Miracle-dz/UniFAR-FTUs huggingface dataset:
Results of a prospective randomized trial comparing neoadjuvant chemotherapy plus radiotherapy with radiotherapy alone in patients with locoregionally advanced nasopharyngeal carcinoma.

PURPOSE A prospective randomized trial was performed to evaluate the contribution of neoadjuvant chemotherapy in patients with locoregionally advanced nasopharyngeal carcinoma. PATIENTS AND METHODS Patients with locoregionally advanced nasopharyngeal carcinoma were treated either with radiotherapy alone (RT group) or neoadjuvant chemotherapy plus radiotherapy (CT/RT group). Neoadjuvant chemotherapy consisting of two to three cycles of cisplatin (100 mg/m(2), day 1), bleomycin (10 mg/m(2), days 1 and 5), and fluorouracil (5-FU; 800 mg/m(2), days 1 through 5, continuous infusion) followed by radiotherapy was given to the CT/RT group. All patients were treated in a uniform fashion by definitive-intent radiation therapy in both groups. RESULTS Between July 1993 and July 1994, 456 patients were entered onto the study, with 228 patients randomized to each treatment arm, and 449 patients (225 in the RT group and 224 in the CT/RT group) were assessable. All 456 patients were included in survival analysis according to the intent-to-treat principle. The 5-year overall survival (OS) rates were 63% for the CT/RT group and 56% for the RT group (P =.11). The median relapse-free survival (RFS) time was 50 months for the RT group and not reached for the CT/RT group. The 5-year RFS rate was 49% for the RT group versus 59% for the CT/RT group (P =.05). The 5-year freedom from local recurrence rate was 82% for the CT/RT group and 74% for the RT group (P =.04). There was no significant difference in freedom from distant metastasis between the two treatment groups (CT/RT group, 79%; RT group, 75%; P =.40). CONCLUSION This randomized study failed to demonstrate any significant survival benefit with the addition of neoadjuvant chemotherapy for patients with locoregionally advanced nasopharyngeal carcinoma. Therefore, neoadjuvant chemotherapy for nasopharyngeal carcinoma should not be used outside of the context of a clinical trial.
MPEG-7 Visual Descriptors&#8212;Contributions for Automated Feature Extraction in Capsule Endoscopy

Recent advances in miniaturization led to the development of what is now called the endoscopic capsule. This small device is swallowed by a patient and films the whole gastrointestinal tract, allowing the detection of abnormalities. Currently, a doctor typically needs up to two hours to analyze a full exam, so automation is desirable. This paper presents a methodology for measuring the potential of selected visual MPEG-7 descriptors for the task of specific medical event detection such as blood, ulcers. Experiments show that the best results are obtained by the Scalable Color and Homogenous Texture descriptors, especially if only relevant coefficients are used.
Inverse learning of black-box aggregator for robust Nash equilibrium

In this note, we investigate the robustness of Nash equilibria (NE) in multi-player aggregative games with coupling constraints. There are many algorithms for computing an NE of an aggregative game given a known aggregator. When the coupling parameters are affected by uncertainty, robust NE need to be computed. We consider a scenario where players' weight in the aggregator is unknown, making the aggregator kind of"a black box". We pursue a suitable learning approach to estimate the unknown aggregator by proposing an inverse variational inequality-based relationship. We then utilize the counterpart to reconstruct the game and obtain first-order conditions for robust NE in the worst case. Furthermore, we characterize the generalization property of the learning methodology via an upper bound on the violation probability. Simulation experiments show the effectiveness of the proposed inverse learning approach.
Force metrology with plane parallel plates: Final design review and outlook

During the past few decades, abundant evidence for physics beyond the two standard models of particle physics and cosmology was found. Yet, we are tapping into the dark regarding our understanding of the dark sector. For more than a century, open problems related to the nature of the vacuum remain unresolved. Besides the traditional high-energy frontier and cosmology, technological advancement provides complementary access to new physics via high-precision experiments. Among the latter, the Casimir And Non-Newtonian force EXperiment (\cannex{}) has successfully completed its proof-of-principle phase and will soon commence operation. Benefiting from its plane parallel plate geometry, both interfacial and gravity-like forces are maximized, leading to increased sensitivity. A wide range of dark sector forces, Casimir forces in and out of thermal equilibrium, and gravity will be tested. This article describes the final experimental design, its sensitivity, and expected results.
Improved Algorithm and Bounds for Successive Projection

