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Streuer A, Jann JC, Boch T, Mossner M, Riabov V, Schmitt N, Altrock E, Xu Q, Demmerle M, Nowak V, Oblaender J, Palme I, Weimer N, Rapp F, Metzgeroth G, Hecht A, Höger T, Merz C, Hofmann WK, Nolte F, Nowak D. Treatment with the apoptosis inhibitor Asunercept reduces clone sizes in patients with lower risk Myelodysplastic Neoplasms. Ann Hematol 2024; 103:1221-1233. [PMID: 38413410 PMCID: PMC10940491 DOI: 10.1007/s00277-024-05664-5] [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: 12/19/2023] [Accepted: 02/14/2024] [Indexed: 02/29/2024]
Abstract
In low-risk Myelodysplastic Neoplasms (MDS), increased activity of apoptosis-promoting factors such as tumor necrosis factor (TNFα) and pro-apoptotic Fas ligand (CD95L) have been described as possible pathomechanisms leading to impaired erythropoiesis. Asunercept (APG101) is a novel therapeutic fusion protein blocking CD95, which has previously shown partial efficacy in reducing transfusion requirement in a clinical phase I trial for low-risk MDS patients (NCT01736436; 2012-11-26). In the current study we aimed to evaluate the effect of Asunercept therapy on the clonal bone marrow composition to identify potential biomarkers to predict response. Bone marrow samples of n = 12 low-risk MDS patients from the above referenced clinical trial were analyzed by serial deep whole exome sequencing in a total of n = 58 time points. We could distinguish a mean of 3.5 molecularly defined subclones per patient (range 2-6). We observed a molecular response defined as reductions of dominant clone sizes by a variant allele frequency (VAF) decrease of at least 10% (mean 20%, range: 10.5-39.2%) in dependency of Asunercept treatment in 9 of 12 (75%) patients. Most of this decline in clonal populations was observed after completion of 12 weeks treatment. Particularly early and pronounced reductions of clone sizes were found in subclones driven by mutations in genes involved in regulation of methylation (n = 1 DNMT3A, n = 1 IDH2, n = 1 TET2). Our results suggest that APG101 could be efficacious in reducing clone sizes of mutated hematopoietic cells in the bone marrow of Myelodysplastic Neoplasms, which warrants further investigation.
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Affiliation(s)
- Alexander Streuer
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany.
| | - Johann-Christoph Jann
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Tobias Boch
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Maximilian Mossner
- Centre for Genomics and Computational Biology, Barts Cancer Institute, London, UK
| | - Vladimir Riabov
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Nanni Schmitt
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Eva Altrock
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Qingyu Xu
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Marie Demmerle
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Verena Nowak
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Julia Oblaender
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Iris Palme
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Nadine Weimer
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Felicitas Rapp
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Georgia Metzgeroth
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Anna Hecht
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | | | | | - Wolf-Karsten Hofmann
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Florian Nolte
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
| | - Daniel Nowak
- Department of Hematology and Oncology, Medical Faculty Mannheim of the Heidelberg University, Pettenkoferstr. 22, 68169, Mannheim, Germany
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Zhang H, Wu Y, Zhu Y, Ge L, Huang J, Qin Z. Identification and functional analysis of a serine protease inhibitor using machine learning strategy. Int J Biol Macromol 2024; 265:130852. [PMID: 38508547 DOI: 10.1016/j.ijbiomac.2024.130852] [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: 01/17/2024] [Revised: 03/03/2024] [Accepted: 03/11/2024] [Indexed: 03/22/2024]
Abstract
In the intricate realm of animal biology, a multitude of vital processes heavily rely on precisely orchestrated proteinase cascades, but the potential for havoc makes proteinase inhibitors indispensable, with serine proteinase inhibitors (serpins) at the forefront, serving as custodians of homeostasis and participating in various critical biological processes. Importantly, there are still many unexplored facets of serpin functionality. In this study, we focused on the serpin family proteins from Marsupenaeus japonicus, utilizing a fine-tuned pretrained protein language model. This approach led to the identification and evolutionary validation of 28 serpins, one of which, referred to as Mjserpin-1, was both computationally and experimentally demonstrated to show potential as an antiviral and apoptosis inhibitor. Our research unveils exciting prospects for the fusion of state-of-the-art artificial intelligence and rich bioinformatics, holding the promise of significant discoveries that could pave the way for future therapeutic advancements.
