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Gbinigie O, Ogburn E, Allen J, Dorward J, Dobson M, Madden TA, Yu LM, Lowe DM, Rahman N, Petrou S, Richards D, Hood K, Patel M, Saville BR, Marion J, Holmes J, Png ME, Hayward G, Lown M, Harris V, Jani B, Hart N, Khoo S, Rutter H, Chalk J, Standing JF, Breuer J, Lavallee L, Hadley E, Cureton L, Benysek M, Andersson MI, Francis N, Thomas NPB, Evans P, van Hecke O, Koshkouei M, Coates M, Barrett S, Bateman C, Davies J, Raymundo-Wood I, Ustianowski A, Nguyen-Van-Tam J, Carson-Stevens A, Hobbs R, Little P, Butler CC. Platform adaptive trial of novel antivirals for early treatment of COVID-19 In the community (PANORAMIC): protocol for a randomised, controlled, open-label, adaptive platform trial of community novel antiviral treatment of COVID-19 in people at increased risk of more severe disease. BMJ Open 2023; 13:e069176. [PMID: 37550022 PMCID: PMC10407406 DOI: 10.1136/bmjopen-2022-069176] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Accepted: 07/03/2023] [Indexed: 08/09/2023] Open
Abstract
INTRODUCTION There is an urgent need to determine the safety, effectiveness and cost-effectiveness of novel antiviral treatments for COVID-19 in vaccinated patients in the community at increased risk of morbidity and mortality from COVID-19. METHODS AND ANALYSIS PANORAMIC is a UK-wide, open-label, prospective, adaptive, multiarm platform, randomised clinical trial that evaluates antiviral treatments for COVID-19 in the community. A master protocol governs the addition of new antiviral treatments as they become available, and the introduction and cessation of existing interventions via interim analyses. The first two interventions to be evaluated are molnupiravir (Lagevrio) and nirmatrelvir/ritonavir (Paxlovid). ELIGIBILITY CRITERIA community-dwelling within 5 days of onset of symptomatic COVID-19 (confirmed by PCR or lateral flow test), and either (1) aged 50 years and over, or (2) aged 18-49 years with qualifying comorbidities. Registration occurs via the trial website and by telephone. Recruitment occurs remotely through the central trial team, or in person through clinical sites. Participants are randomised to receive either usual care or a trial drug plus usual care. Outcomes are collected via a participant-completed daily electronic symptom diary for 28 days post randomisation. Participants and/or their Trial Partner are contacted by the research team after days 7, 14 and 28 if the diary is not completed, or if the participant is unable to access the diary. The primary efficacy endpoint is all-cause, non-elective hospitalisation and/or death within 28 days of randomisation. Multiple prespecified interim analyses allow interventions to be stopped for futility or superiority based on prespecified decision criteria. A prospective economic evaluation is embedded within the trial. ETHICS AND DISSEMINATION Ethical approval granted by South Central-Berkshire REC number: 21/SC/0393; IRAS project ID: 1004274. Results will be presented to policymakers and at conferences, and published in peer-reviewed journals. TRIAL REGISTRATION NUMBER ISRCTN30448031; EudraCT number: 2021-005748-31.
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Affiliation(s)
- Oghenekome Gbinigie
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Emma Ogburn
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Julie Allen
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Jienchi Dorward
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
- Centre for the Aids Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa
| | - Melissa Dobson
- Nuffield Department of Medicine, Oxford Respiratory Trials Unit, Oxford, UK
| | | | - Ly-Mee Yu
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - David M Lowe
- University College London, Institute of Immunity and Transplantation, London, UK
| | - Najib Rahman
- Nuffield Department of Medicine, Oxford Respiratory Trials Unit, Oxford, UK
- NIHR Oxford Biomedical Research Centre, Oxford, UK
- Chinese Academy of Medicine Oxford Institute, University of Oxford, Oxford, UK
| | - Stavros Petrou
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Duncan Richards
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences (NDORMS), University of Oxford, Oxford, UK
| | - Kerenza Hood
- Centre for Trials Research, Cardiff University, Cardiff, UK
| | - Mahendra Patel
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Benjamin R Saville
- Berry Consultants, Austin, Texas, USA
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | | | - Jane Holmes
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - May Ee Png
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Gail Hayward
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Mark Lown
- Primary Care Research Centre, University of Southampton, Southampton, UK
| | - Victoria Harris
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Bhautesh Jani
- General Practice and Primary Care, School of Health and Wellbeing, MVLS, University of Glasgow, Glasgow, UK
| | - Nigel Hart
- School of Medicine, Dentistry and Biomedical Sciences - Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Saye Khoo
- Department of Pharmacology, University of Liverpool, Liverpool, UK
| | - Heather Rutter
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Jem Chalk
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Joseph F Standing
- Infection Inflammation and Immunology, UCL Great Ormond Street Institute of Child Health Population Policy and Practice, London, UK
- Department of Pharmacy, Great Ormond Street Hospital for Children, London, UK
| | - Judith Breuer
- Infection Inflammation and Immunology, UCL Great Ormond Street Institute of Child Health Population Policy and Practice, London, UK