Given a $K$-vertex simplex in a $d$-dimensional space, suppose we measure $n$ points on the simplex with noise (hence, some of the observed points fall outside the simplex). Vertex hunting is the problem of estimating the $K$ vertices of the simplex. A popular vertex hunting algorithm is successive projection algorithm (SPA). However, SPA is observed to perform unsatisfactorily under strong noise or outliers. We propose pseudo-point SPA (pp-SPA). It uses a projection step and a denoise step to generate pseudo-points and feed them into SPA for vertex hunting. We derive error bounds for pp-SPA, leveraging on extreme value theory of (possibly) high-dimensional random vectors. The results suggest that pp-SPA has faster rates and better numerical performances than SPA. Our analysis includes an improved non-asymptotic bound for the original SPA, which is of independent interest.
Photosynthetic Bradyrhizobia from Aeschynomene spp. Are Specific to Stem-Nodulated Species and Form a Separate 16S Ribosomal DNA Restriction Fragment Length Polymorphism Group

ABSTRACT We obtained nine bacterial isolates from root or collar nodules of the non-stem-nodulated Aeschynomene species A. elaphroxylon, A. uniflora, or A. schimperi and 69 root or stem nodule isolates from the stem-nodulated Aeschynomene species A. afraspera, A. ciliata, A. indica,A. nilotica, A. sensitiva, and A. tambacoundensis from various places in Senegal. These isolates, together with 45 previous isolates from variousAeschynomene species, were studied for host-specific nodulation within the genus Aeschynomene, also revisiting cross-inoculation groups described previously by D. Alazard (Appl. Environ. Microbiol. 50:732–734, 1985). The whole collection ofAeschynomene nodule isolates was screened for synthesis of photosynthetic pigments by spectrometry, high-pressure liquid chromatography, and thin-layer chromatography analyses. The presence ofpuf genes in photosyntheticAeschynomene isolates was evidenced both by Southern hybridization with a Rhodobacter capsulatus photosynthetic gene probe and by DNA amplification with primers defined from photosynthetic genes. In addition, amplified 16S ribosomal DNA restriction analysis was performed on 45 Aeschynomeneisolates, including strain BTAi1, and 19 reference strains fromBradyrhizobium japonicum, Bradyrhizobium elkanii, and other Bradyrhizobium sp. strains of uncertain taxonomic positions. The 16S rRNA gene sequence of the photosynthetic strain ORS278 (LMG 12187) was determined and compared to sequences from databases. Our main conclusion is that photosynthetic Aeschynomene nodule isolates share the ability to nodulate particular stem-nodulated species and form a separate subbranch on the Bradyrhizobium rRNA lineage, distinct from B. japonicum and B. elkanii.
Combined Effects of Thrombosis Pathway Gene Variants Predict Cardiovascular Events

