Genome-wide analysis reveals allelic variation and chromosome copy number variation in paromomycin-resistant Leishmania donovani.


Journal

Parasitology research
ISSN: 1432-1955
Titre abrégé: Parasitol Res
Pays: Germany
ID NLM: 8703571

Informations de publication

Date de publication:
Nov 2022
Historique:
received: 20 01 2022
accepted: 24 08 2022
pubmed: 4 9 2022
medline: 15 10 2022
entrez: 3 9 2022
Statut: ppublish

Résumé

In the absence of adequate diagnosis and treatment, leishmaniasis remains a major public health concern on a global scale. Drug resistance remains a key obstacle in controlling and eliminating visceral leishmaniasis. The therapeutic gap due to lack of target-specific medicine and vaccine can be minimized by obtaining parasite's genomic information. This study compared whole-genome sequence of paromomycin-resistant parasite (K133PMM) developed through in vitro adaptation and selection with sensitive Leishmania clinical isolate (K133WT). We found a large number of upstream and intergenic gene variations in K133PMM. There were 259 single nucleotide polymorphisms (SNPs), 187 insertion-deletion (InDels), and 546 copy number variations (CNVs) identified. Most of the genomic variations were found in the gene's upstream and non-coding regions. Ploidy estimation revealed chromosome 5 in tetrasomy and 6, 9, and 12 in trisomy, uniquely in K133PMM. These contain the genes for protein degradation, parasite motility, autophagy, cell cycle maintenance, and drug efflux membrane transporters. Furthermore, we also observed reduction in ploidy of chromosomes 15, 20, and 23, in the resistant parasite containing mostly the genes for hypothetical proteins and membrane transporters. We chronicled correlated genomic conversion and aneuploidy in parasites and hypothesize that this led to rapid evolutionary changes in response to drug induced pressure, which causes them to become resistant.

Identifiants

pubmed: 36056959
doi: 10.1007/s00436-022-07645-x
pii: 10.1007/s00436-022-07645-x
doi:

Substances chimiques

Membrane Transport Proteins 0
Paromomycin 61JJC8N5ZK

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

3121-3132

Subventions

Organisme : Indian Council of Medical Research
ID : 6/9-7(188)2018-ECDII

Informations de copyright

© 2022. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.

