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Code and data for maximum likelihood estimation (MLE) of P. falciparum age from RNA-seq data

<p>The original R code was written by Avi Feller and Jacob Lemieux and is described in this publication:</p> <p>Lemieux JE, Gomez-Escobar N, Feller A, Carret C, Amambua-Ngwa A, Pinches R, Day F, Kyes SA, Conway DJ, Holmes CC and Newbold CI (2009): Statistical estimation of cell-cycle progression and lineage commitment in&nbsp;<em>Plasmodium falciparum&nbsp;</em>reveals a homogeneous pattern of transcription in&nbsp;<em>ex vivo</em>&nbsp;culture.&nbsp;<em>Proc Natl Acad Sci U S A</em>&nbsp;106(18), 7559-7564 doi: 10.1073/pnas.0811829106&nbsp;<a href="https://www.pnas.org/doi/full/10.1073/pnas.0811829106">https://www.pnas.org/doi/full/10.1073/pnas.0811829106</a></p> <p>In this deposition, the original R script is adapted for command-line use. For usage instructions, see file "README.md".</p> <p>Furthermore, this deposition contains RNA-seq data for <em>P. falciparum</em> 3D7 cultured with blood from individuals with&nbsp;high, normal or low iron status (experiment 1) or&nbsp;with&nbsp;blood from a healthy donor in the presence vs. absence of 0.7 &micro;M hepcidin&nbsp;(experiment 2) at 6 &ndash;&nbsp;9 and 26 &ndash; 29 hours&nbsp;post erythrocyte invasion (hpi). For more details see publication:</p> <p>Iron transport pathways in the human malaria parasite <em>Plasmodium falciparum</em> revealed by RNA-sequencing, Wunderlich et al. (<a href="https://www.biorxiv.org/content/10.1101/2024.04.18.590068v1" target="_blank" rel="noopener">biorxiv</a>).</p> <p>Finally, this deposition contains a variety of pre-processed datasets obtained from the following references:</p> <p>B&aacute;rtfai R, Hoeijmakers WA, Salcedo-Amaya AM, Smits AH, Janssen-Megens E, Kaan A, Treeck M, Gilberger TW, Fran&ccedil;oijs KJ and Stunnenberg HG (2010): H2A.Z demarcates intergenic regions of the&nbsp;<em>Plasmodium falciparum</em>&nbsp;epigenome that are dynamically marked by H3K9ac and H3K4me3.&nbsp;<em>PLoS Pathog</em>&nbsp;6(12), e1001223 doi: 10.1371/journal.ppat.1001223</p> <p>Broadbent KM, Broadbent JC, Ribacke U, Wirth D, Rinn JL and Sabeti PC (2015): Strand-specific RNA sequencing in&nbsp;<em>Plasmodium falciparum</em>&nbsp;malaria identifies developmentally regulated long non-coding RNA and circular RNA.&nbsp;<em>BMC Genomics</em>&nbsp;16(1), 454 doi: 10.1186/s12864-015-1603-4</p> <p>L&oacute;pez-Barrag&aacute;n MJ, Lemieux J, Qui&ntilde;ones M, Williamson KC, Molina-Cruz A, Cui K, Barillas-Mury C, Zhao K and Su X-z (2011): Directional gene expression and antisense transcripts in sexual and asexual stages of&nbsp;<em>Plasmodium falciparum</em>.&nbsp;<em>BMC Genomics</em>&nbsp;12(1), 587 doi: 10.1186/1471-2164-12-587</p> <p>Otto TD, Wilinski D, Assefa S, Keane TM, Sarry LR, B&ouml;hme U, Lemieux J, Barrell B, Pain A, Berriman M, Newbold C and Llin&aacute;s M (2010): New insights into the blood-stage transcriptome of&nbsp;<em>Plasmodium falciparum</em>&nbsp;using RNA-Seq.&nbsp;<em>Mol Microbiol</em>&nbsp;76(1), 12-24 doi: 10.1111/j.1365-2958.2009.07026.x</p> <p>Siegel TN, Hon CC, Zhang Q, Lopez-Rubio JJ, Scheidig-Benatar C, Martins RM, Sismeiro O, Copp&eacute;e JY and Scherf A (2014): Strand-specific RNA-Seq reveals widespread and developmentally regulated transcription of natural antisense transcripts in&nbsp;<em>Plasmodium falciparum</em>.&nbsp;<em>BMC Genomics</em>&nbsp;15(1), 150 doi: 10.1186/1471-2164-15-150</p> <p>Wichers JS, Scholz JAM, Strauss J, Witt S, Lill A, Ehnold LI, Neupert N, Liffner B, L&uuml;hken R, Petter M, Lorenzen S, Wilson DW, L&ouml;w C, Lavazec C, Bruchhaus I, Tannich E, Gilberger TW and Bachmann A (2019): Dissecting the gene expression, localization, membrane topology, and function of the&nbsp;<em>Plasmodium falciparum</em>&nbsp;STEVOR protein family.&nbsp;<em>mBio</em>&nbsp;10(4),&nbsp;&nbsp;doi: 10.1128/mBio.01500-19</p>

ShareScore

32/100

Overall dataset sharing score

Score breakdown

These five areas show where the dataset supports — or may limit — practical reuse.

Stewardship
4
Harmonization
4
Access
16
Reuse readiness
8
Engagement
0