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Zheng L, Shen Q, Fang G, Robertson IJ, Long Q. Bioinformatics study of bortezomib resistance-related proteins and signaling pathways in mantle cell lymphoma. Transl Cancer Res 2024; 13:5087-5096. [PMID: 39430832 PMCID: PMC11483405 DOI: 10.21037/tcr-24-1482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Accepted: 09/14/2024] [Indexed: 10/22/2024]
Abstract
Background The bortezomib (BTZ) resistance mechanisms in mantle cell lymphoma (MCL) are complex, involving various genes and signaling pathways. This study used bioinformatical tools to identify and analyze differentially expressed genes (DEGs) associated with BTZ resistance. Methods Gene chip datasets containing MCL BTZ-resistant and normal control cohorts (GSE20915 and GSE51371) were selected from the Gene Expression Omnibus (GEO) database. GEO2R was used to identify the upregulated DEGs in the microarray datasets, using a significance threshold of P<0.05. Subsequently, these DEGs were subjected to a Gene Ontology (GO) functional analysis, a Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis, and a protein-protein interaction (PPI) network assessment. Additionally, 40 MCL patients who underwent second-line BTZ treatment were included in this study. The patients were categorized into resistant and sensitive groups based on treatment response. The enzyme-linked immunosorbent assay (ELISA) technique was employed to evaluate the expression levels of specific DEGs in the serum of the patients in both groups. Results In the GSE20915 dataset, 144 upregulated genes were identified as DEGs. Similarly, in the GSE51371 dataset, 219 upregulated genes were identified as DEGs. By employing a Venn diagram to compare the upregulated DEGs from both datasets, we identified 11 DEGs linked to BTZ resistance in MCL. The enrichment analysis of the KEGG signaling pathways revealed that the DEGs were predominantly enriched in key biological processes (BP), including the cell cycle, cellular senescence, the p53 signaling pathway, the interleukin 17 (IL-17) signaling pathway, and the nuclear factor kappa-B (NF-κB) signaling pathway. A distinct cluster was revealed by creating a PPI network and performing a module analysis of a set of typical DEGs. This cluster comprised four candidate genes; that is, cyclin-dependent kinase inhibitor 1A (CDKN1A), CDKN1C, midkine (MDK), and TNF alpha induced protein 3 (TNFAIP3). Among these genes, MDK was found to be the key gene. The serum concentration of MDK in the resistant group [1,539 (1,212, 2,023) ng/L] was significantly higher than that in the sensitive group [1,175 (786, 1,502) ng/L] (P<0.05). Conclusion Identifying the key gene MDK and its associated signaling pathways extends our understanding of the molecular processes that underlie resistance to BTZ in MCL. This discovery establishes a theoretical framework for future investigations of targeted therapy in clinical settings.
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Affiliation(s)
- Linyi Zheng
- Department of Hematology, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Nanjing, China
| | - Qian Shen
- Department of Hematologic Lymphoma, Affiliated Tumor Hospital of Nantong University, Nantong, China
| | - Guanghong Fang
- Department of Rehabilitation Medicine, Minghe Rehabilitation Hospital, Shuyang, China
| | - Ian J. Robertson
- Department of Internal Medicine, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Qiqiang Long
- Department of Hematology, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Nanjing, China
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Nylund P, Nikkarinen A, Ek S, Glimelius I. Empowering macrophages: the cancer fighters within the tumour microenvironment in mantle cell lymphoma. Front Immunol 2024; 15:1373269. [PMID: 38566987 PMCID: PMC10985169 DOI: 10.3389/fimmu.2024.1373269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 02/29/2024] [Indexed: 04/04/2024] Open
Abstract
In Mantle Cell Lymphoma (MCL), the role of macrophages within the tumour microenvironment (TME) has recently gained attention due to their impact on prognosis and response to therapy. Despite their low absolute number in MCL tumour tissue, recent findings reveal an association between the levels of macrophages and prognosis, consistent with trends observed in other lymphoma subtypes. M2-like macrophages, identified by markers such as CD163, contribute to angiogenesis and suppression of the immune response. Clinical trials with MCL patients treated with chemoimmunotherapy and targeted treatments underscore the adverse impact of high levels of M2-like macrophages. Immunomodulatory drugs like lenalidomide reduce the levels of MCL-associated CD163+ macrophages and enhance macrophage phagocytic activity. Similarly, clinical approaches targeting the CD47 "don't eat me" signalling, in combination with the anti-CD20-antibody rituximab, demonstrate increased macrophage activity and phagocytosis of MCL tumour cells. Cell-based therapies such as chimeric antigen receptor (CAR) T-cell have shown promise but various challenges persist, leading to a potential interest in CAR-macrophages (CAR-M). When macrophages are recruited to the TME, they offer advantages including phagocytic function and responsiveness to microenvironment alterations, suggesting their potential as a manipulable and inducible alternative when CAR T-cell therapies fails in the complex landscape of MCL treatment.
