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Yan T, Weng F, Ming Y, Zhu S, Zhu M, Wang C, Guo C, Zhu K. Luminescence Probes in Bio-Applications: From Principle to Practice. BIOSENSORS 2024; 14:333. [PMID: 39056609 PMCID: PMC11274413 DOI: 10.3390/bios14070333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 07/03/2024] [Accepted: 07/04/2024] [Indexed: 07/28/2024]
Abstract
Bioanalysis based on optical imaging has gained significant progress in the last few decades. Luminescence probes are capable of detecting, monitoring, and tracing particular biomolecules in complex biological systems to figure out the roles of these molecules in organisms. Considering the rapid development of luminescence probes for bio-applications and their promising future, we have attempted to explore the working principles and recent advances in bio-applications of luminescence probes, in the hope of helping readers gain a detailed understanding of luminescence probes developed in recent years. In this review, we first focus on the current widely used luminescence probes, including fluorescence probes, bioluminescence probes, chemiluminescence probes, afterglow probes, photoacoustic probes, and Cerenkov luminescence probes. The working principles for each type of luminescence probe are concisely described and the bio-application of the luminescence probes is summarized by category, including metal ions detection, secretion detection, imaging, and therapy.
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Affiliation(s)
| | | | | | | | | | - Chunsheng Wang
- Department of Cardiovascular Surgery, Zhongshan Hospital Fudan University, Shanghai 200032, China; (T.Y.); (F.W.); (Y.M.); (S.Z.); (M.Z.)
| | - Changfa Guo
- Department of Cardiovascular Surgery, Zhongshan Hospital Fudan University, Shanghai 200032, China; (T.Y.); (F.W.); (Y.M.); (S.Z.); (M.Z.)
| | - Kai Zhu
- Department of Cardiovascular Surgery, Zhongshan Hospital Fudan University, Shanghai 200032, China; (T.Y.); (F.W.); (Y.M.); (S.Z.); (M.Z.)
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Camargos P, Bedran RM, Alvim CG, Sader OG. Rate and predictors of insufficient sweat volume in very young infants after pilocarpine gel iontophoresis: prospective, population-based study. Arch Dis Child 2024; 109:304-307. [PMID: 38253430 DOI: 10.1136/archdischild-2023-326487] [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: 10/17/2023] [Accepted: 01/11/2024] [Indexed: 01/24/2024]
Abstract
OBJECTIVE To verify the rate and predictors of 'quantity not sufficient' (QNS) among Brazilian infants younger than 3 months with positive newborn screening (NBS) for cystic fibrosis (CF). DESIGN Prospective, population-based study. SETTING Public Statewide Newborn Screening Programme where the incidence rate of CF is ≈1:11 000. PATIENTS Subjects with positive two-tiered immunoreactive trypsinogen. INTERVENTIONS Sweat induction and collection were performed in the same facility; one sweat sample was obtained per individual. MAIN OUTCOME MEASURES The QNS rate and its predictors; analysis corresponded to the day of sweat collection. RESULTS Among the 975 participants, QNS rates for 10 and 15 µL were 3.6% (95% CI 2.5% to 4.9%) and 8.3% (95% CI 6.6% to 10.2%). Infants weighing >3056 and >3845 g and with gestational age higher than 37 weeks had a greater likelihood (5.5 and 6.7, and 2.7 and 5.8 times more, respectively) of avoiding QNS than their peers. CONCLUSION QNS rates fulfilled the requirements, but predictors differed from those recommended by the Cystic Fibrosis Foundations guidelines.
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Affiliation(s)
- Paulo Camargos
- Department of Pediatrics, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Renata Marcos Bedran
- Department of Pediatrics, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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3
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Terlizzi V, Dolce D. Variability of the sweat test in children with Cystic Fibrosis previously CRMS/CFSPID: A retrospective monocenter experience. J Cyst Fibros 2023; 22:496-498. [PMID: 37117083 DOI: 10.1016/j.jcf.2023.04.018] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 04/20/2023] [Accepted: 04/21/2023] [Indexed: 04/30/2023]
Abstract
Some studies have evaluated the sweat test (ST) intra individual variability in CRMS/CFSPID. Here, we retrospectively evaluated this in a cohort followed at the CF center in Florence, Italy. We enrolled 37 CRMS/CFSPID and 37 CF children, born between 2011 and 2019. A total of 327 ST were retrospectively recovered, of which 17 (5.2%) were quantity not sufficient. After a median follow-up of 33.8 months (range 1.7-88.2), 11 (24.3%) became CF with at least two pathological sweat chloride (SC) values at a median age of 46.9 months (range 1.4-49). The coefficient of variation was 6.2% in CF patients and 32.5% in the CRMS/CFSPID that transitioned to CF (P<.001). Our data highlight a more variability of SC values in CRMS/CFSPID, especially in those that transitioned to a diagnosis of CF. Further studies are needed to understand whether it is correct to define an asymptomatic CRMS/CFSPID with pathological SC as CF.
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Affiliation(s)
- Vito Terlizzi
- Meyer Children's Hospital IRCCS, Cystic Fibrosis Regional Reference Center, Department of Paediatric Medicine, Viale Gaetano Pieraccini 24, Florence 50139, Italy.
| | - Daniela Dolce
- Meyer Children's Hospital IRCCS, Cystic Fibrosis Regional Reference Center, Department of Paediatric Medicine, Viale Gaetano Pieraccini 24, Florence 50139, Italy
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Min J, Tu J, Xu C, Lukas H, Shin S, Yang Y, Solomon SA, Mukasa D, Gao W. Skin-Interfaced Wearable Sweat Sensors for Precision Medicine. Chem Rev 2023; 123:5049-5138. [PMID: 36971504 PMCID: PMC10406569 DOI: 10.1021/acs.chemrev.2c00823] [Citation(s) in RCA: 171] [Impact Index Per Article: 85.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
Abstract
Wearable sensors hold great potential in empowering personalized health monitoring, predictive analytics, and timely intervention toward personalized healthcare. Advances in flexible electronics, materials science, and electrochemistry have spurred the development of wearable sweat sensors that enable the continuous and noninvasive screening of analytes indicative of health status. Existing major challenges in wearable sensors include: improving the sweat extraction and sweat sensing capabilities, improving the form factor of the wearable device for minimal discomfort and reliable measurements when worn, and understanding the clinical value of sweat analytes toward biomarker discovery. This review provides a comprehensive review of wearable sweat sensors and outlines state-of-the-art technologies and research that strive to bridge these gaps. The physiology of sweat, materials, biosensing mechanisms and advances, and approaches for sweat induction and sampling are introduced. Additionally, design considerations for the system-level development of wearable sweat sensing devices, spanning from strategies for prolonged sweat extraction to efficient powering of wearables, are discussed. Furthermore, the applications, data analytics, commercialization efforts, challenges, and prospects of wearable sweat sensors for precision medicine are discussed.
