Cystic Fibrosis Genetics: From Molecular Understanding to Clinical Application (2015) PDF
Document Details
Uploaded by Deleted User
Johns Hopkins University School of Medicine
2015
Garry R. Cutting
Tags
Summary
This 2015 review discusses cystic fibrosis genetics, from molecular understanding to clinical application. It highlights recent advancements in elucidating disease mechanisms and developing treatments, emphasizing the ongoing role of genetics in cystic fibrosis research. 25 years after the discovery of the disease-causing gene, the review details how molecular insights inform clinical care.
Full Transcript
HHS Public Access Author manuscript Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Author Manuscript Published in final edited form as: Nat Rev...
HHS Public Access Author manuscript Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Author Manuscript Published in final edited form as: Nat Rev Genet. 2015 January ; 16(1): 45–56. doi:10.1038/nrg3849. Cystic fibrosis genetics: from molecular understanding to clinical application Garry R. Cutting McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, 733 North Broadway, MRB 559, Baltimore, Maryland 21205, USA Author Manuscript Abstract The availability of the human genome sequence and tools for interrogating individual genomes provide an unprecedented opportunity to apply genetics to medicine. Mendelian conditions, which are caused by dysfunction of a single gene, offer powerful examples that illustrate how genetics can provide insights into disease. Cystic fibrosis, one of the more common lethalautosomal recessive Mendelian disorders, is presented here as an example. Recent progress in elucidating disease mechanism and causes of phenotypic variation, as well as in the development of treatments, demonstrates that genetics continues to play an important part in cystic fibrosis research 25 years after the d iscove1y of the disease-causing gene. Cystic fibrosis (OMIM 219700) is a life-limiting autosomal recessive disorder that affects 70,000 individuals worldwide. The condition affects primarily those of European descent, Author Manuscript although cystic fibrosis has been reported in all races and ethnicities. Abnormally viscous secretions in the airways of the lungs and in the ducts of the pancreas in individuals with cystic fibrosis cause obstructions that lead to inflammation, tissue damage and destruction of both organ systems (FIG 1). Other organ systems containing epithelia -such as the sweat gland, biliary duct of the liver, the male reproductive tract and the intestine -are also affected. Loss of pancreatic exocrine function results in malnutrition and poor growth, which leads to death in the first decade of life for most untreated individuals. Replacement of pancreatic enzymes and intensive therapy guided by multidisciplinary teams have revolutionized the treatment of cystic fibrosis, resulting in progressive improvements in survival to a median predicted age of 37years for children born with cystic fibrosis today1. Obstructive lung disease is currently the primary cause of morbidity and is responsible for 80% of mortality2. Author Manuscript Twenty-five years ago, a variant (p.Phe508del; also known as F508del in legacy nomenclature) in the cystic fibrosis transmembrane conductance regulator (CFTR) gene was found to be the most common cause of cystic fibrosis3-5. Demonstration that CFTR functions as a chloride channel regulated by cyclic AMP (cAMP)-dependent phosphorylation 6 was consistent with the ion transport disturbances documented in cystic fibrosis tissuesM Key insights into cystic fibrosis pathophysiology were derived from the © 2014 Macmillan Publishers Limited. All rights reserved [email protected]. Cutting Page 2 study of CFTR mutants9, correlation ofCFTR dysfunction with the cellular manifestations of Author Manuscript cystic fibrosis10 and elucidation of protein partners involved in biogenesis and membrane functionu Identification of disease-causing variants in CFTR contributed a tool for both the diagnosis of cystic fibrosis and the identification of cystic fibrosis carriers12, demonstrated the degree to which CFTR dysfunction correlates with clinical features1 and revealed that CFTR dysfunction can create phenotypes other than cystic fibrosis14 Over the past 5 years, there has been remarkable progress in the development of small-molecule therapy targeting CFTR bearing select disease-causing variants15,16 The purpose of this Review is to highlight advances over the past decade in our understanding and treatment of cystic fibrosis that were informed by genetics. Given the breadth of the cystic fibrosis field, not all of the important contributions and publications relevant to the topic can be included. Examples have been chosen to illustrate that genetics continues to have a role in the research of Mendelian disorders long after the causative Author Manuscript variants and the responsible gene have been discovered. This Review covers new insights into the processing defect caused by the F508del variant, advances in stem cell technology that can enable testing of therapeutics for a wide range of CFTR genotypes and the development of new animal models that are informing our understanding of organ pathology in cystic fibrosis. I also summarize progress in parsing genetic and nongenetic contributions to variability in cystic fibrosis and in the identification of modifier loci. The final section describes efforts to determine the molecular and phenotypic consequences of the majority of cystic fibrosiscausing variants and to develop molecular treatments for every defect in CFTR. Insights into disease mechanism Author Manuscript Molecular basis of CFI'R dysfunction. Almost 2,000 variants have been reported to the Cystic Fibrosis Mutation Database, one of the first and most successful locus-specific databases. Among these variants, 40% are predicted to cause substitution of a single amino acid, 36% are expected to alter RNA processing (including nonsense, frameshift and mis- splicing variants), 3% involve large rearra ngem ents of CFTR, and 1% affects promoter regions; 14% seem to be neutral variants, and the effect of the remaining 6% is unclear. Diseasecausing variants can affect the quantity and/or function of CFTR at the cell membrane (FIG 2). Historically, CFTR variants have been grouped into five (and sometimes six) functional classes9 The class system provides a useful framework for understanding the primary defect at the cellular level. However, binning of variants into one class is problematic, as multiple processes can be affected by a single variant. For example, F508del causes aberrant folding ofCFTR and subsequent degradation of the majority of the synthesized protein 17 The minor fraction of F508del-CFTR that is trafficked to the cell Author Manuscript membrane has severely reduced membrane residency and aberrant chloride channel function18. Furthermore, the three-nucleotide deletion responsible for the F508del variant also causes a synonymous change in the triplet that encodes isoleucine at codon 507 (ATC-7ATT). The change alters the structure of the F508del-CFTR mRNA, which leads to a reduction in translation efficiency19. Thus, F508del could be assigned to at least three classes. Various missense variants also cause defective processing and alter chloride channel Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 3 function of CFTR20,21. Appreciating the diversity of effects caused by a CFTR variant is Author Manuscript important in the design of molecular treatments for cystic fibrosis (see below). Disease-causing variants provide a reservoir of naturally occurring deleterious amino acid deletions and substitutions that have proved to be informative for dissecting the tertiary structure of CFTR. CFTR is composed of three major motifs: domains that interact with ATP, termed nucleotide-binding domain 1 (NBDl) and NBD2; regions that anchor the protein in the membrane known as membrane-spanning domain 1 (MSD 1) and MSD2; and an area containing numerous sites for phosphorylation called the regulatory domain (also known as the R domain) (FIG 2). It had been recognized for some time that deletion of phenylalanine at codon 508 (F508) causes instability of NBD 1, but how this localized structural defect causes m isfolding of the entire protein was poorly understood22. Furthermore, it was known that disease-causing missense variants outside the NBD 1 domain - notably, a cluster in the fourth cytosolic loop (CL4) within MSD2 -also cause Author Manuscript misfolding of the protein224. Modelling based on the atomic structure of related proteins25,26 and cysteinecrosslinking experiments27 revealed an interaction between the