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Nambala P, Noyes H, Namulondo J, Nyangiri O, Alibu VP, Nerima B, MacLeod A, Matovu E, Musaya J, Mulindwa J. Transcriptome profiles of Trypanosoma brucei rhodesiense in Malawi reveal focus specific gene expression profiles associated with pathology. PLoS Negl Trop Dis 2024; 18:e0011516. [PMID: 38701067 PMCID: PMC11095692 DOI: 10.1371/journal.pntd.0011516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 05/15/2024] [Accepted: 04/17/2024] [Indexed: 05/05/2024] Open
Abstract
BACKGROUND Sleeping sickness caused by Trypanosoma brucei rhodesiense is a fatal disease and endemic in Southern and Eastern Africa. There is an urgent need to develop novel diagnostic and control tools to achieve elimination of rhodesiense sleeping sickness which might be achieved through a better understanding of trypanosome gene expression and genetics using endemic isolates. Here, we describe transcriptome profiles and population structure of endemic T. b. rhodesiense isolates in human blood in Malawi. METHODOLOGY Blood samples of r-HAT cases from Nkhotakota and Rumphi foci were collected in PaxGene tubes for RNA extraction before initiation of r-HAT treatment. 100 million reads were obtained per sample, reads were initially mapped to the human genome reference GRCh38 using HiSat2 and then the unmapped reads were mapped against Trypanosoma brucei reference transcriptome (TriTrypDB54_TbruceiTREU927) using HiSat2. Differential gene expression analysis was done using the DeSeq2 package in R. SNP calling from reads that were mapped to the T. brucei genome was done using GATK in order to identify T.b. rhodesiense population structure. RESULTS 24 samples were collected from r-HAT cases of which 8 were from Rumphi and 16 from Nkhotakota foci. The isolates from Nkhotakota were enriched with transcripts for cell cycle arrest and stumpy form markers, whereas isolates in Rumphi focus were enriched with transcripts for folate biosynthesis and antigenic variation pathways. These parasite focus-specific transcriptome profiles are consistent with the more virulent disease observed in Rumphi and a less symptomatic disease in Nkhotakota associated with the non-dividing stumpy form. Interestingly, the Malawi T.b. rhodesiense isolates expressed genes enriched for reduced cell proliferation compared to the Uganda T.b. rhodesiense isolates. PCA analysis using SNPs called from the RNAseq data showed that T. b. rhodesiense parasites from Nkhotakota are genetically distinct from those collected in Rumphi. CONCLUSION Our results suggest that the differences in disease presentation in the two foci is mainly driven by genetic differences in the parasites in the two major endemic foci of Rumphi and Nkhotakota rather than differences in the environment or host response.
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Affiliation(s)
- Peter Nambala
- Department of Biochemistry and Sports Sciences, College of Natural Sciences, Makerere University, Kampala, Uganda
- Kamuzu University of Health Sciences, Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi
| | - Harry Noyes
- Centre for Genomic Research, University of Liverpool, Liverpool, United Kingdom
| | - Joyce Namulondo
- Department of Biotechnical and Diagnostic Sciences, College of Veterinary Medicine Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Oscar Nyangiri
- Department of Biotechnical and Diagnostic Sciences, College of Veterinary Medicine Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Vincent Pius Alibu
- Department of Biotechnical and Diagnostic Sciences, College of Veterinary Medicine Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Barbara Nerima
- Department of Biochemistry and Sports Sciences, College of Natural Sciences, Makerere University, Kampala, Uganda
| | - Annette MacLeod
- Wellcome Centre for Integrative Parasitology, University of Glasgow, Glasgow, United Kingdom
| | - Enock Matovu
- Department of Biotechnical and Diagnostic Sciences, College of Veterinary Medicine Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Janelisa Musaya
- Kamuzu University of Health Sciences, Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi
| | - Julius Mulindwa
- Department of Biochemistry and Sports Sciences, College of Natural Sciences, Makerere University, Kampala, Uganda
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Transcriptomics and proteomics in human African trypanosomiasis: current status and perspectives. J Proteomics 2011; 74:1625-43. [PMID: 21316496 DOI: 10.1016/j.jprot.2011.01.016] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2010] [Revised: 01/23/2011] [Accepted: 01/27/2011] [Indexed: 01/21/2023]
Abstract