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Affiliation(s)
- Jihong Min
- Andrew and Peggy Cherng Department of Medical Engineering, Division of Engineering and Applied Science, California Institute of Technology, Pasadena, California, 91125, USA
| | - Jiaobing Tu
- Andrew and Peggy Cherng Department of Medical Engineering, Division of Engineering and Applied Science, California Institute of Technology, Pasadena, California, 91125, USA
| | - Changhao Xu
- Andrew and Peggy Cherng Department of Medical Engineering, Division of Engineering and Applied Science, California Institute of Technology, Pasadena, California, 91125, USA
| | - Heather Lukas
- Andrew and Peggy Cherng Department of Medical Engineering, Division of Engineering and Applied Science, California Institute of Technology, Pasadena, California, 91125, USA
| | - Soyoung Shin
- Andrew and Peggy Cherng Department of Medical Engineering, Division of Engineering and Applied Science, California Institute of Technology, Pasadena, California, 91125, USA
| | - Yiran Yang
- Andrew and Peggy Cherng Department of Medical Engineering, Division of Engineering and Applied Science, California Institute of Technology, Pasadena, California, 91125, USA
| | - Samuel A. Solomon
- Andrew and Peggy Cherng Department of Medical Engineering, Division of Engineering and Applied Science, California Institute of Technology, Pasadena, California, 91125, USA
| | - Daniel Mukasa
- Andrew and Peggy Cherng Department of Medical Engineering, Division of Engineering and Applied Science, California Institute of Technology, Pasadena, California, 91125, USA
| | - Wei Gao
- Andrew and Peggy Cherng Department of Medical Engineering, Division of Engineering and Applied Science, California Institute of Technology, Pasadena, California, 91125, USA
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5
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Standards of care guidance for sweat testing; phase two of the ECFS quality improvement programme. J Cyst Fibros 2022; 21:434-441. [DOI: 10.1016/j.jcf.2022.01.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 11/22/2021] [Accepted: 01/09/2022] [Indexed: 01/27/2023]
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6
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Prenzel F, Ceglarek U, Adams I, Hammermann J, Issa U, Lohse G, Mainz JG, Meister J, Spittel D, Thoss K, Vogel M, Duckstein F, Henn C, Hentschel J. Audit of sweat chloride testing reveals analytical errors. Clin Chem Lab Med 2021; 59:1376-1383. [PMID: 33826811 DOI: 10.1515/cclm-2020-1661] [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: 11/05/2020] [Accepted: 03/29/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Sweat chloride testing (SCT) is the mainstay for the diagnosis of cystic fibrosis (CF) and biomarker in the evaluation of CFTR-modifying drugs. To be a reliable and valid tool, analytical variance (CVA) must be minimized. However, external quality assessments have revealed significant deviations in routine clinical practice. Our goal was to identify and quantify technical errors through proficiency testing and simulations. METHODS Chloride concentrations of three blinded samples (each as triplicates) were measured in 9 CF centers using a chloridometer in a routine setting. Technical errors were simulated and quantified in a series of measurements. We compared imprecision and bias before and after a counseling session by evaluating coefficients of variation (CV), adherence to tolerance limits, and inter-rater variability coefficients. RESULTS Pipetting errors resulting in changes in sample volume were identified as the main source of error with deviations up to 41%. After the counseling session, the overall CVA decreased from 7.6 to 5.2%, the pass rate increased from 67 to 92%, and the inter-rater variability diminished. Significant deviations continued to be observed in individual centers. CONCLUSIONS Prevention of technical errors in SCT decreases imprecision and bias. Quality assurance programs must be established in all CF centers, including staff training, standard operating procedures, and proficiency testing.
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Affiliation(s)
- Freerk Prenzel
- Department of Pediatrics, University of Leipzig Medical Center, Leipzig, Germany
| | - Uta Ceglarek
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University of Leipzig Medical Center, Leipzig, Germany
| | - Ines Adams
- Department of Pediatrics, University of Magdeburg, Magdeburg, Germany
| | - Jutta Hammermann
- Children's Hospital, Technical University Dresden, Dresden, Germany
| | - Ulrike Issa
- Department of Pediatrics, University of Halle, Halle/Saale, Germany
| | - Gerhild Lohse
- Department of Pediatrics, Heinrich-Braun-Hospital Zwickau, Zwickau, Germany
| | - Jochen G Mainz
- Cystic Fibrosis Center for Children and Adults, Brandenburg Medical School (MHB) University, Brandenburg, Germany
| | | | - Dana Spittel
- Department of Pediatrics, Helios Clinic, Erfurt, Germany
| | - Karin Thoss
- Department of Pediatrics, Regional Hospital Greiz, Greiz, Germany
| | - Mandy Vogel
- Department of Pediatrics, University of Leipzig Medical Center, Leipzig, Germany.,LIFE Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
| | - Franziska Duckstein
- Cystic Fibrosis Center for Children and Adults, Brandenburg Medical School (MHB) University, Brandenburg, Germany
| | - Constance Henn
- Department of Pediatrics, University of Leipzig Medical Center, Leipzig, Germany
| | - Julia Hentschel
- Institute of Human Genetics, University of Leipzig Medical Center, Leipzig, Germany
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Ray TR, Ivanovic M, Curtis PM, Franklin D, Guventurk K, Jeang WJ, Chafetz J, Gaertner H, Young G, Rebollo S, Model JB, Lee SP, Ciraldo J, Reeder JT, Hourlier-Fargette A, Bandodkar AJ, Choi J, Aranyosi AJ, Ghaffari R, McColley SA, Haymond S, Rogers JA. Soft, skin-interfaced sweat stickers for cystic fibrosis diagnosis and management. Sci Transl Med 2021; 13:eabd8109. [PMID: 33790027 PMCID: PMC8351625 DOI: 10.1126/scitranslmed.abd8109] [Citation(s) in RCA: 55] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Accepted: 03/02/2021] [Indexed: 12/14/2022]
Abstract
The concentration of chloride in sweat remains the most robust biomarker for confirmatory diagnosis of cystic fibrosis (CF), a common life-shortening genetic disorder. Early diagnosis via quantitative assessment of sweat chloride allows prompt initiation of care and is critically important to extend life expectancy and improve quality of life. The collection and analysis of sweat using conventional wrist-strapped devices and iontophoresis can be cumbersome, particularly for infants with fragile skin, who often have insufficient sweat production. Here, we introduce a soft, epidermal microfluidic device ("sweat sticker") designed for the simple and rapid collection and analysis of sweat. Intimate, conformal coupling with the skin supports nearly perfect efficiency in sweat collection without leakage. Real-time image analysis of chloride reagents allows for quantitative assessment of chloride concentrations using a smartphone camera, without requiring extraction of sweat or external analysis. Clinical validation studies involving patients with CF and healthy subjects, across a spectrum of age groups, support clinical equivalence compared to existing device platforms in terms of accuracy and demonstrate meaningful reductions in rates of leakage. The wearable microfluidic technologies and smartphone-based analytics reported here establish the foundation for diagnosis of CF outside of clinical settings.
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Affiliation(s)
- Tyler R Ray
- Department of Mechanical Engineering, University of Hawaii at Manoa, Honolulu, HI 96822, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60202, USA
| | - Maja Ivanovic
- Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Paul M Curtis
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL 60202, USA
| | - Daniel Franklin
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60202, USA
| | - Kerem Guventurk
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60202, USA
| | - William J Jeang
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60202, USA
| | - Joseph Chafetz
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60202, USA
| | - Hannah Gaertner
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60202, USA
| | - Grace Young
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60202, USA
| | - Steve Rebollo
- Pritzker School of Molecular Engineering and Department of Physics, University of Chicago, Chicago, IL 60637, USA
| | - Jeffrey B Model
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA
- Epicore Biosystems Inc., Cambridge, MA 02139, USA
| | - Stephen P Lee
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA
- Epicore Biosystems Inc., Cambridge, MA 02139, USA
| | - John Ciraldo
- Micro/Nano Fabrication Facility (NUFAB) Northwestern University, Evanston, IL 60202, USA
| | - Jonathan T Reeder
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA
| | - Aurélie Hourlier-Fargette
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA
- Université de Strasbourg, CNRS, Institut Charles Sadron UPR22, F-67000, Strasbourg 67034, France
| | - Amay J Bandodkar
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA
| | - Jungil Choi
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA
- School of Mechanical Engineering, Kookmin University, Seoul 02707, Republic of Korea
| | - Alexander J Aranyosi
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA
- Epicore Biosystems Inc., Cambridge, MA 02139, USA
| | - Roozbeh Ghaffari
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60202, USA
- Epicore Biosystems Inc., Cambridge, MA 02139, USA
| | - Susanna A McColley
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
- Division of Pulmonary and Sleep Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
| | - Shannon Haymond
- Department of Pathology, Northwestern Feinberg School of Medicine, Chicago, IL 60611, USA
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
| | - John A Rogers
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA.
