An Integrated Lab-on-Chip for Rapid Identification and Simultaneous Differentiation of Tropical Pathogens

Tropical pathogens often cause febrile illnesses in humans and are responsible for considerable morbidity and mortality. The similarities in clinical symptoms provoked by these pathogens make diagnosis difficult. Thus, early, rapid and accurate diagnosis will be crucial in patient management and in the control of these diseases. In this study, a microfluidic lab-on-chip integrating multiplex molecular amplification and DNA microarray hybridization was developed for simultaneous detection and species differentiation of 26 globally important tropical pathogens. The analytical performance of the lab-on-chip for each pathogen ranged from 102 to 103 DNA or RNA copies. Assay performance was further verified with human whole blood spiked with Plasmodium falciparum and Chikungunya virus that yielded a range of detection from 200 to 4×105 parasites, and from 250 to 4×107 PFU respectively. This lab-on-chip was subsequently assessed and evaluated using 170 retrospective patient specimens in Singapore and Thailand. The lab-on-chip had a detection sensitivity of 83.1% and a specificity of 100% for P. falciparum; a sensitivity of 91.3% and a specificity of 99.3% for P. vivax; a positive 90.0% agreement and a specificity of 100% for Chikungunya virus; and a positive 85.0% agreement and a specificity of 100% for Dengue virus serotype 3 with reference methods conducted on the samples. Results suggested the practicality of an amplification microarray-based approach in a field setting for high-throughput detection and identification of tropical pathogens.

[1]  Jeffrey D Sachs,et al.  Incorporating a Rapid-Impact Package for Neglected Tropical Diseases with Programs for HIV/AIDS, Tuberculosis, and Malaria , 2006, PLoS medicine.

[2]  A. Nisalak,et al.  A Comparative Study of Leptospirosis and Dengue in Thai Children , 2007, PLoS neglected tropical diseases.

[3]  E. Fèvre,et al.  The Burden of Human African Trypanosomiasis , 2008, PLoS neglected tropical diseases.

[4]  S. Salmaso,et al.  Chikungunya in Europe , 2008, The Lancet.

[5]  Ji-hye Lee,et al.  Fast Duplex One-Step Reverse Transcriptase PCR for Rapid Differential Detection of West Nile and Japanese Encephalitis Viruses , 2010, Journal of Clinical Microbiology.

[6]  Salvatore Petralia,et al.  In-Check system: A highly integrated silicon Lab-on-Chip for sample preparation, PCR amplification and microarray detection of nucleic acids directly from biological samples , 2013 .

[7]  Chang-Shen Lin,et al.  Sensitive and specific detection of strains of Japanese encephalitis virus using a one‐step TaqMan RT‐PCR technique , 2004, Journal of medical virology.

[8]  M. Albert,et al.  Biology and pathogenesis of chikungunya virus , 2010, Nature Reviews Microbiology.

[9]  J. Wain,et al.  The laboratory diagnosis of enteric fever. , 2008, Journal of infection in developing countries.

[10]  I. Radić,et al.  Autochthonous dengue fever in Croatia, August-September 2010. , 2011, Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin.

[11]  A. Katz,et al.  Assessment of the clinical presentation and treatment of 353 cases of laboratory-confirmed leptospirosis in Hawaii, 1974-1998. , 2001, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[12]  Da Xing,et al.  Miniaturized PCR chips for nucleic acid amplification and analysis: latest advances and future trends , 2007, Nucleic acids research.

[13]  V. Deubel,et al.  The ecology and epidemiology of West Nile virus in Africa, Europe and Asia. , 2002, Current topics in microbiology and immunology.

[14]  S. Culver,et al.  Latitudinal difference in biodiversity caused by higher tropical rate of increase , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[15]  Bruce Russell,et al.  A rapid and robust tri-color flow cytometry assay for monitoring malaria parasite development , 2011, Scientific reports.

[16]  A. Le Tertre,et al.  Chikungunya Disease Outbreak, Reunion Island , 2006, Emerging infectious diseases.

[17]  D. Mabey,et al.  Neglected tropical diseases. , 2010, British Medical Bulletin.

[18]  G. Chang,et al.  Development of Multiplex Real-Time Reverse Transcriptase PCR Assays for Detecting Eight Medically Important Flaviviruses in Mosquitoes , 2006, Journal of Clinical Microbiology.

