Convection

对流
  • 文章类型: Journal Article
    真核细胞中温度梯度的存在被认为是细胞质中自然对流的来源,即由于温差引起的密度梯度而产生的大量流体运动。最近的计算预测,细胞核和细胞膜之间的ΔT≈1K的温度差可能足以驱动大量的细胞内物质运输。我们使用数值计算和理论计算来重新审视这个问题,以便进一步了解温度梯度对细胞内流动产生和对流传输的影响。令人惊讶的是,我们的计算得出的流量比先前获得的相对于细胞膜的相同相对大小和位置的流量弱一个数量级。为了理解这种差异,我们使用双球面坐标框架开发了模型单元内对流流动的半解析解,例如轴对称细胞几何形状的情况(即当细胞核从细胞中心的位移与重力对齐时)。当细胞核同心地位于细胞内时,我们还计算了流动的精确解。两个理论分析的结果与我们的数值结果一致,因此提供了细胞质自然对流强度的可靠估计,并证明这些比以前预测的要弱得多。最后,我们研究了上述流动在细胞内重新分配溶质的能力。我们的计算显示,在所有但不现实的情况下,细胞质对流对增强细胞物质的扩散主导的传质的贡献可忽略不计。
    The existence of temperature gradients within eukaryotic cells has been postulated as a source of natural convection in the cytoplasm, i.e. bulk fluid motion as a result of temperature-difference-induced density gradients. Recent computations have predicted that a temperature differential of ΔT ≈ 1 K between the cell nucleus and the cell membrane could be strong enough to drive significant intracellular material transport. We use numerical computations and theoretical calculations to revisit this problem in order to further understand the impact of temperature gradients on flow generation and advective transport within cells. Surprisingly, our computations yield flows that are an order of magnitude weaker than those obtained previously for the same relative size and position of the nucleus with respect to the cell membrane. To understand this discrepancy, we develop a semi-analytical solution of the convective flow inside a model cell using a bi-spherical coordinate framework, for the case of an axisymmetric cell geometry (i.e. when the displacement of the nucleus from the cell centre is aligned with gravity). We also calculate exact solutions for the flow when the nucleus is located concentrically inside the cell. The results from both theoretical analyses agree with our numerical results, thus providing a robust estimate of the strength of cytoplasmic natural convection and demonstrating that these are much weaker than previously predicted. Finally, we investigate the ability of the aforementioned flows to redistribute solute within a cell. Our calculations reveal that, in all but unrealistic cases, cytoplasmic convection has a negligible contribution toward enhancing the diffusion-dominated mass transfer of cellular material.
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  • 文章类型: Journal Article
    当前的分析研究致力于边界层状态,其中传热和传质速率受自然对流支配。填充有任意浮力比的组合的矩形外壳具有Oseen线性解,在多孔流体界面处采用海狸的位置和约瑟夫的条件。热辐射与多孔衬里的相互作用会影响系统中的整体传热。多孔衬里和辐射在许多应用中使用,比如熔炉,绝缘,热交换器,太阳能收集和储存,和电子中的热控制。滑动和辐射的效果是由于表面处的摩擦减少而增加流速。这表明温度和浓度正在迅速降低。随着滑移参数和辐射参数的增加,由于速度的上升,热量和质量传输增加。当辐射参数,瑞利数,和滑移参数增加。Nusslet数和Sherwood数的发现与滑移参数趋于无穷大的有限情况有关,辐射参数为零,角度为90°。
    The current analytical study is dedicated to the boundary layer regime where heat and mass transfer rates are ruled by natural convection. A rectangular enclosure filled with a combination of an arbitrary buoyancy ratio has an Oseen-linear solution, and the position of Beavers and Joseph\'s condition is employed at the porous fluid interface. Thermal radiation\'s interaction with a porous lining influences overall heat transfer in a system. Porous linings and radiation are employed in many applications, such as furnaces, insulation, heat exchangers, solar energy collecting and storage, and heat control in electronics. The effect of slip and radiation is to increase the flow rate because of the reduction in friction at the surface. It indicates the fact that temperature and concentration are rapidly lowering. As the slip parameter and radiation parameter increase, the heat and mass transport increase due to the rise in velocity. The Nusselt and Sherwood numbers reach their maximum when the radiation parameter, Rayleigh number, and slip parameter are increased. The findings of the Nusslet number and Sherwood numbers are related to the finite situations of the slip parameter tending to infinity, the radiation parameter going to zero and the angle 90°.
