivation, disease severity, and time in hospital are all associated with employment chances in adults with CF. Furthermore, our analysis suggests that deprivation amplifies the harmful association of disease severity on employment. Future studies should focus on understanding and mitigating the barriers to employment faced by people with CF.
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Taylor-Robinson DC, Smyth RL, Diggle PJ, Whitehead M. The effect of social deprivation on clinical outcomes and the use of treatments in the UK cystic fibrosis population: a longitudinal study. THE LANCET. RESPIRATORY MEDICINE 2013; 1:121-8. [PMID: 24429092 PMCID: PMC3878382 DOI: 10.1016/s2213-2600(13)70002-x] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND Poorer socioeconomic circumstances have been linked with worse outcomes in cystic fibrosis. We assessed whether a relation exists between social deprivation and individual's clinical and health-care outcomes. METHODS We did a longitudinal registry study of the UK cystic fibrosis population younger than 40 years (8055 people with 49337 observations for weight, the most commonly collected outcome, between Jan 1, 1996, and Dec 31, 2009). We assessed data for weight, height, body-mass index, percent predicted forced expiratory volume in 1 s (%FEV1), risk of Pseudomonas aeruginosa colonisation, and the use of major cystic fibrosis treatment modalities. We used mixed effects models to assess the association between small-area deprivation and clinical and health-care outcomes, adjusting for clinically important covariates. We give continuous outcomes as mean differences, and binary outcomes as odds ratios, comparing extremes of deprivation quintile. FINDINGS Compared with the least deprived areas, children from the most deprived areas weighed less (standard deviation [SD] score -0·28, 95% CI -0·38 to -0·18), were shorter (-0·31, -0·40 to -0·21, and had a lower body-mass index (-0·13, -0·22 to -0·04), were more likely to have chronic P aeruginosa infection (odds ratio 1·89, 95% CI 1·34 to 2·66), and have a lower %FEV1 (-4·12 percentage points, 95% CI -5·01 to -3·19). These inequalities were apparent very early in life and did not widen thereafter. On a population level, after adjustment for disease severity, children in the most deprived quintile were more likely to receive intravenous antibiotics (odds ratio 2·52, 95% CI 1·92 to 3·17) and nutritional treatments (1·78, 1·44 to 2·20) compared with individuals in the least deprived quintile. Patients from the most disadvantaged areas were less likely to receive DNase or inhaled antibiotic treatment. INTERPRETATION In the UK, children with cystic fibrosis from more disadvantaged areas have worse growth and lung function compared with children from more affluent areas, but these inequalities do not widen with advancing age. Clinicians consider deprivation status, as well as disease status, when making decisions about treatments, and this might mitigate some effects of social disadvantage. FUNDING Medical Research Council (UK).
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Affiliation(s)
| | | | - Peter J Diggle
- Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
| | - Margaret Whitehead
- Department of Public Health and Policy, University of Liverpool, Liverpool, UK
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Bremer AA. The use of insulin in cystic fibrosis-related diabetes: a philosophical difference from the use of insulin in type 1 and type 2 diabetes. Pediatr Pulmonol 2012; 47:1039-41. [PMID: 22911489 DOI: 10.1002/ppul.22662] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2012] [Accepted: 07/30/2012] [Indexed: 11/07/2022]
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An overview of international literature from cystic fibrosis registries. Part 4: update 2011. J Cyst Fibros 2012; 11:480-93. [PMID: 22884375 DOI: 10.1016/j.jcf.2012.07.005] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2012] [Revised: 06/26/2012] [Accepted: 07/15/2012] [Indexed: 01/13/2023]
Abstract
A total of 53 national cystic fibrosis (CF) patient registry studies published between July 2008 and November 2011 have been reviewed, focusing on the following topics: CF epidemiology, nutrition, microbiology, clinical complications, factors influencing diagnosis and lung disease, effects of socioeconomic status, therapeutic strategy evaluation, clinical trial methodology. The studies describe the clinical characteristics of CF patients, the incidence and prevalence of disease and role of gender gap, as well as the influence of socioeconomic status and environmental factors on clinical outcomes, covering a variety of countries and ethnic groups. Original observations describe patients as they get older, with special reference to the adult presentation of CF and long-term survival. Methodological aspects are discussed, covering the design of clinical trials, survival analysis, auxometry, measures of quality of life, follow up of lung disease, predictability of disease progression and life expectancy. Microbiology studies have investigated the role of selected pathogens, such as Burkholderia species and MRSA. Pulmonary exacerbations are discussed both as a factor influencing morbidity and an endpoint in clinical trials. Finally, some studies give insights on complications, such as CF-related diabetes and hemoptysis, and emerging problems, such as chronic nephropathy.
