Predictability of music descriptor time series and its application to cover song detection

Intuitively, music has both predictable and unpredictable components. In this work we assess this qualitative statement in a quantitative way using common time series models fitted to state-of-the-art music descriptors. These descriptors cover different musical facets and are extracted from a large collection of real audio recordings comprising a variety of musical genres. Our findings show that music descriptor time series exhibit a certain predictability not only for short time intervals, but also for mid-term and relatively long intervals. This fact is observed independently of the descriptor, musical facet and time series model we consider. Moreover, we show that our findings are not only of theoretical relevance but can also have practical impact. To this end we demonstrate that music predictability at relatively long time intervals can be exploited in a real-world application, namely the automatic identification of cover songs (i.e. different renditions or versions of the same musical piece). Importantly, this prediction strategy yields a parameter-free approach for cover song identification that is substantially faster, allows for reduced computational storage and still maintains highly competitive accuracies when compared to state-of-the-art systems.

Applying recommendations to aligncompetences, methodology and assessment in Telematics, Computing and Electronic Engineering courses

The alignment between competences, teaching-learning methodologies and assessment is a key element of the European Higher Education Area. This paper presents the efforts carried out by six Telematics, Computer Science and Electronic Engineering Education teachers towards achieving this alignment in their subjects. In a joint work with pedagogues, a set of recommended actions were identified. A selection of these actions were applied and evaluated in the six subjects. The cross-analysis of the results indicate that the actions allow students to better understand the methodologies and assessment planned for the subjects, facilitate (self-) regulation and increase students’ involvement in the subjects.

Differential Gene Expression between Fall- and Spring-Run Chinook Salmon Assessed by Long Serial Analysis of Gene Expression

Of all Pacific salmonids, Chinook salmon Oncorhynchus tshawytscha display the greatest variability in return times to freshwater. The molecular mechanisms of these differential return times have not been well described. Current methods, such as long serial analysis of gene expression (LongSAGE) and microarrays, allow gene expression to be analyzed for thousands of genes simultaneously. To investigate whether differential gene expression is observed between fall- and spring-run Chinook salmon from California's Central Valley, LongSAGE libraries were constructed. Three libraries containing between 25,512 and 29,372 sequenced tags (21 base pairs/tag) were generated using messenger RNA from the brains of adult Chinook salmon returning in fall and spring and from one ocean-caught Chinook salmon. Tags were annotated to genes using complementary DNA libraries from Atlantic salmon Salmo salar and rainbow trout O. mykiss. Differentially expressed genes, as estimated by differences in the number of sequence tags, were found in all pairwise comparisons of libraries (freshwater versus saltwater = 40 genes; fall versus spring = 11 genes: and spawning versus nonspawning = 51 genes). The gene for ependymin, an extracellular glycoprotein involved in behavioral plasticity in fish, exhibited the most differential expression among the three groupings. Reverse transcription polymerase chain reaction analysis verified the differential expression of ependymin between the fall- and spring-run samples. These LongSAGE libraries, the first reported for Chinook salmon, provide a window of the transcriptional changes during Chinook salmon return migration to freshwater and spawning and increase the amount of expressed sequence data.

Mutual information of IID complex Gaussian signals on block Rayleigh-faded channels

We present a method to compute, quickly and efficiently, the mutual information achieved by an IID (independent identically distributed) complex Gaussian signal on a block Rayleigh-faded channel without side information at the receiver. The method accommodates both scalar and MIMO (multiple-input multiple-output) settings. Operationally, this mutual information represents the highest spectral efficiency that can be attained using Gaussiancodebooks. Examples are provided that illustrate the loss in spectral efficiency caused by fast fading and how that loss is amplified when multiple transmit antennas are used. These examples are further enriched by comparisons with the channel capacity under perfect channel-state information at the receiver, and with the spectral efficiency attained by pilot-based transmission.

Some applications of FISST to wireless communications

This paper aims at illustrating some applications of Finite Random Set (FRS) theory to the design and analysis of wireless communication receivers, and at pointing out similarities and differences between this scenario and that pertaining to multi-target tracking, where the use of FRS has been traditionally advocated. Two case studies are considered, l.e., multiuser detection in a dynamic environment, and multicarrier (OFDM) transmission on a frequency-selective channel. Detector designand performance evaluation are discussed, along with the advantages of importing FRS-based estimation techniques to the context of wireless communications.

