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Heath SG, Naughton JD, Magon NJ, Gray SG, Smith BR, Morris VK, Göbl C. Characterizing the amyloid core region of the tumor suppressor protein p16 INK4a using a limited proteolysis and peptide-based approach. J Biol Chem 2024; 300:107590. [PMID: 39032649 PMCID: PMC11375262 DOI: 10.1016/j.jbc.2024.107590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 07/04/2024] [Accepted: 07/11/2024] [Indexed: 07/23/2024] Open
Abstract
The human tumor suppressor p16INK4a is a small monomeric protein that can form amyloid structures. Formation of p16INK4a amyloid fibrils is induced by oxidation which creates an intermolecular disulfide bond. The conversion into amyloid is associated with a change from an all α-helical structure into β-sheet fibrils. Currently, structural insights into p16INK4a amyloid fibrils are lacking. Here, we investigate the amyloid-forming regions of this tumor suppressor using isotope-labeling limited-digestion mass spectrometry analysis. We discover two key regions that likely form the structured core of the amyloid. Further investigations using thioflavin-T fluorescence assays, electron microscopy, and solution nuclear magnetic resonance spectroscopy of shorter peptide regions confirm the self-assembly of the identified sequences that include methionine and leucine repeat regions. This work describes a simple approach for studying protein motifs involved in the conversion of monomeric species into aggregated fibril structures. It provides insight into the polypeptide sequence underlying the core structure of amyloid p16INK4a formed after a unique oxidation-driven structural transition.
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Affiliation(s)
- Sarah G Heath
- Mātai Hāora - Centre for Redox Biology and Medicine, Department of Pathology and Biomedical Science, University of Otago, Christchurch, New Zealand
| | - Jennifer D Naughton
- Mātai Hāora - Centre for Redox Biology and Medicine, Department of Pathology and Biomedical Science, University of Otago, Christchurch, New Zealand
| | - Nicholas J Magon
- Mātai Hāora - Centre for Redox Biology and Medicine, Department of Pathology and Biomedical Science, University of Otago, Christchurch, New Zealand
| | - Shelby G Gray
- School of Biological Sciences, University of Canterbury, Christchurch, New Zealand
| | - Briana R Smith
- Mātai Hāora - Centre for Redox Biology and Medicine, Department of Pathology and Biomedical Science, University of Otago, Christchurch, New Zealand
| | - Vanessa K Morris
- School of Biological Sciences, University of Canterbury, Christchurch, New Zealand; Biomolecular Interaction Centre, University of Canterbury, Christchurch, New Zealand.
| | - Christoph Göbl
- Mātai Hāora - Centre for Redox Biology and Medicine, Department of Pathology and Biomedical Science, University of Otago, Christchurch, New Zealand; Biomolecular Interaction Centre, University of Canterbury, Christchurch, New Zealand.
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2
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Chen L, Zhou X, Zeng T, Pan X, Zhang YH, Huang T, Fang Z, Cai YD. Recognizing Pattern and Rule of Mutation Signatures Corresponding to Cancer Types. Front Cell Dev Biol 2021; 9:712931. [PMID: 34513841 PMCID: PMC8427289 DOI: 10.3389/fcell.2021.712931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 07/02/2021] [Indexed: 11/20/2022] Open
Abstract
Cancer has been generally defined as a cluster of systematic malignant pathogenesis involving abnormal cell growth. Genetic mutations derived from environmental factors and inherited genetics trigger the initiation and progression of cancers. Although several well-known factors affect cancer, mutation features and rules that affect cancers are relatively unknown due to limited related studies. In this study, a computational investigation on mutation profiles of cancer samples in 27 types was given. These profiles were first analyzed by the Monte Carlo Feature Selection (MCFS) method. A feature list was thus obtained. Then, the incremental feature selection (IFS) method adopted such list to extract essential mutation features related to 27 cancer types, find out 207 mutation rules and construct efficient classifiers. The top 37 mutation features corresponding to different cancer types were discussed. All the qualitatively analyzed gene mutation features contribute to the distinction of different types of cancers, and most of such mutation rules are supported by recent literature. Therefore, our computational investigation could identify potential biomarkers and prediction rules for cancers in the mutation signature level.
