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1.
Wellcome Open Res ; 8: 198, 2023.
Article in English | MEDLINE | ID: mdl-37600588

ABSTRACT

We present a genome assembly from an individual male Molossus nigricans (Chordata; Mammalia; Chiroptera; Molossidae). The genome sequence is 2.41 gigabases in span. The majority of the assembly is scaffolded into 24 chromosomal pseudomolecules, with the X sex chromosome assembled.

2.
Front Psychol ; 14: 1106501, 2023.
Article in English | MEDLINE | ID: mdl-37251059

ABSTRACT

Introduction: Job satisfaction has a strong impact on the intention to stay which is an important aspect to counter skills shortage in academic medicine. The purpose of the three studies reported here is to find out what specific factors are relevant for the intention to stay and turnover intention of physicians in academic medicine -and what measures might have a positive impact on employee retention. Methods: In an interview study combining qualitative and quantitative methods, we investigated how the individual mental representation of working conditions influences job satisfaction and its impact on the intention to stay. In total, 178 physicians from German university hospitals, residents, and physicians, in 15 departments of anesthesiology were interviewed and surveyed. In a first study, chief physicians participated in interviews about job satisfaction in academic hospitals. Answers were segmented into statements, ordered by topics, and rated according to their valence. In a second study, assistant physicians during and after their training period talked about strengths, weaknesses, and potential improvements of working conditions. Answers were segmented, ordered, rated, and used to develop a "satisfaction scale." In a third study, physicians participated in a computer-led repertory grid procedure composing 'mental maps' of job satisfaction factors, filled in the job satisfaction scale and rated if they would recommend work and training in their clinic as well as their intention to stay. Results: Comparing the interview results with recommendation rates and intention to stay show that high workload and poor career perspectives are linked to a negative attitude. A positive attitude towards work environment and high intention to stay is based on sufficient personnel and technical capacities, reliable duty scheduling and fair salaries. The third study using repertory grids showed that the perception of current teamwork and future developments concerning work environment were the main aspects to improve job satisfaction and the intention to stay. Discussion: The results of the interview studies were used to develop an array of adaptive improvement measure. The results support prior findings that job dissatisfaction is mostly based on generally known "hygiene factors" and whereas job satisfaction is due to individual aspects.

3.
Cell ; 186(5): 957-974.e28, 2023 03 02.
Article in English | MEDLINE | ID: mdl-36812912

ABSTRACT

Bats are distinctive among mammals due to their ability to fly, use laryngeal echolocation, and tolerate viruses. However, there are currently no reliable cellular models for studying bat biology or their response to viral infections. Here, we created induced pluripotent stem cells (iPSCs) from two species of bats: the wild greater horseshoe bat (Rhinolophus ferrumequinum) and the greater mouse-eared bat (Myotis myotis). The iPSCs from both bat species showed similar characteristics and had a gene expression profile resembling that of cells attacked by viruses. They also had a high number of endogenous viral sequences, particularly retroviruses. These results suggest that bats have evolved mechanisms to tolerate a large load of viral sequences and may have a more intertwined relationship with viruses than previously thought. Further study of bat iPSCs and their differentiated progeny will provide insights into bat biology, virus host relationships, and the molecular basis of bats' special traits.


Subject(s)
Chiroptera , Pluripotent Stem Cells , Virus Diseases , Viruses , Animals , Viruses/genetics , Transcriptome , Phylogeny
4.
Front Med (Lausanne) ; 9: 960296, 2022.
Article in English | MEDLINE | ID: mdl-36082270

