ipa Phosphatidylinositol Metabolism, Phospholipases, Lipidomics, and Cancer:In Memoriam of Michael J. O. Wakelam (1955-2020) [Tribute] By feedproxy.google.com Published On :: 2020-04-28T14:30:27-07:00 Full Article
ipa Macrophage polarization is linked to Ca2+-independent phospholipase A2{beta}-derived lipids and cross-cell signaling in mice [Research Articles] By feedproxy.google.com Published On :: 2020-02-01T00:05:23-08:00 Phospholipases A2 (PLA2s) catalyze hydrolysis of the sn-2 substituent from glycerophospholipids to yield a free fatty acid (i.e., arachidonic acid), which can be metabolized to pro- or anti-inflammatory eicosanoids. Macrophages modulate inflammatory responses and are affected by Ca2+-independent phospholipase A2 (PLA2)β (iPLA2β). Here, we assessed the link between iPLA2β-derived lipids (iDLs) and macrophage polarization. Macrophages from WT and KO (iPLA2β–/–) mice were classically M1 pro-inflammatory phenotype activated or alternatively M2 anti-inflammatory phenotype activated, and eicosanoid production was determined by ultra-performance LC ESI-MS/MS. As a genotypic control, we performed similar analyses on macrophages from RIP.iPLA2β.Tg mice with selective iPLA2β overexpression in β-cells. Compared with WT, generation of select pro-inflammatory prostaglandins (PGs) was lower in iPLA2β–/–, and that of a specialized pro-resolving lipid mediator (SPM), resolvin D2, was higher; both changes are consistent with the M2 phenotype. Conversely, macrophages from RIP.iPLA2β.Tg mice exhibited an opposite landscape, one associated with the M1 phenotype: namely, increased production of pro-inflammatory eicosanoids (6-keto PGF1α, PGE2, leukotriene B4) and decreased ability to generate resolvin D2. These changes were not linked with secretory PLA2 or cytosolic PLA2α or with leakage of the transgene. Thus, we report previously unidentified links between select iPLA2β-derived eicosanoids, an SPM, and macrophage polarization. Importantly, our findings reveal for the first time that β-cell iPLA2β-derived signaling can predispose macrophage responses. These findings suggest that iDLs play critical roles in macrophage polarization, and we posit that they could be targeted therapeutically to counter inflammation-based disorders. Full Article
ipa A novel NanoBiT-based assay monitors the interaction between lipoprotein lipase and GPIHBP1 in real time [Methods] By feedproxy.google.com Published On :: 2020-04-01T00:05:29-07:00 The hydrolysis of triglycerides in triglyceride-rich lipoproteins by LPL is critical for the delivery of triglyceride-derived fatty acids to tissues, including heart, skeletal muscle, and adipose tissues. Physiologically active LPL is normally bound to the endothelial cell protein glycosylphosphatidylinositol-anchored high-density lipoprotein binding protein 1 (GPIHBP1), which transports LPL across endothelial cells, anchors LPL to the vascular wall, and stabilizes LPL activity. Disruption of LPL-GPIHBP1 binding significantly alters triglyceride metabolism and lipid partitioning. In this study, we modified the NanoLuc® Binary Technology split-luciferase system to develop a novel assay that monitors the binding of LPL to GPIHBP1 on endothelial cells in real time. We validated the specificity and sensitivity of the assay using endothelial lipase and a mutant version of LPL and found that this assay reliably and specifically detected the interaction between LPL and GPIHBP1. We then interrogated various endogenous and exogenous inhibitors of LPL-mediated lipolysis for their ability to disrupt the binding of LPL to GPIHBP1. We found that angiopoietin-like (ANGPTL)4 and ANGPTL3-ANGPTL8 complexes disrupted the interactions of LPL and GPIHBP1, whereas the exogenous LPL blockers we tested (tyloxapol, poloxamer-407, and tetrahydrolipstatin) did not. We also found that chylomicrons could dissociate LPL from GPIHBP1 and found evidence that this dissociation was mediated in part by the fatty acids produced by lipolysis. These results demonstrate the ability of this assay to monitor LPL-GPIHBP1 binding and to probe how various agents influence this important complex. Full Article
