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Clynick B, Corte TJ, Jo HE, Stewart I, Glaspole IN, Grainge C, Maher TM, Navaratnam V, Hubbard R, Hopkins PMA, Reynolds PN, Chapman S, Zappala C, Keir GJ, Cooper WA, Mahar AM, Ellis S, Goh NS, De Jong E, Cha L, Tan DBA, Leigh L, Oldmeadow C, Walters EH, Jenkins RG, Moodley Y. Biomarker signatures for progressive idiopathic pulmonary fibrosis. Eur Respir J 2021; 59:13993003.01181-2021. [PMID: 34675050 DOI: 10.1183/13993003.01181-2021] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Accepted: 08/03/2021] [Indexed: 11/05/2022]
Abstract
RATIONALE Idiopathic Pulmonary Fibrosis (IPF) is a progressive lung disease in which circulatory biomarkers has the potential for guiding management in clinical practice. OBJECTIVES We assessed the prognostic role of serum biomarkers in three independent IPF cohorts, the Australian IPF Registry (AIPFR), Trent Lung Fibrosis (TLF) and Prospective Observation of Fibrosis in the Lung Clinical Endpoints (PROFILE). METHODS In the AIPFR, candidate proteins were assessed by ELISA as well as in an unbiased proteomic approach. Least absolute shrinkage and selection operator (LASSO) regression was used to restrict the selection of markers that best accounted for the progressor phenotype at one-year in AIPFR, and subsequently prospectively selected for replication in the validation TLF cohort and assessed retrospectively in PROFILE. Four significantly replicating biomarkers were aggregated into a progression index (PI) model based on tertiles of circulating concentrations. MAIN RESULTS One-hundred and eighty-nine participants were included in the AIPFR cohort, 205 participants from the TLF, and 122 participants from the PROFILE cohorts. Differential biomarker expression was observed by ELISA and replicated for osteopontin, matrix metallopeptidase-7, intercellular adhesion molecule-1 and periostin for those with a progressor phenotype at one-year. Proteomic data did not replicate. The PI in the AIPFR, TLF and PROFILE predicted risk of progression, mortality and progression-free survival. A statistical model incorporating PI demonstrated the capacity to distinguish disease progression at 12 months, which was increased beyond the clinical GAP model alone in all cohorts, and significantly so within incidence based TLF and PROFILE cohorts. CONCLUSION A panel of circulatory biomarkers can provide potentially valuable clinical assistance in the prognosis of IPF patients.
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Affiliation(s)
- Britt Clynick
- Centre of Research Excellence in Pulmonary Fibrosis, Australia .,Institute for Respiratory Health Inc, Nedlands, Western Australia, Australia.,University of Western Australia, Crawley, Western Australia, Australia.,The authors wish it to be known that, in their opinion, the first two authors should be regarded as joint First Authors
| | - Tamera J Corte
- Centre of Research Excellence in Pulmonary Fibrosis, Australia.,The University of Sydney Central Clinical School, Camperdown, New South Wales, Australia.,Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia.,The authors wish it to be known that, in their opinion, the first two authors should be regarded as joint First Authors
| | - Helen E Jo
- Centre of Research Excellence in Pulmonary Fibrosis, Australia.,The University of Sydney Central Clinical School, Camperdown, New South Wales, Australia.,Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
| | - Iain Stewart
- NIHR Biomedical Research Centre, Respiratory Theme, University of Nottingham, Nottingham, UK
| | - Ian N Glaspole
- Monash University, Clayton, Victoria, Australia.,Alfred Hospital, Melbourne, Victoria, Australia
| | - Christopher Grainge
- University of Newcastle, Callaghan, New South Wales, Australia.,John Hunter Hospital, New Lambton Heights, New South Wales, Australia
| | | | - Vidya Navaratnam
- NIHR Biomedical Research Centre, Respiratory Theme, University of Nottingham, Nottingham, UK.,Nottingham University Hospitals, Nottingham, UK
| | - Richard Hubbard
- NIHR Biomedical Research Centre, Respiratory Theme, University of Nottingham, Nottingham, UK
| | - Peter M A Hopkins
- University of Queensland, St Lucia, Queensland, Australia.,Prince Charles Hospital, Chermside, Queensland, Australia
| | - Paul N Reynolds
- University of Adelaide, Adelaide, South Australia, Australia.,Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - Sally Chapman
- Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | | | - Gregory J Keir
