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2.
Nature ; 629(8014): 1149-1157, 2024 May.
Article in English | MEDLINE | ID: mdl-38720070

ABSTRACT

In somatic tissue differentiation, chromatin accessibility changes govern priming and precursor commitment towards cellular fates1-3. Therefore, somatic mutations are likely to alter chromatin accessibility patterns, as they disrupt differentiation topologies leading to abnormal clonal outgrowth. However, defining the impact of somatic mutations on the epigenome in human samples is challenging due to admixed mutated and wild-type cells. Here, to chart how somatic mutations disrupt epigenetic landscapes in human clonal outgrowths, we developed genotyping of targeted loci with single-cell chromatin accessibility (GoT-ChA). This high-throughput platform links genotypes to chromatin accessibility at single-cell resolution across thousands of cells within a single assay. We applied GoT-ChA to CD34+ cells from patients with myeloproliferative neoplasms with JAK2V617F-mutated haematopoiesis. Differential accessibility analysis between wild-type and JAK2V617F-mutant progenitors revealed both cell-intrinsic and cell-state-specific shifts within mutant haematopoietic precursors, including cell-intrinsic pro-inflammatory signatures in haematopoietic stem cells, and a distinct profibrotic inflammatory chromatin landscape in megakaryocytic progenitors. Integration of mitochondrial genome profiling and cell-surface protein expression measurement allowed expansion of genotyping onto DOGMA-seq through imputation, enabling single-cell capture of genotypes, chromatin accessibility, RNA expression and cell-surface protein expression. Collectively, we show that the JAK2V617F mutation leads to epigenetic rewiring in a cell-intrinsic and cell type-specific manner, influencing inflammation states and differentiation trajectories. We envision that GoT-ChA will empower broad future investigations of the critical link between somatic mutations and epigenetic alterations across clonal populations in malignant and non-malignant contexts.


Subject(s)
Chromatin , Epigenesis, Genetic , Genotype , Mutation , Single-Cell Analysis , Animals , Female , Humans , Male , Mice , Antigens, CD34/metabolism , Cell Differentiation/genetics , Chromatin/chemistry , Chromatin/genetics , Chromatin/metabolism , Epigenesis, Genetic/genetics , Epigenome/genetics , Genome, Mitochondrial/genetics , Genotyping Techniques , Hematopoiesis/genetics , Hematopoietic Stem Cells/metabolism , Hematopoietic Stem Cells/pathology , Inflammation/genetics , Inflammation/pathology , Janus Kinase 2/genetics , Janus Kinase 2/metabolism , Megakaryocytes/metabolism , Megakaryocytes/pathology , Membrane Proteins/genetics , Myeloproliferative Disorders/genetics , Myeloproliferative Disorders/metabolism , Myeloproliferative Disorders/pathology , RNA/genetics , Clone Cells/metabolism
3.
Blood Adv ; 8(10): 2520-2526, 2024 May 28.
Article in English | MEDLINE | ID: mdl-38507746

ABSTRACT

ABSTRACT: Cytoreductive therapy is not routinely recommended for younger patients with polycythemia vera (PV) due to concern that treatment toxicity may outweigh therapeutic benefits. However, no systematic data support this approach. To support objective risk/benefit assessment of cytoreductive drugs in patients with PV aged <60 years (PV<60), this systematic review and meta-analysis was conducted to evaluate toxicity and disease-related complications in PV<60 treated with interferon alfa (rIFN-α) or hydroxyurea (HU). A search of PubMed, Scopus, Web of Science and Embase identified 693 unique studies with relevant keywords, of which 14 met inclusion criteria and were selected for analysis. The weighted average age of patients treated with rIFN-α was 48 years (n = 744 patients; 12 studies) and for HU was 56 years (n = 1397; 8 studies). The weighted average duration of treatment for either drug was 4.5 years. Using a Bayesian hierarchical model, the pooled annual rate of discontinuation due to toxicity was 5.2% for patients receiving rIFN-α (n = 587; 95% confidence interval [CI], 2.2-8.2) and 3.6% for HU (n = 1097; CI, 1-6.2). The average complete hematologic response for rIFN-α and HU was 62% and 52%, respectively. Patients experienced thrombotic events at a pooled annual rate of 0.79% and 1.26%; secondary myelofibrosis at 1.06% and 1.62%; acute myeloid leukemia at 0.14% and 0.26%; and death at 0.87% and 2.65%, respectively. No treatment-related deaths were reported. With acceptable rates of nonfatal toxicity, cytoreductive treatment, particularly with disease-modifying rIFN-α, may benefit PV<60. Future randomized trials prioritizing inclusion of PV<60 are needed to establish a long-term benefit of early cytoreductive treatment in these patients.