The genetic background of complex diseases is proposed to consist of several low-penetrance risk loci. Addressing this complexity likely requires both large sample size and simultaneous analysis of different predisposing variants. We investigated the role of four thrombosis genes: coagulation factor V (F5), intercellular adhesion molecule 1 (ICAM1), protein C (PROC), and thrombomodulin (THBD) in cardiovascular diseases. Single allelic gene variants and their pair-wise combinations were analyzed in two independently sampled population cohorts from Finland. From among 14,140 FINRISK participants (FINRISK-92, n = 5,999 and FINRISK-97, n = 8,141), we selected for genotyping a sample of 2,222, including 528 incident cardiovascular disease (CVD) cases and random subcohorts totaling 786. To cover all known common haplotypes (>10%), 54 single nucleotide polymorphisms (SNPs) were genotyped. Classification-tree analysis identified 11 SNPs that were further analyzed in Cox's proportional hazard model as single variants and pair-wise combinations. Multiple testing was controlled by use of two independent cohorts and with false-discovery rate. Several CVD risk variants were identified: In women, the combination of F5 rs7542281 × THBD rs1042580, together with three single F5 SNPs, was associated with CVD events. Among men, PROC rs1041296, when combined with either ICAM1 rs5030341 or F5 rs2269648, was associated with total mortality. As a single variant, PROC rs1401296, together with the F5 Leiden mutation, was associated with ischemic stroke events. Our strategy to combine the classification-tree analysis with more traditional genetic models was successful in identifying SNPs—acting either in combination or as single variants—predisposing to CVD, and produced consistent results in two independent cohorts. These results suggest that variants in these four thrombosis genes contribute to arterial cardiovascular events at population level.
Ethinylestradio-Chlormadinone Acetate Combination for the Treatment of Hirsutism and Hormonal Alterations of Normal-Weight Women With Polycystic Ovary Syndrome: Evaluation of the Metabolic Impact

This is the first study evaluating the clinical, metabolic, and hormonal effects of the ethinylestradiol—chlormadinone acetate (EECMA) combination in hirsute women with polycystic ovary syndrome (PCOS). Ultrasonographic pelvic examination, hirsutism score, and hormone profile evaluation were performed at baseline and after 3 and 6 cycles of treatment. Oral glucose tolerance test, euglycemic—hyperinsulinemic clamp, and assessment of lipid profile were carried out at baseline and after 6 cycles of treatment. A significant improvement in hirsutism was evident at the end of treatment. From the third cycle onward, plasma levels of sex hormone binding globulin significantly increased when compared to baseline. Free androgen index, androstenedione, and 17-hydroxyprogesterone significantly decreased after 6 cycles. The treatment did not affect glucose and insulin homeostasis. Total cholesterol, triglycerides, and high-density lipoprotein (HDL) plasma levels remained unvaried, whereas low-density lipoprotein (LDL) concentrations showed a significant reduction. A significant increase in very-low-density lipoprotein (VLDL) levels was seen at the sixth cycle of therapy. In conclusion, EE-CMA combination ameliorates clinical and hormonal features of PCOS women, with no detrimental effects on glucose, insulin, and lipid metabolism.
Principles and Optimization of Reflective Intelligent Surface Assisted mmWave Systems

A conceptual example is first analyzed to show that efficient wireless communications is possible, when user equipment (UE) receiver, BS transmitter or/and the scatter (reflector) in wireless channels employ the required channel state information (CSI) to remove the randomness of signal phase. Then, the principles and optimization of three reflective intelligent surface (RIS) assisted mmWave (RIS-mmWave) models are introduced. The first model assumes one BS, one RIS and one UE; the second one assumes one BS, one RIS and multiple UEs; while the third RIS-mmWave model assumes one BS, multiple RISs and multiple UEs. Furthermore, the optimization of BS precoder and RIS phase-shifts is addressed in the context of the massive RIS-mmWave scenarios, where the number of BS antennas and that of RIS reflection elements are significantly larger than the number of supported UEs. The analyses demonstrate that, while the deployment of RISs with mmWave is capable of solving the blockage problem and has the potential to significantly improve efficiency, finding the near-optimum solutions for RIS phase-shifts is highly challenging in practice.
First-Principles Calculations of Crystal Field Parameters of Nd Ions Near Surfaces and Interfaces in Nd-Fe-B Magnets

We study the local magnetic anisotropy due to Nd ions located around surfaces of Nd<sub>2</sub>Fe<sub>14</sub>B within the crystal field theory based on first-principles calculations. The Nd ions on the (001) surface exhibit A<sub>2</sub><sup>0</sup> <; 0, that is, the in-plane anisotropy, as reported previously, but those on the (100) surface exhibit A<sub>2</sub><sup>0</sup> > 0, which is consistent with the bulk c-axis uniaxial anisotropy. The physical origin of these conflicting local anisotropies can be understood from the 6p and 5d valence charge distributions realized in the Nd<sub>2</sub>Fe<sub>14</sub>B structure.
Identifying spatial priorities for protecting ecosystem services

