Label-free microfluidic cytometry is of increasing interest for single cell analysis due to its advantages of high-throughput, miniaturization, as well as noninvasive detection. Here we develop a next generation label-free light-sheet microfluidic cytometer for single cell analysis by two-dimensional (2D) light scattering measurements. Our cytometer integrates light sheet illumination with a disposable hydrodynamic focusing unit, which can achieve 3D hydrodynamic focusing of a sample fluid to a diameter of 19 micrometer without microfabrication. This integration also improves the signal to noise ratio (SNR) for the acquisition of 2D light scattering patterns from label-free cells. Particle sizing with submicron resolution is achieved by our light-sheet flow cytometer, where Euclidean distance-based similarity measures are performed. Label-free, automatic classification of senescent and normal cells is achieved with a high accuracy rate by incorporating our light-sheet flow cytometry with support vector machine (SVM) algorithms. Our light-sheet microfluidic cytometry with a microfabrication-free hydrodynamic focusing unit may find wide applications for automatic and label-free clinical diagnosis. (c) 2018 Optical Society of America under the terms of the OSA Open Access Publishing Agreement
机构:
Kemal Saracoglu Fdn Children Leukemia & Fight Can, Div Canc Res, Nicosia, CyprusKemal Saracoglu Fdn Children Leukemia & Fight Can, Div Canc Res, Nicosia, Cyprus
Arifler, Dizem
MacAulay, Calum
论文数: 0引用数: 0
h-index: 0
机构:
British Columbia Canc Res Ctr, Dept Integrat Oncol, Imaging Unit, Vancouver, BC V5Z 1L3, CanadaKemal Saracoglu Fdn Children Leukemia & Fight Can, Div Canc Res, Nicosia, Cyprus
MacAulay, Calum
Follen, Michele
论文数: 0引用数: 0
h-index: 0
机构:
Texas Tech Univ, Hlth Sci Ctr, Paul L Foster Sch Med, Dept Obstet & Gynecol, El Paso, TX 79905 USAKemal Saracoglu Fdn Children Leukemia & Fight Can, Div Canc Res, Nicosia, Cyprus
Follen, Michele
Guillaud, Martial
论文数: 0引用数: 0
h-index: 0
机构:
British Columbia Canc Res Ctr, Dept Integrat Oncol, Imaging Unit, Vancouver, BC V5Z 1L3, CanadaKemal Saracoglu Fdn Children Leukemia & Fight Can, Div Canc Res, Nicosia, Cyprus
机构:
MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USAMIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Backman, V
Wallace, MB
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Wallace, MB
Perelman, LT
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Perelman, LT
Arendt, JT
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Arendt, JT
Gurjar, R
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Gurjar, R
Müller, MG
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Müller, MG
Zhang, Q
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Zhang, Q
Zonios, G
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Zonios, G
Kline, E
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Kline, E
McGillican, T
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
McGillican, T
Shapshay, S
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Shapshay, S
Valdez, T
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Valdez, T
Badizadegan, K
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Badizadegan, K
Crawford, JM
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Crawford, JM
Fitzmaurice, M
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Fitzmaurice, M
Kabani, S
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Kabani, S
Levin, HS
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Levin, HS
Seiler, M
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Seiler, M
Dasari, RR
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Dasari, RR
Itzkan, I
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Itzkan, I
Van Dam, J
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Van Dam, J
Feld, MS
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
机构:
Ist Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, ItalyIst Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
Dannhauser, David
Rossi, Domenico
论文数: 0引用数: 0
h-index: 0
机构:
Ist Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, ItalyIst Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
Rossi, Domenico
Memmolo, Pasquale
论文数: 0引用数: 0
h-index: 0
机构:
CNR, Inst Appl Sci & Intelligent Syst E Caianiello, ISASI, Via Campi Flegrei 34, I-80078 Pozzuoli, ItalyIst Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
Memmolo, Pasquale
Causa, Filippo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Napoli Federico II, Interdisciplinary Res Ctr Biomat CRIB, Piazzale Tecchio 80, I-80125 Naples, Italy
Univ Napoli Federico II, Dipartimento Ingn Chim Mat & Prod Ind DICMAPI, Piazzale Tecchio 80, I-80125 Naples, ItalyIst Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
Causa, Filippo
Finizio, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
CNR, Inst Appl Sci & Intelligent Syst E Caianiello, ISASI, Via Campi Flegrei 34, I-80078 Pozzuoli, ItalyIst Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
Finizio, Andrea
Ferraro, Pietro
论文数: 0引用数: 0
h-index: 0
机构:
CNR, Inst Appl Sci & Intelligent Syst E Caianiello, ISASI, Via Campi Flegrei 34, I-80078 Pozzuoli, ItalyIst Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
Ferraro, Pietro
Netti, Paolo A.
