Increasing resistance by malaria parasites to currently used antimalarials across the developing world warrants timely detection and classification so that appropriate drug combinations can be administered before clinical complications arise. However, this is often challenged by low levels of infection (referred to as parasitemia) and presence of predominantly young parasitic forms in the patients' peripheral blood. Herein, we developed a simple, inexpensive and portable image-based cytometer that detects and numerically counts Plasmodium falciparum infected red blood cells (iRBCs) from Giemsa-stained smears derived from infected blood. Our cytometer is able to classify all parasitic subpopulations by quantifying the area occupied by the parasites within iRBCs, with high specificity, sensitivity and negligible false positives (similar to 0.0025%). Moreover, we demonstrate the application of our image-based cytometer in testing anti-malarial efficacy against a commercial flow cytometer and demonstrate comparable results between the two methods. Collectively, these results highlight the possibility to use our image-based cytometer as a cheap, rapid and accurate alternative for antimalarial testing without compromising on efficiency and minimal processing time. With appropriate filters applied into the algorithm, to rule out leukocytes and reticulocytes, our cytometer may also be used for field diagnosis of malaria.
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Univ London Imperial Coll Sci Technol & Med, Dept Life Sci, London, EnglandUniv London Imperial Coll Sci Technol & Med, Dept Life Sci, London, England
Delves, Michael
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Plouffe, David
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Novartis Res Fdn, Genom Inst, San Diego, CA USAUniv London Imperial Coll Sci Technol & Med, Dept Life Sci, London, England
Plouffe, David
;
Scheurer, Christian
论文数: 0引用数: 0
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机构:
Swiss Trop & Publ Hlth Inst Swiss TPH, Basel, Switzerland
Univ Basel, Basel, SwitzerlandUniv London Imperial Coll Sci Technol & Med, Dept Life Sci, London, England
Scheurer, Christian
;
Meister, Stephan
论文数: 0引用数: 0
h-index: 0
机构:
Scripps Res Inst, La Jolla, CA 92037 USAUniv London Imperial Coll Sci Technol & Med, Dept Life Sci, London, England
Meister, Stephan
;
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Wittlin, Sergio
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Winzeler, Elizabeth A.
论文数: 0引用数: 0
h-index: 0
机构:
Novartis Res Fdn, Genom Inst, San Diego, CA USA
Scripps Res Inst, La Jolla, CA 92037 USAUniv London Imperial Coll Sci Technol & Med, Dept Life Sci, London, England
Winzeler, Elizabeth A.
;
Sinden, Robert E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ London Imperial Coll Sci Technol & Med, Dept Life Sci, London, EnglandUniv London Imperial Coll Sci Technol & Med, Dept Life Sci, London, England
Sinden, Robert E.
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Leroy, Didier
论文数: 0引用数: 0
h-index: 0
机构:
Med Malaria Venture, Geneva, SwitzerlandUniv London Imperial Coll Sci Technol & Med, Dept Life Sci, London, England
机构:
Assoc Publ Hlth Labs, Silver Spring, MD USA
VA Med Ctr, Atlanta Res & Educ Foundation, Decatur, GA USA
Ctr Dis Control & Prevent, Malaria Branch, Div Parasit Dis & Malaria, Ctr Global Hlth, Atlanta, GA USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Demas, Allison
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Oberstaller, Jenna
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DeBarry, Jeremy
论文数: 0引用数: 0
h-index: 0
机构:Univ Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
DeBarry, Jeremy
;
Lucchi, Naomi W.
论文数: 0引用数: 0
h-index: 0
机构:
VA Med Ctr, Atlanta Res & Educ Foundation, Decatur, GA USA
Ctr Dis Control & Prevent, Malaria Branch, Div Parasit Dis & Malaria, Ctr Global Hlth, Atlanta, GA USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Lucchi, Naomi W.
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Srinivasamoorthy, Ganesh
论文数: 0引用数: 0
h-index: 0
机构:Univ Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Srinivasamoorthy, Ganesh
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Sumari, Deborah
论文数: 0引用数: 0
h-index: 0
机构:
Ifakara Hlth Inst, Dar Es Salaam, TanzaniaUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Sumari, Deborah
;
Kabanywanyi, Abdunoor M.
论文数: 0引用数: 0
h-index: 0
机构:
Ifakara Hlth Inst, Dar Es Salaam, TanzaniaUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Kabanywanyi, Abdunoor M.
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Villegas, Leopoldo
论文数: 0引用数: 0
h-index: 0
机构:
Asociac Civil Impacto Social, Tumeremo, VenezuelaUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Villegas, Leopoldo
;
Escalante, Ananias A.
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Tempe, AZ USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Escalante, Ananias A.
;
Kachur, S. Patrick
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Malaria Branch, Div Parasit Dis & Malaria, Ctr Global Hlth, Atlanta, GA USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Kachur, S. Patrick
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Barnwell, John W.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Malaria Branch, Div Parasit Dis & Malaria, Ctr Global Hlth, Atlanta, GA USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Barnwell, John W.
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Peterson, David S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Dept Infect Dis, Athens, GA 30602 USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Peterson, David S.
