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1.
Acta Biomater ; 57: 304-312, 2017 07 15.
Article in English | MEDLINE | ID: mdl-28483696

ABSTRACT

Bulk tissue stiffness has been correlated with regulation of cellular processes and conversely cells have been shown to remodel their pericellular tissue according to a complex feedback mechanism critical to development, homeostasis, and disease. However, bulk rheological methods mask the dynamics within a heterogeneous fibrous extracellular matrix (ECM) in the region proximal to a cell (pericellular region). Here, we use optical tweezers active microrheology (AMR) to probe the distribution of the complex material response function (α=α'+α″, in units of µm/nN) within a type I collagen ECM, a biomaterial commonly used in tissue engineering. We discovered cells both elastically and plastically deformed the pericellular material. α' is wildly heterogeneous, with 1/α' values spanning three orders of magnitude around a single cell. This was observed in gels having a cell-free 1/α' of approximately 0.5nN/µm. We also found that inhibition of cell contractility instantaneously softens the pericellular space and reduces stiffness heterogeneity, suggesting the system was strain hardened and not only plastically remodeled. The remaining regions of high stiffness suggest cellular remodeling of the surrounding matrix. To test this hypothesis, cells were incubated within the type I collagen gel for 24-h in a media containing a broad-spectrum matrix metalloproteinase (MMP) inhibitor. While pericellular material maintained stiffness asymmetry, stiffness magnitudes were reduced. Dual inhibition demonstrates that the combination of MMP activity and contractility is necessary to establish the pericellular stiffness landscape. This heterogeneity in stiffness suggests the distribution of pericellular stiffness, and not bulk stiffness alone, must be considered in the study of cell-ECM interactions and design of complex biomaterial scaffolds. STATEMENT OF SIGNIFICANCE: Collagen is a fibrous extracellular matrix (ECM) protein widely used to study cell-ECM interactions. Stiffness of ECM has been shown to instruct cells, which can in turn modify their ECM, as has been shown in the study of cancer and regenerative medicine. Here we measure the stiffness of the collagen microenvironment surrounding cells and quantitatively measure the dependence of pericellular stiffness on MMP activity and cytoskeletal contractility. Competent cell-mediated stiffening results in a wildly heterogeneous micromechanical topography, with values spanning orders of magnitude around a single cell. We speculate studies must consider this notable heterogeneity generated by cells when testing theories regarding the role of ECM mechanics in health and disease.


Subject(s)
Collagen Type I/chemistry , Elasticity , Extracellular Matrix/chemistry , Proteolysis , Humans
2.
HIV Med ; 18(8): 555-563, 2017 09.
Article in English | MEDLINE | ID: mdl-28294530

ABSTRACT

OBJECTIVES: HIV-associated neurocognitive disorders are highly prevalent, and physical activity (PA) is a modifiable behaviour that may affect neurocognitive function. Our objective was to determine the association between PA and neurocognitive function and the effect of HIV on this association. METHODS: PA was assessed in the Multicenter AIDS Cohort Study with the International Physical Activity Questionnaire. A neuropsychological test battery assessed global impairment and domain-specific impairment (executive function, speed of processing, working memory, learning, memory, and motor function) every 2 years. Semiannually, the Symbol Digit Modalities Test and Trail Making Test Parts A and B were performed. Adjusted logistic regression models were used to assess the PA-neurocognitive function association. Using longitudinal data, we also assessed the PA category-decline of neurocognitive function association with multivariate simple regression. RESULTS: Of 601 men, 44% were HIV-infected. Low, moderate, and high PA was reported in 27%, 25%, and 48% of the HIV-infected men vs. 19%, 32% and 49% of the HIV-uninfected men, respectively. High PA was associated with lower odds of impairment of learning, memory, and motor function [odds ratio (OR) ranging from 0.52 to 0.57; P < 0.05 for all]. The high PA-global impairment association OR was 0.63 [95% confidence interval (CI) 0.39, 1.02]. Among HIV-infected men only, across multiple domains, the high PA-impairment association was even more pronounced (OR from 0.27 to 0.49). Baseline high/moderate PA was not associated with decline of any domain score over time. HIV infection was marginally associated with a higher speed of decline in motor function. CONCLUSIONS: A protective effect of high PA on impairment in neurocognitive domains was observed cross-sectionally. Longitudinal PA measurements are needed to elucidate the PA-neurocognitive function relationship over time.