Subject(s)
Polycythemia Vera , Humans , Polycythemia Vera/drug therapy , Polycythemia Vera/complications , Treatment Outcome , Interferon-alpha/therapeutic use , Interferon-alpha/adverse effects , Hydroxyurea/therapeutic use , Hydroxyurea/adverse effects , Adult , Middle Aged , Cytoreduction Surgical Procedures , Age Factors
4.
J Clin Oncol ; 41(32): 4993-5004, 2023 Nov 10.
Article in English | MEDLINE | ID: mdl-36881782

ABSTRACT

PURPOSE: Standard therapy for myelofibrosis comprises Janus kinase inhibitors (JAKis), yet spleen response rates of 30%-40%, high discontinuation rates, and a lack of disease modification highlight an unmet need. Pelabresib (CPI-0610) is an investigational, selective oral bromodomain and extraterminal domain inhibitor (BETi). METHODS: MANIFEST (ClinicalTrails.gov identifier: NCT02158858), a global, open-label, nonrandomized, multicohort, phase II study, includes a cohort of JAKi-naïve patients with myelofibrosis treated with pelabresib and ruxolitinib. The primary end point is a spleen volume reduction of ≥ 35% (SVR35) at 24 weeks. RESULTS: Eighty-four patients received ≥ 1 dose of pelabresib and ruxolitinib. The median age was 68 (range, 37-85) years; 24% of patients were intermediate-1 risk, 61% were intermediate-2 risk, and 16% were high risk as per the Dynamic International Prognostic Scoring System; 66% (55 of 84) of patients had a hemoglobin level of < 10 g/dL at baseline. At 24 weeks, 68% (57 of 84) achieved SVR35, and 56% (46 of 82) achieved a total symptom score reduction of ≥ 50% (TSS50). Additional benefits at week 24 included 36% (29 of 84) of patients with improved hemoglobin levels (mean, 1.3 g/dL; median, 0.8 g/dL), 28% (16 of 57) with ≥ 1 grade improvement in fibrosis, and 29.5% (13 of 44) with > 25% reduction in JAK2V617F-mutant allele fraction, which was associated with SVR35 response (P = .018, Fisher's exact test). At 48 weeks, 60% (47 of 79) of patients had SVR35 response. Grade 3 or 4 toxicities seen in ≥ 10% patients were thrombocytopenia (12%) and anemia (35%), leading to treatment discontinuation in three patients. 95% (80 of 84) of the study participants continued combination therapy beyond 24 weeks. CONCLUSION: The rational combination of the BETi pelabresib and ruxolitinib in JAKi-naïve patients with myelofibrosis was well tolerated and showed durable improvements in spleen and symptom burden, with associated biomarker findings of potential disease-modifying activity.


Subject(s)
Janus Kinase Inhibitors , Primary Myelofibrosis , Humans , Aged , Janus Kinase Inhibitors/adverse effects , Primary Myelofibrosis/drug therapy , Protein Kinase Inhibitors/adverse effects , Nitriles/therapeutic use , Hemoglobins/therapeutic use , Janus Kinase 2/genetics , Treatment Outcome
7.
J Gen Physiol ; 154(10)2022 10 03.
Article in English | MEDLINE | ID: mdl-35939271

ABSTRACT

The epithelial Na+ channel (ENaC) is a heterotrimeric protein whose assembly, trafficking, and function are highly regulated. To better understand the biogenesis and activation of the channel, we quantified the expression of individual subunits of ENaC in rat kidneys and colon using calibrated Western blots. The estimated abundance for the three subunits differed by an order of magnitude with the order γENaC ∼ ßENaC ≫ αENaC in both organs. Transcript abundance in the kidney, measured with digital-drop PCR and RNAseq, was similar for the three subunits. In both organs, the calculated protein expression of all subunits was much larger than that required to account for maximal Na+ currents measured in these cells, implying a large excess of subunit protein. Whole-kidney biotinylation indicated that at least 5% of ß and γ subunits in the kidney and 3% in the colon were expressed on the surface under conditions of salt restriction, which maximizes ENaC-dependent Na+ transport. This indicates a 10- to 100-fold excess of ßENaC and γENaC subunits at the surface relative to the requirement for channel activity. We conclude that these epithelia make much more ENaC protein than is required for the physiological function of the channel. This could facilitate rapid regulation of the channels at the cell surface by insuring a large population of inactive, recruitable subunits.


