Ventricularisation of the left atrium: a rare cause of left ventricular dysfunction in a patient with mitral valve prolapse

Case: A 11 yo girl with Marfan syndrome was referred to cardiac MR (CMR) to measure the size of her thoracic aorta. She had a typical phenotype with arachnodactyly, abnormally long arms, and was tall and slim (156 cm, 28 kg, body mass index 11,5 kg/m2). She complained of no symptoms. Cardiac auscultation revealed a prominent mid-systolic click and an end-systolic murmur at the apex. A recent echocardiogram showed a moderately dilated left ventricle with normal function and a mitral valve prolapse with moderate mitral valve regurgitation. CMR showed a dilatation of the aortic root (38 mm, Z-score 8.9) and a severe prolapse of the mitral valve with regurgitation. The ventricular cavity was moderately dilated (116 ml/m2) and its contraction was hyperdynamic (stroke volume (SV): 97 ml; LVEF 72%, with the LV volumes measured by modified Simpson method from the apex to the mitral annulus). In this patient however, the mitral prolapse was characterized by a severe backward movement of the valve toward the left atrium (LA) in systole and the dyskinetic movement of the atrioventricular plane caused a ventricularisation of a part of the LA in systole (Figure). This resulted in a significant reduction of LVEF: more than ¼ of the apparent SV was displaced backwards into the ventricularized LA volume, reducing the effective LVEF to 51% (effective SV 69ml). Moreover, by flow measurement, the SV across the ascending aorta was 30 ml (cardiac index 2.0 l/min/m2) allowing the calculation of a regurgitant fraction across the mitral valve of 56%, which was diagnostic for a severe mitral valve insufficiency. Conclusion: This case illustrates the phenomenon of a ventricularisation of the LA where the severe prolapse gives the illusion of a higher attachement of the mitral leaflets within the atrial wall. Besides the severe mitral regurgitation, this paradoxical backwards movement of the valve causes an intraventricular unloading during systole reducing the apparent LVEF of 72% to an effective LVEF of only 51%. In addition, forward flow fraction is only 22% after accounting for the regurgitant volume, as well. This combined involvement of the mitral valve could explain the discrepancy between a low output state and an apparently hyperdynamic LV contraction. Due to its ability to precisely measure flows and volumes, CMR is particularly suited to detect this phenomenon and to quantify its impact on the LV pump function.

Psychosocial Quality-of-Life, Lifestyle and Adiposity: A Longitudinal Study in Pre-schoolers (Ballabeina Study).

PURPOSE: In obesity prevention, understanding psychosocial influences in early life is pivotal. Reviews reported contradictory results and a lack of longitudinal studies focusing on underlying lifestyle factors. This study tested whether psychosocial Quality-Of-Life (QOL) was associated with pre-schoolers' lifestyle and adiposity changes over one school year and whether lifestyle moderated the latter. It was hypothesised that QOL might not impact adiposity in everybody but that this might depend on preceding lifestyle. METHOD: Longitudinal data from 291 Swiss pre-schoolers (initially 3.9-6.3 years) was available. The following measures were used in longitudinal regressions: psychosocial QOL by PedsQL, adiposity (BMI z-score, waist, fat%), diet (food frequency), sedentary time and accelerometer-based activity. RESULTS: Concerning lifestyle, low psychosocial QOL was only related to unfavourable changes in diet (less fruit β = 0.21 and more fat intake β = -0.28) and lower physical activity (β = 0.21). Longitudinal QOL-adiposity relations appeared only after moderation by lifestyle factors (beta-range 0.13-0.67). Low psychosocial QOL was associated with increased adiposity in children with an unhealthy diet intake or high sedentary time. By contrast, low psychosocial QOL was associated with decreasing adiposity in high fruit consumers or more physically active pre-schoolers. CONCLUSION: Results emphasise the need for testing moderation in the QOL-adiposity relation. An unhealthy diet can be a vulnerability factor and high physical activity a protective factor in QOL-related adiposity. Consequently, QOL and lifestyle should be targeted concurrently in multi-factorial obesity prevention. The environment should be an 'activity encouraging, healthy food zone' that minimises opportunities for stress-induced eating. In addition, appropriate stress coping skills should be acquired.