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Affiliation(s)
- Patrick Nylund
- Department of Immunology, Genetics and Pathology, Cancer Precision Medicine Unit, Uppsala University, Uppsala, Sweden
| | - Anna Nikkarinen
- Department of Immunology, Genetics and Pathology, Cancer Precision Medicine Unit, Uppsala University, Uppsala, Sweden
| | - Sara Ek
- Department of Immunotechnology, Lund University, Lund, Sweden
| | - Ingrid Glimelius
- Department of Immunology, Genetics and Pathology, Cancer Precision Medicine Unit, Uppsala University, Uppsala, Sweden
- Division of Clinical Epidemiology, Department of Medicine, Karolinska Institute, Stockholm, Sweden
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3
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Abalo KD, Smedby KE, Ekberg S, Eloranta S, Pahnke S, Albertsson-Lindblad A, Jerkeman M, Glimelius I. Secondary malignancies among mantle cell lymphoma patients. Eur J Cancer 2023; 195:113403. [PMID: 37952281 DOI: 10.1016/j.ejca.2023.113403] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 10/03/2023] [Accepted: 10/20/2023] [Indexed: 11/14/2023]
Abstract
PURPOSE With modern treatments, mantle cell lymphoma (MCL) patients more frequently experience long-lasting remission resulting in a growing population of long-term survivors. Follow-up care includes identification and management of treatment-related late-effects, such as secondary malignancies (SM). We conducted a population-based study to describe the burden of SM in MCL patients. METHODS All patients with a primary diagnosis of MCL, aged ≥ 18 years and diagnosed between 2000 and 2017 in Sweden were included along with up to 10 individually matched population comparators. Follow-up was from twelve months after diagnosis/matching until death, emigration, or December 2019, whichever occurred first. Rates of SM among patients and comparators were estimated using the Anderson-Gill method (accounting for repeated events) and presented as hazard ratios (HR) with 95% confidence intervals (CI) adjusted for age at diagnosis, calendar year, sex, and the number of previous events. RESULTS Overall, 1 452 patients and 13 992 comparators were followed for 6.6 years on average. Among patients, 230 (16%) developed at least one SM, and 264 SM were observed. Relative to comparators, patients had a higher rate of SM, HRadj= 1.6 (95%CI:1.4-1.8), and higher rates were observed across all primary treatment groups: the Nordic-MCL2 protocol, R-CHOP, R-bendamustine, ibrutinib, lenalidomide, and R-CHOP/Cytarabine. Compared to Nordic-MCL2, treatment with R-bendamustine was independently associated with an increased risk of SM, HRadj= 2.0 (95%CI:1.3-3.2). Risk groups among patients were those with a higher age at diagnosis (p < 0.001), males (p = 0.006), and having a family history of lymphoma (p = 0.009). Patients had preferably higher risk of melanoma, other neoplasms of the skin and other hematopoietic and lymphoid malignancies. CONCLUSIONS MCL survivors have an increased risk of SM, particularly if treated with R-bendamustine. The intensive treatments needed for long-term remissions are a concern, and transition to treatment protocols with sustained efficacy but with a lower risk of SM is needed.