Subject(s)
AIDS Dementia Complex/pathology , Cognition , Exercise , HIV Infections/complications , Mental Health , Adult , Aged , Aged, 80 and over , Cross-Sectional Studies , Humans , Longitudinal Studies , Male , Middle Aged , Surveys and Questionnaires , Young Adult
3.
Oncogene ; 35(25): 3272-81, 2016 06 23.
Article in English | MEDLINE | ID: mdl-26477317

ABSTRACT

The Trp53 gene is the most frequently mutated gene in all human cancers. Its protein product p53 is a very powerful transcription factor that can activate different biochemical pathways and affect the regulation of metabolism, senescence, DNA damage response, cell cycle and cell death. The understanding of its function at the molecular level could be of pivotal relevance for therapy. Investigation of long-range intra- and interdomain communications in the p53 tetramer-DNA complex was performed by means of an atomistic model that included the tetramerization helices in the C-terminal domain, the DNA-binding domains and a consensus DNA-binding site of 18 base pairs. Nonsymmetric dynamics are illustrated in the four DNA-binding domains, with loop L1 switching from inward to outward conformations with respect to the DNA major groove. Direct intra- and intermonomeric long-range communications between the tetramerization and DNA-binding domains are noted. These long-distance conformational changes link the C terminus with the DNA-binding domain and provide a biophysical rationale for the reported functional regulation of the p53 C-terminal region. A fine characterization of the DNA deformation caused by p53 binding is obtained, with 'static' deformations always present and measured by the slide parameter in the central thymine-adenine base pairs; we also detect 'dynamic' deformations switched on and off by particular p53 tetrameric conformations and measured by the roll and twist parameters in the same base pairs. These different conformations can indeed modulate the electrostatic potential isosurfaces of the whole p53-DNA complex. These results provide a molecular/biophysical understanding of the evident role of the C terminus in post-translational modification that regulates the transcriptional function of p53. Furthermore, the unstructured C terminus is able to facilitate contacts between the core DNA-binding domains of the tetramer.


Subject(s)
DNA/chemistry , Protein Multimerization , Protein Structure, Tertiary , Tumor Suppressor Protein p53/chemistry , Binding Sites , Crystallography, X-Ray , DNA/genetics , DNA/metabolism , Humans , Kinetics , Models, Molecular , Mutation , Nucleic Acid Conformation , Protein Binding , Protein Stability , Protein Structure, Secondary , Static Electricity , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolism
4.
Cell Death Differ ; 22(11): 1785-91, 2015 Nov.
Article in English | MEDLINE | ID: mdl-25822339

ABSTRACT

Liposarcoma (LPS) is a type of soft tissue sarcoma that mostly occurs in adults, and in humans is characterized by amplifications of MDM2 and CDK4. The molecular pathogenesis of this malignancy is still poorly understood and, therefore, we developed a mouse model with conditional inactivation of PTEN and p53 to investigate these pathways in the progression of the disease. We show that deletion of these two tumor suppressors cooperate in the formation of multiple subtypes of LPS (from well-differentiated LPS to pleomorphic LPS). In addition, progression of the tumors is further characterized by the expression of D cyclins and CDK4/6, which allow for continued cell division. Microarray analysis also revealed novel genes that are differentially expressed between different subtypes of LPS, which could aid in understanding the disease and to unravel potential new therapeutic targets.


