Severity: Warning
Message: file_get_contents(https://...@gmail.com&api_key=61f08fa0b96a73de8c900d749fcb997acc09&a=1): Failed to open stream: HTTP request failed! HTTP/1.1 429 Too Many Requests
Filename: helpers/my_audit_helper.php
Line Number: 197
Backtrace:
File: /var/www/html/application/helpers/my_audit_helper.php
Line: 197
Function: file_get_contents
File: /var/www/html/application/helpers/my_audit_helper.php
Line: 271
Function: simplexml_load_file_from_url
File: /var/www/html/application/helpers/my_audit_helper.php
Line: 1075
Function: getPubMedXML
File: /var/www/html/application/helpers/my_audit_helper.php
Line: 3195
Function: GetPubMedArticleOutput_2016
File: /var/www/html/application/controllers/Detail.php
Line: 597
Function: pubMedSearch_Global
File: /var/www/html/application/controllers/Detail.php
Line: 511
Function: pubMedGetRelatedKeyword
File: /var/www/html/index.php
Line: 317
Function: require_once
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Circadian regulation enables plants to coordinate cellular processes with daily environmental cycles, yet the dynamics and hierarchy of the clock across cell types remains poorly understood. To characterize circadian regulation across cell types in the mature leaf, we performed a 24 hour single nucleus RNA-sequencing circadian time course. We captured ~30,000 nuclei across seven circadian time points, recovering all major leaf cell types. We identified over 7,400 genes with cluster-resolved circadian regulation, and used coexpression analysis to define five major temporal expression clades shared across all cell types. We leveraged these assignments to identify genes with cell-type-specific temporal shifts in expression. Single cell gene regulatory networks were generated for each cluster through GENIE3, identifying many shared and unique transcription factor target interactions across clusters. A close examination of core clock component targets identified complex light and hormone signaling associated networks, capturing both broad cross-cell type regulation and cell-type-specific target regulation. Our results demonstrate the extent to which circadian transcriptional regulation is present in the mature Arabidopsis leaf, and highlight the immense complexity in cell-type-specific regulation.
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Source |
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC12262343 | PMC |
http://dx.doi.org/10.1101/2025.06.12.659411 | DOI Listing |