Human African trypanosomiasis, or sleeping sickness, is a neglected vector-borne parasitic disease caused by protozoa of the species Trypanosoma brucei sensu lato. Within this complex species, T. b. gambiense is responsible for the chronic form of sleeping sickness in Western and Central Africa, whereas T. b. rhodesiense causes the acute form of the disease in East Africa. Presently, 1.5 million disability-adjusted life years (DALYs) per year are lost due to sleeping sickness. In addition, on the basis of the mortality, the disease is ranked ninth out of 25 human infectious and parasitic diseases in Africa. Diagnosis is complex and needs the intervention of a specialized skilled staff; treatment is difficult and expensive and has potentially life-threatening side effects. The use of transcriptomic and proteomic technologies, currently in rapid development and increasing in sensitivity and discriminating power, is already generating a large panel of promising results. The objective of these technologies is to significantly increase our knowledge of the molecular mechanisms governing the parasite establishment in its vector, the development cycle of the parasite during the parasite's intra-vector life, its interactions with the fly and the other microbial inhabitants of the gut, and finally human host-trypanosome interactions. Such fundamental investigations are expected to provide opportunities to identify key molecular events that would constitute accurate targets for further development of tools dedicated to field work for early, sensitive, and stage-discriminant diagnosis, epidemiology, new chemotherapy, and potentially vaccine development, all of which will contribute to fighting the disease. The present review highlights the contributions of the transcriptomic and proteomic analyses developed thus far in order to identify potential targets (genes or proteins) and biological pathways that may constitute a critical step in the identification of new targets for the development of new tools for diagnostic and therapeutic purposes.
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Basak SC, Lee S, Barta JR, Fernando MA. Differential display analysis of gene expression in two immunologically distinct strains of Eimeria maxima. Parasitol Res 2006; 99:28-36. [PMID: 16470414 DOI: 10.1007/s00436-005-0087-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2005] [Accepted: 11/09/2005] [Indexed: 10/25/2022]
Abstract
Gene expression during sporulation and sporozoite excystation of two strains of Eimeria maxima was analyzed using the mRNA differential display technique. The two strains, the Guelph strain (GS) and a single sporocyst-derived strain (M6) from Florida, have been shown to be immunologically distinct. We isolated and cloned a 453-bp complimentary DNA (cDNA) fragment (GS-453) found only in GS sporozoites. In GS, this mRNA begins to be expressed during the earliest stages of oocyst sporulation and is continuously expressed up to and including in the excysted sporozoite. In all Northern blots, digoxigenin (DIG)-labeled GS-453 probe recognized an mRNA of approximately 1.6 kb from GS but not from RNA of M6. Southern blots using various endonucleases and probed with DIG-labeled GS-453 demonstrated that the genomes of both strains contained sufficiently similar sequences to permit hybridization with the probe, but the pattern of hybridization differed between the two strains. Extensive searches of the GenBank, European Molecular Biology Laboratory, and various apicomplexan expressed sequence tag databases using the DNA or inferred amino acid sequences of GS-453 cDNA clone did not identify similarity to any existing sequences.
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Affiliation(s)
- S C Basak
- Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, N1G 2W1, Ontario, Canada,
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Villarreal D, Nirdé P, Hide M, Barnabé C, Tibayrenc M. Differential gene expression in benznidazole-resistant Trypanosoma cruzi parasites. Antimicrob Agents Chemother 2005; 49:2701-9. [PMID: 15980339 PMCID: PMC1168707 DOI: 10.1128/aac.49.7.2701-2709.2005] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We analyzed the differential gene expression among representative Trypanosoma cruzi stocks in relation to benznidazole exposures using a random differentially expressed sequences (RADES) technique. Studies were carried out with drug pressure both at the natural susceptibility level of the wild-type parasite (50% inhibitory concentration for the wild type) and at different resistance levels. The pattern of differential gene expression performed with resistant stocks was compared to the population structure of this parasite, established by random amplified polymorphic DNA analysis and multilocus enzyme electrophoresis. A RADES band polymorphism was observed, and over- or underexpression was linked to the resistance level of the stock. The analysis of RADES bands suggested that different products may be involved in benznidazole resistance mechanisms. No significant association was found between phylogenetic clustering and benznidazole susceptibility. Benznidazole resistance may involve several mechanisms, depending on the level of drug exposure.