| | - Layla Lavallee
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Elizabeth Hadley
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Lucy Cureton
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Magdalena Benysek
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Monique I Andersson
- Department of Microbiology, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Nick Francis
- Primary Care Research Centre, University of Southampton, Southampton, UK
| | - Nicholas P B Thomas
- Windrush Medical Practice, Witney, UK
- Thames Valley and South Midlands Clinical Research Network, National Institute for Health and Care Research, Oxford, UK
- Royal College of General Practitioners, London, UK
| | - Philip Evans
- Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
- National Institute for Health Research Clinical Research Network, London, UK
| | - Oliver van Hecke
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Mona Koshkouei
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Maria Coates
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Sarah Barrett
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Clare Bateman
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Jennifer Davies
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Ivy Raymundo-Wood
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Andrew Ustianowski
- Regional Infectious Diseases Unit, North Manchester General Hospital, Manchester, UK
| | - Jonathan Nguyen-Van-Tam
- Lifespan and Population Health Unit, University of Nottingham School of Medicine, Nottingham, UK
| | | | - Richard Hobbs
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Paul Little
- Primary Care Research Centre, University of Southampton, Southampton, UK
| | - Christopher C Butler
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
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Butler CC, Hobbs FDR, Gbinigie OA, Rahman NM, Hayward G, Richards DB, Dorward J, Lowe DM, Standing JF, Breuer J, Khoo S, Petrou S, Hood K, Nguyen-Van-Tam JS, Patel MG, Saville BR, Marion J, Ogburn E, Allen J, Rutter H, Francis N, Thomas NPB, Evans P, Dobson M, Madden TA, Holmes J, Harris V, Png ME, Lown M, van Hecke O, Detry MA, Saunders CT, Fitzgerald M, Berry NS, Mwandigha L, Galal U, Mort S, Jani BD, Hart ND, Ahmed H, Butler D, McKenna M, Chalk J, Lavallee L, Hadley E, Cureton L, Benysek M, Andersson M, Coates M, Barrett S, Bateman C, Davies JC, Raymundo-Wood I, Ustianowski A, Carson-Stevens A, Yu LM, Little P. Molnupiravir plus usual care versus usual care alone as early treatment for adults with COVID-19 at increased risk of adverse outcomes (PANORAMIC): an open-label, platform-adaptive randomised controlled trial. Lancet 2023; 401:281-293. [PMID: 36566761 PMCID: PMC9779781 DOI: 10.1016/s0140-6736(22)02597-1] [Citation(s) in RCA: 141] [Impact Index Per Article: 141.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 11/21/2022] [Accepted: 11/29/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND The safety, effectiveness, and cost-effectiveness of molnupiravir, an oral antiviral medication for SARS-CoV-2, has not been established in vaccinated patients in the community at increased risk of morbidity and mortality from COVID-19. We aimed to establish whether the addition of molnupiravir to usual care reduced hospital admissions and deaths associated with COVID-19 in this population. METHODS PANORAMIC was a UK-based, national, multicentre, open-label, multigroup, prospective, platform adaptive randomised controlled trial. Eligible participants were aged 50 years or older-or aged 18 years or older with relevant comorbidities-and had been unwell with confirmed COVID-19 for 5 days or fewer in the community. Participants were randomly assigned (1:1) to receive 800 mg molnupiravir twice daily for 5 days plus usual care or usual care only. A secure, web-based system (Spinnaker) was used for randomisation, which was stratified by age (<50 years vs ≥50 years) and vaccination status (yes vs no). COVID-19 outcomes were tracked via a self-completed online daily diary for 28 days after randomisation. The primary outcome was all-cause hospitalisation or death within 28 days of randomisation, which was analysed using Bayesian models in all eligible participants who were randomly assigned. This trial is registered with ISRCTN, number 30448031. FINDINGS Between Dec 8, 2021, and April 27, 2022, 26 411 participants were randomly assigned, 12 821 to molnupiravir plus usual care, 12 962 to usual care alone, and 628 to other treatment groups (which will be reported separately). 12 529 participants from the molnupiravir plus usual care group, and 12 525 from the usual care group were included in the primary analysis population. The mean age of the population was 56·6 years (SD 12·6), and 24 290 (94%) of 25 708 participants had had at least three doses of a SARS-CoV-2 vaccine. Hospitalisations or deaths were recorded in 105 (1%) of 12 529 participants in the molnupiravir plus usual care group versus 98 (1%) of 12 525 in the usual care group (adjusted odds ratio 1·06 [95% Bayesian credible interval 0·81-1·41]; probability of superiority 0·33). There was no evidence of treatment interaction between subgroups. Serious adverse events were recorded for 50 (0·4%) of 12 774 participants in the molnupiravir plus usual care group and for 45 (0·3%) of 12 934 in the usual care group. None of these events were judged to be related to molnupiravir. INTERPRETATION Molnupiravir did not reduce the frequency of COVID-19-associated hospitalisations or death among high-risk vaccinated adults in the community. FUNDING UK National Institute for Health and Care Research.
