scholarly journals Diversity of photosynthetic picoeukaryotes in eutrophic shallow lakes as assessed by combining flow cytometry cell-sorting and high throughput sequencing

2019 ◽  
Vol 95 (5) ◽  
Author(s):  
Sebastián Metz ◽  
Adriana Lopes dos Santos ◽  
Manuel Castro Berman ◽  
Estelle Bigeard ◽  
Magdalena Licursi ◽  
...  
2019 ◽  
Author(s):  
Sebastián Metz ◽  
Adriana Lopes dos Santos ◽  
Manuel Castro Berman ◽  
Estelle Bigeard ◽  
Magdalena Licursi ◽  
...  

ABSTRACTPhotosynthetic picoeukaryotes (PPE) are key components of primary production in marine and freshwater ecosystems. In contrast with those of marine environments, freshwater PPE groups have received little attention. In this work, we used flow cytometry cell sorting, microscopy and metabarcoding to investigate the composition of small photosynthetic eukaryote communities from six eutrophic shallow lakes in South America, Argentina. We compared the total molecular diversity obtained from PPE sorted populations as well as from filtered total plankton samples (FTP). Most reads obtained from sorted populations belonged to the classes: Trebouxiophyceae, Chlorophyceae and Bacillariophyceae. We retrieved sequences from non-photosynthetic groups, such as Chytridiomycetes and Ichthyosporea which contain a number of described parasites, indicating that these organisms were probably in association with the autotrophic cells sorted. Dominant groups among sorted PPEs were poorly represented in FTP and their richness was on average lower than in the sorted samples. A significant number of operational taxonomic units (OTUs) were exclusively found in sorting samples, emphasizing that sequences from FTP underestimate the diversity of PPE. Moreover, 22% of the OTUs found among the dominant groups had a low similarity (<95%) with reported sequences in public databases, demonstrating a high potential for novel diversity in these lakes.


RSC Advances ◽  
2019 ◽  
Vol 9 (8) ◽  
pp. 4507-4513 ◽  
Author(s):  
Xu-Dong Zhu ◽  
Xiang Shi ◽  
Shu-Wen Wang ◽  
Ju Chu ◽  
Wei-Hong Zhu ◽  
...  

A high-throughput screening system based on droplet microfluidic sorting was developed and employed for screening of high lactic acid-producing Bacillus coagulans.


2018 ◽  
Vol 9 ◽  
Author(s):  
Christina J. Fiedler ◽  
Christoph Schönher ◽  
Philipp Proksch ◽  
David Johannes Kerschbaumer ◽  
Ernest Mayr ◽  
...  

2020 ◽  
Author(s):  
Jingni He ◽  
Ying Zhang ◽  
Lidong Wang ◽  
Yifang Yu ◽  
Baiyu Yao ◽  
...  

