Evidence-based Guidelines for Controlling pH in Mammalian Live-Cell Culture Systems
Open accessAbstract
A fundamental variable in culture medium is its pH, which must be controlled by an appropriately formulated buffering regime, since biological processes are exquisitely sensitive to acid–base chemistry. Although awareness of the importance of pH is fostered early in the training of researchers, there are no consensus guidelines for best practice in managing pH in cell cultures, and reporting standards relating to pH are typically inadequate. Furthermore, many laboratories adopt bespoke approaches to controlling pH, some of which inadvertently produce artefacts that increase noise, compromise reproducibility or lead to the misinterpretation of data. Here, we use real-time measurements of medium pH and intracellular pH under live-cell culture conditions to describe the effects of various buffering regimes, including physiological CO 2 /HCO 3 − and non-volatile buffers (e.g. HEPES). We highlight those cases that result in poor control, non-intuitive outcomes and erroneous inferences. To improve data reproducibility, we propose guidelines for controlling pH in culture systems.
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The effect of unstirred medium layers presumably determines the delivery of nutrients/growth factors and the removal of other metabolic waste products such as lactic acid, which can also act to directly and indirectly moderate environmental variation.
“The effect of unstirred medium layers also presumably determines the delivery of nutrients/growth factors and the removal of other metabolic waste products (e.g., lactic acid), which can also act to directly and indirectly moderate environmental variation (Michl et al., 2019).”
From Toward Best Practices for Controlling Mammalian Cell Culture Environments (2022) · cites this paper as Michl et al., 2019
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredThe majority of research papers rely on nominal set points and fail to directly verify and report environmental parameters.
“recent assessments show that the majority of research papers rely on nominal set points and fail to directly verify and report environmental parameters (Al-Ani et al., 2018; Michl et al., 2019; Klein et al., 2021b).”
From Toward Best Practices for Controlling Mammalian Cell Culture Environments (2022) · cites this paper as Michl et al., 2019
The Discussion reports that only a small percentage of surveyed cell-culture articles provided necessary information about medium pH and buffering; only a third reported incubator CO2. The Results (“Monitoring culture medium pH under incubation”) also says that medium pH is not routinely monitored. This supports the claim for cell-culture pH, but the paper does not establish it for environmental parameters generally. (LLM, conf=0.86)
Experimental — accuracy not yet measuredCellular growth of three colorectal cell-lines (NCI-H747, DLD1, Caco2) was optimal at pH 7.4, but when medium pH deviated from 7.4 by >0.3 units all three cell lines exhibited reduced rates of proliferation.
“Michl and others (2019) showed that cellular growth of three colorectal cell-lines (NCI-H747, DLD1, Caco2) was optimal at pH 7.4, but when medium pH deviated from 7.4 by > 0.3 units all three cell lines exhibited reduced rates of proliferation.”
From Toward Best Practices for Controlling Mammalian Cell Culture Environments (2022) · cites this paper as Michl et al., 2019
The Results (Stability of CO2/HCO3− buffering, Fig. 2e; page unavailable) report that growth of NCI-H747, DLD1 and Caco2 was optimal near pH 7.4. They say the effect at pH 7.7 varied, with the strongest growth inhibition in NCI-H747; they do not establish a >0.3-unit threshold or explicitly state that all three lines had reduced proliferation beyond it. (LLM, conf=0.86)
Experimental — accuracy not yet measuredTitration of acids and bases (including HCl, NaOH, and NVBs) introduces osmolytes (Na+, Cl−) to cell medium and can result in substantial changes to medium osmolarity by >10%.
“The titration of acids and bases (including HCl, NaOH, and NVBs) introduces osmolytes (Na+, Cl−) to cell medium and can result in substantial changes to medium osmolarity by > 10% (Michl et al., 2019).”
From Toward Best Practices for Controlling Mammalian Cell Culture Environments (2022) · cites this paper as Michl et al., 2019
The Results section (‘Effect of NVBs on the stability of medium pH’) says that titrating non-volatile buffers with HCl or NaOH introduces Na+ and Cl− and can substantially increase osmolality. Its example estimates an increase of approximately 10%, not greater than 10%, so the stated threshold is not established by that passage. (LLM, conf=0.86)
Experimental — accuracy not yet measuredIn batch culture set-ups, researchers often select culture medium that contains a pH indicator dye such as Phenol Red to guide the renewal of cell medium, but medium color changes assessed "by eye" can lead to undetected pH declines.