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60202, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60202, USA
- Epicore Biosystems Inc., Cambridge, MA 02139, USA
- Department of Mechanical Engineering, Department of Electrical and Computer Engineering, Department of Chemistry, Northwestern University, Evanston, IL 60202, USA
- Department of Neurological Surgery Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
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Shenoy A, Spyropoulos D, Peeke K, Smith D, Cellucci M, Chidekel A. Newborn Screening for Cystic Fibrosis: Infant and Laboratory Factors Affecting Successful Sweat Test Completion. Int J Neonatal Screen 2020; 7:ijns7010001. [PMID: 33375576 PMCID: PMC7838990 DOI: 10.3390/ijns7010001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 12/18/2020] [Accepted: 12/22/2020] [Indexed: 11/16/2022] Open
Abstract
Newborn screening (NBS) for Cystic Fibrosis (CF) has revolutionized the diagnosis of this inherited disease. CF NBS goals are to identify, diagnose, and initiate early CF treatment to attain better health outcomes. Abnormal CF NBS infants require diagnostic analysis via sweat chloride testing (ST). During ST, insufficient sweat volume collection causes a "quantity not sufficient" (QNS) test result and may delay CF diagnosis. The CF Foundation recommends QNS rates <10% for infants <3 months, but many CF Centers experience difficulties meeting this standard. Our quality improvement (QI) study assessed infant and laboratory factors contributing to ST success and QNS rates from 2017-2019. Infants' day of life (DOL) at successful ST completion was analyzed according to infant factors (birth weight (BW), gestational age, ethnicity, and sex). Laboratory factors and procedures affecting ST outcomes were also reviewed. At our institution, BW and gestational age were the infant factors found to significantly affect DOL at ST completion. ST education, reduced number of laboratory technicians, and direct observation during ST completion also improved ST success rates. This study supports QI measures and partnerships between CF centers and laboratory staff to identify and improve ST QNS rates while sustaining practices to ensure timely CF diagnostic testing.
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Affiliation(s)
- Ambika Shenoy
- Division of Pulmonology, Nemours, Alfred I. duPont Hospital for Children, 1600 Rockland Road, Wilmington, DE 19803, USA; (D.S.); (K.P.); (A.C.)
- Correspondence: ; Tel.: +1-302-651-6400
| | - Dina Spyropoulos
- Division of Pulmonology, Nemours, Alfred I. duPont Hospital for Children, 1600 Rockland Road, Wilmington, DE 19803, USA; (D.S.); (K.P.); (A.C.)
| | - Kathleen Peeke
- Division of Pulmonology, Nemours, Alfred I. duPont Hospital for Children, 1600 Rockland Road, Wilmington, DE 19803, USA; (D.S.); (K.P.); (A.C.)
| | - Dawn Smith
- Division of Laboratory Medicine, Nemours, Alfred I. duPont Hospital for Children, 1600 Rockland Road, Wilmington, DE 19803, USA;
| | - Michael Cellucci
- State of Delaware Newborn Screening Program, 1600 Rockland Road, Wilmington, DE 19803, USA;
| | - Aaron Chidekel
- Division of Pulmonology, Nemours, Alfred I. duPont Hospital for Children, 1600 Rockland Road, Wilmington, DE 19803, USA; (D.S.); (K.P.); (A.C.)
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McColley SA, Elbert A, Wu R, Ren CL, Sontag MK, LeGrys VA. Quantity not sufficient rates and delays in sweat testing in US infants with cystic fibrosis. Pediatr Pulmonol 2020; 55:3053-3056. [PMID: 32797669 DOI: 10.1002/ppul.25027] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 08/06/2020] [Accepted: 08/07/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND Diagnostic sweat testing is required for infants with positive newborn-screening (NBS) tests for cystic fibrosis (CF). Infants have "quantity not sufficient" (QNS) sweat volumes more often than older children. A comprehensive study of QNS sweat volumes in infants has not previously been reported. METHODS We surveyed US CF Centers to obtain QNS rates in all infants who had sweat testing at under 14 days and under 3 months of age. We then calculated QNS rates reported to the Cystic Fibrosis Foundation Patient Registry (CFFPR) 2010-2018 in 10-day increments from 1 to 60 days of life. We compared QNS sweat test rates in preterm (<37-weeks gestational age) vs term infants. We assessed age at sweat test and proportion of infants who did not have a sweat test reported by 60 days of age. RESULTS Thirty-nine of 144 (27%) of CF Centers reported a mean QNS rate of 10.5% (range, 0-100) in infants 14-days-old or younger. CFFPR data showed the highest QNS rates in the youngest infants and in those born before 37 weeks of gestation. The median age at sweat testing decreased over time, but more than 22% of infants did not have a sweat test reported by 60 days. CONCLUSION Higher QNS rates are seen in the youngest infants with CF, but more than 80% of infants younger than 2 weeks of age have adequate sweat volumes. Sweat testing should not be delayed in infants with a positive CF NBS test.
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Affiliation(s)
- Susanna A McColley
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois.,Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | | | - Runyu Wu
- Cystic Fibrosis Foundation, Bethesda, Maryland
| | - Clement L Ren
- Department of Pediatrics, Riley Children's Hospital, Indiana University, Indianapolis, Indiana
| | - Marci K Sontag
- Center for Public Health Innovation, Littleton, Colorado.,Department of Epidemiology, University of Colorado, Denver
| | - Vicky A LeGrys
- Department of Allied Health Science, University of North Carolina, Chapel Hill, North Carolina
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10
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Barben J, Chudleigh J. Processing Newborn Bloodspot Screening Results for CF. Int J Neonatal Screen 2020; 6:25. [PMID: 33073022 PMCID: PMC7422987 DOI: 10.3390/ijns6020025] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Accepted: 03/23/2020] [Indexed: 12/17/2022] Open
Abstract
Every newborn bloodspot screening (NBS) result for cystic fibrosis (CF) consists of two parts: a screening part in the laboratory and a clinical part in a CF centre. When introducing an NBS programme, more attention is usually paid to the laboratory part, especially which algorithm is most suitable for the region or the country. However, the clinical part, how a positive screening result is processed, is often underestimated and can have great consequences for the affected child and their parents. A clear algorithm for the diagnostic part in CF centres is also important and influences the performance of a CF NBS programme. The processing of a positive screening result includes the initial information given to the parents, the invitation to the sweat test, what to do if a sweat test fails, information about the results of the sweat test, the inconclusive diagnosis and the carrier status, which is handled differently from country to country. The time until the definitive diagnosis and adequate information is given, is considered by the parents and the CF team as the most important factor. The communication of a positive NBS result is crucial. It is not a singular event but rather a process that includes ensuring the appropriate clinicians are aware of the result and that families are informed in the most efficient and effective manner to facilitate consistent and timely follow-up.
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Affiliation(s)
- Jürg Barben
- Division of Paediatric Pulmonology & CF Centre, Children’s Hospital of Eastern Switzerland, 9006 St. Gallen, Switzerland
| | - Jane Chudleigh
- School of Health Sciences, City, University of London, London EC1V 0HB, UK;
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11
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Diagnosis of Cystic Fibrosis. Respir Med 2020. [DOI: 10.1007/978-3-030-42382-7_2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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12
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Proof of concept for identifying cystic fibrosis from perspiration samples. Proc Natl Acad Sci U S A 2019; 116:24408-24412. [PMID: 31740593 DOI: 10.1073/pnas.1909630116] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
The gold standard for cystic fibrosis (CF) diagnosis is the determination of chloride concentration in sweat. Current testing methodology takes up to 3 h to complete and has recognized shortcomings on its diagnostic accuracy. We present an alternative method for the identification of CF by combining desorption electrospray ionization mass spectrometry and a machine-learning algorithm based on gradient boosted decision trees to analyze perspiration samples. This process takes as little as 2 min, and we determined its accuracy to be 98 ± 2% by cross-validation on analyzing 277 perspiration samples. With the introduction of statistical bootstrap, our method can provide a confidence estimate of our prediction, which helps diagnosis decision-making. We also identified important peaks by the feature selection algorithm and assigned the chemical structure of the metabolites by high-resolution and/or tandem mass spectrometry. We inspected the correlation between mild and severe CFTR gene mutation types and lipid profiles, suggesting a possible way to realize personalized medicine with this noninvasive, fast, and accurate method.
