Fully automatic segmentation of AP pelvis X-rays via random forest regression with efficient feature selection and hierarchical sparse shape composition

In clinical practice, traditional X-ray radiography is widely used, and knowledge of landmarks and contours in anteroposterior (AP) pelvis X-rays is invaluable for computer aided diagnosis, hip surgery planning and image-guided interventions. This paper presents a fully automatic approach for landmark detection and shape segmentation of both pelvis and femur in conventional AP X-ray images. Our approach is based on the framework of landmark detection via Random Forest (RF) regression and shape regularization via hierarchical sparse shape composition. We propose a visual feature FL-HoG (Flexible- Level Histogram of Oriented Gradients) and a feature selection algorithm based on trace radio optimization to improve the robustness and the efficacy of RF-based landmark detection. The landmark detection result is then used in a hierarchical sparse shape composition framework for shape regularization. Finally, the extracted shape contour is fine-tuned by a post-processing step based on low level image features. The experimental results demonstrate that our feature selection algorithm reduces the feature dimension in a factor of 40 and improves both training and test efficiency. Further experiments conducted on 436 clinical AP pelvis X-rays show that our approach achieves an average point-to-curve error around 1.2 mm for femur and 1.9 mm for pelvis.

Sefer Avḳat rokhel : ṭayṭsh apṭeḳ benshen ...

[Makhir]

Activating enhancer binding protein 2 epsilon (AP-2ε)-deficient mice exhibit increased matrix metalloproteinase 13 expression and progressive osteoarthritis development.

INTRODUCTION The transcription factor activating enhancer binding protein 2 epsilon (AP-2ε) was recently shown to be expressed during chondrogenesis as well as in articular chondrocytes of humans and mice. Furthermore, expression of AP-2ε was found to be upregulated in affected cartilage of patients with osteoarthritis (OA). Despite these findings, adult mice deficient for AP-2ε (Tfap2e(-/-)) do not exhibit an obviously abnormal cartilaginous phenotype. We therefore analyzed embryogenesis of Tfap2e(-/-) mice to elucidate potential transient abnormalities that provide information on the influence of AP-2ε on skeletal development. In a second part, we aimed to define potential influences of AP-2ε on articular cartilage function and gene expression, as well as on OA progression, in adult mice. METHODS Murine embryonic development was accessed via in situ hybridization, measurement of skeletal parameters and micromass differentiation of mesenchymal cells. To reveal discrepancies in articular cartilage of adult wild-type (WT) and Tfap2e(-/-) mice, light and electron microscopy, in vitro culture of cartilage explants, and quantification of gene expression via real-time PCR were performed. OA was induced via surgical destabilization of the medial meniscus in both genotypes, and disease progression was monitored on histological and molecular levels. RESULTS Only minor differences between WT and embryos deficient for AP-2ε were observed, suggesting that redundancy mechanisms effectively compensate for the loss of AP-2ε during skeletal development. Surprisingly, though, we found matrix metalloproteinase 13 (Mmp13), a major mediator of cartilage destruction, to be significantly upregulated in articular cartilage of adult Tfap2e(-/-) mice. This finding was further confirmed by increased Mmp13 activity and extracellular matrix degradation in Tfap2e(-/-) cartilage explants. OA progression was significantly enhanced in the Tfap2e(-/-) mice, which provided evidence for in vivo relevance. This finding is most likely attributable to the increased basal Mmp13 expression level in Tfap2e(-/-) articular chondrocytes that results in a significantly higher total Mmp13 expression rate during OA as compared with the WT. CONCLUSIONS We reveal a novel role of AP-2ε in the regulation of gene expression in articular chondrocytes, as well as in OA development, through modulation of Mmp13 expression and activity.

