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High-throughput screening of CO_(2) cycloaddition MOF catalyst with an explainable machine learning model
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作者 xuefeng bai Yi Li +3 位作者 Yabo Xie Qiancheng Chen Xin Zhang Jian-Rong Li 《Green Energy & Environment》 SCIE EI CAS 2025年第1期132-138,共7页
The high porosity and tunable chemical functionality of metal-organic frameworks(MOFs)make it a promising catalyst design platform.High-throughput screening of catalytic performance is feasible since the large MOF str... The high porosity and tunable chemical functionality of metal-organic frameworks(MOFs)make it a promising catalyst design platform.High-throughput screening of catalytic performance is feasible since the large MOF structure database is available.In this study,we report a machine learning model for high-throughput screening of MOF catalysts for the CO_(2) cycloaddition reaction.The descriptors for model training were judiciously chosen according to the reaction mechanism,which leads to high accuracy up to 97%for the 75%quantile of the training set as the classification criterion.The feature contribution was further evaluated with SHAP and PDP analysis to provide a certain physical understanding.12,415 hypothetical MOF structures and 100 reported MOFs were evaluated under 100℃ and 1 bar within one day using the model,and 239 potentially efficient catalysts were discovered.Among them,MOF-76(Y)achieved the top performance experimentally among reported MOFs,in good agreement with the prediction. 展开更多
关键词 Metal-organic frameworks High-throughput screening Machine learning Explainable model CO_(2)cycloaddition
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中国为什么可以实现陆相“页岩油革命”? 被引量:14
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作者 邹才能 杨智 +10 位作者 李国欣 李建忠 刘显阳 唐勇 江涛 杨雨 白雪峰 潘松圻 卢明辉 雷征东 才博 《地球科学》 EI CAS CSCD 北大核心 2022年第10期3860-3863,共4页
陆相页岩油是保障国家石油供应安全和提升工业创新水平的战略接替资源.中国是陆相石油资源大国,占陆上石油资源总量的90%;也是陆相石油生产大国,陆相石油产量约占石油总产量的93%(贾承造等,2018;杨智和邹才能,2019).中国源岩层系发育多... 陆相页岩油是保障国家石油供应安全和提升工业创新水平的战略接替资源.中国是陆相石油资源大国,占陆上石油资源总量的90%;也是陆相石油生产大国,陆相石油产量约占石油总产量的93%(贾承造等,2018;杨智和邹才能,2019).中国源岩层系发育多种类型非常规油气资源(图1),其中陆相页岩油是中国陆上未来剩余石油资源的主要接替领域.确立中国特色陆相页岩油理论技术攻关的科学问题,有利于推动实现中国陆相页岩油革命和石油工业持续发展.目前,中高成熟度页岩油在松辽、鄂尔多斯、渤海湾、准噶尔、四川等盆地已实现工业性突破与发展,中低成熟度页岩油已经开展大量前期基础理论与技术储备攻关,即将在鄂尔多斯、松辽等盆地进行工业性试验。 展开更多
关键词 陆相页岩油 非常规油气资源 石油资源 陆上石油 石油产量 石油总产量 资源总量 鄂尔多斯
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Aromatization over nanosized Ga-containing ZSM-5 zeolites prepared by different methods:Effect of acidity of active Ga species on the catalytic performance 被引量:10
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作者 Yujun Fang Xiaofang Su +4 位作者 xuefeng bai Wei Wu Gaoliang Wang Linfei Xiao Anran Yu 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2017年第4期768-775,共8页
Nanosized Ga-containing ZSM-5 zeolites were prepared via isomorphous substitution and impregnation followed by characterized using various techniques. The catalytic performance of the zeolites for the aromatization of... Nanosized Ga-containing ZSM-5 zeolites were prepared via isomorphous substitution and impregnation followed by characterized using various techniques. The catalytic performance of the zeolites for the aromatization of 1-hexene was investigated. The results indicate that isomorphous substitution promotes the incorporation of Ga heteroatoms into the framework along with the formation of extra-framework GaO;species([GaO;]a) that have stronger interactions with the negative potential of the framework. In addition, based on the Py-IR results and catalytic performance, the [GaO;]aspecies with stronger Lewis acid sites produced a better synergism with moderate Br?nsted acid sites and thus improved the selectivity to aromatic compounds. However, the impregnation results in the formation of Ga;O;phase and small amounts of GaO;species that are mainly located on the external surface([GaO;];), which contribute to weaker Lewis acid sites due to weaker interactions with the zeolite framework. During 1-hexene aromatization, the nanosized Ga isomorphously substituted ZSM-5 zeolite samples(Gax-NZ5) exhibited better catalytic performance compared to the impregnated samples, and the highest aromatic yield(i.e.,65.4 wt%) was achieved over the Ga4.2-NZ5 sample, which contained with the highest Ga content. 展开更多
关键词 Nanosized ZSM-5 zeolite Isomorphous substitution IMPREGNATION Active gallium species AROMATIZATION
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Cold hardiness estimation of Pinus densiflora var. zhangwuensis based on changes in ionic leakage, chlorophyll fluorescence and other physiological activities under cold stress 被引量:8