NBDs and MSDs of CFTR. Notably, F508 occurs at an interface between NBDl and CL4, and seems to be capable of forming hydrogen bonds with arginine at codon 1070 (R1070)26. Restoration of NBD 1 assembly using suppressor mutations produces only partial recovery of CFTR processing, which indicates that the F508del variant also affects interactions elsewhere in the full-length protein 28. Intriguingly, introduction of the disease-associated p.Arg1070Trp (legacy R1070W)29 variant in CL4 and correction of NBD 1 misfolding using synthetic suppressor mutations could restore processing to F508del-CFTR 28,30,31. These findings lay the groundwork for structure-based selection of molecules that correct the processing defects in CFTR caused by disease-causing variants32. Author Manuscript Tissue culture. Assessment of the functional consequence of variants requires the appropriate cellular context. For CFTR, primary epithelial cells are the most relevant system; however, these cells are short-lived and require accessioning from internal organs such as the lung. Furthermore, availability and compliance substantially limit acquisition of primary cells from individuals with rare CFTR genotypes. Recent advances in stem cell biology have provided new methods for generating well-differentiated cell lines from individuals with cystic fibrosis. Human embryonic stem cells and intestinal stem cells from individuals with cystic fibrosis have been coaxed into differentiating into secretory epithelial cells that manifest defects in CFTR-mediated chloride transport34,35. Small-molecule correctors for the F508del variant were efficacious in restoring CFTR function in both cell types, which showed the utility of these systems for evaluating therapeutics32,34. Genetic reversion of the F508del variants to wild type using CRISPR-Cas9 editing has been Author Manuscript achieved in intestinal organoids36. Conversion of well-differentiated epithelial cells from human ectocervix and trachea into 'conditionally reprogrammed' cells using Rho kinase inhibitor offers an alternative approach to derive individual-specific cell types37.These methods provide new tissue models for examining function and dysfunction of CFTR from individuals with specific CFTR genotypes. Animal models. One of the most useful tools in the investigation of genetic disorders is animal models. Cystic fibrosis is unique among human genetic disorders in that five animal Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 4 models (mouse38, rat39, ferret40, pig41 and zebrafish42) have been created. Although these Author Manuscript animal models have not replicated human cystic fibrosis precisely, their differences have proved to be highly instructive for understanding disease mechanisms at the organ-system level (TABLE 1). The Cftr gene in mice has been extensively manipulated to derive lines that do not express CFTR and lines that express CFTR bearing variants equivalent to those observed in humans (for example, F508del and p.Gly551Asp (legacy G551D)) 4. Even though airway epithelial cells display ion transport abnormalities that are consistent with loss of CFTR function, overt lung disease is not evident in newborn or young mice with cystic fibrosis44. The absence of lung disease similar to that seen in humans with cystic fibrosis has been ascribed to the presence of alternative pathways for chloride transport in mouse epithelial cells45. This observation suggests that ion channels other than CFTR might be exploited to recover chloride transport in cystic fibrosis cells. Indeed, a suitable candidate may have already been identified in TMEM16A (also known as ANOl), which encodes a calcium-activated chloride channel first identified in mouse airways46. Despite the Author Manuscript phenotypic differences between mice and humans, the study of cystic fibrosis mouse models has provided invaluable insights into the role of other ion channels in the development of lung disease, the biology ofintestinal obstruction and the evaluation of candidate modifiers47, and such models also provide an in vivo platform for testing therapeutics43. To create animal models that are more likely to recapitulate disease mechanisms operating in the lung, investigators have selected species on the basis of specific anatomical features. Of particular importance are the number and distribution of airway submucosal glands — a site of high CFTR expression - in humans48. The lungs of pigs and ferrets represent reasonable approximations of human lung architecture, and successful CFTR knockouts have been achieved in both species using homologous recombination40,49. The porcine model of cystic fibrosis develops lung disease comparable to that observed in humans, albeit Author Manuscript at an earlier stage of life50. Consequently, the cystic fibrosis pig provides an opportunity to address the sequence of events in early-stage lung disease and to evaluate therapeutics in new-born animals. One of the key issues in the early stages of human cystic fibrosis is the genesis of inflammation in the lungs. Some studies suggest that infection of the airways trigger inflammation, whereas others demonstrate the presence of an inflammatory response in the absence oflung infection51. This distinction is important, as treatment strategy of each scenario is markedly different. In the lungs of cystic fibrosis pigs, inflammatory markers are not elevated until polymicrobial infection ensues50. Furthermore, pigs with cystic fibrosis exhibit an inability to eradicate bacterial pathogens, which may be partly due to abnormalities in the pH of the airway surface liquid caused by reduced CFTR-dependent bicarbonate transport 52. Reduction in the size of the large airways in newborn pigs with cystic fibrosis has been associated with air trapping, a defect noted in human infants with Author Manuscript cystic fibrosis53. Congenital anomalies in tracheal rings in mice, pigs and humans with cystic fibrosis (TABLE 1) support the concept that defects in the development of the pulmonary tree contribute to early-stage lung disease in cystic fibrosis. Finally, ion transport studies in newborn cystic fibrosis pigs have questioned the longstanding concept that sodium absorption is increased in the airway epithelia54. The cystic fibrosis pig model provides compelling evidence that loss of chloride and bicarbonate transport, Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 5 maldevelopment of the airways and infection are the important drivers of early-stage lung Author Manuscript disease in cystic fibrosis. Box 1 Twin studies for estimating heritability A twin study represents a naturally balanced, age-matched design that provides a powerful method for determining the contribution of genetics too trait. This opprooch capitalizes on the different rotes of variant shoring among monozygotic twins (who ore presumed to be 100%identical except for de novo mutations), and dizygotic twins and siblings(who shore −50% oftheir variants). Environmental exposures ore similar (but not identical) in utero and continue to be similar os twins grow in the some household. Thus, by comparing the degree of similarity among mono zygotic twin pairs to di zygotic twin pairs, on estimate con be obtained ofthe degree to which trait variance con be attributed Author Manuscript to genetic variation (that is, heritability)117. Heritability measures generated in this manner range from 0 to 1. Estimates approaching 1.0 indicate strong genetic influence, whereas those near zero exclude a prominent role for genetic variation. The effect of shored environment can be estimated by comparing trait variance among twin pairs living together to those living apart. finally, within-pair variance for monozygotic twins provides a measure of unique environmental and stochastic components, as the genetic variance is, by definition, almost zero between mono zygotic twins. As the number of twin pairs aviilable for study of a Mendelian disorder isgenerally small, only crude estimates of genetic control of trait variance can be obtained. Nevertheless, the approach outlined above is widely applicable, as family-based studies can be used to estimate genetic control of traits that constitute any Mendelion disorder. Author Manuscript Mammalian models of cystic fibrosis have also provided insights into disease processes in other affected organ systems. Pancreatic exocrine dysfunction is closely correlated with the development of neonatal intestinal obstruction in humans with cystic fibrosis. However, animal models exhibit minimal (mouse) to severe (pig) pancreatic exocrine disease com pared with humans, yet the incidence of intestinal obstruction is higher in all mammalian models than in humans (TABLE 1). Recovery of intestinal expression of CFTR prevents obstruction in cystic fibrosis mice, pigs and ferrets40,55,56.These two observations suggest that loss of CFTR function in the intestine rather than pancreatic exocrine dysfunction is the primary cause of intestinal obstruction in cystic fibrosis. Diabetes mellitus is an age-dependent complication that affects 40% of individuals with cystic fibrosis by 35 years of age2 this disorder is also closely correlated with pancreatic exocrine dysfunction. Destruction of the exocrine pancreas has been proposed to stress the endocrine pancreas, which leads to loss of insulin-secreting cells57. However, Author Manuscript features of diabetes occur before the development of severe pancreatic exocrine disease in ferrets58 and in the absence of substantial loss of insulin-producing cells in cystic fibrosis pigs59. Both observations suggest that cystic fibrosisrelated diabetes is the result of an intrinsic defect in the endocrine pancreas caused by loss of CFTR function. Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 6 Variation in disease severity Author Manuscript The relative contribution of genetic modifiers. Individuals with cystic fibrosis show a high degree of variability in disease severity, complications and survival. It was initially postulated that a substantial fraction of phenotypic variability would be explained by allelic heterogeneity in the dysfunctional gene60. CFTR genotype correlates well with pancreatic exocrine disease severity and modestly with sweat chloride concentration61,62. However, it has been difficult to detect a relationship between lung function and CFTR genotype61,63, with a few notable exceptions64. Analyses of families with affected twins (BOX 1) have quantified the degree to which variables beyond CFTR — such as genetic modifiers, environmental factors and/or stochasticity -influence variability in lung disease severity (FIG 1). Affected monozygotic twin pairs exhibit greater similarity for lung function than affected dizygotic twin and sibling pairs (siblings were used as a proxy for dizygotic twins)65,66. By comparing clinical measures of affected twin pairs when they lived together Author Manuscript to the same measures after they moved apart, 50% of the difference in lung function measures could be attributed to genetic modifiers. The remaining variation was due to environmental exposures, primarily those unique to each individual, and to stochastic factors67. Together, these family-based studies demonstrate that genetic modifiers have considerable influence on lung function variation in cystic fibrosis. The contribution of genetic modifiers to four other traits that are relevant to survival in cystic fibrosis has been estimated (FIG 1). Chronic colonization of the lungs with the bacterial pathogen Pseudomonas aeruginosa is a feature of advancing lung disease in cystic fibrosis and is associated with reduced survival68. Establishment of chronic P aeruginosa infection and age at establishment are highly influenced by genetic factors69. Poor growth is a hallmark of cystic fibrosis owing to pancreatic exocrine disease and deficiency of insulin- Author Manuscript like growth factor 1. Although replacement of pancreatic digestive enzymes has improved nutritional status of individuals with cystic fibrosis, those with extremely low body mass index (BMI) remain challenging to treat. Genetic control of BMI independent of CFTR seems to be substantial, as estimated heritability ranges from 0.54 to 0.8 (REFS 70,71). Affected-twin analysis also revealed that genetic modifiers are primarily responsible for the age at onset of diabetes (heritability: l.O; confidence interval: 0.42-1.0)n. Diabetes mellitus is associated with more rapid decline in lung function in individuals with cystic fibrosis, and medical management of glucose levels improves surviva17. Finally, obstruction of the small intestine (a condition known as meconium ileus) complicates the management of 15% of newborns with cystic fibrosis. Strain-specific differences in the rate of intestinal obstruction in cystic fibrosis mice first showed that this trait could be modified by genes other than Cftr74. Analysis of twins with cystic fibrosis demonstrated that genetic modifiers Author Manuscript have the predominant role in the development of intestinal obstruction (heritability: l.0) 75. Finding variants that modify cysticfibrosis. Extensive understanding of cystic fibrosis pathophysiology presents an opportunity to interrogate candidate genes as potential modifiers. In the lungs, loss of CFTR leads to exuberant inflammation, neutrophil recruitment, tissue damage and eventual replacement with fibrotic connective tissue. At least SO genes encoding proteins that participate in these cellular and tissue functions have been investigated as candidate modifiers of lung disease severity in cystic fibrosis76. As the Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 7 results of candidate modifier gene studies have been extensively reviewed elsewhere76,80, Author Manuscript this Review highlights the insights gained from the study of one candidate gene that illustrates the potential and challenges in dissecting the complex interactions that modify disease severity. A key element of lung disease in cystic fibrosis is the response to recurrent tissue injury. Transforming growth factor beta 1 (TGFBl) was an intriguing candidate for a modifier of cystic fibrosis lung disease, as it is involved in tissue repair and extracellular matrix production. Furthermore, variants in TGFBl have been associated with risk of asthma and chronic obstructive pulmonary disease (COPD) -two conditions that have features in common with cystic fibrosis lung disease. Two variants that increase levels ofTGFBl were correlated with severe lung disease as determined by airway flow measurements81. However, the direction of effect differs between cystic fibrosis and COPD; the same alleles show a deleterious consequence in one disorder but a protective effect in the other. It has Author Manuscript been speculated that the presence of functional CFTR may invert the clinical consequences of increased TGFBl expression in individuals with COPD81 Gene-gene and gene- environment studies using TGFBl variants have begun to address the issue of context. An obvious first place to look for gene-gene interaction is between TGFBl modifier variants and CFTR disease-causing variants. Drumm, Knowles and colleagues established TGFBl as a modifier primarily in individuals who are homozygous for the common cystic fibrosis- causing variant F508del81. A subsequent study demonstrated that the alternative alleles of the same TGFBl variants were associated with less severe lung disease, but the effect was limited to individuals with CFTR genotypes other than F508del homozygosity82. Interaction has been reported between TGFBl and mannose-binding lectin 2 (MBL2), which is another genetic modifier of cystic fibrosis. Variants associated with increased TGFBl expression amplify the deleterious effects of MEL deficiency upon lung infection and airway Author Manuscript deterioration84. Environmental context is also important, as variants in TGFBl exacerbate the pernicious effects of exposure to second-hand smoke in patients with cystic fibrosis85. These observations indicate that deducing the clinical effect of a modifier variant greatly depends on the context in which it occurs. To identify novel modifiers, research groups have combined patient populations to achieve sufficient power in genome-wide methods. Formation of a North American Cystic Fibrosis Gene Modifier Consortium — composed of investigators at the University of North Carolina, USA; the Hospital for Sick Kids in Toronto, Canada; and Johns Hopkins University in Baltimore, Maryland, USA - facilitated both association and linkage studies on 3,500 individuals. Although the three sites used different study designs, each agreed to use the same measure of lung disease severity, thereby enabling an analysis of unrelated subjects Author Manuscript recruited by the centres in North Carolina and Toronto, as well as replication in related subjects participating in the Johns Hopkins study. In a genome-wide association study (GWAS), a significant region was detected between two genes on chromosome 11: EHF, which encodes an epithelial transcription factor, and APIP, which encodes an inhibitor ofapoptosis86. The known functions ofEHFand APIP suggest biologically plausible roles in modifying lung function in cystic fibrosis86. To search for rare variants that modify lung function, linkage analysis was carried out on 486 affected sibling pairs. A locus on Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 