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Affiliation(s)
- Christopher C Butler
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK.
| | - F D Richard Hobbs
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Oghenekome A Gbinigie
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Najib M Rahman
- Oxford Respiratory Trials Unit, Nuffield Department of Medicine, University of Oxford, Oxford, UK; Chinese Academy of Medical Sciences Oxford Institute, University of Oxford, Oxford, UK; Oxford National Institute for Health and Care Research Biomedical Research Centre, Oxford, UK
| | - Gail Hayward
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Duncan B Richards
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Jienchi Dorward
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK; Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa
| | - David M Lowe
- Institute of Immunity and Transplantation, University College London, London, UK
| | - Joseph F Standing
- Infection, Inflammation and Immunology, UCL Great Ormond Street Institute of Child Health, London, UK; Department of Pharmacy, Great Ormond Street Hospital for Children, London, UK
| | - Judith Breuer
- Infection, Inflammation and Immunology, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Saye Khoo
- Department of Pharmacology, University of Liverpool, Liverpool, UK
| | - Stavros Petrou
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Kerenza Hood
- Centre for Trials Research, Cardiff University, Cardiff, UK
| | | | - Mahendra G Patel
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Benjamin R Saville
- Berry Consultants, Austin, TX, USA; Department of Biostatistics, Vanderbilt School of Medicine, Nashville, TN, USA
| | | | - Emma Ogburn
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Julie Allen
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Heather Rutter
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Nick Francis
- Primary Care Research Centre, University of Southampton, Southampton, UK
| | - Nicholas P B Thomas
- Windrush Medical Practice, Witney, UK; National Institute for Health and Care Research Clinical Research Network: Thames Valley and South Midlands, Oxford, UK; Royal College of General Practitioners, London, UK
| | - Philip Evans
- Faculty of Health and Life Sciences, University of Exeter, Exeter, UK; National Institute for Health and Care Research Clinical Research Network, Leeds, UK
| | - Melissa Dobson
- Oxford Respiratory Trials Unit, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | | | - Jane Holmes
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Victoria Harris
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - May Ee Png
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Mark Lown
- Primary Care Research Centre, University of Southampton, Southampton, UK
| | - Oliver van Hecke
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | | | | | | | | | - Lazaro Mwandigha
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Ushma Galal
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Sam Mort
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Bhautesh D Jani
- General Practice and Primary Care, School of Health and Wellbeing, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, UK
| | - Nigel D Hart
- School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, Belfast, UK
| | - Haroon Ahmed
- Division of Population Medicine, Cardiff University, Cardiff, UK
| | - Daniel Butler
- School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, Belfast, UK
| | - Micheal McKenna
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Jem Chalk
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Layla Lavallee
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Elizabeth Hadley
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Lucy Cureton
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Magdalena Benysek
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Monique Andersson
- Department of Microbiology, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Maria Coates
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Sarah Barrett
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Clare Bateman
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Jennifer C Davies
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Ivy Raymundo-Wood
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Andrew Ustianowski
- and Regional Infectious Diseases Unit, North Manchester General Hospital, Manchester, UK
| | | | - Ly-Mee Yu
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Paul Little
- Primary Care Research Centre, University of Southampton, Southampton, UK
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Jones R, Crabb S, Chester J, Elliott T, Huddart R, Birtle A, Evans L, Lester J, Jagdev S, Casbard A, Huang C, Madden TA, Griffiths G. A randomised Phase II trial of carboplatin and gemcitabine ± vandetanib in first-line treatment of patients with advanced urothelial cell cancer not suitable to receive cisplatin. BJU Int 2020; 126:292-299. [PMID: 32336008 DOI: 10.1111/bju.15096] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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] [Indexed: 01/31/2023]
Abstract
OBJECTIVES To assess the efficacy and tolerability of the dual epidermal growth factor receptor/vascular endothelial growth factor receptor inhibitor, vandetanib, in combination with carboplatin and gemcitabine in the first-line treatment of patients with advanced transitional cell carcinoma urothelial cancer (UC) who were unsuitable for cisplatin. PATIENTS AND METHODS From 2011 to 2014, 82 patients were randomised from 16 hospitals across the UK into the TOUCAN double-blind, placebo-controlled randomised Phase II trial, receiving six 21-day cycles of intravenous carboplatin (target area under the concentration versus time curve 4.5, day 1) and gemcitabine (1000 mg/m2 days 1 and 8) combined with either oral vandetanib 100 mg or placebo (once daily). Progression-free survival (PFS; primary endpoint), adverse events, tolerability and feasibility of use, objective response rate and overall survival (OS) were evaluated. Intention-to-treat and per-protocol analyses were used to analyse the primary endpoint. RESULTS The 82 patients were randomised 1:1 to vandetanib (n = 40) or placebo (n = 42), and 25 patients (30%) completed six cycles of all allocated treatment. Toxicity Grade ≥3 was experienced in 80% (n = 32) and 76% (n = 32) of patients in the vandetanib and placebo arms, respectively. The median PFS was 6.8 and 8.8 months for the vandetanib and placebo arms, respectively (hazard ratio [HR] 1.07, 95% confidence interval [CI] 0.65-1.76; P = 0.71); the median OS was 10.8 vs 13.8 months (HR 1.41, 95% CI 0.79-2.52; P = 0.88); and radiological response rates were 50% and 55%. CONCLUSION There is no evidence that vandetanib improves clinical outcome in this setting. Our present data do not support its adoption as the regimen of choice for first-line treatment in patients with UC who were unfit for cisplatin.