Subject(s)
Liposarcoma/metabolism , Liposarcoma/pathology , PTEN Phosphohydrolase/metabolism , Tumor Suppressor Protein p53/metabolism , Animals , Cell Division/physiology , Cyclin-Dependent Kinase 4/genetics , Cyclin-Dependent Kinase 4/metabolism , Cyclin-Dependent Kinase 6/genetics , Cyclin-Dependent Kinase 6/metabolism , Female , Liposarcoma/genetics , Male , Mice , PTEN Phosphohydrolase/genetics , Tumor Suppressor Protein p53/genetics
5.
Cell Death Dis ; 5: e1450, 2014 Oct 09.
Article in English | MEDLINE | ID: mdl-25299775

ABSTRACT

Endogenous c-MYC (MYC) has been reported to be a potential pharmacological target to trigger ubiquitous tumor regression of pancreatic neuroendocrine tumors (PanNETs) and lung tumors. Recently inhibitors of bromodomain and extra-terminal (BET) family proteins have shown antitumor effects through the suppression of MYC in leukemia and lymphoma. In this paper, we investigated the antitumor activity of a BET protein bromodomain inhibitor (BETi) CPI203 as a single agent and in combination with rapamycin in human PanNETs. We found that exposure of human PanNET cell lines to CPI203 led to downregulation of MYC expression, G1 cell cycle arrest and nearly complete inhibition of cell proliferation. In addition, overexpression of MYC suppressed the growth inhibition caused by CPI203 and knockdown of MYC phenocopied the effects of CPI203 treatment. These findings indicate that suppression of MYC contributed to the antiproliferative effects of BETi inhibition in human PanNET cells. Importantly, CPI203 treatment enhanced the antitumor effects of rapamycin in PanNET cells grown in monolayer and in three-dimensional cell cultures, as well as in a human PanNET xenograft model in vivo. Furthermore, the combination treatment attenuated rapamycin-induced AKT activation, a major limitation of rapamycin therapy. Collectively, our data suggest that targeting MYC with a BETi may increase the therapeutic benefits of rapalogs in human PanNET patients. This provides a novel clinical strategy for PanNETs, and possibly for other tumors as well.


Subject(s)
Acetamides/pharmacology , Azepines/pharmacology , Cell Proliferation/drug effects , Neuroendocrine Tumors/physiopathology , Sirolimus/pharmacology , Antineoplastic Agents/pharmacology , Apoptosis/drug effects , Cell Cycle Proteins , Cell Line, Tumor , G1 Phase Cell Cycle Checkpoints/drug effects , Humans , Neuroendocrine Tumors/genetics , Neuroendocrine Tumors/metabolism , Nuclear Proteins/antagonists & inhibitors , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Protein Serine-Threonine Kinases/antagonists & inhibitors , Protein Serine-Threonine Kinases/genetics , Protein Serine-Threonine Kinases/metabolism , Proto-Oncogene Proteins c-myc/antagonists & inhibitors , Proto-Oncogene Proteins c-myc/genetics , Proto-Oncogene Proteins c-myc/metabolism , RNA-Binding Proteins/antagonists & inhibitors , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Transcription Factors/antagonists & inhibitors , Transcription Factors/genetics , Transcription Factors/metabolism
6.
Cell Death Differ ; 21(3): 381-7, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24162661

ABSTRACT

Endogenous retroviruses (ERVs) are remnants of ancient retroviral infections of the germ line that can remain capable of replication within the host genome. In the soma, DNA methylation and repressive chromatin keep the majority of this parasitic DNA transcriptionally silent. However, it is unclear how the host organism adapts to recognize and silence novel invading retroviruses that enter the germ line. Krueppel-Associated Box (KRAB)-associated protein 1 (KAP1) is a transcriptional regulatory factor that drives the epigenetic repression of many different loci in mammalian genomes. Here, we use published experimental data to provide evidence that human KAP1 is recruited to endogenous retroviral DNA by KRAB-containing zinc-finger transcription factors (TFs). Many of these zinc-finger genes exist in clusters associated with human chromosome 19. We demonstrate that these clusters are located at hotspots for copy number variation (CNV), generating a large and continuing diversity of zinc-finger TFs with new generations. These zinc-finger genes possess a wide variety of DNA binding affinities, but their role as transcriptional repressors is conserved. We also perform a computational study of the different ERVs that invaded the human genome during primate evolution. We find candidate zinc-finger repressors that arise in the genome for each ERV family that enters the genomes of primates. In particular, we show that those repressors that gained their binding affinity to retrovirus sequences at the same time as their targets invaded the human lineage are preferentially located on chromosome 19 (P-value: 3 × 10(-3)).