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作者 Peng Meng xuefeng bai +2 位作者 Hongdan Li Xiaodong Song Xueli Zhang 《Journal of Forestry Research》 SCIE CAS CSCD 2015年第3期641-649,共9页
Pinus densiflora var. zhangwuensis grows fast, and its drought and salinity resistance are better than Pinus sylvestris var. mongolica. We compared cold hardiness and mechanisms of cold hardiness between the two speci... Pinus densiflora var. zhangwuensis grows fast, and its drought and salinity resistance are better than Pinus sylvestris var. mongolica. We compared cold hardiness and mechanisms of cold hardiness between the two species, to provide a theoretical basis for promoting and applying P. densiflora var. zhangwuensis in cold regions. A cold stress experiment was carried out on 3-year-old plantlets of P. densiflora var. zhangwuensis and P. sylvestris var. mon- golica after hardening at five temperature regimes, 5, -10, -20, -40, and -60 ℃, respectively. Some indices of needle samples for both species were measured, such as relative conductivity (REL), maximum photochemical efficiency (Fv/Fm), malondialdehyde (MDA), catalase (CAT), proline (Pro), soluble sugar (SS), and stomata density. REL and MDA values of both species after hard- ening had the same trend of increasing, but the trend was opposite in Fv/Fm value with increasing cold stress. Com- pared with P. sylvestris var. mongolica, the P. densiflora var. zhangwuensis had smaller increases in REL and MDA, and a smaller decline in Fv/Fm during cold stress. Com- pared to the control, REL growth of P. densiflora var. zhangwuensis and P. sylvestris var. mongolica at -60 ℃were 0.41 and 0.60, and MDA growth was 29.94 mol g-1 FW and 47.80 mol g-1 FW, and Fv/Fm declines were 0.08 and 0.27. Half-lethal temperatures (LT50) calculated by logistic equation for P. densiflora var. zhangwuensis and P. sylvestris var. mongolica were -58.23 and -50.34 ℃, respectively. These data suggest that cold resistance of P. densiflora var. zhangwuensis is stronger than that of P. sylvestris var. mongolica. Cold-resistance mechanisms of the two species differed. In response to cold stress, P. sylvestris var. mongolica had strong osmotic adjustment ability because of higher Pro and SS content, while P. densiflora var. zhangwuensis had strong antioxidant ability due to stronger CAT activity. Stomata density and diameter of P. densiflora var. zhangwuensis were smaller, as were single leaf area and number of leaves per plant, both characteristics promoting survival in a cold environment. Greater shoot height and total biomass of seedlings of P. densiflora var. zhangwuensis might be another reason for its stronger cold tolerance. 展开更多
关键词 Antioxidant ability Maximumphotochemical efficiency Osmotic adjustment Pinusdensiflora vat. zhangwuensis P. sylvestris var. mongolicaRelative conductivity
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Gastrointestinal toxicities associated with immune checkpoint inhibitors: a disproportionality analysis leveraging VigiBase,the WHO Adverse Drug Reaction Database 被引量:4
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作者 Sifu HUANG xuefeng bai +3 位作者 Taiyong FANG Yanta GUO Kainan ZHENG Xiahong LIN 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2021年第2期156-164,共9页
With the improvement of people's living standards, gastrointestinal adverse reactions caused by various adverse factors have attracted more and more people's attention. A recent study has indicated that corona... With the improvement of people's living standards, gastrointestinal adverse reactions caused by various adverse factors have attracted more and more people's attention. A recent study has indicated that coronavirus disease 2019(COVID-19) could also invade the gastrointestinal tract, leading to gastrointestinal adverse reactions(Song et al., 2020). In recent years, immunotherapy has provided certain effects for some patients with advanced malignant tumors. 展开更多
关键词 GASTROINTESTINAL al. IMMUNE
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Selection of tree species by principal component analysis for abandoned farmland in southeastern Horqin Sandy Land,China 被引量:1
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作者 Peng Meng Jing Liu xuefeng bai 《Journal of Forestry Research》 SCIE CAS CSCD 2022年第2期475-486,共12页
