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1.
Blood ; 134(24): 2183-2194, 2019 12 12.
Article in English | MEDLINE | ID: mdl-31697807

ABSTRACT

Altered metabolism fuels 2 hallmark properties of cancer cells: unlimited proliferation and differentiation blockade. Adenosine monophosphate-activated protein kinase (AMPK) is a master regulator of bioenergetics crucial for glucose metabolism in acute myeloid leukemia (AML), and its inhibition delays leukemogenesis, but whether the metabolic function of AMPK alters the AML epigenome remains unknown. Here, we demonstrate that AMPK maintains the epigenome of MLL-rearranged AML by linking acetyl-coenzyme A (CoA) homeostasis to Bromodomain and Extra-Terminal domain (BET) protein recruitment to chromatin. AMPK deletion reduced acetyl-CoA and histone acetylation, displacing BET proteins from chromatin in leukemia-initiating cells. In both mouse and patient-derived xenograft AML models, treating with AMPK and BET inhibitors synergistically suppressed AML. Our results provide a therapeutic rationale to target AMPK and BET for AML therapy.


Subject(s)
AMP-Activated Protein Kinases/metabolism , Acetyl Coenzyme A/metabolism , Cell Cycle Proteins/metabolism , Leukemia, Myeloid, Acute/metabolism , Transcription Factors/metabolism , Acetylation , Animals , Cell Line, Tumor , Disease Models, Animal , Gene Expression Regulation, Leukemic , Histones/metabolism , Homeostasis , Humans , Leukemia, Myeloid, Acute/etiology , Leukemia, Myeloid, Acute/pathology , Mice , Neoplasm Grading , Protein Binding , Xenograft Model Antitumor Assays
2.
Blood ; 125(19): 2974-84, 2015 May 07.
Article in English | MEDLINE | ID: mdl-25778530

ABSTRACT

Isocitrate dehydrogenase 1 mutation (IDH1-R132H) was recently identified in acute myeloid leukemia with normal cytogenetics. The mutant enzyme is thought to convert α-ketoglutarate to the pathogenic 2-hydroxyglutarate (2-HG) that affects DNA methylation via inhibition of ten-eleven translocation 2. However, the role of wild-type IDH1 in normal hematopoiesis and its relevance to acute myeloid leukemia is unknown. Here we showed that zebrafish idh1 (zidh1) knockdown by morpholino and targeted mutagenesis by transcription activator-like effector nuclease might induce blockade in myeloid differentiation, as evident by an increase in pu.1 and decrease in mpo, l-plastin, and mpeg1 expression, and significantly reduce definitive hematopoiesis. Morpholino knockdown of zidh2 also induced a blockade in myeloid differentiation but definitive hematopoiesis was not affected. The hematopoietic phenotype of zidh1 knockdown was not rescuable by zidh2 messenger RNA, suggesting nonredundant functions. Overexpression of human IDH1-R132H or its zebrafish ortholog resulted in 2-HG elevation and expansion of myelopoiesis in zebrafish embryos. A human IDH1-R132H-specific inhibitor (AGI-5198) significantly ameliorated both hematopoietic and 2-HG responses in human but not zebrafish IDH1 mutant expression. The results provided important insights to the role of zidh1 in myelopoiesis and definitive hematopoiesis and of IDH1-R132H in leukemogenesis.


Subject(s)
Embryo, Nonmammalian/metabolism , Hematopoiesis/physiology , Isocitrate Dehydrogenase/genetics , Isocitrate Dehydrogenase/metabolism , Mutation/genetics , Myelopoiesis/physiology , Zebrafish/growth & development , Animals , Animals, Genetically Modified , Benzeneacetamides/pharmacology , Blotting, Western , Cells, Cultured , Embryo, Nonmammalian/cytology , Embryo, Nonmammalian/drug effects , Enzyme-Linked Immunosorbent Assay , Flow Cytometry , Gas Chromatography-Mass Spectrometry , Glutarates/metabolism , Humans , Image Processing, Computer-Assisted , Imidazoles/pharmacology , Immunoenzyme Techniques , Isocitrate Dehydrogenase/antagonists & inhibitors , Mutagenesis, Site-Directed , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction , Zebrafish/genetics , Zebrafish/metabolism
3.
Blood ; 123(16): 2518-29, 2014 Apr 17.
Article in English | MEDLINE | ID: mdl-24591202