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Taghizadeh-Behbahani M, Hemmateenejad B, Shamsipur M, Tavassoli A. A paper-based length of stain analytical device for naked eye (readout-free) detection of cystic fibrosis. Anal Chim Acta 2019; 1080:138-145. [PMID: 31409463 DOI: 10.1016/j.aca.2019.06.050] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Revised: 05/17/2019] [Accepted: 06/22/2019] [Indexed: 02/08/2023]
Abstract
The test of sweat chloride is routinely performed as a worldwide newborn screening (NBS) to the diagnosis of cystic fibrosis (CF) in infants. However, the available methods for measurement of chloride in sweat suffer from such limitations as either low selectivity and/or requiring relatively large sample size. In this work, we have designed an analytical ruler that can measure chloride ion in sweat and hence can be used for the diagnosis of cystic fibrosis. This micro-pad (μ-PAD) device is fabricated by making hydrophilic micro-channel on a filter paper impregnated with silver dichromate. After addition of chloride ion-containing sweat sample, it moves through the channel, leading to the formation of an AgCl sediment, which deposits as a white color stain, the length of which in the channel being proportional to the amount of chloride ion in sweat. A well-defined linear relation was observed between the length of white color stain and the concentration of chloride ion in the sample solutions with a relative standard deviation of 3.6% (n = 3) for an artificial sweat sample containing 100 mM chloride ion. The possible interfering effects of several different cations and anions on the detection of chloride ion were investigated and the results well-confirmed the selectivity of the proposed method. With the use of only 2.0 μL of the sample solution, the μPAD was able to measure the chloride content of sweat over a concentration range of 20.0-100.0 mM, which covers both the healthy range (˂ 40 mM) and the risky range (˃60 mM) of chloride ion. Analysis of chloride content of sweat samples by the μPAD agreed well with those obtained by a standard electrochemical method (with relative errors of lower than 10%).
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Affiliation(s)
| | - Bahram Hemmateenejad
- Chemistry Department, Shiraz University, Shiraz, Iran; Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.
| | | | - Alireza Tavassoli
- Department of Pathology, Fasa University of Medical Sciences, Fasa, Iran
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14
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Rueegg CS, Kuehni CE, Gallati S, Jurca M, Jung A, Casaulta C, Barben J. Comparison of two sweat test systems for the diagnosis of cystic fibrosis in newborns. Pediatr Pulmonol 2019; 54:264-272. [PMID: 30609259 DOI: 10.1002/ppul.24227] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Accepted: 11/27/2018] [Indexed: 12/16/2022]
Abstract
OBJECTIVES In the national newborn screening programme for CF in Switzerland, we compared the performance of two sweat test methods, by investigating the feasibility and diagnostic performance of the Macroduct® collection method (with chloride mesurement) and Nanoduct® test (measuring conductivity) for diagnosing CF. STUDY-DESIGN We included all newborns with a positive screening result between 2011 and 2015 who were referred to a CF-centre for sweat testing. In the CF-centre, a Macroduct and Nanoduct sweat test were performed simultaneously. If sweat test results were positive or borderline, a DNA analysis was performed. Final diagnosis was based on genetic mutations. RESULTS Over 5 years, 445 children were screened positive and in 413 (114 with CF) at least one sweat test was performed (median age at first test, 22 days); both tests were performed in 371 children. A sweat test result was more often available with the Nanoduct compared to the Macroduct (79 vs 60%, P < 0.001). The Nanoduct was equally sensitive as the Macroduct in identifying newborns with CF (sensitivity 98 vs 99%) but less specific (specificity 79 vs 93%; P-value comparing ROC curves = 0.033). CONCLUSIONS This national multicentre study revealed high failure rates for Macroduct and Nanoduct in newborns in real life practice. While this needs to be addressed, our results suggested that performing the Nanoduct in addition to the Macroduct might speed up the diagnostic process because it more often yields valid results with comparable diagnostic performance. The addition of the Nanoduct sweat test can therefore help to reduce the stressful time of uncertainty for parents and to start appropriate treatment earlier.
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Affiliation(s)
- Corina S Rueegg
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.,Oslo Centre for Biostatistics and Epidemiology, Oslo University Hospital and Department of Biostatistics, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Claudia E Kuehni
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.,Department of Pediatrics, Respiratory Unit, University of Bern, Bern, Switzerland
| | - Sabina Gallati
- Division of Human Genetics, University Children's Hospital Bern, Bern, Switzerland
| | - Maja Jurca
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Andreas Jung
- Division of Respiratory Medicine, University Children's Hospital of Zurich, Zurich, Switzerland
| | - Carmen Casaulta
- Department of Pediatrics, Respiratory Unit, University of Bern, Bern, Switzerland
| | - Juerg Barben
- Division of Pediatric Pulmonology, Children's Hospital of Eastern Switzerland, St. Gallen, Switzerland
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15
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Reeder JT, Choi J, Xue Y, Gutruf P, Hanson J, Liu M, Ray T, Bandodkar AJ, Avila R, Xia W, Krishnan S, Xu S, Barnes K, Pahnke M, Ghaffari R, Huang Y, Rogers JA. Waterproof, electronics-enabled, epidermal microfluidic devices for sweat collection, biomarker analysis, and thermography in aquatic settings. SCIENCE ADVANCES 2019; 5:eaau6356. [PMID: 30746456 PMCID: PMC6357724 DOI: 10.1126/sciadv.aau6356] [Citation(s) in RCA: 153] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2018] [Accepted: 12/10/2018] [Indexed: 05/18/2023]
Abstract
Noninvasive, in situ biochemical monitoring of physiological status, via the use of sweat, could enable new forms of health care diagnostics and personalized hydration strategies. Recent advances in sweat collection and sensing technologies offer powerful capabilities, but they are not effective for use in extreme situations such as aquatic or arid environments, because of unique challenges in eliminating interference/contamination from surrounding water, maintaining robust adhesion in the presence of viscous drag forces and/or vigorous motion, and preventing evaporation of collected sweat. This paper introduces materials and designs for waterproof, epidermal, microfluidic and electronic systems that adhere to the skin to enable capture, storage, and analysis of sweat, even while fully underwater. Field trials demonstrate the ability of these devices to collect quantitative in situ measurements of local sweat chloride concentration, local sweat loss (and sweat rate), and skin temperature during vigorous physical activity in controlled, indoor conditions and in open-ocean swimming.
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Affiliation(s)
- Jonathan T. Reeder
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Jungil Choi
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Yeguang Xue
- Department of Civil and Environmental Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Philipp Gutruf
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Justin Hanson
- Department of Biological Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611 USA
| | - Mark Liu
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Tyler Ray
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Amay J. Bandodkar
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Raudel Avila
- Department of Civil and Environmental Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Wei Xia
- Department of Civil and Environmental Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- State Key Laboratory for Strength and Vibration of Mechanical Structures, Xi’an Jiaotong University, Xi’an, Shaanxi 710049, China
| | - Siddharth Krishnan
- Department of Materials Science and Engineering and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Shuai Xu
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Department of Dermatology, Feinberg School of Medicine, Northwestern University, Chicago IL 60611 USA
| | - Kelly Barnes
- Gatorade Sports Science Institute, 617 W. Main St., Barrington, IL 60010, USA
| | - Matthew Pahnke
- Gatorade Sports Science Institute, 617 W. Main St., Barrington, IL 60010, USA
| | - Roozbeh Ghaffari
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- Epicore Biosystems Inc., Cambridge, MA 02139, USA
| | - Yonggang Huang
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Civil and Environmental Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
| | - John A. Rogers
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- Departments of Chemistry, and Electrical Engineering and Computer Science, McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA
- Departments of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
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16
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Sweat test for cystic fibrosis: Wearable sweat sensor vs. standard laboratory test. J Cyst Fibros 2018; 17:e35-e38. [PMID: 29580829 DOI: 10.1016/j.jcf.2018.03.005] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 03/02/2018] [Accepted: 03/02/2018] [Indexed: 11/20/2022]
Abstract
BACKGROUND Sweat chloride testing for diagnosis of cystic fibrosis (CF) involves sweat induction, collection and handling, and measurement in an analytical lab. We have developed a wearable sensor with an integrated salt bridge for real-time measurement of sweat chloride concentration. Here, in a proof-of-concept study, we compare the performance of the sensor to current clinical practice in CF patients and healthy subjects. METHOD Sweat was induced on both forearms of 10 individuals with CF and 10 healthy subjects using pilocarpine iontophoresis. A Macroduct sweat collection device was attached to one arm and sweat was collected for 30 min and then sent for laboratory analysis. A sensor was attached to the other arm and the chloride ion concentration monitored in real time for 30 min using a Bluetooth transceiver and smart phone app. RESULTS Stable sweat chloride measurements were obtained within 15 min following sweat induction using the wearable sensor. We define the detection time as the time at which the standard deviation of the real-time chloride ion concentration remained below 2 mEq/L for 5 min. The sweat volume for sensor measurements at the detection time was 13.1 ± 11.4 μL (SD), in many cases lower than the minimum sweat volume of 15 μL for conventional testing. The mean difference between sweat chloride concentrations measured by the sensor and the conventional laboratory practice was 6.2 ± 9.5 mEq/L (SD), close to the arm-to-arm variation of about 3 mEq/L. The Pearson correlation coefficient between the two measurements was 0.97 highlighting the excellent agreement between the two methods. CONCLUSION A wearable sensor can be used to make real-time measurements of sweat chloride within 15 min following sweat induction, requiring a small sweat volume, and with excellent agreement to standard methods.