Subject(s)
Chromosomes, Human, Pair 19 , Endogenous Retroviruses/genetics , Retroviridae Infections/genetics , Zinc Fingers/genetics , Binding Sites , Chromatin/genetics , Chromatin/metabolism , DNA Transposable Elements , HEK293 Cells , Humans , Promoter Regions, Genetic , Repressor Proteins/genetics , Repressor Proteins/metabolism , Retroviridae Infections/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism , Tripartite Motif-Containing Protein 28
7.
Oncogene ; 33(44): 5173-82, 2014 Oct 30.
Article in English | MEDLINE | ID: mdl-24166498

ABSTRACT

miRNAs act as oncogenes or tumor suppressors in a wide variety of human cancers, including prostate cancer (PCa). We found a severe and consistent downregulation of miRNAs, miR-154, miR-299-5p, miR-376a, miR-376c, miR-377, miR-381, miR-487b, miR-485-3p, miR-495 and miR-654-3p, mapped to the 14q32.31 region in metastatic cell lines as compared with normal prostatic epithelial cells (PrEC). In specimens of human prostate (28 normals, 99 primary tumors and 13 metastases), lower miRNA levels correlated significantly with a higher incidence of metastatic events and higher prostate specific antigen (PSA) levels, with similar trends observed for lymph node invasion and the Gleason score. We transiently transfected 10 members of the 14q32.31 cluster in normal prostatic epithelial cell lines and characterized their affect on malignant cell behaviors, including proliferation, apoptosis, migration and invasion. Finally, we identified FZD4, a gene important for epithelial-to-mesenchymal transition in (PCa), as a target of miR-377.


Subject(s)
Chromosomes, Human, Pair 14 , MicroRNAs/genetics , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , Apoptosis/genetics , Cell Line, Tumor , Cell Movement/genetics , Cell Proliferation , Down-Regulation , Epigenesis, Genetic , Epithelial-Mesenchymal Transition , Frizzled Receptors/genetics , Gene Expression Regulation, Neoplastic , Humans , Male , Prostate/physiology , Reference Values
8.
Oncogene ; 33(42): 5039-46, 2014 Oct 16.
Article in English | MEDLINE | ID: mdl-24186203

ABSTRACT

Activation of serine biosynthesis supports growth and proliferation of cancer cells. Human cancers often exhibit overexpression of phosphoglycerate dehydrogenase (PHGDH), the metabolic enzyme that catalyses the reaction that diverts serine biosynthesis from the glycolytic pathway. By refueling serine biosynthetic pathways, cancer cells sustain their metabolic requirements, promoting macromolecule synthesis, anaplerotic flux and ATP. Serine biosynthesis intersects glutaminolysis and together with this pathway provides substrates for production of antioxidant GSH. In human lung adenocarcinomas we identified a correlation between serine biosynthetic pathway and p73 expression. Metabolic profiling of human cancer cell line revealed that TAp73 activates serine biosynthesis, resulting in increased intracellular levels of serine and glycine, associated to accumulation of glutamate, tricarboxylic acid (TCA) anaplerotic intermediates and GSH. However, at molecular level p73 does not directly regulate serine metabolic enzymes, but transcriptionally controls a key enzyme of glutaminolysis, glutaminase-2 (GLS-2). p73, through GLS-2, favors conversion of glutamine in glutamate, which in turn drives the serine biosynthetic pathway. Serine and glutamate can be then employed for GSH synthesis, thus the p73-dependent metabolic switch enables potential response against oxidative stress. In knockdown experiment, indeed, TAp73 depletion completely abrogates cancer cell proliferation capacity in serine/glycine-deprivation, supporting the role of p73 to help cancer cells under metabolic stress. These findings implicate p73 in regulation of cancer metabolism and suggest that TAp73 influences glutamine and serine metabolism, affecting GSH synthesis and determining cancer pathogenesis.