[19]  T. F. Smith,et al.  Real-Time PCR in Clinical Microbiology: Applications for Routine Laboratory Testing , 2006, Clinical Microbiology Reviews.

[20]  S. Hills,et al.  Evaluation of three immunoglobulin M antibody capture enzyme-linked immunosorbent assays for diagnosis of Japanese encephalitis. , 2007, The American journal of tropical medicine and hygiene.

[21]  Núria Ibáñez-García,et al.  Miniaturized total analysis systems: integration of electronics and fluidics using low-temperature co-fired ceramics. , 2007, Analytical chemistry.

[22]  G. Vernet,et al.  DNA Probe Array for the Simultaneous Identification of Herpesviruses, Enteroviruses, and Flaviviruses , 2005, Journal of Clinical Microbiology.

[23]  S. Weaver,et al.  Present and future arboviral threats. , 2010, Antiviral research.

[24]  T. Minogue,et al.  Comparison of nucleic acid extraction platforms for detection of select biothreat agents for use in clinical resource limited settings. , 2012, Journal of microbiological methods.

[25]  Å. Lundkvist,et al.  Dobrava virus infection: serological diagnosis and cross-reactions to other hantaviruses. , 1999, Journal of virological methods.

[26]  Hyun-Ok Song,et al.  Polymeric LabChip Real-Time PCR as a Point-of-Care-Potential Diagnostic Tool for Rapid Detection of Influenza A/H1N1 Virus in Human Clinical Specimens , 2012, PloS one.

[27]  F. Nosten,et al.  Malaria Burden and Artemisinin Resistance in the Mobile and Migrant Population on the Thai–Myanmar Border, 1999–2011: An Observational Study , 2013, PLoS medicine.

[28]  E. Hunsperger,et al.  Comparison of Two Commercially Available Dengue Virus (DENV) NS1 Capture Enzyme-Linked Immunosorbent Assays Using a Single Clinical Sample for Diagnosis of Acute DENV Infection , 2008, Clinical and Vaccine Immunology.

[29]  Patrik Johansson,et al.  Microarray technology for identification and distinction of hantaviruses , 2004, Journal of medical virology.

[30]  S. Giglio,et al.  Nucleic acid amplification-based techniques for pathogen detection and identification , 2005, Infection, Genetics and Evolution.

[31]  K. Jacobsen,et al.  Etiology of acute undifferentiated febrile illness in the Amazon basin of Ecuador. , 2009, The American journal of tropical medicine and hygiene.

[32]  K. Paaijmans,et al.  Implications of temperature variation for malaria parasite development across Africa , 2013, Scientific Reports.

[33]  M. Guzmán,et al.  Dengue and dengue hemorrhagic fever in the Americas: lessons and challenges. , 2003, Journal of clinical virology : the official publication of the Pan American Society for Clinical Virology.

[34]  R. Kaiser,et al.  Extraction of viral nucleic acids: comparison of five automated nucleic acid extraction platforms. , 2012, Journal of clinical virology : the official publication of the Pan American Society for Clinical Virology.

[35]  R. Sutherst,et al.  Global Change and Human Vulnerability to Vector-Borne Diseases , 2004, Clinical Microbiology Reviews.

[36]  D. Raoult,et al.  Causes of acute, undifferentiated, febrile illness in rural Thailand: results of a prospective observational study , 2006, Annals of tropical medicine and parasitology.

[37]  C. Hsiung,et al.  Combining Multiplex Reverse Transcription-PCR and a Diagnostic Microarray To Detect and Differentiate Enterovirus 71 and Coxsackievirus A16 , 2006, Journal of Clinical Microbiology.

[38]  P. Ekpo,et al.  Rapid Identification of Burkholderia pseudomallei in Blood Cultures by a Monoclonal Antibody Assay , 1999, Journal of Clinical Microbiology.

[39]  Ren Sun,et al.  Genetic analysis of H1N1 influenza virus from throat swab samples in a microfluidic system for point-of-care diagnostics. , 2011, Journal of the American Chemical Society.

[40]  P. Brown,et al.  A DNA microarray system for analyzing complex DNA samples using two-color fluorescent probe hybridization. , 1996, Genome research.