ipa The grease trap: uncovering the mechanism of the hydrophobic lid in Cutibacterium acnes lipase [Research Articles] By feedproxy.google.com Published On :: 2020-05-01T00:05:27-07:00 Acne is one of the most common dermatological conditions, but the details of its pathology are unclear, and current management regimens often have adverse effects. Cutibacterium acnes is known as a major acne-associated bacterium that derives energy from lipase-mediated sebum lipid degradation. C. acnes is commensal, but lipase activity has been observed to differ among C. acnes types. For example, higher populations of the type IA strains are present in acne lesions with higher lipase activity. In the present study, we examined a conserved lipase in types IB and II that was truncated in type IA C. acnes strains. Closed, blocked, and open structures of C. acnes ATCC11828 lipases were elucidated by X-ray crystallography at 1.6–2.4 Å. The closed crystal structure, which is the most common form in aqueous solution, revealed that a hydrophobic lid domain shields the active site. By comparing closed, blocked, and open structures, we found that the lid domain-opening mechanisms of C. acnes lipases (CAlipases) involve the lid-opening residues, Phe-179 and Phe-211. To the best of our knowledge, this is the first structure-function study of CAlipases, which may help to shed light on the mechanisms involved in acne development and may aid in future drug design. Full Article
ipa GPIHBP1, a partner protein for lipoprotein lipase, is expressed only in capillary endothelial cells [Images In Lipid Research] By feedproxy.google.com Published On :: 2020-05-01T00:05:27-07:00 Full Article
ipa Adipose Triglyceride Lipase is a Key Lipase for the Mobilization of Lipid Droplets in Human Beta Cells and Critical for the Maintenance of Syntaxin1a Level in Beta Cells By diabetes.diabetesjournals.org Published On :: 2020-03-31T14:12:19-07:00 Lipid droplets (LDs) are frequently increased when excessive lipid accumulation leads to cellular dysfunction. Distinct from mouse beta cells, LDs are prominent in human beta cells, however, the regulation of LD mobilization (lipolysis) in human beta cells remains unclear. We found that glucose increases lipolysis in non-diabetic human islets, but not in type 2 diabetic (T2D) islets, indicating dysregulation of lipolysis in T2D islets. Silencing adipose triglyceride lipase (ATGL) in human pseudoislets (shATGL) increased triglycerides, and the number and size of LDs indicating that ATGL is the principal lipase in human beta cells. In shATGL pseudoislets, biphasic glucose-stimulated insulin secretion (GSIS) and insulin secretion to IBMX and KCl were all reduced without altering oxygen consumption rate compared with scramble control. Like human islets, INS1 cells showed visible LDs, glucose responsive lipolysis, and impairment of GSIS after ATGL silencing. ATGL deficient INS1 cells and human pseudoislets showed reduced Stx1a, a key SNARE component. Proteasomal degradation of Stx1a was accelerated likely through reduced palmitoylation in ATGL deficient INS1 cells. Therefore, ATGL is responsible for LD mobilization in human beta cells and supports insulin secretion by stabilizing Stx1a. The dysregulated lipolysis may contribute to LD accumulation and beta cell dysfunction in T2D islets. Full Article
ipa Adipose Triglyceride Lipase is a Key Lipase for the Mobilization of Lipid Droplets in Human Beta Cells and Critical for the Maintenance of Syntaxin1a Level in Beta Cells By diabetes.diabetesjournals.org Published On :: 2020-04-20T08:51:08-07:00 Lipid droplets (LDs) are frequently increased when excessive lipid accumulation leads to cellular dysfunction. Distinct from mouse beta cells, LDs are prominent in human beta cells, however, the regulation of LD mobilization (lipolysis) in human beta cells remains unclear. We found that glucose increases lipolysis in non-diabetic human islets, but not in type 2 diabetic (T2D) islets, indicating dysregulation of lipolysis in T2D islets. Silencing adipose triglyceride lipase (ATGL) in human pseudoislets (shATGL) increased triglycerides, and the number and size of LDs indicating that ATGL is the principal lipase in human beta cells. In shATGL pseudoislets, biphasic glucose-stimulated insulin secretion (GSIS) and insulin secretion to IBMX and KCl were all reduced without altering oxygen consumption rate compared with scramble control. Like human islets, INS1 cells showed visible LDs, glucose responsive lipolysis, and impairment of GSIS after ATGL silencing. ATGL deficient INS1 cells and human pseudoislets showed reduced Stx1a, a key SNARE component. Proteasomal degradation of Stx1a was accelerated likely through reduced palmitoylation in ATGL deficient INS1 cells. Therefore, ATGL is responsible for LD mobilization in human beta cells and supports insulin secretion by stabilizing Stx1a. The dysregulated lipolysis may contribute to LD accumulation and beta cell dysfunction in T2D islets. Full Article
