Advancements in bulk and microfluidic emulsion methodologies have enabled highly efficient, high-throughput implementations of biochemical assays. Spray-based techniques offer rapid generation, droplet immobilization, and accessibility, but remain relatively underutilized, likely because they result in random and polydisperse droplets. However, the polydisperse characteristic can be leveraged; at sufficiently high droplet numbers, sequential sprays will generate mixed droplets which effectively populate a combinatorial space. In this paper, we present a method involving the sequential spraying and mixing of solutions encoded with fluorophores. This generates combinatorial droplets with quantifiable concentrations that can be imaged over time. To demonstrate the method's performance and utility, we use it to investigate synergistic and antagonistic pairwise antibiotic interactions.
机构:
Pathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
First Oncol Res & Advisory Ctr, Dept Personalized Med, Moscow, RussiaPathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
Venkova, Larisa
Aliper, Alexander
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Pathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
D Rogachyov Fed Res Ctr Pediat Hematol Oncol & Im, Lab Bioinformat, Moscow, RussiaPathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
Aliper, Alexander
Suntsova, Maria
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机构:
Pathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
First Oncol Res & Advisory Ctr, Dept Personalized Med, Moscow, Russia
D Rogachyov Fed Res Ctr Pediat Hematol Oncol & Im, Lab Bioinformat, Moscow, RussiaPathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
Suntsova, Maria
Kholodenko, Roman
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机构:
Shemyakin Ovchinnikov Inst Bioorgan Chem, Grp Genom Regulat Cell Signaling Syst, Moscow, RussiaPathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
Kholodenko, Roman
Shepelin, Denis
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机构:
Pathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
Shemyakin Ovchinnikov Inst Bioorgan Chem, Grp Genom Regulat Cell Signaling Syst, Moscow, RussiaPathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
Shepelin, Denis
Borisov, Nicolas
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机构:
Pathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
First Oncol Res & Advisory Ctr, Dept Personalized Med, Moscow, RussiaPathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
Borisov, Nicolas
Malakhova, Galina
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机构:
Shemyakin Ovchinnikov Inst Bioorgan Chem, Grp Genom Regulat Cell Signaling Syst, Moscow, RussiaPathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
Malakhova, Galina
Vasilov, Raif
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机构:
Natl Res Ctr, Kurchatov Inst, Ctr Convergence Nano Bio Informat & Cognit Sci &, Moscow, RussiaPathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
Vasilov, Raif
Roumiantsev, Sergey
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机构:
D Rogachyov Fed Res Ctr Pediat Hematol Oncol & Im, Lab Bioinformat, Moscow, Russia
Pirogov Russian Natl Res Med Univ, Dept Oncol Hematol & Radiotherapy, Moscow, Russia
Moscow Inst Phys & Technol, Dept Translat & Regenerat Med, Dolgoprudnyi, Moscow Region, RussiaPathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
Roumiantsev, Sergey
Zhavoronkov, Alex
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机构:
D Rogachyov Fed Res Ctr Pediat Hematol Oncol & Im, Lab Bioinformat, Moscow, Russia
Johns Hopkins Univ, Insilico Med Inc, ETC, Baltimore, MD USAPathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
Zhavoronkov, Alex
Buzdin, Anton
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机构:
D Rogachyov Fed Res Ctr Pediat Hematol Oncol & Im, Lab Bioinformat, Moscow, Russia