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Affiliation(s)
- Diana Villarreal
- Génétique et Evolution des Maladies Infectieuses G.E.M.I., UMR 2724 CNRS/IRD, UR 165 IRD, Centre de Recherche IRD, 911 avenue Agropolis, BP 64501, 34394 Montpellier Cedex 5, France
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Sanchez MA, Drutman S, van Ampting M, Matthews K, Landfear SM. A novel purine nucleoside transporter whose expression is up-regulated in the short stumpy form of the Trypanosoma brucei life cycle. Mol Biochem Parasitol 2004; 136:265-72. [PMID: 15478805 DOI: 10.1016/j.molbiopara.2004.04.009] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Purine nucleoside and nucleobase transporters play a vital role in the metabolism and survival of Trypanosoma brucei because this parasitic protozoan is unable to synthesize purines de novo and thus must acquire preformed purines from its hosts. These parasites express a variety of nucleoside and nucleobase permeases with diverse substrate specificities and distinct patterns of expression during the trypanosome life cycle. We report here that expression of the newly characterized T. brucei nucleoside transporter 10 gene (TbNT10) is up-regulated in the short stumpy form of the life cycle, the bloodstream form of the parasite that is pre-adapted for infection of the tsetse fly vector. Functional expression of TbNT10 in Saccharomyces cerevisiae reveals that the TbNT10 gene encodes an adenosine/guanosine/inosine transporter with apparent Km values of approximately 1 microM and hence is a high affinity purine nucleoside transporter. The restricted expression of TbNT10 during the life cycle suggests that the functional properties of this permease may be specialized to support development and growth of the differentiated short stumpy form or to promote the transformation of short stumpy to procyclic forms within the insect vector.
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Affiliation(s)
- Marco A Sanchez
- Department of Molecular Microbiology & Immunology, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, L220, Portland, OR 97239, USA.
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Paulino LC, de Mello MP, Ottoboni LMM. Differential gene expression in response to copper in Acidithiobacillus ferrooxidans analyzed by RNA arbitrarily primed polymerase chain reaction. Electrophoresis 2002; 23:520-7. [PMID: 11870759 DOI: 10.1002/1522-2683(200202)23:4<520::aid-elps520>3.0.co;2-r] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Acidithiobacillus ferrooxidans is a chemoautotrophic bacterium that plays an important role in metal bioleaching processes. Despite the high level of tolerance to heavy metals shown by A. ferrooxidans, the genetic basis of copper resistance in this species remains unknown. We investigated the gene expression in response to copper in A. ferrooxidans LR using RNA arbitrarily primed polymerase chain reaction (RAP-PCR). One hundred and four differentially expressed genes were identified using eight arbitrary primers. Differential gene expression was confirmed by DNA slot blot hybridization, and approximately 70% of the RAP-PCR products were positive. The RAP-PCR products that presented the highest levels of induction or repression were cloned, sequenced and the sequences were compared with those in databases using the BLAST search algorithm. Seventeen sequences were obtained. The RAP-PCR product with the highest induction ratio showed similarity with the A. ferrooxidans cytochrome c. A high similarity with the thiamin biosynthesis gene thiC from Caulobacter crescentus was observed for another RAP-PCR product induced by copper. An RAP-PCR product repressed by copper showed significant similarity with the carboxysome operon that includes the ribulose-1,5-bisphosphate carboxylase/oxygenase complex from A. ferrooxidans and another copper-repressed product was significantly similar to the XyIN outer membrane protein from Pseudomonas putida. Finally, RAP-PCR products of unknown similarities were also present.
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Affiliation(s)
- Luciana Campos Paulino
- Centro de Biologia Molecular e Engenharia Genética, Universidade Estadual de Campinas, Campinas, SP, Brazil
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Cui L, Rzomp KA, Fan Q, Martin SK, Williams J. Plasmodium falciparum: differential display analysis of gene expression during gametocytogenesis. Exp Parasitol 2001; 99:244-54. [PMID: 11888252 DOI: 10.1006/expr.2001.4669] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
With the Plasmodium falciparum genome sequencing near completion, functional analysis of individual parasite genes has become the major task of the postgenomic era. Understanding the expression patterns of individual genes is the initial step toward this goal. In this report, we have examined gene expression during gametocytogenesis of the malaria parasite, P. falciparum, using a modified differential display (DD) method. The modifications of this method include adjusting the dNTP mix, using upstream primers with higher AT contents, and reducing the extension temperature of the polymerase chain reaction (PCR). With a combination of 16 arbitrary upstream primers and 3 one-base-anchored oligo(dT) primers, we have successfully cloned 80 unique cDNA tags from stage IV-V gametocytes. Further analysis by dot blots and semiquantitative reverse transcriptase-PCR showed that at least 49 cDNAs had induced or elevated levels of expression in gametocytes. These results indicate that this modified DD procedure is suitable for large-scale identification of developmentally regulated genes in the AT-rich Plasmodium genome.
