Confocal single-molecule fluorescence is a powerful tool for monitoring conformational dynamics, and has provided new insight into the enzymatic activities of complex biological molecules such as DNA and RNA polymerases. Though useful, such studies are typically qualitative in nature, and performed almost exclusively in highly purified, in vitro settings. In this work, I focus on improving the methodology of confocal single-molecule fluorescence in two broad ways: (i) by enabling the quantitative identification of molecular dynamics in proteins and nucleic acids in vitro, and (ii) developing the tools needed to perform these analyses in vivo. Toward the first goal, and together with several colleagues, I have developed three novel methods for the quantitative identification of dynamics in biomolecules: (i) Burst Variance Analysis (BVA), which unambiguously identifies dynamics in single-molecule FRET experiments; (ii) Dynamic Probability Density Analysis (PDA), which hypothesis-tests specific kinetic models against smFRET data and extracts rate information; and (iii) a novel molecular counting method useful for studying single-molecule thermodynamics. We validated these methods against Monte Carlo simulations and experimental DNA controls, and demonstrated their practical application in vitro by analyzing the “fingers-closing” conformational change in E.coli DNA Polymerase I; these studies identified unexpected conformational flexibility which may be important to the fidelity of DNA synthesis. To enable similar studies in the context of a living cell, we generated a nuclease-resistant DNA analogue of the Green Fluorescent Protein, or “Green Fluorescent DNA,” and developed an electroporation method to efficiently transfer it into the cytoplasm of E.coli. We demonstrate in vivo confocal detection of smFRET from this construct, which is both bright and photostable in the cellular milieu. In combination with PDA, BVA and our novel molecular counting method, this Green Fluorescent DNA should enable the characterization of DNA and protein-DNA dynamics in living cells, at the single-molecule level. I conclude by discussing the ways in which these methods may be useful in investigating the dynamics of processes such as transcription, translation and recombination, both in vitro and in vivo.

High-throughput sequencing technologies are improving in quality, capacity, and costs, providing versatile applications in DNA and RNA research. For small genomes or fraction of larger genomes, DNA samples can be mixed and loaded together on the same sequencing track. This so-called multiplexing approach relies on a specific DNA tag, index, or barcode that is attached to the sequencing or amplification primer and hence accompanies every read. After sequencing, each sample read is identified on the basis of the respective barcode sequence. Alterations of DNA barcodes during synthesis, primer ligation, DNA amplification, or sequencing may lead to incorrect sample identification unless the error is revealed and corrected. This can be accomplished by implementing error correcting algorithms and codes. This barcoding strategy increases the total number of correctly identified samples, thus improving overall sequencing efficiency. Two popular sets of error-correcting codes are Hamming codes and codes based on the Levenshtein distance. Levenshtein-based codes operate only on words of known length. Since a DNA sequence with an embedded barcode is essentially one continuous long word, application of the classical Levenshtein algorithm is problematic. In this thesis we demonstrate the decreased error correction capability of Levenshtein-based codes in a DNA context and suggest an adaptation of Levenshtein-based codes that is proven of efficiently correcting nucleotide errors in DNA sequences. In our adaptation, we take any DNA context into account and impose more strict rules for the selection of barcode sets. In simulations we show the superior error correction capability of the new method compared to traditional Levenshtein and Hamming based codes in the presence of multiple errors. We present an adaptation of Levenshtein-based codes to DNA contexts capable of guaranteed correction of a pre-defined number of insertion, deletion, and substitution mutations. Our improved method is additionally capable of correcting on average more random mutations than traditional Levenshtein-based or Hamming codes. As part of this work we prepared software for the flexible generation of DNA codes based on our new approach. To adapt codes to specific experimental conditions, the user can customize sequence filtering, the number of correctable mutations and barcode length for highest performance. However, not every platform is susceptible to a large number of both indel and substitution errors. The Illumina “Sequencing by Synthesis” platform shows a very large number of substitution errors as well as a very specific shift of the read that results in inserted and deleted bases at the 5’-end and the 3’-end (which we call phaseshifts). We argue in this scenario that the application of Sequence-Levenshtein-based codes is not efficient because it aims for a category of errors that barely occurs on this platform, which reduces the code size needlessly. As a solution, we propose the “Phaseshift distance” that exclusively supports the correction of substitutions and phaseshifts. Additionally, we enable the correction of arbitrary combinations of substitution and phaseshift errors. Thus, we address the lopsided number of substitutions compared to phaseshifts on the Illumina platform. To compare codes based on the Phaseshift distance to Hamming Codes as well as codes based on the Sequence-Levenshtein distance, we simulated an experimental scenario based on the error pattern we identified on the Illumina platform. Furthermore, we generated a large number of different sets of DNA barcodes using the Phaseshift distance and compared codes of different lengths and error correction capabilities. We found that codes based on the Phaseshift distance can correct a number of errors comparable to codes based on the Sequence-Levenshtein distance while offering the number of DNA barcodes comparable to Hamming codes. Thus, codes based on the Phaseshift distance show a higher efficiency in the targeted scenario. In some cases (e.g., with PacBio SMRT in Continuous Long Read mode), the position of the barcode and DNA context is not well defined. Many reads start inside the genomic insert so that adjacent primers might be missed. The matter is further complicated by coincidental similarities between barcode sequences and reference DNA. Therefore, a robust strategy is required in order to detect barcoded reads and avoid a large number of false positives or negatives. For mass inference problems such as this one, false discovery rate (FDR) methods are powerful and balanced solutions. Since existing FDR methods cannot be applied to this particular problem, we present an adapted FDR method that is suitable for the detection of barcoded reads as well as suggest possible improvements.