Subject(s)
Epithelial Sodium Channels , Sodium , Animals , Cell Membrane/metabolism , Epithelial Sodium Channels/genetics , Epithelial Sodium Channels/metabolism , Epithelium/metabolism , Kidney/metabolism , Protein Subunits/metabolism , Rats , Sodium/metabolism
9.
Cancer Discov ; 12(9): 2120-2139, 2022 09 02.
Article in English | MEDLINE | ID: mdl-35789380

ABSTRACT

Polycomb repressive complex 2 (PRC2) has oncogenic and tumor-suppressive roles in cancer. There is clinical success of targeting this complex in PRC2-dependent cancers, but an unmet therapeutic need exists in PRC2-loss cancer. PRC2-inactivating mutations are a hallmark feature of high-grade malignant peripheral nerve sheath tumor (MPNST), an aggressive sarcoma with poor prognosis and no effective targeted therapy. Through RNAi screening in MPNST, we found that PRC2 inactivation increases sensitivity to genetic or small-molecule inhibition of DNA methyltransferase 1 (DNMT1), which results in enhanced cytotoxicity and antitumor response. Mechanistically, PRC2 inactivation amplifies DNMT inhibitor-mediated expression of retrotransposons, subsequent viral mimicry response, and robust cell death in part through a protein kinase R (PKR)-dependent double-stranded RNA sensor. Collectively, our observations posit DNA methylation as a safeguard against antitumorigenic cell-fate decisions in PRC2-loss cancer to promote cancer pathogenesis, which can be therapeutically exploited by DNMT1-targeted therapy. SIGNIFICANCE: PRC2 inactivation drives oncogenesis in various cancers, but therapeutically targeting PRC2 loss has remained challenging. Here we show that PRC2-inactivating mutations set up a tumor context-specific liability for therapeutic intervention via DNMT1 inhibitors, which leads to innate immune signaling mediated by sensing of derepressed retrotransposons and accompanied by enhanced cytotoxicity. See related commentary by Guil and Esteller, p. 2020. This article is highlighted in the In This Issue feature, p. 2007.


Subject(s)
Antineoplastic Agents , Neoplasms , Neurofibrosarcoma , Carcinogenesis/genetics , Humans , Mutation , Neoplasms/genetics , Neurofibrosarcoma/diagnosis , Neurofibrosarcoma/genetics , Neurofibrosarcoma/pathology , Polycomb Repressive Complex 2/genetics , Retroelements
10.
Cancer ; 128(13): 2420-2432, 2022 07 01.
Article in English | MEDLINE | ID: mdl-35499819

ABSTRACT

The development of targeted therapies for the treatment of myelofibrosis highlights a unique issue in a field that has historically relied on symptom relief, rather than survival benefit or modification of disease course, as key response criteria. There is, therefore, a need to understand what constitutes disease modification of myelofibrosis to advance appropriate drug development and therapeutic pathways. Here, the authors discuss recent clinical trial data of agents in development and dissect the potential for novel end points to act as disease modifying parameters. Using the rationale garnered from latest clinical and scientific evidence, the authors propose a definition of disease modification in myelofibrosis. With improved overall survival a critical outcome, alongside the normalization of hematopoiesis and improvement in bone marrow fibrosis, there will be an increasing need for surrogate measures of survival for use in the early stages of trials. As such, the design of future clinical trials will require re-evaluation and updating to incorporate informative parameters and end points with standardized definitions and methodologies.