Analysis of the folksonomy of freesound

User generated content shared in online communities is often described using collaborative tagging systems where users assign labels to content resources. As a result, a folksonomy emerges that relates a number of tags with the resources they label and the users that have used them. In this paper we analyze the folksonomy of Freesound, an online audio clip sharing site which contains more than two million users and 150,000 user-contributed sound samplescovering a wide variety of sounds. By following methodologies taken from similar studies, we compute some metrics that characterize the folksonomy both at the globallevel and at the tag level. In this manner, we are able to betterunderstand the behavior of the folksonomy as a whole, and also obtain some indicators that can be used as metadata for describing tags themselves. We expect that such a methodology for characterizing folksonomies can be useful to support processes such as tag recommendation or automatic annotation of online resources.

Generalized low-density codes with BCH constituents for full-diversity near-outage performance

A new graph-based construction of generalized low density codes (GLD-Tanner) with binary BCH constituents is described. The proposed family of GLD codes is optimal on block erasure channels and quasi-optimal on block fading channels. Optimality is considered in the outage probability sense. Aclassical GLD code for ergodic channels (e.g., the AWGN channel,the i.i.d. Rayleigh fading channel, and the i.i.d. binary erasure channel) is built by connecting bitnodes and subcode nodes via a unique random edge permutation. In the proposed construction of full-diversity GLD codes (referred to as root GLD), bitnodes are divided into 4 classes, subcodes are divided into 2 classes, and finally both sides of the Tanner graph are linked via 4 random edge permutations. The study focuses on non-ergodic channels with two states and can be easily extended to channels with 3 states or more.

Expression and one-step purification of Plasmodium proteins in dictyostelium.

Nearly full-length Circumsporozoite protein (CSP) from Plasmodium falciparum, the C-terminal fragments from both P. falciparm and P. yoelii CSP and a fragment comprising 351 amino acids of P.vivax MSPI were expressed in the slime mold Dictyostelium discoideum. Discoidin-tag expression vectors allowed both high yields of these proteins and their purification by a nearly single-step procedure. We exploited the galactose binding activity of Discoidin Ia to separate the fusion proteins by affinity chromatography on Sepharose-4B columns. Inclusion of a thrombin recognition site allowed cleavage of the Discoidin-tag from the fusion protein. Partial secretion of the protein was obtained via an ER independent pathway, whereas routing the recombinant proteins to the ER resulted in glycosylation and retention. Yields of proteins ranged from 0.08 to 3 mg l(-1) depending on the protein sequence and the purification conditions. The recognition of purified MSPI by sera from P. vivax malaria patients was used to confirm the native conformation of the protein expressed in Dictyostelium. The simple purification procedure described here, based on Sepharose-4B, should facilitate the expression and the large-scale purification of various Plasmodium polypeptides.

Making sense of AMPA receptor trafficking by modeling molecular mechanisms of synaptic plasticity.

Synaptic plasticity involves a complex molecular machinery with various protein interactions but it is not yet clear how its components give rise to the different aspects of synaptic plasticity. Here we ask whether it is possible to mathematically model synaptic plasticity by making use of known substances only. We present a model of a multistable biochemical reaction system and use it to simulate the plasticity of synaptic transmission in long-term potentiation (LTP) or long-term depression (LTD) after repeated excitation of the synapse. According to our model, we can distinguish between two phases: first, a "viscosity" phase after the first excitation, the effects of which like the activation of NMDA receptors and CaMKII fade out in the absence of further excitations. Second, a "plasticity" phase actuated by an identical subsequent excitation that follows after a short time interval and causes the temporarily altered concentrations of AMPA subunits in the postsynaptic membrane to be stabilized. We show that positive feedback is the crucial element in the core chemical reaction, i.e. the activation of the short-tail AMPA subunit by NEM-sensitive factor, which allows generating multiple stable equilibria. Three stable equilibria are related to LTP, LTD and a third unfixed state called ACTIVE. Our mathematical approach shows that modeling synaptic multistability is possible by making use of known substances like NMDA and AMPA receptors, NEM-sensitive factor, glutamate, CaMKII and brain-derived neurotrophic factor. Furthermore, we could show that the heteromeric combination of short- and long-tail AMPA receptor subunits fulfills the function of a memory tag.