8 chromosome 20ql3.2 harbouring only 4 genes was identified86. The identification of each Author Manuscript locus demonstrates the feasibility of genome-wide approaches for uncovering new pathways that modify disease severity in cystic fibrosis. Searching for genetic modifiers of other cystic fibrosis traits has provided mechanistic insights on several fronts. First, risk variants for other diseases operate as modifiers of similar conditions in patients with cystic fibrosis. Variants in four genes that confer risk for type 2 diabetes mellitus on the general population (TCF7L2, CDKALl, CDKN2A/B and IGF2BP2) modify age at onset of diabetes in cystic fibrosiif7(FIG 1). The Z allele ofSERYINA, which causes al-an ti trypsin deficiency and confers risk for emphysema and liver disease, modifies risk of cirrhotic liver disease in cystic fibrosis88 Second, modifiers exhibit pleiotropic effects on the cystic fibrosis phenotype. Variants in SLC26A9 - which encodes a chloride and bicarbonate channel that interacts with CFTR -modify risk for neonatal intestinal obstruction and diabetes8iw. Furthermore, solute carriers associated with Author Manuscript risk of neonatal intestinal obstruction also modify lung disease severity in young patients with cystic fibrosis (SLC9A3 and SLC6A14) and age at first infection with P. aeruginosa (SLC6A14)90. Third, informing GWASs with knowledge ofCFTR function increases the yield of significant associations. This approach, termed hypothesis-driven GWASs, revealed that proteins residing in the same cellular location as CFTR are enriched for modifiers of neonatal intestinal obstructionw. Fourth, exome sequencing can find rare modifier variants. Variants in DCTN4 - which encodes a dynactin protein involved in autophagy- are associated with age at onset of chronic infection with P. aeruginosa91. The identification of DCTN4 as a modifier may provide a mechanistic link to defective autophagy in cystic fibrosis cells92. Conversely, loss-of-function variants in CFTR have been linked to a variety of other conditions (BOX 2). Together, these findings illustrate that the complex mechanisms underlying trait modification in cystic fibrosis can be informed by genetics, Author Manuscript especially if approaches beyond standard association and linkage are undertaken. Molecular diagnosis and therapy Screening, diagnosis and functional annotation of CFTR variants. For almost 2 decades, a panel of 23 of the most common variants - vetted by an expert committee of the American College of Medical Genetics — has been used to diagnose cystic fibrosis and to screen for carriers and affected newborns. Expansion of the panel to increase sensitivity remained challenging, and the disease liability for most of the remaining CFTR variants was not known94. The Clinical and Functional Translation of CFTR (CFTR2) project was initiated in 2010 to increase the number of annotated CFTR variants. Clinical and CFTR genotype data collected on 39,696 individuals enrolled in cystic fibrosis patient registries and clinics in Author Manuscript North America and Europe were used to determine the penetrance of variants for cystic fibrosiszo. To widely and rapidly disseminate results, features associated with each variant are available on a public website (see CFTR2 ). Content is tailored to educate patients, family and the public about the clinical implications that can and cannot be inferred from CFTR genotype. Inclusion of 127CFTR variants annotated as disease-causing in screening assays increased the sensitivity for detection of cystic fibrosis alleles in white European individuals from 85% to 95%20_ Although this improvement seems modest, the recessive nature of cystic fibrosis requires ascertaining variant status in two CFTR genes. Thus, at Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 9 95% sensitivity, only 0.25% of individuals with cystic fibrosis will have neither Author Manuscript diseasecausing variant identified. Translation of these findings should improve the accuracy of screening programmes, and will aid diagnosis and treatment, as 99.75% of individuals with cystic fibrosis should carry at least one disease-causing CFTR variant. Owing to population differences in the frequency of CFTR variants, in particular the F508del variant, the sensitivity of screening is lower in non-white individuals. Inclusion of affected individuals from South America, Africa, the Middle East and East Asia in the current phase ofCFTR2 recruitment will provide a more complete inventory of variants found in non- white populations. As of late 2014, CFTR2 has obtained data on73,000 individuals, thereby exceeding the estimated number of individuals with cystic fibrosis worldwide (70,000). Given the completeness of the ascertainment, the sensitivity of screening in all populations will be improved, substantially in some cases, once variant annotation is completed. Molecular therapyfor cysticfibrosis. The most exciting development in cystic fibrosis Author Manuscript research since the identification of CFTR has been the successful implementation of therapy that augments the function of mutant CFTR. Increasing the chloride channel activityofmutant forms ofCFTR was shown to be a viable therapeutic approach two decades ago95. Development of compounds that selectively activated CFTR at doses that could be achieved in vivo proved to be difficult, and attention was focused on gene replacement methods for the next decade. However, the search for a molecular correction ofCFTR has not been abandoned. A unique partnership between a biotech company and the US Cystic Fibrosis Foundation initiated empirical screens for small molecules that target CFTR mutants. A promising compound termed ivacaftor (also known as VX-770 and Kalydeco (Vertex Pharmaceuticals)) increased chloride transport of primary airway cells bearing the G551D variant up to 50% of wild-type level96. Significant but more modest increases in G551D-CFTR activity were observed in immortalized cell lines (10-30% of wild-type Author Manuscript CFTR)97,98. The increase in CFTR function observed in cell lines achieved levels that would be expected to produce a clinical response in lung function (BOX 3). Indeed, Phase Ill clinical trials over 4-week and 48-week intervals demonstrated that ivacaftor improved lung function (by 10% on average) and reduced sweat chloride concentration (to an average concentration below the diagnostic threshold of 60 mM) in individuals with cystic fibrosis carrying the G551D variant 15,99 (FIG 3a). Assessment of in vivo response to ivacaftor using sweat volume measures in 5 patients estimated recovery of 1.6-7.7% of wild-type CFTR function, while estimates derived from sweat chloride concentration and nasal potential difference measurements in 39 individuals indicated recovery of 35-40% of normal CFTR function100,101. Box 2 Author Manuscript CFTR in other diseases Male infertility The concept that dysfunction of cysticfibrosistronsmembrone conductonce regulator (CFTR) could create disorders other than cysticfibrosis was first illustrated by obstructive mole infertility due to congenital bilaterol obsence of the vas deferens (CBAVD; OMIM 277180)118 The onotomicol features of CBAVD ore identical to those seen in moles with Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 10 cysticfibrosis, and some individuals with CBAVD hove subtle features of cysticfibrosis, Author Manuscript such os mildly elevated sweat chloride concentration or minimol oirwoydiseose119 However, a fraction of moles with CBAVD manifest no evidence of cysticfibrosis in detailed studies ofthe lungs, pancreas and S1Neot glond 120. Furthermore, the distribution of CFTR variants differs between CBAVD and cystic fibrosis, and a much higher fraction of variants isassociated with residual function occurring in CBAVD 121. Thus, CBAVD is port of the cystic fibrosis spectrum caused by CFTR dysfunction (FIG. 1), but it is also viewed as clinically distinct, particularly in moles with features limited to the vos deferens. Pancreatitis Loss-of-function variants in CFTR have also been linked too variety of conditions collectively termed 'CFTR-opothies', asreviewed by others14,122. Discovery of a pothologicol role for CFTR has proved to be particularly instructive for the study of Author Manuscript poncreotitis. Poncreotitis is a known complication of cysticfibrosis, primarily occuring in individuals with preserved pancreatic exocrine function123 Poncreotitis in the general population is a heterogeneous disorder with heritable and idiopathic sporadic forms124. A subset of heritable forms of recurrent acute and chronicponcreotitis can be attributed to CFTR dysfunction124 As with CBAVD, the