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Affiliation(s)
- L Cui
- Department of Entomology, The Pennsylvania State University, 501 ASI Building, University Park, Pennsylvania 16802, USA.
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Benson NR, Wong RM, McClelland M. Analysis of the SOS response in Salmonella enterica serovar typhimurium using RNA fingerprinting by arbitrarily primed PCR. J Bacteriol 2000; 182:3490-7. [PMID: 10852882 PMCID: PMC101940 DOI: 10.1128/jb.182.12.3490-3497.2000] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We report an analysis of a sample of the SOS response of Salmonella enterica serovar Typhimurium using the differential display of RNA fingerprinting gels of arbitrarily primed PCR products. The SOS response was induced by the addition of mitomycin C to an exponentially growing culture of serovar Typhimurium, and the RNA population was sampled during the following 2 h. These experiments revealed 21 differentially expressed PCR fragments representing mRNA transcripts. These 21 fragments correspond to 20 distinct genes. All of these transcripts were positively regulated, with the observed induction starting 10 to 120 min after addition of mitomycin C. Fifteen of the 21 transcripts have no homologue in the public sequence data banks and are therefore classified as novel. The remaining six transcripts corresponded to the recE, stpA, sulA, and umuC genes, and to a gene encoding a hypothetical protein in the Escherichia coli lysU-cadA intergenic region; the recE gene was represented twice by nonoverlapping fragments. In order to determine if the induction of these 20 transcripts constitutes part of a classical SOS regulon, we assessed the induction of these genes in a recA mutant. With one exception, the increased expression of these genes in response to mitomycin C was dependent on the presence of a functional recA allele. The exception was fivefold induced in the absence of a functional RecA protein, suggesting another layer of regulation in response to mitomycin C, in addition to the RecA-LexA pathway of SOS induction. Our data reveal several genes belonging to operons known to be directly involved in pathogenesis. In addition, we have found several phage-like sequences, some of which may be landmarks of pathogenicity determinants. On the basis of these observations, we propose that the general use of DNA-damaging agents coupled with differential gene expression analysis may be a useful and easy method for identifying pathogenicity determinants in diverse organisms.
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Affiliation(s)
- N R Benson
- The Sidney Kimmel Cancer Center, San Diego, California 92121, USA
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Gasser RB, Newton SE. Genomic and genetic research on bursate nematodes: significance, implications and prospects. Int J Parasitol 2000; 30:509-34. [PMID: 10731573 DOI: 10.1016/s0020-7519(00)00021-7] [Citation(s) in RCA: 89] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Molecular genetic research on parasitic nematodes (order Strongylida) is of major significance for many fundamental and applied areas of medical and veterinary parasitology. The advent of gene technology has led to some progress for this group of nematodes, particularly in studying parasite systematics, drug resistance and population genetics, and in the development of diagnostic assays and the characterisation of potential vaccine and drug targets. This paper gives an account of the molecular biology and genetics of strongylid nematodes, mainly of veterinary socio-economic importance, indicates the implications of such research and gives a perspective on genome research for this important parasite group, in light of recent technological advances and knowledge of the genomes of other metazoan organisms.
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Affiliation(s)
- R B Gasser
- Department of Veterinary Science, The University of Melbourne, 250 Princes Highway, Werribee, Victoria, Australia.
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Gasser RB, Zhu XQ. Sequence-based analysis of enzymatically amplified DNA fragments by mutation detection techniques. PARASITOLOGY TODAY (PERSONAL ED.) 1999; 15:462-5. [PMID: 10511690 DOI: 10.1016/s0169-4758(99)01536-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
The accurate analysis of molecular variation is important in a range of disciplines of parasitology. Although conventional DNA techniques have overcome some of the limitations of traditional approaches, some can be relatively expensive and/or cumbersome to use when large sample sizes require analysis, and some cannot accurately resolve or define nucleotide variation. Using selected examples of applications to parasites, Robin Gasser and Xingquan Zhu discuss some PCR-based mutation detection techniques and their advantages over conventional analytical methods.
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Affiliation(s)
- R B Gasser
- Department of Veterinary Science, The University of Melbourne, 250 Princes Highway, Werribee, Victoria 3030, Australia.