Subject(s)
DNA-Binding Proteins/physiology , Lung Neoplasms/metabolism , Nuclear Proteins/physiology , Serine/biosynthesis , Tumor Suppressor Proteins/physiology , Cell Line, Tumor , Cell Proliferation , Gene Expression Regulation, Enzymologic , Gene Expression Regulation, Neoplastic , Glutaminase/genetics , Glutaminase/metabolism , Humans , Phosphoglycerate Dehydrogenase/genetics , Phosphoglycerate Dehydrogenase/metabolism , Phosphoric Monoester Hydrolases/metabolism , Protein Isoforms/physiology , Transaminases/genetics , Transaminases/metabolism , Transcription, Genetic , Tumor Protein p73
9.
Oncogene ; 32(6): 797-802, 2013 Feb 07.
Article in English | MEDLINE | ID: mdl-22469988

ABSTRACT

Tumor cells activate pathways that facilitate and stimulate glycolysis even in the presence of adequate levels of oxygen in order to satisfy their continuous need of molecules, such as nucleotides, ATP and fatty acids, necessary to support their rapid proliferation. Accordingly, a variety of human tumors are characterized by elevated expression levels of the hexokinase 2 isoform (HK2). Although different molecular mechanisms, including genetic and epigenetic mechanisms, have been suggested to account for the altered expression of HK2 in tumors, the potential role of microRNAs (miRNAs) in the regulation of HK2 expression has not been evaluated. Here, we report that miR-143 inhibits HK2 expression via a conserved miR-143 recognition motif located in the 3'-untranslated region (3'UTR) of HK2 mRNA. We demonstrate that miR143 inhibits HK2 expression both in primary keratinocytes and in head and neck squamous cell carcinoma (HNSCC)-derived cell lines. Importantly, we found that miR-143 inversely correlates with HK2 expression in HNSCC-derived cell lines and in primary tumors. We also report that the miRNA-dependent regulation of hexokinase expression is not limited to HK2 as miR-138 targets HK1 via a specific recognition motif located in its 3'UTR. All these data unveil a new miRNA-dependent mechanism of regulation of hexokinase expression potentially important in the regulation of glucose metabolism of cancer cells.


Subject(s)
Carcinoma, Squamous Cell/genetics , Gene Expression Regulation, Neoplastic , Head and Neck Neoplasms/genetics , Hexokinase/genetics , MicroRNAs/physiology , Cell Line, Tumor , Humans , Keratinocytes/metabolism
10.
Oncogene ; 32(1): 127-34, 2013 Jan 03.
Article in English | MEDLINE | ID: mdl-22310291

ABSTRACT

Silencing of microRNAs (miRNAs) by promoter CpG island methylation may be an important mechanism in prostate carcinogenesis. To screen for epigenetically silenced miRNAs in prostate cancer (PCa), we treated prostate normal epithelial and carcinoma cells with 5-aza-2'-deoxycytidine (AZA) and subsequently examined expression changes of 650 miRNAs by megaplex stemloop reverse transcription-quantitative PCR. After applying a selection strategy, we analyzed the methylation status of CpG islands upstream to a subset of miRNAs by methylation-specific PCR. The CpG islands of miR-18b, miR-132, miR-34b/c, miR-148a, miR-450a and miR-542-3p showed methylation patterns congruent with their expression modulations in response to AZA. Methylation analysis of these CpG islands in a panel of 50 human prostate carcinoma specimens and 24 normal controls revealed miR-132 to be methylated in 42% of human cancer cases in a manner positively correlated to total Gleason score and tumor stage. Expression analysis of miR-132 in our tissue panel confirmed its downregulation in methylated tumors. Re-expression of miR-132 in PC3 cells induced cell detachment followed by cell death (anoikis). Two pro-survival proteins-heparin-binding epidermal growth factor and TALIN2-were confirmed as direct targets of miR-132. The results of this study point to miR-132 as a methylation-silenced miRNA with an antimetastatic role in PCa controlling cellular adhesion.


