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  1. Article ; Online: Deregulation of ceRNA Networks in Frontal Cortex and Choroid Plexus of Brain during SARS-CoV-2 Infection Aggravates Neurological Manifestations: An Insight from Bulk and Single-Cell Transcriptomic Analyses.

    Das, Deepyaman / Podder, Soumita

    Advanced biology

    2022  Volume 6, Issue 8, Page(s) e2101310

    Abstract: Although transcriptomic studies of SARS-CoV-2-infected brains have depicted variability in gene expression, the landscape of deregulated cell-specific regulatory circuits has not been elucidated yet. Hence, bulk and single-cell RNA-seq data are analyzed ... ...

    Abstract Although transcriptomic studies of SARS-CoV-2-infected brains have depicted variability in gene expression, the landscape of deregulated cell-specific regulatory circuits has not been elucidated yet. Hence, bulk and single-cell RNA-seq data are analyzed to gain detailed insights. Initially, two ceRNA networks with 19 and 3 differentially expressed (DE) hub lncRNAs are reconstructed in SARS-CoV-2 infected Frontal Cortex (FC) and Choroid Plexus (CP), respectively. Functional and pathway enrichment analyses of downstream mRNAs of deregulated ceRNA axes demonstrate impairment of neurological processes. Mapping of hub lncRNA-mRNA pairs from bulk RNA-seq with snRNA-seq data has indicated that NORAD, NEAT1, and STXBP5-AS1 are downregulated across 4, 4, and 2 FC cell types, respectively. At the same time, MIRLET7BHG and MALAT1 are upregulated in excitatory neurons of FC and neurons of CP, respectively. Here, it is hypothesized that downregulation of NORAD, NEAT1, and STXBP5-AS1, and upregulation of MIRLET7BHG and MALAT1 might deregulate respectively 51, 6, and 37, and 31 and 19 mRNAs in cell types of FC and CP. Afterward, 13 therapeutic miRNAs are traced that might safeguard against deregulated lncRNA-mRNA pairs of NORAD, NEAT1, and MIRLET7BHG in FC. This study helps to explain the plausible mechanism of post-COVID neurological manifestation and also to devise therapeutics against it.
    MeSH term(s) COVID-19/genetics ; Choroid Plexus/metabolism ; Frontal Lobe/metabolism ; Gene Regulatory Networks ; Humans ; RNA, Long Noncoding/genetics ; RNA, Messenger/genetics ; SARS-CoV-2 ; Transcriptome/genetics
    Chemical Substances RNA, Long Noncoding ; RNA, Messenger
    Language English
    Publishing date 2022-06-03
    Publishing country Germany
    Document type Journal Article
    ISSN 2701-0198
    ISSN (online) 2701-0198
    DOI 10.1002/adbi.202101310
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  2. Article ; Online: Enrichment of intrinsically disordered residues in ohnologs facilitates abiotic stress resilience in Brassica rapa.

    Das Laha, Shayani / Das, Deepyaman / Ghosh, Tapash / Podder, Soumita

    Journal of plant research

    2023  Volume 136, Issue 2, Page(s) 239–251

    Abstract: Arabidopsis thaliana and Brassica rapa are in the same evolutionary lineage, although the latter experienced an additional whole genome triplication event. Therefore, it would be intriguing to investigate the traits that gene duplication imposes to ... ...

