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Siebert-Kuss LM, Dietrich V, Di Persio S, Bhaskaran J, Stehling M, Cremers JF, Sandmann S, Varghese J, Kliesch S, Schlatt S, Vaquerizas JM, Neuhaus N, Laurentino S. Genome-wide DNA methylation changes in human spermatogenesis. Am J Hum Genet 2024:S0002-9297(24)00132-0. [PMID: 38759652 DOI: 10.1016/j.ajhg.2024.04.017] [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: 11/28/2023] [Revised: 04/22/2024] [Accepted: 04/23/2024] [Indexed: 05/19/2024] Open
Abstract
Sperm production and function require the correct establishment of DNA methylation patterns in the germline. Here, we examined the genome-wide DNA methylation changes during human spermatogenesis and its alterations in disturbed spermatogenesis. We found that spermatogenesis is associated with remodeling of the methylome, comprising a global decline in DNA methylation in primary spermatocytes followed by selective remethylation, resulting in a spermatids/sperm-specific methylome. Hypomethylated regions in spermatids/sperm were enriched in specific transcription factor binding sites for DMRT and SOX family members and spermatid-specific genes. Intriguingly, while SINEs displayed differential methylation throughout spermatogenesis, LINEs appeared to be protected from changes in DNA methylation. In disturbed spermatogenesis, germ cells exhibited considerable DNA methylation changes, which were significantly enriched at transposable elements and genes involved in spermatogenesis. We detected hypomethylation in SVA and L1HS in disturbed spermatogenesis, suggesting an association between the abnormal programming of these regions and failure of germ cells progressing beyond meiosis.
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Affiliation(s)
- Lara M Siebert-Kuss
- Centre of Reproductive Medicine and Andrology, Institute of Reproductive and Regenerative Biology, University of Münster, Münster, Germany
| | - Verena Dietrich
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Sara Di Persio
- Centre of Reproductive Medicine and Andrology, Institute of Reproductive and Regenerative Biology, University of Münster, Münster, Germany
| | - Jahnavi Bhaskaran
- MRC Laboratory of Medical Sciences, London, UK; Institute of Clinical Sciences, Imperial College London, London, UK; Max Planck Institute for Molecular Biomedicine, Münster, Germany
| | - Martin Stehling
- Max Planck Institute for Molecular Biomedicine, Münster, Germany
| | - Jann-Frederik Cremers
- Department of Clinical and Surgical Andrology, Centre of Reproductive Medicine and Andrology, University Hospital of Münster, Münster, Germany
| | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Sabine Kliesch
- Department of Clinical and Surgical Andrology, Centre of Reproductive Medicine and Andrology, University Hospital of Münster, Münster, Germany
| | - Stefan Schlatt
- Centre of Reproductive Medicine and Andrology, Institute of Reproductive and Regenerative Biology, University of Münster, Münster, Germany
| | - Juan M Vaquerizas
- MRC Laboratory of Medical Sciences, London, UK; Institute of Clinical Sciences, Imperial College London, London, UK; Max Planck Institute for Molecular Biomedicine, Münster, Germany
| | - Nina Neuhaus
- Centre of Reproductive Medicine and Andrology, Institute of Reproductive and Regenerative Biology, University of Münster, Münster, Germany
| | - Sandra Laurentino
- Centre of Reproductive Medicine and Andrology, Institute of Reproductive and Regenerative Biology, University of Münster, Münster, Germany.
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Sandmann S, Riepenhausen S, Plagwitz L, Varghese J. Systematic analysis of ChatGPT, Google search and Llama 2 for clinical decision support tasks. Nat Commun 2024; 15:2050. [PMID: 38448475 PMCID: PMC10917796 DOI: 10.1038/s41467-024-46411-8] [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: 10/11/2023] [Accepted: 02/27/2024] [Indexed: 03/08/2024] Open
Abstract
It is likely that individuals are turning to Large Language Models (LLMs) to seek health advice, much like searching for diagnoses on Google. We evaluate clinical accuracy of GPT-3·5 and GPT-4 for suggesting initial diagnosis, examination steps and treatment of 110 medical cases across diverse clinical disciplines. Moreover, two model configurations of the Llama 2 open source LLMs are assessed in a sub-study. For benchmarking the diagnostic task, we conduct a naïve Google search for comparison. Overall, GPT-4 performed best with superior performances over GPT-3·5 considering diagnosis and examination and superior performance over Google for diagnosis. Except for treatment, better performance on frequent vs rare diseases is evident for all three approaches. The sub-study indicates slightly lower performances for Llama models. In conclusion, the commercial LLMs show growing potential for medical question answering in two successive major releases. However, some weaknesses underscore the need for robust and regulated AI models in health care. Open source LLMs can be a viable option to address specific needs regarding data privacy and transparency of training.
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Affiliation(s)
- Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Sarah Riepenhausen
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Lucas Plagwitz
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster, Germany.
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3
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Zang JCS, Hohoff C, Van Assche E, Lange P, Kraft M, Sandmann S, Varghese J, Jörgens S, Knight MJ, Baune BT. Immune gene co-expression signatures implicated in occurence and persistence of cognitive dysfunction in depression. Prog Neuropsychopharmacol Biol Psychiatry 2023; 127:110826. [PMID: 37451594 DOI: 10.1016/j.pnpbp.2023.110826] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 06/29/2023] [Accepted: 07/09/2023] [Indexed: 07/18/2023]
Abstract
Cognitive dysfunction contributes significantly to the burden caused by Major Depressive Disorder (MDD). Yet, while compelling evidence suggests that different biological processes play a part in both MDD aetiology and the development of cognitive decline more generally, we only begin to understand the molecular underpinnings of depression-related cognitive impairment. Developments in psychometric assessments, molecular high-throughput methods and systems biology derived analysis strategies advance this endeavour. Here, we aim to identify gene expression signatures associated with cognitive dysfunction and cognitive improvement following therapy using RNA sequencing to analyze the whole blood-derived transcriptome of altogether 101 MDD patients who enrolled in the CERT-D study. The mRNA(Nova)Seq based transcriptome was analyzed from whole blood taken at baseline assessment, and patients' cognitive performance was measured twice at baseline and following eight weeks of therapy by means of the THINC integrated tool. Thirty-six patients showed comparatively low cognitive performance at baseline assessment, and 32 patients showed comparatively strong cognitive improvement following therapy. Differential gene expression analysis was performed using limma to a significance threshold of 0.05 and a logFC cutoff of |1.2|. Although we observed some indications for expression differences related to low cognitive performance and cognitive therapy response, signals did not withstand adjustment for multiple testing. Applying WGCNA, we retrieved altogether 25 modules of co-expressed genes and we used a combination of correlational and linear analyses to identify modules related to baseline cognitive performance and cognitive improvement following therapy. Three immune modules reflected distinct but interrelated immune processes (the yellow module: neutrophil-mediated immunity, the darkorange module: interferon signaling, the tan module: platelet activation), and higher expression of the yellow (r = -0.21, p < .05), the dark orange (r = 0.2, p < .05), and the tan (r = -0.23, p < .05) module correlated significantly negatively with patients' cognitive baseline performance. Patients' cognitive baseline performance was a significant predictor of the darkorange module (b = -0.039, p < .05) and the tan module's expression (b = 0.02, p < .05) and was close to becoming a significant predictor of the yellow module's expression (b = -0.02, p = .05). Furthermore, patients characterized by comparatively low cognitive performance at baseline showed significantly higher expression of the tan module when compared to all other patients F(1,97) = 4.32, p < .05, η= 0.04. Following eight weeks of treatment, we observed altogether significant improvement in patients' cognitive performance (b = 0.30, p < .001), and patients with comparatively high cognitive gain showed noticeably lower, but not significantly lower F(1,98) = 3.76, p = .058, expression of a dark turquoise module, which reflects complement and B-cell-associated immune processes. Noteworthy, the relation between cognitive performance and module expression remained observable after controlling for symptom severity and BMI, which partly accounted for variance in module expression. As such, our findings provide further evidence for the involvement of immune processes in MDD related cognitive dysfunction and they suggest that different immune processes contribute to the development and long-term persistence of cognitive dysfunction in the context of depression.
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Affiliation(s)
- Johannes C S Zang
- Department of Psychiatry, University of Münster, 48149 Münster, Germany.
| | - Christa Hohoff
- Department of Psychiatry, University of Münster, 48149 Münster, Germany.
| | - Evelien Van Assche
- Department of Psychiatry, University of Münster, 48149 Münster, Germany.
| | - Pia Lange
- Institute of Medical Informatics, University of Münster, Münster, Germany.
| | - Manuel Kraft
- Department of Psychiatry, University of Münster, 48149 Münster, Germany.
| | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany.
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster, Germany.
| | - Silke Jörgens
- Department of Psychiatry, University of Münster, 48149 Münster, Germany.
| | - Matthew J Knight
- Discipline of Psychiatry, Adelaide Medical School, University of Adelaide, Adelaide, Australia
| | - Bernhard T Baune
- Department of Psychiatry, University of Münster, 48149 Münster, Germany; Department of Psychiatry, Melbourne Medical School, The University of Melbourne, Parkville, VIC 3010, Australia; The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC 3010, Australia.
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Sandmann S, Schaumburg F, Varghese J. GEFAAR: a generic framework for the analysis of antimicrobial resistance providing statistics and cluster analyses. Sci Rep 2023; 13:16922. [PMID: 37805536 PMCID: PMC10560266 DOI: 10.1038/s41598-023-44109-3] [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] [Received: 04/20/2023] [Accepted: 10/03/2023] [Indexed: 10/09/2023] Open
Abstract
Easy access to antimicrobial resistance data and meaningful visualization is essential to guide the empirical antimicrobial treatment and to promote the rational use of antimicrobial agents. Currently available solutions are commonly externally hosted, centralized systems. However, there is a need for close monitoring by local analysis tools. To fill this gap, we developed GEFAAR-a generic framework for the analysis of antimicrobial resistance data. Following the example of the German Robert Koch Institute (RKI), an interactive web-application is provided to determine basic pathogen and resistance statistics. In addition to the RKI's externally maintained database, our application provides a generic framework to import tabular data and to analyze them safely in a local environment. Moreover, our application offers an intuitive web-based user interface to visualize resistance trend analysis as well as advanced cluster analyses on species- or clinic/unit level to generate alerts of potential transmission events.
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Affiliation(s)
- Sarah Sandmann
- Institute of Medical Informatics, University of Münster, 48149, Münster, Germany.
| | - Frieder Schaumburg
- Institute of Medical Microbiology, University of Münster, 48149, Münster, Germany
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, 48149, Münster, Germany
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5
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Disse P, Aymanns I, Mücher L, Sandmann S, Varghese J, Ritter N, Strutz-Seebohm N, Seebohm G, Peischard S. Knockout of the Cardiac Transcription Factor NKX2-5 Results in Stem Cell-Derived Cardiac Cells with Typical Purkinje Cell-like Signal Transduction and Extracellular Matrix Formation. Int J Mol Sci 2023; 24:13366. [PMID: 37686171 PMCID: PMC10487652 DOI: 10.3390/ijms241713366] [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] [Received: 07/31/2023] [Revised: 08/16/2023] [Accepted: 08/27/2023] [Indexed: 09/10/2023] Open
Abstract
The human heart controls blood flow, and therewith enables the adequate supply of oxygen and nutrients to the body. The correct function of the heart is coordinated by the interplay of different cardiac cell types. Thereby, one can distinguish between cells of the working myocardium, the pace-making cells in the sinoatrial node (SAN) and the conduction system cells in the AV-node, the His-bundle or the Purkinje fibres. Tissue-engineering approaches aim to generate hiPSC-derived cardiac tissues for disease modelling and therapeutic usage with a significant improvement in the differentiation quality of myocardium and pace-making cells. The differentiation of cells with cardiac conduction system properties is still challenging, and the produced cell mass and quality is poor. Here, we describe the generation of cardiac cells with properties of the cardiac conduction system, called conduction system-like cells (CSLC). As a primary approach, we introduced a CrispR-Cas9-directed knockout of the NKX2-5 gene in hiPSC. NKX2-5-deficient hiPSC showed altered connexin expression patterns characteristic for the cardiac conduction system with strong connexin 40 and connexin 43 expression and suppressed connexin 45 expression. Application of differentiation protocols for ventricular- or SAN-like cells could not reverse this connexin expression pattern, indicating a stable regulation by NKX2-5 on connexin expression. The contraction behaviour of the hiPSC-derived CSLCs was compared to hiPSC-derived ventricular- and SAN-like cells. We found that the contraction speed of CSLCs resembled the expected contraction rate of human conduction system cells. Overall contraction was reduced in differentiated cells derived from NKX2-5 knockout hiPSC. Comparative transcriptomic data suggest a specification of the cardiac subtype of CSLC that is distinctly different from ventricular or pacemaker-like cells with reduced myocardial gene expression and enhanced extracellular matrix formation for improved electrical insulation. In summary, knockout of NKX2-5 in hiPSC leads to enhanced differentiation of cells with cardiac conduction system features, including connexin expression and contraction behaviour.
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Affiliation(s)
- Paul Disse
- Institute for Genetics of Heart Diseases (IfGH), Department of Cardiovascular Medicine, University Hospital Münster, D-48149 Münster, Germany
| | - Isabel Aymanns
- Institute for Genetics of Heart Diseases (IfGH), Department of Cardiovascular Medicine, University Hospital Münster, D-48149 Münster, Germany
| | - Lena Mücher
- Institute for Genetics of Heart Diseases (IfGH), Department of Cardiovascular Medicine, University Hospital Münster, D-48149 Münster, Germany
| | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster, D-48149 Münster, Germany
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, D-48149 Münster, Germany
| | - Nadine Ritter
- Institute for Genetics of Heart Diseases (IfGH), Department of Cardiovascular Medicine, University Hospital Münster, D-48149 Münster, Germany
| | - Nathalie Strutz-Seebohm
- Institute for Genetics of Heart Diseases (IfGH), Department of Cardiovascular Medicine, University Hospital Münster, D-48149 Münster, Germany
| | - Guiscard Seebohm
- Institute for Genetics of Heart Diseases (IfGH), Department of Cardiovascular Medicine, University Hospital Münster, D-48149 Münster, Germany
| | - Stefan Peischard
- Institute for Genetics of Heart Diseases (IfGH), Department of Cardiovascular Medicine, University Hospital Münster, D-48149 Münster, Germany
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6
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Wiethoff JP, Sandmann S, Theiler T, Nze Nkogue C, Akomo-Okoue EF, Varghese J, Kreidenweiss A, Mellmann A, Lell B, Adegnika AA, Held J, Schaumburg F. Pharyngeal Communities and Antimicrobial Resistance in Pangolins in Gabon. Microbiol Spectr 2023; 11:e0066423. [PMID: 37338382 PMCID: PMC10434165 DOI: 10.1128/spectrum.00664-23] [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: 02/13/2023] [Accepted: 06/05/2023] [Indexed: 06/21/2023] Open
Abstract
Wildlife can be a reservoir and source of zoonotic pathogens for humans. For instance, pangolins were considered one of the potential animal reservoirs of SARS-CoV-2. The aim of this study was to assess the prevalence of antimicrobial-resistant species (e.g., extended-spectrum β-lactamase [ESBL]-producing Enterobacterales) and Staphylococcus aureus-related complex and to describe the bacterial community in wild Gabonese pangolins. The pharyngeal colonization of pangolins sold in Gabon (n = 89, 2021 to 2022) was analyzed using culture media selective for ESBL-producing Enterobacterales, S. aureus-related complex, Gram-positive bacteria and nonfermenters. Phylogenetic analyses of ESBL-producing Enterobacterales was done using core-genome multilocus sequence typing (cgMLST) and compared with publicly available genomes. Patterns of cooccurring species were detected by network analysis. Of the 439 bacterial isolates, the majority of species belonged to the genus Pseudomonas (n = 170), followed by Stenotrophomonas (n = 113) and Achromobacter (n = 37). Three Klebsiella pneumoniae isolates and one Escherichia coli isolate were ESBL-producers, which clustered with human isolates from Nigeria (MLST sequence type 1788 [ST1788]) and Gabon (ST38), respectively. Network analysis revealed a frequent cooccurrence of Stenotrophomonas maltophilia with Pseudomonas putida and Pseudomonas aeruginosa. In conclusion, pangolins can be colonized with human-related ESBL-producing K. pneumoniae and E. coli. Unlike in other African wildlife, S. aureus-related complex was not detected in pangolins. IMPORTANCE There is an ongoing debate if pangolins are a relevant reservoir for viruses such as SARS-CoV-2. Here, we wanted to know if African pangolins are colonized with bacteria that are relevant for human health. A wildlife reservoir of antimicrobial resistance would be of medical relevance in regions were consumption of so-called bushmeat is common. In 89 pangolins, we found three ESBL-producing Klebsiella pneumoniae strains and one ESBL-producing Escherichia coli strains, which were closely related to isolates from humans in Africa. This points toward either a transmission between pangolins and humans or a common source from which both humans and pangolins became colonized.