Références

Altschul SF, Madden TL, Schäffer AA et al (1997) Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res 25:3389–3402
pubmed: 9254694 pmcid: 146917 doi: 10.1093/nar/25.17.3389
Armitage EG, Alqaisi AQI, Godzien J et al (2018) Complex interplay between sphingolipid and sterol metabolism revealed by perturbations to the Leishmania metabolome caused by miltefosine. Antimicrob Agents Chemother 62:e02095-e2117
pubmed: 29463533 pmcid: 5923112 doi: 10.1128/AAC.02095-17
Beaumier CM, Gillespie PM, Hotez PJ, Bottazzi ME (2013) New vaccines for neglected parasitic diseases and dengue. Transl Res 162:144–155
pubmed: 23578479 doi: 10.1016/j.trsl.2013.03.006
Besteiro S, Tonn D, Tetley L et al (2008) The AP3 adaptor is involved in the transport of membrane proteins to acidocalcisomes of Leishmania. J Cell Sci 121:561–570
pubmed: 18252798 doi: 10.1242/jcs.022574
Bhattacharya A, Leprohon P, Bigot S et al (2019) Coupling chemical mutagenesis to next generation sequencing for the identification of drug resistance mutations in Leishmania. Nat Commun 10:1–14
doi: 10.1038/s41467-019-13344-6
Biswas A, Bhattacharya A, Das PK (2011) Role of cAMP signaling in the survival and infectivity of the protozoan parasite, Leishmania donovani. Mol Biol Int 2011:782971
pubmed: 22091412 pmcid: 3200087 doi: 10.4061/2011/782971
Bolger AM, Lohse M, Usadel B (2014) Trimmomatic: a flexible trimmer for Illumina sequence data. Bioinformatics 30:2114–2120
pubmed: 24695404 pmcid: 4103590 doi: 10.1093/bioinformatics/btu170
Bronner IF, Quail MA, Turner DJ, Swerdlow H (2013) Improved protocols for illumina sequencing. Curr Protoc Hum Genet 79:12–18
Brugués AP, Calpena-Campmany AC, Riera-Lizandra C et al (2014) Development of a liquid chromatographic method for the quantification of paromomycin. Application to in vitro release and ex vivo permeation studies. Spectrochim Acta Part A Mol Biomol Spectrosc 133:657–662
doi: 10.1016/j.saa.2014.06.017
Brugués AP, Naveros BC, Calpena Campmany AC et al (2015) Developing cutaneous applications of paromomycin entrapped in stimuli-sensitive block copolymer nanogel dispersions. Nanomedicine 10:227–240
pubmed: 25600968 doi: 10.2217/nnm.14.102
Bruschi F, Gradoni L (2018) The leishmaniases: old neglected tropical diseases. Springer. https://doi.org/10.1007/978-3-319-72386-0
doi: 10.1007/978-3-319-72386-0
Capela R, Moreira R, Lopes F (2019) An overview of drug resistance in protozoal diseases. Int J Mol Sci 20:5748
pmcid: 6888673 doi: 10.3390/ijms20225748
Carvalho KSS, da Silva Júnior WJ, da Neto M, SR, et al (2020) Application of next generation sequencing (NGS) for descriptive analysis of 30 genomes of Leishmania infantum isolates in Middle-North Brazil. Sci Rep 10:1–12
doi: 10.1038/s41598-020-68953-9
Castanys-Muñoz E, Alder-Baerens N, Pomorski T et al (2007) A novel ATP-binding cassette transporter from Leishmania is involved in transport of phosphatidylcholine analogues and resistance to alkyl-phospholipids. Mol Microbiol 64:1141–1153
pubmed: 17542911 doi: 10.1111/j.1365-2958.2007.05653.x
Chiarugi P, Cirri P (2003) Redox regulation of protein tyrosine phosphatases during receptor tyrosine kinase signal transduction. Trends Biochem Sci 28:509–514
pubmed: 13678963 doi: 10.1016/S0968-0004(03)00174-9
Cingolani P, Platts A, Wang LL et al (2012) A program for annotating and predicting the effects of single nucleotide polymorphisms, SnpEff: SNPs in the genome of Drosophila melanogaster strain w1118; iso-2; iso-3. Fly (Austin) 6:80–92
doi: 10.4161/fly.19695
Conesa A, Götz S, García-Gómez JM et al (2005) Blast2GO: a universal tool for annotation, visualization and analysis in functional genomics research. Bioinformatics 21:3674–3676
pubmed: 16081474 doi: 10.1093/bioinformatics/bti610