    Abstract Arabidopsis thaliana and Brassica rapa are in the same evolutionary lineage, although the latter experienced an additional whole genome triplication event. Therefore, it would be intriguing to investigate the traits that gene duplication imposes to mediate plant stress tolerance. Here, we noticed that B. rapa abiotic stress resistance (ASR) genes which code at least one stress responsive domain have a significantly higher number of paralogs than A. thaliana. Analysing the disordered content of the ASR genes in both species, we found that intrinsically disordered residues (IDR) are specifically enriched in whole genome duplication (WGD) derived paralogs. Subsequently, domain similarity analysis between WGD pairs of both species has revealed that majority of WGD pairs in B. rapa did not share domains with each other. Furthermore, domain enrichment analysis has shown that B. rapa paralogs contain 36 distinct stress responsive enriched domains, significantly higher than A. thaliana paralogs. Next, we performed MSA to investigate the domain conservation between orthologs and ohnologs pairs, we found that 80.13% of B. rapa ohnologs acquire new domains, depicting the fact that ohnologs play a significant role in stress-related behaviours. The average IDR content of the ohnologs enriching new domains after gene duplication in B. rapa (0.19), is also significantly higher than A. thaliana (0.04). Interestingly, we also found that all of these attributes i.e., exhibiting higher number of WGD paralogs and enhancement of IDR in ASR genes of B. rapa compared to A. thaliana is exclusive for ASR genes only. No such significant differences were observed in randomly selected non-ASR genes between the two species. Together these results provide strong support for the hypothesis that augmentation of IDR content followed by a whole genome duplication event imposes the stress resistance potentiality in B. rapa. This research will shed light on the mechanism of how B. rapa is able to successfully adapt to stress over the evolutionary timescale.
    MeSH term(s) Brassica rapa/genetics ; Arabidopsis/genetics ; Phylogeny ; Biological Evolution ; Stress, Physiological/genetics ; Genome, Plant/genetics ; Gene Expression Regulation, Plant ; Evolution, Molecular
    Language English
    Publishing date 2023-01-06
    Publishing country Japan
    Document type Journal Article
    ZDB-ID 2077362-6
    ISSN 1618-0860 ; 0918-9440
    ISSN (online) 1618-0860
    ISSN 0918-9440
    DOI 10.1007/s10265-022-01432-6
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  3. Article ; Online: Unraveling the molecular crosstalk between Atherosclerosis and COVID-19 comorbidity.

    Das, Deepyaman / Podder, Soumita

    Computers in biology and medicine

    2021  Volume 134, Page(s) 104459

    Abstract: Background: Corona virus disease 2019 (COVID-19) caused by Severe Acute Respiratory Syndrome Coronavirus -2 (SARS-CoV-2) has created ruckus throughout the world. Growing epidemiological studies have depicted atherosclerosis as a comorbid factor of COVID- ...

    Abstract Background: Corona virus disease 2019 (COVID-19) caused by Severe Acute Respiratory Syndrome Coronavirus -2 (SARS-CoV-2) has created ruckus throughout the world. Growing epidemiological studies have depicted atherosclerosis as a comorbid factor of COVID-19. Though both these diseases are triggered via inflammatory rage that leads to injury of healthy tissues, the molecular linkage between them and their co-influence in causing fatality is not yet understood.
    Methods: We have retrieved the data of differentially expressed genes (DEGs) for both atherosclerosis and COVID-19 from publicly available microarray and RNA-Seq datasets. We then reconstructed the protein-protein interaction networks (PPIN) for these diseases from protein-protein interaction data of corresponding DEGs. Using RegNetwork and TRRUST, we mapped the transcription factors (TFs) in atherosclerosis and their targets (TGs) in COVID-19 PPIN.
    Results: From the atherosclerotic PPIN, we have identified 6 hubs (TLR2, TLR4, EGFR, SPI1, MYD88 and IRF8) as differentially expressed TFs that might control the expression of their 17 targets in COVID-19 PPIN. The important target proteins include IL1B, CCL5, ITGAM, IFIT3, CXCL1, CXCL2, CXCL3 and CXCL8. Consequent functional enrichment analysis of these TGs have depicted inflammatory responses to be overrepresented among the gene sets.
    Conclusion: Finally, analyzing the DEGs in cardiomyocytes infected with SARS-CoV-2, we have concluded that MYD88 is a crucial linker of atherosclerosis and COVID-19, the co-existence of which lead to fatal outcomes. Anti-inflammatory therapy targeting MYD88 could be a potent strategy for combating this comorbidity.
    Language English
    Publishing date 2021-05-01
    Publishing country United States
    Document type Journal Article
    ZDB-ID 127557-4
    ISSN 1879-0534 ; 0010-4825
    ISSN (online) 1879-0534
    ISSN 0010-4825
    DOI 10.1016/j.compbiomed.2021.104459
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    Zs.A 653: Show issues Location:
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  4. Article ; Online: Enrichment of intrinsically disordered residues in ohnologs facilitates abiotic stress resilience in Brassica rapa

