4,240 research outputs found
Au nanostructured surfaces for electrochemical and localized surface plasmon resonance-based monitoring of α-synuclein-small molecule interactions.
In this proof-of-concept study, the fabrication of novel Au nanostructured indium tin oxide (Au-ITO) surfaces is described for the development of a dual-detection platform with electrochemical and localized surface plasmon resonance (LSPR)-based biosensing capabilities. Nanosphere lithography (NSL) was applied to fabricate Au-ITO surfaces. Oligomers of α-synuclein (αS) were covalently immobilized to determine the electrochemical and LSPR characteristics of the protein. Cyclic voltammetry (CV) and differential pulse voltammetry (DPV) were performed using the redox probe [Fe(CN)6](3-/4-) to detect the binding of Cu(II) ions and (-)-epigallocatechin-3-gallate (EGCG) to αS on the Au-ITO surface. Electrochemical and LSPR data were complemented by Thioflavin-T (ThT) fluorescence, surface plasmon resonance imaging (SPRi), and transmission electron microscopy (TEM) studies. EGCG was shown to induce the formation of amorphous aggregates that decreased the electrochemical signals. However, the binding of EGCG with αS increased the LSPR absorption band with a bathochromic shift of 10-15 nm. The binding of Cu(II) to αS enhanced the DPV peak current intensity. NSL fabricated Au-ITO surfaces provide a promising dual-detection platform to monitor the interaction of small molecules with proteins using electrochemistry and LSPR
A Phase II Study of Concurrent Docetaxel, Epirubicin and Cyclophosphamide as a Neoadjuvant Chemotherapy Regimen in Patients with Locally Advanced Breast Cancer
Background: Neoadjuvant chemotherapy with concurrent docetaxel, doxorubicin and cyclophosphamide is commonly used for patients with locally advanced breast cancer. Epirubicin is another anthracycline used in breast cancer but the concurrent use of epirubicin and taxane is not well-established. We conducted a single institution, phase II study to assess the efficacy and safety of concurrent docetaxel, epirubicin and cyclophosphamide (TEC) as a neoadjuvant chemotherapy regimen in breast cancer. Methods: Patients with newly diagnosed locally advanced breast cancer defined as T2 >3 cm, T3, T4 with any N, or any T with N1-3 were eligible. A chemotherapy regimen of docetaxel 75mg/m2, epirubicin 75mg/m2 and cyclophosphamide 600mg/m2 was given with filgrastim support every 3 weeks for 6 cycles. The primary end-point was pathologic complete response rate. Results: Twenty patients were enrolled from 2003 to 2006. The median age was 51 (29-70) year-old. Eight patients were premenopausal. Ten patients had positive hormone receptors. Four patients had HER2 positive receptor. Nineteen patients completed six cycles of TEC chemotherapy. The pathologic complete response rate was 25%. Eight of sixteen patients with N1-3 disease had pathological negative lymph nodes. With a median follow up of 57.5 (16-71) months, four patients relapsed including one death from recurrence. The estimated 5 year relapse-free survival was 79.3% and the 5-year overall survival was 94.7%. No patient had cardiac failure or death during treatment. The most common grade 3-4 toxicity was neutropenia (35%). Conclusion: TEC regimen is a well- tolerated and effective neoadjuvant chemotherapy regimen for locally advanced breast cancer that results in a pathologic complete response rate of 25%
What Makes Good In-context Demonstrations for Code Intelligence Tasks with LLMs?
Pre-trained models of source code have gained widespread popularity in many
code intelligence tasks. Recently, with the scaling of the model and corpus
size, large language models have shown the ability of in-context learning
(ICL). ICL employs task instructions and a few examples as demonstrations, and
then inputs the demonstrations to the language models for making predictions.
This new learning paradigm is training-free and has shown impressive
performance in various natural language processing and code intelligence tasks.