O papel dos programas interlaboratoriais para a qualidade dos resultados analíticos

Interlaboratorial programs are conducted for a number of purposes: to identify problems related to the calibration of instruments, to assess the degree of equivalence of analytical results among several laboratories, to attribute quantity values and its uncertainties in the development of a certified reference material and to verify the performance of laboratories as in proficiency testing, a key quality assurance technique, which is sometimes used in conjunction with accreditation. Several statistics tools are employed to assess the analytical results of laboratories participating in an intercomparison program. Among them are the z-score technique, the elypse of confidence and the Grubbs and Cochran test. This work presents the experience in coordinating an intercomparison exercise in order to determine Ca, Al, Fe, Ti and Mn, as impurities in samples of silicon metal of chemical grade prepared as a candidate for reference material.

Avaliação de laboratórios brasileiros na determinação de alguns parâmetros de qualidade de biocombustíveis

This work shows the results of a Proficiency Testing performed by a partnership between INMETRO and ANP. The performance of 49 Brazilian laboratories (using the z-score statistical test) in determining 10 quality parameters of ethanol fuel and biodiesel was evaluated. The certified reference values were provided by INMETRO, allowing a more rigorous assessment of the laboratories. For hydrous ethanol, the acidity parameter showed the lowest number of laboratories with satisfactory results (48%), while 85% of the laboratories presented satisfactory results for ethanol content. For biodiesel, the percentage of laboratories with satisfactory results ranged from 46% (kinematic viscosity) to 92% (acid number).

Relação cerebroplacentária e acidemia ao nascimento em gestações com insuficiência placentária detectada antes da 34ª semana de gestação

OBJETIVO: avaliar a hipótese de que a relação cerebroplacentária (RCP) fetal relaciona-se com acidemia no nascimento, em gestações complicadas pela insuficiência placentária detectada antes da 34ª semana de gestação. MÉTODOS: trata-se de coorte prospectiva de 55 pacientes entre a 26ª e a 34ª semanas de gestação, com diagnóstico de insuficiência placentária caracterizada pelo Doppler de artéria umbilical alterado (índice de pulsatilidade >p95). Para cada paciente foi realizada avaliação da vitalidade fetal pela doplervelocimetria de artéria umbilical, artéria cerebral média e ducto venoso, e pelo perfil biofísico fetal. Foi calculada a RCP pela razão entre os valores do índice de pulsatilidade da artéria umbilical e da artéria cerebral média, bem como o cálculo de seu z-score (número de desvios padrão que se afasta da média para a idade gestacional). A acidemia no nascimento foi caracterizada quando pH<7,2. RESULTADOS: das 55 pacientes, 29 (52,7%) apresentaram acidemia no nascimento. O grupo com acidemia, comparado ao grupo com pH>7,2, apresentou associação significativa com os valores da RCP (mediana 0,47 versus 0,58; p=0,009), índice de pulsatilidade da artéria umbilical (mediana 2,45 versus 1,93; p=0,003), índice de pulsatilidade para veias (IPV) do ducto venoso (mediana 1,08 versus 0,85; p=0,034) e perfil biofísico fetal suspeito ou alterado (37 versus 8%; p=0,031). A análise da RCP pelo seu z-score demonstrou tendência de maior afastamento negativo da média, mas sem atingir valor significativo (p=0,08). Foi constatada correlação significativa entre o pH no nascimento e a RCP (r=0,45; p<0,01), o z-score da RCP (r=0,27; p<0,05) e o IPV do ducto venoso (r=-0,35 p<0,01). CONCLUSÃO: A RCP associa-se à presença de acidemia no nascimento nas gestações com insuficiência placentária antes da 34ª semana, e esse parâmetro pode configurar potencial fator para avaliação da gravidade do comprometimento fetal.