Subject(s)
DNA Methylation , Gene Silencing , MicroRNAs/genetics , Prostatic Neoplasms/genetics , Cell Line, Tumor , CpG Islands , Epigenesis, Genetic , Heparin-binding EGF-like Growth Factor , Humans , Intercellular Signaling Peptides and Proteins/genetics , Male , Polymerase Chain Reaction , Prostatic Neoplasms/pathology , Reverse Transcriptase Polymerase Chain Reaction , Talin/genetics
11.
Cell Death Dis ; 3: e397, 2012 Oct 04.
Article in English | MEDLINE | ID: mdl-23034332

ABSTRACT

Although cancers are highly heterogeneous at the genomic level, they can manifest common patterns of gene expression. Here, we use gene expression signatures to interrogate two major processes in cancer, proliferation and tissue remodeling. We demonstrate that proliferation and remodeling signatures are partially independent and result in four distinctive cancer subtypes. Cancers with the proliferation signature are characterized by signatures of p53 and PTEN inactivation and concomitant Myc activation. In contrast, remodeling correlates with RAS, HIF-1α and NFκB activation. From the metabolic point of view, proliferation is associated with upregulation of glycolysis and serine/glycine metabolism, whereas remodeling is characterized by a downregulation of oxidative phosphorylation. Notably, the proliferation signature correlates with poor outcome in lung, prostate, breast and brain cancer, whereas remodeling increases mortality rates in colorectal and ovarian cancer.


Subject(s)
Cell Proliferation , Neoplasms/metabolism , Cluster Analysis , Epithelial-Mesenchymal Transition , Gene Expression Profiling , Glycolysis , Humans , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Kaplan-Meier Estimate , NF-kappa B/metabolism , Neoplasms/mortality , Neoplasms/pathology , Oxidative Phosphorylation , PTEN Phosphohydrolase/metabolism , Proto-Oncogene Proteins c-myc/metabolism , Tumor Suppressor Protein p53/metabolism , ras Proteins/metabolism
12.
Opt Express ; 19(21): 20571-9, 2011 Oct 10.
Article in English | MEDLINE | ID: mdl-21997064

ABSTRACT

We used quantitative phase imaging to measure the dispersion relation, i.e. decay rate vs. spatial mode, associated with mass transport in live cells. This approach applies equally well to both discrete and continuous mass distributions without the need for particle tracking. From the quadratic experimental curve specific to diffusion, we extracted the diffusion coefficient as the only fitting parameter. The linear portion of the dispersion relation reveals the deterministic component of the intracellular transport. Our data show a universal behavior where the intracellular transport is diffusive at small scales and deterministic at large scales. Measurements by our method and particle tracking show that, on average, the mass transport in the nucleus is slower than in the cytoplasm.


Subject(s)
Biological Transport , Cell Nucleus/metabolism , Cytoplasm/metabolism , Neuroglia/metabolism , Algorithms , Animals , Biotechnology/methods , Diffusion , Equipment Design , Hippocampus/metabolism , Humans , Light , Microglia/metabolism , Microscopy, Interference/methods , Neurons/metabolism , Optics and Photonics , Scattering, Radiation , Spectrophotometry/methods
14.
Oncogene ; 28(44): 3857-65, 2009 Nov 05.
Article in English | MEDLINE | ID: mdl-19718052

ABSTRACT

Long interspersed nuclear elements-1 (L1s) are highly repetitive DNA elements that are capable of altering the human genome through retrotransposition. To protect against L1 retroposition, the cell downregulates the expression of L1 proteins by various mechanisms, including high-density cytosine methylation of L1 promoters and DICER-dependent destruction of L1 mRNAs. In this report, a large number of p53 responsive elements, or p53 DNA binding sites, were detected in L1 elements within the human genome. At least some of these p53 responsive elements are functional and can act to increase the levels of L1 mRNA expression. The p53 protein can directly bind to a short 15-nucleotide sequence within the L1 promoter. This p53 responsive element within L1 is a recent addition to evolution, appearing approximately 20 million years ago. This suggests an interplay between L1 elements, which have a rich history of causing changes in the genome, and the p53 protein, the function of which is to protect against genomic changes. To understand these observations, a model is proposed in which the increased expression of L1 mRNAs by p53 actually increases, rather than decreases, the genomic stability through amplification of p53-dependent processes for genomic protection.


