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1.
Adv Mater ; : e2403111, 2024 Jun 27.
Article in English | MEDLINE | ID: mdl-38934213

ABSTRACT

Bioelectronics is an exciting field that bridges the gap between physiological activities and external electronic devices, striving for high resolution, high conformability, scalability, and ease of integration. One crucial component in bioelectronics is bioelectrodes, designed to convert neural activity into electronic signals or vice versa. Previously reported bioelectrodes have struggled to meet several essential requirements simultaneously: high-fidelity signal transduction, high charge injection capability, strain resistance, and multifunctionality. This work introduces a novel strategy for fabricating superior bioelectrodes by merging multiple charge-transfer processes. The resulting bioelectrodes offer accurate ion-to-electron transduction for capturing electrophysiological signals, dependable charge injection capability for neuromodulation, consistent electrode potential for artifact rejection and biomolecule sensing, and high transparency for seamless integration with optoelectronics. Furthermore, the bioelectrode can be designed to be strain-insensitive by isolating signal transduction from electron transportation. The innovative concept presented in this work holds great promise for extending to other electrode materials and paves the way for the advancement of multimodal bioelectronics.

2.
Cancer Cell ; 42(7): 1239-1257.e7, 2024 Jul 08.
Article in English | MEDLINE | ID: mdl-38942025

ABSTRACT

Global investigation of medulloblastoma has been hindered by the widespread inaccessibility of molecular subgroup testing and paucity of data. To bridge this gap, we established an international molecularly characterized database encompassing 934 medulloblastoma patients from thirteen centers across China and the United States. We demonstrate how image-based machine learning strategies have the potential to create an alternative pathway for non-invasive, presurgical, and low-cost molecular subgroup prediction in the clinical management of medulloblastoma. Our robust validation strategies-including cross-validation, external validation, and consecutive validation-demonstrate the model's efficacy as a generalizable molecular diagnosis classifier. The detailed analysis of MRI characteristics replenishes the understanding of medulloblastoma through a nuanced radiographic lens. Additionally, comparisons between East Asia and North America subsets highlight critical management implications. We made this comprehensive dataset, which includes MRI signatures, clinicopathological features, treatment variables, and survival data, publicly available to advance global medulloblastoma research.


Subject(s)
Cerebellar Neoplasms , Magnetic Resonance Imaging , Medulloblastoma , Medulloblastoma/genetics , Medulloblastoma/diagnostic imaging , Medulloblastoma/pathology , Humans , Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/diagnostic imaging , Cerebellar Neoplasms/pathology , Magnetic Resonance Imaging/methods , Child , Female , Male , Adolescent , Artificial Intelligence , Child, Preschool , China , Young Adult , United States , Adult , Prognosis , Infant , Machine Learning
3.
Molecules ; 28(7)2023 Apr 06.
Article in English | MEDLINE | ID: mdl-37050045

ABSTRACT

A series of aggregation-induced emission (AIE)-featured phenylmethylene pyridineacetonitrile derivatives named o-DBCNPy ((Z)-3-(4-(di-p-tolylamino)phenyl)-2-(pyridin-2-yl)acrylonitrile), m-DBCNPy ((Z)-3-(4-(di-p-tolylamino)phenyl)-2-(pyridin-3-yl)acrylonitrile), and p-DBCNPy ((Z)-3-(4-(di-p-tolylamino)phenyl)-2-(pyridin-4-yl)acrylonitrile) have been synthesized by tuning the substitution position of the pyridine ring. The linkage manner of the pyridine ring had influences on the molecular configuration and conjugation, thus leading to different photophysical properties. The absorption and fluorescence emission peak showed a bathochromic shift when the linking position of the pyridine ring changed from the meta to the ortho and para position. Meanwhile, o-DBCNPy exhibited the highest fluorescence quantum yield of 0.81 and the longest fluorescence lifetime of 7.96 ns as a neat film among all three isomers. Moreover, non-doped organic light-emitting diodes (OLEDs) were assembled in which the molecules acted as the light-emitting layer. Due to the relatively prominent emission properties, the electroluminescence (EL) performance of the o-DBCNPy-based OLED was superior to those of the devices based on the other two isomers with an external quantum efficiency (EQE) of 4.31%. The results indicate that delicate molecular modulation of AIE molecules could endow them with improved photophysical properties, making them potential candidates for organic photoelectronic devices.