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17
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Feasibility and normal values of an integrated conductivity (Nanoduct™) sweat test system in healthy newborns. J Cyst Fibros 2017; 16:465-470. [DOI: 10.1016/j.jcf.2017.04.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2016] [Revised: 03/12/2017] [Accepted: 04/03/2017] [Indexed: 12/30/2022]
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18
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Farrell PM, White TB, Ren CL, Hempstead SE, Accurso F, Derichs N, Howenstine M, McColley SA, Rock M, Rosenfeld M, Sermet-Gaudelus I, Southern KW, Marshall BC, Sosnay PR. Diagnosis of Cystic Fibrosis: Consensus Guidelines from the Cystic Fibrosis Foundation. J Pediatr 2017; 181S:S4-S15.e1. [PMID: 28129811 DOI: 10.1016/j.jpeds.2016.09.064] [Citation(s) in RCA: 525] [Impact Index Per Article: 65.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
OBJECTIVE Cystic fibrosis (CF), caused by mutations in the CF transmembrane conductance regulator (CFTR) gene, continues to present diagnostic challenges. Newborn screening and an evolving understanding of CF genetics have prompted a reconsideration of the diagnosis criteria. STUDY DESIGN To improve diagnosis and achieve standardized definitions worldwide, the CF Foundation convened a committee of 32 experts in CF diagnosis from 9 countries to develop clear and actionable consensus guidelines on the diagnosis of CF and to clarify diagnostic criteria and terminology for other disorders associated with CFTR mutations. An a priori threshold of ≥80% affirmative votes was required for acceptance of each recommendation statement. RESULTS After reviewing relevant literature, the committee convened to review evidence and cases. Following the conference, consensus statements were developed by an executive subcommittee. The entire consensus committee voted and approved 27 of 28 statements, 7 of which needed revisions and a second round of voting. CONCLUSIONS It is recommended that diagnoses associated with CFTR mutations in all individuals, from newborn to adult, be established by evaluation of CFTR function with a sweat chloride test. The latest mutation classifications annotated in the Clinical and Functional Translation of CFTR project (http://www.cftr2.org/index.php) should be used to aid in diagnosis. Newborns with a high immunoreactive trypsinogen level and inconclusive CFTR functional and genetic testing may be designated CFTR-related metabolic syndrome or CF screen positive, inconclusive diagnosis; these terms are now merged and equivalent, and CFTR-related metabolic syndrome/CF screen positive, inconclusive diagnosis may be used. International Statistical Classification of Diseases and Related Health Problems, 10th Revision codes for use in diagnoses associated with CFTR mutations are included.
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Affiliation(s)
- Philip M Farrell
- Departments of Pediatrics and Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | | | - Clement L Ren
- Section of Pediatric Pulmonology, Allergy, and Sleep Medicine, Indiana University School of Medicine, Riley Hospital for Children, Indianapolis, IN
| | | | - Frank Accurso
- Section of Pediatric Pulmonology, Colorado School of Public Health, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Nico Derichs
- CFTR Biomarker Center and Translational CF Research Group, CF Center, Pediatric Pulmonology and Immunology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Michelle Howenstine
- Section of Pediatric Pulmonology, Allergy, and Sleep Medicine, Indiana University School of Medicine, Riley Hospital for Children, Indianapolis, IN
| | - Susanna A McColley
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, and Division of Pulmonary Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - Michael Rock
- Departments of Pediatrics and Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Margaret Rosenfeld
- Seattle Children's Research Institute and Department of Pediatrics, University of Washington School of Medicine, Seattle, WA
| | - Isabelle Sermet-Gaudelus
- Centres de Ressources et de Compétences pour la Mucoviscidose, Institut Necker Enfants Malades/INSERM U1151, Hôpital Necker Enfants Malades, Paris, France
| | - Kevin W Southern
- Department of Women's and Children's Health, University of Liverpool, Institute in the Park, Alder Hey Children's Hospital, Liverpool, United Kingdom
| | | | - Patrick R Sosnay
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University, Baltimore, MD
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19
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Barben J, Rueegg CS, Jurca M, Spalinger J, Kuehni CE. Measurement of fecal elastase improves performance of newborn screening for cystic fibrosis. J Cyst Fibros 2016; 15:313-7. [DOI: 10.1016/j.jcf.2015.12.024] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2015] [Revised: 12/17/2015] [Accepted: 12/29/2015] [Indexed: 12/31/2022]
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20
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Levy H, Nugent M, Schneck K, Stachiw-Hietpas D, Laxova A, Lakser O, Rock M, Dahmer MK, Biller J, Nasr SZ, Baker M, McColley SA, Simpson P, Farrell PM. Refining the continuum of CFTR-associated disorders in the era of newborn screening. Clin Genet 2016; 89:539-49. [PMID: 26671754 DOI: 10.1111/cge.12711] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Revised: 11/25/2015] [Accepted: 12/06/2015] [Indexed: 02/01/2023]
Abstract
Clinical heterogeneity in cystic fibrosis (CF) often causes diagnostic uncertainty in infants without symptoms and in older patients with milder phenotypes. We performed a cross-sectional evaluation of a comprehensive set of clinical and laboratory descriptors in a physician-defined cohort (N = 376; Children's Hospital of Wisconsin and the American Family Children's Hospital CF centers in Milwaukee and Madison, WI, USA) to determine the robustness of categorizing CF (N = 300), cystic fibrosis transmembrane conductance regulator (CFTR)-related disorder (N = 19), and CFTR-related (CRMS) metabolic syndrome (N = 57) according to current consensus guidelines. Outcome measures included patient demographics, clinical measures, sweat chloride levels, CFTR genotype, age at diagnosis, airway microbiology, pancreatic function, infection, and nutritional status. The CF cohort had a significantly higher median sweat chloride level (105 mmol/l) than CFTR-related disorder patients (43 mmol/l) and CFTR-related metabolic syndrome patients (35 mmol/l; p ≤ 0.001). Patient groups significantly differed in pancreatic sufficiency, immunoreactive trypsinogen levels, sweat chloride values, genotype, and positive Pseudomonas aeruginosa cultures (p ≤ 0.001). An automated classification algorithm using recursive partitioning demonstrated concordance between physician diagnoses and consensus guidelines. Our analysis suggests that integrating clinical information with sweat chloride levels, CFTR genotype, and pancreatic sufficiency provides a context for continued longitudinal monitoring of patients for personalized and effective treatment.