With changes in global climate and land use,the area of desertified farmland in southeastern Horqin Sandy Land(HSL)has increased in recent years,and farmlands are being abandoned.These abandoned farmlands(AFs)nega-tiv... With changes in global climate and land use,the area of desertified farmland in southeastern Horqin Sandy Land(HSL)has increased in recent years,and farmlands are being abandoned.These abandoned farmlands(AFs)nega-tively impact the local ecology.Therefore,the aim of the present study was to select suitable trees and shrubs for those AFs to prevent and control the desertification tendency.In this study,three AFs were fenced for 2 years,then 37 arbor and shrub species or varieties of 21 families were planted in the fenced AFs and grown for 10 years.The ecological adaptability of the species was evaluated and ranked using a principal component analysis.The results showed that the biodiversity of the AFs significantly improved after 2 years of fencing;the Shannon-Wiener index and species rich-ness of perennial grasses and forbs were 1.45 and 3.6 times higher,respectively,than for the unfenced AF.Among all species planted in fenced AFs,nine tree species had posi-tive comprehensive F(CF)values;Pinus sylvestris(Russian Shira steppe provenance),Populus alba‘Berolinensis’and Gleditsia triacanthos had CF greater than 1,and the first(PC1),second(PC2)and third(PC3)principal component values(F_(1),F_(2),F_(3))were all positive.Among the shrubs,only Lespedeza bicolor and Rosa xanthina f.normalis had CF greater than 0.All these results suggest that fencing improves biodiversity and that planting trees and shrubs that have higher CF values on the basis of fencing is an effective way to green and beautify AFs in HSL. 展开更多
关键词 Horqin Sandy Land Fenced abandoned farmland Principal component analysis Tree species selection
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Why Can China Realize the Continental“Shale Oil Revolution”? 被引量:1
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作者 Caineng Zou Zhi Yang +10 位作者 Guoxin Li Jianzhong Li Xianyang Liu Yong Tang Tao Jiang Yu Yang xuefeng bai Songqi Pan Minghui Lu Zhengdong Lei Bo Cai 《Journal of Earth Science》 SCIE CAS CSCD 2022年第5期1324-1327,共4页
0 INTRODUCTION Continental shale oil is a strategic alternative resource to ensure the safety of national oil supply and improve the level of industrial innovation.China is a large country of continental oil resources... 0 INTRODUCTION Continental shale oil is a strategic alternative resource to ensure the safety of national oil supply and improve the level of industrial innovation.China is a large country of continental oil resources,accounting for 90%of the total onshore oil resources;and China is also a major producer of continental oil,accounting for about 93%of the total oil production(Yang et al.,2019;Jia et al.,2018). 展开更多
关键词 CONTINENTAL SHALE ACCOUNTING
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Characterization of Natural Killer Cells in the Liver of Young Mice 被引量:1
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作者 Peng Zhao Jiansheng Guo +5 位作者 Guangjun Wang Qiang Chi Dequan Wu Zhaolin Zeng xuefeng bai Xishan Hao 《Chinese Journal of Clinical Oncology》 CSCD 2007年第1期33-37,共5页
OBJECTIVE To determine the quantity and quality of liver NK cells from young and adult mice and compare their characteristics. METHODS C57BL/6 mice were used at 2 weeks (young) and 8 weeks (adult) of age. The perc... OBJECTIVE To determine the quantity and quality of liver NK cells from young and adult mice and compare their characteristics. METHODS C57BL/6 mice were used at 2 weeks (young) and 8 weeks (adult) of age. The percentage and absolute number of NK cells in the liver and spleen were analyzed. The cytotoxicity of NK cells in the liver and spleen against various targets were detected by a 4 h ^51Cr-release method. FACScan was used to analyze the expression of CD69, Mac-l1 Ly49C/I and CD94 on the NK cells. Perforin mRNA levels were analyzed by the reverse transcription polymerase chain reaction (RT-PCR). RESUTLS The percentages of NK cells in the liver of young and adult mice were similar (11.9%+1.7% vs. 9.9%+1.6%, P〉0.05), but the absolute number per liver weight was higher in the young animals (11.6+2.5×10^5/g vs. 3.4+0.8×10^5/g, P〈0.05). The level of NK cytotoxicity was extremely high in the liver of young compared to adult mice (71.0%+5.5% vs. 23.8%+4.4%, P〈0.05), but this difference was not observed in the spleen. Phenotypes of the liver NK cells from young and adult mice were completely different from each other. The liver NK cells from young mice were CD69^high Mac-1^low Ly49C/ I^low, whereas NK cells from older mice displayed inverse antigen levels (CD- 69^low Mac-1^high Ly49C/I^high). The expression levels of other NK cell-related markers were similar in both groups.The perforin mRNA level in the liver lymphocytes from young mice was consistently greater compared to adult mice. CONCLUSION From 2 to 8 weeks C57BU6 mice liver NK cells undergo age-associated changes. At 2 weeks of age the liver NK cells showed a high level of NK cytotoxicity and a unique phenotype which was not apparent at 8 weeks of age. 展开更多
关键词 NK cells LIVER AGING cytotoxicity.