However, the performance of ICL heavily relies on the quality of
demonstrations, e.g., the selected examples. It is important to systematically
investigate how to construct a good demonstration for code-related tasks. In
this paper, we empirically explore the impact of three key factors on the
performance of ICL in code intelligence tasks: the selection, order, and number
of demonstration examples. We conduct extensive experiments on three code
intelligence tasks including code summarization, bug fixing, and program
synthesis. Our experimental results demonstrate that all the above three
factors dramatically impact the performance of ICL in code intelligence tasks.
Additionally, we summarize our findings and provide takeaway suggestions on how
to construct effective demonstrations, taking into account these three
perspectives. We also show that a carefully-designed demonstration based on our
findings can lead to substantial improvements over widely-used demonstration
construction methods, e.g., improving BLEU-4, EM, and EM by at least 9.90%,
175.96%, and 50.81% on code summarization, bug fixing, and program synthesis,
respectivelyComment: This paper is accepted by ASE 202
Mapping two neurosteroid-modulatory sites in the prototypic pentameric ligand-gated ion channel GLIC
Otopetrin 1 protects mice from obesity-associated metabolic dysfunction through attenuating adipose tissue inflammation.
Chronic low-grade inflammation is emerging as a pathogenic link between obesity and metabolic disease. Persistent immune activation in white adipose tissue (WAT) impairs insulin sensitivity and systemic metabolism, in part, through the actions of proinflammatory cytokines. Whether obesity engages an adaptive mechanism to counteract chronic inflammation in adipose tissues has not been elucidated. Here we identified otopetrin 1 (Otop1) as a component of a counterinflammatory pathway that is induced in WAT during obesity. Otop1 expression is markedly increased in obese mouse WAT and is stimulated by tumor necrosis factor-α in cultured adipocytes. Otop1 mutant mice respond to high-fat diet with pronounced insulin resistance and hepatic steatosis, accompanied by augmented adipose tissue inflammation. Otop1 attenuates interferon-γ (IFN-γ) signaling in adipocytes through selective downregulation of the transcription factor STAT1. Using a tagged vector, we found that Otop1 physically interacts with endogenous STAT1. Thus, Otop1 defines a unique target of cytokine signaling that attenuates obesity-induced adipose tissue inflammation and plays an adaptive role in maintaining metabolic homeostasis in obesity
White, Man, and Highly Followed: Gender and Race Inequalities in Twitter
Social media is considered a democratic space in which people connect and
interact with each other regardless of their gender, race, or any other
demographic factor. Despite numerous efforts that explore demographic factors
in social media, it is still unclear whether social media perpetuates old
inequalities from the offline world. In this paper, we attempt to identify
gender and race of Twitter users located in U.S. using advanced image
processing algorithms from Face++. Then, we investigate how different
demographic groups (i.e. male/female, Asian/Black/White) connect with other. We
quantify to what extent one group follow and interact with each other and the
extent to which these connections and interactions reflect in inequalities in
Twitter. Our analysis shows that users identified as White and male tend to
attain higher positions in Twitter, in terms of the number of followers and
number of times in user's lists. We hope our effort can stimulate the
development of new theories of demographic information in the online space.Comment: In Proceedings of the IEEE/WIC/ACM International Conference on Web
Intelligence (WI'17). Leipzig, Germany. August 201
Impaired insulin secretion of aging: Role of renal failure and hyperparathyroidism