ipa Patient's rights in research - moving beyond participation By feeds.bmj.com Published On :: Thu, 25 Jul 2019 14:54:57 +0000 At EBM live recently, we ran a workshop with researchers, patients and clinicians to talk about patient rights in research - should patients be setting the full research agenda? Should they be full participants and authors? Helen Macdonald, BMJ’s UK research editor and co-host of our talk evidence podcast sat down to Paul Wicks, researcher and... Full Article
ipa NCEP-Defined Metabolic Syndrome, Diabetes, and Prevalence of Coronary Heart Disease Among NHANES III Participants Age 50 Years and Older By diabetes.diabetesjournals.org Published On :: 2003-05-01 Charles M. AlexanderMay 1, 2003; 52:1210-1214Complications Full Article
ipa Longitudinal Metabolome-Wide Signals Prior to the Appearance of a First Islet Autoantibody in Children Participating in the TEDDY Study By diabetes.diabetesjournals.org Published On :: 2020-02-20T11:55:30-08:00 Children at increased genetic risk for type 1 diabetes (T1D) after environmental exposures may develop pancreatic islet autoantibodies (IA) at a very young age. Metabolic profile changes over time may imply responses to exposures and signal development of the first IA. Our present research in The Environmental Determinants of Diabetes in the Young (TEDDY) study aimed to identify metabolome-wide signals preceding the first IA against GAD (GADA-first) or against insulin (IAA-first). We profiled metabolomes by mass spectrometry from children’s plasma at 3-month intervals after birth until appearance of the first IA. A trajectory analysis discovered each first IA preceded by reduced amino acid proline and branched-chain amino acids (BCAAs), respectively. With independent time point analysis following birth, we discovered dehydroascorbic acid (DHAA) contributing to the risk of each first IA, and -aminobutyric acid (GABAs) associated with the first autoantibody against insulin (IAA-first). Methionine and alanine, compounds produced in BCAA metabolism and fatty acids, also preceded IA at different time points. Unsaturated triglycerides and phosphatidylethanolamines decreased in abundance before appearance of either autoantibody. Our findings suggest that IAA-first and GADA-first are heralded by different patterns of DHAA, GABA, multiple amino acids, and fatty acids, which may be important to primary prevention of T1D. Full Article
ipa Quality of dietary fat and genetic risk of type 2 diabetes: individual participant data meta-analysis By feeds.bmj.com Published On :: Thursday, July 25, 2019 - 09:00 Full Article
ipa United against coronavirus through art - Government of India calls artists to participate in a unique art competition By jamaica-gleaner.com Published On :: Sun, 05 Apr 2020 00:14:47 -0500 The COVID-19 pandemic around the world has taken the world by storm, touching the lives of every human being on Earth. The global nature of the crisis has united us as human beings and tragedy and deaths in any country by COVID-19 worry us all.... Full Article
ipa Lipokine 5-PAHSA Is Regulated by Adipose Triglyceride Lipase and Primes Adipocytes for De Novo Lipogenesis in Mice By diabetes.diabetesjournals.org Published On :: 2020-02-20T11:55:30-08:00 Branched esters of palmitic acid and hydroxystearic acid (PAHSA) are anti-inflammatory and antidiabetic lipokines that connect glucose and lipid metabolism. We aimed to characterize involvement of the 5-PAHSA regioisomer in the adaptive metabolic response of white adipose tissue (WAT) to cold exposure (CE) in mice, exploring the cross talk between glucose utilization and lipid metabolism. CE promoted local production of 5- and 9-PAHSAs in WAT. Metabolic labeling of de novo lipogenesis (DNL) using 2H2O revealed that 5-PAHSA potentiated the effects of CE and stimulated triacylglycerol (TAG)/fatty acid (FA) cycling in WAT through impacting lipogenesis and lipolysis. Adipocyte lipolytic products were altered by 5-PAHSA through selective FA re-esterification. The impaired lipolysis in global adipose triglyceride lipase (ATGL) knockout mice reduced free PAHSA levels and uncovered a metabolite reservoir of TAG-bound PAHSAs (TAG estolides) in WAT. Utilization of 13C isotope tracers and dynamic metabolomics documented that 5-PAHSA primes adipocytes for glucose metabolism in a different way from insulin, promoting DNL and impeding TAG synthesis. In summary, our data reveal new cellular and physiological mechanisms underlying the beneficial effects of 5-PAHSA and its relation to insulin action in adipocytes and independently confirm a PAHSA metabolite reservoir linked to ATGL-mediated lipolysis. Full Article