ABSTRACT

Background: Intensive care unit (ICU) readmissions are associated with mortality and poor outcomes. To improve discharge decisions, machine learning (ML) could help to identify patients at risk of ICU readmission. However, as many models are black boxes, dangerous properties may remain unnoticed. Widely used post hoc explanation methods also have inherent limitations. Few studies are evaluating inherently interpretable ML models for health care and involve clinicians in inspecting the trained model. Methods: An inherently interpretable model for the prediction of 3 day ICU readmission was developed. We used explainable boosting machines that learn modular risk functions and which have already been shown to be suitable for the health care domain. We created a retrospective cohort of 15,589 ICU stays and 169 variables collected between 2006 and 2019 from the University Hospital Münster. A team of physicians inspected the model, checked the plausibility of each risk function, and removed problematic ones. We collected qualitative feedback during this process and analyzed the reasons for removing risk functions. The performance of the final explainable boosting machine was compared with a validated clinical score and three commonly used ML models. External validation was performed on the widely used Medical Information Mart for Intensive Care version IV database. Results: The developed explainable boosting machine used 67 features and showed an area under the precision-recall curve of 0.119 ± 0.020 and an area under the receiver operating characteristic curve of 0.680 ± 0.025. It performed on par with state-of-the-art gradient boosting machines (0.123 ± 0.016, 0.665 ± 0.036) and outperformed the Simplified Acute Physiology Score II (0.084 ± 0.025, 0.607 ± 0.019), logistic regression (0.092 ± 0.026, 0.587 ± 0.016), and recurrent neural networks (0.095 ± 0.008, 0.594 ± 0.027). External validation confirmed that explainable boosting machines (0.221 ± 0.023, 0.760 ± 0.010) performed similarly to gradient boosting machines (0.232 ± 0.029, 0.772 ± 0.018). Evaluation of the model inspection showed that explainable boosting machines can be useful to detect and remove problematic risk functions. Conclusions: We developed an inherently interpretable ML model for 3 day ICU readmission prediction that reached the state-of-the-art performance of black box models. Our results suggest that for low- to medium-dimensional datasets that are common in health care, it is feasible to develop ML models that allow a high level of human control without sacrificing performance.

5.
J Biomol Tech ; 31(2): 47-56, 2020 07.
Article in English | MEDLINE | ID: mdl-31966025

ABSTRACT

Small RNAs (smRNAs) are important regulators of many biologic processes and are now most frequently characterized using Illumina sequencing. However, although standard RNA sequencing library preparation has become routine in most sequencing facilities, smRNA sequencing library preparation has historically been challenging because of high input requirements, laborious protocols involving gel purifications, inability to automate, and a lack of benchmarking standards. Additionally, studies have suggested that many of these methods are nonlinear and do not accurately reflect the amounts of smRNAs in vivo. Recently, a number of new kits have become available that permit lower input amounts and less laborious, gel-free protocol options. Several of these new kits claim to reduce RNA ligase-dependent sequence bias through novel adapter modifications and to lessen adapter-dimer contamination in the resulting libraries. With the increasing number of smRNA kits available, understanding the relative strengths of each method is crucial for appropriate experimental design. In this study, we systematically compared 9 commercially available smRNA library preparation kits as well as NanoString probe hybridization across multiple study sites. Although several of the new methodologies do reduce the amount of artificially over- and underrepresented microRNAs (miRNAs), we observed that none of the methods was able to remove all of the bias in the library preparation. Identical samples prepared with different methods show highly varied levels of different miRNAs. Even so, many methods excelled in ease of use, lower input requirement, fraction of usable reads, and reproducibility across sites. These differences may help users select the most appropriate methods for their specific question of interest.


Subject(s)
Gene Library , High-Throughput Nucleotide Sequencing/standards , MicroRNAs/genetics , Sequence Analysis, RNA/standards , MicroRNAs/isolation & purification , Reproducibility of Results , Software
6.
BMC Cancer ; 19(1): 136, 2019 Feb 11.
Article in English | MEDLINE | ID: mdl-30744585