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Affiliation(s)
- H Levy
- Children's Research Institute, Children's Hospital of Wisconsin and Medical College of Wisconsin, Milwaukee, WI, USA.,Division of Pulmonary and Sleep Medicine, Children's Hospital of Wisconsin, Milwaukee, WI, USA
| | - M Nugent
- Division of Quantitative Health Sciences, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - K Schneck
- Children's Research Institute, Children's Hospital of Wisconsin and Medical College of Wisconsin, Milwaukee, WI, USA
| | - D Stachiw-Hietpas
- Genetics Center, Children's Hospital and Health System of Wisconsin, Milwaukee, WI, USA
| | - A Laxova
- Department of Pediatrics and Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - O Lakser
- Department of Pediatrics, Section of Pulmonary Medicine, Lurie's Children's Hospital and Northwestern University, Chicago, IL, USA
| | - M Rock
- Department of Pediatrics and Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - M K Dahmer
- Children's Research Institute, Children's Hospital of Wisconsin and Medical College of Wisconsin, Milwaukee, WI, USA.,Division of Pediatric Critical Care Medicine, University of Michigan, Ann Arbor, MI, USA
| | - J Biller
- Division of Pulmonary and Sleep Medicine, Children's Hospital of Wisconsin, Milwaukee, WI, USA
| | - S Z Nasr
- Division of Pediatric Pulmonary Medicine, University of Michigan, Ann Arbor, MI, USA
| | - M Baker
- Wisconsin State Lab of Hygiene, Madison, WI, USA.,Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - S A McColley
- Department of Pediatrics, Section of Pulmonary Medicine, Lurie's Children's Hospital and Northwestern University, Chicago, IL, USA
| | - P Simpson
- Division of Quantitative Health Sciences, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - P M Farrell
- Department of Pediatrics and Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
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21
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Sweat conductivity and coulometric quantitative test in neonatal cystic fibrosis screening. JORNAL DE PEDIATRIA (VERSÃO EM PORTUGUÊS) 2015. [DOI: 10.1016/j.jpedp.2015.07.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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Domingos MT, Magdalena NIR, Cat MNL, Watanabe AM, Rosário Filho NA. Sweat conductivity and coulometric quantitative test in neonatal cystic fibrosis screening. J Pediatr (Rio J) 2015; 91:590-5. [PMID: 26092226 DOI: 10.1016/j.jped.2015.03.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2014] [Revised: 02/03/2015] [Accepted: 03/11/2015] [Indexed: 10/23/2022] Open
Abstract
OBJECTIVE To compare the results obtained with the sweat test using the conductivity method and coulometric measurement of sweat chloride in newborns (NBs) with suspected cystic fibrosis (CF) in the neonatal screening program. METHODS The sweat test was performed simultaneously by both methods in children with and without CF. The cutoff values to confirm CF were >50 mmol/L in the conductivity and >60 mmol/L in the coulometric test. RESULTS There were 444 infants without CF (185 males, 234 females, and 24 unreported) submitted to the sweat test through conductivity and coulometric measurement simultaneously, obtaining median results of 32 mmol/L and 12 mmol/L, respectively. For 90 infants with CF, the median values of conductivity and coulometric measurement were 108 mmol/L and 97 mmol/L, respectively. The false positive rate for conductivity was 16.7%, and was higher than 50 mmol/L in all patients with CF, which gives this method a sensitivity of 100% (95% CI: 93.8-97.8), specificity of 96.2% (95% CI: 93.8-97.8), positive predictive value of 83.3% (95% CI: 74.4-91.1), negative predictive value of 100% (95% CI: 90.5-109.4), and 9.8% accuracy. The correlation between the methods was r=0.97 (p>0.001). The best suggested cutoff value was 69.0 mmol/L, with a kappa coefficient=0.89. CONCLUSION The conductivity test showed excellent correlation with the quantitative coulometric test, high sensitivity and specificity, and can be used in the diagnosis of CF in children detected through newborn screening.
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Affiliation(s)
- Mouseline Torquato Domingos
- Serviço de Referência em Triagem Neonatal (SRTN), Fundação Ecumênica de Proteção ao Excepcional (FEPE), Curitiba, PR, Brazil.
| | | | - Mônica Nunes Lima Cat
- Department of Pediatrics, Universidade Federal do Paraná (UFPR), Curitiba, PR, Brazil
| | - Alexandra Mitiru Watanabe
- Serviço de Referência em Triagem Neonatal (SRTN), Fundação Ecumênica de Proteção ao Excepcional (FEPE), Curitiba, PR, Brazil
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Levy H, Farrell PM. New challenges in the diagnosis and management of cystic fibrosis. J Pediatr 2015; 166:1337-41. [PMID: 26008169 PMCID: PMC4477509 DOI: 10.1016/j.jpeds.2015.03.042] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2015] [Accepted: 03/19/2015] [Indexed: 01/03/2023]
Affiliation(s)
- Hara Levy
- Division of Pulmonary Medicine, Department of Pediatrics, Stanley Manne Research Institute, Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Philip M Farrell
- Departments of Pediatrics and Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Clinical Sciences Center, Madison, Wisconsin
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Improving newborn screening for cystic fibrosis using next-generation sequencing technology: a technical feasibility study. Genet Med 2015; 18:231-8. [PMID: 25674778 DOI: 10.1038/gim.2014.209] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2014] [Accepted: 12/22/2014] [Indexed: 11/09/2022] Open
Abstract
PURPOSE Many regions have implemented newborn screening (NBS) for cystic fibrosis (CF) using a limited panel of cystic fibrosis transmembrane regulator (CFTR) mutations after immunoreactive trypsinogen (IRT) analysis. We sought to assess the feasibility of further improving the screening using next-generation sequencing (NGS) technology. METHODS An NGS assay was used to detect 162 CFTR mutations/variants characterized by the CFTR2 project. We used 67 dried blood spots (DBSs) containing 48 distinct CFTR mutations to validate the assay. NGS assay was retrospectively performed on 165 CF screen-positive samples with one CFTR mutation. RESULTS The NGS assay was successfully performed using DNA isolated from DBSs, and it correctly detected all CFTR mutations in the validation. Among 165 screen-positive infants with one CFTR mutation, no additional disease-causing mutation was identified in 151 samples consistent with normal sweat tests. Five infants had a CF-causing mutation that was not included in this panel, and nine with two CF-causing mutations were identified. CONCLUSION The NGS assay was 100% concordant with traditional methods. Retrospective analysis results indicate an IRT/NGS screening algorithm would enable high sensitivity, better specificity and positive predictive value (PPV). This study lays the foundation for prospective studies and for introducing NGS in NBS laboratories.
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25
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DeMarco ML, Dietzen DJ, Brown SM. Sweating the small stuff: adequacy and accuracy in sweat chloride determination. Clin Biochem 2014; 48:443-7. [PMID: 25530017 DOI: 10.1016/j.clinbiochem.2014.12.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2014] [Revised: 12/09/2014] [Accepted: 12/10/2014] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Sweat chloride testing is the gold standard for diagnosis of cystic fibrosis (CF). Our objectives were to: 1) describe variables that determine sweat rate; 2) determine the analytic and diagnostic capacity of sweat chloride analysis across the range of observed sweat rates; and 3) determine the biologic variability of sweat chloride concentration. METHODS A retrospective analysis was performed using data from all sweat chloride tests performed at St. Louis Children's Hospital over a 21-month period. RESULTS A total of 1397 sweat chloride tests (1155 sufficient [≥75 mg], 242 insufficient [<75 mg]), were performed on 904 individuals. The sweat weight collected from forearms was statistically greater than that collected from legs. There was a negligible correlation between sweat weight and chloride concentration (r=-0.06). The mean individual biologic CV calculated from individuals with two or more sweat collections ≥75 mg was 13.1% (95% CI: 11.3-14.9%; range 0-88%) yielding a reference change value of 36%. Using 60 mmol/L as the diagnostic chloride cutoff, 100% of CF cases were detected whether a minimum sweat weight of 75, 40, or 20 mg was required. CONCLUSIONS 1) Collection of sweat from forearms is preferable to upper legs, particularly in very young infants; 2) sweat chloride concentrations are not highly dependent upon sweat rate; 3) a change in sweat chloride concentration exceeding 36% may be considered a clinically significant response to cystic fibrosis transmembrane receptor targeted therapy, and 4) sweat collections of less than 75 mg provide clinically accurate information.