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Affiliation(s)
- Johanna P. Wiethoff
- Centre de Recherches Médicales de Lambaréné, Lambaréné, Gabon
- Institute of Tropical Medicine, University of Tübingen, Tübingen, Germany
- German Center for Infection Research (DZIF), Tübingen, Germany
| | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Tom Theiler
- Institute of Medical Microbiology, University of Münster, Münster, Germany
| | | | | | - Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Andrea Kreidenweiss
- Institute of Tropical Medicine, University of Tübingen, Tübingen, Germany
- German Center for Infection Research (DZIF), Tübingen, Germany
| | | | - Bertrand Lell
- Centre de Recherches Médicales de Lambaréné, Lambaréné, Gabon
- Institute of Tropical Medicine, University of Tübingen, Tübingen, Germany
- German Center for Infection Research (DZIF), Tübingen, Germany
| | - Ayôla A. Adegnika
- Centre de Recherches Médicales de Lambaréné, Lambaréné, Gabon
- Institute of Tropical Medicine, University of Tübingen, Tübingen, Germany
- German Center for Infection Research (DZIF), Tübingen, Germany
| | - Jana Held
- Institute of Tropical Medicine, University of Tübingen, Tübingen, Germany
- German Center for Infection Research (DZIF), Tübingen, Germany
| | - Frieder Schaumburg
- Centre de Recherches Médicales de Lambaréné, Lambaréné, Gabon
- Institute of Medical Microbiology, University of Münster, Münster, Germany
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7
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Funke VLE, Sandmann S, Melcher V, Seggewiss J, Horvath J, Jäger N, Kool M, Jones DTW, Pfister SM, Milde T, Rutkowski S, Mynarek M, Varghese J, Sträter R, Rust S, Seelhöfer A, Reunert J, Fiedler B, Schüller U, Marquardt T, Kerl K. Mitochondrial DNA mutations in Medulloblastoma. Acta Neuropathol Commun 2023; 11:124. [PMID: 37501103 PMCID: PMC10373251 DOI: 10.1186/s40478-023-01602-0] [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] [Received: 05/04/2023] [Accepted: 06/17/2023] [Indexed: 07/29/2023] Open
Abstract
To date, several studies on genomic events underlying medulloblastoma (MB) biology have expanded our understanding of this tumour entity and led to its division into four groups-WNT, SHH, group 3 (G3) and group 4 (G4). However, there is little information about the relevance of pathogenic mitochondrial DNA (mtDNA) mutations and their consequences across these. In this report, we describe the case of a female patient with MB and a mitochondriopathy, followed by a study of mtDNA variants in MB groups. After being diagnosed with G4 MB, the index patient was treated in line with the HIT 2000 protocol with no indications of relapse after five years. Long-term side effects of treatment were complemented by additional neurological symptoms and elevated lactate levels ten years later, resulting in suspected mitochondrial disease. This was confirmed by identifying a mutation in the MT-TS1 gene which appeared homoplasmic in patient tissue and heteroplasmic in the patient's mother. Motivated by this case, we explored mtDNA mutations across 444 patients from ICGC and HIT cohorts. While there was no statistically significant enrichment of mutations in one MB group, both cohorts encompassed a small group of patients harbouring potentially deleterious mtDNA variants. The case presented here highlights the possible similarities between sequelae caused by MB treatment and neurological symptoms of mitochondrial dysfunction, which may apply to patients across all MB groups. In the context of the current advances in characterising and interpreting mtDNA aberrations, recognising affected patients could enhance our future knowledge regarding the mutations' impact on carcinogenesis and cancer treatment.
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Affiliation(s)
- Viktoria L. E. Funke
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster, Albert-Schweitzer-Campus 1, 48149 Münster, Germany
| | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster, 48149 Münster, Germany
| | - Viktoria Melcher
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster, Albert-Schweitzer-Campus 1, 48149 Münster, Germany
| | - Jochen Seggewiss
- Institute of Human Genetics, University Hospital Münster, Münster, Germany
| | - Judit Horvath
- Institute of Human Genetics, University Hospital Münster, Münster, Germany
| | - Natalie Jäger
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Marcel Kool
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - David T. W. Jones
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan M. Pfister
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology and Immunology, Heidelberg University Hospital, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Till Milde
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology and Immunology, Heidelberg University Hospital, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Stefan Rutkowski
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany
| | - Martin Mynarek
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany
- Mildred Scheel Cancer Career Center HaTriCS4, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, 48149 Münster, Germany
| | - Ronald Sträter
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster, Albert-Schweitzer-Campus 1, 48149 Münster, Germany
| | - Stephan Rust
- Department of General Pediatrics, Metabolic Diseases, University Children’s Hospital Münster, 48149 Münster, Germany
| | - Anja Seelhöfer
- Department of General Pediatrics, Metabolic Diseases, University Children’s Hospital Münster, 48149 Münster, Germany
| | - Janine Reunert
- Department of General Pediatrics, Metabolic Diseases, University Children’s Hospital Münster, 48149 Münster, Germany
| | - Barbara Fiedler
- Department of Neuropediatrics, University Children’s Hospital, Münster, Germany
| | - Ulrich Schüller
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany
- Research Institute Children’s Cancer Center, 20251 Hamburg, Germany
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany
| | - Thorsten Marquardt
- Department of General Pediatrics, Metabolic Diseases, University Children’s Hospital Münster, 48149 Münster, Germany
| | - Kornelius Kerl
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster, Albert-Schweitzer-Campus 1, 48149 Münster, Germany
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Berres S, Gromoll J, Wöste M, Sandmann S, Laurentino S. OGRE: calculate, visualize, and analyze overlap between genomic input regions and public annotations. BMC Bioinformatics 2023; 24:300. [PMID: 37496002 PMCID: PMC10369718 DOI: 10.1186/s12859-023-05422-w] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 07/18/2023] [Indexed: 07/28/2023] Open
Abstract
BACKGROUND Modern genome sequencing leads to an ever-growing collection of genomic annotations. Combining these elements with a set of input regions (e.g. genes) would yield new insights in genomic associations, such as those involved in gene regulation. The required data are scattered across different databases making a manual approach tiresome, unpractical, and prone to error. Semi-automatic approaches require programming skills in data parsing, processing, overlap calculation, and visualization, which most biomedical researchers lack. Our aim was to develop an automated tool providing all necessary algorithms, benefiting both bioinformaticians and researchers without bioinformatic training. RESULTS We developed overlapping annotated genomic regions (OGRE) as a comprehensive tool to associate and visualize input regions with genomic annotations. It does so by parsing regions of interest, mining publicly available annotations, and calculating possible overlaps between them. The user can thus identify location, type, and number of associated regulatory elements. Results are presented as easy to understand visualizations and result tables. We applied OGRE to recent studies and could show high reproducibility and potential new insights. To demonstrate OGRE's performance in terms of running time and output, we have conducted a benchmark and compared its features with similar tools. CONCLUSIONS OGRE's functions and built-in annotations can be applied as a downstream overlap association step, which is compatible with most genomic sequencing outputs, and can thus enrich pre-existing analyses pipelines. Compared to similar tools, OGRE shows competitive performance, offers additional features, and has been successfully applied to two recent studies. Overall, OGRE addresses the lack of tools for automatic analysis, local genomic overlap calculation, and visualization by providing an easy to use, end-to-end solution for both biologists and computational scientists.
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Affiliation(s)
- Sven Berres
- Centre of Reproductive Medicine and Andrology, University of Münster, Albert-Schweitzer-Campus 1 Building D11, 48149, Munster, Germany
| | - Jörg Gromoll
- Centre of Reproductive Medicine and Andrology, University of Münster, Albert-Schweitzer-Campus 1 Building D11, 48149, Munster, Germany
| | - Marius Wöste
- Institute of Medical Informatics, University of Münster, Albert-Schweitzer-Campus 1 Building A11, 48149, Munster, Germany
| | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Albert-Schweitzer-Campus 1 Building A11, 48149, Munster, Germany
| | - Sandra Laurentino
- Centre of Reproductive Medicine and Andrology, University of Münster, Albert-Schweitzer-Campus 1 Building D11, 48149, Munster, Germany.
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9
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Funke VLE, Walter C, Melcher V, Wei L, Sandmann S, Hotfilder M, Varghese J, Jäger N, Kool M, Jones DTW, Pfister SM, Milde T, Mynarek M, Rutkowski S, Seggewiss J, Jeising D, de Faria FW, Marquardt T, Albert TK, Schüller U, Kerl K. Group-specific cellular metabolism in Medulloblastoma. J Transl Med 2023; 21:363. [PMID: 37277823 DOI: 10.1186/s12967-023-04211-6] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 05/19/2023] [Indexed: 06/07/2023] Open
Abstract
BACKGROUND Cancer metabolism influences multiple aspects of tumorigenesis and causes diversity across malignancies. Although comprehensive research has extended our knowledge of molecular subgroups in medulloblastoma (MB), discrete analysis of metabolic heterogeneity is currently lacking. This study seeks to improve our understanding of metabolic phenotypes in MB and their impact on patients' outcomes. METHODS Data from four independent MB cohorts encompassing 1,288 patients were analysed. We explored metabolic characteristics of 902 patients (ICGC and MAGIC cohorts) on bulk RNA level. Moreover, data from 491 patients (ICGC cohort) were searched for DNA alterations in genes regulating cell metabolism. To determine the role of intratumoral metabolic differences, we examined single-cell RNA-sequencing (scRNA-seq) data from 34 additional patients. Findings on metabolic heterogeneity were correlated to clinical data. RESULTS Established MB groups exhibit substantial differences in metabolic gene expression. By employing unsupervised analyses, we identified three clusters of group 3 and 4 samples with distinct metabolic features in ICGC and MAGIC cohorts. Analysis of scRNA-seq data confirmed our results of intertumoral heterogeneity underlying the according differences in metabolic gene expression. On DNA level, we discovered clear associations between altered regulatory genes involved in MB development and lipid metabolism. Additionally, we determined the prognostic value of metabolic gene expression in MB and showed that expression of genes involved in metabolism of inositol phosphates and nucleotides correlates with patient survival. CONCLUSION Our research underlines the biological and clinical relevance of metabolic alterations in MB. Thus, distinct metabolic signatures presented here might be the first step towards future metabolism-targeted therapeutic options.
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Affiliation(s)
- Viktoria L E Funke
- Department of Pediatric Hematology and Oncology, University Children's Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Carolin Walter
- Department of Pediatric Hematology and Oncology, University Children's Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
- Institute of Medical Informatics, University of Münster, 48149, Münster, Germany
| | - Viktoria Melcher
- Department of Pediatric Hematology and Oncology, University Children's Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Lanying Wei
- Institute of Medical Informatics, University of Münster, 48149, Münster, Germany
| | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster, 48149, Münster, Germany
| | - Marc Hotfilder
- Department of Pediatric Hematology and Oncology, University Children's Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, 48149, Münster, Germany
| | - Natalie Jäger
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Marcel Kool
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - David T W Jones
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan M Pfister
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology and Immunology, Heidelberg University Hospital, Heidelberg, Germany
| | - Till Milde
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology and Immunology, Heidelberg University Hospital, Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Martin Mynarek
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, 20251, Hamburg, Germany
- Mildred Scheel Cancer Career Center HaTriCS4, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Stefan Rutkowski
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, 20251, Hamburg, Germany
| | - Jochen Seggewiss
- Institute of Human Genetics, University Hospital Münster, Münster, Germany
| | - Daniela Jeising
- Department of Pediatric Hematology and Oncology, University Children's Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Flavia W de Faria
- Department of Pediatric Hematology and Oncology, University Children's Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Thorsten Marquardt
- Department of General Pediatrics, Metabolic Diseases, University Children's Hospital Münster, 48149, Münster, Germany
| | - Thomas K Albert
- Department of Pediatric Hematology and Oncology, University Children's Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Ulrich Schüller
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, 20251, Hamburg, Germany
- Research Institute Children's Cancer Center, 20251, Hamburg, Germany
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, 20251, Hamburg, Germany
| | - Kornelius Kerl
- Department of Pediatric Hematology and Oncology, University Children's Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany.
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Sandmann S, Nunes JV, Grobusch MP, Sesay M, Kriegel MA, Varghese J, Schaumburg F. Correction: Network analysis of polymicrobial chronic wound infections in Masanga, Sierra Leone. BMC Infect Dis 2023; 23:357. [PMID: 37231329 DOI: 10.1186/s12879-023-08278-w] [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: 05/27/2023] Open
Affiliation(s)
- Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Jonathan Vas Nunes
- Masanga Medical Research Unit (MMRU), Department of Infectious Diseases, Center of Tropical Medicine and Travel Medicine, Amsterdam University Medical Centers, Masanga, Amsterdam, Sierra Leone, The Netherlands
| | - Martin P Grobusch
- Masanga Medical Research Unit (MMRU), Department of Infectious Diseases, Center of Tropical Medicine and Travel Medicine, Amsterdam University Medical Centers, Masanga, Amsterdam, Sierra Leone, The Netherlands
| | - Maxwell Sesay
- Masanga Medical Research Unit (MMRU), Department of Infectious Diseases, Center of Tropical Medicine and Travel Medicine, Amsterdam University Medical Centers, Masanga, Amsterdam, Sierra Leone, The Netherlands
| | - Martin A Kriegel
- Section of Rheumatology and Clinical Immunology, Department of Medicine, University Hospital Münster, Münster, Germany
- Department of Translational Rheumatology and Immunology, Institute of Musculoskeletal Medicine, University of Münster, Münster, Germany
- Cells in Motion Interfaculty Centre, University of Münster, Münster, Germany
- Department of Immunobiology, Yale University School of Medicine, New Haven, USA
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Frieder Schaumburg
- Institute of Medical Informatics, University of Münster, Münster, Germany.
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Sandmann S, Nunes JV, Grobusch MP, Sesay M, Kriegel MA, Varghese J, Schaumburg F. Research article network analysis of polymicrobial chronic wound infections in Masanga, Sierra Leone. BMC Infect Dis 2023; 23:250. [PMID: 37072717 PMCID: PMC10112320 DOI: 10.1186/s12879-023-08204-0] [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] [Received: 12/07/2022] [Accepted: 03/28/2023] [Indexed: 04/20/2023] Open
Abstract
BACKGROUND Chronic wounds are frequently colonized or infected with multiple bacterial or fungal species, which can both promote or inhibit each other. Network analyses are helpful to understand the interplay of these species in polymicrobial infections. Our aim was to analyse the network of bacterial and fungal species in chronic wounds. METHODS Swabs (n = 163) from chronic wound infections (Masanga, Sierra Leone, 2019-2020) were screened for bacterial and fungal species using non-selective agars. Some of these wounds were suspected but not confirmed Buruli ulcer. Species identification was done with MALDI-TOF mass spectrometry. Network analysis was performed to investigate co-occurrence of different species within one patient. All species with n ≥ 10 isolates were taken into account. RESULTS Of the 163 patients, 156 had a positive wound culture (median of three different species per patient; range 1-7). Pseudomonas aeruginosa (n = 75) was the dominating species with frequent co-detections of Klebsiella pneumoniae (21 cases; OR = 1.36, 95%CI: 0.63-2.96, p = 0.47), Staphylococcus aureus (14 cases; OR = 1.06, 95%CI: 0.44-2.55, p = 1) and Proteus mirabilis (13 cases; OR = 0.84, 95%CI: 0.35-1.99, p = 0.69). CONCLUSION The culturome of chronic wounds in Sierra Leonean patients is highly diverse and characterized by the co-occurrence of P. aeruginosa, K. pneumoniae and S. aureus.