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No description available.

Drei ausgewählt makromolekulare Systeme: DNA, amphiphile Block-Bürstenpolymere, und amphiphile, hyperverzweigte Polyglycerine wurden untersucht, um die Zusammenhang zwischen Struktur, Eigenschaften, und potentiellen Anwendung auf der Ebene einzelner Moleküle zu widmen. Unterschiedliche DNA Konformationen: (i) supercoiled DNA, (ii) gestreckte doppelsträngige DNA, die teilweise in zwei Einzelstränge aufgeschmolzen ist, (iii) DNA mit einem überdehnten Rückgrat, (iv) entspannter, ungedehnter Ring und (v) kompaktes Knäuel wurden untersucht, um direkt DNA Konformationen mit mechanischen Eigenschaften, wie der Kopplung von Streckung und Verdrillung zu korrelieren. Mit Hilfe eines Kraftmikroskops, mit dem man eine Kraft parallel zur Oberfläche anlegen kann, wurden die plasmidischen DNA Moleküle auf bis zum 2.1-fachen der ursprünglichen B-Form Länge gestreckt und dann gerissen. Die Strukturen einzelner Amphiphilen Block-Bürstenpolymere auf unterschiedlichen Oberflächen wurden investigiert. Aus Chloroform-Lösung auf Glimmer abgeschiedene Polymere wiesen wurmartige Konformationen auf. Wegen der unterschiedlichen Oberflächenaffinitäten der Seitenketten sind diese zu einem Teil kollabiert, während sich ein anderer Teil ausstreckt. Das an Kaulquappen erinnernde Ergebnis ist eine Struktur mit rückgefalteten Kettenteilen. Aus wässriger Lösung abgeschieden bilden diese amphiphilen Block-Bürstenpolymere supramolekulare Aggregate auf der Oberfläche. Die amphiphile Kern-Schale-Strukturen der hyperverzweigten Polyglycerinen und ihre Verkapselungs- und Transportkapazität für typische Gastmoleküle wie Nil Rot und Pyren wurden mit Hilfe von SFM, Lichtstreu-, und Spektroskopie-Methoden examiniert. Die Ergebnisse zeigen, dass die Polymere verschiedene Gastmoleküle sowohl in unimolekulan Mizellen wie auch in polymeren Mizellen verkapseln und transportieren. Das Polymer ist ein vielversprechender Kandidat für die gleichzeitige Bereitstellung von zwei hydrophoben Pharmaka. / Three macromolecular systems: DNA, amphiphilic cylindrical polymer brushes, and amphiphilic core-shell structured hyperbranched polyglycerol (hPG) were investigated in order to investigate correlations between structure, properties and potential applications at the single molecule level. Different single DNA conformations: (i) supercoiled DNA, (ii) stretched DNA, partially melted into two single strands, (iii) DNA with an overstretched backbone, (iv) relaxed circles without stretching, and (v) compact coils were studied on the surface to directly correlate DNA conformations to mechanical properties such as twist-stretch coupling. The plasmid DNA molecules were stretched further, up to 2.1 times their original length and ruptured with a Scanning Force Microscope (SFM), exerting a force parallel to the surface. The structures of single cylindrical polymer brushes adsorbed on different surfaces were explored. The brush polymers reveal worm-like chain conformations on mica, after being deposited from a chloroform solution. Due to different affinities of the side chains to the surface, parts of the side chains collapsed, while others fully extended on the surface, resulting in a “tadpole like” or a back-folding structure. Deposited from an aqueous solution, the dual cylindrical polymer brushes form supramolecular aggregates on the surface. The supramolecular structure of hyperbranded polyglycerol and its encapsulation and transportation capacities for typical guest molecules, such as nile red and pyrene were examined by SFM, light scattering and spectroscopy methods. The polymer showed bi-functional carrier properties: it encapsulates and transports guest molecules in both, a “unimolecular micelle” and polymeric micelle type mechanism. The capacity of co-loading of two drugs and controlled release makes it a promising candidate for simultaneous delivery of two hydrophobic drugs in cancer combination therapy.