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Abstract
DNA technology is having a major impact in many areas of veterinary parasitology. In particular, the polymerase chain reaction (PCR) has found broad applicability because its sensitivity permits enzymatic amplification of gene fragments from minute quantities of nucleic acids derived from limited amounts of parasite material. This paper discusses some recent applications of PCR-based methods to parasites and highlights their usefulness or potential for those of veterinary importance. The focus is on PCR tools for the accurate identification of parasites and their genetic characterisation, the diagnosis of infections, the isolation and characterisation of expressed genes, the detection of anthelmintic resistance, and mutation scanning approaches for the high resolution analysis of PCR products.
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MESH Headings
- Animals
- DNA, Helminth/analysis
- DNA, Helminth/chemistry
- DNA, Protozoan/analysis
- DNA, Protozoan/chemistry
- Drug Resistance
- Eukaryota/classification
- Eukaryota/genetics
- Eukaryota/isolation & purification
- Expressed Sequence Tags
- Helminthiasis, Animal/diagnosis
- Helminths/classification
- Helminths/genetics
- Helminths/isolation & purification
- Microsatellite Repeats
- Parasitic Diseases, Animal/diagnosis
- Parasitic Diseases, Animal/therapy
- Polymerase Chain Reaction/methods
- Polymerase Chain Reaction/veterinary
- Polymorphism, Restriction Fragment Length
- Polymorphism, Single-Stranded Conformational
- Protozoan Infections, Animal/diagnosis
- Random Amplified Polymorphic DNA Technique/veterinary
- Sequence Analysis, DNA/veterinary
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Affiliation(s)
- R B Gasser
- Department of Veterinary Science, The University of Melbourne, Werribee, Victoria, Australia.
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Mathieu-Daudé F, Trenkle T, Welsh J, Jung B, Vogt T, McClelland M. Identification of differentially expressed genes using RNA fingerprinting by arbitrarily primed polymerase chain reaction. Methods Enzymol 1999; 303:309-24. [PMID: 10349652 DOI: 10.1016/s0076-6879(99)03020-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
Affiliation(s)
- F Mathieu-Daudé
- Sidney Kimmel Cancer Center, San Diego, California 92121, USA
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Trenkle T, Welsh J, Jung B, Mathieu-Daude F, McClelland M. Non-stoichiometric reduced complexity probes for cDNA arrays. Nucleic Acids Res 1998; 26:3883-91. [PMID: 9705494 PMCID: PMC147802 DOI: 10.1093/nar/26.17.3883] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
A method is presented in which the reduced complexity and non-stoichiometric amplification intrinsic to RNA arbitrarily primed PCR fingerprinting (RAP-PCR) is used to advantage to generate probes for differential screening of cDNA arrays. RAP-PCR fingerprints were converted to probes for human cDNA clones arrayed as Escherichia coli colonies on nylon membranes. Each array contained 18 432 cDNA clones from the IMAGE consortium. Hybridization to approximately 1000 cDNA clones was detected using each RAP-PCR probe. Different RAP-PCR fingerprints gave hybridization patterns having very little overlap (<3%) with each other or with hybridization patterns from total cDNA probes. Consequently, repeated application of RAP-PCR probes allows a greater fraction of the message population to be screened on this type of array than can be achieved with a radiolabeled total cDNA probe. This method was applied to RNA from HaCaT keratinocytes treated with epidermal growth factor. Two RAP-PCR probes detected hybridization to 2000 clones, from which 22 candidate differentially expressed genes were observed. Differential expression was tested for 15 of these clones using RT-PCR and 13 were confirmed. The use of this cDNA array to analyze RAP-PCR fingerprints allowed for an increase in detection of 10-20-fold over the conventional denaturing polyacrylamide gel approach to RAP-PCR or differential display. Throughput is vastly improved by the reduction in cloning and sequencing afforded by the use of arrays. Also, repeated cloning and sequencing of the same gene or of genes already known to be regulated in the system of interest is minimized. The procedure we describe uses inexpensive arrays of plasmid clones spotted as E.coli colonies to detect differential expression, but these reduced complexity probes should also prove useful on arrays of PCR-amplified fragments and on oligonucleotide chips. Genesobserved in this manuscript: H11520, U35048, R48633, H28735, M13918, H12999, H05639, X79781, M31627, H23972, AB000712, R75916, U66894, AF067817.
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Affiliation(s)
- T Trenkle
- Sidney Kimmel Cancer Center, 10835 Altman Row, San Diego, CA 92121, USA
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