67 research outputs found
Experimental Determination of Momentum-Resolved Electron-Phonon Coupling
We provide a novel experimental method to quantitatively estimate the
electron-phonon coupling and its momentum dependence from resonant inelastic
x-ray scattering (RIXS) spectra based on the detuning of the incident photon
energy away from an absorption resonance. We apply it to the cuprate parent
compound NdBaCuO and find that the electronic coupling to the
oxygen half-breathing phonon mode is strongest at the Brillouin zone boundary,
where it amounts to eV, in agreement with previous studies. In
principle, this method is applicable to any absorption resonance suitable for
RIXS measurements and will help to define the contribution of lattice
vibrations to the peculiar properties of quantum materials.Comment: 6 pages, 3 figure
Interference with DNA repair after ionizing radiation by a pyrrole-imidazole polyamide
Pyrrole-imidazole (Py–Im) polyamides are synthetic non-genotoxic minor groove-binding small molecules. We hypothesized that Py–Im polyamides can modulate the cellular response to ionizing radiation. Pre-treatment of cells with a Py-Im polyamide prior to exposure to ionizing radiation resulted in a delay in resolution of phosphorylated γ-H2AX foci, increase in XRCC1 foci, and reduced cellular replication potential. RNA-sequencing of cell lines exposed to the polyamide showed induction of genes related to the ultraviolet radiation response. We observed that the polyamide is almost 10-fold more toxic to a cell line deficient in DNA ligase 3 as compared to the parental cell line. Alkaline single cell gel electrophoresis reveals that the polyamide induces genomic fragmentation in the ligase 3 deficient cell line but not the corresponding parental line. The polyamide interferes directly with DNA ligation in vitro. We conclude that Py-Im polyamides may be further explored as sensitizers to genotoxic therapies
Fractional Spin Excitations in the Infinite-Layer Cuprate CaCuO2
We use resonant inelastic x-ray scattering (RIXS) to investigate the magnetic dynamics of the infinite-layer cuprate CaCuO2. We find that close to the (1/2,0) point, the single magnon decays into a broad continuum of excitations accounting for about 80% of the total magnetic spectral weight. Polarization-resolved RIXS spectra reveal the overwhelming dominance of the spin-flip (Delta S = 1) character of this continuum with respect to the Delta S = 0 multimagnon contributions. Moreover, its incident-energy dependence is identical to that of the magnon, supporting a common physical origin. We propose that the continuum originates from the decay of the magnon into spinon pairs, and we relate it to the exceptionally high ring exchange J(c) similar to J(1) of CaCuO2. In the infinite-layer cuprates, long-range and multisite hopping integrals are very important, and they amplify the 2D quantum magnetism effects in spite of the 3D antiferromagnetic Neel order
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Comparative analysis, applications, and interpretation of electronic health record-based stroke phenotyping methods
Background
Accurate identification of acute ischemic stroke (AIS) patient cohorts is essential for a wide range of clinical investigations. Automated phenotyping methods that leverage electronic health records (EHRs) represent a fundamentally new approach cohort identification without current laborious and ungeneralizable generation of phenotyping algorithms. We systematically compared and evaluated the ability of machine learning algorithms and case-control combinations to phenotype acute ischemic stroke patients using data from an EHR.
Materials and methods
Using structured patient data from the EHR at a tertiary-care hospital system, we built and evaluated machine learning models to identify patients with AIS based on 75 different case-control and classifier combinations. We then estimated the prevalence of AIS patients across the EHR. Finally, we externally validated the ability of the models to detect AIS patients without AIS diagnosis codes using the UK Biobank.
Results
Across all models, we found that the mean AUROC for detecting AIS was 0.963 ± 0.0520 and average precision score 0.790 ± 0.196 with minimal feature processing. Classifiers trained with cases with AIS diagnosis codes and controls with no cerebrovascular disease codes had the best average F1 score (0.832 ± 0.0383). In the external validation, we found that the top probabilities from a model-predicted AIS cohort were significantly enriched for AIS patients without AIS diagnosis codes (60–150 fold over expected).