Droplet Interface Bilayers (DIBs) have a number of attributes that distinguish them from conventional artificial lipid bilayers. In particular, the ability to manipulate bilayers mechanically is explored in this thesis. Directed bilayer area changes are used to make precise measurements of the specific capacitance of DIBs and to control the two dimensional concentration of a membrane protein reconstituted in the bilayer. Chapter 1 provides a general introduction to the role of the lipid membrane en- vironment in the function of biological membranes and their integral proteins. An overview of model lipid bilayer systems is given. Chapter 2 introduces work carried out in this laboratory previously and illustrates the experimental setup of DIBs. Some important bilayer biophysical concepts are covered to provide the theoretical background to experiments in this and in later chapters. Results from the characterisation of DIBs are reported, and an account of the development of methods to manipulate the bilayer by mechanical means is given. Chapter 3 describes experiments that apply bilayer area manipulation in DIBs to achieve precise measurement of specific capacitance in a range of lipid systems. Chapter 4 reports results from experiments investigating the response of bilayer specific capacitance to an applied potential. Chapter 5 covers the background and experimental setup for total internal fluo- rescence microscopy experiments in DIBs and describes the expression, purification and characterisation of the bacterial β-barrel membrane protein pore α-Hemolysin. Chapter 6 describes experiments that apply the mechanical manipulation of bilayer area in DIBs to the corralling and control of the surface density of α-Hemolysin.

Le centromère est le site chromosomal où le kinetochore se forme, afin d’assurer une ségrégation fidèles des chromosomes et ainsi maintenir la ploïdie appropriée lors de la mitose. L’identité du centromere est héritée par un mécanisme épigénétique impliquant une variante de l’histone H3 nommée centromere protein-A (CENP-A), qui remplace l’histone H3 au niveau de la chromatine du centromère. Des erreurs de propagation de la chromatine du centromère peuvent mener à des problèmes de ségrégation des chromosomes, pouvant entraîner l’aneuploïdie, un phénomène fréquemment observé dans le cancer. De plus, une expression non-régulée de CENP-A a aussi été rapportée dans différentes tumeurs humaines. Ainsi, plusieurs études ont cherchées à élucider la structure et le rôle de la chromatine contenant CENP-A dans des cellules en prolifération. Toutefois, la nature moléculaire de CENP-A en tant que marqueur épigénétique ainsi que ces dynamiques à l'extérieur du cycle cellulaire demeurent des sujets débat. Dans cette thèse, une nouvelle méthode de comptage de molécules uniques à l'aide de la microscopie à réflexion totale interne de la fluorescence (TIRF) sera décrite, puis exploitée afin d'élucider la composition moléculaire des nucléosomes contenant CENP-A, extraits de cellules en prolifération. Nous démontrons que les nucléosomes contenant CENP-A marquent les centromères humains de façon épigénétique à travers le cycle cellulaire. De plus, nos données démontrent que la forme prénucléosomale de CENP-A, en association avec la protéine chaperon HJURP existe sous forme de monomère et de dimère, ce qui reflète une étape intermédiaire de l'assemblage de nucléosomes contenant CENP-A. Ensuite, des analyses quantitatives de centromères lors de différenciation myogénique, et dans différents tissus adultes révèlent des changements globaux qui maintiennent la marque épigénétique dans une forme inactive suite à la différentiation terminale. Ces changements incluent une réduction du nombre de points focaux de CENP-A, un réarrangement des points dans le noyau, ainsi qu'une réduction importante de la quantité de CENP-A. De plus, nous démontrons que lorsqu'une dédifférenciation cellulaire est induite puis le cycle cellulaire ré-entamé, le phénotype "différencié" décrit ci-haut est récupéré, et les centromères reprennent leur phénotype "prolifératif". En somme, cet oeuvre décrit la composition structurale sous-jacente à l'identité épigénétique des centromères de cellules humaines lors du cycle cellulaire, et met en lumière le rôle de CENP-A à l'extérieur du cycle cellulaire. / The centromere is a unique chromosomal locus where the kinetochore is formed to mediate faithful chromosome partitioning, thus maintaining ploidy during cell division. Centromere identity is inherited via an epigenetic mechanism involving a histone H3 variant, called centromere protein-A (CENP-A) which replaces histone H3 in centromeric chromatin. Defects in the centromeric chromatin can lead to missegregation of chromosomes resulting in aneuploidy, a ¬¬frequently observed phenomenon in cancer. Moreover, deregulated CENP-A