Deep DK, Singh R, Bhandari V et al (2017) Increased miltefosine tolerance in clinical isolates of Leishmania donovani is associated with reduced drug accumulation, increased infectivity and resistance to oxidative stress. PLoS Negl Trop Dis 11:e0005641
pubmed: 28575060 pmcid: 5470736 doi: 10.1371/journal.pntd.0005641
Downing T, Imamura H, Decuypere S et al (2011) Whole genome sequencing of multiple Leishmania donovani clinical isolates provides insights into population structure and mechanisms of drug resistance. Genome Res 21:2143–2156
pubmed: 22038251 pmcid: 3227103 doi: 10.1101/gr.123430.111
Dumetz F, Imamura H, Sanders M et al (2017) Modulation of aneuploidy in Leishmania donovani during adaptation to different in vitro and in vivo environments and its impact on gene expression. MBio 8:e00599-e617
pubmed: 28536289 pmcid: 5442457 doi: 10.1128/mBio.00599-17
Dumetz F, Cuypers B, Imamura H et al (2018) Molecular preadaptation to antimony resistance in Leishmania donovani on the Indian subcontinent. Msphere 3:e00548-e617
pubmed: 29669889 pmcid: 5907651 doi: 10.1128/mSphere.00548-17
El Fadili K, Drummelsmith J, Roy G et al (2009) Down regulation of KMP-11 in Leishmania infantum axenic antimony resistant amastigotes as revealed by a proteomic screen. Exp Parasitol 123:51–57
pubmed: 19500579 doi: 10.1016/j.exppara.2009.05.013
Gangwar S, Baig MS, Shah P et al (2012) Identification of novel inhibitors of dipeptidylcarboxypeptidase of Leishmania donovani via ligand-based virtual screening and biological evaluation. Chem Biol Drug Des 79:149–156
pubmed: 22014034 doi: 10.1111/j.1747-0285.2011.01262.x
García N, Figarella K, Mendoza-León A, Ponte-Sucre A (2000) Changes in the infectivity, pyruvate kinase activity, acid phosphatase activity and P-glycoprotein expression in glibenclamide-resistant Leishmania mexicana. Parasitol Res 86:899–904
pubmed: 11097297 doi: 10.1007/s004360000257
Gazanion É, Fernández-Prada C, Papadopoulou B et al (2016) Cos-Seq for high-throughput identification of drug target and resistance mechanisms in the protozoan parasite Leishmania. Proc Natl Acad Sci 113:E3012–E3021
pubmed: 27162331 pmcid: 4889358 doi: 10.1073/pnas.1520693113
Gene Ontology Consortium (2001) Creating the gene ontology resource: design and implementation. Genome Res 11(8):1425–1433
doi: 10.1101/gr.180801
Ghosh S, Verma A, Kumar V et al (2020) Genomic and transcriptomic analysis for identification of genes and interlinked pathways mediating artemisinin resistance in Leishmania donovani. Genes (Basel) 11:1362
doi: 10.3390/genes11111362
Gillespie PM, Beaumier CM, Strych U et al (2016) Status of vaccine research and development of vaccines for leishmaniasis. Vaccine 34:2992–2995
pubmed: 26973063 doi: 10.1016/j.vaccine.2015.12.071
Goyal N, Duncan R, Selvapandiyan A et al (2006) Cloning and characterization of angiotensin converting enzyme related dipeptidylcarboxypeptidase from Leishmania donovani. Mol Biochem Parasitol 145:147–157
pubmed: 16257064 doi: 10.1016/j.molbiopara.2005.09.014
Hailu A, Musa A, Wasunna M et al (2010) Geographical variation in the response of visceral leishmaniasis to paromomycin in East Africa: a multicentre, open-label, randomized trial. PLoS Negl Trop Dis 4:e709
pubmed: 21049059 pmcid: 2964287 doi: 10.1371/journal.pntd.0000709
Handler MZ, Patel PA, Kapila R et al (2015) Cutaneous and mucocutaneous leishmaniasis: differential diagnosis, diagnosis, histopathology, and management. J Am Acad Dermatol 73:911–926
pubmed: 26568336 doi: 10.1016/j.jaad.2014.09.014
Hendrickx S, Mondelaers A, Eberhardt E et al (2015) In vivo selection of paromomycin and miltefosine resistance in Leishmania donovani and L. infantum in a Syrian hamster model. Antimicrob Agents Chemother 59:4714–4718
pubmed: 26014955 pmcid: 4505234 doi: 10.1128/AAC.00707-15