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Affiliation(s)
- Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Jonathan Vas Nunes
- Masanga Medical Research Unit (MMRU), Masanga, Sierra Leone
- Department of Infectious Diseases, Center of Tropical Medicine and Travel Medicine, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Martin P Grobusch
- Masanga Medical Research Unit (MMRU), Masanga, Sierra Leone
- Department of Infectious Diseases, Center of Tropical Medicine and Travel Medicine, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Maxwell Sesay
- Masanga Medical Research Unit (MMRU), Masanga, Sierra Leone
| | - Martin A Kriegel
- Section of Rheumatology and Clinical Immunology, Department of Medicine, University Hospital Münster, Münster, Germany
- Department of Translational Rheumatology and Immunology, Institute of Musculoskeletal Medicine, University of Münster, Münster, Germany
- Cells in Motion Interfaculty Centre, University of Münster, Münster, Germany
- Department of Immunobiology, Yale University School of Medicine, New Haven, USA
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Frieder Schaumburg
- Institute of Medical Microbiology, University of Münster, Münster, Germany.
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Sandmann S, Richter S, Jiang X, Varghese J. Reconstructing Clonal Evolution-A Systematic Evaluation of Current Bioinformatics Approaches. Int J Environ Res Public Health 2023; 20:5128. [PMID: 36982036 PMCID: PMC10049679 DOI: 10.3390/ijerph20065128] [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] [Figures] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 03/04/2023] [Accepted: 03/13/2023] [Indexed: 06/18/2023]
Abstract
The accurate reconstruction of clonal evolution, including the identification of newly developing, highly aggressive subclones, is essential for the application of precision medicine in cancer treatment. Reconstruction, aiming for correct variant clustering and clonal evolution tree reconstruction, is commonly performed by tedious manual work. While there is a plethora of tools to automatically generate reconstruction, their reliability, especially reasons for unreliability, are not systematically assessed. We developed clevRsim-an approach to simulate clonal evolution data, including single-nucleotide variants as well as (overlapping) copy number variants. From this, we generated 88 data sets and performed a systematic evaluation of the tools for the reconstruction of clonal evolution. The results indicate a major negative influence of a high number of clones on both clustering and tree reconstruction. Low coverage as well as an extreme number of time points usually leads to poor clustering results. An underlying branched independent evolution hampers correct tree reconstruction. A further major decline in performance could be observed for large deletions and duplications overlapping single-nucleotide variants. In summary, to explore the full potential of reconstructing clonal evolution, improved algorithms that can properly handle the identified limitations are greatly needed.
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Affiliation(s)
- Sarah Sandmann
- Institute of Medical Informatics, University of Münster, 48149 Münster, Germany
| | - Silja Richter
- Institute of Medical Informatics, University of Münster, 48149 Münster, Germany
| | - Xiaoyi Jiang
- Department of Computer Science, University of Münster, 48149 Münster, Germany
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, 48149 Münster, Germany
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13
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Sandmann S, Inserte C, Varghese J. clevRvis: visualization techniques for clonal evolution. Gigascience 2022; 12:giad020. [PMID: 37039116 PMCID: PMC10087014 DOI: 10.1093/gigascience/giad020] [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] [Received: 09/14/2022] [Revised: 01/23/2023] [Accepted: 03/08/2023] [Indexed: 04/12/2023] Open
Abstract
BACKGROUND A thorough analysis of clonal evolution commonly requires integration of diverse sources of data (e.g., karyotyping, next-generation sequencing, and clinical information). Subsequent to actual reconstruction of clonal evolution, detailed analysis and interpretation of the results are essential. Often, however, only few tumor samples per patient are available. Thus, information on clonal development and therapy effect may be incomplete. Furthermore, analysis of biallelic events-considered of high relevance with respect to disease course-can commonly only be realized by time-consuming analysis of the raw results and even raw sequencing data. RESULTS We developed clevRvis, an R/Bioconductor package providing an extensive set of visualization techniques for clonal evolution. In addition to common approaches for visualization, clevRvis offers a unique option for allele-aware representation: plaice plots. Biallelic events may be visualized and inspected at a glance. Analyzing 4 public datasets, we show that plaice plots help to gain new insights into tumor development and investigate hypotheses on disease progression and therapy resistance. In addition to a graphical user interface, automatic phylogeny-aware color coding of the plots, and an approach to explore alternative trees, clevRvis provides 2 algorithms for fully automatic time point interpolation and therapy effect estimation. Analyzing 2 public datasets, we show that both approaches allow for valid approximation of a tumor's development in between measured time points. CONCLUSIONS clevRvis represents a novel option for user-friendly analysis of clonal evolution, contributing to gaining new insights into tumor development.
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Affiliation(s)
- Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster 48149, Germany
| | - Clara Inserte
- Institute of Medical Informatics, University of Münster, Münster 48149, Germany
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster 48149, Germany
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14
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Sandmann S, Karsch K, Bartel P, Exeler R, Brix TJ, Mai EK, Varghese J, Lenz G, Khandanpour C. The Role of Clonal Evolution on Progression, Blood Parameters, and Response to Therapy in Multiple Myeloma. Front Oncol 2022; 12:919278. [PMID: 35928862 PMCID: PMC9343617 DOI: 10.3389/fonc.2022.919278] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 06/22/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction A variety of biomarkers are considered for diagnosis (e.g., β2-microgobulin, albumin, or LDH) and prognosis [e.g., cytogenetic aberrations detected by fluorescence in situ hybridization (FISH)] of multiple myeloma (MM). More recently, clonal evolution has been established as key. Little is known on the clinical implications of clonal evolution. Methods We performed in-depth analyses of 25 patients with newly diagnosed MM with respect to detailed clinical information analyzing blood samples collected at several time points during follow-up (median follow-up: 3.26 years since first diagnosis). We split our cohort into two subgroups: with and without new FISH clones developing in the course of disease. Results Each subgroup showed a characteristic chromosomal profile. Forty-three percent of patients had evidence of appearing new clones. The patients with new clones showed an increased number of translocations affecting chromosomes 14 (78% vs. 33%; p = 0.0805) and 11, and alterations in chromosome 4 (amplifications and translocations). New clones, on the contrary, were characterized by alterations affecting chromosome 17. Subsequent to the development of the new clone, 6 out of 9 patients experienced disease progression compared to 3 out of 12 for patients without new clones. Duration of the therapy applied for the longest time was significantly shorter within the group of patients developing new clones (median: 273 vs. 406.5 days; p = 0.0465). Discussion We demonstrated that the development of new clones, carrying large-scale alterations, was associated with inferior disease course and shorter response to therapy, possibly affecting progression-free survival and overall survival as well. Further studies evaluating larger cohorts are necessary for the validation of our results.
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Affiliation(s)
- Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany
- *Correspondence: Sarah Sandmann, ; Cyrus Khandanpour,
| | - Katharina Karsch
- Department of Medicine A, Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
| | - Peter Bartel
- Department of Medicine A, Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
| | - Rita Exeler
- Institute of Human Genetics, University Hospital Münster, Münster, Germany
| | - Tobias J. Brix
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Elias K. Mai
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Georg Lenz
- Department of Medicine A, Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
| | - Cyrus Khandanpour
- Department of Medicine A, Hematology, Oncology and Pneumology, University Hospital Münster, Münster, Germany
- University Medical Center Schleswig-Holstein Campus Lübeck, University of Lübeck, Lübeck, Germany
- *Correspondence: Sarah Sandmann, ; Cyrus Khandanpour,
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Sandmann S, Behrens YL, Davenport C, Thol F, Heuser M, Dörfel D, Löhr F, Castrup A, Steinemann D, Varghese J, Schlegelberger B, Dugas M, Göhring G. Clonal Evolution at First Sight: A Combined Visualization of Diverse Diagnostic Methods Improves Understanding of Leukemic Progression. Front Oncol 2022; 12:888114. [PMID: 35875134 PMCID: PMC9305660 DOI: 10.3389/fonc.2022.888114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 06/10/2022] [Indexed: 11/13/2022] Open
Abstract
Patients with myeloid neoplasia are classified by the WHO classification systems. Besides clinical and hematological criteria, cytogenetic and molecular genetic alterations highly impact treatment stratification. In routine diagnostics, a combination of methods is used to decipher different types of genetic variants. Eight patients were comprehensively analyzed using karyotyping, fluorescence in situ hybridization, array-CGH and a custom NGS panel. Clonal evolution was reconstructed manually, integrating all mutational information on single nucleotide variants (SNVs), insertions and deletions (indels), structural variants and copy number variants (CNVs). To allow a correct integration, we differentiate between three scenarios: 1) CNV occurring prior to the SNV/indel, but in the same cells. 2) SNV/indel occurring prior to the CNV, but in the same cells. 3) SNV/indel and CNV existing in parallel, independent of each other. Applying this bioinformatics approach, we reconstructed clonal evolution for all patients. This generalizable approach offers the possibility to integrate various data to analyze identification of driver and passenger mutations as well as possible targets for personalized medicine approaches. Furthermore, this model can be used to identify markers to assess the minimal residual disease.
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Affiliation(s)
- Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Yvonne Lisa Behrens
- Department of Human Genetics, Hannover Medical School, Hannover, Germany
- *Correspondence: Yvonne Lisa Behrens,
| | - Claudia Davenport
- Department of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Felicitas Thol
- Department of Hematology, Hemostasis, Oncology and Stem Cell Transplantation, Hannover Medical School, Hannover, Germany
| | - Michael Heuser
- Department of Hematology, Hemostasis, Oncology and Stem Cell Transplantation, Hannover Medical School, Hannover, Germany
| | - Daniela Dörfel
- Department of Hematology, Oncology and Immunology, Klinikum Region Hannover (KRH) Klinikum Siloah, Hannover, Germany
| | - Friederike Löhr
- Department of Hematology and Oncology, Klinikum Braunschweig, Braunschweig, Germany
| | - Agnes Castrup
- Hämato-Onkologische Praxis, Hämato-Onkologische Praxis im Medicum, Bremen, Germany
| | - Doris Steinemann
- Department of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | | | - Martin Dugas
- Institute of Medical Informatics, University of Münster, Münster, Germany
- Institute of Medical Informatics, Heidelberg University Hospital, Heidelberg, Germany
| | - Gudrun Göhring
- Department of Human Genetics, Hannover Medical School, Hannover, Germany
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Burkhardt B, Michgehl U, Rohde J, Erdmann T, Berning P, Reutter K, Rohde M, Borkhardt A, Burmeister T, Dave S, Tzankov A, Dugas M, Sandmann S, Fend F, Finger J, Mueller S, Gökbuget N, Haferlach T, Kern W, Hartmann W, Klapper W, Oschlies I, Richter J, Kontny U, Lutz M, Maecker-Kolhoff B, Ott G, Rosenwald A, Siebert R, von Stackelberg A, Strahm B, Woessmann W, Zimmermann M, Zapukhlyak M, Grau M, Lenz G. Clinical relevance of molecular characteristics in Burkitt lymphoma differs according to age. Nat Commun 2022; 13:3881. [PMID: 35794096 PMCID: PMC9259584 DOI: 10.1038/s41467-022-31355-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 06/13/2022] [Indexed: 11/09/2022] Open
Abstract
AbstractWhile survival has improved for Burkitt lymphoma patients, potential differences in outcome between pediatric and adult patients remain unclear. In both age groups, survival remains poor at relapse. Therefore, we conducted a comparative study in a large pediatric cohort, including 191 cases and 97 samples from adults. While TP53 and CCND3 mutation frequencies are not age related, samples from pediatric patients showed a higher frequency of mutations in ID3, DDX3X, ARID1A and SMARCA4, while several genes such as BCL2 and YY1AP1 are almost exclusively mutated in adult patients. An unbiased analysis reveals a transition of the mutational profile between 25 and 40 years of age. Survival analysis in the pediatric cohort confirms that TP53 mutations are significantly associated with higher incidence of relapse (25 ± 4% versus 6 ± 2%, p-value 0.0002). This identifies a promising molecular marker for relapse incidence in pediatric BL which will be used in future clinical trials.
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Funke V, Walter C, Melcher V, Wei L, Sandmann S, Varghese J, Jäger N, Albert TK, Schüller U, Kerl K. MEDB-67. Subgroup specific analysis of cellular metabolism in medulloblastoma. Neuro Oncol 2022. [PMCID: PMC9164755 DOI: 10.1093/neuonc/noac079.441] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION: Molecular subgrouping of Medulloblastoma (MB) has expanded our understanding of its biology and the impact on clinical parameters. However, detailed analysis of inter- and intratumoral heterogeneity on a metabolic level is currently lacking. Within this study, we aimed at improving our understanding of metabolic heterogeneity between the MB subgroups, between samples within these subgroups and how these differences affect prognosis. METHODS: We analyzed metabolic characteristics of four MB cohorts covering 1,804 samples in total. In 911 samples (ICGC and MAGIC cohort), we explored metabolic programs on RNA level. In two cohorts (ICGC and G3/G4 samples from the HIT cohort; n=1,035) we examined genetic alterations on DNA level. Furthermore, single-cell RNA-sequencing data of six samples were used to explore intratumoral metabolic heterogeneity. Inter- and intratumoral heterogeneity were correlated to clinical data. RESULTS: Using publicly available gene signatures, we discovered significant differences in metabolic gene expression comparing established MB subgroups. Three metabolically distinct clusters of G3/G4 samples could be defined by unsupervised analyses in two independent cohorts. We were able to confirm our finding of intertumoral metabolic differences on single-cell RNA level. Additionally, our analysis revealed the possibility of sample-specific metabolic features. On DNA level, we identified regulatory genes with known role in MB development to be predominantly associated with lipid metabolic processes. After all, lipid metabolism and metabolism of nucleotides in MB have prognostic value and correlate with the outcome of patients. CONCLUSION: Our data highlight the importance of metabolic properties in MB. We show the distinct metabolic signatures are clinically relevant and, thus, might provide opportunities for novel target-directed therapeutic options in the future.