    Das Laha, Shayani / Das, Deepyaman / Ghosh, Tapash / Podder, Soumita

    J Plant Res. 2023 Mar., v. 136, no. 2 p.239-251

    2023  

    Abstract: Arabidopsis thaliana and Brassica rapa are in the same evolutionary lineage, although the latter experienced an additional whole genome triplication event. Therefore, it would be intriguing to investigate the traits that gene duplication imposes to ... ...

    Abstract Arabidopsis thaliana and Brassica rapa are in the same evolutionary lineage, although the latter experienced an additional whole genome triplication event. Therefore, it would be intriguing to investigate the traits that gene duplication imposes to mediate plant stress tolerance. Here, we noticed that B. rapa abiotic stress resistance (ASR) genes which code at least one stress responsive domain have a significantly higher number of paralogs than A. thaliana. Analysing the disordered content of the ASR genes in both species, we found that intrinsically disordered residues (IDR) are specifically enriched in whole genome duplication (WGD) derived paralogs. Subsequently, domain similarity analysis between WGD pairs of both species has revealed that majority of WGD pairs in B. rapa did not share domains with each other. Furthermore, domain enrichment analysis has shown that B. rapa paralogs contain 36 distinct stress responsive enriched domains, significantly higher than A. thaliana paralogs. Next, we performed MSA to investigate the domain conservation between orthologs and ohnologs pairs, we found that 80.13% of B. rapa ohnologs acquire new domains, depicting the fact that ohnologs play a significant role in stress-related behaviours. The average IDR content of the ohnologs enriching new domains after gene duplication in B. rapa (0.19), is also significantly higher than A. thaliana (0.04). Interestingly, we also found that all of these attributes i.e., exhibiting higher number of WGD paralogs and enhancement of IDR in ASR genes of B. rapa compared to A. thaliana is exclusive for ASR genes only. No such significant differences were observed in randomly selected non-ASR genes between the two species. Together these results provide strong support for the hypothesis that augmentation of IDR content followed by a whole genome duplication event imposes the stress resistance potentiality in B. rapa. This research will shed light on the mechanism of how B. rapa is able to successfully adapt to stress over the evolutionary timescale.
    Keywords Arabidopsis thaliana ; Brassica rapa ; abiotic stress ; gene duplication ; genome ; plant stress ; stress tolerance
    Language English
    Dates of publication 2023-03
    Size p. 239-251.
    Publishing place Springer Nature Singapore
    Document type Article ; Online
    ZDB-ID 2077362-6
    ISSN 1618-0860 ; 0918-9440
    ISSN (online) 1618-0860
    ISSN 0918-9440
    DOI 10.1007/s10265-022-01432-6
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  5. Article ; Online: Insights into the identification and evolutionary conservation of key genes in the transcriptional circuits of meiosis initiation and commitment in budding yeast.

    Das, Deepyaman / Chaudhary, Anis Ahmad / Ali, Mohamed A M / Alawam, Abdullah S / Sarkar, Hironmoy / Podder, Soumita

    FEBS open bio

    2023  Volume 13, Issue 12, Page(s) 2290–2305

    Abstract: Initiation of meiosis in budding yeast does not commit the cells for meiosis. Thus, two distinct signaling cascades may differentially regulate meiosis initiation and commitment in budding yeast. To distinguish between the role of these signaling ... ...