ipa Within-Trial Evaluation of Medical Resources, Costs, and Quality of Life Among Patients With Type 2 Diabetes Participating in the Exenatide Study of Cardiovascular Event Lowering (EXSCEL) By care.diabetesjournals.org Published On :: 2020-01-20T12:00:30-08:00 OBJECTIVE To compare medical resource use, costs, and health utilities for 14,752 patients with type 2 diabetes who were randomized to once-weekly exenatide (EQW) or placebo in addition to usual diabetes care in the Exenatide Study of Cardiovascular Event Lowering (EXSCEL). RESEARCH DESIGN AND METHODS Medical resource use data and responses to the EuroQol 5-Dimension (EQ-5D) instrument were collected at baseline and throughout the trial. Medical resources and medications were assigned values by using U.S. Medicare payments and wholesale acquisition costs, respectively. Secondary analyses used English costs. RESULTS Patients were followed for an average of 3.3 years, during which time those randomized to EQW experienced 0.41 fewer inpatient days (7.05 vs. 7.46 days; relative rate ratio 0.91; P = 0.05). Rates of outpatient medical visits were similar, as were total inpatient and outpatient costs. Mean costs for nonstudy diabetes medications over the study period were ~$1,600 lower with EQW than with placebo (P = 0.01). Total within-study costs, excluding study medication, were lower in the EQW arm than in the placebo arm ($28,907 vs. $30,914; P ≤ 0.01). When including the estimated cost of EQW, total mean costs were significantly higher in the EQW group than in the placebo group ($42,697 vs. $30,914; P < 0.01). With English costs applied, mean total costs, including exenatide costs, were £1,670 higher in the EQW group than the placebo group (£10,874 vs. £9,204; P < 0.01). There were no significant differences in EQ-5D health utilities between arms over time. CONCLUSIONS Medical costs were lower in the EQW arm than the placebo arm, but total costs were significantly higher once the cost of branded exenatide was incorporated. Full Article
ipa HIPAA fee limitation no longer applies to third-party access to health records By www.ada.org Published On :: Fri, 07 Feb 2020 16:01:00 -0600 Following a ruling in federal court two days prior, the Department of Health and Human Services announced Jan. 25 that the Health Insurance Portability and Accountability Act Privacy Rule fee limitations do not apply to requests to transmit copies of records to third-parties. Full Article
ipa Private practice pays $100,000 settlement for potential HIPAA violation By www.ada.org Published On :: Fri, 06 Mar 2020 14:13:00 -0600 Ogden, Utah — The Office for Civil Rights announced March 3 that it had reached a settlement with Dr. Steven A. Porter’s medical practice to settle a potential violation of the Health Insurance Portability and Accountability Act security rule. Full Article
ipa ADA offers free e-books on managing finances, HIPAA training April 8-14 By www.ada.org Published On :: Tue, 07 Apr 2020 11:26:00 -0500 As part of its ongoing efforts to support dentists during the COVID-19 pandemic, the ADA is offering members two free e-books the week of April 8-14: “Managing Finances: Best Practices” and “The ADA Practical Guide to HIPAA Training.” Full Article
ipa ADA seeks participants for 2020 SNODENT review By www.ada.org Published On :: Thu, 09 Apr 2020 11:54:00 -0500 The American Dental Association is seeking qualified individuals to join a canvass committee to consider approval of the 2020 revision of the Systemized Nomenclature of Dentistry. Full Article
ipa Two new dental benefit guides address common hurdles anticipated when reopening practices By www.ada.org Published On :: Mon, 04 May 2020 11:26:00 -0500 In the face of economic challenges, the ADA has released two online guides relating to third-party payment programs available at ADA.org/virus that are intended to help smooth the path of reopening practices: Handling Contract Negotiations and Handling Eligibility Verification Full Article
ipa Astronauts anticipate first crewed launch from U.S. soil in nine years By www.upi.com Published On :: Fri, 01 May 2020 18:15:49 -0400 The two astronauts who are to begin a new era of human spaceflight from U.S. soil this month said Friday they hope to inspire generations of Americans. Full Article