Hendrickx S, Reis-Cunha JL, Forrester S et al (2021) Experimental selection of paromomycin resistance in Leishmania donovani amastigotes induces variable genomic polymorphisms. Microorganisms 9:1546
pubmed: 34442625 pmcid: 8398221 doi: 10.3390/microorganisms9081546
Imamura H, Downing T, Van den Broeck F et al (2016) Evolutionary genomics of epidemic visceral leishmaniasis in the Indian subcontinent. Elife 5:e12613
pubmed: 27003289 pmcid: 4811772 doi: 10.7554/eLife.12613
Imamura H, Monsieurs P, Jara M et al (2020) Evaluation of whole genome amplification and bioinformatic methods for the characterization of Leishmania genomes at a single cell level. Sci Rep 10:1–13
doi: 10.1038/s41598-020-71882-2
Jha TK, Lockwood DNJ, Olliaro P et al (1998) Randomised controlled trial of aminosidine (paromomycin) v sodium stibogluconate for treating visceral leishmaniasis in North Bihar, IndiaCommentary: some good news for treatment of visceral leishmaniasis in Bihar. BMJ 316:1200–1205
pubmed: 9583927 pmcid: 28521 doi: 10.1136/bmj.316.7139.1200
Jhingran A, Chawla B, Saxena S et al (2009) Paromomycin: uptake and resistance in Leishmania donovani. Mol Biochem Parasitol 164:111–117
pubmed: 19146886 doi: 10.1016/j.molbiopara.2008.12.007
Karamysheva ZN, Gutierrez Guarnizo SA, Karamyshev AL (2020) Regulation of translation in the protozoan parasiteLeishmania. Int J Mol Sci 21:2981
pmcid: 7215931 doi: 10.3390/ijms21082981
Kent WJ (2002) BLAT—the BLAST-like alignment tool. Genome Res 12:656–664
pubmed: 11932250 pmcid: 187518
Kumar M, Das S, Sen A et al (2021) Oxidant activated soluble adenylate cyclase of Leishmania donovani regulates the cAMP–PKA signaling axis for its intra-macrophage survival during infection. J Cell Biochem 122(10):1413–1427
pubmed: 34101889 doi: 10.1002/jcb.30018
Laguna F, Videla S, Jiménez-Mejías ME et al (2003) Amphotericin B lipid complex versus meglumine antimoniate in the treatment of visceral leishmaniasis in patients infected with HIV: a randomized pilot study. J Antimicrob Chemother 52:464–468
pubmed: 12888588 doi: 10.1093/jac/dkg356
Lee SH, Stephens JL, Englund PT (2007) A fatty-acid synthesis mechanism specialized for parasitism. Nat Rev Microbiol 5:287–297
pubmed: 17363967 doi: 10.1038/nrmicro1617
Li H, Durbin R (2009) Fast and accurate short read alignment with Burrows–Wheeler transform. Bioinformatics 25:1754–1760
Maarouf M, de Kouchkovsky Y, Brown S et al (1997) In vivo interference of paromomycin with mitochondrial activity of Leishmania. Exp Cell Res 232:339–348
pubmed: 9168810 doi: 10.1006/excr.1997.3500
Maltezou HC (2009) Drug resistance in visceral leishmaniasis. J Biomed Biotechnol 2010:617521
pubmed: 19888437 pmcid: 2771279
Mandal S, Maharjan M, Singh S et al (2010) Assessing aquaglyceroporin gene status and expression profile in antimony-susceptible and-resistant clinical isolates of Leishmania donovani from India. J Antimicrob Chemother 65:496–507
pubmed: 20067981 doi: 10.1093/jac/dkp468
Mondelaers A, Sanchez-Cañete MP, Hendrickx S et al (2016) Genomic and molecular characterization of miltefosine resistance in Leishmania infantum strains with either natural or acquired resistance through experimental selection of intracellular amastigotes. PLoS ONE 11:e0154101
pubmed: 27123924 pmcid: 4849676 doi: 10.1371/journal.pone.0154101
Musa AM, Younis B, Fadlalla A et al (2010) Paromomycin for the treatment of visceral leishmaniasis in Sudan: a randomized, open-label, dose-finding study. PLoS Negl Trop Dis 4:e855
pubmed: 21049063 pmcid: 2964291 doi: 10.1371/journal.pntd.0000855
Naderer T, Vince JE, McConville MJ (2004) Surface determinants of Leishmania parasites and their role in infectivity in the mammalian host. Curr Mol Med 4:649–665
pubmed: 15357214 doi: 10.2174/1566524043360069