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Affiliation(s)
- Heqian Zhang
- Center for Biological Science and Technology, Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, Guangdong 519087, China.
| | - Yaxin Wu
- Center for Biological Science and Technology, Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, Guangdong 519087, China
| | - Yanran Zhu
- Center for Biological Science and Technology, Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, Guangdong 519087, China
| | - Liangjun Ge
- Center for Biological Science and Technology, Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, Guangdong 519087, China
| | - Jiaquan Huang
- Center for Biological Science and Technology, Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, Guangdong 519087, China.
| | - Zhiwei Qin
- Center for Biological Science and Technology, Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, Guangdong 519087, China.
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Liao S, Luo Y, Chunchai T, Singhanat K, Arunsak B, Benjanuwattra J, Apaijai N, Chattipakorn N, Chattipakorn SC. An apoptosis inhibitor suppresses microglial and astrocytic activation after cardiac ischemia/reperfusion injury. Inflamm Res 2022; 71:861-872. [PMID: 35655102 DOI: 10.1007/s00011-022-01590-2] [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: 10/02/2021] [Revised: 05/06/2022] [Accepted: 05/16/2022] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVE Microglial hyperactivation and apoptosis were observed following myocardial infarction and ischemia reperfusion (I/R) injury. This study aimed to test the hypothesis that the apoptosis inhibitor, Z-VAD, attenuates microglial and astrocytic hyperactivation and brain inflammation in rats with cardiac I/R injury. MATERIALS AND METHODS Rats were subjected to either sham or cardiac I/R operation (30 min-ischemia followed by 120-min reperfusion), rats in the cardiac I/R group were given either normal saline solution or Z-VAD at 3.3 mg/kg via intravenous injection 15 min prior to cardiac ischemia. Left ventricular ejection fraction (% LVEF) was determined during the cardiac I/R protocol. The brain tissues were removed and used to determine brain apoptosis, brain inflammation, microglial and astrocyte morphology. RESULTS Cardiac dysfunction was observed in rats with cardiac I/R injury as indicated by decreased %LVEF. In the brain, we found brain apoptosis, brain inflammation, microglia hyperactivation, and reactive astrogliosis occurred following cardiac I/R injury. Pretreatment with Z-VAD effectively increased %LVEF, reduced brain apoptosis, attenuated brain inflammation by decreasing IL-1β mRNA levels, suppressed microglial and astrocytic hyperactivation and proliferation after cardiac I/R injury. CONCLUSION Z-VAD exerts neuroprotective effects against cardiac I/R injury not only targeting apoptosis but also microglial and astrocyte activation.
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Affiliation(s)
- Suchan Liao
- Neurophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand.,Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai, 50200, Thailand.,Cardiac Electrophysiology Unit, Department of Physiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand
| | - Ying Luo
- Neurophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand.,Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai, 50200, Thailand.,Cardiac Electrophysiology Unit, Department of Physiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand
| | - Titikorn Chunchai
- Neurophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand.,Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai, 50200, Thailand
| | - Kodchanan Singhanat
- Neurophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand.,Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai, 50200, Thailand.,Cardiac Electrophysiology Unit, Department of Physiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand
| | - Busarin Arunsak
- Neurophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand.,Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai, 50200, Thailand
| | - Juthipong Benjanuwattra
- Neurophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand.,Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai, 50200, Thailand
| | - Nattayaporn Apaijai
- Neurophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand.,Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai, 50200, Thailand.,Cardiac Electrophysiology Unit, Department of Physiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand
| | - Nipon Chattipakorn
- Neurophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand.,Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai, 50200, Thailand.,Cardiac Electrophysiology Unit, Department of Physiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand
| | - Siriporn C Chattipakorn
- Neurophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand. .,Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai, 50200, Thailand. .,Department of Oral Biology and Diagnostic Sciences, Faculty of Dentistry, Chiang Mai University, Chiang Mai, 50200, Thailand.
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