Characterization of metabolic responses, genetic variations, and microsatellite instability in ammonia-stressed CHO cells grown in fed-batch cultures
Abstract Background As bioprocess intensification has increased over the last 30 years, yields from mammalian cell processes have increased from 10’s of milligrams to over 10’s of grams per liter. Most of these gains in productivity can be attributed to increasing cell densities within bioreactors....
Main Authors: | , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2021-01-01
|
Series: | BMC Biotechnology |
Subjects: | |
Online Access: | https://doi.org/10.1186/s12896-020-00667-2 |
id |
doaj-0028912c2305477aa65494d16f1770fc |
---|---|
record_format |
Article |
spelling |
doaj-0028912c2305477aa65494d16f1770fc2021-01-10T12:42:55ZengBMCBMC Biotechnology1472-67502021-01-0121111610.1186/s12896-020-00667-2Characterization of metabolic responses, genetic variations, and microsatellite instability in ammonia-stressed CHO cells grown in fed-batch culturesDylan G. Chitwood0Qinghua Wang1Kathryn Elliott2Aiyana Bullock3Dwon Jordana4Zhigang Li5Cathy Wu6Sarah W. Harcum7Christopher A. Saski8Department of Bioengineering, College of Engineering, Computing and Applied Sciences, Clemson UniversityCenter for Bioinformatics & Computational Biology, University of DelawareDepartment of Bioengineering, College of Engineering, Computing and Applied Sciences, Clemson UniversityDepartment of Biological Sciences, College of Agriculture, Science & Technology, Delaware State UniversityDepartment of Biological Sciences, Grambling State UniversityDepartment of Plant and Environmental Sciences, College of Agriculture, Forestry and Life Sciences, Clemson UniversityCenter for Bioinformatics & Computational Biology, University of DelawareDepartment of Bioengineering, College of Engineering, Computing and Applied Sciences, Clemson UniversityDepartment of Plant and Environmental Sciences, College of Agriculture, Forestry and Life Sciences, Clemson UniversityAbstract Background As bioprocess intensification has increased over the last 30 years, yields from mammalian cell processes have increased from 10’s of milligrams to over 10’s of grams per liter. Most of these gains in productivity can be attributed to increasing cell densities within bioreactors. As such, strategies have been developed to minimize accumulation of metabolic wastes, such as lactate and ammonia. Unfortunately, neither cell growth nor biopharmaceutical production can occur without some waste metabolite accumulation. Inevitably, metabolic waste accumulation leads to decline and termination of the culture. While it is understood that the accumulation of these unwanted compounds imparts a suboptimal culture environment, little is known about the genotoxic properties of these compounds that may lead to global genome instability. In this study, we examined the effects of high and moderate extracellular ammonia on the physiology and genomic integrity of Chinese hamster ovary (CHO) cells. Results Through whole genome sequencing, we discovered 2394 variant sites within functional genes comprised of both single nucleotide polymorphisms and insertion/deletion mutations as a result of ammonia stress with high or moderate impact on functional genes. Furthermore, several of these de novo mutations were found in genes whose functions are to maintain genome stability, such as Tp53, Tnfsf11, Brca1, as well as Nfkb1. Furthermore, we characterized microsatellite content of the cultures using the CriGri-PICR Chinese hamster genome assembly and discovered an abundance of microsatellite loci that are not replicated faithfully in the ammonia-stressed cultures. Unfaithful replication of these loci is a signature of microsatellite instability. With rigorous filtering, we found 124 candidate microsatellite loci that may be suitable for further investigation to determine whether these loci may be reliable biomarkers to predict genome instability in CHO cultures. Conclusion This study advances our knowledge with regards to the effects of ammonia accumulation on CHO cell culture performance by identifying ammonia-sensitive genes linked to genome stability and lays the foundation for the development of a new diagnostic tool for assessing genome stability.https://doi.org/10.1186/s12896-020-00667-2CHOAmmoniaMSIGenome instabilityBiomarker |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Dylan G. Chitwood Qinghua Wang Kathryn Elliott Aiyana Bullock Dwon Jordana Zhigang Li Cathy Wu Sarah W. Harcum Christopher A. Saski |
spellingShingle |
Dylan G. Chitwood Qinghua Wang Kathryn Elliott Aiyana Bullock Dwon Jordana Zhigang Li Cathy Wu Sarah W. Harcum Christopher A. Saski Characterization of metabolic responses, genetic variations, and microsatellite instability in ammonia-stressed CHO cells grown in fed-batch cultures BMC Biotechnology CHO Ammonia MSI Genome instability Biomarker |
author_facet |