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  • 文章类型: Journal Article
    背景:需要正确放置用于对流增强递送(CED)的导管,以最大程度地提高肿瘤覆盖率并最大程度地减少对健康组织的暴露。我们开发了一种基于图像的模型,以患者专门优化renium-186(186Re)-纳米脂质体(RNL)递送的导管放置,以治疗复发性胶质母细胞瘤(rGBM)。
    方法:该模型由1)通过导管输注产生的流场组成,2)RNL的动态运输,和3)将RNL浓度转化为SPECT信号。从递送前MRI分配患者特异性组织几何形状。模型参数通过以下方式进行个性化:1)使用纵向SPECT图像进行基于个体的校准,或2)通过留一交叉验证进行基于人口的分配。一致性相关系数(CCC)用于量化预测和测量的SPECT信号之间的一致性。然后使用该模型来模拟一系列导管放置的RNL分布,导致肿瘤外部与内部的累积RNL剂量之比,“脱靶比率”(OTR)。通过最小化OTR确定最佳导管放置)。
    结果:从I/II期临床试验(NCT01906385)招募了15名rGBM患者。我们的模型,使用个体校准或群体分配的参数,在交货后24小时内预测RNL分布具有很高的准确性(CCC>0.80)。与原始放置相比,使用该模型确定的最佳导管放置在分娩后24小时的OTR中值(范围)降低34.56%(14.70%-61.12%)。
    结论:我们的图像引导模型在预测患者特异性RNL分布方面取得了很高的准确性,并为优化放射性标记脂质体CED的导管放置指明了价值。
    BACKGROUND: Proper catheter placement for convection-enhanced delivery (CED) is required to maximize tumor coverage and minimize exposure to healthy tissue. We developed an image-based model to patient-specifically optimize the catheter placement for rhenium-186 (186Re)-nanoliposomes (RNL) delivery to treat recurrent glioblastoma (rGBM).
    METHODS: The model consists of the 1) fluid fields generated via catheter infusion, 2) dynamic transport of RNL, and 3) transforming RNL concentration to the SPECT signal. Patient-specific tissue geometries were assigned from pre-delivery MRIs. Model parameters were personalized with either 1) individual-based calibration with longitudinal SPECT images, or 2) population-based assignment via leave-one-out cross-validation. The concordance correlation coefficient (CCC) was used to quantify the agreement between the predicted and measured SPECT signals. The model was then used to simulate RNL distributions from a range of catheter placements, resulting in a ratio of the cumulative RNL dose outside versus inside the tumor, the \"off-target ratio\" (OTR). Optimal catheter placement) was identified by minimizing OTR.
    RESULTS: Fifteen patients with rGBM from a Phase I/II clinical trial (NCT01906385) were recruited to the study. Our model, with either individual-calibrated or population-assigned parameters, achieved high accuracy (CCC > 0.80) for predicting RNL distributions up to 24 h after delivery. The optimal catheter placements identified using this model achieved a median (range) of 34.56 % (14.70 %-61.12 %) reduction on OTR at the 24 h post-delivery in comparison to the original placements.
    CONCLUSIONS: Our image-guided model achieved high accuracy for predicting patient-specific RNL distributions and indicates value for optimizing catheter placement for CED of radiolabeled liposomes.
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  • 文章类型: Journal Article
    电动对流增强递送(ECED)利用外部电场通过电渗和电泳将分子和生物活性物质递送到大脑的局部区域,不需要施加的压力。我们表征了ECED的实施方式,以从放置在皮质表面的掺杂的生物相容性丙烯酸/丙烯酰胺水凝胶中引导中性电荷的荧光团(3kDa)。我们使用ECED(时间=30分钟,电流=50µA)和仅扩散对照试验,用于离体(N=18)和体内(N=12)实验。与对照试验相比,ECED中注入大脑的线性强度曲线明显更高,体内和离体。输液的直线距离,输液面积,与对照试验相比,ECED试验中的峰值荧光强度沿输注方向的位移在体内试验中明显更大,但不用于体外试验。这些结果证明了ECED主要基于电渗载体将溶质从表面水凝胶引向脑实质内部的有效性。
    Electrokinetic convection-enhanced delivery (ECED) utilizes an external electric field to drive the delivery of molecules and bioactive substances to local regions of the brain through electroosmosis and electrophoresis, without the need for an applied pressure. We characterize the implementation of ECED to direct a neutrally charged fluorophore (3 kDa) from a doped biocompatible acrylic acid/acrylamide hydrogel placed on the cortical surface. We compare fluorophore infusion profiles using ECED (time = 30 min, current = 50 µA) and diffusion-only control trials, for ex vivo (N = 18) and in vivo (N = 12) experiments. The linear intensity profile of infusion to the brain is significantly higher in ECED compared to control trials, both for in vivo and ex vivo. The linear distance of infusion, area of infusion, and the displacement of peak fluorescence intensity along the direction of infusion in ECED trials compared to control trials are significantly larger for in vivo trials, but not for ex vivo trials. These results demonstrate the effectiveness of ECED to direct a solute from a surface hydrogel towards inside the brain parenchyma based predominantly on the electroosmotic vector.