distribution of CFTR variants differs from that of cystic fibrosis. Recent evidence suggeststhat cells expressing CFTR bearing variants associated with poncreotitis, but not with cystic fibrosis, manifest defective bicarbonate transport, while chloride channel function is preserved125. This concept aligns well with the role of CFTR as an important mediator of bicarbonate transport in the poncreoticducts 126. Manifestations in cystic fibrosis carriers Author Manuscript CFTR variants also act as risk alleles for multigenic disorders in the general population. Idiopathic disseminated bronchiectasis is a relatively rare pulmonary airway disease that manifests features similar to those observed in the lungs of individuals with cystic fibrosis. Several studies have shown a higher frequency of deleterious CFTR variants in individuals with bronchiectosisthon in control subjects". Bronchiectosisthot is complicated by infection with non-tuberculous mycobocterio or with the fungus Aspergillu.s fumigatus has also been associated with on increased frequency of CFTR variants127,128 Chronic rhinosinusitis (CRS) is an aetiologically heterogeneous condition affecting ~15% of the general population in the United States. CRS is a common complication in individuals with cysticfibrosis. Genotyping of subjects meeting rigorous criteria for CRS revealed on excess of carriers of a single deleterious CFTR variant compared to disease-free controls129. In these studies, the entire coding region of Author Manuscript CFTRwosexomined to exclude a second deleteriousvoriont. Support for the concept that presence of a single loss-of-function variant in CFTR predisposes to CRS was derived from the observation that the obligate heterozygous carriers of the deleterious CFTR variant (that is, the parents of individuals with cystic fibrosis) hod a threefold increase in prevalence of CRS130 Assessing whether poncreotitis, bronchiectosis or sinusitis con be attributed to CFTR dysfunction in a heterozygouscysticfibrosiscorrier requires detailed phenotyping to Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 11 exclude other conditions, including mild forms of cystic fibrosis 131. This challenge will Author Manuscript become porticulorlypertinent oswe enter into on age where CFTR dysfunction con be treated ot the molecular level. Furthermore, associating CFTR variants with common multigenic disorders hos substantial implications, os there ore on estimated 20 million heterozygous carriers of cystic fibrosis in the world. Many carriers of deleterious CFTR variants ore becoming owore oftheir status os population testing iswidespread in the United States and is becoming more common in Europe. However, the penetronce of most CFTR voriontsfor the traits discussed above is not known. Establishing the penetronce of variants in diseose-ossocioted genesis a considerable and important challenge132 Box 3 Author Manuscript Reversing cystic fibrosis: how much CFTR is needed? Effective treatment of cystic fibrosis at the molecular level requires restoration of cysticfibrosistronsmembrone conductance regulator (CFTR) function in affected tissues. Genotype ond phenotype correlation revealed that organ systems hove different requirements for CFTR function 13 Splice sitevoriontsthot reduce but do not eliminate production of some CFTR mRNA hove been porticulorly informative in this regord 133. Improvement in lung function meosuresond otherfeotures of cysticfibrosis (for example, S1Neot chloride concentration) occurs at CFTR mRNA levels above 5% of normal134,135. Splice sitevorionts that allow CFTRtronscript levels to reach 10-25% of normal levels hove been found in individuals that do not hove cystic fibrosis lung diseose136,137 As the residual RNA transcript isoffull length, it hos been assumed that the quantity of transcribed CFTR protein will correspond to the level of remaining full-length Author Manuscript CFTR transcripts. A lower boundary of 10%of normal levels for relieving pulmonary disease is supported by cell mixing experiments, which indicate that oirwoy epithelial ion transport is normalized when 6-10% of cells hove corrected CFTR function 138 Rescue of other key functions of the respirotoryepithelio may require higher levels of CFTR function. Restoration of mucus transport required −25% of cellsto be corrected139. These estimates represent overages; variation in genetic ond non-genetic modifiers islikely to broaden the range of CFTR correction required at the individual level. The successful clinical deployment of ivacaftor encouraged the search for compounds that can correct other defects in CFTR. The prevalence of the F508del variant has attracted intense interest in reversing the folding defect caused by this variant. Screening of small molecules followed by chemical modification of active compounds led to the formulation Author Manuscript oflumacaftor (also known as VX-809), which increased chloride transport of primary airway cells bearing F508del-CFTR to 14% of wild-type levels102 A clinical trial oflumacaftor produced a dose-dependent improvement in CFTR function measured in the sweat gland of patients carrying the F508del variant 1. However, CFTR function was not augmented in nasal epithelia, and lung function measures were not improved 1 (FIG 3a). As ivacaftor confers wild-type levels of open probability on F508del-CFTR, albeit as a result of a different pattern of channel gating96 clinical trials combining ivacaftor with the corrector Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 12 lumacaftor have been undertaken. This approach follows the reasonable logic that a Author Manuscript potentiator can increase the activation of'corrected' F508del-CFTR, thus amplifying the effect achieved by each compound alone102 (FIG 3b). A Phase II clinical trial demonstrated that the combination oflumacaftor and ivacaftor improved measures of lung function and sweat chloride concentration in individuals homozygous for the F508del variant 16 This encouraging result has been followed by the announcement that 2 Phase III clinical trials of combined lumicaftor and ivacaftor involving 1,100 F508 homozygotes over a 24-week period documented improvement in lung function (See Vertex press release). Although the changes in lung function measures were modest, there were concurrent improvements in secondary end points, providing encouraging evidence of clinical efficacy. However, two groups have recently reported that ivacaftor exposure for 48 hours diminishes the correction of F508del-CFTR conferred by lumacaftor in primary and immortalized cells104,105 Reduction in the quantity of 'corrected' F508del-CFTR due to ivacaftor may explain the Author Manuscript modest responses observed in the clinical trials (FIG 3b). Thus, compounds selected for combinatorial therapy will have to be carefully screened for undesirable interactions. With a panel of 'correctors' and 'potentiators' in hand, screening can proceed for combinations that act cooperatively32,105 (FIG 3b). Furthermore, the available drugs could be used to screen for novel compounds that interact synergistically to further recover function of F508del- CFTR 106 (FIG 3b). Although F508del and G551D account for a large fraction of cystic fibrosis alleles, 7% of patients with cystic fibrosis carry neither variant. To extend available therapy to as many individuals as possible, variants that permit translation of the CFTR protein can be evaluated for response to clinically approved corrector and potentiator compounds. However, as hundreds of translatable variants have been found in CFTR, it will be challenging to perform clinical efficacy studies of all variants, and many of these variants are carried by only a few Author Manuscript affected individuals. Therefore, a new approach is required to extend approved efficacious treatments to individuals with rare variants in CFTR. It has been proposed to group CFTR variants into theratypes according to their effect on the CFTR protein and in response to corrector and potentiator compounds. Previously unclassified variants can be provisionally assigned to theratypes on the basis of their effect on CFTR quantity and function in cell- based studies. Response of CFTR bearing the unclassified variant to the profile of compounds that define the theratype would confirm that the assignment is appropriate (FIG 3c). Measures of in vivo CFTR function can then be used to verify clinical response and to justify ongoing treatment of individual patients 107 To this end, 9 missense variants were shown to cause a defect in activation (that is, gating) of CFTR and reduction in chloride transport ranging from 0% to 9.7% of normal levels108 As noted for the GSS 1D variant, ivacaftor treatment