ABSTRACT

BACKGROUND: MicroRNAs are noncoding RNA molecules of ~ 22 nucleotides with diagnostic and therapeutic action [Curr Drug Targets, 2015. 16(12): p. 1381-403], affecting the expression of mRNAs involved in invasion, migration, and development [Oncotarget, 2015. 6(9): p. 6472-98, Cancer Manag Res, 2014. 6: p. 205-16]. miR-200c is part of the miR-200c/141 cluster on chromosome 12p13. Its mechanism of action when encapsulated is critical in lung cancer when patients express changes in miRNAs. miR-200c be a potential biomarkers for various lung diseases. As a potential therapy, miR-200c can impacts lives as target lung cancer is a leading cause of death with about 234,000 cases annually, high heterogeneity, complex screening, and a 5-year survival rate of 16% [CA Cancer J Clin, 2016.66(1): p. 7-30]. Encapsulated miR-200c efficiently enhances bioavailability, pharmacokinetics of therapeutics and targeting to cells, improves efficacy and provides potential cure. METHODS: The functions of miR-200c were determined in non-metastatic KW-634 and metastatic 821-T4 and 821-LN mouse lung cancer cell lines after various Nano vehicle treatments. Viability and cytotoxicity were determined by cell cycle and quantitative real-time PCR analyses were used to quantify levels of miR-200c and its target genes. In situ hybridization was used to visualize patterns of expression of miR-200c and others in the lung and many organs. Next-generation sequencing accession number GSE125000, invasion and migration assays using transwell chambers, and ActivSignal were used to elucidate the activation and inhibition profiles and perform direct expression measurements and modification of cellular components. RESULTS: Due to their effectiveness as intracellular vesicles transporting miR-200c into, out, and between parts of the cells, miR-200c is encapsulated with cholesterol, an integral part of the biological membranes with very important physical properties of the vehicle. Nano miR-200c showed efficient cellular uptake in KW-634, 821-T4, and 821-LN cells with important changes in gene expression and new isoforms. In KW-634, when treated with encapsulated miR-200c and compare to the non-encapsulated control; miR-29b increased by 5261-fold, and in 821-T4/LN, miR-1247 increased by 150-fold. Conversely, miR-1247 and miR-675 decreased by 348 and 1029.5-fold, respectively. miR-189 decreased by 34-fold in treated 821-T4 cells. A reduction of growth was observed only after 48 h of treatment with Nano miR-200c. Moreover, labeling the vehicle with carboxy-fluorescein showed that the encapsulated particles enter the nucleus and mitochondria. Encapsulated miR-200c by entering the cells, the nucleus and mitochondria, trigger changes in cell cycle phases with 4 up to 12 fold percentage in G2 and S phase respectively compare to miR-200c. Endogenous expression of Nkx2.1, miR-200c, and their targets Myb, Nfib, Six4 and Six1 showed an inverse correlation, as observed in development. CONCLUSIONS: Little is known about miR-200c involvement in regulatory processes. Nano miR-200c affects invasion and migration mechanisms. The expression of encapsulated miR-200c contributes to the inhibition/activation of Kras, EMT, Hippo, regulatory pathways and blockers of metastasis. Delivery of miR-200c increases the expression of miR-29b, an EMY regulator, and miR-1247, an inhibitor of cancer genes, both tumor suppressors involved in lung metastasis. Encapsulated miR-200c act on different proteins that regulates cell cycle pathways. These findings represent a part of a regulatory network providing new insights towards improvement of therapy.


Subject(s)
Biomarkers, Tumor , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , MicroRNAs/genetics , Nanoparticles , RNA Interference , Thyroid Nuclear Factor 1/genetics , Animals , Biological Transport , Cell Cycle/genetics , Cell Line, Tumor , Cell Movement/genetics , Cell Nucleus/genetics , Cell Proliferation/genetics , Cell Survival/genetics , Gene Expression , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Mice , MicroRNAs/administration & dosage , Mitochondria/genetics , Mutation , Phosphorylation , Signal Transduction , Thyroid Nuclear Factor 1/administration & dosage , Transfection
7.
BMC Anesthesiol ; 17(1): 163, 2017 Dec 02.
Article in English | MEDLINE | ID: mdl-29197340

ABSTRACT

BACKGROUND: Although mortality after cardiac surgery has significantly decreased in the last decade, patients still experience clinically relevant postoperative complications. Among others, atrial fibrillation (AF) is a common consequence of cardiac surgery, which is associated with prolonged hospitalization and increased mortality. METHODS: We retrospectively analyzed data from patients who underwent coronary artery bypass grafting, valve surgery or a combination of both at the University Hospital Muenster between April 2014 and July 2015. We evaluated the incidence of new onset and intermittent/permanent AF (patients with pre- and postoperative AF). Furthermore, we investigated the impact of postoperative AF on clinical outcomes and evaluated potential risk factors. RESULTS: In total, 999 patients were included in the analysis. New onset AF occurred in 24.9% of the patients and the incidence of intermittent/permanent AF was 59.5%. Both types of postoperative AF were associated with prolonged ICU length of stay (median increase approx. 2 days) and duration of mechanical ventilation (median increase 1 h). Additionally, new onset AF patients had a higher rate of dialysis and hospital mortality and more positive fluid balance on the day of surgery and postoperative days 1 and 2. In a multiple logistic regression model, advanced age (odds ratio (OR) = 1.448 per decade increase, p < 0.0001), a combination of CABG and valve surgery (OR = 1.711, p = 0.047), higher C-reactive protein (OR = 1.06 per unit increase, p < 0.0001) and creatinine plasma concentration (OR = 1.287 per unit increase, p = 0.032) significantly predicted new onset AF. Higher Horowitz index values were associated with a reduced risk (OR = 0.996 per unit increase, p = 0.012). In a separate model, higher plasma creatinine concentration (OR = 2.125 per unit increase, p = 0.022) was a significant risk factor for intermittent/permanent AF whereas higher plasma phosphate concentration (OR = 0.522 per unit increase, p = 0.003) indicated reduced occurrence of this arrhythmia. CONCLUSIONS: New onset and intermittent/permanent AF are associated with adverse clinical outcomes of elective cardiac surgery patients. Different risk factors implicated in postoperative AF suggest different mechanisms might be involved in its pathogenesis. Customized clinical management protocols seem to be warranted for a higher success rate of prevention and treatment of postoperative AF.