Impaired insulin secretion of aging: Role of renal failure and hyperparathyroidism. Available data indicate that insulin secretion is impaired with aging. Almost all the studies that examined insulin secretion by old animals did not take into consideration the state of renal function or the blood levels of parathyroid hormone (PTH). Old animals may have chronic renal failure (CRF) and secondary hyperparathyroidism, and both of these conditions impair insulin secretion. It is possible, therefore, that the impaired insulin secretion of aging is not due to old age per se, but rather to associated CRF and excess PTH. The present study examined this issue in adult (6 month old) and senescent rats (2 years old) with and without CRF and excess PTH. Senescent rats without CRF had normal renal function and normal blood levels of PTH, and the values were not different from those observed in adult rats. Creatinine clearance in senescent rats with CRF was significantly (P < 0.01) lower and serum levels of PTH were significantly (P < 0.01) higher than in senescent animals without CRF and than in the adult rats as well. Only the senescent rats with CRF displayed glucose intolerance during intravenous glucose tolerance test. For any given level of blood glucose, plasma insulin levels were lower in senescent rats with CRF than in the adult rat or senescent animals without CRF. Both initial phase (139 ± 45 pg/islet · 8 min) and total (808 ± 216 pg/islet · 33 min) insulin secretion from pancreatic islets of the senescent rats with CRF and excess PTH were significantly lower than those in senescent rats with normal renal function (658 ± 117 pg/islet · 8 min and 3294 ± 290 pg/islet · 33 min, respectively) or in adult rats (710 ± 134 pg/islet · 8 min and 3183 ± 366 pg/islet · 33 min, respectively). There were no significant differences in insulin secretion between the adult rats and the senescent ones with normal renal function. The data demonstrate that the impaired insulin secretion by the pancreatic islets in old rats is not necessarily related to the higher age per se, but is due to the associated CRF and secondary hyperparathyroidism that develops in many, but not all old animals. Our results indicate that studies examining the effect of aging on body function should take into consideration the level of renal function and of the serum PTH, since both CRF and excess PTH adversely affect the functional integrity of many organs
Two-body Cabibbo-suppressed Decays of Charmed Baryons into Vector Mesons and into Photons
The heavy quark effective theory and the factorization approximation are used
to treat the Cabibbo-suppressed decays of charmed baryons to vector mesons,
,
and . The input from two recent experimental results on
decays allows the estimation of the branching ratios for these modes, which
turn out to be between and . The long distance contribution
of these transitions via vector meson dominance to the radiative weak processes
, and
leads to quite small branching ratios,
; the larger value holds if a sum rule between the coupling
constants of the vector mesons is broken.Comment: 11 pages, latex, no figure
Carboxypeptidase 4 gene variants and early-onset intermediate-to-high risk prostate cancer
<p>Abstract</p> <p>Background</p> <p>Carboxypeptidase 4 <it>(CPA4) </it>is a zinc-dependent metallocarboxypeptidase on chromosome 7q32 in a region linked to prostate cancer aggressiveness. CPA4 is involved in the histone hyperacetylation pathway and may modulate the function of peptides that affect the growth and regulation of prostate epithelial cells. We examined the association between genetic variation in <it>CPA4 </it>and intermediate-to-high risk prostate cancer.</p> <p>Methods</p> <p>We studied 1012 men (506 cases and 506 controls) from Cleveland, Ohio. All cases had Gleason ≥ 7, clinical stage ≥ T2c, or PSA ≥ 10 ng/mL at diagnosis. Six <it>CPA4 </it>single-nucleotide polymorphisms were genotyped, and evaluated for their relation to prostate cancer. We also evaluated whether CPA4 variants influence risk of disease among men diagnosed at an earlier age (< 66 years).</p> <p>Results</p> <p>The nonsynonymous coding SNP (rs2171492, Cys303Gly) in <it>CPA4 </it>was associated with an increased risk of aggressive prostate cancer among younger patients (< 66 years). Specifically, men carrying the TT genotype had an approximately two-fold increased risk for being diagnosed with intermediate-to-high risk disease (Odds Ratio = 1.83, p = 0.04). In the overall population (all ages) none of the <it>CPA4 </it>SNPs demonstrated a statistically significant association with prostate cancer.</p> <p>Conclusion</p> <p>Coding variation in <it>CPA4 </it>may confer increased risk of intermediate-to-high risk prostate cancer among younger patients. Further work is needed to identify the functional aspects of this variation and understand its biological effects on prostate cancer. Such work may translate into more precise screening of higher risk individuals as well as guiding clinicians and patients toward earlier and more definitive treatment modalities in patients genetically identified as higher risk.</p
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