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  • 文章类型: Journal Article
    在炎热干燥的地区,光伏组件暴露在过高的温度下,这导致性能下降和过热的风险。本数值研究旨在通过安装在后部的倾斜烟囱来评估光伏组件的自然空气冷却。使用有限体积法求解基本方程。通过与文献中已有的数据进行比较,验证了模型的有效性。分析了各种参数的热和动态流型:从102到106的瑞利数,从15°到90°的PV面板倾斜角,和通道纵横比从1/20到1/5。已经确定了临界纵横比以最小化PV模块的过热。根据计算结果,倾斜角和修正的瑞利数增加了质量流量和平均努塞尔数。具有最高温度的过热区位于光伏板的上部。发现在两个通道的入口和出口增加一个延伸部分可以改善光伏板的冷却;然而,只有通道下游的扩展才是真正有效的。通过检查更长的扩展对信道性能的影响来确定信道性能显著改善的临界长度。将延伸长度从0增加到3H可将质量流量提高65%,努塞尔平均数字为13.4%,当Ra*=106时,导致最高温度降低11%。这种冷却技术对于缺水的干热地区特别有前途。
    In hot dry regions, photovoltaic modules are exposed to excessive temperatures, which leads to a drop in performance and the risk of overheating. The present numerical study aims to evaluate the natural air cooling of PV modules by an inclined chimney mounted at the back. The basic equations were solved using the finite volume method. The validity of the model is verified by comparison with the data available in the literature. Thermal and dynamic flow patterns are analyzed for a variety of parameters: Rayleigh numbers from 102 to 106, PV panel tilt angle from 15° to 90°, and channel aspect ratios from 1/20 to 1/5. A critical aspect ratio has been determined to minimize overheating of the PV module. According to the computational results, the tilt angle and modified Rayleigh number increase the mass flow rate and mean Nusselt number. The overheating zone with maximum temperatures is located in the upper part of the photovoltaic panel. The addition of an extension to both channel\'s inlet and outlet was found to improve the cooling of the photovoltaic panels; however, only the extensions downstream of the channel are truly effective. The critical lengths at which channel performance improves significantly were identified by examining the impact of longer extensions on channel performance. Increasing the extension length from 0 to 3H improves the mass flow rate by 65%, the average Nusselt number by 13.4%, and leads to an 11% decrease in maximum temperature when Ra* = 106. This cooling technique is particularly promising for hot dry regions where water is scarce.
