Enhancing combinatorial optimization with classical and quantum generative models.

Devising an efficient exploration of the search space is one of the key challenges in the design of combinatorial optimization algorithms. Here, we introduce the Generator-Enhanced Optimization (GEO) strategy: a framework that leverages any generative model (classical, quantum, or quantum-inspired) to solve optimization problems. We focus on a quantum-inspired version of GEO relying on tensor-network Born machines, and referred to hereafter as TN-GEO. To illustrate our results, we run these benchmarks in the context of the canonical cardinality-constrained portfolio optimization problem by constructing instances from the S&P 500 and several other financial stock indexes, and demonstrate how the generalization capabilities of these quantum-inspired generative models can provide real value in the context of an industrial application. We also comprehensively compare state-of-the-art algorithms and show that TN-GEO is among the best; a remarkable outcome given the solvers used in the comparison have been fine-tuned for decades in this real-world industrial application. Also, a promising step toward a practical advantage with quantum-inspired models and, subsequently, with quantum generative models.

Supramolecular assembly of blue and green halide perovskites with near-unity photoluminescence.

The metal-halide ionic octahedron is the optoelectronic unit for halide perovskites, and a crown ether-assisted supramolecular assembly approach can pack various ionic octahedra into tunable symmetries. In this work, we demonstrate near-unity photoluminescence quantum yield (PLQY) blue and green emission with the supramolecular assembly of hafnium (Hf) and zirconium (Zr) halide octahedral clusters. (18C6@K)2HfBr6 powders showed blue emission with a near-unity PLQY (96.2%), and green emission was also achieved with (18C6@K)2ZrCl4Br2 powders at a PLQY of 82.7%. These highly emissive powders feature facile low-temperature solution-based synthesis conditions and maintain high PLQY in solution-processable semiconductor inks under ambient conditions, and they were used in thin-film displays and emissive three-dimensional-printed architectures that exhibited high spatial resolution.

Prediction of lymph node metastasis based on tumor size in stage 1A endometrioid endometrium cancer.

OBJECTIVE: Endometrium cancer (EC) is the most prevalent cancer affecting women in developed countries. There is debate about the need to perform lymphadenectomy in cases with a tumor diameter >2 cm. The aim of our study is to research the prediction of lymph node metastasis using tumor size in stage 1A endometrioid endometrium cancer (EEC). PATIENTS AND METHODS: The study enrolled cases operated in the clinic due to stage 1A EEC (FIGO 2009) from December 2010-2021. The correlations of age, age interval, parity, type of operation, tumor diameter, myometrial invasion, histological grade, and lymph node metastasis were statistically analyzed. The cut-off point for tumor size was determined with the ROC curve and Youden index. RESULTS: The study analyzed a total of 292 cases, and the mean age of cases was 62.3±10.0 years. Of the cases, 79.5% had histological grade 1, and 20.5% had grade 2. Myometrial invasion ≤50% was detected in 69.5%, and no myometrial invasion was detected in 30.5%. The mean tumor diameter was 34.0±18.0. Lymph node metastasis was identified in 6 cases (2.1%). Based on the tumor diameter cut-off value of 35 mm, sensitivity was 100%, and specificity was 50.3%. 116 cases with tumor diameter >35 mm and 176 with diameter ≤35 mm, and grade 2 histology and lymph node positivity were found statistically significant between these groups (respectively, p=0.012 and p=0.038). The lymph node metastasis risk was 0% in cases with tumor diameter ≤35 mm, while it was 5.2% in cases with tumor diameter >35 mm. CONCLUSIONS: The general approach in stage 1A EEC is not to perform lymphadenectomy. However, when the tumor diameter is noted, lymphadenectomy may be considered as the lymph node metastasis risk increases in cases with a tumor diameter of 35 mm or more. There is a need for more clinical studies on this topic.

FRAIL Scale: an independent predictor of in-hospital mortality among older adults.

