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Scaffold-integrated microchips for end-to-end in vitro tumor cell attachment and xenograft formation. 用于端到端体外肿瘤细胞附着和异种移植物形成的支架集成微芯片。
Pub Date : 2015-12-23 DOI: 10.1142/S2339547815500065
Jungwoon Lee, Nathaniel F. Kohl, Sachin Shanbhang, B. Parekkadan
Microfluidic technologies have substantially advanced cancer research by enabling the isolation of rare circulating tumor cells (CTCs) for diagnostic and prognostic purposes. The characterization of isolated CTCs has been limited due to the difficulty in recovering and growing isolated cells with high fidelity. Here, we present a strategy that uses a 3D scaffold, integrated into a microfludic device, as a transferable substrate that can be readily isolated after device operation for serial use in vivo as a transplanted tissue bed. Hydrogel scaffolds were incorporated into a PDMS fluidic chamber prior to bonding and were rehydrated in the chamber after fluid contact. The hydrogel matrix completely filled the fluid chamber, significantly increasing the surface area to volume ratio, and could be directly visualized under a microscope. Computational modeling defined different flow and pressure regimes that guided the conditions used to operate the chip. As a proof of concept using a model cell line, we confirmed human prostate tumor cell attachment in the microfluidic scaffold chip, retrieval of the scaffold en masse, and serial implantation of the scaffold to a mouse model with preserved xenograft development. With further improvement in capture efficiency, this approach can offer an end-to-end platform for the continuous study of isolated cancer cells from a biological fluid to a xenograft in mice.
微流控技术通过分离罕见循环肿瘤细胞(ctc)用于诊断和预后,极大地推进了癌症研究。由于难以恢复和生长高保真的分离细胞,分离的ctc的表征受到限制。在这里,我们提出了一种策略,将3D支架集成到微流体装置中,作为可转移的底物,可以在设备操作后很容易地分离出来,作为移植组织床在体内连续使用。水凝胶支架在结合之前被纳入PDMS流体室,并在流体接触后在室中再水化。水凝胶基质完全填充了液腔,显著提高了比表面积与体积比,在显微镜下可以直接观察到。计算模型定义了不同的流量和压力状态,以指导芯片的操作条件。作为使用模型细胞系的概念验证,我们证实了人类前列腺肿瘤细胞在微流控支架芯片上的附着,支架的整体检索,以及支架连续植入具有保存异种移植物发育的小鼠模型。随着捕获效率的进一步提高,这种方法可以为从生物液体到小鼠异种移植物的分离癌细胞的连续研究提供端到端平台。
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引用次数: 4
One-step tumor detection from dynamic morphology tracking on aptamer-grafted surfaces. 适配体表面动态形态学跟踪的一步肿瘤检测。
Pub Date : 2015-12-23 DOI: 10.1142/S2339547815500089
M. A. Mahmood, Mohammad R. Hasan, Umair J. M. Khan, P. Allen, Young-tae Kim, A. Ellington, S. Iqbal
In this paper, we report a one-step tumor cell detection approach based on the dynamic morphological behavior tracking of cancer cells on a ligand modified surface. Every cell on the surface was tracked in real time for several minutes immediately after seeding until these were finally attached. Cancer cells were found to be very active in the aptamer microenvironment, changing their shapes rapidly from spherical to semi-elliptical, with much flatter spread and extending pseudopods at regular intervals. When incubated on a functionalized surface, the balancing forces between cell surface molecules and the surface-bound aptamers, together with the flexibility of the membranes, caused cells to show these distinct dynamic activities and variations in their morphologies. On the other hand, healthy cells remained distinguishingly inactive on the surface over the same period. The quantitative image analysis of cell morphologies provided feature vectors that were statistically distinct between normal and cancer cells.