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基于电话销售语音数据的客户购车意向甄别模型
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作者 白雪峰 熊子瑜 王汉生 《经济管理学刊》 2024年第2期189-216,共28页
电话销售在汽车营销中扮演着关键角色,但其面临着市场上客户意向差异显著的挑战。这一差异大大增加了电话销售人员的工作难度,降低了营销效率。因此,通过客户的回答准确甄别出具有真实购车意向的重点客户,是提升电话销售效率和效果的关... 电话销售在汽车营销中扮演着关键角色,但其面临着市场上客户意向差异显著的挑战。这一差异大大增加了电话销售人员的工作难度,降低了营销效率。因此,通过客户的回答准确甄别出具有真实购车意向的重点客户,是提升电话销售效率和效果的关键。本文基于语音分析技术提出了一个客户购车意向甄别模型。该模型通过分析电话录音,从客户的情绪维度、态度维度以及认知维度来建立指标体系,并利用逻辑回归方法来构建分类模型。本文使用542条真实客户的语音数据进行验证,结果表明客户的情绪唤醒度和耐心程度与他们的购车意向存在显著的相关性。原模型、AIC模型和BIC模型外样本检验的AUC值均超过了92%,展现了出色的识别精度。此外,为衡量该模型在真实场景下的性能,将负例通过Bootstrap方法扩大,同时保持正例不变,发现在23.1%的覆盖率下,模型可实现90%的正例捕获率,进一步证明了其在实际应用中的有效性和可靠性。 展开更多
关键词 汽车行业 电话销售 语音分析 逻辑回归
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Engineering nano-trap distribution in metal-organic frameworks enables boost of SF_(6)/N_(2) separation
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作者 Yan-Long Zhao Yabo Xie +3 位作者 Xin Zhang Xiang-Yu Li xuefeng bai Jian-Rong Li 《Green Chemical Engineering》 2026年第2期131-136,共6页
Separating/capturing SF_(6),having the strongest global warming potential,from exhaust gas with low concentration(1%–10%)in the power industry is significant for both greenhouse gas emission control and SF_(6) recycl... Separating/capturing SF_(6),having the strongest global warming potential,from exhaust gas with low concentration(1%–10%)in the power industry is significant for both greenhouse gas emission control and SF_(6) recycling and reutilization.In this study,we achieved highly efficient SF_(6)/N_(2) separation under different SF_(6) concentrations(1% and 10%)using two homologous metal-organic frameworks,Ni-bpz and Zn-bpz.This outcome underscores the effectiveness of rational nano-traps distribution engineering for targeted separation applications.The molecular simulation suggests that an SF_(6) molecule interacts with a single nano-trap in Zn-bpz.At the same time,it is efficiently confined by two adjacent nano-traps in the parallel distribution of Ni-bpz.Consequently,exceptional SF_(6)/N_(2) selectivity for 1/99 and 10/90 mixtures have been respectively achieved in Ni-bpz(516,SF_(6)/N_(2)=1/99)and Zn-bpz(608,SF_(6)/N_(2)=10/90)at 298 K and 1 bar.In dynamic breakthrough experiments,Ni-bpz exhibits a record pure N_(2)(≥99.99%)productivity(1496 mL/g)for an SF_(6)/N_(2)(1/99)gas mixture.Moreover,both MOFs demonstrate excellent water resistance across multiple cycles,suggesting their high promise for practical application. 展开更多
关键词 Metal-organicframeworks Greenhouse gascapture Adsorptive separation Sulfurhexafluoride recovery
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Record high CH_(4)/N_(2) adsorption separation selectivity in a scalable metal-organic framework
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作者 Yan-Long Zhao xuefeng bai +2 位作者 Xin Zhang Zhang-Ye Han Jian-Rong Li 《Science Bulletin》 2025年第8期1215-1218,共4页
Methane(CH_(4)),as the primary component of natural gas,has the highest hydrogen-to-carbon ratio,making it a clean energy source[1].In contrast to high-concentration methane source derived from oil extraction,low-grad... Methane(CH_(4)),as the primary component of natural gas,has the highest hydrogen-to-carbon ratio,making it a clean energy source[1].In contrast to high-concentration methane source derived from oil extraction,low-grade coal-bed methane(CBM,<30%,predominantly mixed with N_(2)),is difficult to be used directly and often is released into the atmosphere during coal mining for safety reasons[2].The methane emission not only wastes a cleaner energy source but also contributes to global warming,as methane ranks as the second most significant greenhouse gas[3]. 展开更多
关键词 nitrogen adsorption separation coal mining METHANE natural gashas clean energy oil extractionlow grade clean energy source