“In batch culture set-ups, researchers often select culture medium that contains a pH indicator dye [e.g., Phenol Red (PhR)] to guide the renewal of cell medium, but medium color changes assessed “by eye” can lead to undetected pH declines (Michl et al., 2019).”
From Toward Best Practices for Controlling Mammalian Cell Culture Environments (2022) · cites this paper as Michl et al., 2019
The Results section, “Monitoring culture medium pH under incubation” (page unavailable), says Phenol Red is routinely included to assess medium acidity and that assessment can be done ‘by eye,’ while absorbance provides a more quantitative reading. It also warns that medium pH is not routinely monitored despite possible acid production. It does not say that visual assessment guides medium renewal in batch cultures or establish that it leads to undetected pH declines. (LLM, conf=0.85)
Experimental — accuracy not yet measured
The initial stability of medium pH is typically achieved by mimicking the physiologically relevant CO2/HCO3− buffering system.
“The initial stability of medium pH is typically achieved by mimicking the physiologically relevant CO2/HCO3 − buffering system (Michl et al., 2019).”
From Toward Best Practices for Controlling Mammalian Cell Culture Environments (2022) · cites this paper as Michl et al., 2019
Exogenous buffer approaches can, in some cases, promote unpredictable changes in pH and introduce confounding artifacts.
“such approaches can, in some cases, promote unpredictable changes in pH and introduce confounding artifacts (Michl et al., 2019, see below).”
From Toward Best Practices for Controlling Mammalian Cell Culture Environments (2022) · cites this paper as Michl et al., 2019
Perturbations to dissolved O2 levels in culture medium can induce cells to switch away from oxidative phosphorylation towards anaerobic glycolysis, leading to large accumulations of lactic acid that force medium acidification.
“For instance, perturbations to dissolved O2 levels in culture medium can induce cells to switch away from oxidative phosphorylation towards anaerobic glycolysis (Wolff et al., 1993), leading to large accumulations of lactic acid that force medium acidification (Michl et al., 2019).”
From Toward Best Practices for Controlling Mammalian Cell Culture Environments (2022) · cites this paper as Michl et al., 2019
The CO2/HCO3− buffer system is the primary physiological buffering system in mammalian fluids.
“Although the CO2/HCO3 − buffer system is indeed the primary physiological buffering system in mammalian fluids (Boron, 2004; Michl et al., 2019)”
From Toward Best Practices for Controlling Mammalian Cell Culture Environments (2022) · cites this paper as Michl et al., 2019
Another post-publication analysis reported that less than half of studies published in Cancer Research and Nature in the third quarter of 2017 described the brand of medium, and only one-tenth declared the medium-buffering regime.
“Another post-publication analysis reported that less than half of studies published in Cancer Research and Nature in the third quarter of 2017 described the brand of medium, and only one-tenth declared the medium-buffering regime (Michl et al., 2019).”
From Toward Best Practices for Controlling Mammalian Cell Culture Environments (2022) · cites this paper as Michl et al., 2019
NVB addition may not fully prevent pH declines in standard batch cultures and may lead to unexpected pH changes when interacting with the HCO3−/CO2 buffering system, although predictable pH levels can be obtained when appropriate protocols are used.
“Recent assessments also shows that NVB addition may not fully prevent pH declines in standard batch cultures and may lead to unexpected pH changes when interacting with the HCO3 −/CO2 buffering system, although predictable pH levels can be obtained when appropriate protocols are used (see, Michl et al., 2019).”