Subject(s)
Atrial Fibrillation/blood , Atrial Fibrillation/etiology , Cardiac Surgical Procedures/adverse effects , Postoperative Complications/blood , Postoperative Complications/etiology , Statistics as Topic/methods , Aged , Atrial Fibrillation/mortality , Cardiac Surgical Procedures/trends , Coronary Artery Bypass/adverse effects , Coronary Artery Bypass/trends , Female , Hospital Mortality/trends , Humans , Male , Middle Aged , Postoperative Complications/mortality , Recurrence , Retrospective Studies , Risk Factors
8.
Front Med (Lausanne) ; 4: 90, 2017.
Article in English | MEDLINE | ID: mdl-28702456

ABSTRACT

PURPOSE: Due to the demographic change morbidity raises the demand for medical hospital services as well as a need for medical specialization, while economic and human resources are diminishing. Unlike other industries hospitals do not have sufficient data and adequate models to relate growing demands and increasing performance to growth in staff capacity and to increase in staff competences. METHOD: Based on huge medical data sample covering the years from 2010 to 2014 with more than 150,000 operations of the Department for Anesthesiology at the University Hospital Muenster, Germany, comparisons are drawn between the development of medical services and the development of personnel capacity and expertise. RESULTS: The numbers of surgical operations increased by 21% and "skin incision to closure" time by 17%. Simultaneously, personnel capacity grew by 16% largely resting upon recruiting first-time employees. Expertise measured as "years of professional experience" dwindled from 10 years to 5.4 years on average and staff turnover accelerated. CONCLUSION: Static benchmark data collected at fixed reference dates do not sufficiently reflect the nexus between capacity and competence and do not reflect the dynamic changes in a hospital's requirements for expertise and specialization, at all. Staff turnover leads to a loss of experience, which jeopardizes patient safety and hampers medical specialization. In consequence of the dramatic shortage of medical specialists, drop-off rates must be reduced and retention rates must be increased. To that end, working conditions need to be fundamentally converted for a multigeneration, multicultural, and increasingly female workforce.

9.
JMIR Res Protoc ; 5(4): e240, 2016 Dec 21.
Article in English | MEDLINE | ID: mdl-28003176

ABSTRACT

BACKGROUND: University hospitals make up the backbone of medical and economic services of hospitals in Germany: they qualify specialist physicians, ensure medical research, and provide highly specialized maximum medical care, which other hospitals cannot undertake. In addition to this assignment, medical research and academic teaching must be managed despite a growing shortage of specialist physicians. By the year 2020, the need for the replacement of retired physicians and increased demand will total 30,000 positions. The situation will become more difficult because, on the whole, patients are becoming older and sicker and because specialist physicians are able to find more attractive working conditions in smaller hospitals, abroad, or outside of curative medicine. OBJECTIVE: In order to retain sufficient qualified employees, major improvements in quality are required in terms of working and training conditions. For this purpose, a sustainable innovation process is necessary, which incorporates solutions from outside of the health care sector in order to be able to learn from experiences and mistakes from other industries. The FacharztPlus project aims to find suitable measures in order to retain specialist physicians for more years after the completion of 5 years of professional training. This should determine the suitability of additional qualifications alongside the professional career and an expertise-related work organization oriented to different stages of life. METHODS: Structured interviews, surveys, and repertory grids are used as preparation for cross-industry expert panels to create future work scenarios for university hospitals. Industries involved are harbor logistics (container terminal), airports, and digitized industrial production ("industry 4.0") because these industries are also facing a shortage of qualified staff and have to respond to rapidly changing demands. Based on the experts' scenarios, consensus groups will be established in each university hospital trying to reach consensus about the implementation of relevant factors in order to improve employee retention. RESULTS: We expect these consensus groups to develop and introduce measures for more structured training procedures, individual and team incentives, organizational guidelines for better recruiting and retention in hospitals, models of flexible and attractive working conditions including shift work and vacation planning, and use of new learning tools (eg, tablet PCs and mobile phones). CONCLUSIONS: All measures are implemented in the Department of Anaesthesiology, Intensive Care, Emergency Care and Pain Medicine at the University Hospital Muenster (UKM) with approximately 150 physicians and in the further 44 departments of the UKM and 22 teaching hospitals, which all together employ more than 5000 physicians. The measures will also be implemented at the university hospitals in Aachen, Rostock, and Greifswald. All decisions and measures will be discussed with representatives from hospital management and professional associations. Results will be presented at conferences and published in journals.