    Abstract Initiation of meiosis in budding yeast does not commit the cells for meiosis. Thus, two distinct signaling cascades may differentially regulate meiosis initiation and commitment in budding yeast. To distinguish between the role of these signaling cascades, we reconstructed protein-protein interaction networks and gene regulatory networks with upregulated genes in meiosis initiation and commitment. Analyzing the integrated networks, we identified four master regulators (MRs) [Ume6p, Msn2p, Met31p, Ino2p], three transcription factors (TFs), and 279 target genes (TGs) unique for meiosis initiation, and three MRs [Ndt80p, Aro80p, Rds2p], 11 TFs, and 948 TGs unique for meiosis commitment. Functional enrichment analysis of these distinct members from the transcriptional cascades for meiosis initiation and commitment revealed that nutritional cues rewire gene expression for initiating meiosis and chromosomal recombination commits cells to meiosis. As meiotic chromosomal recombination is highly conserved in eukaryotes, we compared the evolutionary rate of unique members in the transcriptional cascade of two meiotic phases of Saccharomyces cerevisiae with members of the phylum Ascomycota, revealing that the transcriptional cascade governing chromosomal recombination during meiosis commitment has experienced greater purifying selection pressure (P value = 0.0013, 0.0382, 0.0448, 0.0369, 0.02967, 0.04937, 0.03046, 0.03357 and < 0.00001 for Ashbya gossypii, Yarrowia lipolytica, Debaryomyces hansenii, Aspergillus fumigatus, Neurospora crassa, Kluyveromyces lactis, Schizosaccharomyces pombe, Schizosaccharomyces cryophilus, and Schizosaccharomyces octosporus, respectively). This study demarcates crucial players driving meiosis initiation and commitment and demonstrates their differential rate of evolution in budding yeast.
    MeSH term(s) Saccharomyces cerevisiae Proteins/metabolism ; Saccharomycetales/genetics ; Saccharomycetales/metabolism ; Transcription Factors/genetics ; Transcription Factors/metabolism ; Saccharomyces cerevisiae/genetics ; Saccharomyces cerevisiae/metabolism ; Meiosis/genetics
    Chemical Substances Saccharomyces cerevisiae Proteins ; Transcription Factors
    Language English
    Publishing date 2023-11-14
    Publishing country England
    Document type Journal Article ; Research Support, Non-U.S. Gov't
    ZDB-ID 2651702-4
    ISSN 2211-5463 ; 2211-5463
    ISSN (online) 2211-5463
    ISSN 2211-5463
    DOI 10.1002/2211-5463.13728
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  6. Article ; Online: In silico identification of key regulators instigating the pre-meiotic phase during respiration in Saccharomyces cerevisiae.

    Das, Deepyaman / Sarkar, Hironmoy / Podder, Soumita

    FEMS yeast research

    2021  Volume 21, Issue 2

    Abstract: Like higher eukaryotes, diploid MATa/MATα budding yeasts can undergo both mitosis and meiosis. Although the potential reason for their phase switching is elucidated by two consecutive processes, i.e. transition from fermentation (mitotic growth) to ... ...