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A novel nested gene Aff3ir participates in vascular remodeling by enhancing endothelial cell differentiation in mice
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作者 Yue Zhao Mazdak Ehteramyan +13 位作者 Yi Li xuefeng bai Lei Huangg Yingtang Gao Angshumonik Angbohangg Xiaoping Yang Steven Lynham Andriana Margariti Ajay M.Shah Yaling Tao Ting Cai Tong Li Min Zhang Lingfang Zeng 《Genes & Diseases》 2025年第2期106-109,共4页
Gene overlap serves as a common strategy employed by bacteria and viruses to expand their genomic capacity.Over the past two decades,advances in omics studies have unveiled a prevalence of overlapped genes in eukaryot... Gene overlap serves as a common strategy employed by bacteria and viruses to expand their genomic capacity.Over the past two decades,advances in omics studies have unveiled a prevalence of overlapped genes in eukaryotes,including mammals.However,few are reported to participate in the regulation of the cardiovascular system. 展开更多
关键词 CARDIOVASCULAR REMODELING PREVALENCE
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The synergic effects of highly selective bimetallic Pt-Pd/SAPO-41 catalysts for the n-hexadecane hydroisomerization 被引量:5
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作者 Guozhi Jia Chunmu Guo +6 位作者 Wei Wang xuefeng bai Xiaomeng Wei Xiaofang Su Tong Li Linfei Xiao Wei Wu 《Frontiers of Chemical Science and Engineering》 SCIE EI CSCD 2021年第5期1111-1124,共14页
The hydroisomerization of n-hexadecane over Pt-Pd bimetallic catalysts is an effective way to produce clean fuel oil.This work reports a useful preparation method of bimetallic bifunctional catalysts by a co-impregnat... The hydroisomerization of n-hexadecane over Pt-Pd bimetallic catalysts is an effective way to produce clean fuel oil.This work reports a useful preparation method of bimetallic bifunctional catalysts by a co-impregnation or sequential impregnation process.Furthermore,monometallic catalysts with loading either Pt or Pd are also prepared for comparison.The effects of the metal species and impregnation order on the characteristics and catalytic performance of the catalysts are investigated.The catalytic test results indicate that the maximum iso-hexadecane yield over different catalysts increases as follows:Pt/silicoaluminophosphate SAPO-41<Pd/SAPO-41<Pt^(*)-Pd/SAPO-41(prepared by sequential impregnation)<Pt-Pd/SAPO-41(prepared by co-impregnation).Owing to the synergic effects between Pt and Pd,the Pt-Pd/SAPO-41 catalyst prepared by the co-impregnation method demonstrates the effective promotion of(de)hydrogenation activity.Therefore,this catalyst exhibits the highest iso-hexadecane yield of 89.4%when the n-hexadecane conversion is 96.3%.Additionally,the Pt-Pd/SAPO-41 catalyst also presents the highest catalytic activity and best stability even after 150 h long-term tests. 展开更多
关键词 SAPO-41 molecular sieve Pt-Pd bimetallic site bifunctional catalysts N-HEXADECANE HYDROISOMERIZATION
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Paleoenvironment evolution and organic matter enrichment mechanisms in the first member of the Qingshankou Formation,Songliao Basin,China
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作者 Ying LI Min WANG +8 位作者 Yu YAN Xin WANG Jinyou ZHANG xuefeng bai Yuchen ZHANG Jiaheng XUE Junsheng FEI Lianbin ZHANG Guojun WANG 《Frontiers of Earth Science》 SCIE CSCD 2024年第2期364-383,共20页