本文报道了一种基于配体修饰表面上癌细胞动态形态行为跟踪的一步肿瘤细胞检测方法。在播种后的几分钟内,对表面上的每个细胞进行实时跟踪,直到它们最终附着。癌细胞在适体微环境中非常活跃,其形状从球形迅速转变为半椭圆形,扩散更平坦,假足以一定的间隔延伸。当在功能化表面上孵育时,细胞表面分子和表面结合的适体之间的平衡力,以及膜的柔韧性,导致细胞表现出这些不同的动态活动和形态变化。另一方面,在同一时期,健康细胞在表面保持明显的不活跃状态。细胞形态学的定量图像分析提供了正常细胞和癌细胞之间具有统计学差异的特征向量。
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引用次数: 8
A novel low-volume two-chamber microfabricated platform for evaluating drug metabolism and toxicity. 一种新型的小体积双腔微加工平台,用于评估药物代谢和毒性。
Pub Date : 2015-12-23 DOI: 10.1142/S2339547815200034
S. S. Bale, G. Sridharan, I. Golberg, L. Prodanov, W. McCarty, O. B. Usta, Rohit Jindal, M. Yarmush
To evaluate drug and metabolite efficacy on a target organ, it is essential to include metabolic function of hepatocytes, and to evaluate metabolite influence on both hepatocytes and the target of interest. Herein, we have developed a two-chamber microfabricated device separated by a membrane enabling communication between hepatocytes and cancer cells. The microscale environment created enables cell co-culture in a low media-to-cell ratio leading to higher metabolite formation and rapid accumulation, which is lost in traditional plate cultures or other interconnected models due to higher culture volumes. We demonstrate the efficacy of this system by metabolism of tegafur by hepatocytes resulting in cancer cell toxicity.
为了评估药物和代谢物对靶器官的疗效,必须包括肝细胞的代谢功能,并评估代谢物对肝细胞和目标器官的影响。在此,我们开发了一种由膜分隔的双室微制造装置,使肝细胞和癌细胞之间能够通信。创建的微尺度环境使细胞在低培养基与细胞比例下共同培养,从而导致更高的代谢物形成和快速积累,这在传统的平板培养或其他相互关联的模型中由于培养量较大而丢失。我们通过肝细胞对替加氟的代谢导致癌细胞毒性来证明该系统的功效。
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引用次数: 13
Dual Sourcing Under Random Supply Capacities: The Role of the Slow Supplier 随机供应能力下的双重采购:慢供应商的作用
Pub Date : 2015-12-05 DOI: 10.1111/POMS.12548
B. Tan, Q. Feng, Wen Chen
Sourcing from multiple suppliers with different characteristics is common in practice for various reasons. This paper studies a dynamic procurement planning problem in which the firm can replenish inventory from a fast and a slow supplier, both with uncertain capacities. The optimal policy is characterized by two reorder points, one for each supplier. Whenever the pre-order inventory level is below the reorder point, a replenishment order is issued to the corresponding supplier. Interestingly, the reorder point for the slow supplier can be higher than that of the fast even if the former has a higher cost, lower reliability, and smaller capacity than the latter, suggesting the possibility of ordering exclusively from an inferior slow supplier in the short term. Moreover, the firm may allocate a larger portion of the long-term total order quantity to the slow supplier than to the fast, even if the former does not possess any cost or reliability advantage over the latter. Such phenomena, different from the observations made in previous studies, happen when the demand is uncertain and the supply is limited or unreliable. Our observations highlight the importance of incorporating both demand uncertainty and supplier characteristics (i.e., cost, lead time, capacity and uncertainty) in a unified framework when formulating supplier selection and order allocation strategies.
由于各种原因,从具有不同特征的多个供应商处采购在实践中很常见。本文研究了一个动态采购计划问题,在该问题中,企业可以从能力不确定的快供应商和慢供应商处补充库存。最优策略的特征是两个再订货点,每个供应商一个。每当预购库存水平低于再订购点时,就会向相应的供应商发出补货订单。有趣的是,即使慢供应商的成本更高,可靠性更低,产能更小,慢供应商的再订货点也可能高于快供应商,这表明在短期内有可能只从慢供应商那里订购。此外,企业可能会将长期总订单量的更大一部分分配给慢供应商,而不是快供应商,即使前者对后者没有任何成本或可靠性优势。这种现象与以往研究的观察结果不同,发生在需求不确定、供应有限或不可靠的情况下。我们的观察结果强调了在制定供应商选择和订单分配策略时,将需求不确定性和供应商特征(即成本、交货时间、产能和不确定性)纳入统一框架的重要性。
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引用次数: 22
A Single Item Lot Sizing Problem Considering Capital Flow and Trade Credit 考虑资本流动和贸易信贷的单品批量问题
Pub Date : 2015-10-20 DOI: 10.2139/ssrn.2716525
Chen Zhen, Zhang Renqian
This paper studies the influence of capital flow and trade credit to the production planning problems. That is, when a company starts to produce a certain number of products, its present capital quantity should be no less than the total production cost, but it could delay payment using trade credit. We formulate the mathematical model of this problem and propose a polynomial recursive algorithm to solve it based on dynamic programming. Under certain conditions, the algorithm could get optimal solutions. And it could get a good feasible solution in other conditions. Numerical analysis shows that our algorithm could solve the problem in short time and the computational errors are rather small compared with optimal solutions in most situations. With a heuristic adjustment step, the computational error is even lower. It also shows that using trade credit could benefit a company’s production plan and increase the capital quantity.