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  • 文章类型: Journal Article
    碳纳米管(CNTs)在生物学和医学领域显示出巨大的应用潜力,一旦他们的预期目的实现了,消除残留的碳纳米管对于避免负面影响至关重要。在这项研究中,我们证明了通过热对流有效收集和简单去除分散在悬浮液中的CNT。首先,锥形光纤尖端,锥角和端直径为10°和3μm,分别,是通过加热和拉伸方法制造的。Further,功率和波长为100mW和1.55μm的激光束,分别,被发射到锥形纤维尖端,将其置于CNT悬浮液中,导致在纤维尖端上形成微泡。微气泡和悬浮液表面的温度梯度引起悬浮液中的热对流,这导致碳纳米管在纤维尖端的积累。实验形成的CNT簇具有直径为87μm的圆形顶表面和高度为19μm的拱形横截面。此外,该CNT簇牢固地附着到纤维尖端。因此,CNT簇的去除可以通过简单地从悬浮液中去除纤维尖端来实现。此外,我们模拟了引起CNT聚集的热对流。获得的结果表明,纤维尖端附近的对流流向它,它将CNT推向纤维尖端,并使它们附着在纤维尖端上。Further,流速对称分布为高斯函数,这导致CNT簇的圆形顶表面和拱形横截面轮廓的形成。我们的方法可用于生物医学中纳米药物残留的收集和去除。
    Carbon nanotubes (CNTs) have exhibited immense potential for applications in biology and medicine, and once their intended purpose is fulfilled, the elimination of residual CNTs is essential to avoid negative effects. In this study, we demonstrated the effective collection and simple removal of CNTs dispersed in a suspension via thermal convection. First, a tapered fiber tip with a cone angle and end diameter of 10° and 3 μm, respectively, was fabricated via a heating and pulling method. Further, a laser beam with a power and wavelength of 100 mW and 1.55 μm, respectively, was launched into the tapered fiber tip, which was placed in a CNT suspension, resulting in the formation of a microbubble on the fiber tip. The temperature gradient on the microbubble and suspension surface induced thermal convection in the suspension, which resulted in the accumulation of CNTs on the fiber tip. The experimentally formed CNT cluster possessed a circular top surface with a diameter of 87 μm and an arched cross-section with a height of 19 μm. Furthermore, this CNT cluster was firmly attached to the fiber tip. Therefore, the removal of CNT clusters can be realized by simply removing the fiber tip from the suspension. Moreover, we simulated the thermal convection that caused CNT aggregation. The obtained results indicate that convection near the fiber tip flows toward it, which pushes the CNTs toward the fiber tip and enables their attachment to it. Further, the flow velocity is symmetrically distributed as a Gaussian function, which results in the formation of a circular top surface and arched cross-sectional profile for the CNT cluster. Our method may be applied in biomedicine for the collection and removal of nano-drug residues.
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  • 文章类型: Journal Article
    由于血脑屏障(BBB),成功将药物输送到大脑长期以来一直是医学界的关键目标,呼吁开拓性技术来克服这一挑战。对流增强递送(CED),一种直接实质内微输注的形式,显示出希望,但需要最佳的输液设计和实时分布监控。注入物质的大小似乎特别关键,目前的知识是有限的。在这里,我们在健康小型猪组中使用CED检查了不同大小的聚乙二醇(PEG)包被的纳米颗粒(NPs)的颅内给药情况(n=3).我们采用了隐形脂质体(LIP,130nm)和两个不同直径(8和40nm)的金纳米颗粒设计(AuNP)。全部用铜-64标记,用于通过正电子发射断层扫描(PET)定量和实时监测输注。NPs通过两侧插入动物卵皮区域的两个导管输注。我们的结果表明,带有NP的CED有望实现精确的脑部药物输送,与较小的AuNP相比,较大的LIP表现出优越的分布体积和颅内保留。PET成像与CED一起实现了过程的动态可视化,目标覆盖率,及时发现次优输液,以及分布体积和浓度梯度的量化。这些发现可能会增强递送程序的治疗功效,同时减轻与非视觉监测的递送方法相关的不必要的副作用。这是至关重要的,尤其是通过植入导管的慢性间歇性输注,由于这些信息能够在逐个导管的情况下做出明智的决定,以调节导管上的目标输注量,逐个患者的基础。
    Because of the blood-brain barrier (BBB), successful drug delivery to the brain has long been a key objective for the medical community, calling for pioneering technologies to overcome this challenge. Convection-enhanced delivery (CED), a form of direct intraparenchymal microinfusion, shows promise but requires optimal infusate design and real-time distribution monitoring. The size of the infused substances appears to be especially critical, with current knowledge being limited. Herein, we examined the intracranial administration of polyethylene glycol (PEG)-coated nanoparticles (NPs) of various sizes using CED in groups of healthy minipigs (n = 3). We employed stealth liposomes (LIPs, 130 nm) and two gold nanoparticle designs (AuNPs) of different diameters (8 and 40 nm). All were labeled with copper-64 for quantitative and real-time monitoring of the infusion via positron emission tomography (PET). NPs were infused via two catheters inserted bilaterally in the putaminal regions of the animals. Our results suggest CED with NPs holds promise for precise brain drug delivery, with larger LIPs exhibiting superior distribution volumes and intracranial retention over smaller AuNPs. PET imaging alongside CED enabled dynamic visualization of the process, target coverage, timely detection of suboptimal infusion, and quantification of distribution volumes and concentration gradients. These findings may augment the therapeutic efficacy of the delivery procedure while mitigating unwarranted side effects associated with nonvisually monitored delivery approaches. This is of vital importance, especially for chronic intermittent infusions through implanted catheters, as this information enables informed decisions for modulating targeted infusion volumes on a catheter-by-catheter, patient-by-patient basis.
