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Westphalen CB, Federer-Gsponer J, Pauli C, Karapetyan AR, Chalabi N, Durán-Pacheco G, Beringer A, Bochtler T, Cook N, Höglander E, Jin DX, Losa F, Mileshkin L, Moch H, Ross JS, Sokol ES, Tothill RW, Krämer A. Baseline mutational profiles of patients with carcinoma of unknown primary origin enrolled in the CUPISCO study. ESMO Open 2023; 8:102035. [PMID: 37922692 PMCID: PMC10774891 DOI: 10.1016/j.esmoop.2023.102035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 08/31/2023] [Accepted: 09/13/2023] [Indexed: 11/07/2023] Open
Abstract
BACKGROUND Patients with unfavorable carcinoma of unknown primary origin (CUP) have an extremely poor prognosis of ∼1 year or less, stressing the need for more tailored treatments, which are currently being tested in clinical trials. CUPISCO (NCT03498521) was a phase II randomized study of targeted therapy/cancer immunotherapy versus platinum-based chemotherapy in patients with previously untreated, unfavorable CUP, defined as per the European Society for Medical Oncology guidelines. We present a preliminary, descriptive molecular analysis of 464 patients with stringently diagnosed, unfavorable CUP enrolled in the CUPISCO study. MATERIALS AND METHODS Genomic profiling was carried out on formalin-fixed, paraffin-embedded tissue to detect genomic alterations and assess tumor mutational burden and microsatellite instability. RESULTS Overall, ∼32% of patients carried a potentially targetable genomic alteration, including PIK3CA, FGFR2, ERBB2, BRAFV600E, EGFR, MET, NTRK1, ROS1, and ALK. Using hierarchical clustering of co-mutational profiles, 10 clusters were identified with specific genomic alteration co-occurrences, with some mirroring defined tumor entities. CONCLUSIONS Results reveal the molecular heterogeneity of patients with unfavorable CUP and suggest that genomic profiling may be used as part of informed decision-making to identify the potential primary tumor and targeted treatment options. Whether stringently diagnosed patients with unfavorable CUP benefit from targeted therapies in a similar manner to those with matched known primaries will be a key learning from CUPISCO.
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Affiliation(s)
- C B Westphalen
- Comprehensive Cancer Center Munich & Department of Medicine III, Ludwig Maximilian University of Munich, Munich, Germany
| | | | - C Pauli
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zürich, Switzerland
| | | | | | | | | | - T Bochtler
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and University of Heidelberg, Heidelberg; Department of Medical Oncology, National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - N Cook
- The University of Manchester and the Christie NHS Foundation Trust, Manchester, UK
| | | | - D X Jin
- Foundation Medicine, Inc., Cambridge, USA
| | - F Losa
- Hospital de Sant Joan Despí-Moisès Broggi, ICO-Hospitalet, Barcelona, Spain
| | - L Mileshkin
- Peter MacCallum Cancer Centre and the Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia
| | - H Moch
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zürich, Switzerland
| | - J S Ross
- Foundation Medicine, Inc., Cambridge, USA; SUNY Upstate Medical University, Syracuse, USA
| | - E S Sokol
- Foundation Medicine, Inc., Cambridge, USA
| | - R W Tothill
- Department of Clinical Pathology and Centre for Cancer Research, University of Melbourne, Victorian Comprehensive Cancer Centre, Melbourne, Australia
| | - A Krämer
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and University of Heidelberg, Heidelberg.
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Le Tourneau C, André F, Helland Å, Mileshkin L, Minnaard W, Schiel A, Taskén K, Thomas DM, Veronese ML, Durán-Pacheco G, Leyens L, Rufibach K, Thomas M, Krämer A. Modified study designs to expand treatment options in personalised oncology: a multistakeholder view. Eur J Cancer 2023; 194:113278. [PMID: 37820553 DOI: 10.1016/j.ejca.2023.113278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 07/31/2023] [Accepted: 08/01/2023] [Indexed: 10/13/2023]
Abstract
Personalised oncology, whereby patients are given therapies based on their molecular tumour profile, is rapidly becoming an essential part of optimal clinical care, at least partly facilitated by recent advances in next-generation sequencing-based technology using liquid- and tissue-based biopsies. Consequently, clinical trials have shifted in approach, from traditional studies evaluating cytotoxic chemotherapy in largely histology-based populations to modified, biomarker-driven studies (e.g. basket, umbrella, platform) of molecularly guided therapies and cancer immunotherapies in selected patient subsets. Such modified study designs may assess, within the same trial structure, multiple cancer types and treatments, and should incorporate a multistakeholder perspective. This is key to generating complementary, fit-for-purpose and timely evidence for molecularly guided therapies that can be used as proof-of-concept to inform further study designs, lead to approval by regulatory authorities and be used as confirmation of clinical benefit for health technology assessment bodies. In general, the future of cancer clinical trials requires a framework for the application of innovative technologies and dynamic design methodologies, in order to efficiently transform scientific discoveries into clinical utility. Next-generation, modified studies that involve the joint efforts of all key stakeholders will offer individualised strategies that ultimately contribute to globalised knowledge and collective learning. In this review, we outline the background and purpose of such modified study designs and detail key aspects from a multistakeholder perspective. We also provide methodological considerations for designing the studies and highlight how insights from already-ongoing studies may address current challenges and opportunities in the era of personalised oncology.
