Antimicrobial resistance is a global threat that if left unchecked could lead to 10 million annual mortalities by 2050. One factor contributing to the rise of multi-drug-resistant (MDR) pathogens is the reliance on traditional culture-based pathogen identification (ID) and antimicrobial susceptibility testing (AST) that typically takes several days. This delay of objective pathogen ID and AST information to inform clinical decision making results in clinicians treating patients empirically often using first-line, broad-spectrum antibiotics, contributing to the misuse/overuse of antibiotics. To combat the rise in MDR pathogens, there is a critical demand for rapid ID and AST technologies. Among the advances in ID and AST technologies in the past decade, single-cell diagnostic technologies powered by droplet microfluidics offer great promise due to their potential for high-sensitivity detection and rapid turnaround time. Our laboratory has been at the forefront of developing such technologies and applying them to diagnosing urinary tract infections (UTIs), one of the most common infections and a frequent reason for the prescription of antimicrobials. For pathogen ID, we first demonstrated the highly sensitive, amplification-free detection of single bacterial cells by confining them in picoliter-scale droplets and detection with fluorogenic peptide nucleic acid (PNA) probes that target their 16S rRNA (rRNA), a well-characterized marker for phylogenic classification. We subsequently improved the PNA probe design and enhanced detection sensitivity. For single-cell AST, we first employed a growth indicator dye and engineered an integrated device that allows us to detect growth from single bacterial cells under antibiotic exposure within 1 h, equivalent to two to three bacterial replications. To expand beyond testing a single antibiotic condition per device, a common limitation for droplet microfluidics, we developed an integrated programmable droplet microfluidic device for scalable single-cell AST. Using the scalable single-cell AST platform, we demonstrated the generation of up to 32 droplet groups in a single device with custom antibiotic titers and the capacity to scale up single-cell AST, and providing reliable pathogen categories beyond a binary call embodies a critical advance. Finally, we developed an integrated ID and AST platform. To this end, we developed a PNA probe panel that can identify nearly 90% of uropathogens and showed the quantitative detection of 16S rRNA from single bacterial cells in droplet-enabled AST after as little as 10 min of antibiotic exposure. This platform achieved both ID and AST from minimally processed urine samples in 30 min, representing one of the fastest turnaround times to date. In addition to tracing the development of our technologies, we compare them with contemporary research advances and offer our perspectives for future development, with the vision that single-cell ID and AST technologies powered by droplet microfluidics can indeed become a useful diagnostic tool for combating antimicrobial resistance.
机构:
Velox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Abram, Timothy J.
Cherukury, Hemanth
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Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USA
Univ Calif Irvine, Dept Pharmaceut Sci, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Cherukury, Hemanth
Ou, Chen-Yin
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Velox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Ou, Chen-Yin
Tam Vu
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Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USA
Univ Calif Irvine, Dept Biomed Engn, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Tam Vu
Toledano, Michael
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Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Toledano, Michael
Li, Yiyan
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Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USA
Ft Lewis Coll, Dept Phys & Engn, Durango, CO 81301 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Li, Yiyan
Grunwald, Jonathan T.
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Velox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Grunwald, Jonathan T.
Toosky, Melody N.
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Velox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Toosky, Melody N.
Tifrea, Delia F.
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Univ Calif Irvine, Dept Pathol & Lab Med, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Tifrea, Delia F.
Slepenkin, Anatoly
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Univ Calif Irvine, Dept Pathol & Lab Med, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Slepenkin, Anatoly
Chong, Jonathan
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Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Chong, Jonathan
Kong, Lingshun
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Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Kong, Lingshun
Del Pozo, Domenica Vanessa
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Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Del Pozo, Domenica Vanessa
Kieu Thai La
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Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Kieu Thai La
Labanieh, Louai
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Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Labanieh, Louai
Zimak, Jan
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Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Zimak, Jan
Shen, Byron
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Velox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Shen, Byron
Huang, Susan S.
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UCI Sch Med, Div Infect Dis, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Huang, Susan S.
Gratton, Enrico
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Univ Calif Irvine, Dept Biomed Engn, Irvine, CA 92697 USA
Univ Calif Irvine, Lab Fluorescence Dynam, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Gratton, Enrico
Peterson, Ellena M.
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Univ Calif Irvine, Dept Pathol & Lab Med, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Peterson, Ellena M.
