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: 1057
Function: getPubMedXML
File: /var/www/html/application/helpers/my_audit_helper.php
Line: 3175
Function: GetPubMedArticleOutput_2016
File: /var/www/html/application/controllers/Detail.php
Line: 575
Function: pubMedSearch_Global
File: /var/www/html/application/controllers/Detail.php
Line: 489
Function: pubMedGetRelatedKeyword
File: /var/www/html/index.php
Line: 316
Function: require_once
Induced pluripotent stem cells (iPSCs) have the potential to differentiate into any cell type, offering a valuable tool for research in developmental biology, regenerative medicine, and disease modeling. In this study, iPSCs were differentiated into cranial neural crest cells (CNCCs) over a 14-day period. RNA was extracted from these cells at day 0 (iPSCs), day 7, and day 14 to evaluate successful differentiation through the expression analysis of pluripotency and CNCC marker genes.A key focus was the conversion of existing qPCR assays into multiplexed RT-dPCR assays utilizing universal detection probes for precise gene expression analysis during the differentiation of induced pluripotent stem cells (iPSCs) into cranial neural crest cells (CNCCs). We aimed to leverage the superior precision, sensitivity, and multiplexing-degree of dPCR, particularly in quantifying low-abundance targets. We conducted a comparative analysis of the temporal expression patterns of crucial marker genes using both qPCR and dPCR.Our experiments revealed that the four five-plex dPCR assays could successfully detect and quantify the pluripotency and CNCC marker genes and evaluate CNCC differentiation. We observed the expected downregulation of pluripotency genes during differentiation. Conversely, the upregulation of CNCC markers validates the successful differentiation process. In conclusion, SYBR Green I gene expression qPCR assays can be readily converted into multiplex dPCR assays using universal detection probes.Overall, this work underscores the potential of dPCR as a valuable tool for molecular profiling in stem cell research, offering robust, precise, and efficient gene expression analysis. The findings suggest that while qPCR remains a reliable method for routine applications, dPCR provides particular advantages for high-precision, low-sample input studies, expanding the analytical toolbox for stem cell differentiation and gene expression research.
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Source |
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http://dx.doi.org/10.1007/978-1-0716-4276-4_2 | DOI Listing |
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