ABSTRACT

FMS-like tyrosine kinase 3 (FLT3) is expressed in human hematopoietic stem and progenitor cells (HSPCs) but its role during embryogenesis is unclear. In acute myeloid leukemia (AML), internal tandem duplication (ITD) of FLT3 at the juxtamembrane (JMD) and tyrosine kinase (TKD) domains (FLT3-ITD(+)) occurs in 30% of patients and is associated with inferior clinical prognosis. TKD mutations (FLT3-TKD(+)) occur in 5% of cases. We made use of zebrafish to examine the role of flt3 in developmental hematopoiesis and model human FLT3-ITD(+) and FLT3-TKD(+) AML. Zebrafish flt3 JMD and TKD were remarkably similar to their mammalian orthologs. Morpholino knockdown significantly reduced the expression of l-plastin (pan-leukocyte), csf1r, and mpeg1 (macrophage) as well as that of c-myb (definitive HSPCs), lck, and rag1 (T-lymphocyte). Expressing human FLT3-ITD in zebrafish embryos resulted in expansion and clustering of myeloid cells (pu.1(+), mpo(+), and cebpα(+)) which were ameliorated by AC220 and associated with stat5, erk1/2, and akt phosphorylation. Human FLT3-TKD (D835Y) induced significant, albeit modest, myeloid expansion resistant to AC220. This study provides novel insight into the role of flt3 during hematopoiesis and establishes a zebrafish model of FLT3-ITD(+) and FLT3-TKD(+) AML that may facilitate high-throughput screening of novel and personalized agents.


Subject(s)
Hematopoiesis/genetics , Leukemia, Myeloid, Acute/genetics , Zebrafish Proteins/physiology , Zebrafish/physiology , fms-Like Tyrosine Kinase 3/physiology , Amino Acid Sequence , Animals , Animals, Genetically Modified , Conserved Sequence , Embryo, Nonmammalian , Humans , Molecular Sequence Data , Protein Structure, Tertiary/genetics , Sequence Homology, Amino Acid , Tandem Repeat Sequences , Transcriptome , Zebrafish/embryology , Zebrafish Proteins/chemistry , fms-Like Tyrosine Kinase 3/chemistry
4.
Proc Natl Acad Sci U S A ; 110(36): E3445-54, 2013 Sep 03.
Article in English | MEDLINE | ID: mdl-23946421

ABSTRACT

Stapled α-helical peptides have emerged as a promising new modality for a wide range of therapeutic targets. Here, we report a potent and selective dual inhibitor of MDM2 and MDMX, ATSP-7041, which effectively activates the p53 pathway in tumors in vitro and in vivo. Specifically, ATSP-7041 binds both MDM2 and MDMX with nanomolar affinities, shows submicromolar cellular activities in cancer cell lines in the presence of serum, and demonstrates highly specific, on-target mechanism of action. A high resolution (1.7-Å) X-ray crystal structure reveals its molecular interactions with the target protein MDMX, including multiple contacts with key amino acids as well as a role for the hydrocarbon staple itself in target engagement. Most importantly, ATSP-7041 demonstrates robust p53-dependent tumor growth suppression in MDM2/MDMX-overexpressing xenograft cancer models, with a high correlation to on-target pharmacodynamic activity, and possesses favorable pharmacokinetic and tissue distribution properties. Overall, ATSP-7041 demonstrates in vitro and in vivo proof-of-concept that stapled peptides can be developed as therapeutically relevant inhibitors of protein-protein interaction and may offer a viable modality for cancer therapy.


Subject(s)
Antineoplastic Agents/therapeutic use , Neoplasms/drug therapy , Peptides/therapeutic use , Proto-Oncogene Proteins c-mdm2/metabolism , Tumor Suppressor Protein p53/metabolism , Animals , Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacokinetics , Area Under Curve , Binding, Competitive , Cell Line, Tumor , Crystallography, X-Ray , Female , HCT116 Cells , Humans , MCF-7 Cells , Male , Mice , Mice, Nude , Models, Molecular , Neoplasms/metabolism , Neoplasms/pathology , Peptides/chemistry , Peptides/metabolism , Peptides, Cyclic/chemistry , Peptides, Cyclic/pharmacokinetics , Peptides, Cyclic/therapeutic use , Protein Binding , Protein Conformation , Protein Structure, Secondary , Proto-Oncogene Proteins c-mdm2/antagonists & inhibitors , Rats , Rats, Long-Evans , Xenograft Model Antitumor Assays
5.
Int J Hematol ; 120(4): 427-438, 2024 Oct.
Article in English | MEDLINE | ID: mdl-38750343