Dengue virus-induced regulation of the host cell translational machinery

Dengue virus (DV)-induced changes in the host cell protein synthesis machinery are not well understood. We investigated the transcriptional changes related to initiation of protein synthesis. The human hepatoma cell line, HepG2, was infected with DV serotype 2 for 1 h at a multiplicity of infection of one. RNA was extracted after 6, 24 and 48 h. Microarray results showed that 36.5% of the translation factors related to initiation of protein synthesis had significant differential expression (Z-score ≥ ±2.0). Confirmation was obtained by quantitative real-time reverse transcription-PCR. Of the genes involved in the activation of mRNA for cap-dependent translation (eIF4 factors), eIF4A, eIF4G1 and eIF4B were up-regulated while the negative regulator of translation eIF4E-BP3 was down-regulated. This activation was transient since at 24 h post-infection levels were not significantly different from control cells. However, at 48 h post-infection, eIF4A, eIF4E, eIF4G1, eIF4G3, eIF4B, and eIF4E-BP3 were down-regulated, suggesting that cap-dependent translation could be inhibited during the progression of infection. To test this hypothesis, phosphorylation of p70S6K and 4E-BP1, which induce cap-dependent protein synthesis, was assayed. Both proteins remained phosphorylated when assayed at 6 h after infection, while infection induced dephosphorylation of p70S6K and 4E-BP1 at 24 and 48 h of infection, respectively. Taken together, these results provide biological evidence suggesting that in HepG2 cells DV sustains activation of the cap-dependent machinery at early stages of infection, but progression of infection switches protein synthesis to a cap-independent process.

Differential gene expression profiles of hepatocellular carcinomas associated or not with viral infection

Chronic hepatitis B (HBV) and C (HCV) virus infections are the most important factors associated with hepatocellular carcinoma (HCC), but tumor prognosis remains poor due to the lack of diagnostic biomarkers. In order to identify novel diagnostic markers and therapeutic targets, the gene expression profile associated with viral and non-viral HCC was assessed in 9 tumor samples by oligo-microarrays. The differentially expressed genes were examined using a z-score and KEGG pathway for the search of ontological biological processes. We selected a non-redundant set of 15 genes with the lowest P value for clustering samples into three groups using the non-supervised algorithm k-means. Fisher’s linear discriminant analysis was then applied in an exhaustive search of trios of genes that could be used to build classifiers for class distinction. Different transcriptional levels of genes were identified in HCC of different etiologies and from different HCC samples. When comparing HBV-HCC vs HCV-HCC, HBV-HCC/HCV-HCC vs non-viral (NV)-HCC, HBC-HCC vs NV-HCC, and HCV-HCC vs NV-HCC of the 58 non-redundant differentially expressed genes, only 6 genes (IKBKβ, CREBBP, WNT10B, PRDX6, ITGAV, and IFNAR1) were found to be associated with hepatic carcinogenesis. By combining trios, classifiers could be generated, which correctly classified 100% of the samples. This expression profiling may provide a useful tool for research into the pathophysiology of HCC. A detailed understanding of how these distinct genes are involved in molecular pathways is of fundamental importance to the development of effective HCC chemoprevention and treatment.

Low serum concentrations of 25-hydroxyvitamin D in children and adolescents with systemic lupus erythematosus

We evaluated the concentrations of 25-hydroxyvitamin D [25(OH)D] in children and adolescents with juvenile systemic lupus erythematosus (JSLE) and associated them with disease duration and activity, use of medication (chloroquine and glucocorticoids), vitamin D intake, calcium and alkaline phosphatase levels, and bone mineral density. Thirty patients with JSLE were evaluated and compared to 30 healthy individuals, who were age and gender matched. Assessment was performed of clinical status, disease activity, anthropometry, laboratory markers, and bone mineral density. The 30 patients included 25 (83.3%) females and 16 (53.3%) Caucasians, with a mean age of 13.7 years. The mean age at diagnosis was 10.5 years and mean disease duration was 3.4 years. Mean levels of calcium, albumin, and alkaline phosphatase were significantly lower in patients with JSLE compared with controls (P<0.001, P=0.006, and P<0.001, respectively). Twenty-nine patients (97%) and 23 controls (77%) had 25(OH)D concentrations lower than 32 ng/mL, with significant differences between them (P<0.001). Fifteen patients (50%) had vitamin D levels <20 ng/mL and 14 had vitamin D levels between 20 and 32 ng/mL. However, these values were not associated with greater disease activity, higher levels of parathormone, medication intake, or bone mineral density. Vitamin D concentrations were similar with regard to ethnic group, body mass index, height for age, and pubertal stage. Significantly more frequently than in controls, we observed insufficient serum concentrations of 25(OH)D in patients with JSLE; however, we did not observe any association with disease activity, higher levels of parathormone, lower levels of alkaline phosphatase, use of medications, or bone mineral density alterations.