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Affiliation(s)
- Viktoria Funke
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster , Münster , Germany
| | - Carolin Walter
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster , Münster , Germany
- Institute of Medical Informatics, University of Münster , Münster , Germany
| | - Viktoria Melcher
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster , Münster , Germany
| | - Lanying Wei
- Institute of Medical Informatics, University of Münster , Münster , Germany
| | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster , Münster , Germany
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster , Münster , Germany
| | - Natalie Jäger
- Hopp Children's Cancer Center Heidelberg (KiTZ) , Heidelberg , Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Thomas K Albert
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster , Münster , Germany
| | - Ulrich Schüller
- Research Institute Children's Cancer Center , Hamburg , Germany
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf , Hamburg , Germany
| | - Kornelius Kerl
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster , Münster , Germany
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de Faria FW, Walter C, Interlandi M, Melcher V, Riedel N, Graf M, Moreno N, Schoof M, Holdhof D, Thomas C, Frühwald MC, Maerkl B, Ho B, Sandmann S, Varghese J, Ebinger M, Schuhmann M, Canak A, Huang A, Schüller U, Albert TK, Kerl K. ETMR-05. Single-cell transcriptomics of ETMR reveals developmental cellular programs and tumor-pericyte communications in the microenvironment. Neuro Oncol 2022. [PMCID: PMC9165314 DOI: 10.1093/neuonc/noac079.183] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
BACKGROUND: Embryonal tumors with multilayered rosettes (ETMR) are pediatric brain tumors bearing a grim prognosis, despite intensive multimodal therapeutic approaches. Insights into cellular heterogeneity and cellular communication of tumor cells with cells of the tumor microenvironment (TME), by applying single-cell (sc) techniques, potentially identify mechanisms of therapy resistance and target-directed treatment approaches. MATERIAL AND METHODS: To explore ETMR cell diversity, we used single-cell RNA sequencing (scRNA-seq) in human (n=2) and murine ETMR (transgenic mode; n=4) samples, spatial transcriptomics, 2D and 3D cultures (including co-cultures with TME cells), multiplex immunohistochemistry and drug screens. RESULTS: ETMR microenvironment is composed of tumor and non-tumor cell types. The ETMR malignant compartment harbour cells representing distinct transcriptional metaprograms, (NSC-like, NProg-like and Neuroblast-like), mirroring embryonic neurogenic cell states and fuelled by neurogenic pathways (WNT, SHH, Hippo). The ETMR TME is composed of oligodendrocyte and neuronal progenitor cells, neuroblasts, microglia, and pericytes. Tumor-specific ligand-receptor interaction analysis showed enrichment of intercellular communication between NProg-like ETMR cells and pericytes (PC). Functional network analyses reveal ETMR-PC interactions related to stem-cell signalling and extracellular matrix (ECM) organization, involving factors of the WNT, BMP, and CxCl12 networks. Results from ETMR-PC co-culture and spatial transcriptomics pointed to a pivotal role of pericytes in keeping ETMR in a germinal neurogenic state, enriched in stem-cell signalling. Drug screening considering cellular heterogeneity and cellular communication suggested novel therapeutic approaches. CONCLUSION: ETMR demonstrated diversity in the microenvironment, with enrichment of cell-cell communications with pericytes, supporting stem-cell signalling and interfering in the organization of the tumor extracellular matrix. Targeting ETMR-PC interactions might bring new opportunities for target-directed therapy.
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Affiliation(s)
- Flavia W de Faria
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster, Münster , NRW , Germany
| | - Carolin Walter
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster, Münster , NRW , Germany
- Institute of Medical Informatics, Westphalian Wilhelms-University Münster, Münster , NRW , Germany
| | - Marta Interlandi
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster, Münster , NRW , Germany
- Institute of Medical Informatics, Westphalian Wilhelms-University Münster, Münster , NRW , Germany
| | - Viktoria Melcher
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster, Münster , NRW , Germany
| | - Nicole Riedel
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster, Münster , NRW , Germany
| | - Monika Graf
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster, Münster , NRW , Germany
| | - Natalia Moreno
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster, Münster , NRW , Germany
| | - Melanie Schoof
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf , Hamburg, HH , Germany
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf , Hamburg, HH , Germany
| | - Dörthe Holdhof
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf , Hamburg, HH , Germany
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf , Hamburg, HH , Germany
| | - Christian Thomas
- Institute of Neuropathology, University Hospital Münster, Münster , NRW , Germany
| | - Michael C Frühwald
- Swabian Children’s Cancer Center, Paediatric and Adolescent Medicine, University Medical Center Augsburg , Ausburg, Bavaria , Germany
| | - Bruno Maerkl
- General Pathology and Molecular Diagnostics, Medical Faculty, University of Augsburg , Ausburg, Bavaria , Germany
| | - Ben Ho
- Department of Cell Biology, Hospital for Sick Children , Toronto, Ontario , Canada
| | - Sarah Sandmann
- Institute of Medical Informatics, Westphalian Wilhelms-University Münster, Münster , NRW , Germany
| | - Julian Varghese
- Institute of Medical Informatics, Westphalian Wilhelms-University Münster, Münster , NRW , Germany
| | - Martin Ebinger
- Department Pediatric Hematology/Oncology, Children’s University Hospital, Eberhard Karls University of Tuebingen, Tübingen , BW , Germany
- German Cancer Consortium (DKTK) partner site Tübingen, Tübingen , BW , Germany
| | - Martin Schuhmann
- Division of Pediatric Neurosurgery, Department of Neurosurgery, University Hospital of Tuebingen, Eberhard Karls University of Tuebingen, Tübingen , BW , Germany
| | - Aysegül Canak
- Department Pediatric Hematology/Oncology, Children’s University Hospital, Eberhard Karls University of Tuebingen, Tübingen , BW , Germany
| | - Annie Huang
- Division of Haematology Oncology, Department of Paediatrics, Hospital for Sick Children , Toronto, Ontario , Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children , Toronto, Ontario , Canada
| | - Ulrich Schüller
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf , Hamburg, HH , Germany
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf , Hamburg, HH , Germany
| | - Thomas K Albert
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster, Münster , NRW , Germany
| | - Kornelius Kerl
- Department of Pediatric Hematology and Oncology, University Children’s Hospital Münster, Münster , NRW , Germany
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19
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Ruether C, Wuensch C, Randau G, Michgehl U, Trautmann M, Hartmann W, Sandmann S, Dugas M, Khanam T, Burkhardt B. Design of a targeted next-generation DNA sequencing panel for pediatric T-cell lymphoblastic lymphoma to unravel biology and optimize treatment. Genes Chromosomes Cancer 2022; 61:459-470. [PMID: 35278000 DOI: 10.1002/gcc.23037] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Revised: 02/26/2022] [Accepted: 03/06/2022] [Indexed: 11/09/2022] Open
Abstract
Low incidence and molecular heterogeneity of pediatric T-cell lymphoblastic lymphoma (T-LBL) require an international, large-scale effort to identify novel clinical biomarkers. The ongoing international clinical trial LBL2018 (NCT04043494) represents an ideal opportunity to implement a common analytic approach. Targeted next-generation sequencing is well-suited for this purpose; however, selection of relevant target genes for T-LBL remains subject of ongoing debates. Our group has recently designed and evaluated a first target panel of 80 candidate genes for T-LBL. The present study aimed at developing a novel optimized gene panel for large-scale application and to promote an international agreement on a common core panel. Small sequence variants obtained from our former study were systematically analyzed and classified with regards to pathogenic relevance, to prioritize candidate genes. Additional genes were curated from literature and online databases for a more comprehensive analysis of relevant functions and signaling pathways. The new target panel TGP-T-LBL entails 84 candidate genes which are key actors in NOTCH, PI3K-AKT, JAK-STAT, RAS signaling, epigenetic regulation, transcription, DNA repair, cell cycle regulation and ribosomal function. From our former gene panel, 35 out of 80 candidate genes were selected for the novel panel. Forty-six out of 84 genes are currently being analyzed in the ongoing international trial LBL2018. Exploratory analysis of prognostic relevance on mutation-level suggested a potential association of PIK3CA variants c.1624G > A(p.Glu542Lys) and c.1633G > A(p.Glu545Lys) to occurrence of relapse, emphasizing particular relevance of mutation analysis in PI3K-AKT signaling. Our approach promotes comprehensive and clinically relevant mutational profiling of pediatric T-LBL. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Charlotte Ruether
- Paediatric Hematology and Oncology, University Hospital Muenster, Germany
| | | | - Gerrit Randau
- Paediatric Hematology and Oncology, University Hospital Muenster, Germany
| | - Ulf Michgehl
- Paediatric Hematology and Oncology, University Hospital Muenster, Germany
| | - Marcel Trautmann
- Division of Translational Pathology, Gerhard-Domagk-Institute of Pathology, University Hospital Muenster, Germany
| | - Wolfgang Hartmann
- Division of Translational Pathology, Gerhard-Domagk-Institute of Pathology, University Hospital Muenster, Germany
| | - Sarah Sandmann
- Institute of Medical Informatics, Muenster University, Germany
| | - Martin Dugas
- Institute of Medical Informatics, Muenster University, Germany
| | - Tasneem Khanam
- Paediatric Hematology and Oncology, University Hospital Muenster, Germany
| | - Birgit Burkhardt
- Paediatric Hematology and Oncology, University Hospital Muenster, Germany
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20
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Sandmann S, Richter S, Jiang X, Varghese J. Exploring Current Challenges and Perspectives for Automatic Reconstruction of Clonal Evolution. Cancer Genomics Proteomics 2022; 19:194-204. [PMID: 35181588 DOI: 10.21873/cgp.20314] [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: 10/29/2021] [Revised: 12/11/2021] [Accepted: 12/17/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND/AIM In the field of cancer research, reconstructing clonal evolution is of major interest. The technique provides new insights for analysis and prediction of tumor development. However, reconstruction based on mutational data is characterized by several challenges. MATERIALS AND METHODS By performing extensive literature research, we identified 51 currently available tools for reconstructing clonal evolution. By analyzing two cancer data sets (n=21), we investigated the applicability and performance of each tool. RESULTS Seventeen out of 51 tools could be applied to our data. Correct clustering of variants can be observed for 4 patients in the presence of ≤3 clusters and ≥5 time points. Correct phylogenetic trees are determined for 10 patients. Accurate visualization is possible, by applying adjustments to the original algorithms. CONCLUSION Despite bearing considerable potential, automatic reconstruction of clonal evolution remains challenging. To replace tedious manual reconstruction, further research including systematic error analyses using simulation tools needs to be conducted.
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Affiliation(s)
- Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany;
| | - Silja Richter
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Xiaoyi Jiang
- Department of Computer Science, University of Münster, Münster, Germany
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster, Germany
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21
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Wei L, Dugas M, Sandmann S. SimFFPE and FilterFFPE: improving structural variant calling in FFPE samples. Gigascience 2021; 10:giab065. [PMID: 34553214 PMCID: PMC8458033 DOI: 10.1093/gigascience/giab065] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 07/19/2021] [Accepted: 09/06/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Artifact chimeric reads are enriched in next-generation sequencing data generated from formalin-fixed paraffin-embedded (FFPE) samples. Previous work indicated that these reads are characterized by erroneous split-read support that is interpreted as evidence of structural variants. Thus, a large number of false-positive structural variants are detected. To our knowledge, no tool is currently available to specifically call or filter structural variants in FFPE samples. To overcome this gap, we developed 2 R packages: SimFFPE and FilterFFPE. RESULTS SimFFPE is a read simulator, specifically designed for next-generation sequencing data from FFPE samples. A mixture of characteristic artifact chimeric reads, as well as normal reads, is generated. FilterFFPE is a filtration algorithm, removing artifact chimeric reads from sequencing data while keeping real chimeric reads. To evaluate the performance of FilterFFPE, we performed structural variant calling with 3 common tools (Delly, Lumpy, and Manta) with and without prior filtration with FilterFFPE. After applying FilterFFPE, the mean positive predictive value improved from 0.27 to 0.48 in simulated samples and from 0.11 to 0.27 in real samples, while sensitivity remained basically unchanged or even slightly increased. CONCLUSIONS FilterFFPE improves the performance of SV calling in FFPE samples. It was validated by analysis of simulated and real data.
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Affiliation(s)
- Lanying Wei
- Institute of Medical Informatics, University of Münster, Münster 48149, Germany
| | - Martin Dugas
- Institute of Medical Informatics, University of Münster, Münster 48149, Germany
- Institute of Medical Informatics, Heidelberg University Hospital, Heidelberg 69120, Germany
| | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster 48149, Germany
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22
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Varghese J, Sandmann S, Ochs K, Schrempf IM, Frömmel C, Dugas M, Schmidt HH, Vollenberg R, Tepasse PR. Persistent symptoms and lab abnormalities in patients who recovered from COVID-19. Sci Rep 2021; 11:12775. [PMID: 34140539 PMCID: PMC8211641 DOI: 10.1038/s41598-021-91270-8] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 05/21/2021] [Indexed: 12/13/2022] Open
Abstract
With increasing numbers of patients recovering from COVID-19, there is increasing evidence for persistent symptoms and the need for follow-up studies. This retrospective study included patients without comorbidities, who recovered from COVID-19 and attended an outpatient clinic at a university hospital for follow-up care and potential convalescent plasma donation. Network analysis was applied to visualize symptom combinations and persistent symptoms. Comprehensive lab-testing was ascertained at each follow-up to analyze differences regarding patients with vs without persistent symptoms. 116 patients were included, age range was 18-69 years (median: 41) with follow-ups ranging from 22 to 102 days. The three most frequent persistent symptoms were Fatigue (54%), Dyspnea (29%) and Anosmia (25%). Lymphopenia was present in 13 of 112 (12%) cases. Five of 35 cases (14%) had Lymphopenia in the later follow-up range of 80-102 days. Serum IgA concentration was the only lab parameter with significant difference between patients with vs without persistent symptoms with reduced serum IgA concentrations in the patient cohort of persistent symptoms (p = 0.0219). Moreover, subgroup analyses showed that patients with lymphopenia experienced more frequently persistent symptoms. In conclusion, lymphopenia persisted in a noticeable percentage of recovered patients. Patients with persistent symptoms had significantly lower serum IgA levels. Furthermore, our data provides evidence that lymphopenia is associated with persistence of COVID-19 symptoms.
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Affiliation(s)
- Julian Varghese
- Institute of Medical Informatics, University of Münster, lbert-Schweitzer-Campus 1/Gebäude A11, 48149, Münster, Germany.
| | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster, lbert-Schweitzer-Campus 1/Gebäude A11, 48149, Münster, Germany
| | - Kevin Ochs
- Department of Medicine B, Gastroenterology and Hepatology, University Hospital Münster, Münster, Germany
| | - Inga-Marie Schrempf
- Department of Medicine B, Gastroenterology and Hepatology, University Hospital Münster, Münster, Germany
| | - Christopher Frömmel
- Department of Medicine B, Gastroenterology and Hepatology, University Hospital Münster, Münster, Germany
| | - Martin Dugas
- Institute of Medical Informatics, University of Münster, lbert-Schweitzer-Campus 1/Gebäude A11, 48149, Münster, Germany
- Institute of Medical Informatics, University Hospital Heidelberg, Heidelberg, Germany
| | - Hartmut H Schmidt
- Department of Medicine B, Gastroenterology and Hepatology, University Hospital Münster, Münster, Germany
| | - Richard Vollenberg
- Department of Medicine B, Gastroenterology and Hepatology, University Hospital Münster, Münster, Germany
| | - Phil-Robin Tepasse
- Department of Medicine B, Gastroenterology and Hepatology, University Hospital Münster, Münster, Germany
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23
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Banck H, Dugas M, MÜller-Tidow C, Sandmann S. Comparison of Open-access Databases for Clinical Variant Interpretation in Cancer: A Case Study of MDS/AML. Cancer Genomics Proteomics 2021; 18:157-166. [PMID: 33608312 DOI: 10.21873/cgp.20250] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [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: 12/29/2020] [Revised: 01/23/2021] [Accepted: 01/29/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Recently, guidelines for variant interpretation in cancer have been established. However, these guidelines do not mention which databases are most suited to performing this task. MATERIALS AND METHODS We give an overview of existing databases and evaluate their benefit in practical application. We compared three meta-databases and 12 databases for a dataset of patients with myelodysplastic syndrome or acute myeloid leukemia. RESULTS Clinical implications were found for 13% of all variants. One-third of variants with therapeutic implications were uniquely contained in one database. The VICC meta-database was the most extensive source of information, featuring 92% of variants with a drug association. However, a comparison of meta-databases and original sources indicated that some variants are missing in those meta-databases. CONCLUSION Public databases provide decision support for interpreting variants but there is still need for manual curation. Meta-databases facilitate the use of multiple resources but should be interpreted with caution.