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Affiliation(s)
- Mari L DeMarco
- Department of Pathology and Laboratory Medicine, St. Paul's Hospital, University of British Columbia, Vancouver, Canada.
| | - Dennis J Dietzen
- Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO, USA; Department of Pediatrics, Washington University School of Medicine, St Louis, MO, USA
| | - Sarah M Brown
- Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO, USA; Department of Pediatrics, Washington University School of Medicine, St Louis, MO, USA
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Abdulhamid I, Kleyn M, Langbo C, Gregoire-Bottex M, Schuen J, Shanmugasundaram K, Nasr SZ. Improving the Rate of Sufficient Sweat Collected in Infants Referred for Sweat Testing in Michigan. Glob Pediatr Health 2014; 1:2333794X14553625. [PMID: 27335913 PMCID: PMC4804676 DOI: 10.1177/2333794x14553625] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Objective. Sweat collected for testing should have quantity not sufficient (QNS) rate of ≤10% in babies ≤3 months of age. Michigan (MI) cystic fibrosis (CF) centers' QNS rates were 12% to 25% in 2009. This project was initiated to reduce sweat QNS rates in MI. Methods/Steps. (a) Each center's sweat testing procedures were reviewed by a consultant. (b) Each center received a report with recommendations to improve QNS rates. (c) Technicians visited other participating centers to observe their procedures. Results. A total of 778 infants were identified as positive via CF newborn screening over a 2-year period. The mean age at time of sweat test was 23.2 days (SD ± 13.0 days). The overall QNS percent decreased from 14.4% to 9.5% (P = .04) during the study. Conclusion. This project and teamwork approach led to a decrease of sweat test QNS rates, opportunities to solve a common problem, and improved quality of care.
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Affiliation(s)
- Ibrahim Abdulhamid
- Children's Hospital of Michigan Cystic Fibrosis Center, Detroit, MI, USA
| | - Mary Kleyn
- Michigan Department of Community Health, Lansing, MI, USA
| | - Carrie Langbo
- Michigan Department of Community Health, Lansing, MI, USA
| | | | - John Schuen
- Helen DeVos Children's Hospital Cystic Fibrosis Center, Grand Rapids, MI, USA
| | | | - Samya Z Nasr
- University of Michigan Cystic Fibrosis Center, Ann Arbor, MI, USA
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Seegmiller AC. Abnormal unsaturated fatty acid metabolism in cystic fibrosis: biochemical mechanisms and clinical implications. Int J Mol Sci 2014; 15:16083-99. [PMID: 25216340 PMCID: PMC4200767 DOI: 10.3390/ijms150916083] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2014] [Revised: 08/25/2014] [Accepted: 08/27/2014] [Indexed: 02/06/2023] Open
Abstract
Cystic fibrosis is an inherited multi-organ disorder caused by mutations in the CFTR gene. Patients with this disease exhibit characteristic abnormalities in the levels of unsaturated fatty acids in blood and tissue. Recent studies have uncovered an underlying biochemical mechanism for some of these changes, namely increased expression and activity of fatty acid desaturases. Among other effects, this drives metabolism of linoeate to arachidonate. Increased desaturase expression appears to be linked to cystic fibrosis mutations via stimulation of the AMP-activated protein kinase in the absence of functional CFTR protein. There is evidence that these abnormalities may contribute to disease pathophysiology by increasing production of eicosanoids, such as prostaglandins and leukotrienes, of which arachidonate is a key substrate. Understanding these underlying mechanisms provides key insights that could potentially impact the diagnosis, clinical monitoring, nutrition, and therapy of patients suffering from this deadly disease.
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Affiliation(s)
- Adam C Seegmiller
- Department of Pathology, Microbiology and Immunology, Vanderbilt University School of Medicine, 4918B TVC, 1301 Medical Center Dr., Nashville, TN 37027, USA.
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Collins MN, Brawley CB, McCracken CE, Shankar PRV, Schechter MS, Rogers BB. Risk factors for quantity not sufficient sweat collection in infants 3 months or younger. Am J Clin Pathol 2014; 142:72-5. [PMID: 24926088 DOI: 10.1309/ajcplhg2buvbt5ly] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
OBJECTIVES The purpose is to identify demographic characteristics associated with a quantity not sufficient (QNS) sweat collection in infants 3 months or younger. METHODS History of premature birth, infant race and sex, gestational age at delivery, and weight of the infant were compared with QNS collection. RESULTS Of 221 sweat collections from 197 infants, 25 were QNS. Infant weight less than 3 kg and history of prematurity were associated with QNS collection (P < .001). Thirteen (30.2%) of 43 infants weighing less than 3 kg had QNS collections compared with 12 (7.9%) of 151 infants 3 kg or more. Twelve (46.2%) premature infants had QNS collections compared with 13 (7.6%) term infants. Lower birth gestational age and corrected gestational age were associated with QNS collections. Six (86%) of seven infants who weighed less than 3 kg, had a history of prematurity, and were more than 54 days old at testing had a QNS result. Sex and race did not correlate with QNS collections. CONCLUSIONS Weight less than 3 kg and history of prematurity are associated with an increased chance of QNS sweat collections.
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Affiliation(s)
- Matthew N. Collins
- Departments of Pathology, Children’s Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA
| | - Cindy B. Brawley
- Departments of Pathology, Children’s Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA
| | - Courtney E. McCracken
- Pediatrics, Children’s Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA
| | - Prabhu R. V. Shankar
- Pediatrics, Children’s Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA
| | - Michael S. Schechter
- Pediatrics, Children’s Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA
- Virginia Commonwealth University, Children’s Hospital of Richmond at VCU, Richmond, VA
| | - Beverly Barton Rogers
- Departments of Pathology, Children’s Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA
- Pediatrics, Children’s Healthcare of Atlanta and Emory University School of Medicine, Atlanta, GA
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Rock MJ, Makholm L, Eickhoff J. A new method of sweat testing: the CF Quantum®sweat test. J Cyst Fibros 2014; 13:520-7. [PMID: 24862724 DOI: 10.1016/j.jcf.2014.05.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2014] [Revised: 05/01/2014] [Accepted: 05/01/2014] [Indexed: 11/26/2022]
Abstract
BACKGROUND Conventional methods of sweat testing are time consuming and have many steps that can and do lead to errors. This study compares conventional sweat testing to a new quantitative method, the CF Quantum® (CFQT) sweat test. This study tests the diagnostic accuracy and analytic validity of the CFQT. METHODS Previously diagnosed CF patients and patients who required a sweat test for clinical indications were invited to have the CFQT test performed. Both conventional sweat testing and the CFQT were performed bilaterally on the same day. Pairs of data from each test are plotted as a correlation graph and Bland-Altman plot. Sensitivity and specificity were calculated as well as the means and coefficient of variation by test and by extremity. After completing the study, subjects or their parents were asked for their preference of the CFQT and conventional sweat testing. RESULTS The correlation coefficient between the CFQT and conventional sweat testing was 0.98 (95% confidence interval: 0.97-0.99). The sensitivity and specificity of the CFQT in diagnosing CF was 100% (95% confidence interval: 94-100%) and 96% (95% confidence interval: 89-99%), respectively. In one center in this three center multicenter study, there were higher sweat chloride values in patients with CF and also more tests that were invalid due to discrepant values between the two extremities. The percentage of invalid tests was higher in the CFQT method (16.5%) compared to conventional sweat testing (3.8%) (p < 0.001). In the post-test questionnaire, 88% of subjects/parents preferred the CFQT test. CONCLUSIONS The CFQT is a fast and simple method of quantitative sweat chloride determination. This technology requires further refinement to improve the analytic accuracy at higher sweat chloride values and to decrease the number of invalid tests.