De novo transcriptome assembly and annotation of the isopod Idotea balthica

The Baltic Sea is a unique environment that contains unique genetic populations. In order to study these populations on a genetic level basic molecular research is needed. The aim of this thesis was to provide a basic genetic resource for population genomic studies by de novo assembling a transcriptome for the Baltic Sea isopod Idotea balthica. RNA was extracted from a whole single adult male isopod and sequenced using Illumina (125bp PE) RNA-Seq. The reads were preprocessed using FASTQC for quality control, TRIMMOMATIC for trimming, and RCORRECTOR for error correction. The preprocessed reads were then assembled with TRINITY, a de Bruijn graph-based assembler, using different k-mer sizes. The different assemblies were combined and clustered using CD-HIT. The assemblies were evaluated using TRANSRATE for quality and filtering, BUSCO for completeness, and TRANSDECODER for annotation potential. The 25-mer assembly was annotated using PANNZER (protein annotation with z-score) and BLASTX. The 25-mer assembly represents the best first draft assembly since it contains the most information. However, this assembly shows high levels of polymorphism, which currently cannot be differentiated as paralogs or allelic variants. Furthermore, this assembly is incomplete, which could be improved by sampling additional developmental stages.

The positive impact of red palm oil in school meals on vitamin A status: study in Burkina Faso

Affiliation: Augustin Zeba & Hélène Delisle : Département de nutrition, Faculté de médecine, Université de Montréal

Relations entre les facteurs de risque maternels et l’indice de masse corporelle d’enfants québécois avec surcharge pondérale dans un hôpital de soins tertiaires

L’étiologie de l’obésité infantile est multifactorielle et complexe. Le patrimoine génétique tout comme l’environnement d’un enfant peuvent favoriser l’apparition d’un surplus de poids. C’est pourquoi plusieurs études se sont penchées sur le lien entre l’environnement familial et en particulier le rôle de la mère et le risque d’obésité chez l’enfant. L’objectif est de mieux comprendre quels sont les facteurs de risque maternels spécifiques à chaque population afin de mieux prévenir ce fléau. Ce projet a donc cherché à identifier quelles sont les relations entre les facteurs de risque maternels et l’indice de masse corporelle d’enfants québécois avec surcharge pondérale. Parmi les facteurs de risque étudiés, on note des liens entre le niveau de scolarité de la mère, son statut familial et son niveau d’insécurité alimentaire. Sur le plan cognitif et comportemental, le lien entre l’indice de masse corporelle (IMC) de l’enfant et la perception maternelle du poids de son enfant ainsi que le niveau de restriction alimentaire maternel ont également été analysés. Au total, 47 entrevues ont été complétées par téléphone auprès des mères d’enfants obèses ou en embonpoint grâce à un large questionnaire destiné à décrire le profil des familles consultant les cliniques externes du CHU Ste Justine. Les tests de Fisher pour les variables catégorielles, le test de T de comparaison des moyennes du Z-score de l’IMC des enfants ont permis d’effectuer les analyses statistiques. Les résultats obtenus démontrent qu’un lien existe entre le niveau de scolarité maternel et la présence d’insécurité alimentaire. De même, il a été possible de constater que les enfants avec une mère restrictive des apports alimentaires de leur enfant avaient un Z-score de l’IMC significativement plus élevé. Ces résultats suggèrent qu’il existe des liens entre le profil socio-économique et comportemental de la mère et le surplus de poids de l’enfant. Des tests auprès d’un plus large échantillon seront nécessaires afin de confirmer ces résultats, l’objectif étant, entre autres, de mieux cibler les enfants à risque d’embonpoint ou d’obésité et de mieux outiller les professionnels de la santé en contact avec ces familles.

Vers un outil d'évaluation du langage préscolaire et détecteur de préalables pour l'éducation de base au Cameroun en cas de retard de langage