ABSTRACT

Acute myeloid leukemia (AML) is a heterogeneous hematologic malignancy primarily driven by an immature population of AML cells termed leukemia stem cells (LSCs) that are implicated in AML development, chemoresistance, and relapse. An emerging area of research in AML focuses on identifying and targeting the aberrant metabolism in LSCs. Dysregulated metabolism is involved in sustaining functional properties of LSCs, impeding myeloid differentiation, and evading programmed cell death, both in the process of leukemogenesis and in response to chemotherapy. This review discusses recent discoveries regarding the aberrant metabolic processes of AML LSCs that have begun to change the therapeutic landscape of AML.


Subject(s)
Leukemia, Myeloid, Acute , Neoplastic Stem Cells , Humans , Leukemia, Myeloid, Acute/metabolism , Leukemia, Myeloid, Acute/pathology , Neoplastic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , Animals , Cell Differentiation , Drug Resistance, Neoplasm
6.
Anal Chem ; 85(23): 11185-8, 2013 Dec 03.
Article in English | MEDLINE | ID: mdl-24215480

ABSTRACT

Peptide drugs have traditionally suffered from poor pharmacokinetic properties due to their conformational flexibility and the interaction of proteases with backbone amide bonds. "Stapled Peptides" are cyclized using an all-hydrocarbon cross-linking strategy to reinforce their α-helical conformation, yielding improved protease resistance and drug-like properties. Here we demonstrate that hydrogen exchange-mass spectrometry (HX-MS) effectively probes the conformational dynamics of Stapled Peptides derived from the survivin-borealin protein-protein interface and predicts their susceptibility to proteolytic degradation. In Stapled Peptides, amide exchange was reduced by over five orders-of-magnitude versus the native peptide sequence depending on staple placement. Furthermore, deuteration kinetics correlated directly with rates of proteolysis to reveal the optimal staple placement for improved drug properties.


Subject(s)
Deuterium Exchange Measurement/methods , Mass Spectrometry/methods , Peptide Fragments/analysis , Peptide Fragments/chemistry , Amino Acid Sequence , Forecasting , Hydrogen/chemistry , Molecular Sequence Data , Peptide Fragments/pharmacokinetics , Pharmacokinetics , Protein Conformation , Protein Structure, Tertiary
7.
Cell Stem Cell ; 29(3): 386-399.e7, 2022 03 03.
Article in English | MEDLINE | ID: mdl-35108519

ABSTRACT

Deregulation of transcription is a hallmark of acute myeloid leukemia (AML) that drives oncogenic expression programs and presents opportunities for therapeutic targeting. By integrating comprehensive pan-cancer enhancer landscapes with genetic dependency mapping, we find that AML-enriched enhancers encode for more selective tumor dependencies. We hypothesized that this approach could identify actionable dependencies downstream of oncogenic driver events and discovered a MYB-regulated AML-enriched enhancer regulating SEPHS2, a key component of the selenoprotein production pathway. Using a combination of patient samples and mouse models, we show that this enhancer upregulates SEPHS2, promoting selenoprotein production and antioxidant function required for AML survival. SEPHS2 and other selenoprotein pathway genes are required for AML growth in vitro. SEPHS2 knockout and selenium dietary restriction significantly delay leukemogenesis in vivo with little effect on normal hematopoiesis. These data validate the utility of enhancer mapping in target identification and suggest that selenoprotein production is an actionable target in AML.


Subject(s)
Leukemia, Myeloid, Acute , Selenium , Animals , Carcinogenesis/genetics , Enhancer Elements, Genetic/genetics , Humans , Leukemia, Myeloid, Acute/pathology , Mice , Oncogenes , Selenium/therapeutic use
8.
Sci Adv ; 7(30)2021 07.
Article in English | MEDLINE | ID: mdl-34290089