3CAPS – a structural AP-site analogue as a tool to investigate DNA base excision repair

Abasic sites (AP-sites) are frequent DNA lesions, arising by spontaneous base hydrolysis or as intermediates of base excision repair (BER). The hemiacetal at the anomeric centre renders them chemically reactive, which presents a challenge to biochemical and structural investigation. Chemically more stable AP-site analogues have been used to avoid spontaneous decay, but these do not fully recapitulate the features of natural AP-sites. With its 3′-phosphate replaced by methylene, the abasic site analogue 3CAPS was suggested to circumvent some of these limitations. Here, we evaluated the properties of 3CAPS in biochemical BER assays with mammalian proteins. 3CAPS-containing DNA substrates were processed by APE1, albeit with comparably poor efficiency. APE1-cleaved 3CAPS can be extended by DNA polymerase β but repaired only by strand displacement as the 5′-deoxyribophosphate (dRP) cannot be removed. DNA glycosylases physically and functionally interact with 3CAPS substrates, underlining its structural integrity and biochemical reactivity. The AP lyase activity of bifunctional DNA glycosylases (NTH1, NEIL1, FPG), however, was fully inhibited. Notably, 3CAPS-containing DNA also effectively inhibited the activity of bifunctional glycosylases on authentic substrates. Hence, the chemically stable 3CAPS with its preserved hemiacetal functionality is a potent tool for BER research and a potential inhibitor of bifunctional DNA glycosylases.

The Relationship between AP English Language Performance and College Outcomes

This study focused on the relationship between students’ Advanced Placement (AP) English language performance and their subsequent college success. Targeted students were divided into three groups according to their AP English Language performance. Subsequent college success was measured by students’ first-year college GPA, retention to the second year, and institutional selectivity. The demographic characteristics of the three AP performance groups with regard to gender, ethnicity, and best language spoken are provided. Results indicated that, after controlling for students’ SAT scores as a measure of prior academic performance, AP English Language performance was positively related to all three measures of college success.

Transcriptional repression of serum amyloid A1 by AP -2 contributes to its liver -specific expression

Studies on the transcriptional regulation of serum amyloid A1 (SAA1) gene, a liver specific acute-phase gene, identified a regulatory element in its promoter that functioned to repress (SAA1) gene transcription in nonliver cells. This silencer element interacts with a nuclear protein that is detectable in HeLa cells, fibroblasts and placental tissues but not in liver or liver-derived cells. As the expression pattern of this repressor is consistent with its potential regulatory role in repressing SAA1 expression, and that many other liver gene promoters also contain this repressor binding site, we sought to investigate whether this repressor may have a broader functional role in repressing liver genes. ^ We have utilized protein purification, cell culture, transient and stable gene transfection, and molecular biology approaches to identify this protein and investigate its possible function in the regulation of (SAA1) and other liver genes. Analyses of amino acid sequence of the purified nuclear protein, and western blot and gel shift studies identified the repressor as transcription factor AP-2 or AP-2-like protein. Using transient transfection of DNA into cultured cells, we demonstrate that AP-2 can indeed function as a repressor to inhibit transcription of SAA1 gene promoter. This conclusion is supported by the following experimental results: (1) overexpression of AP-2 in hepatoma cells inhibits conditioned medium (CM)-induced expression of SAA1 promoter; (2) binding of AP-2 to the SAA1 promoter is required for AP-2 repression function; (3) one mechanism by which AP-2 inhibits SAA1 may be by antagonizing the activation function of the strong transactivator NFκB; (4) mutation of AP-2 binding sites results in derepression of SAM promoter in HeLa cells; and (5) inhibition of endogenous AP-2 activity by a dominant-negative mutant abolishes AP-2's inhibitory effect on SAM promoter in HeLa cells. In addition to the SAM promoter, AP-2 also can bind to the promoter regions of six other liver genes tested, suggesting that it may have a broad functional role in restricting the expression of many liver genes in nonliver cells. Consistent with this notion, ectopic expression of AP-2 also represses CM-mediated activation of human third component of complement 3 promoter. Finally, in AP-2-expressing stable hepatoma cell lines, AP-2 inhibits not only the expression of endogenous SAA, but also the expression of several other endogenous liver genes including albumin, α-fetoprotein. ^ Our findings that AP-2 has the ability to repress the expression of liver genes in nonliver cells opens a new avenue of investigation of negative regulation of gene transcription, and should improve our understanding of tissue-specific expression of liver genes. In summary, our data provide evidence suggesting a novel role of AP-2 as a repressor, inhibiting the expression of liver genes in nonliver cells. Thus, the tissue-specific expression of AP-2 may constitute an important mechanism contributing to the liver-specific expression of liver genes. ^