本文研究了资本流动和贸易信贷对生产计划问题的影响。即当企业开始生产一定数量的产品时,其现有资金量应不低于生产总成本,但可以使用贸易信贷延迟付款。建立了该问题的数学模型,并提出了一种基于动态规划的多项式递归算法。在一定条件下,该算法可以得到最优解。在其他条件下也能得到很好的可行解。数值分析表明,该算法可以在较短的时间内解决问题,并且在大多数情况下与最优解相比计算误差较小。采用启发式调整步骤,计算误差更小。利用贸易信贷有利于企业的生产计划,增加企业的资金量。
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引用次数: 2
The Dynamics of Domestic Gray Markets and Its Impact on Supply Chains 国内灰色市场的动态及其对供应链的影响
Pub Date : 2015-09-26 DOI: 10.2139/ssrn.2829408
M. Altug
Gray markets are created by those unauthorized retailers selling manufacturer's branded products. Similar to international gray markets, domestic gray markets are a growing phenomenon whose impact on supply chains is not clear. Based on this observation and our own experience, we consider a supply chain with one manufacturer and several authorized retailers who face a newsvendor problem and a domestic gray market. While a gray market provides an opportunity for these retailers to clear their excess inventory (inventory-correction effect), it also can be a threat to their demand (demand-cannibalization effect). We first characterize the emerging equilibrium by assuming an MSRP environment, where the authorized retailers cannot change the primary market price. Comparing a decentralized and centralized system, we show that a wholesale pricing contract is quite efficient in a gray market environment; we explain the underlying mechanism and note some of the operational decisions that could hurt that efficiency. We also derive the conditions under which a gray market emerges and the condition under which gray market does not emerge. We show that the gray market price determines the degree of both the negative effects of demand-cannibalization and the positive effects of inventory correction, which in turn determines the net impact of gray markets on the retailer's stocking choice and, ultimately, the manufacturer's profit. We then study the authorized retailers' problem as a price-setting newsvendor. We observe that the gray market creates price competition between the authorized and unauthorized retailers, causing a drop in the primary market price. However, this price competition can be counteracted by the authorized retailers' stocking decision. Interestingly, we observe that the overall supply chain becomes even more efficient when the authorized retailers optimize not only their stocking decision but also their prices. Finally, we extend our model to consider the cases where the demand can be correlated across retailers.
灰色市场是由那些未经授权销售制造商品牌产品的零售商创造的。与国际灰色市场类似,国内灰色市场是一种日益增长的现象,其对供应链的影响尚不清楚。根据这一观察和我们自己的经验,我们考虑了一个由一家制造商和几家授权零售商组成的供应链,这些零售商面临着报贩问题和国内灰色市场。虽然灰色市场为这些零售商提供了一个清理过剩库存的机会(库存修正效应),但它也可能对他们的需求构成威胁(需求蚕食效应)。我们首先通过假设MSRP环境来描述新兴均衡,其中授权零售商不能改变主要市场价格。比较去中心化和集中化系统,我们表明批发定价合同在灰色市场环境中是相当有效的;我们解释了潜在的机制,并指出了一些可能损害效率的操作决策。我们还推导出灰色市场出现的条件和灰色市场不出现的条件。我们表明,灰色市场价格决定了需求蚕食的负面影响和库存调整的积极影响的程度,这反过来又决定了灰色市场对零售商库存选择的净影响,并最终决定了制造商的利润。然后,我们研究了授权零售商作为定价新闻供应商的问题。我们观察到,灰色市场造成授权零售商和未经授权零售商之间的价格竞争,导致一级市场价格下降。然而,这种价格竞争可以被授权零售商的库存决策所抵消。有趣的是,我们观察到,当授权零售商不仅优化他们的库存决策,而且优化他们的价格时,整个供应链变得更加高效。最后,我们扩展了我们的模型,以考虑需求可以跨零售商相关的情况。
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引用次数: 23
Why 787 Delays Were Inevitable? 为何787客机延误不可避免?