Zhao, Weian
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Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USA
Univ Calif Irvine, Dept Pharmaceut Sci, Irvine, CA 92697 USA
Univ Calif Irvine, Dept Biomed Engn, Irvine, CA 92697 USA
Univ Calif Irvine, Chao Family Comprehens Canc Ctr, Irvine, CA 92697 USA
Univ Calif Irvine, Edwards Life Sci Ctr Adv Cardiovasc Technol, Irvine, CA 92697 USA
Univ Calif Irvine, Dept Biol Chem, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
机构:
Univ Arizona, Dept Aerosp & Mech Engn, Tucson, AZ 85721 USA
Penn State Univ, Dept Biomed Engn, University Pk, PA 16802 USAStanford Univ, Sch Med, Dept Urol, 300 Pasteur Dr,S-287, Stanford, CA 94305 USA
Wong, Pak Kin
Gau, Vincent
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GeneFluidics, Irwindale, CA USAStanford Univ, Sch Med, Dept Urol, 300 Pasteur Dr,S-287, Stanford, CA 94305 USA
Gau, Vincent
Banaei, Niaz
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Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAStanford Univ, Sch Med, Dept Urol, 300 Pasteur Dr,S-287, Stanford, CA 94305 USA
Banaei, Niaz
Liao, Joseph C.
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Stanford Univ, Sch Med, Dept Urol, 300 Pasteur Dr,S-287, Stanford, CA 94305 USA
Vet Affairs Palo Alto Hlth Care Syst, Palo Alto, CA USAStanford Univ, Sch Med, Dept Urol, 300 Pasteur Dr,S-287, Stanford, CA 94305 USA
机构:
Technion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, IsraelTechnion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Avesar, Jonathan
Rosenfeld, Dekel
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Technion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, IsraelTechnion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Rosenfeld, Dekel
Truman-Rosentsvit, Marianna
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Technion Israel Inst Technol, Fac Mech Engn, IL-3200003 Haifa, IsraelTechnion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Truman-Rosentsvit, Marianna
Ben-Arye, Tom
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Technion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Technion Israel Inst Technol, Russell Berrie Nanotechnol Inst, IL-3200003 Haifa, IsraelTechnion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Ben-Arye, Tom
Geffen, Yuval
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机构:
Rambam Hlth Care Campus, Microbiol Lab, IL-3109601 Haifa, IsraelTechnion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Geffen, Yuval
Bercovici, Moran
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Technion Israel Inst Technol, Fac Mech Engn, IL-3200003 Haifa, IsraelTechnion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Bercovici, Moran
Levenberg, Shulamit
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Technion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Technion Israel Inst Technol, Russell Berrie Nanotechnol Inst, IL-3200003 Haifa, IsraelTechnion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Massachusetts Gen Hosp, Dept Med, Infect Dis Div, Boston, MA 02114 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Bhattacharyya, Roby P.
Bandyopadhyay, Nirmalya
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Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Bandyopadhyay, Nirmalya
Ma, Peijun
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Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Ma, Peijun
Son, Sophie S.
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Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Son, Sophie S.
Liu, Jamin
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Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Liu, Jamin
He, Lorrie L.
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Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
He, Lorrie L.
Wu, Lidan
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NanoString Technol Inc, Seattle, WA USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Wu, Lidan
Khafizov, Rustem
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NanoString Technol Inc, Seattle, WA USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Khafizov, Rustem
Boykin, Rich
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NanoString Technol Inc, Seattle, WA USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Boykin, Rich
Cerqueira, Gustavo C.
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机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Personal Genome Diagnost, Ellicott City, MD USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Cerqueira, Gustavo C.
Pironti, Alejandro
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机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Pironti, Alejandro
Rudy, Robert F.
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h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Rudy, Robert F.
Patel, Milesh M.
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Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Patel, Milesh M.
Yang, Rui
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Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Yang, Rui
Skerry, Jennifer
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Massachusetts Gen Hosp, Dept Pathol, Microbiol Lab, Boston, MA 02114 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Skerry, Jennifer
Nazarian, Elizabeth
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New York State Dept Hlth, Wadsworth Ctr, Albany, NY USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Nazarian, Elizabeth
Musser, Kimberly A.
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New York State Dept Hlth, Wadsworth Ctr, Albany, NY USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Musser, Kimberly A.
Taylor, Jill
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New York State Dept Hlth, Wadsworth Ctr, Albany, NY USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Taylor, Jill
Pierce, Virginia M.
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Massachusetts Gen Hosp, Dept Pathol, Microbiol Lab, Boston, MA 02114 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Pierce, Virginia M.
Earl, Ashlee M.
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Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Earl, Ashlee M.
Cosimi, Lisa A.