Shemyakin Ovchinnikov Inst Bioorgan Chem, Grp Genom Regulat Cell Signaling Syst, Moscow, Russia
Natl Res Ctr, Kurchatov Inst, Ctr Convergence Nano Bio Informat & Cognit Sci &, Moscow, RussiaPathway Pharmaceut, Drug Res & Design Dept, Hong Kong, Hong Kong, Peoples R China
机构:
Univ Hong Kong, Dept Mech Engn, Pokfulam Rd, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Mech Engn, Pokfulam Rd, Hong Kong, Peoples R China
Nan, Lang
Cao, Yang
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机构:
Univ Hong Kong, Dept Mech Engn, Pokfulam Rd, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Mech Engn, Pokfulam Rd, Hong Kong, Peoples R China
Cao, Yang
Yuan, Shuai
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机构:
Univ Hong Kong, Dept Elect & Elect Engn, Pokfulam Rd, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Mech Engn, Pokfulam Rd, Hong Kong, Peoples R China
Yuan, Shuai
Shum, Ho Cheung
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机构:
Univ Hong Kong, Dept Mech Engn, Pokfulam Rd, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Mech Engn, Pokfulam Rd, Hong Kong, Peoples R China
机构:
China Med Univ, Minist Publ Hlth, Key Lab Cell Biol, Dept Cell Biol, Shenyang 110122, Liaoning, Peoples R China
China Med Univ, Minist Educ, Key Lab Med Cell Biol, Shenyang 110122, Liaoning, Peoples R ChinaChina Med Univ, Minist Publ Hlth, Key Lab Cell Biol, Dept Cell Biol, Shenyang 110122, Liaoning, Peoples R China
Du, Xiaohui
Li, Wanming
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机构:
China Med Univ, Minist Publ Hlth, Key Lab Cell Biol, Dept Cell Biol, Shenyang 110122, Liaoning, Peoples R China
China Med Univ, Minist Educ, Key Lab Med Cell Biol, Shenyang 110122, Liaoning, Peoples R ChinaChina Med Univ, Minist Publ Hlth, Key Lab Cell Biol, Dept Cell Biol, Shenyang 110122, Liaoning, Peoples R China
Li, Wanming
Du, Guansheng
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机构:
Zhejiang Univ, Inst Microanalyt Syst, Dept Chem, Hangzhou 310058, Zhejiang, Peoples R ChinaChina Med Univ, Minist Publ Hlth, Key Lab Cell Biol, Dept Cell Biol, Shenyang 110122, Liaoning, Peoples R China
Du, Guansheng
Cho, Hansang
论文数: 0引用数: 0
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机构:
Univ Calif Berkeley, Dept Bioengn, Berkeley, CA 94720 USAChina Med Univ, Minist Publ Hlth, Key Lab Cell Biol, Dept Cell Biol, Shenyang 110122, Liaoning, Peoples R China
Cho, Hansang
Yu, Min
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机构:
China Med Univ, Minist Publ Hlth, Key Lab Cell Biol, Dept Cell Biol, Shenyang 110122, Liaoning, Peoples R China
China Med Univ, Minist Educ, Key Lab Med Cell Biol, Shenyang 110122, Liaoning, Peoples R ChinaChina Med Univ, Minist Publ Hlth, Key Lab Cell Biol, Dept Cell Biol, Shenyang 110122, Liaoning, Peoples R China
Yu, Min
Fang, Qun
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机构:
Zhejiang Univ, Inst Microanalyt Syst, Dept Chem, Hangzhou 310058, Zhejiang, Peoples R ChinaChina Med Univ, Minist Publ Hlth, Key Lab Cell Biol, Dept Cell Biol, Shenyang 110122, Liaoning, Peoples R China
Fang, Qun
Lee, Luke P.
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机构:
Univ Calif Berkeley, Dept Bioengn, Berkeley, CA 94720 USAChina Med Univ, Minist Publ Hlth, Key Lab Cell Biol, Dept Cell Biol, Shenyang 110122, Liaoning, Peoples R China
Lee, Luke P.
Fang, Jin
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机构:
China Med Univ, Minist Publ Hlth, Key Lab Cell Biol, Dept Cell Biol, Shenyang 110122, Liaoning, Peoples R China
China Med Univ, Minist Educ, Key Lab Med Cell Biol, Shenyang 110122, Liaoning, Peoples R ChinaChina Med Univ, Minist Publ Hlth, Key Lab Cell Biol, Dept Cell Biol, Shenyang 110122, Liaoning, Peoples R China
机构:
Univ Minho, Res Grp Biomat Biodegradables & Biomimet 3Bs, P-480690 Taipas, Guimaraes, Portugal
ICVS 3BsPT Govt Associate Lab, Braga, PortugalUniv Minho, Res Grp Biomat Biodegradables & Biomimet 3Bs, P-480690 Taipas, Guimaraes, Portugal
Neto, A. I.
Correia, C. R.