ofimmortalized cells expressing CFTR bearing each of these variants Author Manuscript increased chloride transport from 21% to 1S7% of normal levels108, thereby predicting that clinical response should occur in individuals carrying these variants (FIG 3c). Subsequently, a Phase III clinical trial of 39 individuals demonstrated that ivacaftor was efficacious for 8 of the 9 variants, leading to rapid approval by the US Food and Drug Administration (NDA 203188). The four individuals carrying one variant did not respond sufficiently to warrant approval for ivacaftor treatment. The rapid expansion of small-molecule therapy for cystic fibrosis, from cell-based studies to clinical application, provides a new paradigm for drug Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 13 development for genetic disorders and an excellent example of the promise of personalized Author Manuscript medicine. To treat all patients with cystic fibrosis, it will be necessary to address variants that prevent or severely decrease production of the CFTR protein through alterations in RNA processing. Nonsense and frameshift variants that introduce a premature termination codon (PTC) pose several hurdles that must be cleared to achieve therapeutic quantities of the protein. Most PTC variants invoke RNA degradation through the nonsense-mediated RNA decay (NMD) pathway109. Counteracting NMD to stabilize mRNA in vivo is challenging owing to the possibility of off-target effectsno. Synthesis of a full-length protein requires readthrough of the PTC, and some success in suppressing nonsense variants in CFTR using compounds derived from aminoglycosides has been achieved 111 (FIG 3d). Clinical trials of PTC suppressors have documented modest recovery of CFTR function in the nasal epithelia, although improvement in lung function has not been reported 112·m. Even when readthrough Author Manuscript is successful, the incorporation of a non-native amino acid at the location of the nonsense variant could affect protein processing and function109.Thus, augmenting the function ofCFTR with ivacaftor following PTC suppression seems to be a viable approach to exceed the therapeutic threshold (FIG 3d). Alternatively, strategies such as induction of the unfolded protein response could be used to attenuate NMD, thereby stabilizing transcripts with PTCs for possible readthrough 114 Variants that cause aberrant RNA splicing pose a different set of challenges. On the one hand, suppression of variants that activate cryptic splice sites, such as c.3717 + 12191 C→7T (legacy 3849 + 10kbC-7T), can substantially increase the amount of normally spliced RNA transcript and protein (FIG 3d). On the other hand, variants that alter canonical nucleotides in splice sites are proving difficult to treat, although manipulation of splicing factors (for example, U1 small nuclear RNA) and the splicing process (for example, trans-splicing) shows some promise 115 The remaining Author Manuscript variants are rearrangements, which require replacement of one or more exons or the entire coding sequence of CFTR. Transfer of DNA to epithelial cells has been extensively explored as a therapeutic approach for cystic fibrosis, but efficient delivery to airway cells in vivo remains problematic116. Finally, although molecular treatment is at hand, variation in response15,35 indicates that underlying individual differences will have to be addressed to achieve the goal of attaining a normal lifespan for all patients with cystic fibrosis. Conclusions The discovery of CFTR 25 years ago was a triumph for genetics and a potent demonstration of its ability to deliver the molecular culprit in a Mendelian disorder. Cystic fibrosis is now positioned to reap the dividends of personalized medicine as variantspecific therapy is Author Manuscript deployed, and a growing understanding of the genetic and environmental modifiers of cystic fibrosis enables targeting of individual risk factors. The development of new genetic models of cystic fibrosis in pigs, ferrets, rats and zebrafish provides opportunities to investigate pathophysiology and to explore therapies at the earliest stages of disease. Newborn and population screening enables prospective management of affected individuals from birth, and genomic variation will provide information on the trajectories that individual patients are likely to follow. Genetics has played and will continue to play a key part in achieving a normal lifespan for individuals with cystic fibrosis. Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 14 Acknowledgements Author Manuscript The author thanks P. Thomas, D. Sheppard, M. Knowles, M. Drumm and B. Guggino for providing commentary and critique of this Review, and members of the CFTR2 team (C. Penland, J. Rommens, C. Castellani and M. Corey) for many insights regarding the clinical and functional consequences of CFTR variants. He also thanks P. Durie, H. Corvol and the members of the International Cystic Fibrosis Modifier Consortium for discussions about modifiers of cystic fibrosis, and members of the Cutting laboratory, especially P. Sosnay, S. Blackman, J. M. Collaco and K. Raraigh, for contributions to concepts presented in this Review. The author’s work is supported by grants 5R01DK044003 from the NIDDK, and grants CUTTING08A, CUTTING09A and CUTTING10A from the US Cystic Fibrosis Foundation. Competing interests statement The authors declare competing interests: see Web version for details. Glossary Pancreatic exocrine Pertaining to the portion of the pancreas that produces digestive enzymes that are combined with alkaline secretions from the pancreatic ducts and secreted into the intestine to aid digestion. Author Manuscript Locus-specific Collections of DNA variants that have been reported in disease- databases associated genes. CRISPR-Cas9 A method that uses an RNA guide and a DNA-binding protein to editing cleave DNA at a specific location to create sequence-specific changes via homologous recombination with a donor template. Intestinal Epithelial "mini-guts" grown in vitro from biopsies of the rectal organoids mucosa or from stem cells from a single individual. Airway submucosal Mucus-secretingglands found in the connective tissue that provide glands fluid for hydrating the surface of the airway epithelial cells and enabling ciliary function. Author Manuscript Airway surface Iiquid Fluid interface between the air and the cells in the lungs that confers protection from infection and facilitates removal of foreign particles. Tracheal rings Incomplete rings of highly elastic cartilage found in the anterior two-thirds of the tracheal wall. Endocrine Portion of the pancreas that produces hormones (insulin and pancreas glucagon) that are essential for glucose homeostasis. Pseudomonas Widely distributed gram-negative bacteria that show a predilection aeruginosa for acute and chronic infection of the Iungs of individuals with cystic fibrosis. Author Manuscript Meconium ileus Obstruction of the gut that usually develops in ubero in the ileum of the small intestine and that is highly suggestive of cystic fibrosis. Airway flow Series of standardized tests assessing the rate and volume of air measurements that can be inhaled and exhaled: they are used to determine the degree of disease in the lungs in individuals with cysticfibrosis. Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 15 Author Manuscript Vas deferens A tubular structure that conveys sperm from the testis to the urethra of the penis. Disseminated Pennanentdilation of the airwa}'S (bronchi) throughout the lungs. bronchiectasis Phase III clinical The third of four phases of evaluating a drug in affected subjects trials that confirms its safety and efficacy. Nasal potential Measurement of voltage across nasal epithelia th at represents the difference transport of ions and that. under specific conditions. can assess the function of cystic fibrosis tran smembran e conductance regulator (CFTR) in vivo. Open probability A measure of the average fraction of time that a channel is open. Author Manuscript Phase II clinical The second of four phases of evaluating a drug in affected subjects trial that establishes the efficacy of a drug compared to a placebo. Theratypes A recently invented tenn used to classify disease-associated DNA variants according to the molecular-based treatment to which they respond. References 1. MacKenzie T, et al. Longevity of patients with cystic fibrosis in 2000 to 2010 and beyond: survival analysis of the cystic fibrosis foundation patient registry. Ann. Intern. Med. 2014; 161:233–241. [PubMed: 25133359] 2. Cystic Fibrosis Foundation. Cystic Fibrosis Foundation Patient Registry Annual Data Report 2011. Author Manuscript Cystic Fibrosis Foundation; 2012. 