Conclusions
Our findings support machine learning algorithms as a generalizable way to accurately identify AIS patients without using process-intensive manual feature curation. When a set of AIS patients is unavailable, diagnosis codes may be used to train classifier models
Orbital selective coupling in CeRhB: co-existence of high Curie and high Kondo temperature
We investigated the electronic structure of the enigmatic CeRhB using
resonant inelastic scattering and x-ray absorption spectroscopy in combination
with density functional calculations. We find that the Rh 4
states are irrelevant for the high-temperature ferromagnetism and the Kondo
effect. We also find that the Ce 4 crystal-field strength is too small to
explain the strong reduction of the Ce magnetic moment. The data reveal instead
the presence of two different active Ce 4 orbitals, with each coupling
selectively to different bands in CeRhB. The inter-site hybridization
of the |J=5/2,Jz=+/-1/2> crystal-field state and Ce 5 band combined with the
intra-site Ce 4-5 exchange creates the strong ferromagnetism, while
hybridization between the |J=5/2,Jz=+/-5/2> and the B in the -plane
contributes to the Kondo interaction which causes the moment reduction. This
orbital selective coupling explains the unique and seemingly contradictory
properties of CeRhB.Comment: 15 pages, 14 figure
Interference with DNA repair after ionizing radiation by a pyrrole-imidazole polyamide
Pyrrole-imidazole (Py–Im) polyamides are synthetic non-genotoxic minor groove-binding small molecules. We hypothesized that Py–Im polyamides can modulate the cellular response to ionizing radiation. Pre-treatment of cells with a Py-Im polyamide prior to exposure to ionizing radiation resulted in a delay in resolution of phosphorylated γ-H2AX foci, increase in XRCC1 foci, and reduced cellular replication potential. RNA-sequencing of cell lines exposed to the polyamide showed induction of genes related to the ultraviolet radiation response. We observed that the polyamide is almost 10-fold more toxic to a cell line deficient in DNA ligase 3 as compared to the parental cell line. Alkaline single cell gel electrophoresis reveals that the polyamide induces genomic fragmentation in the ligase 3 deficient cell line but not the corresponding parental line. The polyamide interferes directly with DNA ligation in vitro. We conclude that Py-Im polyamides may be further explored as sensitizers to genotoxic therapies
Determining the Electron-Phonon Coupling in Superconducting Cuprates by Resonant Inelastic X-ray Scattering: Methods and Results on NdBaCuO
The coupling between lattice vibration quanta and valence electrons can
induce charge density modulations and decisively influence the transport
properties of materials, e.g. leading to conventional superconductivity. In
high critical temperature superconductors, where electronic correlation is the
main actor, the actual role of electron-phonon coupling (EPC) is being
intensely debated theoretically and investigated experimentally. We present an
in-depth study of how the EPC strength can be obtained directly from resonant
inelastic x-ray scattering (RIXS) data through the theoretical approach derived
by Ament et al. [EPL 95, 27008 (2011)]. The role of the model parameters (e.g.
phonon energy , intermediate state lifetime , EPC matrix
element , and detuning energy ) is thoroughly analyzed, providing
general relations among them that can be used to make quantitative estimates of
the dimensionless EPC without detailed microscopic
modeling. We then apply these methods to very high resolution Cu edge
RIXS spectra of three NdBaCuO films. For the
insulating antiferromagnetic parent compound the value of as a function of
the in-plane momentum transfer is obtained for Cu-O bond-stretching (breathing)
and bond-bending (buckling) phonon branches. For the underdoped and the nearly
optimally doped samples, the effects of Coulomb screening and of
charge-density-wave correlations on are assessed. In light of the
anticipated further improvements of the RIXS experimental resolution, this work
provides a solid framework for an exhaustive investigation of the EPC in
cuprates and other quantum materials.Comment: 21 pages, 16 figure
Detection of a two-phonon mode in a cuprate superconductor via polarimetric RIXS
Recent improvements in the energy resolution of resonant inelastic x-ray
scattering experiments (RIXS) at the Cu-L edge have enabled the study of
lattice, spin, and charge excitations. Here, we report on the detection of a
low intensity signal at 140meV, twice the energy of the bond-stretching (BS)
phonon mode, in the cuprate superconductor
(Bi-2212).
Ultra-high resolution polarimetric RIXS measurements allow us to resolve the
outgoing polarization of the signal and identify this feature as a two-phonon
excitation. Further, we study the connection between the two-phonon mode and
the BS one-phonon mode by constructing a joint density of states toy model that
reproduces the key features of the data
Determining the electron-phonon coupling in superconducting cuprates by resonant inelastic x-ray scattering: Methods and results on Nd1+xBa2-xCu3O7-δ
The coupling between lattice vibration quanta and valence electrons can induce charge-density modulations and decisively influence the transport properties of materials, e.g., leading to conventional superconductivity. In high-critical-temperature superconductors, where electronic correlation is the main actor, the actual role of electron-phonon coupling (EPC) is being intensely debated theoretically and investigated experimentally. We present an in-depth study of how the EPC strength can be obtained directly from resonant inelastic x-ray scattering (RIXS) data through the theoretical approach derived by Ament et\ua0al. [Europhys. Lett. 95, 27008 (2011)]. The role of the model parameters (e.g., phonon energy ω0, intermediate state lifetime 1/Γ, EPC matrix element M, and detuning energy Ω) is thoroughly analyzed, providing general relations among them that can be used to make quantitative estimates of the dimensionless EPC g=(M/ω0)2 without detailed microscopic modeling. We then apply these methods to very high-resolution Cu L3-edge RIXS spectra of three Nd1+xBa2−xCu3O7−δ films. For the insulating antiferromagnetic parent compound, the value of M as a function of the in-plane momentum transfer is obtained for Cu-O bond-stretching (breathing) and bond-bending (buckling) phonon branches. For the underdoped and the nearly optimally doped samples, the effects of Coulomb screening and of charge-density-wave correlations on M are assessed. In light of the anticipated further improvements of the RIXS experimental resolution, this work provides a solid framework for an exhaustive investigation of the EPC in cuprates and other quantum materials
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