- University of Queensland, St Lucia, Queensland, Australia
| | - Wendy A Cooper
- The University of Sydney Central Clinical School, Camperdown, New South Wales, Australia.,Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia.,Western Sydney University, Sydney, New South Wales, Australia
| | - Annabelle M Mahar
- Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
| | - Samantha Ellis
- Monash University, Clayton, Victoria, Australia.,Alfred Hospital, Melbourne, Victoria, Australia
| | - Nicole S Goh
- Austin Hospital, Heidelberg, Victoria, Australia.,Institute of Breathing and Sleep, Heidelberg, Victoria, Australia
| | - Emma De Jong
- Institute for Respiratory Health Inc, Nedlands, Western Australia, Australia.,University of Western Australia, Crawley, Western Australia, Australia
| | - Lilian Cha
- Institute for Respiratory Health Inc, Nedlands, Western Australia, Australia.,University of Western Australia, Crawley, Western Australia, Australia
| | - Dino B A Tan
- Institute for Respiratory Health Inc, Nedlands, Western Australia, Australia.,University of Western Australia, Crawley, Western Australia, Australia
| | - Lucy Leigh
- University of Newcastle, Callaghan, New South Wales, Australia.,Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Christopher Oldmeadow
- University of Newcastle, Callaghan, New South Wales, Australia.,Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - E Haydn Walters
- Centre of Research Excellence in Pulmonary Fibrosis, Australia.,Alfred Hospital, Melbourne, Victoria, Australia.,University of Tasmania, Hobart, Tasmania, Australia.,University of Melbourne, Parkville, Victoria, Australia.,Royal Hobart Hospital, Hobart, Tasmania, Australia
| | - R Gisli Jenkins
- NIHR Biomedical Research Centre, Respiratory Theme, University of Nottingham, Nottingham, UK
| | - Yuben Moodley
- Centre of Research Excellence in Pulmonary Fibrosis, Australia.,Institute for Respiratory Health Inc, Nedlands, Western Australia, Australia.,University of Western Australia, Crawley, Western Australia, Australia.,Fiona Stanley Hospital, Murdoch, Western Australia, Australia
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Zemek RM, De Jong E, Chin WL, Schuster IS, Fear VS, Casey TH, Forbes C, Dart SJ, Leslie C, Zaitouny A, Small M, Boon L, Forrest ARR, Muiri DO, Degli-Esposti MA, Millward MJ, Nowak AK, Lassmann T, Bosco A, Lake RA, Lesterhuis WJ. Sensitization to immune checkpoint blockade through activation of a STAT1/NK axis in the tumor microenvironment. Sci Transl Med 2020; 11:11/501/eaav7816. [PMID: 31316010 DOI: 10.1126/scitranslmed.aav7816] [Citation(s) in RCA: 100] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Accepted: 06/10/2019] [Indexed: 12/15/2022]
Abstract
Cancer immunotherapy using antibodies that target immune checkpoints has delivered outstanding results. However, responses only occur in a subset of patients, and it is not fully understood what biological processes determine an effective outcome. This lack of understanding hinders the development of rational combination treatments. We set out to define the pretreatment microenvironment associated with an effective outcome by using the fact that inbred mouse strains bearing monoclonal cancer cell line-derived tumors respond in a dichotomous manner to immune checkpoint blockade (ICB). We compared the cellular composition and gene expression profiles of responsive and nonresponsive tumors from mice before ICB and validated the findings in cohorts of patients with cancer treated with ICB antibodies. We found that responsive tumors were characterized by an inflammatory gene expression signature consistent with up-regulation of signal transducer and activator of transcription 1 (STAT1) and Toll-like receptor 3 (TLR3) signaling and down-regulation of interleukin-10 (IL-10) signaling. In addition, responsive tumors had more infiltrating-activated natural killer (NK) cells, which were necessary for response. Pretreatment of mice with large established tumors using the STAT1-activating cytokine interferon-γ (IFNγ), the TLR3 ligand poly(I:C), and an anti-IL-10 antibody sensitized tumors to ICB by attracting IFNγ-producing NK cells into the tumor, resulting in increased cure rates. Our results identify a pretreatment tumor microenvironment that predicts response to ICB, which can be therapeutically attained. These data suggest a biomarker-driven approach to patient management to establish whether a patient would benefit from treatment with sensitizing therapeutics before ICB.