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Affiliation(s)
- Henrik Banck
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Martin Dugas
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Carsten MÜller-Tidow
- Medizinische Klinik, Abteilung Innere Medizin V, University Hospital Heidelberg, Heidelberg, Germany
| | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany;
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24
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Storck M, Sandmann S, Bruland P, Pereira MP, Steinke S, Riepe C, Soto-Rey I, Garcovich S, Augustin M, Blome C, Bobko S, Legat FJ, Potekaev N, Lvov A, Misery L, Weger W, Reich A, Şavk E, Streit M, Serra-Baldrich E, Szepietowski JC, Dugas M, Ständer S, Zeidler C. Pruritus Intensity Scales across Europe: a prospective validation study. J Eur Acad Dermatol Venereol 2021; 35:1176-1185. [PMID: 33411947 DOI: 10.1111/jdv.17111] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 12/01/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND Chronic pruritus (CP) is a subjective symptom, and it is necessary to assess its intensity with validated patient-reported outcome tools in order to allow determination of the treatment course. OBJECTIVES So far, the itch intensity scales were validated in small cohorts and in single languages. Here, we report the validation of the numerical rating scale, the verbal rating scale and the visual analogue scale for the worst and average pruritus intensity in the last 24h in several languages across Europe and across different pruritic dermatoses. METHODS After professional translation, the intensity scales were digitized for use as a tablet computer application. Validation was performed in clinics for Dermatology in Austria, France, Germany, Italy, Poland, Russia, Spain, Switzerland and Turkey. RESULTS A total of 547 patients with contact dermatitis, chronic nodular prurigo, psoriasis vulgaris, lichen planus or cutaneous T-cell lymphoma were included. The intensity scales showed a high level of reproducibility and inter-correlations with each other. The correlation with the Dermatology Life Quality Index was weak to strong in nearly all countries and dermatoses with the exception of France and patients with chronic nodular prurigo, for which no statistically significant correlations were found. CONCLUSIONS The numerical rating scale, the verbal rating scale und the visual analogue scales are valid instruments with good reproducibility and internal consistency in German (Germany, Austria, Switzerland), French, Italian, Polish, Russian, Spanish and Turkish for different pruritic dermatoses. VAS worst was the best reproducible and consistent measuring instrument in all countries.
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Affiliation(s)
- M Storck
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - S Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - P Bruland
- Institute of Medical Informatics, University of Münster, Münster, Germany.,inIT - Institute Industrial IT, Ostwestfalen-Lippe University of Applied Sciences, Lemgo, Germany
| | - M P Pereira
- Department of Dermatology and Center for Chronic Pruritus, University Hospital Münster, Münster, Germany
| | - S Steinke
- Department of Dermatology and Center for Chronic Pruritus, University Hospital Münster, Münster, Germany
| | - C Riepe
- Department of Dermatology and Center for Chronic Pruritus, University Hospital Münster, Münster, Germany
| | - I Soto-Rey
- Institute of Medical Informatics, University of Münster, Münster, Germany.,IT-Infrastructure for Translational Medical Research, Faculty of Applied Computer Science, Faculty of Medicine, University of Augsburg, Augsburg, Germany
| | - S Garcovich
- Dermatology, F. Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - M Augustin
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - C Blome
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - S Bobko
- Moscow Scientific and Practical Center of Dermatovenerology and Cosmetology, Moscow, Russia
| | - F J Legat
- Department of Dermatology, Medical University of Graz, Graz, Austria.,Das Kurhaus, Bad Gleichenberg, Austria
| | - N Potekaev
- Moscow Scientific and Practical Center of Dermatovenerology and Cosmetology, Moscow, Russia
| | - A Lvov
- Moscow Scientific and Practical Center of Dermatovenerology and Cosmetology, Moscow, Russia
| | - L Misery
- Department of Dermatology, University Hospital of Brest, Brest, France
| | - W Weger
- Department of Dermatology, Medical University of Graz, Graz, Austria
| | - A Reich
- Department of Dermatology, Institute of Medical Sciences, Medical College of Rzeszow University, Rzeszów, Poland
| | - E Şavk
- Department of Dermatology, Aydin Adnan Menderes University, Aydin, Turkey
| | - M Streit
- Department of Dermatology, Kantonsspital Aarau, Aarau, Switzerland
| | - E Serra-Baldrich
- Cutaneous Allergy Unit, Department of Dermatology, Hospital Sant Pau, Universitat Autònoma, Barcelona, Barcelona, Spain
| | - J C Szepietowski
- Department of Dermatology, Venereology and Allergology, Wroclaw Medical University, Wroclaw, Poland
| | - M Dugas
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - S Ständer
- Department of Dermatology and Center for Chronic Pruritus, University Hospital Münster, Münster, Germany
| | - C Zeidler
- Department of Dermatology and Center for Chronic Pruritus, University Hospital Münster, Münster, Germany
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25
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Reder H, Wagner S, Wuerdemann N, Langer C, Sandmann S, Braeuninger A, Dugas M, Gattenloehner S, Wittekindt C, Klussmann JP. Mutation patterns in recurrent and/or metastatic oropharyngeal squamous cell carcinomas in relation to human papillomavirus status. Cancer Med 2021; 10:1347-1356. [PMID: 33527763 PMCID: PMC7926014 DOI: 10.1002/cam4.3741] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [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: 10/09/2020] [Revised: 12/30/2020] [Accepted: 01/03/2021] [Indexed: 02/06/2023] Open
Abstract
Patients with HPV‐driven (HPV+) oropharyngeal squamous cell carcinoma (OPSCC) have a significantly improved overall survival compared to patients with HPV‐negative (HPV−) OPSCC. Nevertheless, 13%–25% of patients with HPV+OPSCC develop local/distant recurrence (LDR) and have a course of disease similar to HPV−OPSCC. We hypothesize that HPV+OPSCCs of patients with LDR have a mutation frequency and pattern similar to HPV−OPSCCs, which is associated with severe outcome. We performed targeted next‐generation sequencing using a customized gene panel and compared data from 56 matched HPV+and HPV−OPSCC of patients with/without LDR regarding protein‐altering variants. Despite improved overall survival of patients with HPV+OPSCC, those who develop LDR show a strongly reduced survival rate that is similar or even worse compared to HPV−OPSCC patients. Overall, the number of mutations was similar in OPSCC of patients with and without LDR. In total and with respect to TP53, HPV−OPSCC had significantly more protein‐altering mutations than HPV+OPSCC. The number of mutations was similar in HPV−OPSCC of patients with and without LDR with the exception of FAT1, which was mutated more frequently in patients without LDR. In HPV+OPSCC, HRAS, PIK3R1, STK11 and TP63 were more frequently mutated in patients with LDR compared to patients without. HPV+OPSCC of patients with LDR have a similar mutation pattern as HPV−OPSCC, except TP53, which was mutated to a significantly lower extent. In conclusion, HPV−and HPV+OPSCC with LDR have similar mutation counts in the analyzed genes. We suspect that the number of mutations is not causal for disease progression, rather specific mutations could be important.
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Affiliation(s)
- Henrike Reder
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, Justus-Liebig University Giessen, Giessen, Germany
| | - Steffen Wagner
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, Justus-Liebig University Giessen, Giessen, Germany
| | - Nora Wuerdemann
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, Justus-Liebig University Giessen, Giessen, Germany.,Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University Hospital Cologne, Cologne, Germany.,Center for Molecular Medicine Cologne (CMMC), University of Cologne, Faculty of Medicine, University Hospital Cologne, Cologne, Germany
| | - Christine Langer
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, Justus-Liebig University Giessen, Giessen, Germany
| | - Sarah Sandmann
- Institute of Medical Informatics, Westphalian Wilhelms University Muenster, Muenster, Germany
| | - Andreas Braeuninger
- Department of Pathology, Medical Faculty, Justus-Liebig University Giessen, Giessen, Germany
| | - Martin Dugas
- Institute of Medical Informatics, Westphalian Wilhelms University Muenster, Muenster, Germany
| | - Stefan Gattenloehner
- Department of Pathology, Medical Faculty, Justus-Liebig University Giessen, Giessen, Germany
| | - Claus Wittekindt
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, Justus-Liebig University Giessen, Giessen, Germany
| | - Jens Peter Klussmann
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, Justus-Liebig University Giessen, Giessen, Germany.,Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University Hospital Cologne, Cologne, Germany.,Center for Molecular Medicine Cologne (CMMC), University of Cologne, Faculty of Medicine, University Hospital Cologne, Cologne, Germany
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26
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Sandmann S, Wöste M, de Graaf AO, Burkhardt B, Jansen JH, Dugas M. CopyDetective: Detection threshold-aware copy number variant calling in whole-exome sequencing data. Gigascience 2020; 9:giaa118. [PMID: 33135740 PMCID: PMC7604644 DOI: 10.1093/gigascience/giaa118] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 08/17/2020] [Accepted: 10/02/2020] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Copy number variants (CNVs) are known to play an important role in the development and progression of several diseases. However, detection of CNVs with whole-exome sequencing (WES) experiments is challenging. Usually, additional experiments have to be performed. FINDINGS We developed a novel algorithm for somatic CNV calling in matched WES data called "CopyDetective". Different from other approaches, CNV calling with CopyDetective consists of a 2-step procedure: first, quality analysis is performed, determining individual detection thresholds for every sample. Second, actual CNV calling on the basis of the previously determined thresholds is performed. Our algorithm evaluates the change in variant allele frequency of polymorphisms and reports the fraction of affected cells for every CNV. Analyzing 4 WES data sets (n = 100) we observed superior performance of CopyDetective compared with ExomeCNV, VarScan2, ControlFREEC, ExomeDepth, and CNV-seq. CONCLUSIONS Individual detection thresholds reveal that not every WES data set is equally apt for CNV calling. Initial quality analyses, determining individual detection thresholds-as realized by CopyDetective-can and should be performed prior to actual variant calling.
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Affiliation(s)
- Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Albert-Schweitzer-Campus 1, Building A11, Münster 48149, Germany
| | - Marius Wöste
- Institute of Medical Informatics, University of Münster, Albert-Schweitzer-Campus 1, Building A11, Münster 48149, Germany
| | - Aniek O de Graaf
- Laboratory Hematology, RadboudUMC, Geert Grooteplein Zuid 10, Nijmegen 6525 GA, Netherlands
| | - Birgit Burkhardt
- Paediatric Hematology & Oncology, University Hospital Münster, Albert-Schweitzer-Campus 1, Building A1, Münster 48149, Germany
| | - Joop H Jansen
- Laboratory Hematology, RadboudUMC, Geert Grooteplein Zuid 10, Nijmegen 6525 GA, Netherlands
| | - Martin Dugas
- Institute of Medical Informatics, University of Münster, Albert-Schweitzer-Campus 1, Building A11, Münster 48149, Germany
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Sandmann S, Karimi M, de Graaf AO, Rohde C, Göllner S, Varghese J, Ernsting J, Walldin G, van der Reijden BA, Müller-Tidow C, Malcovati L, Hellström-Lindberg E, Jansen JH, Dugas M. appreci8: a pipeline for precise variant calling integrating 8 tools. Bioinformatics 2019; 34:4205-4212. [PMID: 29945233 PMCID: PMC6289140 DOI: 10.1093/bioinformatics/bty518] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 06/25/2018] [Indexed: 12/14/2022] Open
Abstract
Motivation The application of next-generation sequencing in research and particularly in clinical routine requires valid variant calling results. However, evaluation of several commonly used tools has pointed out that not a single tool meets this requirement. False positive as well as false negative calls necessitate additional experiments and extensive manual work. Intelligent combination and output filtration of different tools could significantly improve the current situation. Results We developed appreci8, an automatic variant calling pipeline for calling single nucleotide variants and short indels by combining and filtering the output of eight open-source variant calling tools, based on a novel artifact- and polymorphism score. Appreci8 was trained on two data sets from patients with myelodysplastic syndrome, covering 165 Illumina samples. Subsequently, appreci8’s performance was tested on five independent data sets, covering 513 samples. Variation in sequencing platform, target region and disease entity was considered. All calls were validated by re-sequencing on the same platform, a different platform or expert-based review. Sensitivity of appreci8 ranged between 0.93 and 1.00, while positive predictive value ranged between 0.65 and 1.00. In all cases, appreci8 showed superior performance compared to any evaluated alternative approach. Availability and implementation Appreci8 is freely available at https://hub.docker.com/r/wwuimi/appreci8/. Sequencing data (BAM files) of the 678 patients analyzed with appreci8 have been deposited into the NCBI Sequence Read Archive (BioProjectID: 388411; https://www.ncbi.nlm.nih.gov/bioproject/PRJNA388411). Supplementary information Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Mohsen Karimi
- Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | | | - Christian Rohde
- Department of Hematology, Oncology, and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
| | - Stefanie Göllner
- Department of Hematology, Oncology, and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Jan Ernsting
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Gunilla Walldin
- Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden
| | | | - Carsten Müller-Tidow
- Department of Hematology, Oncology, and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
| | - Luca Malcovati
- Departments of Hematology Oncology & Molecular Medicine, Fondazione IRCCS Policlinico San Matteo & University of Pavia, Pavia, Italy
| | | | - Joop H Jansen
- Laboratory Hematology, RadboudUMC, Nijmegen GA, The Netherlands
| | - Martin Dugas
- Institute of Medical Informatics, University of Münster, Münster, Germany
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Langen K, Thünken T, Klemm J, Sandmann S, Bakker TCM. Sperm size is negatively related to relative testis size in West African riverine cichlid fishes. Naturwissenschaften 2019; 106:30. [PMID: 31147792 DOI: 10.1007/s00114-019-1622-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [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: 07/06/2018] [Revised: 05/02/2019] [Accepted: 05/06/2019] [Indexed: 10/26/2022]
Abstract
Fishes show a great diversity of mating systems and fertilization mechanisms. This diversity creates an enormous potential for sperm competition. Typically, monogamous species face a low risk of sperm competition and invest less into sperm, and thus show smaller relative testis mass compared to polygamous species with high sperm competition. In cichlids, sperm competition risk is very variable. In lacustrine East African cichlids, large sperm are interpreted as an adaptation to sperm competition, as in those species sperm length correlates with sperm swimming speed. The aim of the present study was to examine variation in sperm and testis traits of substrate breeding cichlids from West African river systems and its relationship to sperm competition. Therefore, sperm traits (total sperm size, flagellum-, midpiece-, and head size) and sperm number were related to the gonadosomatic index (GSI), an indicator of sperm competition, in eight species of two large informal tribes, the chromidotilapiines and the haplotilapiines. We found significant differences between species in all examined sperm traits, sperm number, and GSI with pronounced differences between chromidotilapiines and haplotilapiines. We used a generalized least-squares approach to control for non-independence of data. GSI was positively correlated with sperm number but negatively correlated with total sperm size (also negatively with the flagellum and head size but not significantly with midpiece size). Sperm number and sperm size were negatively correlated suggesting a trade-off between sperm size and quality. Our results suggest that large sperm can evolve in species with relatively low sperm expenditure and probably in absence of high sperm competition between males.
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Affiliation(s)
- Kathrin Langen
- Institute for Evolutionary Biology and Ecology, University of Bonn, An der Immenburg 1, 53121, Bonn, Germany. .,Zoological Research Museum Alexander Koenig, Leibniz Institute for Animal Biodiversity, Adenauerallee 160/162, 53113, Bonn, Germany.
| | - Timo Thünken
- Institute for Evolutionary Biology and Ecology, University of Bonn, An der Immenburg 1, 53121, Bonn, Germany
| | - Janine Klemm
- Institute for Evolutionary Biology and Ecology, University of Bonn, An der Immenburg 1, 53121, Bonn, Germany
| | - Sarah Sandmann
- Institute for Evolutionary Biology and Ecology, University of Bonn, An der Immenburg 1, 53121, Bonn, Germany
| | - Theo C M Bakker
- Institute for Evolutionary Biology and Ecology, University of Bonn, An der Immenburg 1, 53121, Bonn, Germany
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Reder H, Wagner S, Gamerdinger U, Sandmann S, Wuerdemann N, Braeuninger A, Dugas M, Gattenloehner S, Klussmann JP, Wittekindt C. Genetic alterations in human papillomavirus-associated oropharyngeal squamous cell carcinoma of patients with treatment failure. Oral Oncol 2019; 93:59-65. [PMID: 31109697 DOI: 10.1016/j.oraloncology.2019.04.013] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [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: 02/06/2019] [Revised: 04/15/2019] [Accepted: 04/22/2019] [Indexed: 01/15/2023]
Abstract
OBJECTIVES Despite improved survival rates of patients with HPV-associated OPSCC, a subset has distant metastasis or develops local recurrence during follow-up. To investigate potential underlying genetic alterations, we analyzed patients with HPV-driven OPSCC who suffered from recurrence in comparison to matching pairs with successful tumor control. MATERIALS AND METHODS We performed chromosomal copy number analyses and targeted next generation sequencing using a custom panel comprising genes that are frequently mutated in HPV-associated OPSCC. RESULTS Specific differences regarding chromosomal aberrations were not observed between both groups. In HPV-driven OPSCC from patients with recurrence we found higher mutation rates compared to patients with successful tumor control. Especially mutation rates of HRAS (p ≤ 0.05) PIK3R1, STK11 and TP63 (p ≤ 0.1 each) were statistically significant or trending towards significance. The respective genes can be linked to transcription factors and signaling pathways involved in cell cycle regulation, proliferation and survival. Additionally, combinations of alterations were observed on chromosomes 16 and 19, which might also influence outcome. CONCLUSION Patients with HPV-driven OPSCC who develop recurrence or have metastasis may be defined by genetic alterations that might be responsible for poor outcome after standard therapy. This might be of importance for stratification in future de-escalation and targeted therapy.