L’étude présente l’élaboration du premier outil d’évaluation normalisée du langage destiné aux enfants francophones d’âge préscolaire des pays africains qui se caractérisent par l’absence de services publics en orthophonie et la méconnaissance des retards de langage. En s’inspirant des techniques psychométriques langagières utilisées en Amérique du nord et en se basant sur les théories d’acquisition du langage, on a construit un outil appelé Batterie de tests de dépistage approfondi (BATEDA) qui compte onze tests répartis en trois sous-batteries évaluant respectivement l’intégrité des modalités de transmission du langage (BATEM), les composantes langagières (BATEL) et la mémoire verbale (TMV). A partir d’un échantillon de 159 enfants camerounais francophones, on a normalisé la batterie suivant la cote z et les rangs en centile. Les tests présentent une fiabilité inter-juge et intra-juge (p<0,05), une cohérence interne globale d’environ 96% (α de Cronbach=0,958) et une validité prédictive de la réussite scolaire des enfants (r=0,700). Les stratégies d’application de la BATEDA visent à favoriser la pratique du dépistage systématique et la prise en charge des retards de langage au Cameroun, en mettant à contribution les enseignants et les parents comme principaux intervenants. Les implications de cette étude sont de trois ordres : (1) une meilleure connaissance des difficultés langagières, la revalorisation des personnes atteintes et une attitude de vigilance sociale; (2) l’instauration de la pratique de dépistage précoce favorable à l’intervention; (3) une potentielle diminution du taux d’exclusion et d’abandon scolaire d’enfants présentant des retards langagiers à travers un enseignement ciblé en leur faveur.

Cambios en la densitometría ósea en pacientes transplantados hepáticos de la Fundacion Cardioinfantil 2008-2012

Introducción: la osteoporosis es un problema prevalente con alta morbilidad en los pacientes trasplantados hepáticos. Determinar, en una serie de casos (enero 2010- abril 2012) los cambios en la densidad mineral ósea un año después del trasplante hepático en pacientes mayores de 15 años en la fundación Cardioinfantil. Métodos: de 93 pacientes trasplantados, 35 fueron elegibles (tenían densitometria en el año previo y posterior (±3meses) al trasplante, con equipos de la mismas características. Se analizó el T, Z score dependiendo de la edad y densidad mineral ósea de mínimo 2 puntos. Resultados: la mediana de la edad fue 56 años, el 51% de la población fue masculina. La causa más frecuente de trasplante fue alcoholismo (28,6%). Se usaron las definiciones de la OMS para osteoporosis y osteopenia. Las medias (intervalo de confianza del 95%) del cambio en la densidad mineral ósea en porcentaje en columna fue de 1,26% (-11,44, ,13,96); en fémur derecho -5,21(-19,0 , 8,62); fémur izquierdo -7,11 (-20,61 , 6,39); cadera derecha -2,95 (-16,19 , 10,24); en cadera izquierda -8 (-22,93 , 6,93) Conclusiones: la prevalencia de osteoporosis pre trasplante fue similar a la mayoría de estudios, siendo mayor en columna y cuello femoral. Se encontró ganancia no significativa en la densidad mineral ósea a nivel de columna, con pérdida en las demás regiones de magnitud mayor que en otros estudios. Se requieren nuevos estudios para identificar factores de riesgo para pérdida ósea pre y pos trasplante. Métodos: De 93 pacientes trasplantados, 35 fueron elegibles (tenían densitometria en el año previo y posterior (±3meses) al trasplante, con equipos de la mismas características. Se analizó el T, Z score dependiendo de la edad y densidad mineral ósea de mínimo 2 puntos. Resultados: La mediana de la edad fue 56 años, el 51% de la población fue masculina. La causa más frecuente de trasplante fue alcoholismo (28,6%). Se usaron las definiciones de la OMS para osteoporosis y osteopenia. Las medias (intervalo de confianza del 95%) del cambio en la densidad mineral ósea en porcentaje en columna fue de 1,26% (-11,44, ,13,96); en fémur derecho -5,21(-19,0 , 8,62); fémur izquierdo -7,11 (-20,61 , 6,39); cadera derecha -2,95 (-16,19 , 10,24); en cadera izquierda -8 (-22,93 , 6,93) Conclusiones: La prevalencia de osteoporosis pre trasplante fue similar a la mayoría de estudios, siendo mayor en columna y cuello femoral. Se encontró ganancia no significativa en la densidad mineral ósea a nivel de columna, con pérdida en las demás regiones de magnitud mayor que en otros estudios. Se requieren nuevos estudios para identificar factores de riesgo para pérdida ósea pre y pos trasplante.