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Affiliation(s)
- Lei Chen
- School of Life Sciences, Shanghai University, Shanghai, China.,College of Information Engineering, Shanghai Maritime University, Shanghai, China
| | - Xianchao Zhou
- School of Life Sciences and Technology, ShanghaiTech University, Shanghai, China.,Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tao Zeng
- CAS Key Laboratory of Computational Biology, Bio-Med Big Data Center, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Xiaoyong Pan
- Key Laboratory of System Control and Information Processing, Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, Ministry of Education of China, Shanghai, China
| | - Yu-Hang Zhang
- Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
| | - Tao Huang
- CAS Key Laboratory of Computational Biology, Bio-Med Big Data Center, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.,Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, Shanghai, China
| | - Zhaoyuan Fang
- Zhejiang University-University of Edinburgh Institute, Zhejiang University School of Medicine, Haining, China
| | - Yu-Dong Cai
- School of Life Sciences, Shanghai University, Shanghai, China
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3
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Alam MNU. Computational assessment of somatic and germline mutations of p16INK4a: Structural insights and implications in disease. INFORMATICS IN MEDICINE UNLOCKED 2019. [DOI: 10.1016/j.imu.2019.100208] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
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4
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Blackburn PR, Tischer A, Zimmermann MT, Kemppainen JL, Sastry S, Knight Johnson AE, Cousin MA, Boczek NJ, Oliver G, Misra VK, Gavrilova RH, Lomberk G, Auton M, Urrutia R, Klee EW. A Novel Kleefstra Syndrome-associated Variant That Affects the Conserved TPL X Motif within the Ankyrin Repeat of EHMT1 Leads to Abnormal Protein Folding. J Biol Chem 2017; 292:3866-3876. [PMID: 28057753 PMCID: PMC5339767 DOI: 10.1074/jbc.m116.770545] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2016] [Revised: 01/05/2017] [Indexed: 12/26/2022] Open
Abstract
Kleefstra syndrome (KS) (Mendelian Inheritance in Man (MIM) no. 610253), also known as 9q34 deletion syndrome, is an autosomal dominant disorder caused by haploinsufficiency of euchromatic histone methyltransferase-1 (EHMT1). The clinical phenotype of KS includes moderate to severe intellectual disability with absent speech, hypotonia, brachycephaly, congenital heart defects, and dysmorphic facial features with hypertelorism, synophrys, macroglossia, protruding tongue, and prognathism. Only a few cases of de novo missense mutations in EHMT1 giving rise to KS have been described. However, some EHMT1 variants have been described in individuals presenting with autism spectrum disorder or mild intellectual disability, suggesting that the phenotypic spectrum resulting from EHMT1 alterations may be quite broad. In this report, we describe two unrelated patients with complex medical histories consistent with KS in whom next generation sequencing identified the same novel c.2426C>T (p.P809L) missense variant in EHMT1. To examine the functional significance of this novel variant, we performed molecular dynamics simulations of the wild type and p.P809L variant, which predicted that the latter would have a propensity to misfold, leading to abnormal histone mark binding. Recombinant EHMT1 p.P809L was also studied using far UV circular dichroism spectroscopy and intrinsic protein fluorescence. These functional studies confirmed the model-based hypotheses and provided evidence for protein misfolding and aberrant target recognition as the underlying pathogenic mechanism for this novel KS-associated variant. This is the first report to suggest that missense variants in EHMT1 that lead to protein misfolding and disrupted histone mark binding can lead to KS.
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Affiliation(s)
- Patrick R Blackburn
- From the Center for Individualized Medicine and.,the Department of Health Science Research, Mayo Clinic, Jacksonville, Florida 32224
| | - Alexander Tischer
- the Division of Hematology, Departments of Internal Medicine and Biochemistry and Molecular Biology
| | - Michael T Zimmermann
- the Department of Health Science Research, Division of Biomedical Statistics and Informatics
| | | | - Sujatha Sastry
- the Department of Pediatrics, Division of Genetics and Metabolic Disorders, Wayne State University School of Medicine, Detroit, Michigan 48201, and
| | - Amy E Knight Johnson
- the Department of Human Genetics, University of Chicago, Chicago, Illinois 60637
| | - Margot A Cousin
- the Center for Individualized Medicine.,the Department of Health Science Research
| | - Nicole J Boczek
- the Center for Individualized Medicine.,the Department of Health Science Research
| | | | - Vinod K Misra
- the Department of Pediatrics, Division of Genetics and Metabolic Disorders, Wayne State University School of Medicine, Detroit, Michigan 48201, and
| | | | - Gwen Lomberk
- the Laboratory of Epigenetics and Chromatin Dynamics, Epigenomics Translational Program, Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905
| | - Matthew Auton
- the Division of Hematology, Departments of Internal Medicine and Biochemistry and Molecular Biology
| | - Raul Urrutia
- the Laboratory of Epigenetics and Chromatin Dynamics, Epigenomics Translational Program, Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905,