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Affiliation(s)
- Robert Jones
- Beatson West of Scotland Cancer Centre, University of Glasgow, Glasgow, UK
| | - Simon Crabb
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - John Chester
- Cardiff University, Cardiff, UK
- Velindre Cancer Centre, Cardiff, UK
- St. James's University Hospital, Leeds, UK
| | - Tony Elliott
- Christie Hospital NHS Foundation Trust, Manchester, UK
| | | | | | | | | | | | - Angela Casbard
- Centre for Trials Research, Cardiff University, Cardiff, UK
| | - Chao Huang
- Centre for Trials Research, Cardiff University, Cardiff, UK
- Hull York Medical School, University of Hull, Hull, UK
| | | | - Gareth Griffiths
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
- Centre for Trials Research, Cardiff University, Cardiff, UK
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Jones RH, Casbard A, Carucci M, Cox C, Butler R, Alchami F, Madden TA, Bale C, Bezecny P, Joffe J, Moon S, Twelves C, Venkitaraman R, Waters S, Foxley A, Howell SJ. Fulvestrant plus capivasertib versus placebo after relapse or progression on an aromatase inhibitor in metastatic, oestrogen receptor-positive breast cancer (FAKTION): a multicentre, randomised, controlled, phase 2 trial. Lancet Oncol 2020; 21:345-357. [PMID: 32035020 PMCID: PMC7052734 DOI: 10.1016/s1470-2045(19)30817-4] [Citation(s) in RCA: 124] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Revised: 12/02/2019] [Accepted: 12/04/2019] [Indexed: 12/18/2022]
Abstract
BACKGROUND Capivasertib (AZD5363) is a potent selective oral inhibitor of all three isoforms of the serine/threonine kinase AKT. The FAKTION trial investigated whether the addition of capivasertib to fulvestrant improved progression-free survival in patients with aromatase inhibitor-resistant advanced breast cancer. METHODS In this randomised, double-blind, placebo-controlled, phase 2 trial, postmenopausal women aged at least 18 years with an Eastern Cooperative Oncology Group performance status of 0-2 and oestrogen receptor-positive, HER2-negative, metastatic or locally advanced inoperable breast cancer who had relapsed or progressed on an aromatase inhibitor were recruited from 19 hospitals in the UK. Enrolled participants were randomly assigned (1:1) to receive intramuscular fulvestrant 500 mg (day 1) every 28 days (plus a loading dose on day 15 of cycle 1) with either capivasertib 400 mg or matching placebo, orally twice daily on an intermittent weekly schedule of 4 days on and 3 days off (starting on cycle 1 day 15) until disease progression, unacceptable toxicity, loss to follow-up, or withdrawal of consent. Treatment allocation was done using an interactive web-response system using a minimisation method (with a 20% random element) and the following minimisation factors: measurable or non-measurable disease, primary or secondary aromatase inhibitor resistance, PIK3CA status, and PTEN status. The primary endpoint was progression-free survival with a one-sided alpha of 0·20. Analyses were done by intention to treat. Recruitment is complete, and the trial is in follow-up. This trial is registered with ClinicalTrials.gov, number NCT01992952. FINDINGS Between March 16, 2015, and March 6, 2018, 183 patients were screened for eligibility, of whom 140 (76%) were eligible and were randomly assigned to receive fulvestrant plus capivasertib (n=69) or fulvestrant plus placebo (n=71). Median follow-up for progression-free survival was 4·9 months (IQR 1·6-11·6). At the time of primary analysis for progression-free survival (Jan 30, 2019), 112 progression-free survival events had occurred, 49 (71%) in 69 patients in the capivasertib group compared with 63 (89%) of 71 in the placebo group. Median progression-free survival was 10·3 months (95% CI 5·0-13·2) in the capivasertib group versus 4·8 months (3·1-7·7) in the placebo group, giving an unadjusted hazard ratio (HR) of 0·58 (95% CI 0·39-0·84) in favour of the capivasertib group (two-sided p=0·0044; one-sided log rank test p=0·0018). The most common grade 3-4 adverse events were hypertension (22 [32%] of 69 patients in the capivasertib group vs 17 [24%] of 71 in the placebo group), diarrhoea (ten [14%] vs three [4%]), rash (14 [20%] vs 0), infection (four [6%] vs two [3%]), and fatigue (one [1%] vs three [4%]). Serious adverse reactions occurred only in the capivasertib group, and were acute kidney injury (two), diarrhoea (three), rash (two), hyperglycaemia (one), loss of consciousness (one), sepsis (one), and vomiting (one). One death, due to atypical pulmonary infection, was assessed as possibly related to capivasertib treatment. One further death in the capivasertib group had an unknown cause; all remaining deaths in both groups (19 in the capivasertib group and 31 in the placebo group) were disease related. INTERPRETATION Progression-free survival was significantly longer in participants who received capivasertib than in those who received placebo. The combination of capivasertib and fulvestrant warrants further investigation in phase 3 trials. FUNDING AstraZeneca and Cancer Research UK.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- Aromatase Inhibitors/pharmacology
