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血清衍生培养基中的筛选揭示了对靶向代谢的化合物的不同反应。

Screening in serum-derived medium reveals differential response to compounds targeting metabolism.

作者信息

Abbott Keene L, Ali Ahmed, Casalena Dominick, Do Brian T, Ferreira Raphael, Cheah Jaime H, Soule Christian K, Deik Amy, Kunchok Tenzin, Schmidt Daniel R, Renner Steffen, Honeder Sophie E, Wu Michelle, Chan Sze Ham, Tseyang Tenzin, Greaves Daniel, Hsu Peggy P, Ng Christopher W, Zhang Chelsea J, Farsidjani Ali, Gramatikov Iva Monique T, Matheson Nicholas J, Lewis Caroline A, Clish Clary B, Rees Matthew G, Roth Jennifer A, Griner Lesley Mathews, Muir Alexander, Auld Douglas S, Heiden Matthew G Vander

机构信息

Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.

Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.

出版信息

bioRxiv. 2023 Feb 27:2023.02.25.529972. doi: 10.1101/2023.02.25.529972.

Abstract

A challenge for screening new candidate drugs to treat cancer is that efficacy in cell culture models is not always predictive of efficacy in patients. One limitation of standard cell culture is a reliance on non-physiological nutrient levels to propagate cells. Which nutrients are available can influence how cancer cells use metabolism to proliferate and impact sensitivity to some drugs, but a general assessment of how physiological nutrients affect cancer cell response to small molecule therapies is lacking. To enable screening of compounds to determine how the nutrient environment impacts drug efficacy, we developed a serum-derived culture medium that supports the proliferation of diverse cancer cell lines and is amenable to high-throughput screening. We used this system to screen several small molecule libraries and found that compounds targeting metabolic enzymes were enriched as having differential efficacy in standard compared to serum-derived medium. We exploited the differences in nutrient levels between each medium to understand why medium conditions affected the response of cells to some compounds, illustrating how this approach can be used to screen potential therapeutics and understand how their efficacy is modified by available nutrients.

摘要

筛选用于治疗癌症的新候选药物面临的一个挑战是,细胞培养模型中的疗效并不总是能够预测患者的疗效。标准细胞培养的一个局限性在于依赖非生理水平的营养物质来培养细胞。可获得的营养物质会影响癌细胞如何利用代谢进行增殖以及对某些药物的敏感性,但目前缺乏对生理营养物质如何影响癌细胞对小分子疗法反应的全面评估。为了能够筛选化合物以确定营养环境如何影响药物疗效,我们开发了一种血清衍生培养基,该培养基支持多种癌细胞系的增殖,并且适用于高通量筛选。我们使用这个系统筛选了几个小分子文库,发现与血清衍生培养基相比,靶向代谢酶的化合物在标准培养基中具有不同的疗效。我们利用每种培养基之间营养水平的差异来理解为什么培养基条件会影响细胞对某些化合物的反应,说明了这种方法如何可用于筛选潜在的治疗药物以及理解可用营养物质如何改变它们的疗效。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3add/10002634/b99a423842a2/nihpp-2023.02.25.529972v1-f0001.jpg

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