Expression regulation of AP -2 gamma gene

AP-2γ is a member of the AP-2 transcription factor family, is highly enriched in the trophoblast cell lineage, and is essential for placenta development. In an effort to identify factors regulating AP-2γ gene expression we isolated and characterized the promoter and 5′ flanking region of the mouse and human AP-2γ genes. The transcription start site of the mouse AP-2γ gene was mapped by primer extension and 5′ RACE. Transient gene transfer studies showed that basal promoter activity resides within a highly conserved ∼200 by DNA sequence located immediately upstream of the transcription start site. The conserved region is highly GC-rich and lacks typical TATA or CCAAT boxes. Multiple potential Sp and AP-2 binding sites are clustered within this region. Electrophoretic mobility shift assays demonstrated that Sp1 and Sp3 bind to three sites in the promoter region of the mouse AP-2γ gene. Combined mutation of the three putative Sp sites reduced promoter activity by 80% in trophoblast and non-trophoblast cells, demonstrating the functional importance of these sites in AP-2γ gene expression. ^ Mutational analysis of the 5′-flanking region revealed a 117-bp positive regulatory region of the mouse AP-2γ gene located between −5700 and −5583 upstream of the transcription start site. This 117-bp positive regulatory element provided approximately 7-fold enhancement of reporter gene expression in cultured trophoblast cells. A C/EBP-Sp1 transcription factor-binding module is located in this DNA sequence. Electrophoretic mobility shift assays demonstrated that transcription factors Sp1, Sp3 and C/EBP bind to the enhancer element. Mutation of each protein-binding site reduced the enhanced expression significantly. Mutagenesis assays showed that two other protein-binding sites also contribute to the enhancer activity. In summary, we have shown that Sp1 and Sp3 bind to cis-regulatory elements located in the promoter region and contribute to basal promoter activity. We have identified a 117-bp positive regulatory element of AP-2γ gene, and we have shown that Sp and C/EBP proteins bind to the cis -regulatory elements and contribute to the enhanced gene expression. ^

Cazadores recolectores del pedemonte mendocino en el 3000 AP (Puesto Lima, Quebrada de Papagayos, Mendoza, Argentina)

Las investigaciones arqueológicas de Mendoza prestaron poca atención al piedemonte oriental de la precordillera en comparación con las realizadas en valles y sectores de precordillera. Sin embargo, el estudio de este sector resulta clave para entender los patrones de asentamiento-subsistencia de las sociedades cazadoras-recolectoras de la región. Por otro lado, si bien se han postulado modelos para explicar las modalidades de articulación entre tierras altas y bajas durante la prehistoria, no se han definido las variaciones en sentido diacrónico. En este trabajo se apunta a describir las características del registro arqueológico del ambiente del piedemonte oriental de la precordillera de Mendoza, y en particular, de un sitio localizado en la Quebrada de Papagayos, para, análisis de la tecnología lítica mediante, proponer hipótesis referidas a los modos de organización tecnológica y del asentamiento hace aproximadamente 3.000 años AP.

The statuary collection held at the baths of Zeuxippus (Ap 2) and the search for Constantine's museological intentions

Constantino pretendía enseñar al mundo su Constantinopla como la Nueva (la tercera) Troya, el más acabado retrato de la nueva paidea de inspiración griega y romana. Él mismo y su equipo dispusieron de no más que seis años para planear y reconstruir una ciudad entera, la antigua Bizancio; y las artes plásticas, en especial la escultura, ejercieron un rol determinante en todo ese proceso público. Volviendo una vez más la mirada hacia los restos arqueológicos y la descripción literaria de Cristodoro (Antología Griega, libro II) de la colección de estatuas de los Balnearios del Zeuxipo, el presente artículo desenvuelve una lectura museológica de estas estatuas, buscando encuadrarlas en el plan arquitectónico global de Constantino para su nueva capital del Imperio.