- Breast Neoplasms/drug therapy
- Breast Neoplasms/metabolism
- Breast Neoplasms/pathology
- Carcinoma, Ductal, Breast/drug therapy
- Carcinoma, Ductal, Breast/metabolism
- Carcinoma, Ductal, Breast/pathology
- Carcinoma, Lobular/drug therapy
- Carcinoma, Lobular/metabolism
- Carcinoma, Lobular/pathology
- Double-Blind Method
- Drug Resistance, Neoplasm/drug effects
- Female
- Follow-Up Studies
- Fulvestrant/administration & dosage
- Humans
- Middle Aged
- Neoplasm Invasiveness
- Neoplasm Metastasis
- Neoplasm Recurrence, Local/drug therapy
- Neoplasm Recurrence, Local/metabolism
- Neoplasm Recurrence, Local/pathology
- Prognosis
- Pyrimidines/administration & dosage
- Pyrroles/administration & dosage
- Receptors, Estrogen/metabolism
- Salvage Therapy
- Survival Rate
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Affiliation(s)
- Robert H Jones
- Department of Cancer and Genetics, Cardiff University, Cardiff, UK; Velindre Cancer Centre, Cardiff, UK.
| | - Angela Casbard
- Centre for Trials Research, Cardiff University, Cardiff, UK
| | | | - Catrin Cox
- Centre for Trials Research, Cardiff University, Cardiff, UK
| | - Rachel Butler
- All Wales Laboratory Genetics Service, University Hospital of Wales, Cardiff, UK
| | - Fouad Alchami
- Department of Cellular Pathology, University Hospital of Wales, Cardiff, UK
| | | | | | - Pavel Bezecny
- Blackpool Teaching Hospitals NHS Foundation Trust, Blackpool, UK
| | - Johnathan Joffe
- Calderdale & Huddersfield NHS Foundation Trust, Huddersfield, UK
| | - Sarah Moon
- University Hospitals of Morecambe Bay NHS Foundation Trust, Lancaster, UK
| | - Chris Twelves
- University of Leeds and Leeds Teaching Hospitals Trust, Leeds, UK
| | | | | | | | - Sacha J Howell
- Division of Cancer Sciences, The University of Manchester and The Christie NHS Foundation Trust, Manchester, UK
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Meissner M, Butler R, Casbard AC, Carucci M, Madden TA, Howell SJ, Jones RH. Tracking endocrine resistance in estrogen-receptor positive breast cancer in ctDNA. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.e14550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e14550 Background: Endocrine therapy is the standard of care treatment for patients with estrogen-receptor positive advanced breast cancer, owing to improved tolerability and comparable efficacy to that of cytotoxic chemotherapy. Half of such cancers will progress through first line therapy (primary endocrine resistance) and half will progress after an initial period of disease control (secondary or acquired endocrine resistance). A significant challenge is to test for and identify biomarkers which can guide the likely success of endocrine therapy as a single agent or in combination with small molecule inhibitors.This is particularly challenging where metastatic deposits reside at sites where biopsy is difficult. Potential biomarkers indicative of resistance to endocrine therapy have been identified and can be detected in circulating tumour DNA (ctDNA). CtDNA is shed from tumours and is detectable in a cancer patient’s bloodstream. Information on mutational profiles can guide an oncologist in the selection of targeted therapy in addition to hormonal therapy. Methods: We have analysed formalin-fixed paraffin-embedded(FFPE) tumour samples and longitudinal liquid biopsies from 19 patients who were treated with fulvestrant in combination with a novel inhibitor of the PIK3CA/AKT pathway with next-generation sequencing using a targeted 44-gene panel. Mutations identified using this technique were tracked during the course of treatment using droplet-digital PCR(ddPCR). Results: 57 samples were tested using a 44-gene panel; 19 FFPE tumour samples and matched ctDNA samples were obtained prior therapy and ctDNA samples at disease progression. Mutations detected in PIK3CA, AKT1, ESR1and TP53 genes were trackable in longitudinal ctDNA samples using ddPCR. The association between ctDNA dynamics and outcome will be presented. Conclusions: Multiple mutations that enable the early detection of treatment failure and resistance can be tracked in ctDNA. Investigating the clinical utility of ctDNA is paramount.