10.
Clin Transplant ; 29(1): 67-75, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25382301

ABSTRACT

BACKGROUND: The purpose of this study was to retrospectively analyze the impact of human albumin (HA) substitution on organ function in patients undergoing orthotopic liver transplantation (OLT). METHODS: We retrospectively analyzed chart data of 15 hypoalbuminemic patients who received continuous infusion of HA (100 g/d) for seven d following OLT and matched them with 15 control patients for severity scores at admission. Primary endpoint was a difference in mean "sequential organ failure assessment" (SOFA) score during 14 d following OLT. Secondary endpoints included SOFA subscores, length of intensive care unit (ICU) stay, ICU mortality, one-yr mortality, fluid balance, colloid osmotic pressure (COP), serum albumin, and total protein concentrations. RESULTS: Substitution of HA was associated with a lower mean SOFA score as compared to control (11.0 ± 3.6 vs. 13.4 ± 3.7; p < 0.001). Patients treated with HA also exhibited lower cardiovascular SOFA subscore and higher COP, serum albumin, and total protein concentrations. There were no significant differences in fluid balance, length of ICU stay, ICU mortality, or one-yr mortality. CONCLUSIONS: The present data suggest that continuous infusion of HA may preserve cumulative organ function (as measured by SOFA score) with emphasis on cardiovascular function in patients following OLT.


Subject(s)
Albumins/therapeutic use , Hypoalbuminemia/drug therapy , Liver Transplantation , Multiple Organ Failure/prevention & control , Postoperative Complications/drug therapy , Protective Agents/therapeutic use , Adolescent , Adult , Aged , Aged, 80 and over , Drug Administration Schedule , Female , Humans , Hypoalbuminemia/etiology , Infusions, Intravenous , Male , Middle Aged , Multiple Organ Failure/diagnosis , Multiple Organ Failure/etiology , Organ Dysfunction Scores , Postoperative Complications/etiology , Postoperative Complications/prevention & control , Retrospective Studies , Young Adult
12.
PLoS One ; 7(1): e29907, 2012.
Article in English | MEDLINE | ID: mdl-22242187

ABSTRACT

The homeodomain transcription factor Nkx2-1 is essential for normal lung development and homeostasis. In lung tumors, it is considered a lineage survival oncogene and prognostic factor depending on its expression levels. The target genes directly bound by Nkx2-1, that could be the primary effectors of its functions in the different cellular contexts where it is expressed, are mostly unknown. In embryonic day 11.5 (E11.5) mouse lung, epithelial cells expressing Nkx2-1 are predominantly expanding, and in E19.5 prenatal lungs, Nkx2-1-expressing cells are predominantly differentiating in preparation for birth. To evaluate Nkx2-1 regulated networks in these two cell contexts, we analyzed genome-wide binding of Nkx2-1 to DNA regulatory regions by chromatin immunoprecipitation followed by tiling array analysis, and intersected these data to expression data sets. We further determined expression patterns of Nkx2-1 developmental target genes in human lung tumors and correlated their expression levels to that of endogenous NKX2-1. In these studies we uncovered differential Nkx2-1 regulated networks in early and late lung development, and a direct function of Nkx2-1 in regulation of the cell cycle by controlling the expression of proliferation-related genes. New targets, validated in Nkx2-1 shRNA transduced cell lines, include E2f3, Cyclin B1, Cyclin B2, and c-Met. Expression levels of Nkx2-1 direct target genes identified in mouse development significantly correlate or anti-correlate to the levels of endogenous NKX2-1 in a dosage-dependent manner in multiple human lung tumor expression data sets, supporting alternative roles for Nkx2-1 as a transcriptional activator or repressor, and direct regulator of cell cycle progression in development and tumors.


