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A gas-only bioreactor system maintains stable culture environments and reveals that moderate pH deviations trigger transcriptome-wide responses in human cells cultured in physioxia and physiological buffers

Cite this dataset

Arossa, Silvia et al. (2022). A gas-only bioreactor system maintains stable culture environments and reveals that moderate pH deviations trigger transcriptome-wide responses in human cells cultured in physioxia and physiological buffers [Dataset]. Dryad. https://doi.org/10.5061/dryad.ngf1vhhwq

Abstract

Although pH instability is emerging as a potential driver of changes in cell physiology, pH is still poorly controlled during cell culture and in vitro experiments. Standard procedures include the use of chemicals usually not present in the primary physiological buffering system (CO2/HCO3-), such as acids and bases, to manipulate pH levels. This, however, leads to artifacts that potentially affect scientists’ findings. Here, we propose a novel method for controlling pH levels by relying only on the physiological buffering system. pH was manipulated in a repurposed commercial bioreactor set-up, using a two-sided control loop of CO2 and N2 gas in NaHCO3--buffered medium. This method produces optimal and stable dO2 profiles and tightly maintains pH levels. With this procedure, we analyzed the effects of different pH levels (6.8, 7.0, 7.2, and 7.4) on the performance and transcriptome of the human GM12878 cell line over a 72-hours experiment. Our results showed that inflammation and negative cellular proliferation are among the signatures activated at low pH. This further highlights the importance of a thorough pH control during cell culture. 

Methods

The effects of four pH levels (6.8, 7.0, 7.2, and 7.4) on the transcriptome and cell performance of the human lymphoblastoid cells (GM12878 cell line) were assessed using a repurposed bioreactor. A DASBox® Mini Bioreactor system controlled by the DASware® Software Suite was used to deliver CO2, N2, and O2 gas to four bioreactor units. We did so, by reprogramming the bioreactor to use a two-sided feedback loop. Briefly, deviations in pH above or below the setpoint would trigger the addition of gas as follows: CO2 gas was delivered to lower pH and N2 gas was used to increase pH. The use of this method decreased the pH by reflecting the changes in CO2 equilibria. A one-sided control loop (pure O2) was used to maintain O2 levels at ~90% air saturation in all treatments.  Environmental data (dissolved oxygen and pH) were constantly monitored with the integrated pH and dO2 sensors. Cell samples were collected at 24, 48, and 72 hours from each of the four replicate vessels within each pH treatment (i.e., n =16) and stored for transcriptomic and cell performance analyses. 

Usage notes

Raw environmental data (dissolved oxygen and pH) are reported at 30-minute intervals for the four pH treatments (6.8, 7.0, 7.2, and 7.4) over the 72-hours experiment. Dissolved oxygen is reported in % air saturation. Data are organized in columns indicating the Timepoint (i.e., the sampling time), Trial number (i.e., the technical replicate number), and pH level (pH 6.8, pH 7.0, pH 7.2, pH 7.4). Cell performance data about cell viability (%) and cell count ml-1 are reported for the four pH treatments (6.8, 7.0, 7.2, and 7.4) over the 72-hours experiment. Columns “Timepoint”, “Technical replicate”, “Bioreactor Unit”, and “Trial number” indicate the sampling time, the technical replicate number, the bioreactor number (from 1 to 4), and the number of the four consecutive experiments conducted to obtain sufficient replication (from 1 to 4), respectively. Missing values represent unavailable data.

Funding

King Abdullah University of Science and Technology, Award: BAS/1/1080-01 to ML

King Abdullah University of Science and Technology, Award: URF/1/3412-01-01 to ML

King Abdullah University of Science and Technology, Award: baseline funding to CMD