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Brigham & Womens Hosp, Dept Med, Infect Dis Div, 75 Francis St, Boston, MA 02115 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Cosimi, Lisa A.
Shoresh, Noam
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机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Shoresh, Noam
Beechem, Joseph
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NanoString Technol Inc, Seattle, WA USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Beechem, Joseph
Livny, Jonathan
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h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Livny, Jonathan
Hung, Deborah T.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Harvard Med Sch, Dept Genet, Boston, MA 02115 USA
Massachusetts Gen Hosp, Dept Mol Biol, Boston, MA 02114 USA
Massachusetts Gen Hosp, Ctr Computat & Integrat Biol, Boston, MA 02114 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
机构:
Velox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Abram, Timothy J.
Cherukury, Hemanth
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h-index: 0
机构:
Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USA
Univ Calif Irvine, Dept Pharmaceut Sci, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Cherukury, Hemanth
Ou, Chen-Yin
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h-index: 0
机构:
Velox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Ou, Chen-Yin
Tam Vu
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h-index: 0
机构:
Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USA
Univ Calif Irvine, Dept Biomed Engn, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Tam Vu
Toledano, Michael
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h-index: 0
机构:
Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Toledano, Michael
Li, Yiyan
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h-index: 0
机构:
Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USA
Ft Lewis Coll, Dept Phys & Engn, Durango, CO 81301 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Li, Yiyan
Grunwald, Jonathan T.
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h-index: 0
机构:
Velox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Grunwald, Jonathan T.
Toosky, Melody N.
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h-index: 0
机构:
Velox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Toosky, Melody N.
Tifrea, Delia F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Dept Pathol & Lab Med, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Tifrea, Delia F.
Slepenkin, Anatoly
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Dept Pathol & Lab Med, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Slepenkin, Anatoly
Chong, Jonathan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Chong, Jonathan
Kong, Lingshun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Kong, Lingshun
Del Pozo, Domenica Vanessa
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Del Pozo, Domenica Vanessa
Kieu Thai La
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Kieu Thai La
Labanieh, Louai
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Labanieh, Louai
Zimak, Jan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Zimak, Jan
Shen, Byron
论文数: 0引用数: 0
h-index: 0
机构:
Velox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Shen, Byron
Huang, Susan S.
论文数: 0引用数: 0
h-index: 0
机构:
UCI Sch Med, Div Infect Dis, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Huang, Susan S.
Gratton, Enrico
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Dept Biomed Engn, Irvine, CA 92697 USA
Univ Calif Irvine, Lab Fluorescence Dynam, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Gratton, Enrico
Peterson, Ellena M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Dept Pathol & Lab Med, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
Peterson, Ellena M.
Zhao, Weian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Sue & Bill Gross Stein Cell Res Ctr, 845 Hlth Sci Rd,Suite 3027, Irvine, CA 92697 USA
Univ Calif Irvine, Dept Pharmaceut Sci, Irvine, CA 92697 USA
Univ Calif Irvine, Dept Biomed Engn, Irvine, CA 92697 USA
Univ Calif Irvine, Chao Family Comprehens Canc Ctr, Irvine, CA 92697 USA
Univ Calif Irvine, Edwards Life Sci Ctr Adv Cardiovasc Technol, Irvine, CA 92697 USA
Univ Calif Irvine, Dept Biol Chem, Irvine, CA 92697 USAVelox Biosyst, 5 Mason,Suite 160, Irvine, CA 92618 USA
机构:
Univ Arizona, Dept Aerosp & Mech Engn, Tucson, AZ 85721 USA
Penn State Univ, Dept Biomed Engn, University Pk, PA 16802 USAStanford Univ, Sch Med, Dept Urol, 300 Pasteur Dr,S-287, Stanford, CA 94305 USA
Wong, Pak Kin
Gau, Vincent
论文数: 0引用数: 0
h-index: 0
机构:
GeneFluidics, Irwindale, CA USAStanford Univ, Sch Med, Dept Urol, 300 Pasteur Dr,S-287, Stanford, CA 94305 USA
Gau, Vincent
Banaei, Niaz
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAStanford Univ, Sch Med, Dept Urol, 300 Pasteur Dr,S-287, Stanford, CA 94305 USA
Banaei, Niaz
Liao, Joseph C.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Dept Urol, 300 Pasteur Dr,S-287, Stanford, CA 94305 USA