Subject(s)
Gene Expression Regulation, Developmental , Gene Expression Regulation, Neoplastic , Genome-Wide Association Study , Lung Neoplasms/genetics , Lung/embryology , Nuclear Proteins/metabolism , Transcription Factors/metabolism , Transcription, Genetic , Animals , Carcinoma, Non-Small-Cell Lung/genetics , Cell Cycle/genetics , Cell Proliferation , Chromatin Immunoprecipitation , Conserved Sequence , Down-Regulation/genetics , Humans , Lung/metabolism , Lung Neoplasms/pathology , Mice , Nuclear Proteins/genetics , Oligonucleotide Array Sequence Analysis , Polymerase Chain Reaction , Protein Binding/genetics , Reproducibility of Results , Signal Transduction/genetics , Thyroid Nuclear Factor 1 , Transcription Factors/genetics
13.
Diabetes Care ; 33(3): 639-44, 2010 Mar.
Article in English | MEDLINE | ID: mdl-20032274

ABSTRACT

OBJECTIVE Tight glycemic control (TGC) in critically ill patients is associated with an increased risk of hypoglycemia. Whether those short episodes of hypoglycemia are associated with adverse morbidity and mortality is a matter of discussion. Using a case-control study design, we investigated whether hypoglycemia under TGC causes permanent neurocognitive dysfunction in patients surviving critical illness. RESEARCH DESIGN AND METHODS From our patient data management system, we identified adult survivors treated for >72 h in our surgical intensive care unit (ICU) between 2004 and 2007 (n = 4,635) without a history of neurocognitive dysfunction or structural brain abnormalities who experienced at least one episode of hypoglycemia during treatment (hypo group) (n = 37). For each hypo group patient, one patient stringently matched for demographic- and disease-related data were identified as a control subject. We performed a battery of neuropsychological tests investigating five areas of cognitive functioning in both groups at least 1 year after ICU discharge. Test results were compared with data from healthy control subjects and between groups. RESULTS Critical illness caused neurocognitive dysfunction in all tested domains in both groups. The dysfunction was aggravated in hypo group patients in one domain, namely that of visuospatial skills (P < 0.01). Besides hypoglycemia, both hyperglycemia (r = -0.322; P = 0.005) and fluctuations of blood glucose (r = -0.309; P = 0.008) were associated with worse test results in this domain. CONCLUSIONS Hypoglycemia was found to aggravate critical illness-induced neurocognitive dysfunction to a limited, but significant, extent; however, an impact of hyperglycemia and fluctuations of blood glucose on neurocognitive function cannot be excluded.


Subject(s)
Cognition Disorders/etiology , Critical Illness , Hypoglycemia/complications , Adolescent , Adult , Aged , Aged, 80 and over , Case-Control Studies , Cognition Disorders/epidemiology , Cognition Disorders/metabolism , Cognition Disorders/pathology , Critical Illness/psychology , Critical Illness/rehabilitation , Female , Humans , Hypoglycemia/epidemiology , Male , Middle Aged , Severity of Illness Index , Survivors , Young Adult
14.
Cell ; 134(3): 521-33, 2008 Aug 08.
Article in English | MEDLINE | ID: mdl-18692474

ABSTRACT

MicroRNAs (miRNAs) are crucial for normal embryonic stem (ES) cell self-renewal and cellular differentiation, but how miRNA gene expression is controlled by the key transcriptional regulators of ES cells has not been established. We describe here the transcriptional regulatory circuitry of ES cells that incorporates protein-coding and miRNA genes based on high-resolution ChIP-seq data, systematic identification of miRNA promoters, and quantitative sequencing of short transcripts in multiple cell types. We find that the key ES cell transcription factors are associated with promoters for miRNAs that are preferentially expressed in ES cells and with promoters for a set of silent miRNA genes. This silent set of miRNA genes is co-occupied by Polycomb group proteins in ES cells and shows tissue-specific expression in differentiated cells. These data reveal how key ES cell transcription factors promote the ES cell miRNA expression program and integrate miRNAs into the regulatory circuitry controlling ES cell identity.