Analysis of CD4+ and CD8+ T cells by defined MHC-peptide complexes

MHC class II-peptide multimers are important tools for the detection, enumeration and isolation of antigen-specific CD4+ Τ cells. However, their erratic and often poor performance impeded their broad application and thus in-depth analysis of key aspects of antigen-specific CD4+ Τ cell responses. In the first part of this thesis we demonstrate that a major cause for poor MHC class II tetramer staining performance is incomplete peptide loading on MHC molecules. We observed that peptide binding affinity for "empty" MHC class II molecules poorly correlates with peptide loading efficacy. Addition of a His-tag or desthiobiotin (DTB) at the peptide N-terminus allowed us to isolate "immunopure" MHC class II-peptide monomers by affinity chromatography; this significantly, often dramatically, improved tetramer staining of antigen-specific CD4+ Τ cells. Insertion of a photosensitive amino acid between the tag and the peptide, permitted removal of the tag from "immunopure" MHC class II-peptide complex by UV irradiation, and hence elimination of its potential interference with TCR and/or MHC binding. Moreover, to improve loading of self and tumor antigen- derived peptides onto "empty" MHC II molecules, we first loaded these with a photocleavable variant of the influenza A hemagglutinin peptide HA306-318 and subsequently exchanged it with a poorly loading peptide (e.g. NY-ESO-1119-143) upon photolysis of the conditional ligand. Finally, we established a novel type of MHC class II multimers built on reversible chelate formation between 2xHis-tagged MHC molecules and a fluorescent nitrilotriacetic acid (NTA)-containing scaffold. Staining of antigen-specific CD4+ Τ cells with "NTAmers" is fully reversible and allows gentle cell sorting. In the second part of the thesis we investigated the role of the CD8α transmembrane domain (TMD) for CD8 coreceptor function. The sequence of the CD8α TMD, but not the CD8β TMD, is highly conserved and homodimerizes efficiently. We replaced the CD8α TMD with the one of the interleukin-2 receptor a chain (CD8αTac) and thus ablated CD8α TMD interactions. We observed that ΤΙ Τ cell hybridomas expressing CD8αTacβ exhibited severely impaired intracellular calcium flux, IL-2 responses and Kd/PbCS(ABA) P255A tetramer binding. By means of fluorescence resonance energy transfer experiments (FRET) we established that CD8αTacβ associated with TCR:CD3 considerably less efficiently than CD8αβ, both in the presence and the absence of Kd/PbCS(ABA) complexes. Moreover, we observed that CD8αTacβ partitioned substantially less in lipid rafts, and related to this, associated less efficiently with p56Lck (Lck), a Src kinase that plays key roles in TCR proximal signaling. Our results support the view that the CD8α TMD promotes the formation of CD8αβP-CD8αβ dimers on cell surfaces. Because these contain two CD8β chains and that CD8β, unlike CD8α, mediates association of CD8 with TCR:CD3 as well as with lipid rafts and hence with Lck, we propose that the CD8αTMD plays an important and hitherto unrecognized role for CD8 coreceptor function, namely by promoting CD8αβ dimer formation. We discuss what implications this might have on TCR oligomerization and TCR signaling. - Les multimères de complexes MHC classe II-peptide sont des outils importants pour la détection, le dénombrement et l'isolation des cellules Τ CD4+ spécifiques pour un antigène d'intérêt. Cependant, leur performance erratique et souvent inadéquate a empêché leur utilisation généralisée, limitant ainsi l'analyse des aspects clés des réponses des lymphocytes Τ CD4+. Dans la première partie de cette thèse, nous montrons que la cause principale de la faible efficacité des multimères de complexes MHC classe II-peptide est le chargement incomplet des molécules MHC par des peptides. Nous montrons également que l'affinité du peptide pour la molécule MHC classe II "vide" n'est pas nécessairement liée au degré du chargement. Grâce à l'introduction d'une étiquette d'histidines (His-tag) ou d'une molécule de desthiobiotine à l'extrémité N-terminale du peptide, des monomères MHC classe II- peptide dits "immunopures" ont pu être isolés par chromatographic d'affinité. Ceci a permis d'améliorer significativement et souvent de façon spectaculaire, le marquage des cellules Τ CD4+ spécifiques pour un antigène d'intérêt. L'insertion d'un acide aminé photosensible entre l'étiquette et le peptide a permis la suppression de l'étiquette du complexe MHC classe- Il peptide "immunopure" par irradiation aux UV, éliminant ainsi de potentielles interférences de liaison au TCR et/ou au MHC. De plus, afin d'améliorer le chargement des molécules MHC classe II "vides" avec des peptides dérivés d'auto-antigènes ou d'antigènes tumoraux, nous avons tout d'abord chargé les molécules MHC "vides" avec un analogue peptidique photoclivable issu du peptide HA306-318 de l'hémagglutinine de la grippe de type A, puis, sous condition de photolyse, nous l'avons échangé avec de peptides à chargement faible (p.ex. NY-ESO-1119-143). Finalement, nous avons construit un nouveau type de multimère réversible, appelé "NTAmère", basé sur la formation chélatante reversible entre les molécules MHC-peptide étiquettés par 2xHis et un support fluorescent contenant des acides nitrilotriacetiques (NTA). Le marquage des cellules Τ CD4+ spécifiques pour un antigène d'intérêt avec les "NTAmères" est pleinement réversible et permet également un tri cellulaire plus doux. Dans la deuxième partie de cette thèse nous avons étudié le rôle du domaine transmembranaire (TMD) du CD8α pour la fonction coréceptrice du CD8. La séquence du TMD du CD8α, mais pas celle du TMD du CD8β, est hautement conservée et permet une homodimérisation efficace. Nous avons remplacé le TMD du CD8α avec celui de la chaîne α du récepteur à l'IL-2 (CD8αTac), éliminant ainsi les interactions du TMD du CD8α. Nous avons montré que les cellules des hybridomes Τ T1 exprimant le CD8αTacβ présentaient une atteinte sévère du flux du calcium intracellulaire, des réponses d'IL-2 et de la liaison des tétramères Kd/PbCS(ABA) P255A. Grâce aux expériences de transfert d'énergie entre molécules fluorescentes (FRET), nous avons montré que l'association du CD8αTacβ avec le TCR:CD3 est considérablement moins efficace qu'avec le CD8αβ, et ceci aussi bien en présence qu'en absence de complexes Kd/PbCS(ABA). De plus, nous avons observé que le CD8αTacβ se distribuait beaucoup moins bien dans les radeaux lipidiques, engendrant ainsi, une association moins efficace avec p56Lck (Lck), une kinase de la famille Src qui joue un rôle clé dans la signalisation proximale du TCR. Nos résultats soutiennent l'hypothèse que le TMD du CD8αβ favorise la formation des dimères de CD8αβ à la surface des cellules. Parce que ces derniers contiennent deux chaînes CD8β et que CD8β, contrairement à CD8α, favorise l'association du CD8 au TCR:CD3 aussi bien qu'aux radeaux lipidiques et par conséquent à Lck, nous proposons que le TMD du CD8α joue un rôle important, jusqu'alors inconnu, pour la fonction coreceptrice du CD8, en encourageant la formation des dimères CD8αβ. Nous discutons des implications possibles sur l'oligomerisation du TCR et la signalisation du TCR.