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Affiliation(s)
- Henrike Reder
- Department of Otorhinolaryngology, Head and Neck Surgery, Justus-Liebig University Giessen, 35392 Giessen, Germany.
| | - Steffen Wagner
- Department of Otorhinolaryngology, Head and Neck Surgery, Justus-Liebig University Giessen, 35392 Giessen, Germany
| | - Ulrike Gamerdinger
- Department of Pathology, Justus-Liebig University Giessen, 35392 Giessen, Germany
| | - Sarah Sandmann
- Institute of Medical Informatics, Westphalian Wilhelms University Muenster, 48149 Muenster, Germany
| | - Nora Wuerdemann
- Department of Otorhinolaryngology, Head and Neck Surgery, Justus-Liebig University Giessen, 35392 Giessen, Germany; Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University Hospital Cologne, 50931 Cologne, Germany
| | - Andreas Braeuninger
- Department of Pathology, Justus-Liebig University Giessen, 35392 Giessen, Germany
| | - Martin Dugas
- Institute of Medical Informatics, Westphalian Wilhelms University Muenster, 48149 Muenster, Germany
| | - Stefan Gattenloehner
- Department of Pathology, Justus-Liebig University Giessen, 35392 Giessen, Germany
| | - Jens Peter Klussmann
- Department of Otorhinolaryngology, Head and Neck Surgery, Justus-Liebig University Giessen, 35392 Giessen, Germany; Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University Hospital Cologne, 50931 Cologne, Germany
| | - Claus Wittekindt
- Department of Otorhinolaryngology, Head and Neck Surgery, Justus-Liebig University Giessen, 35392 Giessen, Germany
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Varghese J, Sandmann S, Dugas M. Web-Based Information Infrastructure Increases the Interrater Reliability of Medical Coders: Quasi-Experimental Study. J Med Internet Res 2018; 20:e274. [PMID: 30322834 PMCID: PMC6231825 DOI: 10.2196/jmir.9644] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 05/03/2018] [Accepted: 06/28/2018] [Indexed: 01/05/2023] Open
Abstract
Background Medical coding is essential for standardized communication and integration of clinical data. The Unified Medical Language System by the National Library of Medicine is the largest clinical terminology system for medical coders and Natural Language Processing tools. However, the abundance of ambiguous codes leads to low rates of uniform coding among different coders. Objective The objective of our study was to measure uniform coding among different medical experts in terms of interrater reliability and analyze the effect on interrater reliability using an expert- and Web-based code suggestion system. Methods We conducted a quasi-experimental study in which 6 medical experts coded 602 medical items from structured quality assurance forms or free-text eligibility criteria of 20 different clinical trials. The medical item content was selected on the basis of mortality-leading diseases according to World Health Organization data. The intervention comprised using a semiautomatic code suggestion tool that is linked to a European information infrastructure providing a large medical text corpus of >300,000 medical form items with expert-assigned semantic codes. Krippendorff alpha (Kalpha) with bootstrap analysis was used for the interrater reliability analysis, and coding times were measured before and after the intervention. Results The intervention improved interrater reliability in structured quality assurance form items (from Kalpha=0.50, 95% CI 0.43-0.57 to Kalpha=0.62 95% CI 0.55-0.69) and free-text eligibility criteria (from Kalpha=0.19, 95% CI 0.14-0.24 to Kalpha=0.43, 95% CI 0.37-0.50) while preserving or slightly reducing the mean coding time per item for all 6 coders. Regardless of the intervention, precoordination and structured items were associated with significantly high interrater reliability, but the proportion of items that were precoordinated significantly increased after intervention (eligibility criteria: OR 4.92, 95% CI 2.78-8.72; quality assurance: OR 1.96, 95% CI 1.19-3.25). Conclusions The Web-based code suggestion mechanism improved interrater reliability toward moderate or even substantial intercoder agreement. Precoordination and the use of structured versus free-text data elements are key drivers of higher interrater reliability.
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Affiliation(s)
- Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Martin Dugas
- Institute of Medical Informatics, European Research Center for Information Systems, Münster, Germany
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Varghese J, Kleine M, Gessner SI, Sandmann S, Dugas M. Effects of computerized decision support system implementations on patient outcomes in inpatient care: a systematic review. J Am Med Inform Assoc 2018; 25:593-602. [PMID: 29036406 PMCID: PMC7646949 DOI: 10.1093/jamia/ocx100] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [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: 04/19/2017] [Revised: 08/10/2017] [Accepted: 08/22/2017] [Indexed: 02/07/2023] Open
Abstract
Objectives To systematically classify the clinical impact of computerized clinical decision support systems (CDSSs) in inpatient care. Materials and Methods Medline, Cochrane Trials, and Cochrane Reviews were searched for CDSS studies that assessed patient outcomes in inpatient settings. For each study, 2 physicians independently mapped patient outcome effects to a predefined medical effect score to assess the clinical impact of reported outcome effects. Disagreements were measured by using weighted kappa and solved by consensus. An example set of promising disease entities was generated based on medical effect scores and risk of bias assessment. To summarize technical characteristics of the systems, reported input variables and algorithm types were extracted as well. Results Seventy studies were included. Five (7%) reported reduced mortality, 16 (23%) reduced life-threatening events, and 28 (40%) reduced non-life-threatening events, 20 (29%) had no significant impact on patient outcomes, and 1 showed a negative effect (weighted κ: 0.72, P < .001). Six of 24 disease entity settings showed high effect scores with medium or low risk of bias: blood glucose management, blood transfusion management, physiologic deterioration prevention, pressure ulcer prevention, acute kidney injury prevention, and venous thromboembolism prophylaxis. Most of the implemented algorithms (72%) were rule-based. Reported input variables are shared as standardized models on a metadata repository. Discussion and Conclusion Most of the included CDSS studies were associated with positive patient outcomes effects but with substantial differences regarding the clinical impact. A subset of 6 disease entities could be filtered in which CDSS should be given special consideration at sites where computer-assisted decision-making is deemed to be underutilized. Registration number on PROSPERO: CRD42016049946.
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Affiliation(s)
- Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Maren Kleine
- Bioinformatics/Medical Informatics Department, Bielefeld University, Bielefeld, Germany
| | | | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Martin Dugas
- Institute of Medical Informatics, University of Münster, Münster, Germany
- Institute of Medical Informatics, European Research Center for Information Systems (ERCIS), Münster, Germany
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Unger T, Sandmann S. Angiotensin receptor blocker selectivity at the AT1- and AT2-receptors: conceptual and clinical effects. J Renin Angiotensin Aldosterone Syst 2017; 1:S6-9. [PMID: 17199211 DOI: 10.3317/jraas.2000.057] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [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: 11/01/2022] Open
Abstract
The advent of specific angiotensin II (Ang II) receptor blockers (ARBs) some ten years ago has provided substantial information on the specific actions of the AT1- and AT2-receptors. Most of the early research concentrated on the AT1-receptor, and the actions and biological roles of the AT2-receptor are much less well characterised. The AT2-receptor is involved in the inhibition of cell proliferation, and in cell differentiation and development, regeneration and apoptosis. By raising local Ang II concentrations at the AT2-receptor, selective blocking of the AT1-receptor may therefore have beneficial effects. This concept may be important for antihypertensive therapy and in cardiovascular disease in general.
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MESH Headings
- Angiotensin II Type 1 Receptor Blockers/pharmacology
- Angiotensin II Type 1 Receptor Blockers/therapeutic use
- Cell Differentiation/drug effects
- Cell Proliferation/drug effects
- Humans
- Hydrogen-Ion Concentration
- Hypertension/drug therapy
- Hypertension/pathology
- Receptor, Angiotensin, Type 1/drug effects
- Receptor, Angiotensin, Type 1/genetics
- Receptor, Angiotensin, Type 1/physiology
- Receptor, Angiotensin, Type 2/drug effects
- Receptor, Angiotensin, Type 2/genetics
- Receptor, Angiotensin, Type 2/physiology
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Affiliation(s)
- T Unger
- Institute of Pharmacology, Universität zu Kiel, Kiel, Germany.
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33
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Sandmann S, de Graaf AO, Dugas M. BBCAnalyzer: a visual approach to facilitate variant calling. BMC Bioinformatics 2017; 18:133. [PMID: 28241736 PMCID: PMC5330023 DOI: 10.1186/s12859-017-1549-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2016] [Accepted: 02/16/2017] [Indexed: 11/10/2022] Open
Abstract
Background Deriving valid variant calling results from raw next-generation sequencing data is a particularly challenging task, especially with respect to clinical diagnostics and personalized medicine. However, when using classic variant calling software, the user usually obtains nothing more than a list of variants that pass the corresponding caller’s internal filters. Any expected mutations (e.g. hotspot mutations), that have not been called by the software, need to be investigated manually. Results BBCAnalyzer (Bases By CIGAR Analyzer) provides a novel visual approach to facilitate this step of time-consuming, manual inspection of common mutation sites. BBCAnalyzer is able to visualize base counts at predefined positions or regions in any sequence alignment data that are available as BAM files. Thereby, the tool provides a straightforward solution for evaluating any list of expected mutations like hotspot mutations, or even whole regions of interest. In addition to an ordinary textual report, BBCAnalyzer reports highly customizable plots. Information on the counted number of bases, the reference bases, known mutations or polymorphisms, called mutations and base qualities is summarized in a single plot. By uniting this information in a graphical way, the user may easily decide on a variant being present or not – completely independent of any internal filters or frequency thresholds. Conclusions BBCAnalyzer provides a unique, novel approach to facilitate variant calling where classical tools frequently fail to call. The R package is freely available at http://bioconductor.org. The local web application is available at Additional file 2. A documentation of the R package (Additional file 1) as well as the web application (Additional file 2) with detailed descriptions, examples of all input- and output elements, exemplary code as well as exemplary data are included. A video demonstrates the exemplary usage of the local web application (Additional file 3). Additional file 3: Supplement_3. Video demonstrating the exemplary usage of the web application “BBCAnalyzer”. (MP4 11571 kb)
Electronic supplementary material The online version of this article (doi:10.1186/s12859-017-1549-4) contains supplementary material, which is available to authorized users.
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da Silva-Coelho P, Kroeze LI, Yoshida K, Koorenhof-Scheele TN, Knops R, van de Locht LT, de Graaf AO, Massop M, Sandmann S, Dugas M, Stevens-Kroef MJ, Cermak J, Shiraishi Y, Chiba K, Tanaka H, Miyano S, de Witte T, Blijlevens NMA, Muus P, Huls G, van der Reijden BA, Ogawa S, Jansen JH. Clonal evolution in myelodysplastic syndromes. Nat Commun 2017; 8:15099. [PMID: 28429724 PMCID: PMC5530598 DOI: 10.1038/ncomms15099] [Citation(s) in RCA: 104] [Impact Index Per Article: 14.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Accepted: 02/24/2017] [Indexed: 02/08/2023] Open
Abstract
Cancer development is a dynamic process during which the successive accumulation of mutations results in cells with increasingly malignant characteristics. Here, we show the clonal evolution pattern in myelodysplastic syndrome (MDS) patients receiving supportive care, with or without lenalidomide (follow-up 2.5–11 years). Whole-exome and targeted deep sequencing at multiple time points during the disease course reveals that both linear and branched evolutionary patterns occur with and without disease-modifying treatment. The application of disease-modifying therapy may create an evolutionary bottleneck after which more complex MDS, but also unrelated clones of haematopoietic cells, may emerge. In addition, subclones that acquired an additional mutation associated with treatment resistance (TP53) or disease progression (NRAS, KRAS) may be detected months before clinical changes become apparent. Monitoring the genetic landscape during the disease may help to guide treatment decisions. Myelodysplastic syndromes are a broad group of haematopoietic malignancies that often progress to acute myeloid leukaemia. Here, the authors show that linear and branched evolution occurs within myelodysplastic syndrome and these patterns can be impacted by treatment.
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Affiliation(s)
- Pedro da Silva-Coelho
- Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands.,Department of Haematology, Centro Hospitalar de São João and Faculdade de Medicina da Universidade do Porto, Alameda Professor Hernâni Monteiro, Porto 4200-319, Portugal
| | - Leonie I Kroeze
- Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands
| | - Kenichi Yoshida
- Department of Pathology and Tumor Biology, Graduate School of Medicine, Kyoto University, Yoshida-Konoe-cho, Sakyo-ku, Kyoto-shi, Kyoto 606-8501, Japan
| | - Theresia N Koorenhof-Scheele
- Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands
| | - Ruth Knops
- Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands
| | - Louis T van de Locht
- Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands
| | - Aniek O de Graaf
- Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands
| | - Marion Massop
- Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands
| | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Albert-Schweitzer-Campus 1, 48149 Münster, Germany
| | - Martin Dugas
- Institute of Medical Informatics, University of Münster, Albert-Schweitzer-Campus 1, 48149 Münster, Germany
| | - Marian J Stevens-Kroef
- Department of Human Genetics, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands
| | - Jaroslav Cermak
- Institute of Hematology and Blood Transfusion, U Nemocnice 1, 128 20 Prague 2, Czech Republic
| | - Yuichi Shiraishi
- Human Genome Center, Institute of Medical Science, The University of Tokyo, 4-6-1, Shirokanedai, Minato-ku, Tokyo 108-8639 Japan
| | - Kenichi Chiba
- Human Genome Center, Institute of Medical Science, The University of Tokyo, 4-6-1, Shirokanedai, Minato-ku, Tokyo 108-8639 Japan
| | - Hiroko Tanaka
- Human Genome Center, Institute of Medical Science, The University of Tokyo, 4-6-1, Shirokanedai, Minato-ku, Tokyo 108-8639 Japan
| | - Satoru Miyano
- Human Genome Center, Institute of Medical Science, The University of Tokyo, 4-6-1, Shirokanedai, Minato-ku, Tokyo 108-8639 Japan
| | - Theo de Witte
- Department of Tumor Immunology, Radboud University Medical Center, Radboud Institute for Molecular Life Sciences, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands
| | - Nicole M A Blijlevens
- Department of Hematology, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands
| | - Petra Muus
- Department of Hematology, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands
| | - Gerwin Huls
- Department of Hematology, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands.,Department of Hematology, University Medical Centre Groningen, PO Box 30001, 9700 RB Groningen, The Netherlands
| | - Bert A van der Reijden
- Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands
| | - Seishi Ogawa
- Department of Pathology and Tumor Biology, Graduate School of Medicine, Kyoto University, Yoshida-Konoe-cho, Sakyo-ku, Kyoto-shi, Kyoto 606-8501, Japan
| | - Joop H Jansen
- Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA Nijmegen, The Netherlands
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Sandmann S, de Graaf AO, van der Reijden BA, Jansen JH, Dugas M. GLM-based optimization of NGS data analysis: A case study of Roche 454, Ion Torrent PGM and Illumina NextSeq sequencing data. PLoS One 2017; 12:e0171983. [PMID: 28222155 PMCID: PMC5319672 DOI: 10.1371/journal.pone.0171983] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [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: 08/16/2016] [Accepted: 01/30/2017] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND There are various next-generation sequencing techniques, all of them striving to replace Sanger sequencing as the gold standard. However, false positive calls of single nucleotide variants and especially indels are a widely known problem of basically all sequencing platforms. METHODS We considered three common next-generation sequencers-Roche 454, Ion Torrent PGM and Illumina NextSeq-and applied standard as well as optimized variant calling pipelines. Optimization was achieved by combining information of 23 diverse parameters characterizing the reported variants and generating individually calibrated generalized linear models. Models were calibrated using amplicon-based targeted sequencing data (19 genes, 28,775 bp) from seven to 12 myelodysplastic syndrome patients. Evaluation of the optimized pipelines and platforms was performed using sequencing data from three additional myelodysplastic syndrome patients. RESULTS Using standard analysis methods, true mutations were missed and the obtained results contained many artifacts-no matter which platform was considered. Analysis of the parameters characterizing the true and false positive calls revealed significant platform- and variant specific differences. Application of optimized variant calling pipelines considerably improved results. 76% of all false positive single nucleotide variants and 97% of all false positive indels could be filtered out. Positive predictive values could be increased by factors of 1.07 to 1.27 in case of single nucleotide variant calling and by factors of 3.33 to 53.87 in case of indel calling. Application of the optimized variant calling pipelines leads to comparable results for all next-generation sequencing platforms analyzed. However, regarding clinical diagnostics it needs to be considered that even the optimized results still contained false positive as well as false negative calls.