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机构:
Univ Minho, Res Grp Biomat Biodegradables & Biomimet 3Bs, P-480690 Taipas, Guimaraes, Portugal
ICVS 3BsPT Govt Associate Lab, Braga, PortugalUniv Minho, Res Grp Biomat Biodegradables & Biomimet 3Bs, P-480690 Taipas, Guimaraes, Portugal
Correia, C. R.
Oliveira, M. B.
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机构:
Univ Minho, Res Grp Biomat Biodegradables & Biomimet 3Bs, P-480690 Taipas, Guimaraes, Portugal
ICVS 3BsPT Govt Associate Lab, Braga, PortugalUniv Minho, Res Grp Biomat Biodegradables & Biomimet 3Bs, P-480690 Taipas, Guimaraes, Portugal
Oliveira, M. B.
Rial-Hermida, M. I.
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机构:
Univ Santiago de Compostela, Dept Farm & Tecnol Farmaceut, Santiago De Compostela 15782, SpainUniv Minho, Res Grp Biomat Biodegradables & Biomimet 3Bs, P-480690 Taipas, Guimaraes, Portugal
Rial-Hermida, M. I.
Alvarez-Lorenzo, C.
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机构:
Univ Santiago de Compostela, Dept Farm & Tecnol Farmaceut, Santiago De Compostela 15782, SpainUniv Minho, Res Grp Biomat Biodegradables & Biomimet 3Bs, P-480690 Taipas, Guimaraes, Portugal
Alvarez-Lorenzo, C.
Reis, R. L.
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机构:
Univ Minho, Res Grp Biomat Biodegradables & Biomimet 3Bs, P-480690 Taipas, Guimaraes, Portugal
ICVS 3BsPT Govt Associate Lab, Braga, PortugalUniv Minho, Res Grp Biomat Biodegradables & Biomimet 3Bs, P-480690 Taipas, Guimaraes, Portugal
Reis, R. L.
Mano, J. F.
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机构:
Univ Minho, Res Grp Biomat Biodegradables & Biomimet 3Bs, P-480690 Taipas, Guimaraes, Portugal
ICVS 3BsPT Govt Associate Lab, Braga, PortugalUniv Minho, Res Grp Biomat Biodegradables & Biomimet 3Bs, P-480690 Taipas, Guimaraes, Portugal
机构:
Seoul Natl Univ, BioMAX Inst, Sch Chem & Biol Engn, Seoul 151744, South KoreaSeoul Natl Univ, BioMAX Inst, Sch Chem & Biol Engn, Seoul 151744, South Korea
Kim, Jeong Ah
Choi, Jong-Ho
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机构:
Seoul Natl Univ, Interdisciplinary Program Computat Sci & Technol, Seoul 151744, South KoreaSeoul Natl Univ, BioMAX Inst, Sch Chem & Biol Engn, Seoul 151744, South Korea
Choi, Jong-Ho
Kim, Minsoo
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机构:
Seoul Natl Univ, BioMAX Inst, Sch Chem & Biol Engn, Seoul 151744, South KoreaSeoul Natl Univ, BioMAX Inst, Sch Chem & Biol Engn, Seoul 151744, South Korea
Kim, Minsoo
Rhee, Won Jong
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机构:
Incheon Natl Univ, Div Bioengn, Inchon 406772, South KoreaSeoul Natl Univ, BioMAX Inst, Sch Chem & Biol Engn, Seoul 151744, South Korea
Rhee, Won Jong
Son, Boram
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机构:
Seoul Natl Univ, BioMAX Inst, Sch Chem & Biol Engn, Seoul 151744, South KoreaSeoul Natl Univ, BioMAX Inst, Sch Chem & Biol Engn, Seoul 151744, South Korea
Son, Boram
Jung, Hyun-Kyo
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机构:
Seoul Natl Univ, Interdisciplinary Program Computat Sci & Technol, Seoul 151744, South Korea
Seoul Natl Univ, Dept Elect & Comp Engn, Seoul 151744, South KoreaSeoul Natl Univ, BioMAX Inst, Sch Chem & Biol Engn, Seoul 151744, South Korea
Jung, Hyun-Kyo
Park, Tai Hyun
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机构:
Seoul Natl Univ, BioMAX Inst, Sch Chem & Biol Engn, Seoul 151744, South KoreaSeoul Natl Univ, BioMAX Inst, Sch Chem & Biol Engn, Seoul 151744, South Korea