expression has also been documented in a number of human malignancies. Therefore, much effort has been devoted to uncover the structure and role of CENP-A-containing chromatin in proliferating cells. However, the molecular nature of this epigenetic mark and its potential dynamics during and outside the cell cycle remains controversial. In this thesis, the development of a novel single-molecule imaging approach based on total internal reflection fluorescence and the use of this assay to gain quantitative information about the molecular composition of CENP-A-containing nucleosomes extracted from proliferating cells throughout the cell cycle as well as the dynamics and cellular fate of CENP-A chromatin in terminal differentiation are described. Here, we show that octameric CENP-A nucleosomes containing core Histones H2B and H4 epigenetically mark human centromeres throughout the cell cycle. Moreover, our data demonstrate that the prenucleosomal form of CENP-A bound by the chaperone HJURP transits between monomeric and dimeric forms likely reflecting intermediate steps in CENP-A nucleosomal assembly. Moreover, quantitative analyses of centromeres in myogenic differentiation and adult mouse tissue sections revealed that centromeres undergo global changes in order to retain a minimal CENP-A epigenetic code in an inactive state, upon induction of terminal differentiation. These include a robust decrease in the number of centromeric foci, subnuclear rearrangement as well as extensive loss of CENP-A protein. Interestingly, we show that forced dedifferentiation under cell cycle reentry permissive conditions, rescued the above-mentioned phenotype concomitantly with the restoration of cell division. Altogether, this work delineates the structural basis for the epigenetic specification of human centromeres during the cell cycle and sheds light on the cellular fate of the CENP-A epigenetic code outside the cell cycle.

Dans cette thèse, nous présentons quelques analyses théoriques récentes ainsi que des observations expérimentales de l’effet tunnel quantique macroscopique et des tran- sitions de phase classique-quantique dans le taux d’échappement des systèmes de spins élevés. Nous considérons les systèmes de spin biaxial et ferromagnétiques. Grâce à l’approche de l’intégral de chemin utilisant les états cohérents de spin exprimés dans le système de coordonnées, nous calculons l’interférence des phases quantiques et leur distribution énergétique. Nous présentons une exposition claire de l’effet tunnel dans les systèmes antiferromagnétiques en présence d’un couplage d’échange dimère et d’une anisotropie le long de l’axe de magnétisation aisé. Nous obtenons l’énergie et la fonc- tion d’onde de l’état fondamentale ainsi que le premier état excité pour les systèmes de spins entiers et demi-entiers impairs. Nos résultats sont confirmés par un calcul utilisant la théorie des perturbations à grand ordre et avec la méthode de l’intégral de chemin qui est indépendant du système de coordonnées. Nous présentons aussi une explica- tion claire de la méthode du potentiel effectif, qui nous laisse faire une application d’un système de spin quantique vers un problème de mécanique quantique d’une particule. Nous utilisons cette méthode pour analyser nos modèles, mais avec la contrainte d’un champ magnétique externe ajouté. La méthode nous permet de considérer les transitions classiques-quantique dans le taux d’échappement dans ces systèmes. Nous obtenons le diagramme de phases ainsi que les températures critiques du passage entre les deux régimes. Nous étendons notre analyse à une chaine de spins d’Heisenberg antiferro- magnétique avec une anisotropie le long d’un axe pour N sites, prenant des conditions frontière périodiques. Pour N paire, nous montrons que l’état fondamental est non- dégénéré et donné par la superposition des deux états de Néel. Pour N impair, l’état de Néel contient un soliton, et, car la position du soliton est indéterminée, l’état fondamen- tal est N fois dégénéré. Dans la limite perturbative pour l’interaction d’Heisenberg, les fluctuations quantiques lèvent la dégénérescence et les N états se réorganisent dans une bande. Nous montrons qu’à l’ordre 2s, où s est la valeur de chaque spin dans la théorie des perturbations dégénérées, la bande est formée. L’état fondamental est dégénéré pour s entier, mais deux fois dégénéré pour s un demi-entier impair, comme prévu par le théorème de Kramer / This thesis presents recent theoretical analyses together with experimental observa- tions on macroscopic quantum tunneling and quantum-classical phase transitions of the escape rate in large spin systems. We consider biaxial ferromagnetic spin systems. Using the coordinate dependent spin coherent state path integral, we obtain the quantum phase interference and the energy splitting of these systems. We also