A Profile Likelihood Analysis of the Constrained MSSM with Genetic Algorithms

The Constrained Minimal Supersymmetric Standard Model (CMSSM) is one of the simplest and most widely-studied supersymmetric extensions to the standard model of particle physics. Nevertheless, current data do not sufficiently constrain the model parameters in a way completely independent of priors, statistical measures and scanning techniques. We present a new technique for scanning supersymmetric parameter spaces, optimised for frequentist profile likelihood analyses and based on Genetic Algorithms. We apply this technique to the CMSSM, taking into account existing collider and cosmological data in our global fit. We compare our method to the MultiNest algorithm, an efficient Bayesian technique, paying particular attention to the best-fit points and implications for particle masses at the LHC and dark matter searches. Our global best-fit point lies in the focus point region. We find many high-likelihood points in both the stau co-annihilation and focus point regions, including a previously neglected section of the co-annihilation region at large m_0. We show that there are many high-likelihood points in the CMSSM parameter space commonly missed by existing scanning techniques, especially at high masses. This has a significant influence on the derived confidence regions for parameters and observables, and can dramatically change the entire statistical inference of such scans.Comment: 47 pages, 8 figures; Fig. 8, Table 7 and more discussions added to Sec. 3.4.2 in response to referee's comments; accepted for publication in JHE

Assessment of two malaria rapid diagnostic tests in children under five years of age, with follow-up of false-positive pLDH test results, in a hyperendemic falciparum malaria area, Sierra Leone

ABSTRACT: BACKGROUND: Most malaria rapid diagnostic tests (RDTs) use HRP2 detection, including Paracheck-Pf(R), but their utility is limited by persistent false positivity after treatment. PLDH-based tests become negative more quickly, but sensitivity has been reported below the recommended standard of 90%. A new pLDH test, CareStartTM three-line P.f/PAN-pLDH, claims better sensitivity with continued rapid conversion to negative. The study aims were to 1) compare sensitivity and specificity of CareStartTM to Paracheck-Pf(R) to diagnose falciparum malaria in children under five years of age, 2) assess how quickly false-positive CareStartTM tests become negative and 3) evaluate ease of use and inter-reader agreement of both tests. METHODS: Participants were included if they were aged between two and 59 months, presenting to a Medecins Sans Frontieres community health centre in eastern Sierra Leone with suspected malaria defined as fever (axillary temperature > 37.5degreesC) and/or history of fever in the previous 72 hours and no signs of severe disease. The same capillary blood was used for the RDTs and the blood slide, the latter used as the gold standard reference. All positive participants were treated with supervised artesunate and amodiaquine treatment for three days. Participants with a persistent false-positive CareStartTM, but a negative blood slide on Day 2, were followed with repeated CareStartTM and blood slide tests every seven days until CareStartTM became negative or a maximum of 28 days. RESULTS: Sensitivity of CareStartTM was 99.4% (CI 96.8-100.0, 168/169) and of Paracheck-Pf(R), 98.8% (95% CI 95.8-99.8, 167/169). Specificity of CareStartTM was 96.0% (CI 91.9-98.4, 167/174) and of Paracheck-Pf(R), 74.7% (CI 67.6-81.0, 130/174) (p<0.001). Neither test showed any change in sensitivity with decreasing parasitaemia. Of the 155 eligible follow-up CareStartTM participants, 63.9% (99/155) had a false-positive test on day 2, 21.3% (33/155) on day 7, 5.8% (9/155) on day 14, 1.9% (3/155) on day 21 and 0.6% (1/155) on day 28. The median time for test negativity was seven days. CareStartTM was as easy to use and interpret as Paracheck-Pf(R) with excellent inter-reader agreement. CONCLUSIONS: Both RDTs were highly sensitive, met WHO standards for the detection of falciparum malaria monoinfections where parasitaemia was >100 parasites/mul and were easy to use. CareStartTM persistent false positivity decreased quickly after successful anti-malarial treatment, making it a good choice for a RDT for a hyperendemic falciparum malaria area

Dichotomy of Tyrosine Hydroxylase and Dopamine Regulation between Somatodendritic and Terminal Field Areas of Nigrostriatal and Mesoaccumbens Pathways

Measures of dopamine-regulating proteins in somatodendritic regions are often used only as static indicators of neuron viability, overlooking the possible impact of somatodendritic dopamine (DA) signaling on behavior and the potential autonomy of DA regulation between somatodendritic and terminal field compartments. DA reuptake capacity is less in somatodendritic regions, possibly placing a greater burden on de novo DA biosynthesis within this compartment to maintain DA signaling. Therefore, regulation of tyrosine hydroxylase (TH) activity may be particularly critical for somatodendritic DA signaling. Phosphorylation of TH at ser31 or ser40 can increase activity, but their impact on L-DOPA biosynthesis in vivo is unknown. Thus, determining their relationship with L-DOPA tissue content could reveal a mechanism by which DA signaling is normally maintained. In Brown-Norway Fischer 344 F1 hybrid rats, we quantified TH phosphorylation versus L-DOPA accumulation. After inhibition of aromatic acid decarboxylase, L-DOPA tissue content per recovered TH protein was greatest in NAc, matched by differences in ser31, but not ser40, phosphorylation. The L-DOPA per catecholamine and DA turnover ratios were significantly greater in SN and VTA, suggesting greater reliance on de novo DA biosynthesis therein. These compartmental differences reflected an overall autonomy of DA regulation, as seen by decreased DA content in SN and VTA, but not in striatum or NAc, following short-term DA biosynthesis inhibition from local infusion of the TH inhibitor α-methyl-p-tyrosine, as well as in the long-term process of aging. Such data suggest ser31 phosphorylation plays a significant role in regulating TH activity in vivo, particularly in somatodendritic regions, which may have a greater reliance on de novo DA biosynthesis. Thus, to the extent that somatodendritic DA release affects behavior, TH regulation in the midbrain may be critical for DA bioavailability to influence behavior