ABSTRACT

Metabolic dysregulation underlies malignant phenotypes attributed to cancer stem cells, such as unlimited proliferation and differentiation blockade. Here, we demonstrate that NAD+ metabolism enables acute myeloid leukemia (AML) to evade apoptosis, another hallmark of cancer stem cells. We integrated whole-genome CRISPR screening and pan-cancer genetic dependency mapping to identify NAMPT and NMNAT1 as AML dependencies governing NAD+ biosynthesis. While both NAMPT and NMNAT1 were required for AML, the presence of NAD+ precursors bypassed the dependence of AML on NAMPT but not NMNAT1, pointing to NMNAT1 as a gatekeeper of NAD+ biosynthesis. Deletion of NMNAT1 reduced nuclear NAD+, activated p53, and increased venetoclax sensitivity. Conversely, increased NAD+ biosynthesis promoted venetoclax resistance. Unlike leukemia stem cells (LSCs) in both murine and human AML xenograft models, NMNAT1 was dispensable for hematopoietic stem cells and hematopoiesis. Our findings identify NMNAT1 as a previously unidentified therapeutic target that maintains NAD+ for AML progression and chemoresistance.


Subject(s)
Leukemia, Myeloid, Acute , Nicotinamide-Nucleotide Adenylyltransferase , Animals , Apoptosis/genetics , Homeostasis , Humans , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/genetics , Mice , NAD/metabolism , Neoplastic Stem Cells/metabolism , Nicotinamide-Nucleotide Adenylyltransferase/genetics , Nicotinamide-Nucleotide Adenylyltransferase/metabolism
9.
Stem Cell Reports ; 16(8): 2014-2028, 2021 08 10.
Article in English | MEDLINE | ID: mdl-34242617

ABSTRACT

Histone variants contribute to the complexity of the chromatin landscape and play an integral role in defining DNA domains and regulating gene expression. The histone H3 variant H3.3 is incorporated into genic elements independent of DNA replication by its chaperone HIRA. Here we demonstrate that Hira is required for the self-renewal of adult hematopoietic stem cells (HSCs) and to restrain erythroid differentiation. Deletion of Hira led to rapid depletion of HSCs while differentiated hematopoietic cells remained largely unaffected. Depletion of HSCs after Hira deletion was accompanied by increased expression of bivalent and erythroid genes, which was exacerbated upon cell division and paralleled increased erythroid differentiation. Assessing H3.3 occupancy identified a subset of polycomb-repressed chromatin in HSCs that depends on HIRA to maintain the inaccessible, H3.3-occupied state for gene repression. HIRA-dependent H3.3 incorporation thus defines distinct repressive chromatin that represses erythroid differentiation of HSCs.


Subject(s)
Adult Stem Cells/metabolism , Cell Cycle Proteins/genetics , Cell Differentiation/genetics , Erythroid Cells/metabolism , Hematopoietic Stem Cells/metabolism , Histone Chaperones/genetics , Transcription Factors/genetics , Age Factors , Animals , Animals, Newborn , Cell Cycle Proteins/metabolism , Cell Self Renewal/genetics , Gene Expression Profiling/methods , Gene Ontology , Hematopoiesis/genetics , Histone Chaperones/metabolism , Histones/genetics , Histones/metabolism , Mice, Inbred C57BL , Mice, Knockout , Mice, Transgenic , RNA-Seq/methods , Transcription Factors/metabolism
10.
Hum Reprod ; 25(12): 2955-61, 2010 Dec.
Article in English | MEDLINE | ID: mdl-20940137

ABSTRACT

BACKGROUND: The Piwi subfamily of genes is involved in spermatogenesis for the maintenance and meiosis of germline stem cells. Mice bearing targeted mutations in Piwi genes (Miwi, Mili and Miwi2) are sterile with distinct defects in spermatogenesis. We hypothesized that Piwi gene polymorphisms could be a risk factor for spermatogenic failure. METHODS: For this study, 490 patients with idiopathic azoospermia or oligozoospermia and 468 fertile controls were recruited from an infertility clinic. Nine single nucleotide polymorphisms (SNPs) of four Piwi genes (PIWIL1/HIWI, PIWIL2/HILI, PIWIL3/HIWI3 and PIWIL4/HIWI2) were genotyped using the SNPstream® 12-plex platform and the Taqman method. RESULTS: An SNP in the 3'untranslated region of HIWI2 and a non-synonymous SNP in HIWI3 were significantly associated with an altered risk of oligozoospermia. The variant-containing genotypes of HIWI2 rs508485 exhibited a significantly increased risk, with an odds ratios (OR) of 1.49 [95% confidence interval (CI), 1.02-2.18], and individuals with HIWI3 non-synonymous rs11703684 variant genotypes exhibited a significantly reduced oligozoospermia risk (OR = 0.70; 95% CI, 0.49-1.00). The haplotype analysis showed that a common haplotype of HIWI2 was associated with a significant reduction in the risk of oligozoospermia (OR = 0.73, 95% CI, 0.56-0.97). In addition, to assess the cumulative effects, we performed a combined unfavourable genotype analysis. A significant trend towards increased risk of oligozoospermia with an increasing number of unfavourable genotypes was observed (P for trend < 0.001). CONCLUSIONS: We present the first epidemiologic evidence supporting the involvement of genetic polymorphisms in Piwi genes in spermatogenic failure.