present a lucid exposition of tunneling in antiferromagnetic exchange-coupled dimer, with easy-axis anisotropy. Indeed, we obtain the ground state, the first excited state, and the energy splitting, for both integer and half-odd integer spins. These results are then corroborated using per- turbation theory and the coordinate independent spin coherent state path integral. We further present a lucid explication of the effective potential method, which enables one to map a spin Hamiltonian onto a particle Hamiltonian; we employ this method to our models, however, in the presence of an applied magnetic field. This method enables us to investigate quantum-classical phase transitions of the escape rate of these systems. We obtain the phase boundaries, as well as the crossover temperatures of these phase transi- tions. Furthermore, we extend our analysis to one-dimensional anisotropic Heisenberg antiferromagnet, with N periodic sites. For even N, we show that the ground state is non-degenerate and given by the coherent superposition of the two Neél states. For odd N, however, the Neél state contains a soliton; as the soliton can be placed anywhere along the ring, the ground state is, indeed, N-fold degenerate. In the perturbative limit (weak exchange interaction), quantum fluctuation stemming from the interaction term lifts this degeneracy and reorganizes the states into a band. We show that this occurs at order 2s in (degenerate) perturbation theory. The ground state is non-degenerate for inte- ger spin, but degenerate for half-odd integer spin, in accordance with Kramers’ theorem

Par une approche supramoléculaire, des architectures radiales hétéro-poly-métalliques ont été réalisées pour des applications en photosynthèse artificielle et en magnétisme moléculaire. Dans une première partie, la synthèse et la caractérisation (spectroscopie UV-vis, émission, électrochimique, DRX) de complexes de ruthénium(II), possédant une gamme de ligands polypyridines, ont été réalisées. Les calculs théoriques ont été effectués afin de soutenir l’interprétation des propriétés photophysiques. Ces complexes, présentant un certain nombre de pyridines externes, ont servi de cœur à des architectures à base de rhénium tris-carbonyles (pour les effets d’antenne), et de cobaloximes (pour les propriétés catalytiques). Les nucléarités obtenues varient de 2 à 7 selon le cœur utilisé. Ces systèmes ont été engagés dans des cycles de photo-production de dihydrogène, démontrant une meilleure efficacité que la référence du domaine, le [Ru(bpy)3]2+. La seconde partie concerne l’étude de couples de métaux de transition, construits à partir de briques polycyanométallates, ou de lanthanides pontés par des ligands oxamides. Ces approches « complexes comme ligand » puis « assemblages comme ligand » permettent d’obtenir des systèmes de haute nucléarité, présentant des propriétés de molécule-aimant ou des effets magnéto-caloriques (à base de CrNi, GdCu, DyCu). Des propriétés photomagnétiques ont été observées sur les couples RuCu et MoCu, pouvant servir de commutateurs moléculaires dans des systèmes complexes. Enfin, une structure hétéro-tétra-métallique trifonctionnelle a été obtenue contenant à la fois un commutateur MoCu, une entité molécule-aimant CuTb et un complexe de ruthénium. / By a supramolecular strategy, radial hetero-poly-metallic architectures were obtained for applications in artificial photosynthesis and molecular magnetism. The first part is devoted to the synthesis, as well as the photophysical characterization (UV-vis absorption, emission, electrochemistry, X-ray diffraction) of ruthenium(II) complexes bearing a wide range of polypyridine ligands. Theoretical calculations were performed to support the interpretation of the photophysical properties. Through their pendant pyridine moieties, these complexes were used as core of architectures, bearing rhenium tris-carbonyl (for antenna effects), and cobaloximes (for catalytic properties) complexes. The nuclearities obtained vary from two to seven according to the core involved. These systems were engaged in photo-production of hydrogen, demonstrating more efficient systems than the reference in the field, the archetypal [Ru(bpy)3]2+. The second part concerns the study of transition metal couples, built on polycyanometallate cores, or oxamide-bridged lanthanide-based assemblies. These “complex as ligand” and “assemblies as ligand” approaches allow us to obtain high nuclearity systems on which we seek single molecule magnet (SMM) properties or good magnetocaloric effect (based on CrNi, GdCu, DyCu). Photo-magnetic properties have been studied on the RuCu and MoCu couples, which can serve as molecular switches in complex systems. Finally, a tri-functional hetero-tetra-metallic architecture was obtained containing a MoCu switch, a CuTb SMM entity, and a ruthenium complex.