The statuary collection held at the baths of Zeuxippus (Ap 2) and the search for Constantine's museological intentions

Constantino pretendía enseñar al mundo su Constantinopla como la Nueva (la tercera) Troya, el más acabado retrato de la nueva paidea de inspiración griega y romana. Él mismo y su equipo dispusieron de no más que seis años para planear y reconstruir una ciudad entera, la antigua Bizancio; y las artes plásticas, en especial la escultura, ejercieron un rol determinante en todo ese proceso público. Volviendo una vez más la mirada hacia los restos arqueológicos y la descripción literaria de Cristodoro (Antología Griega, libro II) de la colección de estatuas de los Balnearios del Zeuxipo, el presente artículo desenvuelve una lectura museológica de estas estatuas, buscando encuadrarlas en el plan arquitectónico global de Constantino para su nueva capital del Imperio.

The statuary collection held at the baths of Zeuxippus (Ap 2) and the search for Constantine's museological intentions

Constantino pretendía enseñar al mundo su Constantinopla como la Nueva (la tercera) Troya, el más acabado retrato de la nueva paidea de inspiración griega y romana. Él mismo y su equipo dispusieron de no más que seis años para planear y reconstruir una ciudad entera, la antigua Bizancio; y las artes plásticas, en especial la escultura, ejercieron un rol determinante en todo ese proceso público. Volviendo una vez más la mirada hacia los restos arqueológicos y la descripción literaria de Cristodoro (Antología Griega, libro II) de la colección de estatuas de los Balnearios del Zeuxipo, el presente artículo desenvuelve una lectura museológica de estas estatuas, buscando encuadrarlas en el plan arquitectónico global de Constantino para su nueva capital del Imperio.

Fossil pollen record of composite sediment core TMD from Tso Moriri, analysis of modern surface pollen samples, mean annual precipitation reconstruction, and digitisation and recalibration of different discussed palaeoclimate proxy records

This paper presents a new fossil pollen record from Tso Moriri (32°54'N, 78°19'E, 4512 m a.s.l.) and seeks to reconstruct changes in mean annual precipitation (MAP) during the last 12,000 years. This high-alpine lake occupies an area of 140 km**2 in a glacial-tectonic valley in the northwestern Himalaya. The region has a cold climate, with a MAP <300 mm, and open vegetation. The hydrology is controlled by the Indian Summer Monsoon (ISM), but winter westerly-associated precipitation also affects the regional water balance. Results indicate that precipitation levels varied significantly during the Holocene. After a rapid increase in MAP, a phase of maximum humidity was reached between ca. 11 to 9.6 cal ka BP, followed by a gradual decline in MAP. This trend parallels the reduction in the Northern Hemisphere summer insolation. Comparison of different palaeoclimate proxy records reveal evidence for a stronger Holocene decrease in precipitation in the northern versus the southern parts of the ISM domain. The long-term trend of ISM weakening is overlaid with several short periods of greater dryness, which are broadly synchronous with the North Atlantic cold spells, suggesting reduced amounts of westerly-associated winter precipitation. Compared to the mid and late Holocene, it appears that westerlies had a greater influence on the western parts of the ISM domain during the early Holocene. During this period, the westerly-associated summer precipitation belt was positioned at Mediterranean latitudes and amplified the ISM-derived precipitation. The Tso Moriri pollen record and moisture reconstructions also suggest that changes in climatic conditions affected the ancient Harappan Civilisation, which flourished in the greater Indus Valley from approximately 5.2 to 3 cal ka BP. The prolonged Holocene trend towards aridity, punctuated by an interval of increased dryness (between ca. 4.5 to 4.3 cal ka BP), may have pushed the Mature Harappan urban settlements (between ca. 4.5 to 3.9 cal ka BP) to develop more efficient agricultural practices to deal with the increasingly acute water shortages. The amplified aridity associated with North Atlantic cooling between ca. 4 to 3.6 and around 3.2 cal ka BP further hindered local agriculture, possibly causing the deurbanisation that occurred from ca. 3.9 cal ka BP and eventual collapse of the Harappan Civilisation between ca. 3.5 to 3 cal ka BP.