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Affiliation(s)
- Rachael M Zemek
- School of Biomedical Sciences, University of Western Australia, M503, Crawley, WA 6009, Australia.,National Centre for Asbestos Related Diseases, 5th Floor QQ Block, 6 Verdun Street, Nedlands, WA 6009, Australia
| | - Emma De Jong
- Telethon Kids Institute, University of Western Australia, PO Box 855, West Perth, WA 6872, Australia
| | - Wee Loong Chin
- National Centre for Asbestos Related Diseases, 5th Floor QQ Block, 6 Verdun Street, Nedlands, WA 6009, Australia.,Medical School, University of Western Australia, M503, Crawley, WA 6009, Australia.,Department of Medical Oncology, Sir Charles Gairdner Hospital, Hospital Ave, Nedlands, WA 6009, Australia
| | - Iona S Schuster
- Immunology and Virology Program, Centre for Ophthalmology and Visual Science, University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia.,Centre for Experimental Immunology, Lions Eye Institute, 2 Verdun Street, Nedlands, WA 6009, Australia.,Infection and Immunity Program and Department of Microbiology, Biomedicine Discovery Institute, Monash University, VIC 3800, Australia
| | - Vanessa S Fear
- National Centre for Asbestos Related Diseases, 5th Floor QQ Block, 6 Verdun Street, Nedlands, WA 6009, Australia.,Medical School, University of Western Australia, M503, Crawley, WA 6009, Australia
| | - Thomas H Casey
- School of Biomedical Sciences, University of Western Australia, M503, Crawley, WA 6009, Australia.,National Centre for Asbestos Related Diseases, 5th Floor QQ Block, 6 Verdun Street, Nedlands, WA 6009, Australia
| | - Cath Forbes
- National Centre for Asbestos Related Diseases, 5th Floor QQ Block, 6 Verdun Street, Nedlands, WA 6009, Australia.,Medical School, University of Western Australia, M503, Crawley, WA 6009, Australia
| | - Sarah J Dart
- School of Biomedical Sciences, University of Western Australia, M503, Crawley, WA 6009, Australia.,National Centre for Asbestos Related Diseases, 5th Floor QQ Block, 6 Verdun Street, Nedlands, WA 6009, Australia
| | - Connull Leslie
- Department of Anatomical Pathology, PathWest Laboratory Medicine, QEII Medical Centre, Nedlands, WA 6009, Australia
| | - Ayham Zaitouny
- School of Mathematics and Statistics, University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia.,CSIRO, Mineral Resources, 26 Dick Perry Ave, Kensington, WA, 6152, Australia
| | - Michael Small
- School of Mathematics and Statistics, University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia.,CSIRO, Mineral Resources, 26 Dick Perry Ave, Kensington, WA, 6152, Australia
| | - Louis Boon
- Bioceros, Yalelaan 46, Alexander Numan Building, 3584 CM Utrecht, Netherlands
| | - Alistair R R Forrest
- Harry Perkins Institute of Medical Research, QEII Medical Centre and Centre for Medical Research, University of Western Australia, 6 Verdun Street, Nedlands, WA 6009, Australia
| | - Daithi O Muiri
- Harry Perkins Institute of Medical Research, QEII Medical Centre and Centre for Medical Research, University of Western Australia, 6 Verdun Street, Nedlands, WA 6009, Australia
| | - Mariapia A Degli-Esposti
- Immunology and Virology Program, Centre for Ophthalmology and Visual Science, University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia.,Centre for Experimental Immunology, Lions Eye Institute, 2 Verdun Street, Nedlands, WA 6009, Australia.,Infection and Immunity Program and Department of Microbiology, Biomedicine Discovery Institute, Monash University, VIC 3800, Australia
| | - Michael J Millward