Subject(s)
Evolution, Molecular , Genome, Human/physiology , Genomic Instability/physiology , Long Interspersed Nucleotide Elements/physiology , Response Elements/physiology , Tumor Suppressor Protein p53/metabolism , Cell Line, Tumor , DNA Methylation/physiology , Gene Expression Regulation/physiology , Humans , Models, Genetic , RNA, Messenger/biosynthesis , RNA, Messenger/genetics , Ribonuclease III/genetics , Ribonuclease III/metabolism , Tumor Suppressor Protein p53/genetics
15.
J Mol Evol ; 67(5): 465-87, 2008 Nov.
Article in English | MEDLINE | ID: mdl-18855041

ABSTRACT

Phylogenetic trees based on mtDNA polymorphisms are often used to infer the history of recent human migrations. However, there is no consensus on which method to use. Most methods make strong assumptions which may bias the choice of polymorphisms and result in computational complexity which limits the analysis to a few samples/polymorphisms. For example, parsimony minimizes the number of mutations, which biases the results to minimizing homoplasy events. Such biases may miss the global structure of the polymorphisms altogether, with the risk of identifying a "common" polymorphism as ancient without an internal check on whether it either is homoplasic or is identified as ancient because of sampling bias (from oversampling the population with the polymorphism). A signature of this problem is that different methods applied to the same data or the same method applied to different datasets results in different tree topologies. When the results of such analyses are combined, the consensus trees have a low internal branch consensus. We determine human mtDNA phylogeny from 1737 complete sequences using a new, direct method based on principal component analysis (PCA) and unsupervised consensus ensemble clustering. PCA identifies polymorphisms representing robust variations in the data and consensus ensemble clustering creates stable haplogroup clusters. The tree is obtained from the bifurcating network obtained when the data are split into k = 2,3,4,...,kmax clusters, with equal sampling from each haplogroup. Our method assumes only that the data can be clustered into groups based on mutations, is fast, is stable to sample perturbation, uses all significant polymorphisms in the data, works for arbitrary sample sizes, and avoids sample choice and haplogroup size bias. The internal branches of our tree have a 90% consensus accuracy. In conclusion, our tree recreates the standard phylogeny of the N, M, L0/L1, L2, and L3 clades, confirming the African origin of modern humans and showing that the M and N clades arose in almost coincident migrations. However, the N clade haplogroups split along an East-West geographic divide, with a "European R clade" containing the haplogroups H, V, H/V, J, T, and U and a "Eurasian N subclade" including haplogroups B, R5, F, A, N9, I, W, and X. The haplogroup pairs (N9a, N9b) and (M7a, M7b) within N and M are placed in nonnearest locations in agreement with their expected large TMRCA from studies of their migrations into Japan. For comparison, we also construct consensus maximum likelihood, parsimony, neighbor joining, and UPGMA-based trees using the same polymorphisms and show that these methods give consistent results only for the clade tree. For recent branches, the consensus accuracy for these methods is in the range of 1-20%. From a comparison of our haplogroups to two chimp and one bonobo sequences, and assuming a chimp-human coalescent time of 5 million years before present, we find a human mtDNA TMRCA of 206,000 +/- 14,000 years before present.


Subject(s)
DNA, Mitochondrial/genetics , Phylogeny , Principal Component Analysis , Racial Groups/genetics , Animals , Cluster Analysis , Computer Simulation , Databases, Nucleic Acid , Emigration and Immigration , Evolution, Molecular , Humans , Mutation/genetics , Pan paniscus/genetics , Pan troglodytes/genetics , Polymorphism, Genetic
16.
Phys Rev Lett ; 100(1): 018104, 2008 Jan 11.
Article in English | MEDLINE | ID: mdl-18232824

ABSTRACT

The mechanics of cells is strongly affected by molecular motors that generate forces in the cellular cytoskeleton. We develop a model for cytoskeletal networks driven out of equilibrium by molecular motors exerting transient contractile stresses. Using this model we show how motor activity can dramatically increase the network's bulk elastic moduli. We also show how motor binding kinetics naturally leads to enhanced low-frequency stress fluctuations that result in nonequilibrium diffusive motion within an elastic network, as seen in recent in vitro and in vivo experiments.