| | - Eric W Klee
- the Department of Clinical Genomics, .,the Center for Individualized Medicine.,the Department of Health Science Research
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Fahham N, Sardari S, Ostad SN, Vaziri B, Ghahremani MH. C-terminal domain of p16(INK4a) is adequate in inducing cell cycle arrest, growth inhibition and CDK4/6 interaction similar to the full length protein in HT-1080 fibrosarcoma cells. J Cell Biochem 2011; 111:1598-606. [PMID: 21053367 DOI: 10.1002/jcb.22892] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The tumor suppressor p16(INK4a) has earned widespread attention in cancer studies since its discovery as an inhibitor of cyclin-dependent kinases (CDKs) 4/6. Structurally, it consists of four complete ankyrin repeats, believed to be involved in CDK4 interaction. According to the previous disparities concerning the importance of domains and inactivating mutations in p16, we aimed to search for the domain possessing the functional properties of the full length protein. Upon our in silico screening analyses followed by experimental assessments, we have identified the novel minimum functional domain of p16 to be the C-terminal half including ankyrin repeats III, IV and the C-terminal flanking region accompanied by loops 2 and 3. Transfection of this truncated form into HT-1080 human fibrosarcoma cells, lacking endogenous p16, revealed that it is able to inhibit cell growth and proliferation equivalent to p16(INK4a). The functional analysis showed that this fragment like p16 can interact with CDK4/6, block the entry into S phase of the cell cycle and suppress growth as indicated by colony formation assay. Identification of p16 minimum functional domain can be of benefit to the future peptidomimetic drug design as well as gene transfer for cancer therapy.
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Affiliation(s)
- Najmeh Fahham
- Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
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Zhang B, Liu JF, Xu Y, Ng SC. Crystal structure of HsEg5 in complex with clinical candidate CK0238273 provides insight into inhibitory mechanism, potency, and specificity. Biochem Biophys Res Commun 2008; 372:565-70. [PMID: 18503753 DOI: 10.1016/j.bbrc.2008.05.074] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2008] [Accepted: 05/14/2008] [Indexed: 10/22/2022]
Abstract
HsEg5 is an important mitotic kinesin responsible for bipolar spindle formation at early mitosis. A rich body of evidence shows that inhibition of HsEg5 can result in mitotic arrest followed by cellular apoptosis. Recently identified HsEg5 inhibitor, CK0238273, exhibits potent antitumor activity and is currently in clinical trial. Here we report the cocrystal structure of the motor domain of HsEg5 in complex with CK0238273 at a 2.15 A resolution. Compared to the previously published HsEg5-Monastrol complex structure, CK0238273 shares the same induced-fit pocket with similar allosteric inhibitory mechanism. However, CK0238273 shows better fitting to the binding pocket with 65% increase of hydrophobic interaction area than that of Monastrol. Some unique hydrophilic interactions were also observed mostly between the phenyl ring and 8-chloro on quinazolinone of CK0238273 with ARG221 and GLY217. We believe that the combination of these interactions defines the superior potency and specificity of CK0238273.
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Affiliation(s)
- Bin Zhang
- ArQule Biomedical Institute, ArQule Incorporated, 333 Providence Highway, Norwood, MA 02062, USA.
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8
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Zhang B, Senator D, Wilson CJ, Ng SC. Development of a high-throughput robotic fluorescence-based assay for HsEg5 inhibitor screening. Anal Biochem 2006; 345:326-35. [PMID: 16125662 DOI: 10.1016/j.ab.2005.07.020] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2005] [Accepted: 07/06/2005] [Indexed: 11/30/2022]
Abstract
HsEg5 has microtubule-activated ATPase activity and plays essential roles in bipolar spindle formation. Because HsEg5 is validated as an attractive cancer target, in vitro biochemical assays have been developed for identifying compounds with high inhibitory activity. Several compounds, including quinazoline ring-containing compounds, have been identified and are currently in clinical trials. Although considerable progress has been made during recent years, limitations of HsEg5 in vitro screening assays still reside in two main aspects. First, colorimetric-based assays exhibit relatively low sensitivity and limited dynamic range that are unable to accurately measure compounds with nanomolar potencies. Second, current fluorescence assays are relatively low throughput without "mix and read" homogeneous features. In this study, we describe a sensitive fluorescence-based assay for HsEg5-specific inhibitors. By coupling several enzymes' activities, the release of ADP was measured quantitatively through red fluorescent resorufin. The Km for ATP hydrolysis in this assay was calculated as 23 microM. The known HsEg5 inhibitors CK0106023 and CK0238273 gave IC50 values of 9.8 and 30.6 nM, respectively. Our fluorescence assay has a 20-fold increase in sensitivity with broader dynamic range when compared with a colorimetric assay. We further automated this assay for high-throughput screening with a Z' factor of 0.8.