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Noronha RMD, Calliari LEP, Damaceno N, Muramatu LH, Monte O. Update on diagnosis and monitoring of cystic fibrosis-related diabetes mellitus (CFRD). ACTA ACUST UNITED AC 2012; 55:613-21. [PMID: 22218444 DOI: 10.1590/s0004-27302011000800016] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2011] [Accepted: 10/21/2011] [Indexed: 11/22/2022]
Abstract
Cystic fibrosis (CF) is the most common recessive autosomal disease among Caucasian. Children with CF have benefitted from advances in medical and nutritional treatments, and this can be gleaned from the improvement in the survival of these patients. The increase in the survival rate brought with it the appearance of co-morbidities related to CF. Nowadays cystic fibrosis-related diabetes (CFRD) is considered the most common complication associated with CF. It can appear as early as infancy or adolescence, and its prevalence can be as high as 50% in adult patients. Because of its high prevalence, difficulties in early detection and the risks involved, in recent years several studies and consensuses have focused on this condition, adding information about the epidemiology, pathophysiology, prognosis and treatment of CFRD. The main aspects of these new concepts, as well as the current recommendations for its diagnosis and follow-up, will be presented in this study.
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Affiliation(s)
- Renata Maria de Noronha
- Pediatric Endocrinology Unit, Pediatric Department, Santa Casa de São Paulo Hospital, Brazil.
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Street ME, Spaggiari C, Ziveri MA, Rossi M, Volta C, Viani I, Grzincich GL, Sartori C, Zanzucchi M, Raia V, Terzi C, Pisi G, Zanetti E, Boguszewski MCS, Kamoi TO, Bernasconi S. Insulin production and resistance in cystic fibrosis: effect of age, disease activity, and genotype. J Endocrinol Invest 2012; 35:246-53. [PMID: 21483232 DOI: 10.3275/7628] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
AIM To assess the major determinants of glucose tolerance between age, genotype, and clinical status in cystic fibrosis (CF) patients, and study if defects of insulin secretion and insulin sensitivity were associated with the onset of CF-related diabetes (CFRD). SUBJECTS AND METHODS One hundred and nineteen patients, in stable clinical condition were studied. They were subdivided into 3 groups based on age, and 2 groups based on Schwachman-Kulczycki clinical score. All patients were genotyped, and subsequently divided into 3 groups. Ninety-four healthy normal-weight controls, comparable for sex and age were also studied. All subjects had baseline blood samples taken for glucose and insulin, C-peptide, and glycated hemoglobin. Homeostasis model assessment of insulin resistance (HOMA-IR), fasting glucose/insulin ratio (FGIR) were calculated as indices of IR and insulinogenic index as a marker of pancreatic β-cell function. All patients underwent an oral glucose tolerance test, and 57 underwent an IVGTT for the calculation of first-phase (FPIR) and acute insulin responses (AIR). RESULTS The F508del homozygous patients had an increased chance of developing impaired glucose tolerance (IGT) and significantly lower FPIR, decreased HOMA-IR, and insulinogenic index. Heterozygote F508del patients had an increased chance of having normal glucose tolerance. HOMA-IR, FGIR, and insulinogenic index did not change with age or clinical score. HOMAIR correlated with FPIR. FPIR correlated positively with insulinogenic index. AIR correlated negatively with FGIR, and positively with C-reactive protein. In multiple linear regression analyses, glucose tolerance was related to the agegroup, and to the HOMA-IR and insulinogenic indexes. CONCLUSIONS IGT and CFRD were related mainly to genotype, although, as expected, the prevalence increased with age. The data suggested a possible combined contribution of insulin deficiency, β-cell function, and reduced insulin sensitivity to the onset of CFRD; however, further studies are warranted to better elucidate this aspect.
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Affiliation(s)
- M E Street
- Department of Paediatrics, University Hospital of Parma, Parma, Italy.
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Coutinho CP, dos Santos SC, Madeira A, Mira NP, Moreira AS, Sá-Correia I. Long-term colonization of the cystic fibrosis lung by Burkholderia cepacia complex bacteria: epidemiology, clonal variation, and genome-wide expression alterations. Front Cell Infect Microbiol 2011; 1:12. [PMID: 22919578 PMCID: PMC3417363 DOI: 10.3389/fcimb.2011.00012] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2011] [Accepted: 11/15/2011] [Indexed: 01/06/2023] Open
Abstract
Long-term respiratory infections with Burkholderia cepacia complex (Bcc) bacteria in cystic fibrosis (CF) patients generally lead to a more rapid decline in lung function and, in some cases, to a fatal necrotizing pneumonia known as the "cepacia syndrome." Bcc bacteria are ubiquitous in the environment and are recognized as serious opportunistic pathogens that are virtually impossible to eradicate from the CF lung, posing a serious clinical threat. The epidemiological survey of Bcc bacteria involved in respiratory infections at the major Portuguese CF Treatment Center at Santa Maria Hospital, in Lisbon, has been carried out by our research group for the past 16 years, covering over 500 clinical isolates where B. cepacia and B. cenocepacia are the predominant species, with B. stabilis, B. contaminans, B. dolosa, and B. multivorans also represented. The systematic and longitudinal study of this CF population during such an extended period of time represents a unique case-study, comprehending 41 Bcc-infected patients (29 pediatric and 12 adult) of whom around 70% have been persistently colonized between 7 months and 9 years. During chronic infection, the CF airways represent an evolving ecosystem, with multiple phenotypic variants emerging from the clonal population and becoming established in the patients' airways as the result of genetic adaptation. Understanding the evolutionary mechanisms involved is crucial for an improved therapeutic outcome of chronic infections in CF. This review focuses on our contribution to the understanding of these adaptive mechanisms based on extensive phenotypic, genotypic, and genome-wide expression approaches of selected Bcc clonal variants obtained during long-term colonization of the CF airways.