Dylan G. Chitwood Qinghua Wang Kathryn Elliott Aiyana Bullock Dwon Jordana Zhigang Li Cathy Wu Sarah W. Harcum Christopher A. Saski |
author_sort |
Dylan G. Chitwood |
title |
Characterization of metabolic responses, genetic variations, and microsatellite instability in ammonia-stressed CHO cells grown in fed-batch cultures |
title_short |
Characterization of metabolic responses, genetic variations, and microsatellite instability in ammonia-stressed CHO cells grown in fed-batch cultures |
title_full |
Characterization of metabolic responses, genetic variations, and microsatellite instability in ammonia-stressed CHO cells grown in fed-batch cultures |
title_fullStr |
Characterization of metabolic responses, genetic variations, and microsatellite instability in ammonia-stressed CHO cells grown in fed-batch cultures |
title_full_unstemmed |
Characterization of metabolic responses, genetic variations, and microsatellite instability in ammonia-stressed CHO cells grown in fed-batch cultures |
title_sort |
characterization of metabolic responses, genetic variations, and microsatellite instability in ammonia-stressed cho cells grown in fed-batch cultures |
publisher |
BMC |
series |
BMC Biotechnology |
issn |
1472-6750 |
publishDate |
2021-01-01 |
description |
Abstract Background As bioprocess intensification has increased over the last 30 years, yields from mammalian cell processes have increased from 10’s of milligrams to over 10’s of grams per liter. Most of these gains in productivity can be attributed to increasing cell densities within bioreactors. As such, strategies have been developed to minimize accumulation of metabolic wastes, such as lactate and ammonia. Unfortunately, neither cell growth nor biopharmaceutical production can occur without some waste metabolite accumulation. Inevitably, metabolic waste accumulation leads to decline and termination of the culture. While it is understood that the accumulation of these unwanted compounds imparts a suboptimal culture environment, little is known about the genotoxic properties of these compounds that may lead to global genome instability. In this study, we examined the effects of high and moderate extracellular ammonia on the physiology and genomic integrity of Chinese hamster ovary (CHO) cells. Results Through whole genome sequencing, we discovered 2394 variant sites within functional genes comprised of both single nucleotide polymorphisms and insertion/deletion mutations as a result of ammonia stress with high or moderate impact on functional genes. Furthermore, several of these de novo mutations were found in genes whose functions are to maintain genome stability, such as Tp53, Tnfsf11, Brca1, as well as Nfkb1. Furthermore, we characterized microsatellite content of the cultures using the CriGri-PICR Chinese hamster genome assembly and discovered an abundance of microsatellite loci that are not replicated faithfully in the ammonia-stressed cultures. Unfaithful replication of these loci is a signature of microsatellite instability. With rigorous filtering, we found 124 candidate microsatellite loci that may be suitable for further investigation to determine whether these loci may be reliable biomarkers to predict genome instability in CHO cultures. Conclusion This study advances our knowledge with regards to the effects of ammonia accumulation on CHO cell culture performance by identifying ammonia-sensitive genes linked to genome stability and lays the foundation for the development of a new diagnostic tool for assessing genome stability. |
topic |
CHO Ammonia MSI Genome instability Biomarker |
url |
https://doi.org/10.1186/s12896-020-00667-2 |
work_keys_str_mv |
AT dylangchitwood characterizationofmetabolicresponsesgeneticvariationsandmicrosatelliteinstabilityinammoniastressedchocellsgrowninfedbatchcultures AT qinghuawang characterizationofmetabolicresponsesgeneticvariationsandmicrosatelliteinstabilityinammoniastressedchocellsgrowninfedbatchcultures AT kathrynelliott characterizationofmetabolicresponsesgeneticvariationsandmicrosatelliteinstabilityinammoniastressedchocellsgrowninfedbatchcultures AT aiyanabullock characterizationofmetabolicresponsesgeneticvariationsandmicrosatelliteinstabilityinammoniastressedchocellsgrowninfedbatchcultures AT dwonjordana characterizationofmetabolicresponsesgeneticvariationsandmicrosatelliteinstabilityinammoniastressedchocellsgrowninfedbatchcultures AT zhigangli characterizationofmetabolicresponsesgeneticvariationsandmicrosatelliteinstabilityinammoniastressedchocellsgrowninfedbatchcultures AT cathywu characterizationofmetabolicresponsesgeneticvariationsandmicrosatelliteinstabilityinammoniastressedchocellsgrowninfedbatchcultures AT sarahwharcum characterizationofmetabolicresponsesgeneticvariationsandmicrosatelliteinstabilityinammoniastressedchocellsgrowninfedbatchcultures AT christopherasaski characterizationofmetabolicresponsesgeneticvariationsandmicrosatelliteinstabilityinammoniastressedchocellsgrowninfedbatchcultures |
_version_ |
1724342386675417088 |