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Affiliation(s)
- Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | | | | | - Joop H. Jansen
- Laboratory Hematology, RadboudUMC, Nijmegen, Netherlands
| | - Martin Dugas
- Institute of Medical Informatics, University of Münster, Münster, Germany
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Varghese J, Kleine M, Gessner SI, Sandmann S, Dugas M. Medical Effect of Venous Thromboembolism Prophylaxis Systems and Common Input Categories: Preliminary Findings from a Systematic Review. Stud Health Technol Inform 2017; 245:1175-1179. [PMID: 29295288] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Computerized Clinical Decision Support Systems (CDSS) are implemented in hospitals to improve prevention of Venous Thromboembolisms (VTE). A physician-driven review was conducted to assess extent of patient outcome effects of recently published CDSS studies. To facilitate future re-implementations within existing hospital information systems, input variables of included systems were extracted, standardized and annotated with semantic codes. Item category coverages of the different systems were then compared. 73% of studies showed positive medical effect. Of these, 53% showed strong positive medical effect by reducing incidence of deep vein thromboses and pulmonary embolisms. Outcome-improving systems tend to cover more item categories. A broad set of clinically relevant input variables should be taken into account or reused from the electronic health record if considering CDSS implementation. Input data models are provided for download in different standardized formats. Site-specific organizational factors that determine how systems are introduced, implemented and tested are also crucial for success.
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Affiliation(s)
- Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Maren Kleine
- School of Public Health, Bielefeld University, Bielefeld, Germany
| | | | - Sarah Sandmann
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Martin Dugas
- Institute of Medical Informatics, University of Münster, Münster, Germany
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Abstract
Irritable bowel syndrome (IBS) is the most common cause of non-organic recurrent abdominal pain in children. IBS is a clinical diagnosis, which is based on the Rome IV criteria for functional gastrointestinal disorders in children, as well as the patient's history. The diagnosis of IBS is established following the exclusion of organic causes of recurrent abdominal pain. Staggered investigations should be avoided because they might increase the child's and family's anxiety in the absence of an organic diagnosis. In most cases, providing a positive diagnosis of IBS and explaining the current understanding of the functional pathophysiology of the condition and management strategies gives reassurance to the child and their family. Management is based on dietary, pharmacological and biopsychosocial interventions. IBS can be a debilitating condition, with effects on activities of daily living, education and social interactions. Nurses working in various clinical settings will encounter children with IBS and have an important role in the management of children with this condition.
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Abstract
Coeliac disease is an immune-mediated systemic disorder caused by ingestion of gluten. The condition presents classically with gastrointestinal signs including diarrhoea, bloating, weight loss and abdominal pain, but presentations can include extra-intestinal symptoms such as iron-deficiency anaemia, faltering growth, delayed puberty and mouth ulcers. Some children are at higher risk of developing coeliac disease, for example those with a strong family history, certain genetic disorders and other autoimmune conditions. If coeliac disease is suspected, serological screening with anti-tissue transglutaminase titres should be performed and the diagnosis may be confirmed by small bowel biopsy while the child remains on a normal (gluten-containing) diet. Modified European guidelines recommend that symptomatic children with anti-tissue transglutaminase titres more than ten times the upper limit of normal, and positive human leucocyte antigen (HLA)-DQ2 or HLA-DQ8 status, do not require small bowel biopsy for diagnosis of coeliac disease. Management of the disease involves strict adherence to a lifelong gluten-free diet, which should lead to resolution of symptoms and prevention of long-term complications. Healthcare professionals should be aware of the varied presentations of coeliac disease to ensure timely screening and early initiation of a gluten-free diet.
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Affiliation(s)
| | | | - Sarah Pidgeon
- Bristol Royal Hospital for Children, Bristol, England
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Jennings N, Sandmann S, Paul SP. Childhood coeliac disease: diagnostic pathways update. Nurs Times 2015; 111:15-17. [PMID: 26449041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
The modification of European guidelines now enables coeliac disease to be diagnosed without a small-bowel biopsy in a selective group of symptomatic children. The recommendations have been adopted by the Coeliac UK and the British Society of Paediatric Gastroenterology, Hepatology and Nutrition. As well as highlighting how health professionals can help identify coeliac disease at an earlier stage, this article details the amendments to the guidance and the diagnostic pathways that should be followed.
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Gnoth MJ, Sandmann S, Engel K, Radtke M. In vitro to in vivo comparison of the substrate characteristics of sorafenib tosylate toward P-glycoprotein. Drug Metab Dispos 2010; 38:1341-6. [PMID: 20413726 DOI: 10.1124/dmd.110.032052] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Sorafenib (Nexavar) is a novel oral Raf kinase and vascular endothelial growth factor receptor inhibitor. Most anticancer drugs are substrates for ATP-binding cassette efflux pumps especially for P-glycoprotein (P-gp). To evaluate the influence of P-gp on the pharmacokinetics of sorafenib substrate properties for this transporter were investigated. Therefore, permeability of sorafenib across Caco-2 and P-gp-overexpressing cells was determined. To determine the in vivo relevance of these in vitro findings, pharmacokinetics of sorafenib in mdr1a/1b(-/-) and wild-type (WT) mice was studied. Sorafenib is highly permeable and exhibits a slight efflux across Caco-2 cells. In P-gp-overexpressing cells, a small concentration-dependent efflux was observed, which was completely blocked by the addition of ivermectin. In mdr1a/1b(-/-) and WT mice, unchanged compound represented by far the majority of radioactivity in plasma. After intravenous and oral administration, brain/plasma concentration ratios in mdr1a/1b(-/-) mice were 1.3- to 1.5-fold higher than those in WT mice. However, after intravenous or oral administration, plasma concentrations were similar in both mouse strains. In conclusion, sorafenib is highly permeable and a weak P-gp substrate in vitro. These findings were confirmed by the small factor of 1.3 to 1.5 observed for the brain/plasma ratios in mdr1a/1b(-/-) versus WT mice in vivo. Based on these in vitro and in vivo results, it is unlikely that P-gp has a major effect on the plasma concentrations of sorafenib in humans. Because of the high permeability and low P-gp-mediated transport, sorafenib might be able to cross the blood-brain barrier and target tumors within the brain.
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Affiliation(s)
- M J Gnoth
- Drug Metabolism and Pharmacokinetics, Bayer Schering Pharma AG, Wuppertal, Germany.
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Weinz C, Buetehorn U, Daehler HP, Kohlsdorfer C, Pleiss U, Sandmann S, Schlemmer KH, Schwarz T, Steinke W. Pharmacokinetics of BAY 59-7939 – an oral, direct Factor Xa inhibitor – in rats and dogs. Xenobiotica 2008; 35:891-910. [PMID: 16308283 DOI: 10.1080/00498250500250493] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.4] [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: 10/25/2022]
Abstract
The pharmacokinetics of BAY 59-7939 - a novel, oral, direct Factor Xa inhibitor - were investigated in rats and dogs in support of preclinical safety studies and clinical development. BAY 59-7939 was rapidly absorbed after oral dosing, with an absolute bioavailability of 57-66% in rats, and 60-86% in dogs. Plasma pharmacokinetics of BAY 59-7939 were linear across the investigated dose range (1-10 mg kg(-1) in rats, 0.3-3 mg kg(-1) in dogs). Plasma clearance was low: 0.4 l kg(-1) h(-1) in rats and 0.3 l kg(-1) h(-1) in dogs; volume of distribution (V(ss)) was moderate: 0.3 l kg(-1) in rats, and 0.4 l kg(-1) in dogs. The elimination half-life after oral administration was short in both species (0.9-2.3 h). Whole-body autoradiography showed moderate tissue affinity. No retention or small volume enrichments of BAY 59-7939-related radioactivity were observed. The plasma-protein binding of BAY 59-7939 was high, species dependent and fully reversible. BAY 59-7939 was rapidly excreted in rats and dogs, and was not irreversibly retained. A dual mode of excretion (biliary/faecal and renal) was observed. In summary, BAY 59-7939 had a favourable, predictable pharmacokinetic profile, with high oral bioavailability and a dual route of excretion.
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Affiliation(s)
- C Weinz
- Drug Metabolism and Isotope Chemistry, Bayer HealthCare AG, Wuppertal, Germany.
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Grus FH, Joachim SC, Sandmann S, Thiel U, Bruns K, Lackner KJ, Pfeiffer N. Transthyretin and complex protein pattern in aqueous humor of patients with primary open-angle glaucoma. Mol Vis 2008; 14:1437-45. [PMID: 18682810 PMCID: PMC2493027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2008] [Accepted: 07/25/2008] [Indexed: 10/27/2022] Open
Abstract
PURPOSE To analyze protein patterns in the aqueous humor of glaucoma patients in comparison to control subject using two different methods. METHODS Aqueous humor was collected from 52 patients with primary open-angle glaucoma (POAG) and from 55 control subjects (CO). Twenty-two POAG samples and 24 CO samples were used for protein profiling through surface enhanced laser desorption/ionization-time of flight-mass spectrometry (SELDI-TOF-MS) ProteinChip arrays. The data were analyzed by multivariate statistical methods and artificial neural networks. One highly significant biomarker was identified through matrix assisted laser desorption/ionisation time of flight-mass spectrometry (MALDI-TOF). Thirty samples from patients with POAG and 31 control samples were analyzed through two-dimensional electrophoresis. Subsequently, the protein spots of all gels were detected, and the two groups were compared. One spot group exhibiting clear differential abundance was identified by mass spectrometry (electrospray ionization mass spectrometry). RESULTS In the samples analyzed by SELDI-TOF-MS, about 250 protein peaks could be consistently clustered in both groups. The analyses revealed eight biomarkers, which discriminated glaucoma from non-glaucoma controls with a sensitivity of 90% and a specificity of 87%. These biomarkers were purified further, and one marker, which was upregulated in glaucoma patients (p=0.006), was identified as transthyretin. The upregulation of transthyretin in POAG patients was also confirmed by enzyme linked immunosorbent assay (ELISA; p=0.03). In all samples analyzed by two-dimensional electrophoresis, complex protein patterns were detected in a total of 177 spot groups. The aqueous humor of all glaucoma patients revealed some regions that were clearly different from the controls. Several spots were significantly increased in the aqueous humor of glaucoma patients. One of the proteins that is highly abundant in the aqueous of glaucoma patients was identified as transthyretin. CONCLUSIONS The aqueous humor of glaucoma patients revealed characteristic differences in protein/peptide profiles from control patients using two different analytical methods, SELDI-TOF-MS and two-dimensional electrophoresis. Interestingly, we could detect elevated transthyretin concentrations in glaucoma samples. Transthyretin might play a role in the onset of glaucoma since it has been shown to form amyloid deposits. These particles could cause outflow obstructions thereby increasing intraocular pressure as a possible onset mechanism.
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Affiliation(s)
- F. H. Grus
- Experimental Ophthalmology, Department of Ophthalmology, Johannes Gutenberg University, Mainz, Germany
| | - S. C. Joachim
- Experimental Ophthalmology, Department of Ophthalmology, Johannes Gutenberg University, Mainz, Germany
| | - S. Sandmann
- Experimental Ophthalmology, Department of Ophthalmology, Johannes Gutenberg University, Mainz, Germany
| | - U. Thiel
- Experimental Ophthalmology, Department of Ophthalmology, Johannes Gutenberg University, Mainz, Germany
| | - K. Bruns
- Department of Clinical Chemistry and Laboratory Medicine, Johannes Gutenberg-University, Mainz, Germany
| | - K. J. Lackner
- Department of Clinical Chemistry and Laboratory Medicine, Johannes Gutenberg-University, Mainz, Germany
| | - N. Pfeiffer
- Experimental Ophthalmology, Department of Ophthalmology, Johannes Gutenberg University, Mainz, Germany
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Sandmann S, Meisel H, Razanskiene A, Wolbert A, Pohl B, Krüger DH, Sasnauskas K, Ulrich R. Detection of Human Hantavirus Infections in Lithuania. Infection 2005; 33:66-72. [PMID: 15827873 DOI: 10.1007/s15010-005-4058-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2004] [Accepted: 08/03/2004] [Indexed: 11/25/2022]
Abstract
BACKGROUND In Europe certain hantaviruses are known to cause hemorrhagic fever with renal syndrome of different severity. The objective of the present investigation was to study the presence of hantavirus infections in Lithuania. MATERIAL AND METHODS Two different serum panels from cancer patients (n = 438) and blood donors (n = 299) from Lithuania were tested by monoclonal antibody capture IgG ELISA using yeast-expressed recombinant nucleocapsid (rN) proteins of Puumala virus (PUUV), Hantaan virus (HTNV) and Dobrava virus (DOBV). The reactivity of ELISA-positive sera was proven in Western blot tests using various hantavirus rN proteins. Selected serum samples were further analyzed by focus reduction neutralization assays. RESULTS In the IgG ELISA 39 sera from the cancer patients and four sera from blood donors were found to be reactive with at least one of the rN proteins. By immunoblot using the three yeast-expressed rN proteins, the ELISA reactivity of 36 of 39 and two of four serum samples from cancer patients and blood donors, respectively, was confirmed; this corresponds to a seroprevalence of 8.2% and 0.7%, respectively. In ELISA, the majority of the samples reacted exclusively with rN proteins of HTNV and DOBV (31 of 36 and one of two in the two groups). In the group of sera selected for serotyping by focus reduction neutralization assay, this dominance was confirmed by the identification of eight DOBV but only four PUUV infections. No infection by HTNV or another hantavirus besides DOBV and PUUV was verified. Anti-hantavirus-positive human sera were detected in all seven investigated counties of Lithuania. CONCLUSION In Lithuania at least two hantaviruses, DOBV and PUUV, circulate and cause human infections. Additional investigations are needed to study the seroprevalence more precisely and to search for clinical cases of hantavirus infections.