ipa Seeking Participants for a Study on How COVID-19 is Affecting Sex and Relationships By feedproxy.google.com Published On :: Wed, 25 Mar 2020 14:45:00 +0000 The COVID-19 coronavirus pandemic is causing a number of societal changes that are new to nearly all of us, with governments around the world locking down cities and countries in an attempt to slow the spread of the virus. This situation is pushing some people together, but pulling others apart—and we’ve never seen anything quite like it in the modern era. Countless media articles have been written about the ways in which this is affecting people’s sex lives and relationships; however, most of them are purely speculative. This led some of my colleagues at the Kinsey Institute and I to wonder what’s really happening—and we’ve designed a study to help us better understand how emergency situations like this affect people’s sexual and romantic lives, which may help us to better plan and prepare for similar events in the future. Full Article Professional Issues in Psychology
ipa Coronavirus Squeezes Supply of Chromebooks, iPads, and Other Digital Learning Devices By feedproxy.google.com Published On :: Wed, 01 Apr 2020 00:00:00 +0000 School districts are competing against each other for purchases of digital devices as remote learning expands to schools across the country. Full Article Massachusetts
ipa N. Carolina principal sorry for racial remark during meeting By feedproxy.google.com Published On :: 2020-05-05T17:34:38-04:00 Full Article Education
ipa Assistant Principal Removed After Writing Book With White Nationalist Symbol By feedproxy.google.com Published On :: Wed, 16 Aug 2017 00:00:00 +0000 The assistant principal wrote a children's book featuring Pepe the Frog, a cartoon character that has been adopted by the alt-right. Full Article Texas
ipa Elementary Principal Touts Benefits of Extended School Day By feedproxy.google.com Published On :: Mon, 01 May 2017 00:00:00 +0000 Students at Bellevue Elementary in Syracuse, N.Y., spend an extra 70 minutes at school each day, and their principal says the extended school day has improved their academic performance. Full Article New_York
ipa Tennessee Seeks New Teacher, Principal Requirements in 'Science of Reading' By feedproxy.google.com Published On :: Mon, 03 Feb 2020 00:00:00 +0000 The Tennessee department of education is proposing unsually comprehensive legislation that will require all current and new K-3 teachers, and those who train them, to know evidence-based reading instruction. Full Article Tennessee
ipa 'I've Had a Lot of Survivor's Guilt': Columbine High's Former Principal on Healing His Community By feedproxy.google.com Published On :: Tue, 16 Apr 2019 00:00:00 +0000 Frank DeAngelis, who was the principal of Columbine High School from 1996-2014, talks about the steps he took to heal students and staff in the wake of the school shooting. Full Article Colorado
ipa N. Carolina principal sorry for racial remark during meeting By feedproxy.google.com Published On :: 2020-05-05T15:15:06-04:00 Full Article Education
ipa How Principals and District Leaders Are Trying to Boost Lagging Teacher Morale During COVID-19 By feedproxy.google.com Published On :: 2020-05-08T13:07:19-04:00 Knowing the shift to remote learning would be tough for teachers, school and district administrators have scrambled to assemble as many kinds of supports as they can. Full Article Education
ipa In Anticipation of Major Hurricane, Hawaii Shuts Down Public Schools By feedproxy.google.com Published On :: Tue, 28 Aug 2018 00:00:00 +0000 All of Hawaii's public schools were closed down last week in anticipation of a powerful hurricane. Full Article Hawaii
ipa Newark Principals Speak Out, Get Suspended by Christie's Superintendent By feedproxy.google.com Published On :: Sat, 18 Jan 2014 00:00:00 +0000 Now Newark, New Jersey, is exploding, thanks to the attempts at intimidation by Governor Christie's hand-picked superintendent of schools, Cami Anderson. Full Article New_Jersey
ipa Utah Will Ask for Test Participation Waiver From ESSA By feedproxy.google.com Published On :: Fri, 09 Feb 2018 00:00:00 +0000 Utah's state board members said last week that they support its state's test participation law which conflicts with the Every Student Succeeds Act. Full Article Utah
ipa Meet the Principal Who's Never In Her Office (Video) By feedproxy.google.com Published On :: Fri, 19 Oct 2018 00:00:00 +0000 Bethany Hill, the principal at Central Elementary School in Cabot, Ark., shuns a formal office in favor of roving around classrooms, hallways, the playground, and the cafeteria, where she can be as close as possible to teachers and students all day. Full Article Arkansas
ipa Dual-Language Learning: Making Teacher and Principal Training a Priority By feedproxy.google.com Published On :: Mon, 24 Sep 2018 00:00:00 +0000 In this seventh installment on the growth in dual-language learning, two experts from Delaware explore how state education leaders can build capacity to support both students and educators. Full Article Delaware