Ouellette M, Drummelsmith J, Papadopoulou B (2004) Leishmaniasis: drugs in the clinic, resistance and new developments. Drug Resist Updat 7:257–266
pubmed: 15533763 doi: 10.1016/j.drup.2004.07.002
Patino LH, Imamura H, Cruz-Saavedra L et al (2019) Major changes in chromosomal somy, gene expression and gene dosage driven by Sb III in Leishmania braziliensis and Leishmania panamensis. Sci Rep 9:1–13
doi: 10.1038/s41598-019-45538-9
Pourshafie M, Morand S, Virion A et al (2004) Cloning of S-adenosyl-l-methionine: C-24-Δ-sterol-methyltransferase (ERG6) from Leishmania donovani and characterization of mRNAs in wild-type and amphotericin B-resistant promastigotes. Antimicrob Agents Chemother 48:2409–2414
pubmed: 15215088 pmcid: 434211 doi: 10.1128/AAC.48.7.2409-2414.2004
Prajapati VK, Mehrotra S, Gautam S et al (2012) In vitro antileishmanial drug susceptibility of clinical isolates from patients with Indian visceral leishmaniasis—status of newly introduced drugs. Am J Trop Med Hyg 87:655–657
pubmed: 22927497 pmcid: 3516314 doi: 10.4269/ajtmh.2012.12-0022
Rai A, Yamazaki M, Takahashi H et al (2016) RNA-seq transcriptome analysis of Panax japonicus, and its comparison with other Panax species to identify potential genes involved in the saponins biosynthesis. Front Plant Sci 7:481
pubmed: 27148308 pmcid: 4828455 doi: 10.3389/fpls.2016.00481
Rastrojo A, García-Hernández R, Vargas P et al (2018) Genomic and transcriptomic alterations in Leishmania donovani lines experimentally resistant to antileishmanial drugs. Int J Parasitol Drugs Drug Resist 8:246–264
pubmed: 29689531 pmcid: 6039315 doi: 10.1016/j.ijpddr.2018.04.002
Ribeiro CV, Rocha BFB, de Souza MD et al (2019) Mannosyltransferase (GPI-14) overexpression protects promastigote and amastigote forms of Leishmania braziliensis against trivalent antimony. Parasit Vectors 12:1–7
doi: 10.1186/s13071-019-3305-2
Rijal S, Ostyn B, Uranw S et al (2013) Increasing failure of miltefosine in the treatment of Kala-azar in Nepal and the potential role of parasite drug resistance, reinfection, or noncompliance. Clin Infect Dis 56:1530–1538
pubmed: 23425958 doi: 10.1093/cid/cit102
Rogers MB, Hilley JD, Dickens NJ et al (2011) Chromosome and gene copy number variation allow major structural change between species and strains of Leishmania. Genome Res 21:2129–2142
pubmed: 22038252 pmcid: 3227102 doi: 10.1101/gr.122945.111
Russo R, Nigro LC, Minniti S et al (1996) Visceral leishmaniasis in HIV infected patients: treatment with high dose liposomal amphotericin B (AmBisome). J Infect 32:133–137
pubmed: 8708370 doi: 10.1016/S0163-4453(96)91343-2
Salih NA, van Griensven J, Chappuis F et al (2014) Liposomal amphotericin B for complicated visceral leishmaniasis (kala-azar) in eastern Sudan: how effective is treatment for this neglected disease? Trop Med Int Heal 19:146–152
doi: 10.1111/tmi.12238
Salloum T, Tokajian S, Hirt RP (2021) Advances in understanding Leishmania pathobiology: what does RNA-Seq tell us? Front Cell Dev Biol 9:702240
pubmed: 34540827 pmcid: 8440825 doi: 10.3389/fcell.2021.702240
Samarasinghe SR, Samaranayake N, Kariyawasam UL et al (2018) Genomic insights into virulence mechanisms of Leishmania donovani: evidence from an atypical strain. BMC Genomics 19:843
pubmed: 30486770 pmcid: 6262978 doi: 10.1186/s12864-018-5271-z
Seebeck T, Schaub R, Johner A (2004) cAMP signalling in the kinetoplastid protozoa. Curr Mol Med 4:585–599
pubmed: 15357210 doi: 10.2174/1566524043360113
Selvapandiyan A, Croft SL, Rijal S et al (2019) Innovations for the elimination and control of visceral leishmaniasis. PLoS Negl Trop Dis 13:e0007616
pubmed: 31536490 pmcid: 6752755 doi: 10.1371/journal.pntd.0007616
Shaw CD, Lonchamp J, Downing T et al (2016) In vitro selection of miltefosine resistance in promastigotes of Leishmania donovani from Nepal: genomic and metabolomic characterization. Mol Microbiol 99:1134–1148