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Affiliation(s)
- S Sandmann
- Institute of Virology, Charité Medical School, Campus Mitte, Berlin, Germany
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Sandmann S, Yu M, Kaschina E, Blume A, Bouzinova E, Aalkjaer C, Unger T. Differential effects of angiotensin AT1 and AT2 receptors on the expression, translation and function of the Na+-H+ exchanger and Na+-HCO3- symporter in the rat heart after myocardial infarction. J Am Coll Cardiol 2001; 37:2154-65. [PMID: 11419902 DOI: 10.1016/s0735-1097(01)01287-6] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.0] [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: 01/12/2023]
Abstract
OBJECTIVES This study investigated the role of angiotensin receptor subtype 1 (AT1) and angiotensin receptor subtype 2 (AT2) in the regulation of Na+-H+ exchanger (NHE) and Na+-HCO3 symporter (NBC) in the infarcted myocardium. BACKGROUND The cardiac renin-angiotensin system is activated after myocardial infarction (MI), and both angiotensin AT1 and AT2 receptors are upregulated in the myocardium. METHODS Na+-H+ exchanger isoform-1 and NBC-1 gene expression were determined by reverse transcription polymerase chain reaction and Northern blot analysis; protein levels by Western blot analysis; and activity by measurement of H+ transport in left ventricular (LV) free wall, interventricular septum (IS) and right ventricle (RV) after induction of MI. Rats were treated with placebo, the angiotensin-converting enzyme inhibitor ramipril (1 mg/kg/day), the AT1 receptor antagonist valsartan (10 mg/kg/day) or the AT2 receptor antagonist PD 123319 (30 mg/kg/day). Treatment was started seven days before surgery. RESULTS Na+-H+ exchanger isoform-1 and NBC-1 messenger RNA (mRNA) expression and protein levels were increased twofold in the LV free wall after MI, whereas no changes were observed in the IS and RV. Na+-dependent H+ flux was increased in the LV free wall. Ramipril inhibited mRNA and protein upregulation of both transporters. Valsartan inhibited the upregulation of NHE-1 mRNA and protein but had no effect on NBC-1 mRNA expression and translation. In contrast, PD 123319 abolished the upregulation of NBC-1 mRNA and protein but had no effect on NHE-1 upregulation. Ramipril and valsartan prevented post-MI increase in NHE-1 activity, whereas ramipril and PD 123319 decreased NBC-1 activity. CONCLUSIONS Angiotensin II via its AT1 and AT2 receptors differentially controls transcriptional and translational regulation as well as the activity of NHE-1 and NBC-1 in the ischemic myocardium and contributes to the control of pH regulation in cardiac tissue.
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Affiliation(s)
- S Sandmann
- Institute of Pharmacology, University of Kiel, Germany
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Sandmann S, Yu M, Unger T. Transcriptional and translational regulation of calpain in the rat heart after myocardial infarction--effects of AT(1) and AT(2) receptor antagonists and ACE inhibitor. Br J Pharmacol 2001; 132:767-77. [PMID: 11159730 PMCID: PMC1572603 DOI: 10.1038/sj.bjp.0703860] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.2] [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] [Indexed: 11/08/2022] Open
Abstract
1. Recent studies demonstrated that the cardiac calpain system is activated during ischaemic events and is involved in cardiomyocyte injury. The aim of this study was to investigate the contribution of AT(1) and AT(2) receptors in the regulation of calpain-mediated myocardial damage following myocardial infarction (MI). 2. Infarcted animals were treated either with placebo, the ACE inhibitor ramipril (1 mg kg(-1) d(-1)), the AT(1) receptor antagonist valsartan (10 mg kg(-1) d(-1)) or the AT(2) receptor antagonist PD 123319 (30 mg kg(-1) d(-1)). Treatment was started 7 days prior to surgery. On day 1, 3, 7 and 14 after MI, gene expression and protein levels of calpain I, II and calpastatin were determined in left ventricular free wall (LVFW) and interventricular septum (IS). At day 3 and 14 post MI, morphological investigations were performed. 3. Calpain I mRNA expression and protein levels were increased in IS 14 days post MI, whereas mRNA expression and protein levels of calpain II were maximally increased in LVFW 3 days post MI. Ramipril and valsartan decreased mRNA and protein up-regulation of calpain I and II, and reduced infarct size and interstitial fibrosis. PD 123319 did not affect calpain I or II up-regulation in the infarcted myocardium, but decreased interstitial fibrosis. Calpastatin expression and translation were not affected by AT receptor antagonists or ACE inhibitor. 4. Our data demonstrate a distinct, temporary-spatial up-regulation of calpain I and II following MI confer with the hypothesis of calpain I being involved in cardiac remodelling in the late and calpain II contributing to cardiac tissue damage in the early phase of MI. The up-regulation of calpain I and II is partly mediated via the AT(1) receptor and can be reduced by ACE inhibitors and AT(1) receptor antagonists.
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Affiliation(s)
- S Sandmann
- Institute of Pharmacology, Christian-Albrechts-University of Kiel, Hospitalstr. 4, 24105 Kiel, Germany.
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Sandmann S, Claas R, Cleutjens JP, Daemen MJ, Unger T. Calcium channel blockade limits cardiac remodeling and improves cardiac function in myocardial infarction-induced heart failure in rats. J Cardiovasc Pharmacol 2001; 37:64-77. [PMID: 11152376 DOI: 10.1097/00005344-200101000-00008] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.3] [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: 11/25/2022]
Abstract
Calcium channel antagonists (CCAs) have been proposed to prevent cardiac events after myocardial infarction (MI). However, unwanted effects, such as negative inotropy, limit their use in many cases. The aim of this study was to compare the effects of long-term treatment with the CCAs, mibefradil, verapamil, and amlodipine, administered before and after chronic MI on myocardial remodeling and cardiac function. MI was induced by permanent ligation of the left coronary artery in male Wistar rats. Infarcted animals were treated with placebo, mibefradil (10 mg/kg/d po), verapamil (8 mg/kg bid po), or amlodipine (4 mg/kg/d po). Treatment was started 7 days before or 3 h after MI induction. Six weeks after MI, mean arterial blood pressure (MAP), heart rate (HR), left ventricular end diastolic pressure (LVEDP), and cardiac contractility (dP/dt(max)) were measured. Morphometric parameters such as infarct size (IS), left ventricular dilation (LVD), septal thickness (ST), and cardiac fibrosis were determined in picrosirius red-stained hearts. Six weeks after MI, MAP and dP/dt(max) were decreased, whereas LVEDP and HR were increased in placebo-treated controls. The hearts featured an IS of 45%, left ventricular dilation, cardiac fibrosis, and septal thinning. MAP of all CCA-treated animals was increased, whereas LVEDP was decreased and dP/dt(max) increased 7-day pre- and 3-h post-MI started in mibefradil- and amlodipine-treated animals, but not in verapamil-treated animals. In contrast to amlodipine treatment, before and after MI started mibefradil and verapamil treatment decreased HR. Pretreatment with all CCA reduced IS and increased ST, whereas only mibefradil and amlodipine pretreatment prevented LVD and cardiac fibrosis. After MI started treatment with mibefradil and amlodipine reduced IS and cardiac fibrosis, and increased ST. Long-term treatment with the CCAs mibefradil, verapamil, and amlodipine reduced myocardial remodeling and improved cardiac function in MI-induced heart failure in rats.
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Affiliation(s)
- S Sandmann
- Institute of Pharmacology, Christian-Albrechts-University of Kiel, Germany.
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Spitznagel H, Chung O, Xia Q, Rossius B, Illner S, Jähnichen G, Sandmann S, Reinecke A, Daemen MJ, Unger T. Cardioprotective effects of the Na(+)/H(+)-exchange inhibitor cariporide in infarct-induced heart failure. Cardiovasc Res 2000; 46:102-10. [PMID: 10727658 DOI: 10.1016/s0008-6363(99)00428-9] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.9] [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: 11/23/2022] Open
Abstract
OBJECTIVE We investigated the effect of chronic treatment with the new Na(+)/H(+)-exchange inhibitor, cariporide, on cardiac function and remodelling 6 weeks after myocardial infarction (MI) in rats. METHODS Treatment with cariporide was commenced either 1 week pre or 30 min, 3 h, 24 h or 7 days after ligation of the left ventricular artery and was continued until haemodynamic parameters were obtained 6 weeks after MI in conscious rats. RESULTS Compared to sham animals, untreated MI-controls developed pronounced heart failure after 6 weeks. Basal left ventricular end-diastolic pressure (in mmHg) was reduced in the groups in which cariporide was started 1 week pre (16.0+/-1.7) or 30 min (12.5+/-1.1), 3 h (11.8+/-1.0) and 24 h (13.0+/-2.5) after MI compared to untreated MI-controls (22. 4+/-1.5; P<0.01). Basal myocardial contractility (in 1000 mmHg/s) was only increased when treatment was initiated after 30 min (9. 0+/-0.7), 3 h (8.5+/-0.3) and 24 h (8.0+/-0.7) compared to untreated MI-controls (5.8+/-0.7; P<0.05-0.01). Infarct size (in % of left ventricular circumference) was 40.0+/-2.1 in MI-controls and was decreased when treatment was begun after 30 min (32.6+/-2.7) or 3 h (32.4+/-2.3) (P<0.05). In animals, in which cariporide was started 3 h after induction of MI, heart weight/body weight ratio was significantly decreased, indicating reduced cardiac hypertrophy. When treatment started 7 days after MI, cariporide did not exert any beneficial actions on structural and functional cardiac parameters. CONCLUSION Our results show for the first time that chronic treatment with the Na(+)/H(+)-exchange inhibitor cariporide engendered marked cardioprotective effects when commenced before and up to 24 h after MI. The optimal time for the start of treatment was between 30 min and 3 h post MI.
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Affiliation(s)
- H Spitznagel
- Institute of Pharmacology, Christian-Albrechts-University Kiel, Hospitalstrasse 4, D-24105, Kiel, Germany
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Sandmann S, Bohle RM, Dreyer T, Unger T. The T-type calcium channel blocker mibefradil reduced interstitial and perivascular fibrosis and improved hemodynamic parameters in myocardial infarction-induced cardiac failure in rats. Virchows Arch 2000; 436:147-57. [PMID: 10755606 DOI: 10.1007/pl00008215] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.1] [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: 11/26/2022]
Abstract
Fibrillar collagen accumulates within the interstitium and around coronary arteries following cardiac failure and is responsible for abnormal myocardial stiffness and reduced coronary performance associated with impaired cardiac function. The aim of the study was to determine the effects of long-term treatment with the T-type calcium channel antagonist mibefradil on myocardial remodeling and cardiac function after chronic myocardial infarction (MI). MI was induced by permanent ligation of the left coronary artery in male Wistar rats. Animals were assigned to sham-operated, placebo-treated or mibefradil-treated (10 mg/kg per day p.o.) MI groups. Treatment with mibefradil was started either 7 days before, 24 h after, or 7 days after ligation and continued for 6 weeks after MI. At this time point, mean arterial blood pressure (MAP), heart rate (HR), left ventricular end-diastolic pressure (LVEDP) and cardiac contractility (dP/dt(max)) were measured in conscious rats. Morphometric parameters were determined in picrosirius red-stained hearts: total heart weight (THW), interstitial and perivascular collagen volume fraction (ICVF, PCVF), myocardial infarct size (IS), vascular perimeter (VP), inner vascular diameter (IVD) and media thickness (MT). Six weeks after MI, MAP and dP/dt(max) were decreased, and LVEDP was increased in placebo-treated animals. In mibefradil-treated animals whose treatment started 7 days before or 24 h after MI, MAP and dP/dt(max) were higher, and LVEDP was lower than in placebo-treated controls. THW, ICVF, PCVF and MT were higher in placebo-treated animals. Mibefradil treatment resulted in higher ICVF and IS, higher VP and IVD (when started 7 days before MI) and lower PCVF and MT (when started 7 days before or 24 h after MI) than were observed in placebo-treated controls. Chronic treatment with mibefradil reduced interstitial and perivascular fibrosis and improved cardiac function in MI-induced heart failure in rats. Cardiac remodeling was best prevented when treatment was begun before the ischemic event.
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Affiliation(s)
- S Sandmann
- Institute of Pharmacology, Christian-Albrechts-University of Kiel, Germany.
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Xia QG, Chung O, Spitznagel H, Sandmann S, Illner S, Rossius B, Jähnichen G, Reinecke A, Gohlke P, Unger T. Effects of a novel angiotensin AT(1) receptor antagonist, HR720, on rats with myocardial infarction. Eur J Pharmacol 1999; 385:171-9. [PMID: 10607873 DOI: 10.1016/s0014-2999(99)00731-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [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: 10/17/2022]
Abstract
Cardiac remodeling after myocardial infarction is associated with impaired ventricular function and heart failure and has important implications for survival. The purpose of the present study was to assess the effects of chronic treatment with a novel angiotensin AT(1) receptor antagonist 2-butyl-4-(methylthio-)-1-[[2'[[[(propylamino)carbonyl]amino]sulfonyl ](1,1'-biphenyl)-4-yl]methyl]-1H-imidazole-5-carboxylate (HR720), on cardiac remodeling and left ventricular dysfunction in a rat model of large myocardial infarction. Rats were subjected to permanent ligation of the left coronary artery and were treated for six weeks with placebo or HR720 (3 mg/kg/day) initiated 24 h after surgery. Sham-operated rats served as normal controls. Mean arterial blood pressure, the maximum rate of rise of the left ventricular systolic pressure (dP/dt(max)), left ventricular end-diastolic pressure, left ventricular inner diameter and circumference, septal thickness, left ventricular collagen content and heart weight were measured at the end of the treatment. HR720 treatment versus placebo attenuated the cardiac hypertrophy (heart weight/body weight: 2.88+/-0.08 mg/g vs. 3.16+/-0.09 mg/g, P<0.05), reduced interstitial collagen content (3. 47+/-0.28% vs. 5.25+/-0.45%, P<0.01), limited infarct size (33.0+/-3. 0% vs. 41.5+/-2.3%, P<0.05), decreased left ventricular end-diastolic pressure (13.7+/-2.2 vs. 21.4+/-1.6 mm Hg, P<0.01) and improved dP/dt(max) (9000+/-430 vs. 6000+/-840 mm Hg/s, P<0.05). The present results demonstrate that chronic treatment with the angiotensin AT(1) receptor antagonist HR720 can limit infarct size, partially prevent cardiac hypertrophic remodeling and improve left ventricular function in rats with myocardial infarction.
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Affiliation(s)
- Q G Xia
- Institute of Pharmacology, Christian-Albrechts-University of Kiel, Hospitalstr. 4, 24105, Kiel, Germany
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Min JY, Sandmann S, Meissner A, Unger T, Simon R. Differential effects of mibefradil, verapamil, and amlodipine on myocardial function and intracellular Ca(2+) handling in rats with chronic myocardial infarction. J Pharmacol Exp Ther 1999; 291:1038-44. [PMID: 10565822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/14/2023] Open
Abstract
Mibefradil is a selective T-type Ca(2+) channel blocker that exerts a potent vasodilating but weak inotropic action. The present study compared mibefradil with traditional L-type Ca(2+) channel blockers in regard to the effects of chronic oral administration on hemodynamics, contractility, and intracellular Ca(2+) handling in failing myocardium from postinfarction rats. Male Wistar rats with ligation-induced myocardial infarction were assigned to placebo or treatment with mibefradil (10 mg/kg/day), verapamil (8 mg/kg/day), or amlodipine (4 mg/kg/day) by oral gavage starting 7 days before the induction of myocardial infarction. Six weeks after myocardial infarction, hemodynamic measurements were performed in conscious animals. In addition, isometric force and free [Ca(2+)](i) were determined in isolated left ventricular papillary muscles. Placebo-treated rats exhibited a decreased mean atrial pressure, an increased left ventricular end-diastolic pressure, and a reduced rate of pressure rise compared with sham-operated animals. Mibefradil treatment significantly improved all of these parameters, whereas both amlodipine and verapamil exerted only minor effects. beta-Adrenergic stimulation with isoproterenol (ISO) enhanced contractility and Ca(2+) availability in papillary muscles from sham-operated rats, whereas the ISO-induced inotropic effect in muscles from placebo-treated rats was severely blunted. Chronic mibefradil treatment significantly improved the inotropic response to ISO stimulation, although the Ca(2+)(i) availability appeared to be less than in muscles from placebo-treated animals. In contrast, both verapamil and amlodipine did not restore the inotropic and Ca(2+)(i) modulating effect of ISO in remodeled myocardium. Thus, T-type Ca(2+) current appears to be of pathophysiological relevance in postischemic reperfused myocardium.
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Affiliation(s)
- J Y Min
- Department of Cardiology, University of Kiel, Germany
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