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  • 文章类型: Journal Article
    剪切力影响从结晶到纤维形成的自组装过程。这里,研究了四种肽的轻度激动对淀粉样蛋白原纤维形成的影响,并对与阿尔茨海默病相关的A[配方:见正文]42进行了详细研究。为了获得对轻度躁动影响的机械见解,在有或没有抑制剂的情况下,在各种肽浓度下建立未接种和接种的聚集反应。首先,通过比较在空闲和搅拌条件下聚集动力学的单体浓度依赖性,排除了对原纤维碎片的影响。第二,使用二次成核抑制剂,Brichos,搅拌对初级成核的影响与次级成核分离。第三,在不存在抑制剂的情况下,建立了对二次成核的影响。第四,通过比较在闲置或搅动条件下形成的原纤维的接种效力,排除了对伸长的影响。我们发现,轻轻搅拌会加速初级和次级成核步骤。增加的剪切力促进新形成的聚集体从催化表面的分离以及分子在本体溶液中运输以遇到原纤维和其他表面上的成核位点的速率。通过低温透射电子显微镜和微流体设备中的自由流动电泳获得的超微结构证据表明,搅拌加速了成核物质从原纤维表面的脱离。我们的发现揭示了聚集机制和分离对有效二次成核的作用。结果告知了如何调节药物发现和研究中不同微观步骤的相对重要性。
    Shear forces affect self-assembly processes ranging from crystallization to fiber formation. Here, the effect of mild agitation on amyloid fibril formation was explored for four peptides and investigated in detail for A[Formula: see text]42, which is associated with Alzheimer\'s disease. To gain mechanistic insights into the effect of mild agitation, nonseeded and seeded aggregation reactions were set up at various peptide concentrations with and without an inhibitor. First, an effect on fibril fragmentation was excluded by comparing the monomer-concentration dependence of aggregation kinetics under idle and agitated conditions. Second, using a secondary nucleation inhibitor, Brichos, the agitation effect on primary nucleation was decoupled from secondary nucleation. Third, an effect on secondary nucleation was established in the absence of inhibitor. Fourth, an effect on elongation was excluded by comparing the seeding potency of fibrils formed under idle or agitated conditions. We find that both primary and secondary nucleation steps are accelerated by gentle agitation. The increased shear forces facilitate both the detachment of newly formed aggregates from catalytic surfaces and the rate at which molecules are transported in the bulk solution to encounter nucleation sites on the fibril and other surfaces. Ultrastructural evidence obtained with cryogenic transmission electron microscopy and free-flow electrophoresis in microfluidics devices imply that agitation speeds up the detachment of nucleated species from the fibril surface. Our findings shed light on the aggregation mechanism and the role of detachment for efficient secondary nucleation. The results inform on how to modulate the relative importance of different microscopic steps in drug discovery and investigations.
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  • 文章类型: Journal Article
    在热交换应用中使用纳米流体的主要问题之一是在热交换器的内表面上形成和沉积纳米颗粒。在本文中,水-Cmc流体用作纳米颗粒的表面活性剂以防止沉积和聚集。基于水-MgO-Cmc流体的U型弯管双管换热器中的压降和传热,被检查。氧化镁(MgO)和羧甲基纤维素(Cmc)的纳米颗粒与纯水作为基础流体一起使用。实验台和程序旨在促进各种操作条件,如流量,MgO颗粒的体积浓度和Cmc颗粒的重量浓度。此外,对流传热系数,热交换器的有效性,压降,摩擦因数,在不同的条件下,是测量的。结果表明,对于1MgO体积,U形弯曲双管换热器的对流传热系数提高了35%。%和0.2Cmcwt。%与基础流体(水-Cmc)相比。结论是,在相同的Cmc浓度下,在0.2wt时,压降与MgO纳米颗粒的增加成正比。%.同时,系统的摩擦系数与水-MgO-Cmc流体体积流量的增加成反比。MgO纳米颗粒浓度的增加会增加摩擦因子,因此,对于1vol的MgO浓度,最大摩擦系数提高了38%。%.随着MgO浓度和流量的增加,换热器的效率略有提高8%。最后,水-MgO-Cmc流体在不同温度下的热物理特性,是测量的。
    One of the major problems of using nanofluids in heat exchange applications is the forming and deposition of nanoparticles on the inner surface of the heat exchanger. In this paper, Water-Cmc fluid is used as a surfactant for nanoparticles to prevent deposition and congregation. The pressure drops and heat transfer in U-bend double pipe heat exchanger based on water-MgO-Cmc fluid, are examined. Nanoparticles of Magnesium Oxide (MgO) and Carboxymethyl Cellulose (Cmc) are used with pure water as a base fluid. The experimental rig and procedures are designed to facilitate various operational conditions such as flow rate, volume concentration of MgO particles and weight concentration of Cmc particles. Furthermore, convective heat transfer coefficient, heat exchanger effectiveness, pressure drop, friction factor, under different conditions, are measured. The results demonstrate convective heat transfer coefficient of U-bend double pipe heat exchangers is enhanced by 35% for 1 MgO vol.