Tipo físico ideal e satisfação com a imagem corporal de praticantes de caminhada Tipo físico ideal y satisfaccion con la imagen corporal de los praticantes de caminata Ideal physical type and body image satisfaction of regular walkers

O objetivo do presente estudo foi quantificar o tipo físico ideal e verificar o nível de insatisfação com a imagem corporal de praticantes de caminhada. Participaram do estudo 186 pessoas: 87 mulheres (idade = 28,70 ± 12,6 anos, estatura = 161,6 ± 6,2cm, massa corporal = 58,9 ± 12,0kg e gordura = 25,7 ± 7,8 G%) e 98 homens (idade = 27,9 ± 12,9 anos, estatura = 177,2 ± 6,9cm, massa corporal = 75,0 ± 12,3kg e gordura = 13,3 ± 6,1 G%). Solicitou-se que as pessoas indicassem qual silhueta correspondia ao seu corpo atualmente e qual gostariam de atingir. Apenas 24% das mulheres estão satisfeitas. A silhueta 3 foi apontada como ideal a ser atingido por 55% das mulheres (silhueta 2 = 18%; e 4 = 21%). A silhueta 3, de acordo com os resultados desse estudo, corresponde ao G% 20,5 ± 0,9% (EPM) e ao IMC de 20,0 ± 0,3kg/m² (EPM). Quanto aos homens, apenas 18% estão satisfeitos. A silhueta 4 foi apontada como ideal por 47% dos homens (silhueta 3 = 23%; e 5 = 19%). A silhueta 4 corresponde ao G% 9,8 ± 1,4% (EPM) e ao IMC de 23,1 ± 0,4kg/m² (EPM). Existe um tipo físico ideal para ambos os sexos. Não houve diferença entre o grau de insatisfação com a imagem corporal entre os sexos.<br>El objetivo del presente estudio fué cuantificar el tipo físico ideal y verificar el nivel de insatisfacción con la imagen corporal de praticantes de caminata. Participaron del estudio 186 personas: 87 mujeres (edades = 28,70 ± 12,6 años, estatura = 161,6 ± 6,2 cm, masa corporal = 58,9 ± 12,0 kg y gordura = 25,7 ± 7,8 G%) y 98 hombres (edades = 27.9 ± 12,9 años, estatura = 177,2 ± 6,9 cm, masa corporal = 75,0 ± 12,3 kg y gordura = 13,3 ± 6,1 G%). Se solicitó que las personas indicasen cual era la silueta que correspondía a su cuerpo actualmente e cual guastarian de tener. Apenas 24% de las mujeres están satisfechas. La silueta 3 fué designada como ideal a ser presentada por el 55 % de las mujeres (silueta 2 = 18%; y 4 = 21%). La silueta 3, de acuerdo con los resultados de este estudio, corresponde al G% 20,5 ± 0,9% (EPM) y al IMC de 20,0 ± 0,3 kg/m² (EPM). En cuanto a los hombres, apenas el 18% están satisfechos. La silueta 4 fué apuntada como ideal por el 47% de los hombres (silueta 3 = 23%; y 5 = 19 %). La silueta 4 corresponde al G% 9,8 ± 1,4% (EPM) y al IMC de 23,1 ± 0,4 kg/m² (EPM). Existe un tipo físico ideal para ambos sexos. No hubo diferencia entre el grado de insatisfación con la imagen corporal entre los sexos.<br>The objective of the present study was to quantify the ideal physical type and to verify the body image satisfaction level of regular walkers. One hundred and eighty six individuals participated in this study as follows: 87 women (age = 28.70 ± 12.6 years, stature = 161.6 ± 6.2 cm, body mass = 58.9 ± 12.0 kg and fat = 25.7 ± 7.8 F%) and 98 men (age = 27.9 ± 12.9 years, stature = 177.2 ± 6.9 cm, body mass = 75.0 ± 12.3 kg and fat = 13.3 ± 6.1 F%). The individuals were asked to indicate which profile corresponded to his/her body and which profile they wanted to reach. Only 24% of women are satisfied. Profile 3 was pointed as ideal to be reached by 55% of women (profile 2 = 18%; and profile 4 = 21%). Profile 3, according to results of this study, corresponded to F% of 20.5 ± 0.9% (EPM) and to MBI of 20.0 ± 0.3 kg/m² (EPM). In relation to men, only 18% are satisfied. Profile 4 was pointed as ideal by 46% of men (profile 3 = 23%; and profile 5 = 19%). Profile 4 corresponds to F% of 9.8 ± 1.4% (EPM) and to BMI of 23.1 ± 0.4 kg/m² (EPM). There is an ideal physical type for both genders. No difference with body image satisfaction degree between genders was verified