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Affiliation(s)
- Christophe Le Tourneau
- Department of Drug Development and Innovation (D3i), Institut Curie, INSERM U900 Research Unit, Paris-Saclay University, Paris, France
| | | | - Åslaug Helland
- Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Linda Mileshkin
- Peter MacCallum Cancer Centre and Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia
| | | | | | - Kjetil Taskén
- Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - David M Thomas
- Garvan Institute of Medical Research, Darlinghurst, Australia
| | | | | | - Lada Leyens
- F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | | | | | - Alwin Krämer
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany.
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Silkey M, Durán-Pacheco G, Johnson M, Liu C, Clinch S, Law K, Loss G. The Autism Impact Measure (AIM): Meaningful Change Thresholds and Core Symptom Changes Over One Year from an Online Survey in the U.S. J Autism Dev Disord 2023; 53:3422-3434. [PMID: 35788854 PMCID: PMC10465376 DOI: 10.1007/s10803-022-05635-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 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] [Subscribe] [Scholar Register] [Accepted: 06/03/2022] [Indexed: 10/17/2022]
Abstract
Validated outcome measures with the capacity to reflect meaningful change are key to assessing potential interventions for autism spectrum disorder (ASD). We derive clinically meaningful change thresholds (MCTs) of the Autism Impact Measure (AIM) and identify factors associated with meaningful change. Baseline and 12-months follow-up survey of caregivers of 2,761 children with ASD aged 3-17 years from the U.S. Simons Foundation Powering Autism Research for Knowledge (SPARK) cohort were analyzed. Using caregiver-reported anchors for change, the 12-month change in estimated AIM MCT (95% confidence interval) for symptom improvement was -4.5 (-7.61, -1.37) points and 9.9 (5.12, 14.59) points for symptom deterioration. These anchor-based MCTs will facilitate future assessments of caregiver-reported change in AIM scores.
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Affiliation(s)
| | | | - Michelle Johnson
- Roche Products Ltd, Welwyn Garden City, UK.
- Hexagon Place, 6 Falcon Way, Shire Park, Welwyn Garden City, AL7 1TW, UK.
| | - Chuang Liu
- F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | | | - Kiely Law
- Kennedy Krieger Institute, Baltimore, MD, USA
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Georg Loss
- F. Hoffmann-La Roche Ltd, Basel, Switzerland
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Durán-Pacheco G, Silkey M, Johnson M, Liu C, Clinch S, Law K, Loss G. Effect of Children's Autism Spectrum Disorder Severity on Family Strain and Sleep Quality: A Cross-Sectional Online Survey in the U.S. J Autism Dev Disord 2023; 53:1795-1808. [PMID: 35118575 PMCID: PMC10123033 DOI: 10.1007/s10803-022-05457-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/21/2022] [Indexed: 12/13/2022]
Abstract
To better understand the impact of children's autism spectrum disorder (ASD) severity on families, we evaluated pathways through which ASD severity affected child sleep quality, caregiver strain, and caregiver sleep quality. In a cross-sectional analysis through the U.S.-wide Simons Foundation Powering Autism Research for Knowledge (SPARK) cohort. Participants were caregivers of dependents with ASD aged 3-17 years (N = 3150). We found that increased severity strongly affects caregiver strain and child sleep quality. Child sleep quality was a minor mediator of increasing caregiver strain. Caregiver sleep quality depended on ASD severity only through child sleep quality and caregiver strain. Interventions aimed at improving child sleep quality or reducing caregiver strain could positively impact families of children with ASD.