Vet Affairs Palo Alto Hlth Care Syst, Palo Alto, CA USAStanford Univ, Sch Med, Dept Urol, 300 Pasteur Dr,S-287, Stanford, CA 94305 USA
机构:
Technion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, IsraelTechnion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Avesar, Jonathan
Rosenfeld, Dekel
论文数: 0引用数: 0
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机构:
Technion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, IsraelTechnion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Rosenfeld, Dekel
Truman-Rosentsvit, Marianna
论文数: 0引用数: 0
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机构:
Technion Israel Inst Technol, Fac Mech Engn, IL-3200003 Haifa, IsraelTechnion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Truman-Rosentsvit, Marianna
Ben-Arye, Tom
论文数: 0引用数: 0
h-index: 0
机构:
Technion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Technion Israel Inst Technol, Russell Berrie Nanotechnol Inst, IL-3200003 Haifa, IsraelTechnion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Ben-Arye, Tom
Geffen, Yuval
论文数: 0引用数: 0
h-index: 0
机构:
Rambam Hlth Care Campus, Microbiol Lab, IL-3109601 Haifa, IsraelTechnion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Geffen, Yuval
Bercovici, Moran
论文数: 0引用数: 0
h-index: 0
机构:
Technion Israel Inst Technol, Fac Mech Engn, IL-3200003 Haifa, IsraelTechnion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Bercovici, Moran
Levenberg, Shulamit
论文数: 0引用数: 0
h-index: 0
机构:
Technion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
Technion Israel Inst Technol, Russell Berrie Nanotechnol Inst, IL-3200003 Haifa, IsraelTechnion Israel Inst Technol, Fac Biomed Engn, IL-3200003 Haifa, Israel
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Massachusetts Gen Hosp, Dept Med, Infect Dis Div, Boston, MA 02114 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Bhattacharyya, Roby P.
Bandyopadhyay, Nirmalya
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Bandyopadhyay, Nirmalya
Ma, Peijun
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Ma, Peijun
Son, Sophie S.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Son, Sophie S.
Liu, Jamin
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Liu, Jamin
He, Lorrie L.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
He, Lorrie L.
Wu, Lidan
论文数: 0引用数: 0
h-index: 0
机构:
NanoString Technol Inc, Seattle, WA USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Wu, Lidan
Khafizov, Rustem
论文数: 0引用数: 0
h-index: 0
机构:
NanoString Technol Inc, Seattle, WA USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Khafizov, Rustem
Boykin, Rich
论文数: 0引用数: 0
h-index: 0
机构:
NanoString Technol Inc, Seattle, WA USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Boykin, Rich
Cerqueira, Gustavo C.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Personal Genome Diagnost, Ellicott City, MD USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Cerqueira, Gustavo C.
Pironti, Alejandro
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Pironti, Alejandro
Rudy, Robert F.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Rudy, Robert F.
Patel, Milesh M.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Patel, Milesh M.
Yang, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Yang, Rui
Skerry, Jennifer
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Dept Pathol, Microbiol Lab, Boston, MA 02114 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Skerry, Jennifer
Nazarian, Elizabeth
论文数: 0引用数: 0
h-index: 0
机构:
New York State Dept Hlth, Wadsworth Ctr, Albany, NY USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Nazarian, Elizabeth
Musser, Kimberly A.
论文数: 0引用数: 0
h-index: 0
机构:
New York State Dept Hlth, Wadsworth Ctr, Albany, NY USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Musser, Kimberly A.
Taylor, Jill
论文数: 0引用数: 0
h-index: 0
机构:
New York State Dept Hlth, Wadsworth Ctr, Albany, NY USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Taylor, Jill
Pierce, Virginia M.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Dept Pathol, Microbiol Lab, Boston, MA 02114 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Pierce, Virginia M.
Earl, Ashlee M.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Earl, Ashlee M.
Cosimi, Lisa A.
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Infect Dis Div, 75 Francis St, Boston, MA 02115 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Cosimi, Lisa A.
Shoresh, Noam
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Shoresh, Noam
Beechem, Joseph
论文数: 0引用数: 0
h-index: 0
机构:
NanoString Technol Inc, Seattle, WA USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Beechem, Joseph
Livny, Jonathan
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Livny, Jonathan
Hung, Deborah T.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA
Harvard Med Sch, Dept Genet, Boston, MA 02115 USA
Massachusetts Gen Hosp, Dept Mol Biol, Boston, MA 02114 USA
Massachusetts Gen Hosp, Ctr Computat & Integrat Biol, Boston, MA 02114 USABroad Inst MIT & Harvard, Infect Dis & Microbiome Program, Cambridge, MA 02142 USA