pubmed: 26713880 pmcid: 4832254 doi: 10.1111/mmi.13291
Shaw CD, Imamura H, Downing T et al (2019) Genomic and metabolomic polymorphism among experimentally selected paromomycin-resistant Leishmania donovani strains. Antimicrob Agents Chemother 64:e00904-e919
pubmed: 31658971 pmcid: 7187574 doi: 10.1128/AAC.00904-19
Shinde S, Mol M, Jamdar V, Singh S (2014) Molecular modeling and molecular dynamics simulations of GPI 14 in Leishmania major: insight into the catalytic site for active site directed drug design. J Theor Biol 351:37–46
pubmed: 24583312 doi: 10.1016/j.jtbi.2014.02.017
Sinha PK, Jha TK, Thakur CP et al (2011) Phase 4 pharmacovigilance trial of paromomycin injection for the treatment of visceral leishmaniasis in India. J Trop Med 2011:645203
pubmed: 22174722 pmcid: 3235903 doi: 10.1155/2011/645203
Smirlis D, Soares MBP (2014) Selection of molecular targets for drug development against trypanosomatids. Subcell Biochem 74:43–76
pubmed: 24264240 doi: 10.1007/978-94-007-7305-9_2
Sterkers Y, Crobu L, Lachaud L et al (2014) Parasexuality and mosaic aneuploidy in Leishmania: alternative genetics. Trends Parasitol 30:429–435
pubmed: 25073852 doi: 10.1016/j.pt.2014.07.002
Sundar S, Jha TK, Thakur CP et al (2007) Injectable paromomycin for visceral leishmaniasis in India. N Engl J Med 356:2571–2581
pubmed: 17582067 doi: 10.1056/NEJMoa066536
Sundar S, Chakravarty J (2008) Paromomycin in the treatment of leishmaniasis. Expert Opin Investig Drugs 17:787–794
pubmed: 18447603 doi: 10.1517/13543784.17.5.787
Sundar S, Singh A, Rai M et al (2012) Efficacy of miltefosine in the treatment of visceral leishmaniasis in India after a decade of use. Clin Infect Dis 55:543–550
pubmed: 22573856 doi: 10.1093/cid/cis474
Teixeira DG, Monteiro GRG, Martins DRA et al (2017) Comparative analyses of whole genome sequences of Leishmania infantum isolates from humans and dogs in northeastern Brazil. Int J Parasitol 47:655–665
pubmed: 28606698 pmcid: 5641220 doi: 10.1016/j.ijpara.2017.04.004
Tonkin ML, Roques M, Lamarque MH et al (2011) Host cell invasion by apicomplexan parasites: insights from the co-structure of AMA1 with a RON2 peptide. Science 333(6041):463–467
pubmed: 21778402 doi: 10.1126/science.1204988
Ubeda J-M, Légaré D, Raymond F et al (2008) Modulation of gene expression in drug resistant Leishmania is associated with gene amplification, gene deletion and chromosome aneuploidy. Genome Biol 9:1–16
doi: 10.1186/gb-2008-9-7-r115
Urrea DA, Duitama J, Imamura H et al (2018) Genomic analysis of colombian Leishmania panamensis strains with different level of virulence. Sci Rep 8:1–16
doi: 10.1038/s41598-018-35778-6
Valdivia HO, Reis-Cunha JL, Rodrigues-Luiz GF et al (2015) Comparative genomic analysis of Leishmania (Viannia) peruviana and Leishmania (Viannia) braziliensis. BMC Genomics 16:1–10
doi: 10.1186/s12864-015-1928-z
van Griensven J, Boelaert M (2011) Combination therapy for visceral leishmaniasis. Lancet (London, England) 377:443–444
doi: 10.1016/S0140-6736(10)62237-4
Verma A, Bhandari V, Deep DK et al (2017) Transcriptome profiling identifies genes/pathways associated with experimental resistance to paromomycin in Leishmania donovani. Int J Parasitol Drugs Drug Resist 7:370–377
pubmed: 29035735 pmcid: 5645162 doi: 10.1016/j.ijpddr.2017.10.004
Ye J, Fang L, Zheng H et al (2006) WEGO: a web tool for plotting GO annotations. Nucleic Acids Res 34:W293–W297
pubmed: 16845012 pmcid: 1538768 doi: 10.1093/nar/gkl031
Zhang WW, Ramasamy G, McCall L-I et al (2014) Genetic analysis of Leishmania donovani tropism using a naturally attenuated cutaneous strain. PLoS Pathog 10:e1004244
pubmed: 24992200 pmcid: 4081786 doi: 10.1371/journal.ppat.1004244