From Toward Best Practices for Controlling Mammalian Cell Culture Environments (2022) · cites this paper as Michl et al., 2019
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Cites
1,500 scientists lift the lid on reproducibility
Baker, M. (2016) · Nature · doi:10.1038/533452a · Cited by 4,209 · see citing works
Raise standards for preclinical cancer research
Begley, C. G., & Ellis, L. M. (2012) · Nature · doi:10.1038/483531a · Cited by 2,979 · see citing works
Coecke, S., Balls, M., Bowe, G., Davis, J., Gstraunthaler, G., Hartung, T., Hay, R., Merten, O.-W., Price, A., Schechtman, L., et al. (2005) · Alternatives to Laboratory Animals · doi:10.1177/026119290503300313 · Cited by 371 · see citing works
Cell Volume Regulation in Epithelial Physiology and Cancer
Pedersen, S. F., Hoffmann, E. K., & Novak, I. (2013) · Frontiers in Physiology · doi:10.3389/fphys.2013.00233 · Cited by 94 · see citing works
Toxicity of Light-Exposed HEPES media
Lepe-Zuniga, J. L., Zigler, J. S., & Gery, I. (1987) · Journal of Immunological Methods · doi:10.1016/0022-1759(87)90253-5 · Cited by 75 · see citing works
Flagged first, then by citations
Research works printed but not linked: 28
- [2]Srivastava J Barber DL Jacobson MP Intracellular pH sensors: design principles and functional significance Physiology (Bethesda) 2007 22 30 39 17289928
- [3]Schonichen A Webb BA Jacobson MP Barber DL Considering protonation as a posttranslational modification regulating protein structure and function Annu. Rev. Biophys. 2013 42 289 314 10.1146/annurev-biophys-050511-102349 23451893 PMC4041481 · DOI
- [4]White Katharine A. Ruiz Diego Garrido Szpiech Zachary A. Strauli Nicolas B. Hernandez Ryan D. Jacobson Matthew P. Barber Diane L. Cancer-associated arginine-to-histidine mutations confer a gain in pH sensing to mutant proteins Science Signaling 2017 10 495 eaam9931 10.1126/scisignal.aam9931 28874603 PMC6022362 · DOI
- [5]Roos A Boron WF Intracellular pH Physiol. Rev. 1981 61 296 434 10.1152/physrev.1981.61.2.296 7012859 · DOI · Paper page
- [6]Eagle H Buffer combinations for mammalian cell culture Science 1971 174 500 503 10.1126/science.174.4008.500 5110427 · DOI · Paper page
- [7]Leem CH Vaughan-Jones RD Out-of-equilibrium pH transients in the guinea-pig ventricular myocyte J. Physiol 1998 509 Pt 2 471 485 10.1111/j.1469-7793.1998.471bn.x 9575296 PMC2230975 · DOI
- [8]Boron WF Regulation of intracellular pH Adv. Physiol. Educ. 2004 28 160 179 10.1152/advan.00045.2004 15545345 · DOI · Paper page
- [9]Price PJ Best practices for media selection for mammalian cells In Vitro Cell Dev. Biol. Anim. 2017 53 673 681 10.1007/s11626-017-0186-6 28726187 · DOI · Paper page
- [11]Pamies D Good cell culture practice for stem cells and stem-cell-derived models ALTEX 2017 34 95 132 27554434
- [12]Pamies D Advanced good cell culture practice for human primary, stem cell-derived and organoid models as well as microphysiological systems ALTEX 2018 35 353 378 10.14573/altex.1710081 29697851 · DOI · Paper page
- [13]Geraghty RJ Guidelines for the use of cell lines in biomedical research Br. J. Cancer 2014 111 1021 1046 10.1038/bjc.2014.166 25117809 PMC4453835 · DOI
- [14]Clark WM Lubs HA The colorimetric determination of hydrogen ion concentration and its applications in bacteriology: III J. Bacteriol. 1917 2 191 236 16558741 PMC378704
- [16]Vinnakota KC Kushmerick MJ Point: muscle lactate and H(+) production do have a 1:1 association in skeletal muscle J. Appl. Physiol. (1985) 2011 110 1487 1489 10.1152/japplphysiol.01506.2010 21212251 · DOI
- [17]Vichai V Kirtikara K Sulforhodamine B colorimetric assay for cytotoxicity screening Nat. Protoc. 2006 1 1112 1116 10.1038/nprot.2006.179 17406391 · DOI
- [18]Eagle H The effect of environmental pH on the growth of normal and malignant cells J. Cell. Physiol. 1973 82 1 8 10.1002/jcp.1040820102 4354070 · DOI
- [19]Ferguson WJ Hydrogen ion buffers for biological research Anal. Biochem 1980 104 300 310 10.1016/0003-2697(80)90079-2 7446957 · DOI
- [20]Damaghi M Chronic acidosis in the tumour microenvironment selects for overexpression of LAMP2 in the plasma membrane Nat. Commun. 2015 6 8752 10.1038/ncomms9752 26658462 PMC4682176 · DOI