Priorities for protecting ecosystem services must be identified to ensure future human well-being. Approaches to broad-scale spatial prioritization of ecosystem services are becoming increasingly popular and are a vital precursor to identifying locations where further detailed analyses of the management of ecosystem services is required (e.g., examining trade-offs among management actions). Prioritization approaches often examine the spatial congruence between priorities for protecting ecosystem services and priorities for protecting biodiversity; therefore, the spatial prioritization method used is crucial because it will influence the alignment of service protection and conservation goals. While spatial prioritization of ecosystem services and prioritization for conservation share similarities, such as the need to document threats and costs, the former differs substantially from the latter owing to the requirement to measure the following components: supply of services; availability of human-derived alternatives to service provision; capacity to meet beneficiary demand; and site dependency in and scale of service delivery. We review studies that identify broad-scale spatial priorities for managing ecosystem services and demonstrate that researchers have used different approaches and included various measures for identifying priorities, and most studies do not consider all of the components listed above. We describe a conceptual framework for integrating each of these components into spatial prioritization of ecosystem services and illustrate our approach using a worked example for water provision. A fuller characterization of the biophysical and social context for ecosystem services that we call for should improve future prioritization and the identification of locations where ecosystem-service management is especially important or cost effective.
Derivate Isocorydine (d-ICD) Suppresses Migration and Invasion of Hepatocellular Carcinoma Cell by Downregulating ITGA1 Expression

In our previous studies, we found that isocorydine (ICD) could be a potential antitumor agent in hepatocellular carcinoma (HCC). Derivate isocorydine (d-ICD), a more effective antitumor agent, has been demonstrated to inhibit proliferation and drug resistance in HCC. In order to investigate the potential role of d-ICD on HCC cell migration and its possible mechanism, wound healing assay, trans-well invasion assay, western blot analysis, and qRT-PCR were performed to study the migration and invasion ability of HCC cells as well as relevant molecular alteration following d-ICD treatment. Results indicated that the migration and invasion ability of HCC cells were suppressed when cultured with d-ICD. Meanwhile, the expression level of ITGA1 was markedly reduced. Furthermore, we found that ITGA1 promotes HCC cell migration and invasion in vitro, and that ITGA1 can partly reverse the effect of d-ICD-induced migration and invasion suppression in HCC cells. In addition, dual luciferase reporter assay and chromatin immunoprecipitation assay were used to study the expression regulation of ITGA1, and found that E2F1 directly upregulates ITGA1 expression and d-ICD inhibits E2F1 expression. Taken together, these results reveal that d-ICD inhibits HCC cell migration and invasion may partly by downregulating E2F1/ITGA1 expression.
Antitumor activity of P-4055 (elaidic acid-cytarabine) compared to cytarabine in metastatic and s.c. human tumor xenograft models.

The antineoplastic efficacy of P-4055, a 5'-elaidic acid (C18:1, unsaturated fatty acid) ester of cytarabine, a nucleoside antimetabolite frequently used in the treatment of hematological malignancies, was examined in several in vivo models for human cancer. In initial dose-finding studies in nude mice, the efficacy of P-4055 was highest when using schedules with repeated daily doses. In a Raji Burkitt's lymphoma leptomeningeal carcinomatosis model in nude rats, the control cytarabine- and saline-treated animals (five in each group) had a mean survival time of 13.2 days, whereas treatment with P-4055 resulted in three of five long-time survivors (>70 days). In a systemic Raji leukemia model in nude mice, 8 of 10 of the P-4055-treated animals survived (>80 days), compared with none of the cytarabine-treated animals (mean survival time, 34.2 days). In s.c. xenograft models, the effects of maximum tolerated doses of P-4055 and cytarabine, given in four weekly cycles of daily bolus i.v. injections for 5 subsequent days, against seven tumors (three melanomas, one lung adenocarcinoma, one breast cancer, and two osteogenic sarcomas) were investigated. P-4055 induced partial or complete tumor regression of the lung carcinoma, as well as of all three malignant melanomas. In two of the melanomas the activity was highly superior to that of cytarabine, and both P-4055 and cytarabine were, in general, more effective than several clinically established drugs previously tested in the same tumor models. In in vitro studies, inhibitors of nucleoside carrier-dependent transport, nitrobenzylmercaptopurine riboside and dipyridamol, reduced strongly the cellular sensitivity to cytarabine, but not to P-4055, indicating that P-4055 uses an alternative/additional mechanism of internalization into the cell compared with cytarabine. The results explain, at least in part, the observed differences between the two compounds in in vivo efficacy, and together the data strongly support the evaluation of P-4055 in clinical studies.
The Effect of Spousal Bereavement on Cognitive Functioning in a Sample of Older Adults