Subject(s)
Primary Myelofibrosis , Disease Progression , Hematopoiesis , Humans , Primary Myelofibrosis/drug therapy
12.
J Exp Med ; 218(8)2021 08 02.
Article in English | MEDLINE | ID: mdl-34287647

ABSTRACT

Chronic obstructive pulmonary disease (COPD) is marked by airway inflammation and airspace enlargement (emphysema) leading to airflow obstruction and eventual respiratory failure. Microvasculature dysfunction is associated with COPD/emphysema. However, it is not known if abnormal endothelium drives COPD/emphysema pathology and/or if correcting endothelial dysfunction has therapeutic potential. Here, we show the centrality of endothelial cells to the pathogenesis of COPD/emphysema in human tissue and using an elastase-induced murine model of emphysema. Airspace disease showed significant endothelial cell loss, and transcriptional profiling suggested an apoptotic, angiogenic, and inflammatory state. This alveolar destruction was rescued by intravenous delivery of healthy lung endothelial cells. Leucine-rich α-2-glycoprotein-1 (LRG1) was a driver of emphysema, and deletion of Lrg1 from endothelial cells rescued vascular rarefaction and alveolar regression. Hence, targeting endothelial cell biology through regenerative methods and/or inhibition of the LRG1 pathway may represent strategies of immense potential for the treatment of COPD/emphysema.


Subject(s)
Endothelial Cells/pathology , Lung/pathology , Pulmonary Emphysema/pathology , Administration, Intravenous , Animals , Biomarkers/metabolism , Disease Models, Animal , Endothelial Cells/transplantation , Gene Expression Profiling , Gene Expression Regulation , Glycoproteins/metabolism , Humans , Lung/blood supply , Lung/physiopathology , Mice, Inbred C57BL , Neovascularization, Physiologic , Pancreatic Elastase/metabolism , Phenotype , Pulmonary Disease, Chronic Obstructive/genetics , Pulmonary Disease, Chronic Obstructive/pathology , Pulmonary Disease, Chronic Obstructive/physiopathology , Pulmonary Emphysema/genetics , Pulmonary Emphysema/physiopathology , Severity of Illness Index , Smoking , Transcriptome/genetics
13.
Commun Biol ; 4(1): 785, 2021 06 24.
Article in English | MEDLINE | ID: mdl-34168263

ABSTRACT

Quantitation of androgen receptor variant (AR-V) expression in circulating tumor cells (CTCs) from patients with metastatic castration-resistant prostate cancer (mCRPC) has great potential for treatment customization. However, the absence of a uniform CTC isolation platform and consensus on an analytical assay has prevented the incorporation of these measurements in routine clinical practice. Here, we present a single-CTC sensitive digital droplet PCR (ddPCR) assay for the quantitation of the two most common AR-Vs, AR-V7, and AR-v567es, using antigen agnostic CTC enrichment. In a cohort of 29 mCRPC patients, we identify AR-V7 in 66% and AR-v567es in 52% of patients. These results are corroborated using another gene expression platform (NanoStringTM) and by analysis of RNA-Seq data from patients with mCRPC (SU2C- PCF Dream Team). We next quantify AR-V expression in matching EpCAM-positive vs EpCAM-negative CTCs, as EpCAM-based CTC enrichment is commonly used. We identify lower AR-V prevalence in the EpCAM-positive fraction, suggesting that EpCAM-based CTC enrichment likely underestimates AR-V prevalence. Lastly, using single CTC analysis we identify enrichment for AR-v567es in patients with neuroendocrine prostate cancer (NEPC) indicating that AR-v567es may be involved in lineage plasticity, which warrants further mechanistic interrogation.


Subject(s)
Neoplastic Cells, Circulating/chemistry , Prostatic Neoplasms/pathology , Receptors, Androgen/genetics , Cell Line, Tumor , Humans , Male , Neoplasm Staging , Prostatic Neoplasms/chemistry , RNA-Seq , Receptors, Androgen/analysis , Receptors, Androgen/physiology
14.
Leukemia ; 35(9): 2592-2601, 2021 09.
Article in English | MEDLINE | ID: mdl-33654206