    Abstract Like higher eukaryotes, diploid MATa/MATα budding yeasts can undergo both mitosis and meiosis. Although the potential reason for their phase switching is elucidated by two consecutive processes, i.e. transition from fermentation (mitotic growth) to respiration in glucose-deficient media and then complete shift to meiotic phase in combined nitrogen- and glucose-starved media, the genomic interactions and regulatory cascade operating this drive remain elusive. Here, we aim to explore the regulatory cross-talk that mediates the phase transition. We have hypothesized that pre-growth in glucose-starved condition (yeast extract-peptone-acetate media) not only causes switch from fermentation to respiration but also prepares them for meiosis via a myriad of signaling events regulated by transcription factors (TFs). We have identified 23 putative TFs from integrated protein-protein interaction and gene regulatory network that were reconstructed from predicted and experimentally validated data. A total of six TFs (Xbp1p, Abf1p, Cbf1p, Ste12p, Reb1p and Gcn4p) are found to be highly connected in the network and involved in the cross-talk between respiration and cellular preparation for meiosis. We have identified Abf1p and Adr1p as the master regulators of the integrated network. This study in yeast will help to decipher the pre-meiotic initiation that occurs in higher eukaryotes.
    MeSH term(s) Computer Simulation ; Fermentation ; Gene Expression Regulation, Fungal/genetics ; Meiosis ; Oxygen Consumption ; Saccharomyces cerevisiae/genetics ; Saccharomyces cerevisiae/metabolism ; Saccharomyces cerevisiae Proteins/genetics ; Saccharomyces cerevisiae Proteins/metabolism ; Saccharomycetales/metabolism ; Signal Transduction
    Chemical Substances Saccharomyces cerevisiae Proteins
    Language English
    Publishing date 2021-02-25
    Publishing country England
    Document type Journal Article
    ZDB-ID 2036775-2
    ISSN 1567-1364 ; 1567-1356
    ISSN (online) 1567-1364
    ISSN 1567-1356
    DOI 10.1093/femsyr/foab006
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    Zs.A 5454: Show issues Location:
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  7. Article ; Online: Insights into the identification and evolutionary conservation of key genes in the transcriptional circuits of meiosis initiation and commitment in budding yeast

    Deepyaman Das / Anis Ahmad Chaudhary / Mohamed A. M. Ali / Abdullah S. Alawam / Hironmoy Sarkar / Soumita Podder

    FEBS Open Bio, Vol 13, Iss 12, Pp 2290-

    2023  Volume 2305

    Abstract: Initiation of meiosis in budding yeast does not commit the cells for meiosis. Thus, two distinct signaling cascades may differentially regulate meiosis initiation and commitment in budding yeast. To distinguish between the role of these signaling ... ...

    Abstract Initiation of meiosis in budding yeast does not commit the cells for meiosis. Thus, two distinct signaling cascades may differentially regulate meiosis initiation and commitment in budding yeast. To distinguish between the role of these signaling cascades, we reconstructed protein–protein interaction networks and gene regulatory networks with upregulated genes in meiosis initiation and commitment. Analyzing the integrated networks, we identified four master regulators (MRs) [Ume6p, Msn2p, Met31p, Ino2p], three transcription factors (TFs), and 279 target genes (TGs) unique for meiosis initiation, and three MRs [Ndt80p, Aro80p, Rds2p], 11 TFs, and 948 TGs unique for meiosis commitment. Functional enrichment analysis of these distinct members from the transcriptional cascades for meiosis initiation and commitment revealed that nutritional cues rewire gene expression for initiating meiosis and chromosomal recombination commits cells to meiosis. As meiotic chromosomal recombination is highly conserved in eukaryotes, we compared the evolutionary rate of unique members in the transcriptional cascade of two meiotic phases of Saccharomyces cerevisiae with members of the phylum Ascomycota, revealing that the transcriptional cascade governing chromosomal recombination during meiosis commitment has experienced greater purifying selection pressure (P value = 0.0013, 0.0382, 0.0448, 0.0369, 0.02967, 0.04937, 0.03046, 0.03357 and < 0.00001 for Ashbya gossypii, Yarrowia lipolytica, Debaryomyces hansenii, Aspergillus fumigatus, Neurospora crassa, Kluyveromyces lactis, Schizosaccharomyces pombe, Schizosaccharomyces cryophilus, and Schizosaccharomyces octosporus, respectively). This study demarcates crucial players driving meiosis initiation and commitment and demonstrates their differential rate of evolution in budding yeast.
    Keywords evolutionary conservation ; gene regulatory network ; master regulator ; protein–protein interaction network ; Saccharomyces cerevisiae ; transcription factor ; Biology (General) ; QH301-705.5
    Subject code 570
    Language English
    Publishing date 2023-12-01T00:00:00Z
    Publisher Wiley
    Document type Article ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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