OBJECTIVE: To screen for geriatric syndromes in older in-hospital patients and investigate their relationship with mortality. PATIENTS AND METHODS: Demographic data, comorbidities, and medical history of the patients were recorded. Anthropometric measurements were obtained at 72 hours after hospital admission. The Mini Nutritional Assessment-Short Form, strength, assistance with walking, rising from a chair, climbing stairs, and falls (SARC-F) sarcopenia screening questionnaire, Katz Activities of Daily Living scale, Lawton-Brody instrumental activities of daily living scale, the fatigue, resistance, ambulation, illness, and loss of weight (FRAIL) scale and the Eating Assessment Test-10 (EAT-10) screening test were used to assess geriatric syndromes. All patients were evaluated for delirium, pain, falls, polypharmacy, sleep disorders, incontinence, and pressure injury by the same researcher. RESULTS: A total of 85 patients were included in the study. The mean age was 75±7 years (range: 66-97). During hospital follow-up, 15.3% (n=13) of the patients died and 84.7% (n=72) were discharged. The median length of stay was 19 days (range: 3-126 days). In the multivariate analysis, frailty (hazard ratio: 2.67, 95% CI: 1.41-5.06, p=0.003) was found to be associated with in-hospital mortality. CONCLUSIONS: Frailty is an independent risk factor for in-hospital mortality in older adults.

C-PEPTIDE AS AN INFLAMMATORY MARKER IN OBESE WOMEN.

Background: Insulin resistance (IR) is a component of type 2 diabetes and metabolic syndrome and it increases in the presence of chronic inflammation. Lately, "neutrophil-to-lymphocyte ratio" (NLR) has been used as an indicator of inflammation. This study evaluates the association between IR and NLR in obese women. Material and methods: Obese female patients who were followed up in a university hospital for the last two years were included in the study. Homeostasis model assessment of IR (HOMA-IR), C-peptide, NLR, bioelectrical impedance measurements of 83 patients were analyzed. Results: The C-peptide levels of our patients showed a highly significant correlation with HOMA-IR (p<0.001). A significant positive correlation was found between fasting plasma C-peptide levels and NLR (r=0.36 and p<0.003) in obese women. The increase in C-peptide levels had a significant effect on the increase in NLR (r2=0.31, p=0.002), however insulin had no similar effect on NLR (r2=0.01, p=0.544). Conclusion: Plasma C-peptide levels are better correlated with NLR compared to other parameters of IR. C-peptide may be used as an efficient laboratory marker with high relevance in IR and chronic inflammatory conditions in obese women.

Probing lithium mobility at a solid electrolyte surface.

Solid-state electrolytes overcome many challenges of present-day lithium ion batteries, such as safety hazards and dendrite formation1,2. However, detailed understanding of the involved lithium dynamics is missing due to a lack of in operando measurements with chemical and interfacial specificity. Here we investigate a prototypical solid-state electrolyte using linear and nonlinear extreme-ultraviolet spectroscopies. Leveraging the surface sensitivity of extreme-ultraviolet-second-harmonic-generation spectroscopy, we obtained a direct spectral signature of surface lithium ions, showing a distinct blueshift relative to bulk absorption spectra. First-principles simulations attributed the shift to transitions from the lithium 1 s state to hybridized Li-s/Ti-d orbitals at the surface. Our calculations further suggest a reduction in lithium interfacial mobility due to suppressed low-frequency rattling modes, which is the fundamental origin of the large interfacial resistance in this material. Our findings pave the way for new optimization strategies to develop these electrochemical devices via interfacial engineering of lithium ions.

The effect of frailty in older community-dwelling outpatients with atrial fibrillation: a new score HAS-BLED-F (rail).