ABSTRACT

Interferon-alpha (rIFNα) is the only disease-modifying treatment for polycythemia vera (PV), but whether or not it prolongs survival is unknown. This large single center retrospective study of 470 PV patients compares the myelofibrosis-free survival (MFS) and overall survival (OS) with rIFNα to two other primary treatments, hydroxyurea (HU) and phlebotomy-only (PHL-O). The median age at diagnosis was 54 years (range 20-94) and the median follow-up was 10 years (range 0-45). Two hundred and twenty-nine patients were women (49%) and 208 were high-risk (44%). The primary treatment was rIFNα in 93 (20%), HU in 189 (40%), PHL-O in 133 (28%) and other cytoreductive drugs in 55 (12%). The treatment groups differed by ELN risk score (p < 0.001). In low-risk patients, 20-year MFS for rIFNα, HU, and PHL-O was 84%, 65% and 55% respectively (p < 0.001) and 20-year OS was 100%, 85% and 80% respectively (p = 0.44). In high-risk patients, 20-year MFS for rIFNα, HU, and PHL-O was 89%, 41% and 36% respectively (p = 0.19) and 20-year OS was 66%, 40%, 14% respectively (p = 0.016). In multivariable analysis, longer time on rIFNα was associated with a lower risk of myelofibrosis (HR: 0.91, p < 0.001) and lower mortality (HR: 0.94, p = 0.012). In conclusion, this study supports treatment of PV with rIFNα to prevent myelofibrosis and potentially prolong survival.


Subject(s)
Antiviral Agents/therapeutic use , Interferon-alpha/therapeutic use , Polycythemia Vera/mortality , Primary Myelofibrosis/mortality , Adult , Aged , Aged, 80 and over , Female , Follow-Up Studies , Humans , Male , Middle Aged , Polycythemia Vera/drug therapy , Polycythemia Vera/pathology , Primary Myelofibrosis/prevention & control , Prognosis , Retrospective Studies , Survival Rate , Young Adult
15.
Eur J Haematol ; 106(2): 250-259, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33135220

ABSTRACT

OBJECTIVES: Pulmonary hypertension (PH) is commonly reported in Philadelphia-chromosome negative myeloproliferative neoplasms (MPNs) including polycythemia vera (PV), essential thrombocythemia (ET), and myelofibrosis (MF). PH may be diagnosed directly by right heart catheterization (RHC) or estimated by transthoracic echocardiography (TTE). Survival is shortened by PH but despite the potential significance of PH to management and prognosis of MPN, estimates of its prevalence in MPNs vary and risk factors for the condition are poorly established. We performed a systematic review and meta-analysis of available studies to fill this void. METHODS: We searched EMBASE, MEDLINE, and Clinicaltrials.gov for the terms "pulmonary hypertension," "myeloproliferative disorders," "polycythemia vera," "essential thrombocythemia," and "myelofibrosis." We restricted analysis to the 1999-2019 window to improve uniformity of MPN diagnostic criteria. We retrieved 221 records and, after abstract and full-text screening, identified 17 papers meeting criteria for inclusion in our meta-analysis. A modified Newcastle-Ottawa scale was used to assess quality. RESULTS: Results for 935 patients were available, 309 of these having PH (33%). Using logistic mixed-effect regression, we found that diagnosis mode (RHC vs TTE) and MPN duration influenced PH prevalence. Studies employing predominantly TTE yielded prevalence estimates ~5-fold higher than those using RHC (35% vs 7.2%). We identified MF and duration of MPN as significant risk factors for development of PH. CONCLUSIONS: Prevalence of PH in MPNs is poorly understood with estimates ranging from 3.8% to 58%. Patients with MF and longer duration of disease seem at particularly high risk and should be carefully monitored for PH.


Subject(s)
Hypertension, Pulmonary/epidemiology , Hypertension, Pulmonary/etiology , Myeloproliferative Disorders/complications , Myeloproliferative Disorders/epidemiology , Disease Susceptibility , Humans , Hypertension, Pulmonary/diagnosis , Prevalence , Prognosis , Respiratory Function Tests , Risk Assessment , Risk Factors
16.
J Immunol ; 205(9): 2489-2498, 2020 11 01.
Article in English | MEDLINE | ID: mdl-32958690

ABSTRACT

Chronic obstructive pulmonary disease (COPD) is a debilitating lung disease associated with cigarette smoking. Alterations in local lung and systemic iron regulation are associated with disease progression and pathogenesis. Hepcidin, an iron regulatory peptide hormone, is altered in subjects with COPD; however, the molecular role of hepcidin in COPD pathogenesis remains to be determined. In this study, using a murine model of smoke-induced COPD, we demonstrate that lung and circulating hepcidin levels are inhibited by cigarette smoke. We show that cigarette smoke exposure increases erythropoietin and bone marrow-derived erythroferrone and leads to expanded but inefficient erythropoiesis in murine bone marrow and an increase in ferroportin on alveolar macrophages (AMs). AMs from smokers and subjects with COPD display increased expression of ferroportin as well as hepcidin. Notably, murine AMs exposed to smoke fail to increase hepcidin in response to Gram-negative or Gram-positive infection. Loss of hepcidin in vivo results in blunted functional responses of AMs and exaggerated responses to Streptococcus pneumoniae infection.