Le domaine de la microscopie de fluorescence a connu une réelle révolution ces dernières années, permettant d'atteindre des résolutions nanométriques, bien en dessous de la limite de diffraction prédite par Abbe il y a plus d’un siècle. Les techniques basées sur la localisation de molécules individuelles telles que le PALM (Photo-Activation Light Microscopy) ou le (d)STORM (direct Stochastic Optical Reconstruction Microscopy) permettent la reconstruction d’images d’échantillons biologiques en 2 et 3 dimensions, avec des résolutions quasi-moléculaires. Néanmoins, même si ces techniques nécessitent une instrumentation relativement simple, elles requièrent des traitements informatiques conséquents, limitant leur utilisation en routine. En effet, plusieurs dizaines de milliers d’images brutes contenant plus d’un million de molécules doivent être acquises et analysées pour reconstruire une seule image. La plupart des outils disponibles nécessitent une analyse post-acquisition, alourdissant considérablement le processus d’acquisition. Par ailleurs la quantification de l’organisation, de la dynamique mais aussi de la stœchiométrie des complexes moléculaires à des échelles nanométriques peut constituer une clé déterminante pour élucider l’origine de certaines maladies. Ces nouvelles techniques offrent de telles capacités, mais les méthodes d’analyse pour y parvenir restent à développer. Afin d’accompagner cette nouvelle vague de microscopie de localisation et de la rendre utilisable en routine par des expérimentateurs non experts, il est primordial de développer des méthodes de localisation et d’analyse efficaces, simples d’emploi et quantitatives. Dans le cadre de ce travail de thèse, nous avons développé dans un premier temps une nouvelle technique de localisation et reconstruction en temps réel basée sur la décomposition en ondelettes et l‘utilisation des cartes GPU pour la microscopie de super-résolution en 2 et 3 dimensions. Dans un second temps, nous avons mis au point une méthode quantitative basée sur la visualisation et la photophysique des fluorophores organiques pour la mesure de la stœchiométrie des récepteurs AMPA dans les synapses à l’échelle nanométrique. / The field of fluorescence microscopy has witnessed a real revolution these last few years, allowing nanometric spatial resolutions, well below the diffraction limit predicted by Abe more than a century ago. Single molecule-based super-resolution techniques such as PALM (Photo-Activation Light Microscopy) or (d)STORM (direct Stochastic Optical Reconstruction Microscopy) allow the image reconstruction of biological samples in 2 and 3 dimensions, with close to molecular resolution. However, while they require a quite straightforward instrumentation, they need heavy computation, limiting their use in routine. In practice, few tens of thousands of raw images with more than one million molecules must be acquired and analyzed to reconstruct a single super-resolution image. Most of the available tools require post-acquisition processing, making the acquisition protocol much heavier. In addition, the quantification of the organization, dynamics but also the stoichiometry of biomolecular complexes at nanometer scales can be a key determinant to elucidate the origin of certain diseases. Novel localization microscopy techniques offer such capabilities, but dedicated analysis methods still have to be developed. In order to democratize this new generation of localization microscopy techniques and make them usable in routine by non-experts, it is essential to develop simple and easy to use localization and quantitative analysis methods. During this PhD thesis, we first developed a new technique for real-time localization and reconstruction based on wavelet decomposition and the use of GPU cards for super-resolution microscopy in 2 and 3 dimensions. Second, we have proposed a quantitative method based on the visualization and the photophysics of organic fluorophores for measuring the stoichiometry of AMPA receptors in synapses at the molecular scale.