OBJECTIVE: This study aims to determine the effect of frailty on thromboembolic events (TEE) and bleeding in older patients with non-valvular atrial fibrillation (AF). PATIENTS AND METHODS: Patients aged ≥65 years who were diagnosed as having non-valvular AF in a geriatric outpatient clinic between June 2015 and February 2021 were included in the study. Frailty, the risk of thrombosis secondary to AF, and the risk of bleeding as a complication of AF treatment were evaluated using the FRAIL scale, and CHA2DS2-VASc and HAS-BLED scores, respectively. RESULTS: Out of 83 patients included in the study, 72.3% were frail and 21.7% were pre-frail. TEE was observed in 14.5% (n=12) and bleeding was observed in 25.3% (n=21) of the patients. A total of 21 (25.3%) patients had a history of bleeding. There was no difference between the normal, pre-frail, and frail groups in terms of TEE and bleeding history (p=0.112 and p=0.571, respectively). In multivariate analysis, mortality decreased with the use of apixaban; frailty and malnutrition were found to increase mortality (p=0.014, p=0.023, and p=0.020, respectively). HAS-BLED-F score was obtained as a result of the sum of the patients' HAS-BLED and FRAIL scores to predict the bleeding risk. A HAS-BLED-F score of ≥6 predicted the risk of bleeding with 90.5% sensitivity and 40.3% specificity. CONCLUSIONS: Frailty is not associated with a statistically significant increase in the risk of thromboembolic events or bleeding in patients with non-valvular AF. HAS-BLED-F score can be used to better predict the risk of bleeding in frail patients.

Signatures of Multiband Effects in High-Harmonic Generation in Monolayer MoS_{2}.

High-harmonic generation (HHG) in solids has been touted as a way to probe ultrafast dynamics and crystal symmetries in condensed matter systems. Here, we investigate the polarization properties of high-order harmonics generated in monolayer MoS_{2}, as a function of crystal orientation relative to the mid-infrared laser field polarization. At several different laser wavelengths we experimentally observe a prominent angular shift of the parallel-polarized odd harmonics for energies above approximately 3.5 eV, and our calculations indicate that this shift originates in subtle differences in the recombination dipole strengths involving multiple conduction bands. This observation is material specific and is in addition to the angular dependence imposed by the dynamical symmetry properties of the crystal interacting with the laser field, and may pave the way for probing the vectorial character of multiband recombination dipoles.

Polarization-Resolved Extreme-Ultraviolet Second-Harmonic Generation from LiNbO_{3}.

Second harmonic generation (SHG) spectroscopy ubiquitously enables the investigation of surface chemistry, interfacial chemistry, as well as symmetry properties in solids. Polarization-resolved SHG spectroscopy in the visible to infrared regime is regularly used to investigate electronic and magnetic order through their angular anisotropies within the crystal structure. However, the increasing complexity of novel materials and emerging phenomena hampers the interpretation of experiments solely based on the investigation of hybridized valence states. Here, polarization-resolved SHG in the extreme ultraviolet (XUV-SHG) is demonstrated for the first time, enabling element-resolved angular anisotropy investigations. In noncentrosymmetric LiNbO_{3}, elemental contributions by lithium and niobium are clearly distinguished by energy dependent XUV-SHG measurements. This element-resolved and symmetry-sensitive experiment suggests that the displacement of Li ions in LiNbO_{3}, which is known to lead to ferroelectricity, is accompanied by distortions to the Nb ion environment that breaks the inversion symmetry of the NbO_{6} octahedron as well. Our simulations show that the measured second harmonic spectrum is consistent with Li ion displacements from the centrosymmetric position while the Nb─O bonds are elongated and contracted by displacements of the O atoms. In addition, the polarization-resolved measurement of XUV-SHG shows excellent agreement with numerical predictions based on dipole-induced SHG commonly used in the optical wavelengths. Our result constitutes the first verification of the dipole-based SHG model in the XUV regime. The findings of this work pave the way for future angle and time-resolved XUV-SHG studies with elemental specificity in condensed matter systems.

Angstrom-Resolved Interfacial Structure in Buried Organic-Inorganic Junctions.

Charge transport processes at interfaces play a crucial role in many processes. Here, the first soft x-ray second harmonic generation (SXR SHG) interfacial spectrum of a buried interface (boron-Parylene N) is reported. SXR SHG shows distinct spectral features that are not observed in x-ray absorption spectra, demonstrating its extraordinary interfacial sensitivity. Comparison to electronic structure calculations indicates a boron-organic separation distance of 1.9 Å, with changes of less than 1 Å resulting in easily detectable SXR SHG spectral shifts (ca. hundreds of milli-electron volts).

Extreme Ultraviolet Second Harmonic Generation Spectroscopy in a Polar Metal.