论文数: 0引用数: 0
h-index: 0
机构:
Ist Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
Univ Napoli Federico II, Interdisciplinary Res Ctr Biomat CRIB, Piazzale Tecchio 80, I-80125 Naples, Italy
Univ Napoli Federico II, Dipartimento Ingn Chim Mat & Prod Ind DICMAPI, Piazzale Tecchio 80, I-80125 Naples, ItalyIst Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
机构:
Univ Namur, Dept Biol, Fac Sci, Res Unit Cellular Biol URBC,FUNDP, Namur, BelgiumUniv Namur, Dept Biol, Fac Sci, Res Unit Cellular Biol URBC,FUNDP, Namur, Belgium
Debacq-Chainiaux, Florence
Erusalimsky, Jorge D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wales Inst, Cardiff Sch Hlth Sci, Ctr Biomed Res, Cardiff UWIC, Cardiff, S Glam, WalesUniv Namur, Dept Biol, Fac Sci, Res Unit Cellular Biol URBC,FUNDP, Namur, Belgium
Erusalimsky, Jorge D.
Campisi, Judith
论文数: 0引用数: 0
h-index: 0
机构:
Buck Inst Age Res, Novato, CA USA
Univ Calif Berkeley, Lawrence Berkeley Lab, Div Life Sci, Berkeley, CA 94720 USAUniv Namur, Dept Biol, Fac Sci, Res Unit Cellular Biol URBC,FUNDP, Namur, Belgium
Campisi, Judith
Toussaint, Olivier
论文数: 0引用数: 0
h-index: 0
机构:
Univ Namur, Dept Biol, Fac Sci, Res Unit Cellular Biol URBC,FUNDP, Namur, BelgiumUniv Namur, Dept Biol, Fac Sci, Res Unit Cellular Biol URBC,FUNDP, Namur, Belgium
机构:
Kemal Saracoglu Fdn Children Leukemia & Fight Can, Div Canc Res, Nicosia, CyprusKemal Saracoglu Fdn Children Leukemia & Fight Can, Div Canc Res, Nicosia, Cyprus
Arifler, Dizem
MacAulay, Calum
论文数: 0引用数: 0
h-index: 0
机构:
British Columbia Canc Res Ctr, Dept Integrat Oncol, Imaging Unit, Vancouver, BC V5Z 1L3, CanadaKemal Saracoglu Fdn Children Leukemia & Fight Can, Div Canc Res, Nicosia, Cyprus
MacAulay, Calum
Follen, Michele
论文数: 0引用数: 0
h-index: 0
机构:
Texas Tech Univ, Hlth Sci Ctr, Paul L Foster Sch Med, Dept Obstet & Gynecol, El Paso, TX 79905 USAKemal Saracoglu Fdn Children Leukemia & Fight Can, Div Canc Res, Nicosia, Cyprus
Follen, Michele
Guillaud, Martial
论文数: 0引用数: 0
h-index: 0
机构:
British Columbia Canc Res Ctr, Dept Integrat Oncol, Imaging Unit, Vancouver, BC V5Z 1L3, CanadaKemal Saracoglu Fdn Children Leukemia & Fight Can, Div Canc Res, Nicosia, Cyprus
机构:
MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USAMIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Backman, V
Wallace, MB
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Wallace, MB
Perelman, LT
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Perelman, LT
Arendt, JT
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Arendt, JT
Gurjar, R
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Gurjar, R
Müller, MG
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Müller, MG
Zhang, Q
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Zhang, Q
Zonios, G
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Zonios, G
Kline, E
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Kline, E
McGillican, T
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
McGillican, T
Shapshay, S
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Shapshay, S
Valdez, T
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Valdez, T
Badizadegan, K
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Badizadegan, K
Crawford, JM
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Crawford, JM
Fitzmaurice, M