ipa First Nations people participation in environmental watering 2018-19. By www.catalog.slsa.sa.gov.au Published On :: Full Article
ipa The community development programme : evaluation of participation and employment outcomes / Department of the Prime Minister and Cabinet. By www.catalog.slsa.sa.gov.au Published On :: Full Article
ipa [Anguttaranikaya pabbakanipata, phuk 11] By search.wellcomelibrary.org Published On :: Full Article
ipa El cólera en Valencia en 1885 : memoria de los trabajos realizados durante la epidemia / presentada por la Alcaldía al Excmo. Ayuntamiento en nombre de la Junta Municipal de Sanidad. By feedproxy.google.com Published On :: Valencia : M. Alufre, 1886. Full Article
ipa Elements of obstetric medicine : with the description and treatment of some of the principal diseases of children / by David D. Davis. By feedproxy.google.com Published On :: London : Taylor and Walton, 1841. Full Article
ipa This State Just Became the First to Restrict Transgender Student Athletes' Participation By feedproxy.google.com Published On :: Wed, 01 Apr 2020 00:00:00 +0000 Idaho became the first state in the country to prohibit transgender girls from participating in girls' school sports after Gov. Brad Little, a Republican, signed the "Fairness in Women's Sports Act" into law Tuesday. Full Article Idaho
ipa Les oeuures du R. P. Gabriel de Castaigne, tant medicinales que chymiques, : diuisées en quatre principaux traitez. I. Le paradis terrestre. II. Le grand miracle de la nature metallique. III. L'or potable. IV. Le thresor philosophique de la medec By feedproxy.google.com Published On :: A Paris : Chez Iean Dhourry, au bout du Pont-Neuf, près les Augustins, à l'Image S. Iean, M. DC. LXI. [1661] Full Article
ipa Coins of the principal currencies of the world. Coloured engraving, 1851 (?). By feedproxy.google.com Published On :: Paris (28 et 29 rue St. Sulpice) : Maison Bouasse-Lebel, Imp. Edit. et ancienne Maison Basset reunies, [1851?] Full Article
ipa Grace Darling participating in the rescue of survivors from the shipwrecked Forfarshire in 1838 off the Farne Islands, coast of Northumberland. Photograph after W.B. Scott. By feedproxy.google.com Published On :: [19--?] Full Article
ipa What Principals Learn From Roughing It in the Woods By feedproxy.google.com Published On :: Tue, 29 Oct 2019 00:00:00 +0000 In three days of rock climbing, orienteering, and other challenging outdoor experiences, principals get to examine their own—and others’—strengths and weaknesses as leaders. Full Article Missouri
ipa Psychosocial characteristics of drug-abusing women / by Marvin R. Burt, principal investigator ; Thomas J. Glynn, Barbara J. Sowder ; Burt Associates, Inc. By search.wellcomelibrary.org Published On :: Rockville, Maryland : National Institute on Drug Abuse, 1979. Full Article
ipa Sydney in 1848 : illustrated by copper-plate engravings of its principal streets, public buildings, churches, chapels, etc. / from drawings by Joseph Fowles. By feedproxy.google.com Published On :: 28/04/2016 12:00:00 AM Full Article
ipa Adaptive estimation in the supremum norm for semiparametric mixtures of regressions By projecteuclid.org Published On :: Thu, 23 Apr 2020 22:01 EDT Heiko Werner, Hajo Holzmann, Pierre Vandekerkhove. Source: Electronic Journal of Statistics, Volume 14, Number 1, 1816--1871.Abstract: We investigate a flexible two-component semiparametric mixture of regressions model, in which one of the conditional component distributions of the response given the covariate is unknown but assumed symmetric about a location parameter, while the other is specified up to a scale parameter. The location and scale parameters together with the proportion are allowed to depend nonparametrically on covariates. After settling identifiability, we provide local M-estimators for these parameters which converge in the sup-norm at the optimal rates over Hölder-smoothness classes. We also introduce an adaptive version of the estimators based on the Lepski-method. Sup-norm bounds show that the local M-estimator properly estimates the functions globally, and are the first step in the construction of useful inferential tools such as confidence bands. In our analysis we develop general results about rates of convergence in the sup-norm as well as adaptive estimation of local M-estimators which might be of some independent interest, and which can also be applied in various other settings. We investigate the finite-sample behaviour of our method in a simulation study, and give an illustration to a real data set from bioinformatics. Full Article