Subject(s)
Embryonic Stem Cells/metabolism , MicroRNAs/genetics , Transcription, Genetic , Animals , Mice , Oligonucleotide Array Sequence Analysis , Promoter Regions, Genetic , Transcription Factors/metabolism
15.
Genes Dev ; 22(24): 3403-8, 2008 Dec 15.
Article in English | MEDLINE | ID: mdl-19141473

ABSTRACT

Mixed-lineage leukemia (MLL) fusion proteins are potent inducers of leukemia, but how these proteins generate aberrant gene expression programs is poorly understood. Here we show that the MLL-AF4 fusion protein occupies developmental regulatory genes important for hematopoietic stem cell identity and self-renewal in human leukemia cells. These MLL-AF4-bound regions have grossly altered chromatin structure, with histone modifications catalyzed by trithorax group proteins and DOT1 extending across large domains. Our results define direct targets of the MLL fusion protein, reveal the global role of epigenetic misregulation in leukemia, and identify new targets for therapeutic intervention in cancer.


Subject(s)
Cell Differentiation/genetics , Chromatin/genetics , Gene Expression Regulation, Leukemic , Hematopoietic Stem Cells/physiology , Leukemia/genetics , Cell Line , Hematopoietic Stem Cells/cytology , Humans , Myeloid-Lymphoid Leukemia Protein/genetics , Myeloid-Lymphoid Leukemia Protein/metabolism , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism
16.
Cell ; 125(2): 301-13, 2006 Apr 21.
Article in English | MEDLINE | ID: mdl-16630818

ABSTRACT

Polycomb group proteins are essential for early development in metazoans, but their contributions to human development are not well understood. We have mapped the Polycomb Repressive Complex 2 (PRC2) subunit SUZ12 across the entire nonrepeat portion of the genome in human embryonic stem (ES) cells. We found that SUZ12 is distributed across large portions of over two hundred genes encoding key developmental regulators. These genes are occupied by nucleosomes trimethylated at histone H3K27, are transcriptionally repressed, and contain some of the most highly conserved noncoding elements in the genome. We found that PRC2 target genes are preferentially activated during ES cell differentiation and that the ES cell regulators OCT4, SOX2, and NANOG cooccupy a significant subset of these genes. These results indicate that PRC2 occupies a special set of developmental genes in ES cells that must be repressed to maintain pluripotency and that are poised for activation during ES cell differentiation.


Subject(s)
Carrier Proteins/metabolism , Gene Expression Regulation, Developmental , Stem Cells/physiology , Animals , Carrier Proteins/genetics , Cells, Cultured , Gene Expression Profiling , Humans , Multiprotein Complexes , Neoplasm Proteins , Nuclear Proteins , Oligonucleotide Array Sequence Analysis , Polycomb Repressive Complex 2 , Protein Subunits/genetics , Protein Subunits/metabolism , RNA Polymerase II/genetics , RNA Polymerase II/metabolism , Signal Transduction/physiology , Stem Cells/cytology , Transcription Factors/genetics , Transcription Factors/metabolism , Transcription, Genetic
17.
Cell ; 113(3): 395-404, 2003 May 02.
Article in English | MEDLINE | ID: mdl-12732146

ABSTRACT

Specialized gene expression programs are induced by signaling pathways that act on transcription factors. Whether these transcription factors can function in multiple developmental programs through a global switch in promoter selection is not known. We have used genome-wide location analysis to show that the yeast Ste12 transcription factor, which regulates mating and filamentous growth, is bound to distinct program-specific target genes dependent on the developmental condition. This condition-dependent distribution of Ste12 requires concurrent binding of the transcription factor Tec1 during filamentation and is differentially regulated by the MAP kinases Fus3 and Kss1. Program-specific distribution across the genome may be a general mechanism by which transcription factors regulate distinct gene expression programs in response to signaling.


Subject(s)
DNA-Binding Proteins/metabolism , Fungal Proteins/metabolism , MAP Kinase Signaling System , Mitogen-Activated Protein Kinases/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Transcription Factors/metabolism , Gene Expression Regulation, Fungal , Genes, Fungal/genetics , Genome, Fungal , Oligonucleotide Array Sequence Analysis , Protein Binding , Substrate Specificity
18.
Science ; 298(5594): 799-804, 2002 Oct 25.
Article in English | MEDLINE | ID: mdl-12399584

ABSTRACT

We have determined how most of the transcriptional regulators encoded in the eukaryote Saccharomyces cerevisiae associate with genes across the genome in living cells. Just as maps of metabolic networks describe the potential pathways that may be used by a cell to accomplish metabolic processes, this network of regulator-gene interactions describes potential pathways yeast cells can use to regulate global gene expression programs. We use this information to identify network motifs, the simplest units of network architecture, and demonstrate that an automated process can use motifs to assemble a transcriptional regulatory network structure. Our results reveal that eukaryotic cellular functions are highly connected through networks of transcriptional regulators that regulate other transcriptional regulators.