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Affiliation(s)
- Kossi D Abalo
- Department of Immunology, Genetics and Pathology, Cancer Precision Medicine, Uppsala University, Sweden; Department of Medicine Solna, Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden.
| | - Karin E Smedby
- Department of Medicine Solna, Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden; Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
| | - Sara Ekberg
- Department of Medicine Solna, Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden
| | - Sandra Eloranta
- Department of Medicine Solna, Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden
| | - Simon Pahnke
- Department of Immunology, Genetics and Pathology, Cancer Precision Medicine, Uppsala University, Sweden
| | - Alexandra Albertsson-Lindblad
- Division of Oncology, Department of Clinical Sciences Lund, Skåne University Hospital, Lund University, Lund, Sweden
| | - Mats Jerkeman
- Division of Oncology, Department of Clinical Sciences Lund, Skåne University Hospital, Lund University, Lund, Sweden
| | - Ingrid Glimelius
- Department of Immunology, Genetics and Pathology, Cancer Precision Medicine, Uppsala University, Sweden; Department of Medicine Solna, Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden
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Squires P, Puckett J, Ryland KE, Kamal-Bahl S, Raut M, Doshi JA, Huntington SF. Assessing unmet need among elderly Medicare Beneficiaries with Mantle cell lymphoma: an analysis of treatment patterns, survival, healthcare resource utilization, and costs. Leuk Lymphoma 2023; 64:1752-1770. [PMID: 37497877 DOI: 10.1080/10428194.2023.2234525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 06/13/2023] [Accepted: 07/02/2023] [Indexed: 07/28/2023]
Abstract
Studies evaluating real-world outcomes and health care utilization for mantle cell lymphoma are limited. We utilized national Medicare claims (2009-2019) to examine treatment patterns, healthcare resource utilization, costs, and survival in 3664 elderly patients receiving 1 L treatment for MCL. Over a median follow-up of 2.8 years, 40.3% received at least 2 L treatment. The most common 1 L regimen was bendamustine-rituximab (50.1%), with increased use of BTKi-based regimens observed in 2 L (39.4%). Half (51.8%) of patients had an all-cause hospitalization within 12 months of initiating 1 L; hospitalization rates were higher in later lines. Healthcare costs were substantial and most costs (>80%) were MCL-related. Overall survival was poorer among later lines of treatment (median OS from initiation of 1 L: 53.5 months; 2 L: 22.0 months; 3 L: 11.8 months; 4 L: 7.8 months). These results suggest a large unmet need and future work should evaluate whether novel therapies have improved outcomes among elderly patients with MCL.
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Affiliation(s)
| | | | | | | | | | - Jalpa A Doshi
- Division of General Internal Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Scott F Huntington
- Department of Internal Medicine, Section of Hematology, Yale University School of Medicine, New Haven, CT, USA
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Huang Z, Chavda VP, Bezbaruah R, Dhamne H, Yang DH, Zhao HB. CAR T-Cell therapy for the management of mantle cell lymphoma. Mol Cancer 2023; 22:67. [PMID: 37004047 PMCID: PMC10064560 DOI: 10.1186/s12943-023-01755-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 03/04/2023] [Indexed: 04/03/2023] Open
Abstract
Mantle cell lymphoma (MCL) is a subtype of Non-Hodgkin lymphoma (NHL) of mature B-cells characterized by translocation, which is typically due to excess expression of Cyclin D1. Although with the progress in our knowledge of the causes for MCL and available treatments for MCL, this cancer is still incurable. Age, male gender, rapid advancement, significant nodal involvement, elevated serum lactate dehydrogenase level, and prognostic indications including increased expression of Ki-67 and presence of TP53 mutation, are symbols of poor outcome. Advanced immunotherapy using chimeric antigen receptor (CAR)-T cells is advantageous for patients suffering from B-cell malignancies and MCL. Targeting B-cell antigens on the cell surface is a feasible approach in re-occurring (R/R) MCL because of significant responses obtained in other B-cell cancers. USFDA has approved brexucabtagene autoleucel (Tecartus, KTE-X19), a novel CAR T-cell therapy to be used in patients with MCL who have not responded to previous treatments or have relapsed. The FDA approved this new treatment depending on the outcomes of the ZUMA-2 clinical trial. Serious adverse reactions, moderate anti-tumor activity, allergen withdrawal, antigen escape, limited tumor infiltration, and trafficking are major barriers to successful CAR T-cell therapy. This review is a brief synopsis of the development of CAR T-cell therapy for MCL.