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Affiliation(s)
- Michael J Rock
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, USA.
| | - Linda Makholm
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, USA
| | - Jens Eickhoff
- Department of Biostatistics and Medical Informatics, University of Wisconsin, USA
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Aqil B, West A, Dowlin M, Tam E, Nordstrom C, Buffone G, Devaraj S. Implementation of a Quality Improvement Program to Improve Sweat Test Performance in a Pediatric Hospital. Arch Pathol Lab Med 2014; 138:920-2. [DOI: 10.5858/arpa.2013-0041-oa] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Context.—All positive screening of newborns for cystic fibrosis using the dried blood spot 2-tiered immunoreactive trypsinogen/DNA method requires subsequent sweat chloride testing for confirmation. Obtaining an adequate volume of sweat to measure chloride is a challenge for many cystic fibrosis centers across the nation. The standard for patients older than 3 months is less than 5% quantity not sufficient (QNS) and for patients 3 months or younger is less than 10% QNS.
Objective.—To set up a quality improvement (QI) program for sweat testing to improve QNS rates using the Wescor Macroduct (Wescor, Inc, Logan, Utah) method at Texas Children's Hospital's laboratory, Houston, Texas.
Design.—Single-center study.
Results.—Quantity not sufficient rates were evaluated for 4 months before and 8 months after implementation of the QI program for patients aged 3 months or younger and those older than 3 months. The QI program included changes in technician training, service, site of collection, mode of collection, weekly review, and forms to screen patients for medications that may alter sweat production. A marked improvement was observed in the rates of QNS, which declined considerably from 16.7% to 8.5% (≤3 months old) and from 9.3% to 2.2% (>3 months old) after implementation of the QI initiative in both age categories.
Conclusion.—This report demonstrates the effectiveness of the QI program in significantly improving QNS rates in sweat chloride testing in a pediatric hospital.
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Affiliation(s)
- Barina Aqil
- From the Texas Children's Hospital and Department of Pathology, Baylor College of Medicine, Houston, Texas
| | - Aaron West
- From the Texas Children's Hospital and Department of Pathology, Baylor College of Medicine, Houston, Texas
| | - Michael Dowlin
- From the Texas Children's Hospital and Department of Pathology, Baylor College of Medicine, Houston, Texas
| | - Estella Tam
- From the Texas Children's Hospital and Department of Pathology, Baylor College of Medicine, Houston, Texas
| | - Cristy Nordstrom
- From the Texas Children's Hospital and Department of Pathology, Baylor College of Medicine, Houston, Texas
| | - Gregory Buffone
- From the Texas Children's Hospital and Department of Pathology, Baylor College of Medicine, Houston, Texas
| | - Sridevi Devaraj
- From the Texas Children's Hospital and Department of Pathology, Baylor College of Medicine, Houston, Texas
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Laguna TA, Lin N, Wang Q, Holme B, McNamara J, Regelmann WE. Comparison of quantitative sweat chloride methods after positive newborn screen for cystic fibrosis. Pediatr Pulmonol 2012; 47:736-42. [PMID: 22786625 PMCID: PMC3856863 DOI: 10.1002/ppul.21608] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2011] [Accepted: 11/03/2011] [Indexed: 01/21/2023]
Abstract
OBJECTIVES Rapid and reliable confirmatory sweat testing following a positive newborn screen (NBS) for cystic fibrosis (CF) is preferred to allow for early diagnosis and to decrease parental anxiety. The Cystic Fibrosis Foundation (CFF) recently recommended a quantity not sufficient (QNS) rate of ≤ 10% in infants <3 months of age referred for quantitative sweat chloride analysis. Two CFF-approved methods are available by which to quantitatively measure chloride concentration in sweat. Our objective was to compare the performance of the Macroduct® sweat collection system (MSCS) with the Gibson and Cooke technique (GCT) in the acquisition of samples for the determination of sweat chloride concentration in infants with a positive Minnesota State NBS for CF. METHODS A retrospective database review of infants referred to the core Minnesota CF Center or its affiliate site for confirmatory sweat testing was performed to compare the QNS rates for the two techniques. Associations between birthweight, age at test, race, and QNS rates were examined. RESULTS Five hundred sixty-eight infants were referred for 616 sweat tests from March 2006 to January 2010. The mean age was 32.8 days at the initial sweat test. The GCT had a significantly higher QNS rate compared to the MSCS (15.4% vs. 2.1%, P < 0.0001). There was no association between age and the probability of QNS. The probability of QNS decreased as birthweight increased (P = 0.02). After adjusting for age, the odds of QNS using the GCT remained 8.34 (95% CI: 3.72-18.71) times that of the MSCS. Non-White infants had a significantly higher likelihood of QNS compared to non-Hispanic White infants (P = 0.0025). CONCLUSIONS Given the performance of the MSCS, the Minnesota CF Center has implemented the MSCS as its method of choice for diagnostic sweat testing in infants following a positive state NBS.
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Affiliation(s)
- Theresa A Laguna
- Department of Pediatrics, University of Minnesota School of Medicine and The Amplatz Children's Hospital, Minneapolis, Minnesota, USA.
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Abstract
PURPOSE OF REVIEW Newborn screening for cystic fibrosis (CF) is now universal in the US and many other countries. The rapid expansion of screening has resulted in numerous publications identifying new challenges for healthcare providers. This review provides an overview of these publications and includes ideas on managing these challenges. RECENT FINDINGS Most CF newborn screening algorithms involve DNA mutation analysis. As screening has expanded, new challenges have been identified related to carrier detection and inconclusive diagnoses. Early descriptions of infants with CF-related metabolic syndrome (CRMS) indicate that the natural history of this condition cannot be predicted. Early identification has also provided an opportunity to better understand the pathophysiology of CF. However, few studies have been conducted in infants with CF to determine optimal therapy and recommendations are largely anecdotal. SUMMARY Newborn screening provides an opportunity to identify and begin treatment early in individuals with CF. Whereas a single, optimal approach to screening does not exist, all programs can benefit from new findings regarding sweat testing, carrier detection, early pathophysiology, and clinical outcomes.
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Boas SR, Hageman J, Washburn J, Piasecki S, Liveris M. Results of a Quality Improvement Program for Sweat Testing to Diagnose Cystic Fibrosis. Lab Med 2012. [DOI: 10.1309/lm1rvjxv3l9xalco] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
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Wells J, Rosenberg M, Hoffman G, Anstead M, Farrell PM. A decision-tree approach to cost comparison of newborn screening strategies for cystic fibrosis. Pediatrics 2012; 129:e339-47. [PMID: 22291119 PMCID: PMC3269109 DOI: 10.1542/peds.2011-0096] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/07/2011] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE Because cystic fibrosis can be difficult to diagnose and treat early, newborn screening programs have rapidly developed nationwide but methods vary widely. We therefore investigated the costs and consequences or specific outcomes of the 2 most commonly used methods. METHODS With available data on screening and follow-up, we used a simulation approach with decision trees to compare immunoreactive trypsinogen (IRT) screening followed by a second IRT test against an IRT/DNA analysis. By using a Monte Carlo simulation program, variation in the model parameters for counts at various nodes of the decision trees, as well as for costs, are included and applied to fictional cohorts of 100 000 newborns. The outcome measures included the numbers of newborns given a diagnosis of cystic fibrosis and costs of screening strategy at each branch and cost per newborn. RESULTS Simulations revealed a substantial number of potential missed diagnoses for the IRT/IRT system versus IRT/DNA. Although the IRT/IRT strategy with commonly used cutoff values offers an average overall cost savings of $2.30 per newborn, a breakdown of costs by societal segments demonstrated higher out-of-pocket costs for families. Two potential system failures causing delayed diagnoses were identified relating to the screening protocols and the follow-up system. CONCLUSIONS The IRT/IRT screening algorithm reduces the costs to laboratories and insurance companies but has more system failures. IRT/DNA offers other advantages, including fewer delayed diagnoses and lower out-of-pocket costs to families.
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Affiliation(s)
| | - Marjorie Rosenberg
- Biostatistics and Medical Informatics, and
- Wisconsin School of Business, University of Wisconsin, Madison, Wisconsin
| | - Gary Hoffman
- Wisconsin State Laboratory of Hygiene, Madison, Wisconsin; and
| | - Michael Anstead
- Department of Pediatrics, University of Kentucky College of Medicine, Lexington, Kentucky
| | - Philip M. Farrell
- Departments of Population Health Sciences
- Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
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