Pub Date : 2015-08-19 DOI: 10.2139/ssrn.2647588
Yao Zhao
Boeing 787, the Dreamliner, was the fastest-selling plane ever in the commercial aviation industry. However, its development was a nightmare – the first flight was delayed by 26 months, and the first delivery was delayed by 40 months with a cost overrun of at least $11 billion. By a comprehensive empirical study of the actual events and facts, we find strong evidence to suggest that a majority of the delays were intentional. An economic analysis of incentives and gaming behaviors in joint development projects discovers that the 787’s risk-sharing partnership forced Boeing and its partners to share the “wrong” risk. This led the firms into a Prisoner’s Dilemma, where delays were in the best interests of these firms, although doing so drove them into a disaster. We reconcile the economic analysis with the empirical evidence to reveal the rationale behind many seemingly irrational behaviors that delayed this program. Finally, we suggest a new “fair sharing” partnership to share the “right” risk and greatly alleviate delays for development programs of this kind.
波音787梦想飞机是商用航空业有史以来销售最快的飞机。然而,它的发展是一场噩梦——首飞推迟了26个月,首次交付推迟了40个月,成本超支至少110亿美元。通过对实际事件和事实的全面实证研究,我们发现强有力的证据表明,大多数延误是故意的。对联合开发项目中激励机制和博弈行为的经济分析发现,787的风险共担伙伴关系迫使波音及其合作伙伴分担了“错误的”风险。这导致这些公司陷入了囚徒困境,拖延是这些公司的最大利益所在,尽管这样做会让它们陷入灾难。我们将经济分析与经验证据结合起来,揭示了许多看似非理性的行为背后的基本原理,这些行为推迟了这一计划。最后,我们建议建立一种新的“公平分担”伙伴关系,以分担“正确的”风险,并大大减轻此类开发项目的延误。
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引用次数: 2
A Triple Hazard Model for Price and Sales Crashes of New High-Technology Products 高新技术产品价格与销售崩溃的三重风险模型
Pub Date : 2015-07-06 DOI: 10.2139/ssrn.2631705
Carlos H. Mireles, Georgios Effraimidis
The author propose a triple hazard model to analyze a phenomenon that occurs for information and high-technology new products that face short life cycles: the sales crash, the price crash, and the sales recovery. The model can untangle three important sources of variation in these interdependent events: i) lagged-event causality, ii) heterogeneity due to observed factors, and iii) heterogeneity due to unobserved (and possibly) correlated factors.Results suggest that the price crash involves a 23% drop in the introductory price. The sales crash amounts to 60% drop in peak introductory unit sales. The occurrence of a price crash significantly decreases the hazard of a sales crash whereas the occurrence of a sales crash significantly increases the hazard of a price crash. The latter effect is significantly stronger than the former. The price crash significantly increases the hazard rate of a sales recovery whereas the sales recovery has a positive but insignificant effect on the occurrence of a price crash. The findings and model have important implications for managers of information and technology new products.