% and 0.2 Cmc wt.% compared to base fluid (Water-Cmc). It is concluded that pressure drops are directly proportion to the increase of MgO nanoparticles at same Cmc concentration by 23% at 0.2 wt.%. Whilst, friction factor of the system is inversely proportion to the increase of volumetric flow rate of water-MgO-Cmc fluid. An increase in MgO nanoparticle concentration increases the friction factor, hence maximum friction factor enhancement by 38% for MgO concentration of 1 vol.%. The effectiveness of heat exchanger is slightly increased by 8% with increase of MgO concentration and flow rate. Finally, thermo-physical characteristics of water-MgO-Cmc fluid at various temperatures, are measured.
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  • 文章类型: Journal Article
    利用连续波(CW)近红外光谱(NIRS)设备来测量健康和疾病状态下的非侵入性肌肉氧合受到与差分路径长度因子(DPF)相关的不确定性的限制。通过NIRS测量光密度,需要DPF值量化含氧和脱氧血红素基团的浓度变化。结合动物和氧气运输和利用的计算模型的集成方法用于原位估计DPF值。肌肉氧化代谢的犬模型允许在不同的氧气输送条件下通过CWNIRS测量静脉血氧含量和组织氧合。将从动物模型获得的实验数据整合到O2运输和利用的计算模型中,并结合Beer-Lambert定律来估算骨骼肌收缩中的DPF值。通过将数学模型拟合到在收缩肌肉(T3)(Med)中获得的实验数据,发现DPF的值为2.1。Sci.体育。练习48(10):2013-2020,2016)。根据DPF的估计值,模型模拟很好地预测了NIRS在相同的动物模型上测量的光密度,但血流不同,动脉血氧含量和收缩率(J.应用。Physiol.108:1169-1176,2010和112:9-19,2013),并证明了在估计DPF值时提出的方法的鲁棒性。所使用的方法可以克服NIRS的半定量性质,并非侵入性地估计DPF,以通过CWNIRS测量在不同的氧气输送和收缩率下收缩骨骼肌获得氧合和脱氧血液组的准确浓度变化。
    The utilization of continuous wave (CW) near-infrared spectroscopy (NIRS) device to measure non-invasively muscle oxygenation in healthy and disease states is limited by the uncertainties related to the differential path length factor (DPF). DPF value is required to quantify oxygenated and deoxygenated heme groups\' concentration changes from measurement of optical densities by NIRS. An integrated approach that combines animal and computational models of oxygen transport and utilization was used to estimate the DPF value in situ. The canine model of muscle oxidative metabolism allowed measurement of both venous oxygen content and tissue oxygenation by CW NIRS under different oxygen delivery conditions. The experimental data obtained from the animal model were integrated in a computational model of O2 transport and utilization and combined with Beer-Lambert law to estimate DPF value in contracting skeletal muscle. A 2.1 value was found for DPF by fitting the mathematical model to the experimental data obtained in contracting muscle (T3) (Med.Sci.Sports.Exerc.48(10):2013-2020,2016). With the estimated value of DPF, model simulations well predicted the optical density measured by NIRS on the same animal model but with different blood flow, arterial oxygen contents and contraction rate (J.Appl.Physiol.108:1169-1176, 2010 and 112:9-19,2013) and demonstrated the robustness of the approach proposed in estimating DPF value. The approach used can overcome the semi-quantitative nature of the NIRS and estimate non-invasively DPF to obtain an accurate concentration change of oxygenated and deoxygenated hemo groups by CW NIRS measurements in contracting skeletal muscle under different oxygen delivery and contraction rate.
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