Combination of fluorescent reporters for simultaneous monitoring of root colonization and antifungal gene expression by a biocontrol pseudomonad on cereals with flow cytometry.

Some root-associated pseudomonads sustain plant growth by suppressing root diseases caused by pathogenic fungi. We investigated to which extent select cereal cultivars influence expression of relevant biocontrol traits (i.e., root colonization efficacy and antifungal activity) in Pseudomonas fluorescens CHA0. In this representative plant-beneficial bacterium, the antifungal metabolites 2,4-diacetylphloroglucinol (DAPG), pyrrolnitrin (PRN), pyoluteorin (PLT), and hydrogen cyanide (HCN) are required for biocontrol. To monitor host plant effects on the expression of biosynthetic genes for these compounds on roots, we developed fluorescent dual-color reporters suited for flow cytometric analysis using fluorescence-activated cell sorting (FACS). In the dual-label strains, the constitutively expressed red fluorescent protein mCherry served as a cell tag and marker for root colonization, whereas reporter fusions based on the green fluorescent protein allowed simultaneous recording of antifungal gene expression within the same cell. FACS analysis revealed that expression of DAPG and PRN biosynthetic genes was promoted in a cereal rhizosphere, whereas expression of PLT and HCN biosynthetic genes was markedly less sustained. When analyzing the response of the bacterial reporters on roots of a selection of wheat, spelt, and triticale cultivars, we were able to detect subtle species- and cultivar-dependent differences in colonization and DAPG and HCN gene expression levels. The expression of these biocontrol traits was particularly favored on roots of one spelt cultivar, suggesting that a careful choice of pseudomonad-cereal combinations might be beneficial to biocontrol. Our approach may be useful for selective single-cell level analysis of plant effects in other bacteria-root interactions.