3. Rommens JM, et al. Identification of the cystic fibrosis gene: chromosome walking and jumping. Science. 1989; 245:1059–1065. [PubMed: 2772657] 4. Riordan JR, et al. Identification of the cystic fibrosis gene: cloning and characterization of complementary DNA. Science. 1989; 245:1066–1073. [PubMed: 2475911] 5. Kerem B, et al. Identification of the cystic fibrosis gene: genetic analysis. Science. 1989; 245:1073– 1080. References 3-5 are landmark papers from 25 years ago reporting the discovery of the CFTR gene. [PubMed: 2570460] 6. Kartner N, et al. Expression of the cystic fibrosis gene in non-epithelial invertebrate cells produces a regulated anion conductance. Cell. 1991; 64:681–691. [PubMed: 1705179] 7. Quinton PM. Chloride impermeability in cystic fibrosis. Nature. 1983; 301:421–422. [PubMed: 6823316] 8. Knowles MR, et al. Abnormal ion permeation through cystic fibrosis respiratory epithelium. Science. 1983; 221:1067–1070. [PubMed: 6308769] Author Manuscript 9. Welsh MJ, Smith AE. Molecular mechanisms of CFTR chloride channel dysfunction in cystic fibrosis. Cell. 1993; 73:1251–1254. This seminal review proposes a classification of variants based on their predominant effect on CFTR processing or function. [PubMed: 7686820] 10. Rich DP, et al. Expression of cystic fibrosis transmembrane conductance regulator corrects defective chloride channel regulation in cystic fibrosis airway epithelial cells. Nature. 1990; 347:358–363. [PubMed: 1699126] 11. Guggino WB, Stanton BA. New insights into cystic fibrosis: molecular switches that regulate CFTR. Nature Rev. Mol. Cell. Biol. 2006; 7:426–436. [PubMed: 16723978] Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 16 12. Moskowitz SM, et al. Clinical practice and genetic counseling for cystic fibrosis and CFTR-related disorders. Genet. Med. 2008; 10:851–868. [PubMed: 19092437] Author Manuscript 13. Zielenski J. Genotype and phenotype in cystic fibrosis. Respiration. 2000; 67:117–133. [PubMed: 10773783] 14. Bombieri C, et al. Recommendations for the classification of diseases as CFTR-related disorders. J. Cyst. Fibros. 2011; 10(Suppl. 2):S86–S102. [PubMed: 21658649] 15. Ramsey BW, et al. A CFTR potentiator in patients with cystic fibrosis and the G551D mutation. N. Engl. J. Med. 2011; 365:1663–1672. [PubMed: 22047557] 16. Boyle MP, et al. A CFTR corrector (lumacaftor) and a CFTR potentiator (ivacaftor) for treatment of patients with cystic fibrosis who have a phe508del CFTR mutation: a phase 2 randomised controlled trial. Lancet Respir. Med. 2014; 2:527–538. [PubMed: 24973281] 17. Cheng SH, et al. Defective intracellular transport and processing of CFTR is the molecular basis of most cystic fibrosis. Cell. 1990; 63:827–834. [PubMed: 1699669] 18. Denning GM, et al. Processing of mutant cystic fibrosis transmembrane conductance regulator is temperature-sensitive. Nature. 1992; 358:761–764. [PubMed: 1380673] 19. Lazrak A, et al. The silent codon change I507-ATC.ATT contributes to the severity of the.F508 Author Manuscript CFTR channel dysfunction. FASEB J. 2013; 27:4630–4645. [PubMed: 23907436] 20. Sosnay PR, et al. Defining the disease liability of variants in the cystic fibrosis transmembrane conductance regulator gene. Nature Genet. 2013; 45:1160–1167. [PubMed: 23974870] 21. Van Goor F, Yu H, Burton B, Hoffman BJ. Effect of ivacaftor on CFTR forms with missense mutations associated with defects in protein processing or function. J. Cyst. Fibros. 2014; 13:29– 36. [PubMed: 23891399] 22. Lukacs GL, Verkman AS. CFTR: folding, misfolding and correcting the ΔF508 conformational defect. Trends Mol. Med. 2012; 18:81–91. [PubMed: 22138491] 23. Seibert FS, et al. Disease-associated mutations in the fourth cytoplasmic loop of cystic fibrosis transmembrane conductance regulator compromise biosynthetic processing and chloride channel activity. J. Biol. Chem. 1996; 271:15139–15145. [PubMed: 8662892] 24. Cotten JF, Ostedgaard LS, Carson MR, Welsh MJ. Effect of cystic fibrosis-associated mutations in the fourth intracellular loop of cystic fibrosis transmembrane conductance regulator. J. Biol. Chem. 1996; 271:21279–21284. [PubMed: 8702904] Author Manuscript 25. Mendoza JL, Thomas PJ. Building an understanding of cystic fibrosis on the foundation of ABC transporter structures. J. Bioenerg. Biomembr. 2007; 39:499–505. [PubMed: 18080175] 26. Mornon JP, Lehn P, Callebaut I. Atomic model of human cystic fibrosis transmembrane conductance regulator: membrane-spanning domains and coupling interfaces. Cell. Mol. Life Sci. 2008; 65:2594–2612. [PubMed: 18597042] 27. Serohijos AW, et al. Phenylalanine-508 mediates a cytoplasmic-membrane domain contact in the CFTR 3D structure crucial to assembly and channel function. Proc. Natl Acad. Sci. USA. 2008; 105:3256–3261. References 25-27 provide a foundation for the three-dimensional modelling of CFTR. [PubMed: 18305154] 28. Thibodeau PH, et al. The cystic fibrosis-causing mutation ΔF508 affects multiple steps in cystic fibrosis transmembrane conductance regulator biogenesis. J. Biol. Chem. 2010; 285:35825–35835. [PubMed: 20667826] 29. Krasnov KV, Tzetis M, Cheng J, Guggino WB, Cutting GR. Localization studies of rare missense mutations in cystic fibrosis transmembrane conductance regulator (CFTR) facilitate interpretation of genotype-phenotype relationships. Hum. Mutat. 2008; 29:1364–1372. [PubMed: 18951463] Author Manuscript 30. Rabeh WM, et al. Correction of both NBD1 energetics and domain interface is required to restore ΔF508 CFTR folding and function. Cell. 2012; 148:150–163. [PubMed: 22265408] 31. Mendoza JL, et al. Requirements for efficient correction of ΔF508 CFTR revealed by analyses of evolved sequences. Cell. 2012; 148:164–174. [PubMed: 22265409] 32. Okiyoneda T, et al. Mechanism-based corrector combination restores ΔF508-CFTR folding and function. Nature Chem. Biol. 2013; 9:444–454. [PubMed: 23666117] 33. Matsui H, et al. Evidence for periciliary liquid layer depletion, not abnormal ion composition, in the pathogenesis of cystic fibrosis airways disease. Cell. 1998; 95:1005–1015. [PubMed: 9875854] Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 17 34. Wong AP, et al. Directed differentiation of human pluripotent stem cells into mature airway epithelia expressing functional CFTR protein. Nature Biotech. 2012; 30:876–882. Author Manuscript 35. Dekkers JF, et al. A functional CFTR assay using primary cystic fibrosis intestinal organoids. Nature Med. 2013; 19:939–945. [PubMed: 23727931] 36. Schwank G, et al. Functional repair of CFTR by CRISPR/Cas9 in intestinal stem cell organoids of cystic fibrosis patients. Cell Stem Cell. 2013; 13:653–658. [PubMed: 24315439] 37. Suprynowicz FA, et al. Conditionally reprogrammed cells represent a stem-like state of adult epithelial cells. Proc. Natl Acad. Sci. USA. 2012; 109:20035–20040. [PubMed: 23169653] 38. Snouwaert JN, et al. An animal model for cystic fibrosis made by gene targeting. Science. 1992; 257:1083–1088. [PubMed: 1380723] 39. Tuggle KL, et al. Characterization of defects in ion transport and tissue development in cystic fibrosis transmembrane conductance regulator (CFTR)-knockout rats. PLoS ONE. 2014; 9:e91253. [PubMed: 24608905] 40. Sun X, et al. Disease phenotype of a ferret CFTRknockout model of cystic fibrosis. J. Clin. Invest. 2010; 120:3149–3160. [PubMed: 20739752] 41. Rogers CS, et al. Disruption of the CFTR gene produces a model of cystic fibrosis in newborn Author Manuscript pigs. Science. 2008; 321:1837–1841. References 40 and 41 are the first reports to describe the phenotypes of ferrets and pigs caused by loss of CFTR function. [PubMed: 18818360] 42. Navis A, Marjoram L, Bagnat M. Cftr controls lumen expansion and function of Kupffer’s vesicle in zebrafish. Development. 2013; 140:1703–1712. [PubMed: 23487313] 43. Wilke M, et al. Mouse models of cystic fibrosis: phenotypic analysis and research applications. J. Cyst. Fibros. 2011; 10:S152–S171. [PubMed: 21658634] 44. Grubb BR, Boucher RC. Pathophysiology of gene-targeted mouse models for cystic fibrosis. Physiol. Rev. 1999; 79:S193–S214. [PubMed: 9922382] 45. Clarke LB, et al. Relationship of a non-cystic fibrosis transmembrane conductance regulatormediated chloride conductance to organ-level disease in CFTR−/− mice. Proc. Natl Acad. Sci. USA. 1994; 91:479–483. [PubMed: 7507247] 46. Rock JR, et al. Transmembrane protein 16A (TMEM16A) is a Ca2+-regulated Cl. secretory channel in mouse airways. J. Biol. Chem. 2009; 284:14875–14880. 47. Henderson LB, et al. Variation in MSRA modifies risk of neonatal intestinal obstruction in cystic Author Manuscript fibrosis. PLoS Genet. 