Subject(s)
Azoospermia/genetics , Oligospermia/genetics , Proteins/genetics , RNA, Small Interfering/genetics , Spermatogenesis/genetics , Adult , Animals , Argonaute Proteins , Asian People/genetics , Genotype , Haplotypes , Humans , Male , Mice , Polymorphism, Single Nucleotide , RNA-Binding Proteins
11.
Reprod Biomed Online ; 21(5): 602-9, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20864414

ABSTRACT

The nucleotide-excision repair (NER) system is crucial for the removal of bulky DNA adducts during spermatogenesis. Dysfunction of its repair capacity is likely related to the increased susceptibility to DNA damage. In this study, four polymorphisms in NER pathway (XPA(-4) G/A, ERCC1 C8092A, XPD Lys751Gln and XPF Ser835Ser) were selected to evaluate their potential impact on sperm DNA damage and male infertility. Genotypes were determined by PCR-restriction fragment length polymorphism. Sperm DNA damage was evaluated by TdT-mediated dUDP nick-end labelling assay. A case-only study of 620 infertile men found a significant association between XPA(-4) G/A polymorphism and sperm DNA damage. Individuals with the XPA(-4) A allele showed more sperm DNA damage and lower sperm concentration than G allele carriers. Further analysis, including 620 patients and 385 controls, revealed a 1.52-fold risk (95% CI 1.08-2.02) of developing male infertility in the XPA(-4) AA carriers compared with noncarriers. Luciferase assay verified that the promoter with the XPA(-4) A allele had a lower transcriptional activity than that with the G allele. These data provide the first evidence that -4 G/A polymorphism in XPA promoter alters its transcriptional activity and, thus, might contribute to sperm DNA damage and male infertility. Sperm DNA integrity is essential for the accurate transmission of genetic information. To our knowledge, few studies have elucidated the effect of DNA repair gene single-nucleotide polymorphisms on sperm DNA integrity, although the DNA repair system is indispensable in maintaining genetic stability and normal spermatogenesis. In this original study, we evaluated the potential impact of the polymorphisms in the nucleotide-excision repair pathway on the risk of sperm DNA damage based on 620 infertile patients and 385 controls, and provided the first evidence that -4 G/A polymorphism in the promoter for the xeroderma pigmentosum group A gene altered its transcriptional activity, which might contribute to sperm DNA damage and male infertility.


Subject(s)
DNA Damage/genetics , DNA Repair/genetics , Infertility, Male/genetics , Xeroderma Pigmentosum Group A Protein/genetics , Adult , DNA-Binding Proteins/genetics , Endonucleases/genetics , Humans , Male , Polymorphism, Restriction Fragment Length , Promoter Regions, Genetic/genetics , Xeroderma Pigmentosum Group D Protein/genetics
12.
Stem Cell Reports ; 14(4): 575-589, 2020 04 14.
Article in English | MEDLINE | ID: mdl-32220330

ABSTRACT

ADP-ribosylation factor-like 4aa (Arl4aa) is a member of the ADP-ribosylation factor family. It is expressed in hematopoietic tissue during embryonic development, but its function was unknown. Zebrafish arl4aa is preferentially expressed in the ventral wall of the dorsal aorta (VDA) at 24 and 36 hpf and in caudal hematopoietic tissue at 48 hpf. Morpholino knockdown and transcription activator-like effector nuclease (TALEN) knockout of arl4aa significantly reduced expression of genes associated with definitive hematopoietic stem cells (HSCs). Golgi complex integrity in VDA was disrupted as shown by transmission electron microscopy and immunostaining of Golgi membrane Giantin. Mechanistically, arl4aa knockdown reduced Notch signaling in the VDA and its target gene expression. Protein expression of NICD was also reduced. Effects of arl4aa knockdown on definitive hematopoiesis could be restored by NICD expression. This study identified arl4aa as a factor regulating initiation of definitive HSCs by maintaining the integrity of Golgi complex and, secondarily, maturation of the Notch receptor.