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Affiliation(s)
- Bin Zhang
- Department of Chemical Genomics, ArQule Inc., Woburn, MA 01801, USA.
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Lubman OY, Kopan R, Waksman G, Korolev S. The crystal structure of a partial mouse Notch-1 ankyrin domain: repeats 4 through 7 preserve an ankyrin fold. Protein Sci 2005; 14:1274-81. [PMID: 15802643 PMCID: PMC2253258 DOI: 10.1110/ps.041184105] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Folding and stability of proteins containing ankyrin repeats (ARs) is of great interest because they mediate numerous protein-protein interactions involved in a wide range of regulatory cellular processes. Notch, an ankyrin domain containing protein, signals by converting a transcriptional repression complex into an activation complex. The Notch ANK domain is essential for Notch function and contains seven ARs. Here, we present the 2.2 A crystal structure of ARs 4-7 from mouse Notch 1 (m1ANK). These C-terminal repeats were resistant to degradation during crystallization, and their secondary and tertiary structures are maintained in the absence of repeats 1-3. The crystallized fragment adopts a typical ankyrin fold including the poorly conserved seventh AR, as seen in the Drosophila Notch ANK domain (dANK). The structural preservation and stability of the C-terminal repeats shed a new light onto the mechanism of hetero-oligomeric assembly during Notch-mediated transcriptional activation.
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Affiliation(s)
- Olga Y Lubman
- Department of Molecular Biology and Pharmacology, Washington University School of Medicine, St. Louis, Missouri 63110, USA
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Stroh JG, Loulakis P, Lanzetti AJ, Xie J. LC-mass spectrometry analysis of N- and C-terminal boundary sequences of polypeptide fragments by limited proteolysis. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2005; 16:38-45. [PMID: 15653362 DOI: 10.1016/j.jasms.2004.08.018] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2004] [Revised: 08/31/2004] [Accepted: 08/31/2004] [Indexed: 05/24/2023]
Abstract
Limited proteolysis is an important and widely used method for analyzing the tertiary structure and determining the domain boundaries of proteins. Here we describe a novel method for determining the N- and C-terminal boundary amino acid sequences of products derived from limited proteolysis using semi-specific and/or non-specific enzymes, with mass spectrometry as the only analytical tool. The core of this method is founded on the recognition that cleavage of proteins with non-specific proteases is not random, but patterned. Based on this recognition, we have the ability to determine the sequence of each proteolytic fragment by extracting a common association between data sets containing multiple potential sequences derived from two or more different mass spectral molecular weight measurements. Proteolytic product sequences derived from specific and non-specific enzymes can be accurately determined without resorting to the conventional time-consuming and laborious methods of SDS-PAGE and N-terminal sequencing analysis. Because of the sensitivity of mass spectrometry, multiple transient proteolysis intermediates can also be identified and analyzed by this method, which allows the ability to monitor the progression of proteolysis and thereby gain insight into protein structures.
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Affiliation(s)
- Justin G Stroh
- PGRD-Groton Laboratories, Pfizer Inc., Groton, Connecticut 06340, USA.
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Lubman OY, Korolev SV, Kopan R. Anchoring notch genetics and biochemistry; structural analysis of the ankyrin domain sheds light on existing data. Mol Cell 2004; 13:619-26. [PMID: 15023333 DOI: 10.1016/s1097-2765(04)00120-0] [Citation(s) in RCA: 81] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Notch signaling is important in development and in human disease. Notch receptors regulate transcription through direct interactions with several proteins at the promoter regions of target genes. To understand the mechanism of Notch signaling, numerous deletion and mutagenesis studies have been carried out to identify functional domains in Notch, but domain definition and their role during the assembly of the transcriptionally active complex remains controversial. Recently reported biophysical and structural studies of the Notch ANK domain permit us to reevaluate the existing domain assignments and their predicted functional role, thereby providing further insight into the mechanism of Notch signaling.
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Affiliation(s)
- Olga Y Lubman
- Department of Molecular Biology and Pharmacology and the Department of Medicine, Washington University School of Medicine, Saint Louis, MO 63104 USA
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