- Medical School, University of Western Australia, M503, Crawley, WA 6009, Australia.,Department of Medical Oncology, Sir Charles Gairdner Hospital, Hospital Ave, Nedlands, WA 6009, Australia
| | - Anna K Nowak
- National Centre for Asbestos Related Diseases, 5th Floor QQ Block, 6 Verdun Street, Nedlands, WA 6009, Australia.,Medical School, University of Western Australia, M503, Crawley, WA 6009, Australia.,Department of Medical Oncology, Sir Charles Gairdner Hospital, Hospital Ave, Nedlands, WA 6009, Australia
| | - Timo Lassmann
- Telethon Kids Institute, University of Western Australia, PO Box 855, West Perth, WA 6872, Australia
| | - Anthony Bosco
- Telethon Kids Institute, University of Western Australia, PO Box 855, West Perth, WA 6872, Australia
| | - Richard A Lake
- School of Biomedical Sciences, University of Western Australia, M503, Crawley, WA 6009, Australia.,National Centre for Asbestos Related Diseases, 5th Floor QQ Block, 6 Verdun Street, Nedlands, WA 6009, Australia
| | - W Joost Lesterhuis
- School of Biomedical Sciences, University of Western Australia, M503, Crawley, WA 6009, Australia. .,National Centre for Asbestos Related Diseases, 5th Floor QQ Block, 6 Verdun Street, Nedlands, WA 6009, Australia.,Telethon Kids Institute, University of Western Australia, PO Box 855, West Perth, WA 6872, Australia
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De Jong E, Garratt LW, Looi K, Lee AHY, Ling KM, Smith ML, Falsafi R, Sutanto EN, Hillas J, Iosifidis T, Martinovich KM, Shaw NC, Montgomery ST, Kicic-Starcevich E, Lannigan FJ, Vijayasekaran S, Hancock REW, Stick SM, Kicic A, Arest CF. Ivacaftor or lumacaftor/ivacaftor treatment does not alter the core CF airway epithelial gene response to rhinovirus. J Cyst Fibros 2020; 20:97-105. [PMID: 32684439 DOI: 10.1016/j.jcf.2020.07.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 05/25/2020] [Accepted: 07/06/2020] [Indexed: 11/19/2022]
Abstract
BACKGROUND Aberrant responses by the cystic fibrosis airway epithelium during viral infection may underly the clinical observations. Whether CFTR modulators affect antiviral responses by CF epithelia is presently unknown. We tested the hypothesis that treatment of CF epithelial cells with ivacaftor (Iva) or ivacaftor/lumacaftor (Iva/Lum) would improve control of rhinovirus infection. METHODS Nineteen CF epithelial cultures (10 homozygous for p.Phe508del as CFTR Class 2, 9 p.Phe508del/p.Gly551Asp as Class 3) were infected with rhinovirus 1B at multiplicity of infection 12 for 24 h. Culture RNA and supernatants were harvested to assess gene and protein expression respectively. RESULTS RNA-seq analysis comparing rhinovirus infected cultures to control identified 796 and 629 differentially expressed genes for Class 2 and Class 3, respectively. This gene response was highly conserved when cells were treated with CFTR modulators and were predicted to be driven by the same interferon-pathway transcriptional regulators (IFNA, IFNL1, IFNG, IRF7, STAT1). Direct comparisons between treated and untreated infected cultures did not yield any differentially expressed genes for Class 3 and only 68 genes for Class 2. Changes were predominantly related to regulators of lipid metabolism and inflammation, aspects of epithelial biology known to be dysregulated in CF. In addition, CFTR modulators did not affect viral copy number, or levels of pro-inflammatory cytokines produced post-infection. CONCLUSIONS Though long-term clinical data is not yet available, results presented here suggest that first generation CFTR modulators do not interfere with core airway epithelial responses to rhinovirus infection. Future work should investigate the latest triple modulation therapies.