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Affiliation(s)
- Zoufang Huang
- Department of Hematology, Ganzhou Key Laboratory of Hematology, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
| | - Vivek P Chavda
- Department of Pharmaceutics and Pharmaceutical Technology, L M College of Pharmacy, Ahmedabad, , 380009, Gujarat, India.
| | - Rajashri Bezbaruah
- Department of Pharmaceutical Sciences, Faculty of Science and Engineering, Dibrugarh University, Dibrugarh, India
| | - Hemant Dhamne
- Process Development, Gene Therapy Vector Facility, Research Management and Innvotations Directorate, King's College London, London, WC2R 2LS, UK
| | - Dong-Hua Yang
- New York College of Traditional Chinese Medicine, Mineola, NY, 11501, USA
| | - Hong-Bing Zhao
- Department of Oncology, the First Affiliated Hospital of Xinxiang Medical University, Xinxiang, China.
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Horgan D, Walewski J, Aurer I, Visco C, Giné E, Fetica B, Jerkeman M, Kozaric M, da Silva MG, Dreyling M. Tackling Mantle Cell Lymphoma in Europe. Healthcare (Basel) 2022; 10:1682. [PMID: 36141294 PMCID: PMC9498856 DOI: 10.3390/healthcare10091682] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 08/24/2022] [Accepted: 08/31/2022] [Indexed: 11/17/2022] Open
Abstract
An expert panel convened by the European Alliance for Personalized Medicine (EAPM) reflected on achievements and outstanding challenges in Europe in mantle cell lymphoma (MCL). Through the prism of member state experience, the panel noted advances in outcomes over the last decade, but highlighted issues constituting barriers to better care. The list notably included availability of newer treatments, infrastructure and funding for related testing, and shortages of relevant skills and of research support. The prospect of improvements was held to reside in closer coordination and cooperation within and between individual countries, and in changes in policy and scale of investment at both national and EU levels.
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Affiliation(s)
- Denis Horgan
- European Alliance for Personalised Medicine, 1040 Brussels, Belgium
| | - Jan Walewski
- The Maria Sklodowska-Curie National Research Institute of Oncology, 00-001 Warszawa, Poland
| | - Igor Aurer
- Division of Hematology, Department of Internal Medicine, University Hospital Center Zagreb, 10000 Zagreb, Croatia
| | - Carlo Visco
- Department of Medicine, Section of Hematology, University of Verona, 37129 Verona, Italy
| | - Eva Giné
- Instituto Clínic de Enfermedades Hematológicas y Oncológicas, Hospital Clínic de Barcelona, 08036 Barcelona, Spain
| | - Bogdan Fetica
- Department of Pathology, Institute of Oncology “Prof. Dr. Ion Chiricuta” Cluj-Napoca, 400015 Cluj-Napoca, Romania
| | - Mats Jerkeman
- Department of Oncology, Institute of Clinical Sciences, Lund University and Skane, University Hospital, BMC F12, 221 84 Lund, Sweden
| | - Marta Kozaric
- European Alliance for Personalised Medicine, 1040 Brussels, Belgium
| | - Maria Gomes da Silva
- Haematology Unit, Instituto Portugues de Oncologia de Lisboa Francisco Gentil, 1099-023 Lisbon, Portugal
| | - Martin Dreyling
- Medical Clinic III, Groβhadern Clinic, Ludwig-Maximilians-Universität, 81377 Munich, Germany
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Plummer PD, Yglesias B, Swiger A, Mashburn P. Mantle Cell Lymphoma With Non-traumatic Splenic Rupture Requiring Emergency Splenectomy. Cureus 2022; 14:e24675. [PMID: 35663655 PMCID: PMC9159641 DOI: 10.7759/cureus.24675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/02/2022] [Indexed: 11/26/2022] Open
Abstract
Mantle cell lymphoma (MCL) is a type of non-Hodgkin (B-cell) lymphoma (NHL) with manifestations ranging from indolent to aggressive disease. This type of NHL is predominately found in western countries and affects men more often than women (M:F 2:1). The median age of diagnosis with the disease is around 60 years of age. In this report, the patient is a 68-year-old female who had an atraumatic splenic rupture with no past medical history of trauma. She presented to the emergency department with severe abdominal pain in her left upper quadrant. An emergency splenectomy was executed successfully, and the patient was stabilized. In this case report, we will discuss the pathogenesis, clinical presentation, known clinical treatment, diagnostic testing, and atraumatic splenic rupture.