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Affiliation(s)
- Carla P. Coutinho
- Institute for Biotechnology and Bioengineering, Centre for Biological and Chemical Engineering, Instituto Superior Técnico, Technical University of LisbonLisbon, Portugal
| | - Sandra C. dos Santos
- Institute for Biotechnology and Bioengineering, Centre for Biological and Chemical Engineering, Instituto Superior Técnico, Technical University of LisbonLisbon, Portugal
| | - Andreia Madeira
- Institute for Biotechnology and Bioengineering, Centre for Biological and Chemical Engineering, Instituto Superior Técnico, Technical University of LisbonLisbon, Portugal
- Department of Bioengineering, Instituto Superior Técnico, Technical University of LisbonLisbon, Portugal
| | - Nuno P. Mira
- Institute for Biotechnology and Bioengineering, Centre for Biological and Chemical Engineering, Instituto Superior Técnico, Technical University of LisbonLisbon, Portugal
| | - Ana S. Moreira
- Institute for Biotechnology and Bioengineering, Centre for Biological and Chemical Engineering, Instituto Superior Técnico, Technical University of LisbonLisbon, Portugal
| | - Isabel Sá-Correia
- Institute for Biotechnology and Bioengineering, Centre for Biological and Chemical Engineering, Instituto Superior Técnico, Technical University of LisbonLisbon, Portugal
- Department of Bioengineering, Instituto Superior Técnico, Technical University of LisbonLisbon, Portugal
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Pincikova T, Nilsson K, Moen IE, Fluge G, Hollsing A, Knudsen PK, Lindblad A, Mared L, Pressler T, Hjelte L. Vitamin D deficiency as a risk factor for cystic fibrosis-related diabetes in the Scandinavian Cystic Fibrosis Nutritional Study. Diabetologia 2011; 54:3007-15. [PMID: 21901282 DOI: 10.1007/s00125-011-2287-1] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2011] [Accepted: 07/26/2011] [Indexed: 01/05/2023]
Abstract
AIMS/HYPOTHESIS Many cystic fibrosis patients are vitamin D-insufficient. Cystic fibrosis-related diabetes is a major complication of cystic fibrosis. The literature suggests that vitamin D might possess certain glucose-lowering properties. We aimed to assess the relationship between vitamin D and cystic fibrosis-related glucose intolerance. METHODS We enrolled 898 cystic fibrosis patients from Sweden, Norway and Denmark. Vitamin D intake was assessed using a seven-day food record. Serum 25-hydroxyvitamin D (s25OHD) and HbA(1c) were measured, and an OGTT was carried out. Multiple linear and logistic regressions were used for HbA(1c) and cystic fibrosis-related diabetes/OGTT result as outcome variables, respectively. Each model was controlled for country, and for known cystic fibrosis-related diabetes risk factors: age, sex, genotype, liver dysfunction, long-term corticosteroid treatment, and lung and pancreatic function. RESULTS Degree of vitamin D insufficiency (OR 1.36; p = 0.032) and s25OHD < 30 nmol/l (OR 1.79; p = 0.042) were significant risk factors for cystic fibrosis-related diabetes. Accordingly, HbA(1c) value was positively associated with s25OHD < 30 nmol/l and < 50 nmol/l, as well as with degree of vitamin D insufficiency (adjusted R (2) = 20.5% and p < 0.05 in all). In subgroup analyses, s25OHD < 30 nmol/l determined the HbA(1c) value in paediatric patients (adjusted R (2) = 20.2%; p = 0.017), but not in adults. CONCLUSIONS/INTERPRETATION Vitamin D status is associated with HbA(1c) and diabetes in cystic fibrosis, particularly in children. The study justifies prospective studies on the proposed role of vitamin D deficiency in the pathophysiology of diabetes mellitus.
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Affiliation(s)
- T Pincikova
- Stockholm CF Centre, B 59, Karolinska Institutet, Karolinska University Hospital Huddinge, 141 86 Stockholm, Sweden.
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