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Affiliation(s)
- Emma De Jong
- Telethon Kids Institute Respiratory Research Centre, Nedlands, 6009, Western Australia, Australia
| | - Luke W Garratt
- Telethon Kids Institute Respiratory Research Centre, Nedlands, 6009, Western Australia, Australia
| | - Kevin Looi
- Telethon Kids Institute Respiratory Research Centre, Nedlands, 6009, Western Australia, Australia; School of Public Health, Curtin University, Bentley, 6102, Western Australia, Australia
| | - Amy H Y Lee
- Center for Microbial Diseases Research, University of British Columbia, Vancouver, British Columbia, Canada
| | - Kak-Ming Ling
- Telethon Kids Institute Respiratory Research Centre, Nedlands, 6009, Western Australia, Australia; Division of Paediatrics Medical School, The University of Western Australia, Nedlands, 6009, Western Australia, Australia
| | - Maren L Smith
- Center for Microbial Diseases Research, University of British Columbia, Vancouver, British Columbia, Canada
| | - Reza Falsafi
- Center for Microbial Diseases Research, University of British Columbia, Vancouver, British Columbia, Canada
| | - Erika N Sutanto
- Telethon Kids Institute Respiratory Research Centre, Nedlands, 6009, Western Australia, Australia; School of Public Health, Curtin University, Bentley, 6102, Western Australia, Australia
| | - Jessica Hillas
- Telethon Kids Institute Respiratory Research Centre, Nedlands, 6009, Western Australia, Australia
| | - Thomas Iosifidis
- Telethon Kids Institute Respiratory Research Centre, Nedlands, 6009, Western Australia, Australia; School of Public Health, Curtin University, Bentley, 6102, Western Australia, Australia
| | - Kelly M Martinovich
- Telethon Kids Institute Respiratory Research Centre, Nedlands, 6009, Western Australia, Australia; Center for Microbial Diseases Research, University of British Columbia, Vancouver, British Columbia, Canada
| | - Nicole C Shaw
- Telethon Kids Institute Respiratory Research Centre, Nedlands, 6009, Western Australia, Australia; Center for Microbial Diseases Research, University of British Columbia, Vancouver, British Columbia, Canada
| | - Samuel T Montgomery
- Telethon Kids Institute Respiratory Research Centre, Nedlands, 6009, Western Australia, Australia
| | | | - Francis J Lannigan
- School of Medicine, Notre Dame University, Fremantle, 6160, Western Australia, Australia
| | - Shyan Vijayasekaran
- Telethon Kids Institute Respiratory Research Centre, Nedlands, 6009, Western Australia, Australia
| | - Robert E W Hancock
- Center for Microbial Diseases Research, University of British Columbia, Vancouver, British Columbia, Canada
| | - Stephen M Stick
- Telethon Kids Institute Respiratory Research Centre, Nedlands, 6009, Western Australia, Australia; Division of Paediatrics Medical School, The University of Western Australia, Nedlands, 6009, Western Australia, Australia; Centre for Cell Therapy and Regenerative Medicine Medical School, The University of Western Australia, Nedlands, 6009, Western Australia, Australia; Department of Respiratory and Sleep Medicine, Perth Children's Hospital, Nedlands, 6009, Western Australia, Australia
| | - Anthony Kicic
- Telethon Kids Institute Respiratory Research Centre, Nedlands, 6009, Western Australia, Australia; School of Public Health, Curtin University, Bentley, 6102, Western Australia, Australia; Division of Paediatrics Medical School, The University of Western Australia, Nedlands, 6009, Western Australia, Australia; Centre for Cell Therapy and Regenerative Medicine Medical School, The University of Western Australia, Nedlands, 6009, Western Australia, Australia; Department of Respiratory and Sleep Medicine, Perth Children's Hospital, Nedlands, 6009, Western Australia, Australia.
| | - C F Arest
- Telethon Kids Institute Respiratory Research Centre, Nedlands, 6009, Western Australia, Australia; Department of Respiratory and Sleep Medicine, Perth Children's Hospital, Nedlands, 6009, Western Australia, Australia; Murdoch Children's Research Institute, Parkville, Melbourne, Victoria, Australia; Department of Paediatrics, University of Melbourne, Parkville, Melbourne, Victoria, Australia
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Hopman J, Maat I, Jong ED, Liem D, Boode WD, Voss A, Tostmann A. Risk factors for enterobacter cloacae colonisation at a neonatal intensive care unit in the Netherlands. Antimicrob Resist Infect Control 2015. [PMCID: PMC4475099 DOI: 10.1186/2047-2994-4-s1-p237] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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