Subject(s)
Hepcidins/metabolism , Macrophages, Alveolar/metabolism , Pulmonary Disease, Chronic Obstructive/metabolism , Smoking/metabolism , Animals , Bone Marrow/metabolism , Cation Transport Proteins/metabolism , Cigarette Smoking/metabolism , Disease Models, Animal , Disease Progression , Erythropoietin/metabolism , Humans , Iron/metabolism , Lung/metabolism , Mice , Mice, Inbred C57BL , Peptides/metabolism , Smoke
17.
J Biomed Inform ; 110: 103569, 2020 10.
Article in English | MEDLINE | ID: mdl-32949781

ABSTRACT

Myeloproliferative neoplasms (MPNs) are chronic hematologic malignancies that may progress over long disease courses. The original date of diagnosis is an important piece of information for patient care and research, but is not consistently documented. We describe an attempt to build a pipeline for extracting dates with natural language processing (NLP) tools and techniques and classifying them as relevant diagnoses or not. Inaccurate and incomplete date extraction and interpretation impacted the performance of the overall pipeline. Existing lightweight Python packages tended to have low specificity for identifying and interpreting partial and relative dates in clinical text. A rules-based regular expression (regex) approach achieved recall of 83.0% on dates manually annotated as diagnosis dates, and 77.4% on all annotated dates. With only 3.8% of annotated dates representing initial MPN diagnoses, additional methods of targeting candidate date instances may alleviate noise and class imbalance.


Subject(s)
Electronic Health Records , Natural Language Processing , Humans
18.
Blood ; 136(9): 1044-1054, 2020 08 27.
Article in English | MEDLINE | ID: mdl-32548608

ABSTRACT

Erythropoietin (EPO) provides the major survival signal to maturing erythroid precursors (EPs) and is essential for terminal erythropoiesis. Nonetheless, progenitor cells can irreversibly commit to an erythroid fate well before EPO acts, risking inefficiency if these progenitors are unneeded to maintain red blood cell (RBC) counts. We identified a new modular organization of erythropoiesis and, for the first time, demonstrate that the pre-EPO module is coupled to late EPO-dependent erythropoiesis by megakaryocyte (Mk) signals. Disrupting megakaryocytic transforming growth factor ß1 (Tgfb1) disorganized hematopoiesis by expanding the pre-EPO pool of progenitor cells and consequently triggering significant apoptosis of EPO-dependent EPs. Similarly, pharmacologic blockade of TGFß signaling in normal mice boosted the pre-EPO module, leading to apoptosis of EPO-sensitive EPs. Subsequent treatment with low-dose EPO triggered robust RBC production in both models. This work reveals modular regulation of erythropoiesis and offers a new strategy for overcoming chronic anemias.


Subject(s)
Erythroid Precursor Cells/cytology , Erythropoiesis/physiology , Megakaryocytes/cytology , Transforming Growth Factor beta1/physiology , Animals , Apoptosis/drug effects , Bone Marrow/pathology , Erythroid Precursor Cells/metabolism , Erythropoietin/pharmacology , Gene Knockout Techniques , Hematopoietic Stem Cells/cytology , Hematopoietic Stem Cells/metabolism , Immunophenotyping , Megakaryocyte-Erythroid Progenitor Cells/cytology , Megakaryocyte-Erythroid Progenitor Cells/metabolism , Megakaryocytes/metabolism , Mice , Mice, Inbred C57BL , Mice, Transgenic , Radiation Chimera , Recombinant Proteins/pharmacology , Transforming Growth Factor beta1/antagonists & inhibitors , Transforming Growth Factor beta1/genetics , Transforming Growth Factor beta1/pharmacology
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