Subject(s)
Golgi Apparatus/metabolism , Hemangioblasts/metabolism , Hematopoiesis , Zebrafish Proteins/metabolism , Zebrafish/metabolism , Animals , Base Sequence , Conserved Sequence , Crosses, Genetic , Down-Regulation , Endothelial Cells/metabolism , Endothelial Cells/ultrastructure , Humans , Models, Biological , Mutation/genetics , Receptors, Notch/metabolism , Signal Transduction , Transcription Activator-Like Effector Nucleases
13.
Nat Cell Biol ; 22(10): 1162-1169, 2020 10.
Article in English | MEDLINE | ID: mdl-32958856

ABSTRACT

Stem cells need to be protected from genotoxic and proteotoxic stress to maintain a healthy pool throughout life1-3. Little is known about the proteostasis mechanism that safeguards stem cells. Here we report endoplasmic reticulum-associated degradation (ERAD) as a protein quality checkpoint that controls the haematopoietic stem cell (HSC)-niche interaction and determines the fate of HSCs. The SEL1L-HRD1 complex, the most conserved branch of ERAD4, is highly expressed in HSCs. Deletion of Sel1l led to niche displacement of HSCs and a complete loss of HSC identity, and allowed highly efficient donor-HSC engraftment without irradiation. Mechanistic studies identified MPL, the master regulator of HSC identity5, as a bona fide ERAD substrate that became aggregated in the endoplasmic reticulum following ERAD deficiency. Restoration of MPL signalling with an agonist partially rescued the number and reconstitution capacity of Sel1l-deficient HSCs. Our study defines ERAD as an essential proteostasis mechanism to safeguard a healthy stem cell pool by regulating the stem cell-niche interaction.


Subject(s)
Endoplasmic Reticulum-Associated Degradation , Endoplasmic Reticulum/metabolism , Hematopoietic Stem Cells/cytology , Intracellular Signaling Peptides and Proteins/physiology , Receptors, Thrombopoietin/metabolism , Stem Cell Niche , Ubiquitin-Protein Ligases/metabolism , Animals , Female , Hematopoietic Stem Cells/metabolism , Humans , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Receptors, Thrombopoietin/genetics , Ubiquitin-Protein Ligases/genetics
14.
J Phys Chem B ; 112(40): 12801-15, 2008 Oct 09.
Article in English | MEDLINE | ID: mdl-18793007

ABSTRACT

Time-resolved measurements were conducted to relate the fluorescence lifetimes of dye-derivatized polypeptides to local conformational dynamics in trapped, unsolvated peptide ions. This research was performed to better understand the intramolecular interactions leading to the observed increase of fluorescence quenching with temperature and, in particular, how this quenching is related to conformational fluctuations. Dye-derivatized polyproline ions, Dye-[Pro] n -Arg (+)-Trp, are formed by electrospray ionization and trapped in a variable-temperature quadrupole ion trap where they are exposed to a pulsed laser which excites fluorescence. Lifetime data exhibit fluorescence quenching as a result of an interaction between the dye and tryptophan (Trp) side chain. This result is consistent with solution measurements performed for comparison. The lifetime temperature dependence is closely fit over the range 150-463 K by an Arrhenius model of the ensemble averaged quenching rate, k q. Model fits of the measured lifetimes yield a frequency prefactor of approximately 10 (11) s (-1) for k q characteristic of collective motions of the side chains identified in molecular dynamics (MD) simulations. The data fits also yield activation barriers of approximately 0.3 eV, which are comparable to intramolecular electrostatic interactions calculated between the unshielded charge on the Arg residue and the dye. As a result, the quenching rate appears to be determined by the rate of conformational fluctuations and not by the rate of a specific quenching mechanism. The peptide sequence of Dye-Trp-[Pro] n -Arg (+) was also studied and identified a dependence of the quenching rate on the electrostatic field in the vicinity of the dye, Trp pair. Molecular dynamics simulations were performed over the range of experimental measurements to study trajectories relevant to the quenching interaction. The MD simulations indicate that as the temperature is increased, conformational fluctuations in the presence of strong electrostatic fields of the charged Arg (+) residue can result in both (a) an increased number of dye and Trp separations <8 A and (b) increased exothermicity for electron transfer reactions between the dye and Trp. Consequently, the MD simulations are consistent with increased fluorescence quenching with temperature resulting from the occurrence of conformers having specific positions of the dye, Trp, and Arg (+). As a result, the fluorescence lifetime provides a local probe of conformational fluctuations averaged over the ion ensemble.