ABSTRACT Objective: This study examined the association between bereavement and cross-sectional differences in cognitive performance in a sample of older adults. Methods: Secondary cross-sectional data analysis was conducted on 211 participants from the MacArthur Battery dataset. Participants completed several cognitive tasks 6-months post-loss. Results: Hierarchical multiple regression results suggested that bereavement status was not associated with cognitive performance. However, the effect of bereavement on memory (immediate and delayed story recall) performance was moderated by age and gender where the younger participants and men who were bereaved performed worse compared to their non-bereaved counterparts. Discussion: Our results support the finding that bereavement is associated with poorer memory performance within certain subgroups (i.e., men and younger participants). We discuss findings in light of theories of stress and cognitive aging.
Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency

Modern machine learning (ML) systems demand substantial training data, often resorting to external sources. Nevertheless, this practice renders them vulnerable to backdoor poisoning attacks. Prior backdoor defense strategies have primarily focused on the identification of backdoored models or poisoned data characteristics, typically operating under the assumption of access to clean data. In this work, we delve into a relatively underexplored challenge: the automatic identification of backdoor data within a poisoned dataset, all under realistic conditions, i.e., without the need for additional clean data or without manually defining a threshold for backdoor detection. We draw an inspiration from the scaled prediction consistency (SPC) technique, which exploits the prediction invariance of poisoned data to an input scaling factor. Based on this, we pose the backdoor data identification problem as a hierarchical data splitting optimization problem, leveraging a novel SPC-based loss function as the primary optimization objective. Our innovation unfolds in several key aspects. First, we revisit the vanilla SPC method, unveiling its limitations in addressing the proposed backdoor identification problem. Subsequently, we develop a bi-level optimization-based approach to precisely identify backdoor data by minimizing the advanced SPC loss. Finally, we demonstrate the efficacy of our proposal against a spectrum of backdoor attacks, encompassing basic label-corrupted attacks as well as more sophisticated clean-label attacks, evaluated across various benchmark datasets. Experiment results show that our approach often surpasses the performance of current baselines in identifying backdoor data points, resulting in about 4%-36% improvement in average AUROC. Codes are available at https://github.com/OPTML-Group/BackdoorMSPC.
Paleogeography of Early Paleozoic Laurentia and Meguma, Avalonia terranes via paleomagnetism and faunal review

Paleomagnetic assessment of 821 Cambrian to Silurian-aged rock specimens of igneous and sedimentary origin was used as a means to provide insight on the ancient geographies of the region in which these rocks are currently found. The Earth’s magnetic field direction can be recorded at the time of rock formation and/or at a later significant event by magnetic minerals, allowing these signatures to be used to track the past motions of the continents. Stepwise demagnetization of the Port au Port, St. George and Table Head Groups in western Newfoundland, and the Mavillette gabbro (426 +/2 Ma, U-Pb baddeleyite) of southwestern Nova Scotia has revealed an overprint magnetization (D=161o, I=4o; D=155o, I=8o) that was acquired when Laurentia and the accreted Meguma terrane were near the equator during the Mid-to-Late Paleozoic. The effects of the Alleghenian orogeny may have been responsible for a significant overprint event during the Carboniferous that resulted in remagnetization of these rocks.