Gene Expression Nebulas
A data portal of transcriptomic profiles analyzed by a unified pipeline across multiple species

Gene Expression Nebulas

A data portal of transcriptome profiles across multiple species

PRJNA478216: Exploring parasite heterogeneity using single-cell RNA-seq reveals a gene signature among sexual stage Plasmodium falciparum (P.falciparum) parasites

Source: NCBI / GSE116341
Submission Date: Jun 27 2018
Release Date: Aug 22 2018
Update Date: Aug 22 2018

Summary: The malaria parasite has a complex lifecycle, including several events of differentiation and stage progression, while actively evading immunity in both its mosquito and human hosts. Important parasite gene expression and regulation during these events remain hidden in rare populations of cells. Here, we combine a capillary-based platform for cell isolation with single-cell RNA-sequencing to transcriptionally profile 165 single infected red blood cells (sc.iRBCs) during the intra- erythrocyte developmental cycle (IDC). Unbiased analyses of single-cell data grouped the cells into eight transcriptional states during IDC. Interestingly, we uncovered a gene signature from the single iRBC analyses that can successfully discriminate between developing asexual and sexual stage parasites at cellular resolution, and we verify five, previously undefined, gametocyte stage specific genes. Moreover, we show the capacity of detecting expressed genes from the variable gene families in single parasites, despite the sparse nature of data. In total, the single parasite transcriptomics holds promise for molecular dissection of rare parasite phenotypes throughout the malaria lifecycle.

Overall Design: We combined fully automated CellSorter cell capture system for cell isolation with single-cell RNA-sequencing to transcriptionally profile 165 single P. falciparum-infected red blood cells (sc.iRBCs) during the intra-erythrocyte developmental cycle (IDC). As a control, we generated 28 RNA-seq libraries from populations (population.iRBCs) containing approximately 5,000 iRBCs at each time point.

GEN Datasets:
GEND000252 GEND000253
Strategy:
Species:
Healthy Condition:
Cell Type:
Cell Line:
Development Stage:
Protocol
Growth Protocol: Parasites were cultivated in type O blood at 5% hematocrit, in standard culturing media, supplemented with 10% human serum (Karolinska Hospital blood bank, Stockholm, Sweden), and using standard culturing techniques. Cultures were gassed with 90% NO2, 5% O2, and 5% CO2 and maintained in a shaking incubator, a technique that has been shown to effectively reduce the number of multiple-infected red blood cells. Parasites were synchronized over three consecutive rounds, using 5% sorbitol (w/v) to select for early rings and subsequently MACS sorting of the late trophozoite and schizont stages was carried out. For the purpose of generating populations of pure gametocyte cultures for validation of the putative gametocyte markers, we induced asexually replicating 3D7-164_tdT parasites and performed sexual stage induction followed by treatment with N-acetyl glucosamine for 5 days.; Parasites were cultivated in type O blood at 5% hematocrit, in standard culturing media, supplemented with 10% human serum (Karolinska Hospital blood bank, Stockholm, Sweden), and using standard culturing techniques. Cultures were gassed with 90% NO2, 5% O2, and 5% CO2 and maintained in a shaking incubator, a technique that has been shown to effectively reduce the number of multiple-infected red blood cells. Parasites were synchronized over three consecutive rounds, using 5% sorbitol (w/v) to select for early rings and subsequently MACS sorting of the late trophozoite and schizont stages was carried out. For the purpose of generating populations of pure gametocyte cultures for validation of the putative gametocyte markers, we induced asexually replicating 3D7–164_tdT parasites and performed sexual stage induction followed by treatment with N-acetyl glucosamine for 5 days.
Treatment Protocol: Samples were collected at 10, 16, 22, 32, 38, 44 ± 2 h post-invasion (p.i). At each time point 200 μl of parasite suspension was removed and stained with MitoTracker Green fluorescent dye (Life technologies, Carlsbad, CA). A total of 10 µl packed RBCs was stained with 0.5 µl MitoTracker, in 1 ml pre-heated culture media for 15 min at 37 °C. Cells were then washed 3 times in pre-heated PBS and re-suspended in 1 ml DPBS (Gibco, prod nr 14190-144). For sorting 1 µl of stained parasite cultures was diluted in 2 ml DPBS in a petri dish. Individual iRBCs were isolated using the automated, capillary-based facs-in-a-petri cell sorter (Cell Sorter, Budapest, Hungary) or the semi-automated capillary-based NK2 Transferman (Eppendorf, Hamburg, Germany). Thus, mechanical stress on the cells was minimized prior to lysis. iRBCs were collected within a 30 min window post staining and washing, and were visually monitored to ensure exclusive capture of individual single iRBCs, iRBCs in approximately 0.4-0.5 µl 1xPBS were transferred to 200 µl thin-walled PCR tubes (Corning, NY), containing 3.5ul lysis buffer (0.6% Tween-20) containing 2U/µl recombinant RNase inhibitor, supplemented with 1 µl oligo-dT (10 μM) and 1 µl dNTP mix (10 mM). Replicates of bulk samples were prepared by taking 0.4-0.5 µl of RBC suspension to 3.5 µl lysis buffer as described above.
Extract Protocol: Individual iRBCs were isolated using the automated, capillary-based facs-in-a-petri cell sorter (Cell Sorter, Budapest, Hungary) or the semi-automated capillary-based NK2 Transferman (Eppendorf, Hamburg, Germany). Replicates of bulk samples were prepared by taking 0.4–0.5 µl of RBC suspension to 3.5 µl lysis buffer as described above.
Library Construction Protocol: We generated cDNA libraries from individual iRBCs and populations of iRBCs using the Smart-seq2 protocol, with a few modifications.
Sequencing
Molecule Type: poly(A)+ RNA
Library Source:
Library Layout: SINGLE
Library Strand: -; Forward
Platform: ILLUMINA
Instrument Model: Illumina HiSeq 2000
Strand-Specific: Unspecific; Specific
Samples
Basic Information:
Sample Characteristic:
Biological Condition:
Experimental Variables:
Protocol:
Sequencing:
Assessing Quality:
Analysis:
Data Resource GEN Sample ID GEN Dataset ID Project ID BioProject ID Sample ID Sample Name BioSample ID Sample Accession Experiment Accession Release Date Submission Date Update Date Species Race Ethnicity Age Age Unit Gender Source Name Tissue Cell Type Cell Subtype Cell Line Disease Disease State Development Stage Mutation Phenotype Case Detail Control Detail Growth Protocol Treatment Protocol Extract Protocol Library Construction Protocol Molecule Type Library Layout Strand-Specific Library Strand Spike-In Strategy Platform Instrument Model Cell Number Reads Number Gbases AvgSpotLen1 AvgSpotLen2 Uniq Mapping Rate Multiple Mapping Rate Coverage Rate
Publications
Exploring parasite heterogeneity using single-cell RNA-seq reveals a gene signature among sexual stage Plasmodium falciparum parasites.
Experimental cell research . 2018-08-08 [PMID: 30096287]