Subject(s)
Fluorescence , Peptides/chemistry , Computer Simulation , Models, Molecular , Protein Structure, Tertiary , Static Electricity , Temperature
15.
Exp Hematol ; 64: 33-44.e5, 2018 08.
Article in English | MEDLINE | ID: mdl-29751067

ABSTRACT

Recent advances in next-generation sequencing have identified novel mutations and revealed complex genetic architectures in human hematological malignancies. Moving forward, new methods to quickly generate animal models that recapitulate the complex genetics of human hematological disorders are needed to transform the genetic information to new therapies. Here, we used a ribonucleoprotein-based CRISPR/Cas9 system to model human clonal hematopoiesis of indeterminate potential and acute myeloid leukemia (AML). We edited multiple genes recurrently mutated in hematological disorders, including those encoding epigenetic regulators, transcriptional regulators, and signaling components in murine hematopoietic stem/progenitor cells. Tracking the clonal dynamics by sequencing the indels induced by CRISPR/Cas9 revealed clonal expansion in some recipient mice that progressed to AML initiated by leukemia-initiating cells. Our results establish that the CRISPR/Cas9-mediated multiplex mutagenesis can be used to engineer a variety of murine models of hematological malignancies with complex genetic architectures seen in human disease.


Subject(s)
CRISPR-Cas Systems , Clone Cells/pathology , Gene Editing/methods , Hematopoietic Stem Cells/pathology , Leukemia, Myeloid, Acute/pathology , Neoplastic Stem Cells/pathology , Animals , Bone Marrow Transplantation , CRISPR-Associated Protein 9 , Disease Models, Animal , Disease Progression , Female , Genes, Neoplasm , Humans , INDEL Mutation , Leukemia, Myeloid, Acute/genetics , Male , Mice , Mice, Inbred C57BL , Mutation , Preleukemia/genetics , Preleukemia/pathology , Ribonucleoproteins/genetics , Specific Pathogen-Free Organisms
16.
ACS Chem Biol ; 13(1): 53-59, 2018 01 19.
Article in English | MEDLINE | ID: mdl-29185700

ABSTRACT

A DNA-encoded macrocyclic peptide library was designed and synthesized with 2.4 × 1012 members composed of 4-20 natural and non-natural amino acids. Affinity-based selection was performed against two therapeutic targets, VHL and RSV N protein. On the basis of selection data, some peptides were selected for resynthesis without a DNA tag, and their activity was confirmed.


Subject(s)
Peptide Library , Peptides, Cyclic/chemistry , Peptides, Cyclic/pharmacology , Viral Proteins/metabolism , Von Hippel-Lindau Tumor Suppressor Protein/metabolism , Amino Acids/chemistry , DNA/chemistry , Drug Evaluation, Preclinical/methods , Molecular Targeted Therapy , Peptides, Cyclic/genetics , Polymerase Chain Reaction , Respiratory Syncytial Viruses , Viral Proteins/antagonists & inhibitors , Viral Proteins/chemistry , Von Hippel-Lindau Tumor Suppressor Protein/chemistry
17.
Methods Mol Biol ; 1633: 193-218, 2017.
Article in English | MEDLINE | ID: mdl-28735489

ABSTRACT

The recent advent of next-generation sequencing (NGS) has greatly accelerated identification of gene mutations in myeloid malignancies at unprecedented speed that will soon outpace their functional validation by conventional laboratory techniques and animal models. A high-throughput whole-organism model is useful for the functional validation of new mutations. We recently reported the use of zebrafish to evaluate the hematopoietic function of isocitrate dehydrogenase 1 (IDH1) and the effects of expressing human IDH1-R132H that is frequently identified in human acute myeloid leukemia (AML), in myelopoiesis, with a view to develop zebrafish as a model of AML. Here, we use IDH1 as an example to describe a comprehensive approach to evaluate hematopoietic gene function and the effects of mutations using zebrafish as a model.