The coexistence of ferroelectricity and metallicity seems paradoxical, since the itinerant electrons in metals should screen the long-range dipole interactions necessary for dipole ordering. The recent discovery of the polar metal LiOsO3 was therefore surprising [as discussed earlier in Y. Shi et al., Nat. Mater. 2013, 12, 1024]. It is thought that the coordination preferences of the Li play a key role in stabilizing the LiOsO3 polar metal phase, but an investigation from the combined viewpoints of core-state specificity and symmetry has yet to be done. Here, we apply the novel technique of extreme ultraviolet second harmonic generation (XUV-SHG) and find a sensitivity to the broken inversion symmetry in the polar metal phase of LiOsO3 with an enhanced feature above the Li K-edge that reflects the degree of Li atom displacement as corroborated by density functional theory calculations. These results pave the way for time-resolved probing of symmetry-breaking structural phase transitions on femtosecond time scales with element specificity.

The value of parathyroid scintigraphy on lesion detection in patients with normocalcemic primary hyperparathyroidism. / El valor de la gammagrafía paratiroidea en la detección de lesiones en pacientes con hiperparatiroidismo primario normocalcémico.

OBJECTIVE: Primary hyperparathyroidism (PHPT) is one of the most frequent endocrine diseases. Most of the patients with PHPT are asymptomatic, and only 20% of them become symptomatic with increasing levels of calcium. It has been reported that normocalcemic primary hyperparathyroidism (NPHPT) may be the incipient period of PHPT where calcium (Ca) levels are in normal range, and it may advance to overt PHPT. Early diagnosis of PHPT is important in order to prevent its complications. In this retrospective study, we aimed to evaluate the role of 99mTc-MIBI parathyroid scintigraphy on lesion detection in patients with NPHPT. MATERIAL AND METHODS: The parathyroid scintigraphy database was reviewed retrospectively in patients with PHPT. 117 patients who underwent 99mTc-MIBI scintigraphy were recruited to the study. Serum calcium level above 10.5mg/dl was considered as hypercalcemia. RESULTS: A total of 117 patients' (female/male:98/19) mean serum PTH levels (mean±SD) were 149±97 pg/ml in normocalcemic group (Ca:9.6±0.6mg/dL, n:38) and 189±135 pg/ml in hypercalcemic group (Ca:11.4±0.6mg/dL, n:79) (p:0.072). The sex and ages were not different between the scintigraphy positive and negative groups, but the lesion detection rates with parathyroid scintigraphy were 42% in normocalcemic group and 81% in hypercalcemic group (p<0.0001). CONCLUSIONS: Several factors including serum Ca, the imaging protocol, existence of multiglandular disease, the size and MIBI biokinetics of the adenoma may influence lesion detectability in parathyroid scintigraphy. Although high serum Ca level is an important parameter in predicting its success, parathyroid scintigraphy remains a valuable diagnostic method even in patients with NPHPT.

Simple and rapid quantification of phospholipids for supramolecular membrane transport assays.

We introduce a simple (1)H NMR method for quantification of the phospholipid content of liposomes. The method is validated by comparison with the established Stewart assay, which revealed significant uncertainties in phospholipid quantification of established liposome preparations used in supramolecular membrane transport assays.

A new technique for endoscopic treatment of gastric phytobezoars: fragmentation using guidewire.

BACKGROUND AND STUDY AIMS: Bezoars result from accumulation of indigestible materials in the gastrointestinal tract and often occur in the stomach. In this study, we evaluated the use of guidewires in patients with gastric phytobezoars (PBs) as a new method for PB removal and examined the safety of the procedure. PATIENTS AND METHODS: Between February 2009 and January 2013, we analyzed data from 11 patients with gastric PBs. We fitted a transparent cap to a standard endoscope (EG450WR5, Fujinon), and a 0.025 inch guidewire was passed through the standart endoscope. PBs were surrounded by a loop in the guidewire and destroyed. After 2 weeks of treatment, patients were re-evaluated for effectiveness. RESULTS: PB fragmentation time was 5-11 minutes. In five patients with a history of gastric surgery, we needed an additional 16-28 minutes for removal of the fragments. In six patients additionally treated with enzymatic degradation after the breaking procedure, PBs completely disappeared within 2 weeks. There were no complications during the procedure. CONCLUSIONS: The guidewire and fragmentation procedure for PBs is an efficient and reliable method. When combined with enzymatic degradation, PBs can be managed quickly and effectively.