Subject(s)
Gene Expression Regulation, Fungal , Genes, Fungal , Promoter Regions, Genetic , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/genetics , Transcription Factors/metabolism , Algorithms , Cell Cycle , Computational Biology , DNA, Fungal/genetics , DNA, Fungal/metabolism , Feedback, Physiological , Gene Expression Profiling , Genome, Fungal , Models, Genetic , Protein Binding , Saccharomyces cerevisiae/cytology , Saccharomyces cerevisiae/growth & development , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/genetics , Transcription Factors/genetics , Transcription, Genetic
19.
Genes Dev ; 16(2): 245-56, 2002 Jan 15.
Article in English | MEDLINE | ID: mdl-11799067

ABSTRACT

The E2F transcription factor family is known to play a key role in the timely expression of genes required for cell cycle progression and proliferation, but only a few E2F target genes have been identified. We explored the possibility that E2F regulators play a broader role by identifying additional genes bound by E2F in living human cells. A protocol was developed to identify genomic binding sites for DNA-binding factors in mammalian cells that combines immunoprecipitation of cross-linked protein-DNA complexes with DNA microarray analysis. Among approximately 1200 genes expressed during cell cycle entry, we found that the promoters of 127 were bound by the E2F4 transcription factor in primary fibroblasts. A subset of these targets was also bound by E2F1. Most previously identified target genes known to have roles in DNA replication and cell cycle control and represented on the microarray were confirmed by this analysis. We also identified a remarkable cadre of genes with no previous connection to E2F regulation, including genes that encode components of the DNA damage checkpoint and repair pathways, as well as factors involved in chromatin assembly/condensation, chromosome segregation, and the mitotic spindle checkpoint. Our data indicate that E2F directly links cell cycle progression with the coordinate regulation of genes essential for both the synthesis of DNA as well as its surveillance.


Subject(s)
Cell Cycle Proteins , DNA Repair/physiology , DNA Replication/physiology , DNA-Binding Proteins , G2 Phase/physiology , Mitosis/physiology , Transcription Factors/physiology , DNA Damage , E2F Transcription Factors , E2F1 Transcription Factor , E2F4 Transcription Factor , Gene Expression Profiling , Humans , Precipitin Tests , Reverse Transcriptase Polymerase Chain Reaction
20.
Microbiology (Reading) ; 143 ( Pt 11): 3527-3535, 1997 Nov.
Article in English | MEDLINE | ID: mdl-9387231

ABSTRACT

A search for Candida albicans mutants defective in filamentous growth led to the isolation of a mutant strain with an insertion mutation in the SEC14 gene. SEC14 encodes the phosphatidylinositol/phosphatidylcholine transfer protein, an essential protein in the yeast Saccharomyces cerevisiae. In the dimorphic yeast Yarrowia lipolytica, SEC14 is needed for growth only in the hyphal form and is not required for growth in the yeast form. However, unlike Y. lipolytica SEC14, C. albicans SEC14 is probably essential for growth. Northern blot analysis and PCR amplification of transcripts produced from the SEC14 gene demonstrated that two transcripts differing at their 3' ends were produced. The two transcripts may regulate the activity of SEC14 so that Sec14p can perform two functions in C. albicans. One function may be an essential function analogous to the function of Sec14p in S. cerevisiae and the second function may be important during filamentous growth, analogous to the function of Sec14p in Y. lipolytica.


Subject(s)
Candida albicans/genetics , Carrier Proteins/genetics , Membrane Proteins , RNA, Fungal/genetics , RNA, Messenger/genetics , Saccharomyces cerevisiae Proteins , Amino Acid Sequence , Base Sequence , Candida albicans/growth & development , Carrier Proteins/physiology , DNA, Fungal/genetics , Genes, Fungal/genetics , Molecular Sequence Data , Mutagenesis, Insertional , Phospholipid Transfer Proteins , Restriction Mapping , Sequence Analysis, DNA
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