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Affiliation(s)
| | | | - Michelle Johnson
- Roche Products Ltd., Hexagon Place, 6 Falcon Way, Shire Park, Welwyn Garden City, AL7 1TW, UK.
| | - Chuang Liu
- F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | - Susanne Clinch
- Roche Products Ltd., Hexagon Place, 6 Falcon Way, Shire Park, Welwyn Garden City, AL7 1TW, UK
| | - Kiely Law
- Kennedy Krieger Institute, Baltimore, MD, USA
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Georg Loss
- F. Hoffmann-La Roche Ltd., Basel, Switzerland
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Madjar K, Mohindra R, Durán-Pacheco G, Rasul R, Essioux L, Maiya V, Chandler GS. Baseline risk factors associated with immune related adverse events and atezolizumab. Front Oncol 2023; 13:1138305. [PMID: 36925916 PMCID: PMC10011463 DOI: 10.3389/fonc.2023.1138305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 02/08/2023] [Indexed: 03/08/2023] Open
Abstract
Background Immune checkpoint inhibitors (ICIs) have revolutionized the treatment of cancer patients in the last decade, but immune-related adverse events (irAEs) pose significant clinical challenges. Despite advances in the management of these unique toxicities, there remains an unmet need to further characterize the patient-level drivers of irAEs in order to optimize the benefit/risk balance in patients receiving cancer immunotherapy. Methods An individual-patient data post-hoc meta-analysis was performed using data from 10,344 patients across 15 Roche sponsored clinical trials with atezolizumab in five different solid tumor types to assess the association between baseline risk factors and the time to onset of irAE. In this study, the overall analysis was conducted by treatment arm, indication, toxicity grade and irAE type, and the study design considered confounder adjustment to assess potential differences in risk factor profiles. Results This analysis demonstrates that the safety profile of atezolizumab is generally consistent across indications in the 15 studies evaluated. In addition, our findings corroborate with prior reviews which suggest that reported rates of irAEs with PD-(L)1 inhibitors are nominally lower than CTLA-4 inhibitors. In our analysis, there were no remarkable differences in the distribution of toxicity grades between indications, but some indication-specific differences regarding the type of irAE were seen across treatment arms, where pneumonitis mainly occurred in lung cancer, and hypothyroidism and rash had a higher prevalence in advanced renal cell carcinoma compared to all other indications. Results showed consistency of risk factors across indications and by toxicity grade. The strongest and most consistent risk factors were mostly organ-specific such as elevated liver enzymes for hepatitis and thyroid stimulating hormone (TSH) for thyroid toxicities. Another strong but non-organ-specific risk factor was ethnicity, which was associated with rash, hepatitis and pneumonitis. Further understanding the impact of ethnicity on ICI associated irAEs is considered as an area for future research. Conclusions Overall, this analysis demonstrated that atezolizumab safety profile is consistent across indications, is clinically distinguishable from comparator regimens without checkpoint inhibition, and in line with literature, seems to suggest a nominally lower reported rates of irAEs vs CTLA-4 inhibitors. This analysis demonstrates several risk factors for irAEs by indication, severity and location of irAE, and by patient ethnicity. Additionally, several potential irAE risk factors that have been published to date, such as demographic factors, liver enzymes, TSH and blood cell counts, are assessed in this large-scale meta-analysis, providing a more consistent picture of their relevance. However, given the small effects size, changes to clinical management of irAEs associated with the use of Anti-PDL1 therapy are not warranted.