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Affiliation(s)
- Magdalena Meissner
- University Hospitals Bristol NHS Foundation Trust, Bristol, United Kingdom
| | | | | | | | - Tracie-Ann Madden
- Wales Cancer Trials Unit, Cardiff University, Cardiff, United Kingdom
| | | | - Robert Hugh Jones
- Velindre Cancer Centre and Cardiff University, Cardiff, United Kingdom
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Pacey S, Jones RJ, Young AC, Protheroe A, Birtle AJ, Garcia Corbacho J, Hategan M, Kumar S, Knowles M, Loadman P, Griffiths G, Casbard AC, Madden TA, Adams R, Chester JD. ToTem: A phase Ib trial of temisirolimus with gemcitabine and cisplatin. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.e16032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Simon Pacey
- The University of Cambridge, Addenbrookes Hospital, Cambridge, United Kingdom
| | - Robert J. Jones
- University of Glasgow, Beatson West of Scotland Cancer Centre, Glasgow, United Kingdom
| | | | - Andrew Protheroe
- Churchill Hospital, Oxford Medical Oncology Department, Oxford, United Kingdom
| | - Alison J. Birtle
- Rosemere Cancer Centre, Royal Preston Hospital, Preston, United Kingdom
| | | | - Mirela Hategan
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | | | - Margaret Knowles
- Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, United Kingdom
| | - Paul Loadman
- Institute of Cancer Therapeutics, Bradford, United Kingdom
| | - Gareth Griffiths
- Wales Cancer Trials Unit, Cardiff University, Cardiff, United Kingdom
| | | | - Tracie-Ann Madden
- Wales Cancer Trials Unit, Cardiff University, Cardiff, United Kingdom
| | - Richard Adams
- Cardiff University and Velindre Cancer Centre, Cardiff, United Kingdom
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Jones RJ, Crabb SJ, Chester JD, Elliott T, Huddart RA, Birtle AJ, Evans L, Lester JF, Huang C, Casbard AC, Madden TA, Griffiths G. TOUCAN: A randomised phase II trial of carboplatin and gemcitabine +/- vandetanib in first line treatment of advanced urothelial cell cancer in patients who are not suitable to receive cisplatin. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.2_suppl.448] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
448 Background: Whilst cisplatin combination therapy remains the standard of care for patients with advanced urothelial cancers, many patients are unsuitable for cisplatin and go on to receive carboplatin combination therapy. Although responses are frequent, overall outcomes remain poor, and there is a high unmet need for more effective first line treatment. Vandetanib is a well-tolerated, oral inhibitor of vascular and epidermal growth factor receptor tyrosine kinases, both of which are implicated in the pathogenesis of urothelial cancers. Methods: Patients with metastatic or inoperable urothelial cancer who had no prior chemotherapy and were unsuitable for cisplatin were randomly allocated to receive carboplatin (AUC 4.5, day 1) plus gemcitabine (1000mg/m2, days 1 and 8) plus either vandetanib (100mg od, days 1-21) (GCV) or matching placebo (GCP) in 21-day cycles up to a total of 6 cycles. Treatment allocation was double-blind. There was a planned safety review after the first 40 patients had received at least one cycle. The primary endpoint was progression free survival (PFS). Sample size (n=82) was calculated using a one-sided alpha of 0.2 and power 80% to detect a HR of 0.65 for PFS. We present the final efficacy results. The trial was coordinated by the Wales Cancer Trials Unit at Cardiff University and funded by Cancer Research UK (CRUK/09/024) and AstraZeneca. Results: Of 82 patients, 40 received GCV. 62 (76%) had a bladder primary, and 56 (68%) had poor renal function. The arms were well balanced except for age > 75 (13 (16%) GCV, 23 (28%) GCP). Median PFS was 8.5 months (m) (95% CI 6.0, 9.7) and 8.8 m (5.8, 9.0) for GCV and GCP respectively (adjusted hazard ratio (HR) 0.93 (0.50, 1.71), P=0.89). Overall survival was 10.8 m (8.0, 13.0) and 13.8 m (11.1, 16.6) for GCV and GCP respectively (adjusted HR 1.38 (0.77, 2.46), P=0.24). Response rates were 50% (n=20) and 55% (n=23) for GCV and GCP. All-grade adverse events were similar but there were significantly more grade 3+ events in the GCV arm. Conclusion: Vandetanib did not improve efficacy of chemotherapy but increased toxicity in advanced urothelial cancer not suitable for cisplatin. Clinical trial information: 68146831.