[41]  J. Thompson,et al.  CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice. , 1994, Nucleic acids research.

[42]  P. Wong,et al.  Reemergence of Endemic Chikungunya, Malaysia , 2007, Emerging infectious diseases.

[43]  J. Olson,et al.  Etiology of Acute, Non-Malaria, Febrile Illnesses in Jayapura, Northeastern Papua, Indonesia , 2012, The American journal of tropical medicine and hygiene.

[44]  A. Osterhaus,et al.  Reactivity of serum samples from patients with a flavivirus infection measured by immunofluorescence assay and ELISA. , 2002, Microbes and infection.

[45]  V. Chevalier,et al.  Rift Valley fever--a threat for Europe? , 2010, Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin.

[46]  G. Snounou,et al.  Nested PCR analysis of Plasmodium parasites. , 2002, Methods in molecular medicine.

[47]  Haruo Watanabe,et al.  Human leptospirosis cases and the prevalence of rats harbouring Leptospira interrogans in urban areas of Tokyo, Japan. , 2009, Journal of medical microbiology.

[48]  R. Breiman,et al.  Leptospirosis during Dengue Outbreak, Bangladesh , 2005, Emerging infectious diseases.

[49]  Camden J. Hallmark,et al.  Chagas Disease: “The New HIV/AIDS of the Americas” , 2012, PLoS neglected tropical diseases.

[50]  I. Kurane,et al.  Serotype-Cross-Reactive Immunoglobulin M Responses in Dengue Virus Infections Determined by Enzyme-Linked Immunosorbent Assay , 2000, Clinical Diagnostic Laboratory Immunology.

[51]  蔡季重,et al.  Leptospirosis , 1938, The Indian medical gazette.

[52]  K. Praianantathavorn,et al.  Document heading doi : Multiplex real-time RT-PCR for detecting chikungunya virus and dengue virus , 2012 .

[53]  D. Vaughn,et al.  Pathogenesis and clinical features of Japanese encephalitis and West Nile virus infections. , 2002, Current topics in microbiology and immunology.

[54]  Floriana San Biagio,et al.  VereFlu™: an integrated multiplex RT-PCR and microarray assay for rapid detection and identification of human influenza A and B viruses using lab-on-chip technology , 2011, Archives of Virology.

[55]  Peter Nilsson,et al.  DNA microarray technique for detection and identification of seven flaviviruses pathogenic for man , 2005, Journal of medical virology.

[56]  D. Persing,et al.  The role of nucleic acid amplification and detection in the clinical microbiology laboratory. , 1996, Annual review of microbiology.

[57]  J. Crump,et al.  Part I. Analysis of data gaps pertaining to Salmonella enterica serotype Typhi infections in low and medium human development index countries, 1984–2005 , 2007, Epidemiology and Infection.

[58]  Pamela J. Glass,et al.  Chikungunya Virus Strains, Reunion Island Outbreak , 2006, Emerging infectious diseases.

[59]  Jianli Dong,et al.  Emerging Pathogens: Challenges and Successes of Molecular Diagnostics , 2008, The Journal of Molecular Diagnostics.

[60]  J. Breman,et al.  The intolerable burden of malaria: a new look at the numbers. , 2001, The American journal of tropical medicine and hygiene.

[61]  S I Hay,et al.  The global distribution of yellow fever and dengue. , 2006, Advances in parasitology.

[62]  M. Guzmán,et al.  Fatal dengue hemorrhagic fever in Cuba, 1997. , 1999, International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases.

[63]  I. Sam,et al.  Chikungunya infection in Malaysia: comparison with dengue infection in adults and predictors of persistent arthralgia. , 2013, Journal of clinical virology : the official publication of the Pan American Society for Clinical Virology.

[64]  Colleen B. Jonsson,et al.  A Global Perspective on Hantavirus Ecology, Epidemiology, and Disease , 2010, Clinical Microbiology Reviews.

[65]  Y. Leo,et al.  Chikungunya Outbreak, Singapore, 2008 , 2009, Emerging infectious diseases.

[66]  J. Patz,et al.  Impact of regional climate change on human health , 2005, Nature.

[67]  K. Goh,et al.  Epidemic Hand, Foot and Mouth Disease Caused by Human Enterovirus 71, Singapore , 2003, Emerging infectious diseases.