ipa On the predictive potential of kernel principal components By projecteuclid.org Published On :: Wed, 15 Apr 2020 04:02 EDT Ben Jones, Andreas Artemiou, Bing Li. Source: Electronic Journal of Statistics, Volume 14, Number 1, 1--23.Abstract: We give a probabilistic analysis of a phenomenon in statistics which, until recently, has not received a convincing explanation. This phenomenon is that the leading principal components tend to possess more predictive power for a response variable than lower-ranking ones despite the procedure being unsupervised. Our result, in its most general form, shows that the phenomenon goes far beyond the context of linear regression and classical principal components — if an arbitrary distribution for the predictor $X$ and an arbitrary conditional distribution for $Yvert X$ are chosen then any measureable function $g(Y)$, subject to a mild condition, tends to be more correlated with the higher-ranking kernel principal components than with the lower-ranking ones. The “arbitrariness” is formulated in terms of unitary invariance then the tendency is explicitly quantified by exploring how unitary invariance relates to the Cauchy distribution. The most general results, for technical reasons, are shown for the case where the kernel space is finite dimensional. The occurency of this tendency in real world databases is also investigated to show that our results are consistent with observation. Full Article
ipa Estimation of a semiparametric transformation model: A novel approach based on least squares minimization By projecteuclid.org Published On :: Tue, 04 Feb 2020 22:03 EST Benjamin Colling, Ingrid Van Keilegom. Source: Electronic Journal of Statistics, Volume 14, Number 1, 769--800.Abstract: Consider the following semiparametric transformation model $Lambda_{ heta }(Y)=m(X)+varepsilon $, where $X$ is a $d$-dimensional covariate, $Y$ is a univariate response variable and $varepsilon $ is an error term with zero mean and independent of $X$. We assume that $m$ is an unknown regression function and that ${Lambda _{ heta }: heta inTheta }$ is a parametric family of strictly increasing functions. Our goal is to develop two new estimators of the transformation parameter $ heta $. The main idea of these two estimators is to minimize, with respect to $ heta $, the $L_{2}$-distance between the transformation $Lambda _{ heta }$ and one of its fully nonparametric estimators. We consider in particular the nonparametric estimator based on the least-absolute deviation loss constructed in Colling and Van Keilegom (2019). We establish the consistency and the asymptotic normality of the two proposed estimators of $ heta $. We also carry out a simulation study to illustrate and compare the performance of our new parametric estimators to that of the profile likelihood estimator constructed in Linton et al. (2008). Full Article
ipa Generalized probabilistic principal component analysis of correlated data By Published On :: 2020 Principal component analysis (PCA) is a well-established tool in machine learning and data processing. The principal axes in PCA were shown to be equivalent to the maximum marginal likelihood estimator of the factor loading matrix in a latent factor model for the observed data, assuming that the latent factors are independently distributed as standard normal distributions. However, the independence assumption may be unrealistic for many scenarios such as modeling multiple time series, spatial processes, and functional data, where the outcomes are correlated. In this paper, we introduce the generalized probabilistic principal component analysis (GPPCA) to study the latent factor model for multiple correlated outcomes, where each factor is modeled by a Gaussian process. Our method generalizes the previous probabilistic formulation of PCA (PPCA) by providing the closed-form maximum marginal likelihood estimator of the factor loadings and other parameters. Based on the explicit expression of the precision matrix in the marginal likelihood that we derived, the number of the computational operations is linear to the number of output variables. Furthermore, we also provide the closed-form expression of the marginal likelihood when other covariates are included in the mean structure. We highlight the advantage of GPPCA in terms of the practical relevance, estimation accuracy and computational convenience. Numerical studies of simulated and real data confirm the excellent finite-sample performance of the proposed approach. Full Article