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Affiliation(s)
- Katrin Madjar
- Product Development (PD), F. Hoffmann-La Roche, Basel, Switzerland
| | - Rajat Mohindra
- Product Development (PD), F. Hoffmann-La Roche, Basel, Switzerland
| | | | - Rashad Rasul
- Statistical Programming and Technology, Bristol Myers Squibb, Basel, Switzerland
| | - Laurent Essioux
- Product Development (PD), F. Hoffmann-La Roche, Basel, Switzerland
| | - Vidya Maiya
- Product Development (PD), Genentech, Inc., South San Francisco, CA, United States
| | - G Scott Chandler
- Product Development (PD), F. Hoffmann-La Roche, Basel, Switzerland
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Butler LM, Houghton R, Abraham A, Vassilaki M, Durán-Pacheco G. Comorbidity Trajectories Associated With Alzheimer's Disease: A Matched Case-Control Study in a United States Claims Database. Front Neurosci 2021; 15:749305. [PMID: 34690684 PMCID: PMC8531650 DOI: 10.3389/fnins.2021.749305] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 09/21/2021] [Indexed: 12/02/2022] Open
Abstract
Background: Trajectories of comorbidities among individuals at risk of Alzheimer's disease (AD) may differ from those aging without AD clinical syndrome. Therefore, characterizing the comorbidity burden and pattern associated with AD risk may facilitate earlier detection, enable timely intervention, and help slow the rate of cognitive and functional decline in AD. This case-control study was performed to compare the prevalence of comorbidities between AD cases and controls during the 5 years prior to diagnosis (or index date for controls); and to identify comorbidities with a differential time-dependent prevalence trajectory during the 5 years prior to AD diagnosis. Methods: Incident AD cases and individually matched controls were identified in a United States claims database between January 1, 2000 and December 31, 2016. AD status and comorbidities were defined based on the presence of diagnosis codes in administrative claims records. Generalized estimating equations were used to assess evidence of changes over time and between AD and controls. A principal component analysis and hierarchical clustering was performed to identify groups of AD-related comorbidities with respect to prevalence changes over time (or trajectory), and differences between AD and controls. Results: Data from 186,064 individuals in the IBM MarketScan Commercial Claims and Medicare Supplementary databases were analyzed (93,032 AD cases and 93,032 non-AD controls). In total, there were 177 comorbidities with a ≥ 5% prevalence. Five main clusters of comorbidities were identified. Clusters differed between AD cases and controls in the overall magnitude of association with AD, in their diverging time trajectories, and in comorbidity prevalence. Three clusters contained comorbidities that notably increased in frequency over time in AD cases but not in controls during the 5-year period before AD diagnosis. Comorbidities in these clusters were related to the early signs and/or symptoms of AD, psychiatric and mood disorders, cerebrovascular disease, history of hazard and injuries, and metabolic, cardiovascular, and respiratory complaints. Conclusion: We demonstrated a greater comorbidity burden among those who later developed AD vs. controls, and identified comorbidity clusters that could distinguish these two groups. Further investigation of comorbidity burden is warranted to facilitate early detection of individuals at risk of developing AD.
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Affiliation(s)
| | | | | | - Maria Vassilaki
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, United States
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Roszkowski M, Manuella F, von Ziegler L, Durán-Pacheco G, Moreau JL, Mansuy IM, Bohacek J. Rapid stress-induced transcriptomic changes in the brain depend on beta-adrenergic signaling. Neuropharmacology 2016; 107:329-338. [PMID: 27026109 DOI: 10.1016/j.neuropharm.2016.03.046] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Revised: 03/21/2016] [Accepted: 03/25/2016] [Indexed: 12/29/2022]
Abstract
Acute exposure to stressful experiences can rapidly increase anxiety and cause neuropsychiatric disorders. The effects of stress result in part from the release of neurotransmitters and hormones, which regulate gene expression in different brain regions. The fast neuroendocrine response to stress is largely mediated by norepinephrine (NE) and corticotropin releasing hormone (CRH), followed by a slower and more sustained release of corticosterone. While corticosterone is an important regulator of gene expression, it is not clear which stress-signals contribute to the rapid regulation of gene expression observed immediately after stress exposure. Here, we demonstrate in mice that 45 min after an acute swim stress challenge, large changes in gene expression occur across the transcriptome in the hippocampus, a region sensitive to the effects of stress. We identify multiple candidate genes that are rapidly and transiently altered in both males and females. Using a pharmacological approach, we show that most of these rapidly induced genes are regulated by NE through β-adrenergic receptor signaling. We find that CRH and corticosterone can also contribute to rapid changes in gene expression, although these effects appear to be restricted to fewer genes. These results newly reveal a widespread impact of NE on the transcriptome and identify novel genes associated with stress and adrenergic signaling.
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Affiliation(s)
- Martin Roszkowski
- Laboratory of Neuroepigenetics, Brain Research Institute, Neuroscience Center Zürich, University of Zurich/ETH Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | - Francesca Manuella
- Laboratory of Neuroepigenetics, Brain Research Institute, Neuroscience Center Zürich, University of Zurich/ETH Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | - Lukas von Ziegler
- Laboratory of Neuroepigenetics, Brain Research Institute, Neuroscience Center Zürich, University of Zurich/ETH Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | - Gonzalo Durán-Pacheco
- Pharma Research and Early Development, Pharmaceutical Sciences, Translational Technologies and Bioinformatics, F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | - Jean-Luc Moreau
- Pharma Research and Early Development, Neuroscience, Ophthalmology and Rare Diseases, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | - Isabelle M Mansuy
- Laboratory of Neuroepigenetics, Brain Research Institute, Neuroscience Center Zürich, University of Zurich/ETH Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | - Johannes Bohacek
- Laboratory of Neuroepigenetics, Brain Research Institute, Neuroscience Center Zürich, University of Zurich/ETH Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland.
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