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Udhayakumar, Venkatachalam
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Malaria Branch, Div Parasit Dis & Malaria, Ctr Global Hlth, Atlanta, GA USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Udhayakumar, Venkatachalam
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Kissinger, Jessica C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Univ Georgia, Dept Genet, Athens, GA 30602 USA
Univ Georgia, Inst Bioinformat, Athens, GA 30602 USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
机构:
Univ London Imperial Coll Sci Technol & Med, Dept Life Sci, London, EnglandUniv London Imperial Coll Sci Technol & Med, Dept Life Sci, London, England
Delves, Michael
;
Plouffe, David
论文数: 0引用数: 0
h-index: 0
机构:
Novartis Res Fdn, Genom Inst, San Diego, CA USAUniv London Imperial Coll Sci Technol & Med, Dept Life Sci, London, England
Plouffe, David
;
Scheurer, Christian
论文数: 0引用数: 0
h-index: 0
机构:
Swiss Trop & Publ Hlth Inst Swiss TPH, Basel, Switzerland
Univ Basel, Basel, SwitzerlandUniv London Imperial Coll Sci Technol & Med, Dept Life Sci, London, England
Scheurer, Christian
;
Meister, Stephan
论文数: 0引用数: 0
h-index: 0
机构:
Scripps Res Inst, La Jolla, CA 92037 USAUniv London Imperial Coll Sci Technol & Med, Dept Life Sci, London, England
Meister, Stephan
;
论文数: 引用数:
h-index:
机构:
Wittlin, Sergio
;
Winzeler, Elizabeth A.
论文数: 0引用数: 0
h-index: 0
机构:
Novartis Res Fdn, Genom Inst, San Diego, CA USA
Scripps Res Inst, La Jolla, CA 92037 USAUniv London Imperial Coll Sci Technol & Med, Dept Life Sci, London, England
Winzeler, Elizabeth A.
;
Sinden, Robert E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ London Imperial Coll Sci Technol & Med, Dept Life Sci, London, EnglandUniv London Imperial Coll Sci Technol & Med, Dept Life Sci, London, England
Sinden, Robert E.
;
Leroy, Didier
论文数: 0引用数: 0
h-index: 0
机构:
Med Malaria Venture, Geneva, SwitzerlandUniv London Imperial Coll Sci Technol & Med, Dept Life Sci, London, England
机构:
Assoc Publ Hlth Labs, Silver Spring, MD USA
VA Med Ctr, Atlanta Res & Educ Foundation, Decatur, GA USA
Ctr Dis Control & Prevent, Malaria Branch, Div Parasit Dis & Malaria, Ctr Global Hlth, Atlanta, GA USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Demas, Allison
;
论文数: 引用数:
h-index:
机构:
Oberstaller, Jenna
;
DeBarry, Jeremy
论文数: 0引用数: 0
h-index: 0
机构:Univ Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
DeBarry, Jeremy
;
Lucchi, Naomi W.
论文数: 0引用数: 0
h-index: 0
机构:
VA Med Ctr, Atlanta Res & Educ Foundation, Decatur, GA USA
Ctr Dis Control & Prevent, Malaria Branch, Div Parasit Dis & Malaria, Ctr Global Hlth, Atlanta, GA USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Lucchi, Naomi W.
;
Srinivasamoorthy, Ganesh
论文数: 0引用数: 0
h-index: 0
机构:Univ Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Srinivasamoorthy, Ganesh
;
Sumari, Deborah
论文数: 0引用数: 0
h-index: 0
机构:
Ifakara Hlth Inst, Dar Es Salaam, TanzaniaUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Sumari, Deborah
;
Kabanywanyi, Abdunoor M.
论文数: 0引用数: 0
h-index: 0
机构:
Ifakara Hlth Inst, Dar Es Salaam, TanzaniaUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Kabanywanyi, Abdunoor M.
;
Villegas, Leopoldo
论文数: 0引用数: 0
h-index: 0
机构:
Asociac Civil Impacto Social, Tumeremo, VenezuelaUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Villegas, Leopoldo
;
Escalante, Ananias A.
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Tempe, AZ USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Escalante, Ananias A.
;
Kachur, S. Patrick
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Malaria Branch, Div Parasit Dis & Malaria, Ctr Global Hlth, Atlanta, GA USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Kachur, S. Patrick
;
Barnwell, John W.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Malaria Branch, Div Parasit Dis & Malaria, Ctr Global Hlth, Atlanta, GA USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Barnwell, John W.
;
Peterson, David S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Dept Infect Dis, Athens, GA 30602 USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Peterson, David S.
;
Udhayakumar, Venkatachalam
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Malaria Branch, Div Parasit Dis & Malaria, Ctr Global Hlth, Atlanta, GA USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Udhayakumar, Venkatachalam
;
Kissinger, Jessica C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA
Univ Georgia, Dept Genet, Athens, GA 30602 USA
Univ Georgia, Inst Bioinformat, Athens, GA 30602 USAUniv Georgia, Ctr Trop & Emerging Global Dis, Paul Coverdell Ctr, Athens, GA 30602 USA