[68]  Andrea Crisanti,et al.  Antigen microarrays for serodiagnosis of infectious diseases. , 2002, Clinical chemistry.

[69]  L. R. Petersen,et al.  West Nile virus: a reemerging global pathogen. , 2001, Emerging infectious diseases.

[70]  Caroline W. Kabaria,et al.  A global map of dominant malaria vectors , 2012, Parasites & Vectors.

[71]  Whelen Ac,et al.  The role of nucleic acid amplification and detection in the clinical microbiology laboratory. , 1996 .

[72]  W. Al-Soud,et al.  Purification and Characterization of PCR-Inhibitory Components in Blood Cells , 2001, Journal of Clinical Microbiology.

[73]  Gregory D. Schuler,et al.  Database resources of the National Center for Biotechnology Information: update , 2004, Nucleic acids research.

[74]  N. Day,et al.  Optimization of Culture of Leptospira from Humans with Leptospirosis , 2007, Journal of Clinical Microbiology.

[75]  Y. Leo,et al.  Clinical features and epidemiology of chikungunya infection in Singapore. , 2009, Singapore medical journal.

[76]  Gaston,et al.  Areas, cradles and museums: the latitudinal gradient in species richness. , 2000, Trends in ecology & evolution.

[77]  C. Xiang,et al.  Detection of human enterovirus 71 and coxsackievirus A16 in children with hand, foot and mouth disease in China , 2012, Molecular medicine reports.

[78]  M. Hochberg,et al.  Ecology Drives the Worldwide Distribution of Human Diseases , 2004, PLoS biology.

[79]  E. Harris,et al.  Single-Reaction, Multiplex, Real-Time RT-PCR for the Detection, Quantitation, and Serotyping of Dengue Viruses , 2013, PLoS neglected tropical diseases.

[80]  A. Cheng,et al.  The global distribution of Burkholderia pseudomallei and melioidosis: an update. , 2008, Transactions of the Royal Society of Tropical Medicine and Hygiene.

[81]  J. Crain,et al.  Fast DNA and protein microarray tests for the diagnosis of hepatitis C virus infection on a single platform , 2011, Analytical and bioanalytical chemistry.

[82]  Pauline Aw,et al.  Dengue Virus Surveillance for Early Warning, Singapore , 2010, Emerging infectious diseases.

[83]  B. Hjelle,et al.  Serological diagnosis of hantavirus infections by an enzyme-linked immunosorbent assay based on detection of immunoglobulin G and M responses to recombinant nucleocapsid proteins of five viral serotypes , 1997, Journal of clinical microbiology.

[84]  J. Mattick,et al.  'Touchdown' PCR to circumvent spurious priming during gene amplification. , 1991, Nucleic acids research.

[85]  E. Fèvre,et al.  Towards the Atlas of human African trypanosomiasis , 2009, International journal of health geographics.

[86]  S. Kappe,et al.  Malaria: progress, perils, and prospects for eradication. , 2008, The Journal of clinical investigation.

[87]  Organización Mundial de la Salud Guidelines for the treatment of malaria , 2010 .

[88]  R. Coppel,et al.  An alternative to serum for cultivation of Plasmodium falciparum in vitro. , 1997, Transactions of the Royal Society of Tropical Medicine and Hygiene.

[89]  S. Klein,et al.  Emergence and persistence of hantaviruses. , 2007, Current topics in microbiology and immunology.

[90]  E. Luman,et al.  Using a Field Quantitative Real-Time PCR Test To Rapidly Identify Highly Viremic Rift Valley Fever Cases , 2009, Journal of Clinical Microbiology.

[91]  A. Read,et al.  Thermal behaviour of Anopheles stephensi in response to infection with malaria and fungal entomopathogens , 2009, Malaria Journal.

[92]  Angela Chow,et al.  Longitudinal Analysis of the Human Antibody Response to Chikungunya Virus Infection: Implications for Serodiagnosis and Vaccine Development , 2012, Journal of Virology.

[93]  P. Desprès,et al.  West Nile virus and its emergence in the United States of America , 2010, Veterinary research.

[94]  O. Faye,et al.  Improved LNA probe-based assay for the detection of African and South American yellow fever virus strains. , 2010, Journal of clinical virology : the official publication of the Pan American Society for Clinical Virology.