4.
Infect Dis Poverty ; 9(1): 135, 2020 Sep 29.
Article in English | MEDLINE | ID: mdl-32993762

ABSTRACT

BACKGROUND: As more and more countries approaching the goal of malaria elimination, malaria rapid diagnostic tests (RDT) was recomendated to be a diagnostic strategy to achieve and maintain the statute of malaria free, as it's less requirments on equipment and experitise than microscopic examination. But there are very few economic evaluations to confirm whether RDT was cost-effective in the setting of malaria elimination. This research aimed to offer evidence for helping decision making on malaria diagnosis strategy. METHODS: A cost-effectiveness analysis was conducted to compare RDT with microscopy examination for malaria diagnosis, by using a decision tree model. There were three strategies of malaria diagnostic testing evaluated in the model, 1) microscopy, 2) RDT, 3) RDT followed by microscopy. The effect indicator was defined as the number of malaria cases treated appropriately. Based on the joint perspective of health sector and patient, costs data were collected from hospital information systems, key informant interviews, and patient surveys. Data collection was conducted in Jiangsu from September 2018 to January 2019. Epidemiological data were obtained from local malaria surveillance reports. A hypothetical cohort of 300 000 febrile patients were simulated to calculate the total cost and effect of each strategy. One-way, two-way, and probabilistic sensitivity analysis were performed to test the robustness of the result. RESULTS: The results showed that RDT strategy was the most effective (245 cases) but also the most costly (United States Dollar [USD] 4.47 million) compared to using microscopy alone (238 cases, USD 3.63 million), and RDT followed by microscopy (221 cases, USD 2.75 million). There was no strategy dominated. One-way sensitivity analysis reflected that the result was sensitive to the change in labor cost and two-way sensitivity analysis indicated that the result was not sensitive to the proportion of falciparum malaria. The result of Monte Carlo simulation showed that RDT strategy had higher effects and higher cost than other strategies with a high probability. CONCLUSIONS: Compared to microscopy and RDT followed by microscopy, RDT strategy had higher effects and higher cost in the setting of malaria elimination.


Subject(s)
Diagnostic Tests, Routine/economics , Malaria/diagnosis , Plasmodium/isolation & purification , Cost-Benefit Analysis , Decision Making , Evidence-Based Medicine , Female , Humans , Male , Microscopy , Monte Carlo Method , Plasmodium/classification , Plasmodium/ultrastructure , Sensitivity and Specificity
5.
Infect Dis Poverty ; 9(1): 84, 2020 Jul 08.
Article in English | MEDLINE | ID: mdl-32641123

ABSTRACT

BACKGROUND: It was recommended that malaria rapid diagnostic tests (RDTs) should be available in all epidemiological situations. But evidence was limited on the implementation of RDTs and its effectiveness in malaria elimination settings. This study examined the implementation of RDTs and how it affected the diagnosis of imported malaria patients in Jiangsu Province, China. METHODS: To scale up RDTs, this study developed an intervention package with four major elements covering the supply of RDT test, the training on RDTs, the monitoring and management of RDT use, and the advocacy of RDTs. By using a pretest-posttest control group design, we implemented the interventions in 4 cities in Jiangsu Province with the rest nine cities as controlled areas, from January 2017 to January 2018. Difference-in-Difference approach was used to evaluate the impact of the scale-up of RDTs on the identification of malaria cases. Three binary outcome measures were included to indicate delayed malaria diagnosis, malaria cases with confirmed malaria diagnosis at township-level institutions, and severe malaria cases, respectively. Linear probability regression was performed with time and group fixed effects and the interaction term between time and group. RESULTS: Intervention areas received sufficient RDT test supply, regular professional training programs, monthly tracking and management of RDT supply and use, and health education to targeted population. The implementation of interventions was associated with 10.8% (P = 0.021) fewer patients with delayed diagnosis. But intervention areas did not see a higher likelihood of having confirmed diagnosis from township-level institutions (coefficient = -0.038, P = 0.185) or reduced severe malaria cases (coef. = 0.040, P = 0.592). CONCLUSIONS: The comprehensive package of RDT implementation in this study is promising in scaling up RDT use and improving access to care among malaria patients, especially in malaria elimination settings.


Subject(s)
Communicable Diseases, Imported/diagnosis , Diagnostic Tests, Routine/statistics & numerical data , Malaria/diagnosis , China , Humans
6.
Article in English | MEDLINE | ID: mdl-31022966

ABSTRACT

Objectives: To qualitatively compare the influence of different ownership which is considered as a kind of institutional environment in public hospitals, private hospitals, and mixed-ownership hospitals on hospital governance structure and organizational behavior. Design: Qualitative descriptive study, using semi-structured, in-depth interviews and thematic template analysis, theoretically informed by critical realism. Participants: 27 key informants including national policymakers in charge of the health sector, influential researchers, local administrators responsible for implementing policies, and hospital managers who are experienced in institutional change. Results: Hospital ownership has a significant influence on hospitals in terms of decision-making power allocation, residual ownership allocation, market entry level, accountability, and social functions. These five aspects in hospital organizational structure incentivize hospitals to adapt to the internal and external environment of the hospital organization-such as market environment, governance, and financing arrangements-affect the behavior of the hospital organization, and ultimately affect the efficiency of hospital operation and quality of service. The incentives under the public system are relatively distorted. Private hospitals have poor performance in failing their social functions due to their insufficient development ability. Compared to them, mixed ownership hospitals have a better performance in terms of incentive mechanism and organizational development. Conclusion: Public hospitals should improve the governance environment and decision-making structure, so as to balance their implementation of social functions and achieve favorable organizational development. For private hospitals, in addition to the optimization of the policy environment, attempts should be made to strengthen their supervision. The development of mixed-ownership hospitals should be oriented towards socialized governance.