Auteurs

Sushmita Ghosh (S)

ICMR-National Institute of Pathology, Safdarjung Hospital Campus, New Delhi, 110029, India.
Department of Molecular Medicine, Jamia Hamdard, New Delhi, 110062, India.

Vinay Kumar (V)

ICMR-National Institute of Pathology, Safdarjung Hospital Campus, New Delhi, 110029, India.

Aditya Verma (A)

ICMR-National Institute of Pathology, Safdarjung Hospital Campus, New Delhi, 110029, India.

Tanya Sharma (T)

ICMR-AIIMS Computational Genomics Centre, Indian Council of Medical Research, New Delhi, 110029, India.

Dibyabhaba Pradhan (D)

ICMR-AIIMS Computational Genomics Centre, Indian Council of Medical Research, New Delhi, 110029, India.

Angamuthu Selvapandiyan (A)

Department of Molecular Medicine, Jamia Hamdard, New Delhi, 110062, India.

Poonam Salotra (P)

ICMR-National Institute of Pathology, Safdarjung Hospital Campus, New Delhi, 110029, India.

Ruchi Singh (R)

ICMR-National Institute of Pathology, Safdarjung Hospital Campus, New Delhi, 110029, India. ruchisp@gmail.com.

Articles similaires

High mitochondrial DNA levels accelerate lung adenocarcinoma progression.

Mara Mennuni, Stephen E Wilkie, Pauline Michon et al.
1.00
DNA, Mitochondrial Animals Adenocarcinoma of Lung Disease Progression Mice

Mutational analysis of Phanerochaete chrysosporium´s purine transporter.

Mariana Barraco-Vega, Manuel Sanguinetti, Gabriela da Rosa et al.
1.00
Phanerochaete Fungal Proteins Purines Aspergillus nidulans DNA Mutational Analysis
Humans Twins, Conjoined Anesthetics, Intravenous Propofol Infant, Newborn
Leishmania donovani Animals Antifungal Agents Mice Azoles

Classifications MeSH