Abstract BackgroundThyroid cancer is the most common endocrine tumor and typically has a good prognosis; however, some patients still present with local or distant metastases. Huaier is a traditional Chinese medicine reported as effective in treating certain types of tumor, but the effect of Huaier on thyroid cancer has not yet been reported. MethodsThe thyroid cancer cell lines, B-CPAP and C643, were treated with increasing concentrations of Huaier extract and the therapeutic effect was measured using a cell counting kit 8 (CCK-8) and flow cytometry. High-throughput sequencing was further performed to identify differentially expressed genes (DEGs) in Huaier-treated B-CPAP cells. Moreover, quantitative real-time PCR (RT-qPCR) was carried out to verify the selected RNAs. Finally, the dual luciferase detection kit was used to detect gene activity.ResultsProliferation of B-CPAP and C643 cells was significantly suppressed by treatment with Huaier extract in a concentration- and time-dependent manner. Huaier extract also induced cell cycle arrest and apoptosis according to flow cytometry (p < 0.05).High-throughput sequencing observed 7,979 significantly altered transcripts. Gene Ontology (GO) analysis showed that 270 genes were enriched in upregulated terms, while 171 genes were enriched in downregulated terms (p < 0.05). Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis indicated that there were 47 enriched pathways associated with DEGs (p < 0.05). The expression levels of chosen lncRNAs (SNHG7, MIR181A2HG, ILF3-AS1, and CTA-29F11.1) and their corresponding mRNAs (BBC3, CTSL, GADD45A, and DDIT3) were verified to be overexpressed in Huaier-treated B-CPAP cells by RT-qPCR (p < 0.05).Following transduction, the CCK-8 results showed that the proliferative capacity was increased in the shRNA group as compared with that in the Ctrl and Scr groups. According to flow cytometry, the number of cells in the G0/G1 phase was decreased in the shRNA group (p < 0.01) and the apoptosis rate was lower (p < 0.05). The shRNA-treated group had significantly reduced Huaier-induced apoptosis as compared with the Scr-treated group (p < 0.05). Moreover, the number of cells in the G0/G1 phase in the shRNA-treated group was significantly lower than that in the Scr-treated group (p < 0.05). The results of the dual luciferase reporter gene experiment showed that the activity in the GADD45A WT + miR-301a-3p(+) group was significantly reduced as compared with that in the GADD45A WT + miR-301a-3p(+) NC group (p < 0.01). Further, the activity in the ILF3-AS1 WT + miR-301a-3p(+) group was significantly lower than that in the ILF3-AS1 WT + miR-301a-3p(+) NC group (p < 0.05).ConclusionsThe present study demonstrates that Huaier extract inhibits the proliferation of thyroid cancer cells via changes in the expression levels of a multitude of genes. In particular, a decrease in GADD45A expression enhances the proliferative ability of thyroid cancer cells, the levels of which can be increased by Huaier treatment, thus regulating the cell cycle and apoptosis. Huaier can inhibit the proliferation of thyroid cancer cells through the ILF3-AS1/hsa-miR-301a-3p/GADD45A ceRNA axis.


Biology ◽  
2021 ◽  
Vol 10 (12) ◽  
pp. 1280
Author(s):  
Xinze Shuwang ◽  
Jun Sun ◽  
Yuqiu Wei ◽  
Congcong Guo

In this study, flow cytometry (FCM) and size-fractionated filtration, together with high-throughput molecular sequencing methods (SM), were used to investigate picophytoplankton. A particle separation filter and a higher-throughput sequencing method were used to evaluate the composition of a euphotic zone of picophytoplankton—especially picoeukaryotic phytoplankton—in the Western Pacific, and the results of flow cytometry, which is a classic way to detect picophytoplankton, were used as a standard to evaluate the reliability of the results of the SMs. Within a water column of 200 m, six water depths (5, 25, 50, 113 (DCM), 150, and 200 m) were established. In order to further study the particle size spectra of the picophytoplankton, size-fractionated filtration was used to separate water samples from each water depth into three particle size ranges: 0.2–0.6, 0.6–1.2, and 1.2–2 μm. A total of 36 (6 × 3 × 2) samples were obtained through PCR amplification of the 18S rRNA V4 hypervariable region and 16S rRNA, which were biased toward phytoplankton plastids, and then high-throughput sequencing was performed. The estimation of the picophytoplankton diameter relied on forward scattering (FSC) through FCM. The estimation of the vertical distribution and diameter of the picophytoplankton using the SM was consistent with the results with FCM; thus, we believe that the estimation of picophytoplankton composition with the SM has value as a reference, although the size-fractionated filtration seemed to cause some deviations. In addition to Prochlorococcus and Synechococcus, the SM was used to evaluate the composition of picoeukaryotic phytoplankton, which mainly included Prymnesiophycea (Haptophyta) (38.15%), Cryptophyceae (Cryptophyta) (22.36%), Dictyochophyceae (Chrysophyta) (12.22%), and Mamiellophyceae (Chlorophyta) (3.31%). In addition, the SM also detected Dinophyceae (Dinoflagellata) (11.69%) sequences and a small number of Bacillariophyceae (Diatom) (1.64%) sequences, which are generally considered to have large particle sizes. The results of the SM also showed that the picoeukaryotic phytoplankton were not evenly distributed in the euphotic layer, and the vertical distributions of the different picoeukaryotic phytoplankton were different. An analysis of correlations with environmental factors showed that temperature was the main environmental factor controlling the vertical distribution of picophytoplankton.


Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 2550-2550
Author(s):  
David Wu ◽  
Ryan O Emerson ◽  
Anna Sherwood ◽  
Mignon L. Loh ◽  
Anne Angiolillo ◽  
...  

Abstract High-throughput sequencing (HTS) of immunoglobulin heavy chain genes (IGH) may be useful for detecting minimal residual disease (MRD) in acute lymphoblastic leukemia. We previously demonstrated the first application of high-throughput sequencing for the detection of minimal residual disease in T-cell precursor acute lymphoblastic leukemia (TPC-ALL) (Sci. Transl. Med. 4(134):134ra63. 2012). Recently, Faham and colleagues considered deep sequencing for MRD detection in B-cell precursor acute lymphoblastic leukemia (BPC-ALL) (Blood 120(26):5173-80, 2012). As this prior analysis in BPC-ALL apparently focused only on samples known to have a clonal rearrangement in IGH, the potential applicability and wide-spread utility of sequencing of IGH in unselected clinical samples for MRD has not been tested. Here, we consider an unselected cohort of patients enrolled in Children Oncology Group AALL0932 trial and use residual material from 99 patient samples submitted for routine multi-parametric flow cytometry (mpFC) at U. of Washington. One sample failed in the initial DNA extraction step and was not further considered. We show using high-throughput sequencing that clonal IGH rearrangements can be identified in 92 of the remaining 98 pre-treatment samples, using a definition of a V-D-J or D-J rearrangement comprising at least 10% of total nucleated cells (Fig. 1A). Similar to our prior findings in TPC-ALL, we find three subsets of patients—1) those for whom MRD is not detected by either flow cytometry or HTS; 2) those for whom MRD is detected both by flow cytometry and HTS; and 3) those for whom MRD is detected only by HTS, but not flow cytometry (Fig. 1B). There were no false negative results by HTS as compared to flow cytometry.Figure 1Measurement of clonal IGH rearrangement by high-throughput sequencing (HTS) or immunphenotypically abnormal B lymphoblast population by multi-parametric flow cytometry in pre-treatment (A) or day 29 post-treatment (B) residual samples. Results are reported for both HTS (red) and mpFC (blue) as clone frequency per total nucleated cells.Figure 1. Measurement of clonal IGH rearrangement by high-throughput sequencing (HTS) or immunphenotypically abnormal B lymphoblast population by multi-parametric flow cytometry in pre-treatment (A) or day 29 post-treatment (B) residual samples. Results are reported for both HTS (red) and mpFC (blue) as clone frequency per total nucleated cells. In the third group (HTS+positive, flow cytometry-negative), a subset of these patients, (5 of 28) had MRD detectable by HTS at a level within the expected sensitivity of flow cytometry. We hypothesized that in these cases that post-treatment MRD sequences may be present within the maturing B cell compartment that is not immunophenotypically aberrant by flow cytometry. To test this hypothesis, we analyzed eight additional post-treatment samples that were negative for MRD by flow cytometry. The mature B-cell fraction was collected by triple, flow cytometry-sorting and then sequenced by HTS for IGH rearrangements to search for the index clone defined in the corresponding, paired pre-treatment samples. Although a limited finding, diagnostic index IGH sequence was indeed identified in one of eight samples, in only the mature B-cell fraction, which is consistent with the proportion of cases with high-level MRD detected by HTS but which was missed by flow cytometry. Taken together, our results provide additional support for assessment of MRD in acute lymphoblastic leukemia by high-throughput sequencing. Our findings argue that precise quantification of the level of MRD by HTS will be important, and suggest that clonal IGH rearrangement sequences may be detected in an immunophenotypically normal population of mature B cells that may not be detected by flow cytometry. Disclosures: Emerson: Adaptive Biotechnologies: Employment, Equity Ownership. Sherwood:Adaptive Biotechnologies: Employment, Equity Ownership. Kirsch:Adaptive Biotechnologies: Employment, Equity Ownership. Carlson:Adaptive Biotechnologies: Consultancy, Equity Ownership, Patents & Royalties. Williamson:Adaptive Biotechnologies: Employment, Equity Ownership. Wood:Becton Dickinson and Company, NJ, USA: Research Funding. Robins:Adaptive Biotechnologies: Consultancy, Equity Ownership, Patents & Royalties.


Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 1086-1086 ◽  
Author(s):  
Brent L. Wood ◽  
David Wu ◽  
Ilan M. Kirsch ◽  
Beryl Crossley ◽  
David Williamson ◽  
...  

Abstract Background Early response to induction chemotherapy is a significant prognostic factor in the outcome of children with acute lymphoblastic leukemia (ALL). High throughput sequencing (HTS) of rearranged immune receptor (TCR and Ig) genes offers the possibility of a more accurate, sensitive, and standardized approach to determination of early response to therapy.In this study, we investigate the ability of an HTS assay to risk stratify children with B-ALL at the end of induction therapy in comparison with flow cytometry (FC), assess the impact of increased MRD sensitivity on risk group assignment, evaluate the significance of MRD discordance between HTS and FC, and identify a novel subset of patients having an inferior outcome. Methods 619 paired Pretreatment and End of Induction (Day 29) samples from patients with B-ALL enrolled on Children's Oncology Group (COG) clinical trials AALL0331 (standard-risk, SR) and AALL0232 (high-risk, HR) having minimal residual disease (MRD) at Day 29 of less than 0.1% by flow cytometry were assayed by high throughput sequencing of CDR3 regions of IGH and TCRG. Dominant clonal CDR3 sequences in the pretreatment samples were quantitated in the paired Day 29 samples as residual disease of total nucleated cells without knowledge of the FC results. The relationship of residual disease determined by HTS and FC to 5-year event-free and overall survival (EFS and OS) was evaluated using Kaplan-Meier statistics. Results HTS detected a dominant clonal sequence in 93.2% of Pretreatment B-ALL samples, providing an informative cohort of standard-risk (N=282) and high-risk (N=297) patients. Using a threshold of 0.01% on the combined cohort, HTS and FC show identical EFS and OS for MRD positive (77.7% ± 0.04, 91.6% ± 0.03) and negative (92.5% ± 0.02, 96.3% ± 0.01) subsets, see Figure 1. Interestingly, reducing the HTS threshold from 0.01% to 0.0001% results in an improvement in EFS for the HTS MRD positive subset in both standard (80.1% -> 88.2%) and high-risk (75.3% -> 84.8%) patients, likely due to major reductions in the number of patients otherwise scored as MRD negative using the higher threshold of 0.01%(70.9% -> 27.0% SR and 78.5% -> 36.7% HR). This reflects the much more favorable outcome of the large cohort of patients with MRD between 0.0001% and 0.01% compared to those >0.01%. Little improvement in EFS is seen for HTS MRD negative patients with a reduction in MRD threshold. Maximal difference in EFS is achieved at an HTS threshold of 0.01%. Importantly, the subset of SR patients with no detectable residual clonal sequence at any level (19.9% of total) show an excellent EFS (98.1% ± 0.02) and OS (100% ± 0), different from the similar subset of HR patients (30.0% of total) showing less favorable EFS (92.7% ± 0.04) and OS (95.1% ± 0.03). Patients discordant for MRD at a threshold of 0.01%, either HTS+/FC- (N=55) or HTS-/FC+ (N=17), show intermediate EFS compared with concordantly positive or negative patients. Of interest, patients lacking a detectable clonal IgH sequence (N=42) show a significantly inferior EFS (78.5% ± 0.08 vs. 89.3% ± 0.02, p=0.01) but not OS. Conclusions HTS is equivalent to FC in its ability to risk stratify patients with childhood B-ALL at End of Induction therapy using a MRD threshold of 0.01%. Reducing the HTS MRD threshold below 0.01% does not improve risk stratification, but does allow identification of a small subset of MRD negative standard-risk patients virtually certain to be cured with current therapy. Patients discordant for MRD between HTS and FC have an outcome intermediate between that seen for concordant patients. Patients lacking a detectable clonal IgH sequence, presumably representing a more primitive form of leukemia, show a significantly inferior outcome. Figure 1. Equivalence of outcomes by high throughput sequencing and flow cytometry for B-ALL patients at a residual disease threshold of 0.01%. Figure 1. Equivalence of outcomes by high throughput sequencing and flow cytometry for B-ALL patients at a residual disease threshold of 0.01%. Disclosures Wood: Pfizer: Honoraria, Other: Laboratory Services Agreement; Amgen: Honoraria, Other: Laboratory Services Agreement; Seattle Genetics: Honoraria, Other: Laboratory Services Agreement; Juno: Other: Laboratory Services Agreement. Kirsch:Adaptive Biotechnology: Employment. Crossley:Adaptive: Employment, Equity Ownership. Williamson:Adaptive Biotechnology: Employment. Borowitz:HTG Molecular: Consultancy; BD Biosciences: Research Funding; Bristol-Myers Squibb: Research Funding; MedImmune: Research Funding. Loh:Bristol Myers Squibb: Membership on an entity's Board of Directors or advisory committees; Abbvie: Research Funding. Robins:Adaptive Biotechnology: Employment.


Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 2545-2545
Author(s):  
David Wu ◽  
Anna Sherwood ◽  
Stuart S. Winter ◽  
Kimberly Dunsmore ◽  
Mignon L Loh ◽  
...  

Abstract Abstract 2545 There is increasing evidence for the utility of minimal residual disease (MRD) assessment in predicting clinical outcomes of patients with T cell lymphoblastic leukemia (T-ALL). Evaluation of MRD by PCR-based analysis of T-cell receptor (TCR) genes has a sensitivity of 10−5, but requires the use of individualized patient-specific primers, which is laborious, expensive and difficult to implement for real-time, clinical decision-making. Multi-parametric flow cytometry is currently limited to a sensitivity of 10−4, requires viable cells, and is poorly standardized. High-throughput DNA sequencing offers the potential to equal or surpass the higher sensitivity of PCR-based MRD testing with reduced cost, improved turn-around time, and better standardization. Paired samples of pediatric T-ALL from 14 patients enrolled on Children's Oncology Group AALL0434 were obtained at diagnosis and at day 29 post-induction therapy. The complementarity determining regions (CDR3) regions of TCRB and TCRG were sequenced for all 28 specimens using an Illumina GA2 platform as previously described (see Blood, 114(19):4099–4107, 2009 and Sci Transl Med. 3(90):90ra61, 2011). Pre-treatment samples were used to obtain unique TCR sequences for the leukemic clone, and post-treatment samples were assessed for the frequency of each TCR sequence as a percentage of the total. The frequency of each sequence was also enumerated in post-treatment samples from all other patients to evaluate specificity. These results were compared to MRD results obtained by 9-color flow cytometry per trial protocol. Eleven of 14 pre-treatment samples (78.6%) had a detectable clonal population based on TCRG sequence analysis, and 10 of these also had a clonal TCRB sequence. Five samples exhibited an additional unique TCRG sequence, consistent either with rearrangement of both TCRG loci or the presence of two clonal subpopulations. Two of 3 cases without a detectable clonal TCR gene sequence had the immunophenotype of early thymic precursor (ETP) T-ALL and would be expected to have germline TCRB and TCRG genes. No other cases were ETP. Clones were found in all 5 informative post-treatment samples positive for MRD by flow cytometry, as well as at a low level in 3 additional patients without MRD by flow cytometry, suggesting superior sensitivity for sequencing. The background sequence frequencies were very low (0–10−5) in other patient post-treatment samples, being slightly higher for TCRG than for TCRB, consistent with germline sequence diversity. We demonstrate the potential of high-throughput sequencing for analysis of MRD in pediatric T-ALL. The number of cases in which the assay is informative (78.6%) is similar to that seen with standard PCR MRD methods, but evaluation of more cases is needed. MRD by sequencing appears to have a higher sensitivity than current flow cytometric methods, although direct comparison of MRD frequencies from the two techniques is problematic and will require normalization. The strong association of ETP status and lack of clonal TCR sequence identification at diagnosis suggests utility in identifying this poor outcome subset of T-ALL. Disclosures: Sherwood: Adaptive TCR, Seattle, WA: Employment, Equity Ownership. Wood:Becton, Dickinson and Company, NJ, USA: Research Funding. Robins:Adaptive TCR, Seattle, WA: Consultancy, Equity Ownership, Patents & Royalties.


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