Caracterización de la relación estratégica comunitaria y la salud financiera en empresas de mercados emergentes

El presente proyecto, se planteó una necesidad clara por satisfacer. Las organizaciones hoy en día, necesitan nuevas herramientas que permitan predecir y minimizar riesgos de mercado, con el fin de mejorar su desempeño, su competitividad, su salud financiera y sobre todo, ser más perdurables en ambientes caóticos e inestables. Se planteó un objetivo claro a cumplir, cómo pueden las empresas mejorar su relación con los consumidores y sus comunidades, con el fin de, identificar factores que impacten positivamente la salud financiera de las organizaciones. Es pertinente, el estudio de la salud financiera en empresas de mercados emergentes y los impactos en la implementación de diferentes estrategias comunitarias para establecer métodos que minimicen los riesgos y mejoren el desempeño empresarial. Para cumplir la propuesta planteada, fue necesario abarcar diferentes fuentes de información relacionadas a temas financieros y de mercadeo. Se buscó, tomar ejemplos, teorías y modelos ya implementados en estudios similares y con objetivos en común, relacionados a: uso de indicadores financieros, valoración corporativa, valoración de los estados financieros, diagnóstico de la salud financiera, el uso de estrategias de mercadeo relacional, la fidelización de clientes y el uso de estrategias comunitarias. Además, fue necesaria la búsqueda de empresas en los mercados emergentes de Brasil y Colombia, que representan el tipo de muestra deseada para desarrollar el estudio y sus objetivos. A dicha empresa, se le realizará una serie de estudios para poder satisfacer las necesidades planteadas en el presente proyecto. Por medio de dichos estudios, se pretende identificar relaciones en el uso de estrategias comunitarias y sus impactos en la salud financiera de las organizaciones. Es importante, identificar factores de riesgo y de protección para prevenir impactos negativos o potencializar aquellos que beneficien a las empresas. Con lo anterior, será posible obtener pruebas o herramientas que mejoren los procesos de toma de decisiones de alta dirección, la formulación de directrices en estrategia corporativa y definición de ventajas competitivas de la organización. Se pretende, brindar una aproximación a nuevos conocimientos y enfoques de estudios, expuestos en el proyecto, para mejorar la ciencia de la gestión, el desempeño y la perdurabilidad empresarial en mercados emergentes. El proyecto, tomó como fuente de estudio, el banco Brasileño Itau Unibanco Holding S.A. que representa de la mejor forma, el tipo de muestra necesaria para poder cumplir con los objetivos planteados. El banco, tienen presencia en la región bastante importante y sigue con metas de expansión e internacionalización. Además de eso, es considerado el banco privado más grande de Brasil, el cuarto mayor de Chile y la quinta institución financiera de Colombia. Ha sido ganador, de varios galardones y reconocimiento por sus buenas practicas, su enfoque hacia la sostenibilidad, la sociedad, el buen ambiente y los derechos. El proyecto, culminó demostrando que efectivamente el uso de estrategias comunitarias tiene un impacto importante en la imagen corporativa, la reputación y como consecuencia, en la estabilidad financiera. Se evidenció, también, el desempeño del banco Itau Unibanco Holding del año 2013, donde, se aplicaron diferentes estudios, indicadores y demás, que demostraron un buen resultado, y por ende, una fuerte posición y salud financiera. Adicionalmente, se mostraron diferentes tipos de estrategias que el banco usa hoy en día dirigidas a las comunidades, evidenciando ejemplos en Brasil y en Chile y describiendo los proyectos, los programas o las estrategias que el banco usa para aportar a la comunidad, ser parte de la sociedad, mejorar su imagen, aumentar su reputación, profundizar en la caracterización de las necesidades de sus consumidores y revertir todo lo anterior en mejores soluciones, mejores productos y mejores formas de relacionamiento. Dicha integración en el ambiente y en el entorno de sus consumidores impacta de buena manera los resultados financieros y permite que la posición en el mercado se mantenga fuerte y firme.

Flight to quality? An investigation of the attributes of sold properties in hot and cold markets

This paper uses sales transaction data in order to examine whether flight from risk phenomena took place in the US office property investment market during the financial crisis of 2007-2009. The effect of the crisis on the pricing of property quality attributes, mainly summarized by the class category of each building, is investigated. In addition, the paper examines how turnover levels were affected by the market downturn and whether there were significant variations between different real estate quality types. The results of the hedonic regression models suggest that the price spread between Class, A, B and C grew significantly during the downturn. We also find that property attributes such as size, height and age are priced significantly different in ‘hot’ and ‘cold’ markets.