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Affiliation(s)
- Robert J. Jones
- University of Glasgow, Beatson West of Scotland Cancer Centre, Glasgow, United Kingdom
| | - Simon J. Crabb
- Southampton Clinical Trials Unit, University of Southampton, Southampton, United Kingdom
| | | | - Tony Elliott
- Christie Hospital NHS Foundation Trust, Manchester, United Kingdom
| | | | - Alison J. Birtle
- Lancashire Teaching Hospitals NHS Foundation Trust, Preston, United Kingdom
| | - Linda Evans
- Weston Park Hospital, Sheffield, United Kingdom
| | | | - Chao Huang
- Welsh Cancer Trials Unit, Cardiff University, Cardiff, United Kingdom
| | | | - Tracie-Ann Madden
- Welsh Cancer Trials Unit, Cardiff University, Cardiff, United Kingdom
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Nicholson RI, Gee JMW, Knowlden J, McClelland R, Madden TA, Barrow D, Hutcheson I. The biology of antihormone failure in breast cancer. Breast Cancer Res Treat 2004; 80 Suppl 1:S29-34; discussion S35. [PMID: 14535532 DOI: 10.1023/a:1025467500433] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Many estrogen receptor-positive breast cancer patients initially respond to treatment with antihormonal agents such as tamoxifen, but remissions are often followed by acquisition of resistance and ultimately disease relapse. The development of a rationale for the effective treatment of tamoxifen-resistant breast cancer requires an understanding of the complex signal transduction mechanisms that contribute towards loss of antiestrogen response. Interactions between estrogen and growth factor signaling pathways have been identified in estrogen-responsive cells that are thought to reinforce their individual cellular effects on growth and gene responses. Increasing evidence indicates that abnormalities occurring in growth factor signaling pathways, notably the epidermal growth factor receptor (EGFR) signaling pathway, could dramatically influence steroid hormone action and may be critical to antihormonal-resistant breast cancer cell growth. Thus, inhibitory agents targeting growth factor receptors, or their intracellular pathway components, may prove clinically beneficial in antihormone refractory disease. One example, gefitinib ('Iressa', ZD1839), an EGFR-tyrosine kinase inhibitor, is an interesting therapeutic option that may provide benefit in the treatment of antihormonal-resistant breast cancer. Rapid progress with pharmacological and molecular therapeutic agents is now being made. Therapies that target growth factor signaling pathways may prevent development of resistance.
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Affiliation(s)
- Robert I Nicholson
- Tenovus Centre for Cancer Research, Welsh School of Pharmacy, Cardiff University, Cardiff, UK.
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Gee JMW, Harper ME, Hutcheson IR, Madden TA, Barrow D, Knowlden JM, McClelland RA, Jordan N, Wakeling AE, Nicholson RI. The antiepidermal growth factor receptor agent gefitinib (ZD1839/Iressa) improves antihormone response and prevents development of resistance in breast cancer in vitro. Endocrinology 2003; 144:5105-17. [PMID: 12960029 DOI: 10.1210/en.2003-0705] [Citation(s) in RCA: 129] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Although many estrogen receptor-positive breast cancers initially respond to antihormones, responses are commonly incomplete with resistance ultimately emerging. Delineation of signaling mechanisms underlying these phenomena would allow development of therapies to improve antihormone response and compromise resistance. This in vitro investigation in MCF-7 breast cancer cells examines whether epidermal growth factor receptor (EGFR) signaling limits antiproliferative and proapoptotic activity of antihormones and ultimately supports development of resistance. It addresses whether the anti-EGFR agent gefitinib (ZD1839/Iressa; TKI: 1 mum) combined with the antihormones 4-hydroxytamoxifen (TAM: 0.1 mum) or fulvestrant (Faslodex; 0.1 mum) enhances growth inhibition and prevents resistance. TAM significantly suppressed MCF-7 growth over wk 2-5, reducing proliferation detected by immunocytochemistry and fluorescence-activated cell sorter cell cycle analysis. A modest apoptotic increase was observed by fluorescence-activated cell sorter and fluorescence microscopy, with incomplete bcl-2 suppression. EGFR induction occurred during TAM response, as measured by immunocytochemistry and Western blotting, with EGFR-positive, highly proliferative resistant growth subsequently emerging. Although TKI alone was ineffective on growth, TAM plus TKI cotreatment exhibited superior antigrowth activity vs. TAM, with no viable cells by wk 12. Cotreatment was more effective in inhibiting proliferation, promoting apoptosis, and eliminating bcl-2. Cotreatment blocked EGFR induction, markedly depleted ERK1/2 MAPK and protein kinase B phosphorylation, and prevented emergence of EGFR-positive resistance. Faslodex plus TKI cotreatment was also a superior antitumor strategy. Thus, increased EGFR evolves during treatment with antihormones, limiting their efficacy and promoting resistance. Gefitinib addition to antihormonal therapy could prove more effective in treating estrogen receptor-positive breast cancer and may combat development of resistance.
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Affiliation(s)
- J M W Gee
- Tenovus Centre for Cancer Research, Welsh School of Pharmacy, Cardiff University, Redwood Building, King Edward VII Avenue, Cardiff CF10 3XF, Wales, United Kingdom.