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Fitzmaurice, M
Kabani, S
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Kabani, S
Levin, HS
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Levin, HS
Seiler, M
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Seiler, M
Dasari, RR
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Dasari, RR
Itzkan, I
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Itzkan, I
Van Dam, J
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
Van Dam, J
Feld, MS
论文数: 0引用数: 0
h-index: 0
机构:MIT, George R Harrison Spect Lab, Laser Biomed Res Ctr, Cambridge, MA 02139 USA
机构:
Ist Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, ItalyIst Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
Dannhauser, David
Rossi, Domenico
论文数: 0引用数: 0
h-index: 0
机构:
Ist Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, ItalyIst Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
Rossi, Domenico
Memmolo, Pasquale
论文数: 0引用数: 0
h-index: 0
机构:
CNR, Inst Appl Sci & Intelligent Syst E Caianiello, ISASI, Via Campi Flegrei 34, I-80078 Pozzuoli, ItalyIst Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
Memmolo, Pasquale
Causa, Filippo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Napoli Federico II, Interdisciplinary Res Ctr Biomat CRIB, Piazzale Tecchio 80, I-80125 Naples, Italy
Univ Napoli Federico II, Dipartimento Ingn Chim Mat & Prod Ind DICMAPI, Piazzale Tecchio 80, I-80125 Naples, ItalyIst Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
Causa, Filippo
Finizio, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
CNR, Inst Appl Sci & Intelligent Syst E Caianiello, ISASI, Via Campi Flegrei 34, I-80078 Pozzuoli, ItalyIst Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
Finizio, Andrea
Ferraro, Pietro
论文数: 0引用数: 0
h-index: 0
机构:
CNR, Inst Appl Sci & Intelligent Syst E Caianiello, ISASI, Via Campi Flegrei 34, I-80078 Pozzuoli, ItalyIst Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
Ferraro, Pietro
Netti, Paolo A.
论文数: 0引用数: 0
h-index: 0
机构:
Ist Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
Univ Napoli Federico II, Interdisciplinary Res Ctr Biomat CRIB, Piazzale Tecchio 80, I-80125 Naples, Italy
Univ Napoli Federico II, Dipartimento Ingn Chim Mat & Prod Ind DICMAPI, Piazzale Tecchio 80, I-80125 Naples, ItalyIst Italiano Tecnol, Ctr Adv Biomat Healthcare CRIB, Largo Barsanti & Matteucci 53, I-80125 Naples, Italy
机构:
Univ Namur, Dept Biol, Fac Sci, Res Unit Cellular Biol URBC,FUNDP, Namur, BelgiumUniv Namur, Dept Biol, Fac Sci, Res Unit Cellular Biol URBC,FUNDP, Namur, Belgium
Debacq-Chainiaux, Florence
Erusalimsky, Jorge D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wales Inst, Cardiff Sch Hlth Sci, Ctr Biomed Res, Cardiff UWIC, Cardiff, S Glam, WalesUniv Namur, Dept Biol, Fac Sci, Res Unit Cellular Biol URBC,FUNDP, Namur, Belgium
Erusalimsky, Jorge D.
Campisi, Judith
论文数: 0引用数: 0
h-index: 0
机构:
Buck Inst Age Res, Novato, CA USA
Univ Calif Berkeley, Lawrence Berkeley Lab, Div Life Sci, Berkeley, CA 94720 USAUniv Namur, Dept Biol, Fac Sci, Res Unit Cellular Biol URBC,FUNDP, Namur, Belgium
Campisi, Judith
Toussaint, Olivier
论文数: 0引用数: 0
h-index: 0
机构:
Univ Namur, Dept Biol, Fac Sci, Res Unit Cellular Biol URBC,FUNDP, Namur, BelgiumUniv Namur, Dept Biol, Fac Sci, Res Unit Cellular Biol URBC,FUNDP, Namur, Belgium