作者提出了一个三重风险模型来分析信息和高科技新产品面临短生命周期的现象:销售崩溃、价格崩溃和销售恢复。该模型可以理清这些相互依存事件中三个重要的变化来源:1)滞后事件因果关系,2)由于观察到的因素造成的异质性,以及3)由于未观察到的(可能)相关因素造成的异质性。结果表明,价格暴跌涉及23%的入门价格下降。销售暴跌相当于介绍性销售的峰值下降了60%。价格崩溃的发生显著降低了销售崩溃的危险,而销售崩溃的发生显著增加了价格崩溃的危险。后者的影响明显强于前者。价格崩溃显著增加了销售恢复的风险率,而销售恢复对价格崩溃的发生有积极但不显著的影响。研究结果和模型对信息技术新产品的管理者具有重要的启示意义。
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引用次数: 0
Market Failure in the Diffusion of Consumer-Developed Innovations: Patterns in Finland 消费者发展创新扩散中的市场失灵:芬兰的模式
Pub Date : 2015-06-01 DOI: 10.2139/ssrn.2426498
Jeroen de Jong, E. von Hippel, F. Gault, J. Kuusisto, C. Raasch
Empirical studies have shown that millions of individual users develop new products and services to serve their own needs. The economic impact of this phenomenon increases if and as adopters in addition to the initial innovators also gain benefits from those user-developed innovations. It has been argued that the diffusion of user-developed innovations is negatively affected by a new type of market failure: value that others may gain from a user-developed product can often be an externality to consumer-developers. As a result, consumer innovators may not invest in supporting diffusion to the extent that would be socially optimal. In this paper, we utilize a broad sample of consumers in Finland to explore the extent to which innovations developed by individual users are deemed of potential value to others, and the extent to which they diffuse as a function of perceived general value. Our empirical analysis supports the hypothesis that a market failure is affecting the diffusion of user innovations developed by consumers for their own use. Implications and possible remedies are discussed.
实证研究表明,数以百万计的个人用户开发新的产品和服务,以满足自己的需求。如果采用者和最初的创新者也从用户开发的创新中获益,这种现象的经济影响就会增加。有人认为,用户开发的创新的扩散受到一种新型市场失灵的负面影响:其他人可能从用户开发的产品中获得的价值往往是消费者开发者的外部性。因此,消费者创新者可能不会在支持传播方面投资到社会最优的程度。在本文中,我们利用芬兰消费者的广泛样本来探索个人用户开发的创新在多大程度上被认为对他人具有潜在价值,以及它们作为感知一般价值的函数扩散的程度。我们的实证分析支持市场失灵正在影响消费者为自己使用而开发的用户创新扩散的假设。讨论了影响和可能的补救措施。
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引用次数: 128
Poaching Workers in a Supply Chain: Enemy from Within? 在供应链中挖人:来自内部的敌人?
Pub Date : 2015-02-03 DOI: 10.2139/ssrn.2560084
Evan Barlow, Gad Allon, Achal Bassamboo
Poaching is the prevalent practice of recruiting workers who are already employed elsewhere. Economy-wide, it represents the primary mode by which workers flow directly from one firm to another. In this paper, we examine the interaction between the flow of goods and the flow of workers (via poaching) between firms linked in a supply chain. We find that the direction of worker poaching between supply chain partners can run counter to classical labor economics results. Specifically, in a supply chain, the less productive firm may offer its workers higher wages and poach workers from the more productive firm. We also find that worker flows accomplished via poaching impact supply chain management. First, we find that the identity of supply chain bottleneck may depend on whether poaching is available as a means to accomplish worker flows. Next, we find that the benefits of worker flows between supply chain partners in some cases outweigh the costs incurred, so no-poaching agreements would be worse for some supply chains. This net benefit of poaching between members of a supply chain is robust to the presence of outside labor market competitors as long as the competitors do not have high productivity. Thus, poaching workers from supply chain partners can often increase the benefit of operating in manufacturing hubs for all supply chain members.
偷猎是一种普遍的做法,即招募已经在其他地方工作的工人。在整个经济范围内,它代表了工人直接从一家公司流向另一家公司的主要模式。在本文中,我们研究了供应链中企业之间的货物流动和工人流动(通过挖角)之间的相互作用。我们发现,供应链合作伙伴之间偷猎工人的方向可能与经典的劳动经济学结果背道而驰。具体来说,在供应链中,生产率较低的公司可能会给工人提供更高的工资,并从生产率较高的公司挖走工人。我们还发现,通过偷猎实现的工人流动会影响供应链管理。首先,我们发现供应链瓶颈的身份可能取决于挖角是否可用作为实现工人流动的手段。接下来,我们发现,在某些情况下,供应链合作伙伴之间的工人流动带来的好处超过了产生的成本,因此,无挖角协议对某些供应链来说更糟糕。只要竞争对手的生产率不高,供应链成员之间挖角的净收益对外部劳动力市场竞争对手的存在是强劲的。因此,从供应链合作伙伴那里挖走工人通常可以增加所有供应链成员在制造中心运营的利益。
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引用次数: 0
期刊
Technology (Elmsford, N.Y.)
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