2012; 8:e1002580. [PubMed: 22438829] 48. Keiser NW, Engelhardt JF. New animal models of cystic fibrosis: what are they teaching us? Curr. Opin. Pulm. Med. 2011; 17:478–483. [PubMed: 21857224] 49. Rogers CS, et al. Production of CFTR-null and CFTR-ΔF508 heterozygous pigs by adeno- associated virus-mediated gene targeting and somatic cell nuclear transfer. J. Clin. Invest. 2008; 118:1571–1577. [PubMed: 18324337] 50. Stoltz DA, et al. Cystic fibrosis pigs develop lung disease and exhibit defective bacterial eradication at birth. Sci. Transl. Med. 2010; 2:29ra31. 51. Khan TZ, et al. Early pulmonary inflammation in infants with cystic fibrosis. Am. J. Respir. Crit. Care Med. 1995; 151:1075–1082. [PubMed: 7697234] 52. Pezzulo AA, et al. Reduced airway surface pH impairs bacterial killing in the porcine cystic fibrosis lung. Nature. 2012; 487:109–113. [PubMed: 22763554] 53. Adam RJ, et al. Air trapping and airflow obstruction in newborn cystic fibrosis piglets. Am. J. Respir. Crit. Care Med. 2013; 188:1434–1441. [PubMed: 24168209] Author Manuscript 54. Chen JH, et al. Loss of anion transport without increased sodium absorption characterizes newborn porcine cystic fibrosis airway epithelia. Cell. 2010; 143:911–923. [PubMed: 21145458] 55. Hodges CA, Grady BR, Mishra K, Cotton CU, Drumm ML. Cystic fibrosis growth retardation is not correlated with loss of Cftr in the intestinal epithelium. Am. J. Physiol. Gastrointest. Liver Physiol. 2011; 301:G528–G536. [PubMed: 21659619] 56. Stoltz DA, et al. Intestinal CFTR expression alleviates meconium ileus in cystic fibrosis pigs. J. Clin. Invest. 2013; 123:2685–2693. [PubMed: 23676501] 57. Ode KL, Moran A. New insights into cystic fibrosis-related diabetes in children. Lancet Diabetes Endocrinol. 2013; 1:52–58. [PubMed: 24622267] Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 18 58. Olivier AK, et al. Abnormal endocrine pancreas function at birth in cystic fibrosis ferrets. J. Clin. Invest. 2012; 122:3755–3768. [PubMed: 22996690] Author Manuscript 59. Uc A, et al. Glycaemic regulation and insulin secretion are abnormal in cystic fibrosis pigs despite sparing of islet cell mass. Clin. Sci. (Lond.). 2015; 128:131–142. [PubMed: 25142104] 60. Kerem E, et al. The relation between genotype and phenotype in cystic fibrosis--analysis of the most common mutation (.F508). N. Engl. J. Med. 1990; 323:1517–1522. [PubMed: 2233932] 61. The Cystic Fibrosis Genotype-Phenotype Consortium. Correlation between genotype and phenotype in patients with cystic fibrosis. N. Engl. J. Med. 1993; 329:1308–1313. [PubMed: 8166795] 62. Wilschanski M, et al. Correlation of sweat chloride concentration with classes of the cystic fibrosis transmembrane conductance regulator gene mutations. J. Pediatr. 1995; 127:705–710. [PubMed: 7472820] 63. McKone EF, Goss CH, Aitken ML. CFTR genotype as a predictor of prognosis in cystic fibrosis. Chest. 2006; 130:1441–1447. [PubMed: 17099022] 64. Gan K-H, et al. A cystic fibrosis mutation associated with mild lung disease. N. Engl. J. Med. 1995; 333:95–99. [PubMed: 7539891] Author Manuscript 65. Mekus F, et al. Categories of.F508 homozygous cystic fibrosis twin and sibling pairs with distinct phenotypic characteristics. Twin. Res. 2000; 3:277–293. [PubMed: 11463149] 66. Vanscoy LL, et al. Heritability of lung disease severity in cystic fibrosis. Am. J. Respir. Crit. Care Med. 2007; 175:1036–1043. [PubMed: 17332481] 67. Collaco JM, Blackman SM, McGready J, Naughton KM, Cutting GR. Quantification of the relative contribution of environmental and genetic factors to variation in cystic fibrosis lung function. J. Pediatr. 2010; 157:802–807. [PubMed: 20580019] 68. Li Z, et al. Longitudinal development of mucoid Pseudomonas aeruginosa infection and lung disease progression in children with cystic fibrosis. JAMA. 2005; 293:581–588. [PubMed: 15687313] 69. Green DM, et al. Heritability of respiratory infection with Pseudomonas aeruginosa in cystic fibrosis. J. Pediatr. 2012; 161:290–295. [PubMed: 22364820] 70. Bradley GM, Blackman SM, Watson CP, Doshi VK, Cutting GR. Genetic modifiers of nutritional status in cystic fibrosis. Am. J. Clin. Nutr. 2012; 96:1299–1308. [PubMed: 23134884] Author Manuscript 71. Stanke F, et al. Genes that determine immunology and inflammation modify the basic defect of impaired ion conductance in cystic fibrosis epithelia. J. Med. Genet. 2011; 48:24–31. [PubMed: 20837493] 72. Blackman SM, et al. Genetic modifiers play a substantial role in diabetes complicating cystic fibrosis. J. Clin. Endocrinol. Metab. 2009; 94:1302–1309. [PubMed: 19126627] 73. Finkelstein SM, et al. Diabetes mellitus associated with cystic fibrosis. J. Pediatr. 1988; 112:373– 377. [PubMed: 3346774] 74. Rozmahel R, et al. Modulation of disease severity in cystic fibrosis transmembrane conductance regulator deficient mice by a secondary genetic factor. Nature Genet. 1996; 12:280–287. [PubMed: 8589719] 75. Blackman SM, et al. Relative contribution of genetic and nongenetic modifiers to intestinal obstruction in cystic fibrosis. Gastroenterology. 2006; 131:1030–1039. [PubMed: 17030173] 76. Weiler CA, Drumm ML. Genetic influences on cystic fibrosis lung disease severity. Front. Pharmacol. 2013; 4:40. [PubMed: 23630497] Author Manuscript 77. Cutting GR. Modifier genes in Mendelian disorders: the example of cystic fibrosis. Ann. NY Acad. Sci. 2010; 1214:57–69. [PubMed: 21175684] 78. Knowles MR, Drumm M. The influence of genetics on cystic fibrosis phenotypes. Cold Spring Harb. Perspect. Med. 2012; 2:a009548. [PubMed: 23209180] 79. Drumm ML, Ziady AG, Davis PB. Genetic variation and clinical heterogeneity in cystic fibrosis. Annu. Rev. Pathol. 2012; 7:267–282. [PubMed: 22017581] 80. Guillot L, et al. Lung disease modifier genes in cystic fibrosis. Int. J. Biochem. Cell Biol. 2014; 52:83–93. [PubMed: 24569122] Nat Rev Genet. Author manuscript; available in PMC 2015 March 18. Cutting Page 19 81. Drumm ML, et al. Gene modifiers of lung disease in cystic fibrosis. N. Engl. J. Med. 2005; 353:1443–1453. This is an outstanding example of a candidate gene association study in which Author Manuscript TGFB1 was identified as a modifier of lung disease in cystic fibrosis. [PubMed: 16207846] 82. Bremer LA, et al. Interaction between a novel TGFB1 haplotype and CFTR genotype is associated with improved lung function in cystic fibrosis. Hum. Mol. Genet. 2008; 17:2228–2237. [PubMed: 18424453] 83. Chalmers JD, Fleming GB, Hill AT, Kilpatrick DC. Impact of mannose-binding lectin insufficiency on the course of cystic fibrosis: a review and meta-analysis. Glycobiology. 2011; 21:271–282. [PubMed: 21045008] 84. Dorfman R, et al. Complex two-gene modulation of lung disease severity in children with cystic fibrosis. J. Clin. Invest. 2008; 118:1040–1049. [PubMed: 18292811] 85. Collaco JM, et al. Interactions between secondhand smoke and genes that affect cystic fibrosis lung disease. JAMA. 2008; 299:417–424. [PubMed: 18230779] 86. Wright FA, et al. Genome-wide association and linkage identify modifier loci of lung disease severity in cystic fibrosis at 11p13 and 20q13.2. Nature Genet. 2011; 43:539–546. This paper demonstrates the successful application of genome-wide methods to the search for gene modifiers Author Manuscript of cystic fibrosis. [PubMed: 21602797] 87. Blackman SM, et al. Genetic modifiers of cystic fibrosis-related diabetes. Diabetes. 2013; 62:3627–3635. [PubMed: 23670970] 88. Bartlett JR, et al. Genetic modifiers of liver disease in cystic fibrosis. JAMA. 2009; 302:1076– 1083. [PubMed: 19738092] 89. Sun L, et al. Multiple apical plasma membrane constituents are associated with susceptibility to meconium ileus in individuals with cystic fibrosis. Nature Genet. 2012; 44:562–569. [PubMed: 22466613] 90. Li W, et al. Unraveling the complex genetic model for cystic fibrosis: pleiotropic effects of modifier genes on early cystic fibrosis-related morbidities. Hum. Genet. 2014; 133:151–161. [PubMed: 24057835] 91. Emond MJ, et al. Exome sequencing of extreme phenotypes identifies DCTN4 as a modifier of chronic Pseudomonas aeruginosa infection in cystic fibrosis. Nature Genet. 2012; 44:886–889. [PubMed: 22772370] Author Manuscript 92. Luciani A, et al. Defective CFTR induces aggresome formation and lung inflammation in cystic fibrosis through ROS-mediated autophagy inhibition. Nature Cell Biol. 2010; 12:863–875. [PubMed: 20711182] 93. Grody WW, et al. Laboratory standards and guidelines for population-based cystic fibrosis carrier screening. Genet. Med. 2001; 3:149–154. [PubMed: 11280952] 94. Grody WW, Cutting GR, Watson MS. The cystic fibrosis mutation “arms race”: when less is more. Genet. Med. 2007; 9:739–744. [PubMed: 18007142] 95. Kelley TJ, Al Nakkash L, Cotton CU, Drumm ML. Activation of endogenous.F508 cystic fibrosis transmembrane conductance regulator by phosphodiesterase inhibition. J. Clin. Invest. 1996; 98:513–520