Diagnostic utility of osteocalcin, undercarboxylated osteocalcin, and alkaline phosphatase for osteoporosis in premenopausal and postmenopausal women.

BACKGROUND: We aimed to investigate the diagnostic utility of osteocalcin (OC), undercarboxylated osteocalcin (ucOC), and alkaline phosphatase (ALP) in pre- and postmenopausal women for femoral neck, L1-4, and L2-4 bone mineral density (BMD) values by taking into consideration their age, body mass index (BMI), and menopausal status. METHODS: Premenopausal (N=40) and postmenopausal cases (N=42) were classified as 25-34 or 35-45 yr of age and within the first 5 yr or 5 yr or more after the onset of menopause, respectively. RESULTS: Among the groups, statistical differences were found for age, BMI, OC, ucOC, ALP, femoral neck BMD, L1-4 BMD, and L2-4 BMD. The highest serum OC, ucOC, and ALP levels were observed in cases within the first 5 yr after the onset of menopause, probably due to a more rapid bone turnover rate. The best predictors for the femoral neck osteoporosis were ALP, OC, and calcium (areas under the ROC curve [AUC]=0.882, 0.829, and 0.761, respectively), and those for L1-4 and L2-4 osteoporosis were OC, ALP, and ucOC (AUC=0.949, 0.873, and 0.845; and 0.866, 0.819, and 0.814, respectively). Multiple logistic regression analysis revealed that the most discriminative parameter for osteoporosis was OC. CONCLUSIONS: These results indicate that serum OC levels, with or without ucOC and ALP, may be useful to monitor follow-up changes that currently cannot be assessed with BMD and to diagnose femoral neck, L1-4 spine, and L2-4 spine osteoporosis.

Protective effect of lycopene against radiation-induced hepatic toxicity in rats.

The radioprotective effect of lycopene against liver damage was investigated in 80 female Sprague Dawley rats (10 per group). Early-group rats included: controls (group 1), lycopene (group 2), radiotherapy alone (group 3), and lycopene + radiotherapy (group 4). Lycopene (5 mg/kg per day) was administered orally for 7 days; single-fraction 8 Gy abdominopelvic radiotherapy was administered on day 8. Early-group rats were sacrificed on day 10. Late-group rats (groups 5-8) underwent treatment with the same regimens but, in groups 6 and 8, lycopene was administered until all rats were sacrificed, 60 days postradiotherapy. Liver malondialdehyde levels increased significantly and glutathione (GSH) levels, GSH-peroxidase (GSH-Px) and superoxide dismutase (SOD) activity decreased significantly in radiotherapy versus control groups. In lycopene + radiotherapy groups, malondialdehyde levels decreased significantly and GSH levels, GSH-Px and SOD activity increased significantly compared with radiotherapy groups. No significant between-group histo pathological differences were observed in early groups; in late groups, histopathological changes increased significantly in the radiotherapy group versus control group. A significant decrease in histopathological changes occurred in the lycopene + radiotherapy group compared with the radiotherapy group. Lycopene supplementation significantly reduced radiotherapy-induced oxidative liver injury.

Ear, nose and throat involvement in patients with pemphigus vulgaris: correlation with severity, phenotype and disease activity.