Subject(s)
Disease Models, Animal , Embryo, Nonmammalian/metabolism , Isocitrate Dehydrogenase/genetics , Leukemia, Myeloid, Acute/genetics , Mutation , Animals , Embryo, Nonmammalian/cytology , Hematopoiesis , High-Throughput Nucleotide Sequencing , Humans , Leukemia, Myeloid, Acute/metabolism , Mutagenesis, Site-Directed , Phenotype , Zebrafish
19.
J Am Soc Mass Spectrom ; 17(4): 611-620, 2006 Apr.
Article in English | MEDLINE | ID: mdl-16490360

ABSTRACT

We have applied laser spray mass spectrometry developed by Hiraoka et al. to investigate the binding affinity of protein-mutant DNA complexes. The results were compared with our previous data of collision-induced dissociation (CID) experiments using electrospray ionization mass spectrometry (ESI-MS). Systematic experiments were carried out on the complexes of the c-Myb DNA binding domain (c-Myb DBD) bound to eight kinds of 16- or 22-mer point mutant double-stranded DNA (dsDNA), whose solution K(d) values are different in the range from 10(-9) M to 10(-7) M. The dissociation curve as a function of laser power was plotted for each complex, and the laser power where 50% of complex was dissociated (E(50%)) in population was obtained. The correlation coefficient between E(50%) and the relative binding free-energy change (DeltaDeltaG) of each complex formation in solutions was 0.9808, which is much better than the coefficient obtained by the previous ESI-CID experiments that was 0.859. In addition, complexes of the c-Myb DBD with five other mutant dsDNA were also examined to confirm that laser spray can be used to estimate the K(d) values of a DNA-protein complex in solutions if an appropriate calibration curve is available. In the process of laser spray, dissociations of these noncovalent complexes occur in solutions, but not in the gas phase. This differs greatly from ESI-CID. Laser spray mass spectrometry has been found to be better than ESI-CID in evaluating binding affinity of a protein to various mutant DNA.


Subject(s)
DNA/chemistry , DNA/genetics , Mass Spectrometry/methods , Proteins/chemistry , Amino Acid Sequence , Base Sequence , DNA/metabolism , In Vitro Techniques , Kinetics , Lasers , Macromolecular Substances , Mass Spectrometry/standards , Mass Spectrometry/statistics & numerical data , Molecular Sequence Data , Mutation , Protein Binding , Protein Conformation , Protein Structure, Tertiary , Proteins/metabolism , Proto-Oncogene Proteins c-myb/chemistry , Proto-Oncogene Proteins c-myb/genetics , Proto-Oncogene Proteins c-myb/metabolism , Quality Control , Salts , Sensitivity and Specificity , Solutions , Thermodynamics
20.
J Mass Spectrom ; 41(8): 1086-95, 2006 Aug.
Article in English | MEDLINE | ID: mdl-16830356

ABSTRACT

Laser spray, which is a newly developed ionization technique, can characterize the stability of noncovalent complexes in the solution phase. By using this advantage, laser spray has been applied to probe the intrinsic stability of double-stranded DNA (dsDNA) sequences and their binding affinities with various drugs in the solution phase. Systematic experiments were carried out using six 16-mer and three 22-mer dsDNA oligomers, together with the complexes of the 16-mer dsDNA with minor groove binders: berenil, Hoechst 33342, DAPI, and netropsin. Dissociation curves for each dsDNA or each complex were plotted as a function of laser power. The laser power (E50%), where 50% of each dsDNA or each complex was dissociated, was compared with its melting temperature (Tm) determined by UV spectroscopy. Linear correlations between E50% and Tm were obtained not only for the dsDNA oligomers (correlation factor r = 0.9835) but also for the 16-mer dsDNA complexes with minor groove binders (r = 0.9966). In addition, laser spray has successfully clarified the binding affinities of a 16-mer dsDNA with two intercalators: daunomycin and nogalamycin. In the case of the dsDNA-daunomycin complex, by changing the molar ratio of dsDNA : drug from 1 : 1 to 1 : 5, the concentration-dependent stability of the complex was confirmed by laser spray. The present results demonstrate that laser spray mass spectrometry can be a powerful and convenient method to investigate the relative binding affinities of dsDNA-ligand complexes in the solution phase, which could be applied to the early stage of high-throughput screening of drugs targeting for dsDNA.


Subject(s)
DNA/chemistry , DNA/drug effects , Pharmaceutical Preparations/chemistry , Hydrogen Bonding , Indicators and Reagents , Intercalating Agents/chemistry , Lasers , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Spectrophotometry, Ultraviolet
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