Seltene Erkrankungen: 30 Millionen Menschen in Europa sind betroffen

Gemäss der in Europa geltenden Definition werden Krankheiten als selten bezeichnet, an denen weniger als einer von 2000 Menschen leidet. Die Erkrankungen sind mit schweren Beeinträchtigungen und zum Teil auch einer verkürzten Lebenserwartung verbunden und erfordern eine komplexe und hochspezialisierte Behandlung. Über 7000 seltene Erkrankungen sind bis heute bekannt, an denen insgesamt 30 Millionen Menschen in Europa leiden. Die seltenen Erkrankungen in ihrer Gesamtheit stellen somit ein schwerwiegendes Problem für das Gesundheitswesen dar. Die Europäische Union und zahlreiche Mitgliedsstaaten haben im Kampf gegen die seltenen Erkrankungen bereits umfassende spezifische Massnahmen ergriffen, während in der Schweiz der Problematik noch zuwenig Gewicht beigemessen wird. Mit dem ersten Europäischen Tag der seltenen Erkrankungen werden alle Verantwortlichen in Politik, Gesundheitswesen, Wissenschaft und pharmazeutischer Industrie in der Schweiz aufgerufen, in ihren bisherigen Bemühungen nicht nachzulassen und im Kampf gegen die seltenen Krankheiten in unserem Land weitere Fortschritte zu erzielen.

Three-dimensional magnetic resonance myocardial motion tracking from a single image plane.

Three-dimensional imaging for the quantification of myocardial motion is a key step in the evaluation of cardiac disease. A tagged magnetic resonance imaging method that automatically tracks myocardial displacement in three dimensions is presented. Unlike other techniques, this method tracks both in-plane and through-plane motion from a single image plane without affecting the duration of image acquisition. A small z-encoding gradient is subsequently added to the refocusing lobe of the slice-selection gradient pulse in a slice following CSPAMM acquisition. An opposite polarity z-encoding gradient is added to the orthogonal tag direction. The additional z-gradients encode the instantaneous through plane position of the slice. The vertical and horizontal tags are used to resolve in-plane motion, while the added z-gradients is used to resolve through-plane motion. Postprocessing automatically decodes the acquired data and tracks the three-dimensional displacement of every material point within the image plane for each cine frame. Experiments include both a phantom and in vivo human validation. These studies demonstrate that the simultaneous extraction of both in-plane and through-plane displacements and pathlines from tagged images is achievable. This capability should open up new avenues for the automatic quantification of cardiac motion and strain for scientific and clinical purposes.

Reversible major histocompatibility complex I-peptide multimers containing Ni(2+)-nitrilotriacetic acid peptides and histidine tags improve analysis and sorting of CD8(+) T cells.

MHC-peptide multimers containing biotinylated MHC-peptide complexes bound to phycoerythrin (PE) streptavidin (SA) are widely used for analyzing and sorting antigen-specific T cells. Here we describe alternative T cell-staining reagents that are superior to conventional reagents. They are built on reversible chelate complexes of Ni(2+)-nitrilotriacetic acid (NTA) with oligohistidines. We synthesized biotinylated linear mono-, di-, and tetra-NTA compounds using conventional solid phase peptide chemistry and studied their interaction with HLA-A*0201-peptide complexes containing a His(6), His(12), or 2×His(6) tag by surface plasmon resonance on SA-coated sensor chips and equilibrium dialysis. The binding avidity increased in the order His(6) < His(12) < 2×His(6) and NTA(1) < NTA(2) < NTA(4), respectively, depending on the configuration of the NTA moieties and increased to picomolar K(D) for the combination of a 2×His(6) tag and a 2×Ni(2+)-NTA(2). We demonstrate that HLA-A2-2×His(6)-peptide multimers containing either Ni(2+)-NTA(4)-biotin and PE-SA- or PE-NTA(4)-stained influenza and Melan A-specific CD8+ T cells equal or better than conventional multimers. Although these complexes were highly stable, they very rapidly dissociated in the presence of imidazole, which allowed sorting of bona fide antigen-specific CD8+ T cells without inducing T cell death as well as assessment of HLA-A2-peptide monomer dissociation kinetics on CD8+ T cells.