BACKGROUND: Pemphigus vulgaris (PV) is the most common clinical form of pemphigus that is characterized by easily ruptured or loose bulla formation on skin and/or mucosa. The frequency of the ear, nose and throat involvement of PV is not clearly defined. OBJECTIVES: To evaluate the frequency of ear, nose and throat (ENT) involvement in patients suffering from PV who had been recently diagnosed or exacerbated under follow up and to determine the association with ENT symptoms, clinical involvement, severity and duration of pemphigus vulgaris. MATERIALS AND METHODS: The study group included a total of 38 PV patients comprising 24 new patients and 14 patients who showed exacerbations while on complete remission or under treatment. All patients were asked about ENT symptoms and endoscopic examination were performed to evaluate the presence of nasal, pharynx, larynx and ear involvement. RESULTS: Of the 38 patients, 33 (87%) had active PV lesions on endoscopic evaluation. Twenty-five patients (66%) had lesions on pharynx, twenty-one (55%) on larynx, twenty-nine (76%) on nasal mucosa and four (10%) on the ear mucosa. ENT involvement was not associated with the severity and the clinical involvement of the disease. Pharyngeal and nasal involvement was significantly associated with symptoms, while laryngeal and ear involvement was not found to be significantly associated with symptoms. Nasal and ear involvement was not associated with the duration of the disease while pharyngeal and laryngeal involvement favored newly diagnosed patients. CONCLUSIONS: Our results revealed that high number of patients with PV may present with active ENT lesions, furthermore patients with ear, nose and throat involvement may be asymptomatic and active lesions may be found in patients without any ENT symptoms. Therefore it should be considered that to understand the real extent of PV involvement, endoscopic ENT evaluation should be performed in patients with or without symptoms.

Microalbuminuria as an early marker of renal involvement in Behcet's disease: it is associated with neurological involvement and duration of the disease.

BACKGROUND: Despite its nature as a systemic vasculitis, renal involvement is known to occur infrequently in Behçet's Disease (BD). OBJECTIVES: Our aim was to investigate proteinuria, microhematuria and microalbuminuria in 24-h urine and evaluate subclinical or symptomatic renal involvement in BD patients. METHODS: Two hundred and eleven patients who fulfilled the International Behçet's Disease criteria were included in the study. After urine analysis, five of 12 patients who were found to have proteinuria underwent renal biopsy, while 199 patients without proteinuria were investigated for microalbuminuria (MA). RESULTS: A total of 34 (16.1%) patients were found to have renal involvement including 22 (11.1%) with MA and 12 with proteinuria (5.6%). Renal biopsies resulted as focal glomerulosclerosis in three, membranous glomerulosclerosis in one and secondary amyloidosis in two patients. Neurological involvement was found to be significantly more prevalent in patients with MA (P < 0.01). Neurological involvement and duration of disease (> or = 10 years) was found to increase the risk for MA by 21.75-fold and 5.03-fold, respectively. Though age over 40 years, thrombophlebitis, HLA B51 haplotype and ophthalmological involvement were not found to be significantly associated with MA; these parameters increased the risk for MA. CONCLUSIONS: Renal involvement may be more prevalent in BD than it has been recognized; it usually presents with asymptomatic microhematuria, proteinuria and/or microalbuminuria; therefore clinicians must check 24-h urine for the presence of proteinuria, microhematuria and microalbuminuria; especially in patients who are aged over 40 years, have a longer duration of the disease and multisystem involvement.

The effect of extracorporeal shock wave lithotripsy on the rat spinal cord.

STUDY DESIGN: Experimental study. OBJECTIVES: To determine the effects of extracorporeal shock wave lithotripsy (ESWL) on the rat spinal cord. METHODS: Animals were randomly divided into three groups. Groups 1 and 2 consisted of five rats each that underwent ESWL (2000 impulses at 15 kV and 2000 impulses at 18 kV, respectively) and group 3 contained five control rats (no shock wave treatment). ESWL-treated and control rats were compared with regard to light and electron microscopic findings of the adjacent spinal cord. RESULTS: Gross neurological outcomes were normal in all groups. Light microscopic examination of group 1 showed extensive extravasation of red blood cells over all the interstitial spaces. Group 2 also had haemorrhagic areas and an irregular organization of axons in the white matter. Transmission electron microscopic examination of group 1 indicated extravasated red blood cells through the endothelium and swollen axoplasm, degenerated mitochondria, destruction of myelin sheaths and a slight increase in the number of lysosomes. Extravasated red blood cells were also seen in group 2. The axoplasmic mitochondria were enlarged, but no sign of mitochondrial degeneration was observed. Lamellar degeneration of myelin sheaths and abundant lysosomes were more predominant in group 2 than in group 1. CONCLUSION: Extracorporeal shock wave lithotripsy caused not only haemorrhage but also damage to neuronal structures except the nucleus. Our findings showed that higher-energy ESWL caused more myelin degeneration in the spinal cord.