Subject(s)
Hospital Administration , Hospitals, Private/organization & administration , Hospitals, Public/organization & administration , Ownership , China , Decision Making , Humans , Qualitative Research
7.
Infect Dis Poverty ; 8(1): 104, 2019 Dec 30.
Article in English | MEDLINE | ID: mdl-31888731

ABSTRACT

BACKGROUND: Rapid diagnostic tests (RDT) can effectively manage malaria cases and reduce excess costs brought by misdiagnosis. However, few studies have evaluated the economic value of this technology. The purpose of this study is to systematically review the economic value of RDT in malaria diagnosis. MAIN TEXT: A detailed search strategy was developed to identify published economic evaluations that provide evidence regarding the cost-effectiveness of malaria RDT. Electronic databases including MEDLINE, EMBASE, Biosis Previews, Web of Science and Cochrane Library were searched from Jan 2007 to July 2018. Two researchers screened studies independently based on pre-specified inclusion and exclusion criteria. The Consolidated Health Economic Evaluation Reporting Standards (CHEERS) checklist was applied to evaluate the quality of the studies. Then cost and effectiveness data were extracted and summarized in a narrative way. Fifteen economic evaluations of RDT compared to other diagnostic methods were identified. The overall quality of studies varied greatly but most of them were scored to be of high or moderate quality. Ten of the fifteen studies reported that RDT was likely to be a cost-effective approach compared to its comparisons, but the results could be influenced by the alternatives, study perspectives, malaria prevalence, and the types of RDT. CONCLUSIONS: Based on available evidence, RDT had the potential to be more cost-effective than either microscopy or presumptive diagnosis. Further research is also required to draw a more robust conclusion.


Subject(s)
Cost-Benefit Analysis , Diagnostic Tests, Routine/economics , Malaria/diagnosis , Humans
8.
Prenat Diagn ; 37(9): 864-873, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28686807

ABSTRACT

OBJECTIVES: To systematically review clinical validation studies of massive parallel sequencing (MPS) technology in prenatal screening for trisomy 21 and to explore the potential implementation strategies in China compared with those in developing countries. METHODS: Searches of the Cochrane Library, Medline, EMBASE, Web of Science, Biosis Previews, and three major Chinese databases were performed to identify all the peer-reviewed articles published between 1 January 2011 and 15 October 2016. We also reviewed and discussed the potential challenges and risks in the future promotion of MPS technology in China compared with those in developing countries. RESULTS: The weighted pooled sensitivity and specificity of MPS technology for the prenatal detection of trisomy 21 were 99.7% (95% CI 98.3-99.9%) and 100.0% (95% CI 99.9-100.0%), respectively, based on a meta-analysis of 44 included studies. An additional meta-analysis was conducted based on the 25 included studies that were performed in medical/genetic sequencing institutions in mainland China, showing a weighted pooled sensitivity and specificity of MPS technology as 99.5% (95% CI 98.7-99.8%) and 100% (95% CI 99.9-100%), respectively. CONCLUSION: MPS technology offers effective screening performance for trisomy 21 but should be cautiously promoted due to its clinical limitations and challenges that stem from the ethics and business aspects. © 2017 John Wiley & Sons, Ltd.


Subject(s)
DNA/analysis , Down Syndrome/diagnosis , Down Syndrome/genetics , Prenatal Diagnosis/methods , China , Female , High-Throughput Nucleotide Sequencing , Humans , Peer Review , Pregnancy , Sensitivity and Specificity , Sequence Analysis, DNA/methods
9.
Article in English | MEDLINE | ID: mdl-27338435

ABSTRACT

It is not clear whether between-country health inequity in Sub-Saharan Africa has been reduced over time due to economic development and increased foreign investments. We used the World Health Organization's data about 46 nations in Sub-Saharan Africa to test if under-5 mortality rate (U5MR) and life expectancy (LE) converged or diverged from 1990 to 2011. We explored whether the standard deviation of selected health indicators decreased over time (i.e., sigma convergence), and whether the less developed countries moved toward the average level in the group (i.e., beta convergence). The variation of U5MR between countries became smaller from 1990 to 2001. Yet this sigma convergence trend did not continue after 2002. Life expectancy in Africa from 1990-2011 demonstrated a consistent convergence trend, even after controlling for initial differences of country-level factors. The lack of consistent convergence in U5MR partially resulted from the fact that countries with higher U5MR in 1990 eventually performed better than those countries with lower U5MRs in 1990, constituting a reversal in between-country health inequity. Thus, international aid agencies might consider to reassess the funding priority about which countries to invest in, especially in the field of early childhood health.


Subject(s)
Health Equity/history , Health Equity/trends , Life Expectancy/history , Life Expectancy/trends , Mortality/history , Mortality/trends , Africa South of the Sahara , Child, Preschool , Developing Countries/history , Developing Countries/statistics & numerical data , Forecasting , Health Equity/statistics & numerical data , History, 20th Century , History, 21st Century , Humans , Models, Theoretical
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