Subject(s)
Cytoskeleton/chemistry , Gels/chemistry , Molecular Motor Proteins/chemistry , Myosins/chemistry , Elasticity , Kinetics , Models, Biological , Thermodynamics , Viscosity
17.
Addict Behav ; 32(12): 2727-36, 2007 Dec.
Article in English | MEDLINE | ID: mdl-17499443

ABSTRACT

While it has long been recognized that self-reported drug use may be at variance with objectively obtained evidence such as urine toxicology assays, few studies have explored the behavioral correlates of such discrepancies. Here we compared self-reported and objective measures of stimulant drug use for 162 HIV infected individuals and identified a sub-group with discrepancies between data obtained via the two methods. Results showed poorer neurocognitive performance (attention, learning/memory) and lower medication adherence rates for the discrepant group as compared to those who either acknowledged their drug use or accurately denied recent stimulant use. Using the Millon Clinical Multiaxial Inventory-III, it was also found that those in the discrepant group were more hesitant to reveal psychopathology. Comparisons of self-reported and objectively measured medication adherence data are also discussed.


Subject(s)
Central Nervous System Stimulants , HIV Infections/drug therapy , Patient Compliance/statistics & numerical data , Substance-Related Disorders/psychology , Adult , Analysis of Variance , Data Collection/methods , Female , HIV Infections/psychology , Health Knowledge, Attitudes, Practice , Humans , Male , Medical Records , Self Disclosure , Substance-Related Disorders/diagnosis , Surveys and Questionnaires/standards
18.
Oncogene ; 26(9): 1317-23, 2007 Feb 26.
Article in English | MEDLINE | ID: mdl-17322917

ABSTRACT

Cancer biology finds itself in a post-genomic era and the hopes of using inherited genetic variants to improve prevention and treatment strategies are widespread. One of the largest types of inherited genetic variation is the single nucleotide polymorphism (SNP), of which there are at least 4.5 million. The challenge now becomes how to discover which polymorphisms alter cancer in humans and how to begin to understand their mechanism of action. In this report, a series of recent publications will be reviewed that have studied a polymorphism in the p53 tumor suppressor pathway, MDM2 SNP309. These reports have lent insights into how germline genetic variants of the p53 pathway could interact with gender, environmental stresses and tumor genetics to affect cancer in humans. Importantly, these observations have also exposed potential nodes of intervention, which could prove valuable in both the prevention and treatment of this disease in humans.


Subject(s)
Neoplasms/genetics , Oxidative Stress , Polymorphism, Single Nucleotide , Sex Factors , Tumor Suppressor Protein p53/genetics , Estrogens/metabolism , Female , Humans , Male , Mutation , Neoplasms/metabolism , Proto-Oncogene Proteins c-mdm2/metabolism , Signal Transduction , Smoking , Tumor Suppressor Protein p53/metabolism , Virus Diseases
19.
Science ; 314(5800): 795-8, 2006 Nov 03.
Article in English | MEDLINE | ID: mdl-17082452

ABSTRACT

We studied the kinetics of sublimating crystals with single-particle resolution by experiments with colloidal spheres and by computer simulations. A short-range attraction between spheres led to crystallites one to three layers thick. The spheres were tracked with optical microscopy while the attraction was reduced and the crystals sublimated. Large crystallites sublimated by escape of particles from the perimeter. The rate of shrinkage was greatly enhanced, however, when the size decreased to less than 20 to 50 particles, depending on the location in the phase diagram. At this size, the crystallites transformed into a dense amorphous structure, which rapidly vaporized. The enhancement of kinetics by metastable or unstable phases may play a major role in the melting, freezing, and annealing of crystals.

20.
Phys Rev E Stat Nonlin Soft Matter Phys ; 73(6 Pt 1): 061501, 2006 Jun.
Article in English | MEDLINE | ID: mdl-16906830

ABSTRACT

The Brownian motions of microscopic particles in viscous or viscoelastic fluids can be used to measure rheological properties. This is the basis of recently developed one- and two-particle microrheology techniques. For increased temporal and spatial resolution, some microrheology techniques employ optical traps, which introduce additional forces on the particles. We have systematically studied the effect that confinement of particles by optical traps has on their auto- and cross-correlated fluctuations. We show that trapping causes anticorrelations in the motion of two particles at low frequencies. We demonstrate how these anticorrelations depend on trap strength and the shear modulus of viscoelastic media. We present a method to account for the effects of optical traps, which permits the quantitative measurement of viscoelastic properties in one- and two-particle microrheology over an extended frequency range in a variety of viscous and viscoelastic media.

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