Organic matter is the basis for oil and gas generation,and the depositional environment controls its enrichment.The first member of the Qingshankou Formation(K_(2)qn^(1))in Songliao Basin has a thick organic-rich shal... Organic matter is the basis for oil and gas generation,and the depositional environment controls its enrichment.The first member of the Qingshankou Formation(K_(2)qn^(1))in Songliao Basin has a thick organic-rich shale and so is an important target section for shale oil exploration and development.In the Gulong Sag,shale samples from this unit were collected over the full length of the section.The characterization of the environments of deposition(EOD)of K_(2)qn^(1)was improved by utilizing lithological characteristics,thin section observations,elemental compositions,and organic carbon concentrations.Combined with the normalization coefficients proposed in this paper,an organic matter correlation model was established to elucidate the factors that influence organic matter enrichment.From the bottom to the top of K2qn1,the lake depth gradually becomes shallower,the primary productivity first decreases and then increases,the reducing conditions become stronger and then weaker,the water salinity gradually decreases,the climate first becomes semi-humid and then warm and humid,and the input of terrigenous debris first decreases and then increases.A major marine transgression at the base of the K_(2)qn^(1)᾽s brought in nutrients to increase primary productivity,and the density-stratified reducing environment preserved and enriched organic matter.High primary productivity occurred during the middle of the deposition of the K_(2)qn^(1),while terrigenous input is low.Organic matter is preserved in reduced deep lake environments,resulting in organic matter-rich black shale.The lake became shallower,and the salinity decreased in the upper part of K_(2)qn^(1).Benthic organisms rapidly multiplied,consuming large amounts of oxygen and destroying the previously depositional environment,resulting in a reducing environment disturbed by benthic organisms with poor preservation conditions and the lowest organic matter content. 展开更多
关键词 major and trace elements paleoenvironment evolution OM enrichment mechanism lacustrine shale Songliao Basin Qingshankou Formation
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Sensitive and Specific Y-Shaped Ratio Biosensor for Detecting Serum mi R-18a:Potential Early Scanning Tool for Non-Small Cell Lung Cancer
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作者 Fei Yu Yue Wang +2 位作者 Caiyuan Yu Wei Zhang xuefeng bai 《Journal of Analysis and Testing》 EI CSCD 2024年第2期237-244,共8页
miR-18a has been identified as a significantly expressed microRNA(miRNA)in non-small cell lung cancer(NSCLC)and plays a vital role in cancer cell transformation,metastasis,and carcinogenesis.Herein,a pair of binary pr... miR-18a has been identified as a significantly expressed microRNA(miRNA)in non-small cell lung cancer(NSCLC)and plays a vital role in cancer cell transformation,metastasis,and carcinogenesis.Herein,a pair of binary probes from numerous probe pairs based on single nucleotide polymorphism analyses of miR-18a and miR-18b was first designed and screened to develop a Y-shaped ratio biosensor for accurate detection of serum miR-18a in NSCLC.The special structure of the binary probes combined with the hairpin showed strong specificity for miR-18a,which was confirmed by polyacrylamide gel electrophoresis assay and square wave voltammetry assay.Furthermore,it is beneficial to immobilize single-stranded DNA(ssDNA)probes due to the large specific surface area of nanoporous gold,thereby improving the sensitivity of the biosensor.The Y-shaped ratio biosensor exhibited a wide detection range and can quantify the concentration of miR-18a in the range of 10 fmol/L–100 pmol/L,with a limit of detection of 0.211 fmol/L(S/N=3).Moreover,it exhibits excellent detection capabilities in serum samples since the biosensor showed a high selectivity toward the coexistence of miR-18a and miR-18b.Therefore,the prepared Y-shaped ratio biosensor is a highly sensitive and specific miR-18a detection tool,capable of identifying microscopic amounts of miR-18a in serum samples,providing great potential for early screening of NSCLC. 展开更多
关键词 Nanoporous gold Y-shaped biosensor miR-18a NSCLC
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