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Goyal RK, Jain P, Nagar SP, Le H, Kabadi SM, Davis K, Kaye JA, Du XL, Wang M. Real-world evidence on survival, adverse events, and health care burden in Medicare patients with mantle cell lymphoma. Leuk Lymphoma 2021; 62:1325-1334. [PMID: 33966583 DOI: 10.1080/10428194.2021.1919662] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Most data on overall survival (OS) and adverse events (AEs) in patients with mantle cell lymphoma (MCL) are from controlled trials; therefore, in this population-based study, we retrospectively assessed treatment patterns, OS, and AEs in MCL patients initiating systemic treatment during 2013-2015 using the United States Medicare claims database. Among 1390 eligible patients (median age = 74 years), chemoimmunotherapy with bendamustine/rituximab (BR) was the preferred choice in first-line (35.3%), followed by ibrutinib (33.5%), rituximab (9.1%), and rituximab/cyclophosphamide/doxorubicin/vincristine (R-CHOP) (6.8%). Twenty-four-month OS was 73% for BR; 47%, ibrutinib; 72%, rituximab; and 71%, R-CHOP. For the four most commonly used regimens, neutropenia, anemia, hypertension, and infection were the most frequent AEs. Patients with ≥3 AEs had nearly four times higher monthly costs than those with 0-2 AEs in the first observed therapy line. Findings demonstrate a substantial increase in the economic burden as the number of AEs increased among the Medicare MCL patients.
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Affiliation(s)
- Ravi K Goyal
- Department of Health Economics, RTI Health Solutions, Research Triangle Park, NC, USA
| | - Preetesh Jain
- Department of Lymphoma and Myeloma, MD Anderson Cancer Center, Houston, TX, USA
| | - Saurabh P Nagar
- Department of Health Economics, RTI Health Solutions, Research Triangle Park, NC, USA
| | - Hannah Le
- US HEOR Oncology, AstraZeneca, Gaithersburg, MD, USA
| | - Shaum M Kabadi
- Epidemiology and Real-World Evidence in Oncology, AstraZeneca, Gaithersburg, MD, USA
| | - Keith Davis
- Department of Health Economics, RTI Health Solutions, Research Triangle Park, NC, USA
| | - James A Kaye
- Department of Epidemiology, RTI Health Solutions, Waltham, MA, USA
| | - Xianglin L Du
- The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Michael Wang
- Department of Lymphoma and Myeloma, MD Anderson Cancer Center, Houston, TX, USA
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Glimelius I, Smedby KE, Eloranta S, Jerkeman M, Weibull CE. Comorbidities and sex differences in causes of death among mantle cell lymphoma patients – A nationwide population‐based cohort study. Br J Haematol 2019; 189:106-116. [DOI: 10.1111/bjh.16317] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 08/22/2019] [Accepted: 08/24/2019] [Indexed: 12/18/2022]
Affiliation(s)
- Ingrid Glimelius
- Department of Immunology, Genetics and Pathology, Clinical and Experimental Oncology Uppsala University and Uppsala Akademiska Hospital Uppsala Sweden
- Department of Medicine Division of Clinical Epidemiology Karolinska Institutet and Karolinska University Hospital Stockholm Sweden
| | - Karin E. Smedby
- Department of Medicine Division of Clinical Epidemiology Karolinska Institutet and Karolinska University Hospital Stockholm Sweden
- Department of Medicine Solna Division of Hematology Karolinska University Hospital and Karolinska Institutet Stockholm Sweden
| | - Sandra Eloranta
- Department of Medicine Division of Clinical Epidemiology Karolinska Institutet and Karolinska University Hospital Stockholm Sweden
| | - Mats Jerkeman
- Department of Oncology Skane University Hospital Lund Sweden
| | - Caroline E. Weibull
- Department of Medicine Division of Clinical Epidemiology Karolinska Institutet and Karolinska University Hospital Stockholm Sweden
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