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Hutcheson IR, Knowlden JM, Madden TA, Barrow D, Gee JMW, Wakeling AE, Nicholson RI. Oestrogen Receptor-Mediated Modulation of the EGFR/MAPK Pathway in Tamoxifen-Resistant MCF-7 Cells. Breast Cancer Res Treat 2003; 81:81-93. [PMID: 14531500 DOI: 10.1023/a:1025484908380] [Citation(s) in RCA: 126] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Oestrogen receptor (ER) levels are usually maintained on acquisition of tamoxifen resistance in the clinic, however, tumour re-growth is associated with increased expression of epidermal growth factor receptor (EGFR) and activation of the mitogen activated protein kinase (MAPK) pathway. In the present study we have used the ER down-regulator fulvestrant ('Faslodex') to investigate the influence of the ER on growth of a tamoxifen-resistant (TAM-R) human breast cancer cell line. Expression levels of ER mRNA and protein were equivalent in parental wild-type MCF-7 (WT) and TAM-R cells. Fulvestrant eliminated ER protein expression and inhibited proliferation in both cell lines. The growth inhibitory effects of fulvestrant were associated with a decrease in basal EGFR, c-erbB2 and ERK1/2 activity in TAM-R but not WT cells. ER functionality as determined by oestrogen response element (ERE)-luciferase reporter activity and expression of PgR, pS2 and transforming growth factor alpha (TGFalpha) was significantly reduced in TAM-R compared to WT cells and was further decreased by fulvestrant treatment in both cell lines. Epidermal growth factor (EGF) and TGFalpha significantly increased EGFR/MAPK pathway activity in both cell lines. Ligand-induced EGFR/MAPK activation promoted TAM-R cell growth in both the absence and presence of fulvestrant, whereas no proliferative activity was observed under the same conditions in WT cells. These results suggest that the ER modulates EGFR/MAPK signalling efficiency in TAM-R cells possibly through the regulation of TGFalpha availability. This effect may be overcome by the action of exogenous EGFR ligands, which strengthen EGFR/MAPK signalling activity to generate endocrine-insensitive cell growth.
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Affiliation(s)
- Iain R Hutcheson
- Tenovus Centre for Cancer Research, Welsh School of Pharmacy, Cardiff University, Cardiff, UK.
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McClelland RA, Barrow D, Madden TA, Dutkowski CM, Pamment J, Knowlden JM, Gee JM, Nicholson RI. Enhanced epidermal growth factor receptor signaling in MCF7 breast cancer cells after long-term culture in the presence of the pure antiestrogen ICI 182,780 (Faslodex). Endocrinology 2001; 142:2776-88. [PMID: 11415996 DOI: 10.1210/endo.142.7.8259] [Citation(s) in RCA: 148] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
This paper describes the establishment of an antiestrogen-resistant MCF7 breast cancer cell subline (FASMCF) by continuous culture of the estrogen-responsive parental line in steroid-depleted, ICI 182,780 (Faslodex; 10(-7) M)-supplemented medium. After a 3-month period of growth suppression, cells began to proliferate in ICI 182,780 at rates similar to those of untreated wild-type cells. Immunocytochemistry showed these cells to have reduced estrogen receptor and an absence of progesterone receptor proteins. RT-PCR and transient transfection studies with estrogen response element-reporter constructs confirmed that ICI 182,780-suppressed estrogen response element-mediated signaling. FASMCF cells show increased dependence upon epidermal growth factor receptor (EgfR)/mitogen-activated protein kinase (MAPK)-mediated signaling. Thus, EgfR protein and messenger RNA, growth responses to transforming growth factor-alpha, and extracellular signal-regulated kinase 1/2 MAPK activation levels are all increased. Unlike wild-type cells, FASMCF cells are highly sensitive to growth inhibition by an EgfR-specific tyrosine-kinase inhibitor (TKI), ZD1839 (Iressa), and an inhibitor of the activation of MEK1 (MAPKK), PD098059. Short-term ( approximately 3 weeks) withdrawal of cells from antiestrogen had no effect on growth or phenotype, whereas longer withdrawal (>10 weeks) appeared to partially reverse the cellular phenotype with increasing estrogen receptor and decreasing EgfR levels. In subsequent studies FASMCF cells were maintained in TKI, where their growth was again suppressed and secondary TKI resistance failed to develop within the 3-month period in which initial ICI 182,780 resistance arose. Furthermore, wild-type cells similarly maintained in combination ICI 182,780 and TKI treatment conditions remained growth arrested (>6 months), with notable cell loss through both reduced rates of cellular proliferation and increased cell death.
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Affiliation(s)
- R A McClelland
- Tenovus Cancer Research Center, Welsh School of Pharmacy, Cardiff University, Cathays Park, Cardiff, United Kingdom CF10 3XF.
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Abstract
Selective oestrogen receptor downregulators (SERDs) are a class of highly effective steroidal antitumour agents that reduce cellular levels of the oestrogen receptor (ER). In this study, we compared the efficacy by which three novel molecular approaches: (1) antisense oligonucleotides; (2) antisense RNA; and (3) dominant negative mutants are able to act as SERDs. Using transient and, where appropriate, stable gene transfection experiments we found that constitutive overexpression of ER antisense RNA and a hormone-binding domain compromised dominant-negative ER mutant (DNER-1), were most effective at downregulating ER expression and/or activity in vitro.
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Affiliation(s)
- T A Madden
- Tenovus Cancer Research Centre, Welsh School of Pharmacy, Redwood Building, King Edward VII Ave, CF10 3XE, Cardiff, UK.
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Madden TA. Adverse penicillin reactions in the records of a general practice 1973 to 1975. J R Coll Gen Pract 1977; 27:73-7. [PMID: 845853 PMCID: PMC2158534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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Madden TA, Lettington WC. Social work in general practice. Lancet 1970; 2:820-1. [PMID: 4196037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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