[95]  J. Sejvar,et al.  Leptospirosis, water sports, and chemoprophylaxis. , 2002, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[96]  Monica Chan,et al.  Active Infection of Human Blood Monocytes by Chikungunya Virus Triggers an Innate Immune Response , 2010, The Journal of Immunology.

[97]  M. Willig,et al.  Leptospirosis: a zoonotic disease of global importance. , 2003, The Lancet. Infectious diseases.

[98]  D. Durrheim,et al.  Current Concepts Control of Neglected Tropical Diseases , 2007 .

[99]  J. Baird,et al.  Production and validation of durable, high quality standardized malaria microscopy slides for teaching, testing and quality assurance during an era of declining diagnostic proficiency , 2006, Malaria Journal.

[100]  D. Gubler,et al.  Dengue in Southeast Asia: epidemiological characteristics and strategic challenges in disease prevention. , 2009, Cadernos de saude publica.

[101]  A. Nisalak,et al.  Hospital-based Diagnosis of Hemorrhagic Fever, Encephalitis, and Hepatitis in Cambodian Children , 2002, Emerging infectious diseases.

[102]  R. Isturiz,et al.  Chagas Disease , 2021, Neglected Tropical Diseases.

[103]  V. Chow,et al.  Direct Detection of Enterovirus 71 (EV71) in Clinical Specimens from a Hand, Foot, and Mouth Disease Outbreak in Singapore by Reverse Transcription-PCR with Universal Enterovirus and EV71-Specific Primers , 2002, Journal of Clinical Microbiology.

[104]  S. Ritchie,et al.  Japanese encephalitis as an emerging virus: the emergence and spread of Japanese encephalitis virus in Australasia. , 2002, Current topics in microbiology and immunology.

[105]  A. Crisanti,et al.  Serodiagnosis of infectious diseases with antigen microarrays , 2004, Journal of Applied Microbiology.

[106]  A. Powers,et al.  Changing patterns of chikungunya virus: re-emergence of a zoonotic arbovirus. , 2007, The Journal of general virology.

[107]  E. Myers,et al.  Basic local alignment search tool. , 1990, Journal of molecular biology.

[108]  Naoaki Ono,et al.  Experimental optimization of probe length to increase the sequence specificity of high-density oligonucleotide microarrays , 2007, BMC Genomics.

[109]  E. Gould,et al.  First cases of autochthonous dengue fever and chikungunya fever in France: from bad dream to reality! , 2010, Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases.

[110]  G. Chang,et al.  Development of Real-Time Reverse Transcriptase PCR Assays To Detect and Serotype Dengue Viruses , 2006, Journal of Clinical Microbiology.

[111]  Ji Yoon Kang,et al.  A polymer lab-on-a-chip for reverse transcription (RT)-PCR based point-of-care clinical diagnostics. , 2008, Lab on a chip.

[112]  H. Ellerbrok,et al.  Detection of West Nile virus lineages 1 and 2 by real-time PCR. , 2007, Journal of virological methods.

[113]  C. Peyrefitte,et al.  Development of a TaqMan RT-PCR assay without RNA extraction step for the detection and quantification of African Chikungunya viruses. , 2005, Journal of virological methods.

[114]  A. Valsamakis,et al.  Comparison of Automated and Manual Nucleic Acid Extraction Methods for Detection of Enterovirus RNA , 2003, Journal of Clinical Microbiology.

[115]  F. Nosten,et al.  A prospective evaluation of diagnostic methodologies for the acute diagnosis of dengue virus infection on the Thailand-Myanmar border , 2011, Transactions of the Royal Society of Tropical Medicine and Hygiene.

[116]  Y. Leo,et al.  Chikungunya fever in Singapore: acute clinical and laboratory features, and factors associated with persistent arthralgia. , 2010, Journal of clinical virology : the official publication of the Pan American Society for Clinical Virology.

[117]  S. Cassadou,et al.  Chikungunya in the Americas , 2014, The Lancet.

[118]  Laura D. Kramer,et al.  Temperature, Viral Genetics, and the Transmission of West Nile Virus by Culex pipiens Mosquitoes , 2008, PLoS pathogens.

[119]  D. Dance Melioidosis: the tip of the iceberg? , 1991, Clinical Microbiology Reviews.