- [21]Wilmes A Towards optimisation of induced pluripotent cell culture: extracellular acidification results in growth arrest of iPSC prior to nutrient exhaustion Toxicol. In Vitro 2017 45 445 454 10.1016/j.tiv.2017.07.023 28821352 · DOI
- [22]Erecinska M Deas J Silver IA The effect of pH on glycolysis and phosphofructokinase activity in cultured cells and synaptosomes J. Neurochem. 1995 65 2765 2772 10.1046/j.1471-4159.1995.65062765.x 7595576 · DOI
- [23]Hu X Chao M Wu H Central role of lactate and proton in cancer cell resistance to glucose deprivation and its clinical translation Signal. Transduct.Target Ther. 2017 2 16047 10.1038/sigtrans.2016.47 29263910 PMC5661620 · DOI
- [25]Clapham DE Calcium signaling Cell 2007 131 1047 1058 10.1016/j.cell.2007.11.028 18083096 · DOI · Paper page
- [26]Thomas RC Cell growth factors. Bicarbonate and pHi response Nature 1989 337 601 10.1038/337601a0 2918896 · DOI
- [27]Buckler KJ Vaughan-Jones RD Application of a new pH-sensitive fluoroprobe (carboxy-SNARF-1) for intracellular pH measurement in small, isolated cells Pflugers Arch. 1990 417 234 239 10.1007/BF00370705 2084617 · DOI
- [28]Thomas JA Buchsbaum RN Zimniak A Racker E Intracellular pH measurements in Ehrlich ascites tumor cells utilizing spectroscopic probes generated in situ Biochemistry 1979 18 2210 2218 10.1021/bi00578a012 36128 · DOI
- [29]Wilding JL Bodmer WF Cancer cell lines for drug discovery and development Cancer Res. 2014 74 2377 2384 10.1158/0008-5472.CAN-13-2971 24717177 · DOI · Paper page
- [32]Hutchinson L Kirk R High drug attrition rates—where are we going wrong? Nat. Rev. Clin. Oncol. 2011 8 189 190 10.1038/nrclinonc.2011.34 21448176 · DOI · Paper page
- [33]Hanrahan JW Tabcharani JA Inhibition of an outwardly rectifying anion channel by HEPES and related buffers J. Membr. Biol. 1990 116 65 77 10.1007/BF01871673 1695687 · DOI
- [35]Stea A Nurse CA Contrasting effects of HEPES vs HCO3(−)-buffered media on whole-cell currents in cultured chemoreceptors of the rat carotid body Neurosci. Lett. 1991 132 239 242 10.1016/0304-3940(91)90310-P 1784426 · DOI · Paper page
Cited by
Sorted by citations
Ha, T. K., Kim, D., Kim, C. L., Grav, L. M., & Lee, G. M. (2022) · Biotechnology Advances · doi:10.1016/j.biotechadv.2021.107831 · Cited by 74 · see citing works
Madabhushi, S. R., Podtelezhnikov, A. A., Murgolo, N., Xu, S., & Lin, H. (2021) · Journal of Biotechnology · doi:10.1016/j.jbiotec.2021.01.023 · Cited by 27 · see citing works
Smiljanić, K., Prodić, I., Trifunovic, S., Krstić Ristivojević, M., Aćimović, M., Stanković Jeremić, J., Lončar, B., & Tešević, V. (2023) · Antioxidants · doi:10.3390/antiox12111988 · Cited by 24 · see citing works
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Klein, S. G., Steckbauer, A., Alsolami, S. M., Arossa, S., Parry, A. J., Li, M., & Duarte, C. M. (2022) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2022.788808 · Cited by 23 · see citing works
Cost-Effective Real-Time Metabolic Profiling of Cancer Cell Lines for Plate-Based Assays
Blaszczak, W., Tan, Z., & Swietach, P. (2021) · Chemosensors · doi:10.3390/chemosensors9060139 · Cited by 10 · see citing works
Self-citationBlaszczak, W., White, B., Monterisi, S., & Swietach, P. (2024) · Cell Reports · doi:10.1016/j.celrep.2023.113612 · Cited by 9 · see citing works
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- Authors
- Michl, J., Park, K. C., & Swietach, P.
- Affiliations
- University of Oxford (GB)
- Corresponding author
- Swietach, Pawel
- Venue
- Communications Biology
- Published
- 2019-04-26
- Volume
- 2
- Issue
- 1
- Pages
- 144-144
- ISSN
- 2399-3642 (ISSN-L)
- PMC
- PMC6486606
- OpenAlex
- W2941723371
- Cited by
- 267
- References
- 5
- Citations by year
- 2026: 39 · 2025: 39 · 2024: 30 · 2023: 47 · 2022: 54 · 2021: 40 · 2020: 16 · 2019: 2
- FWCI
- 9.26
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Communications Biology (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- H2020 European Research Council (723997)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Viral Infectious Diseases and Gene Expression in Insects
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › Cellular Mechanics and Interactions
- Social Sciences › Arts and Humanities › History and Philosophy of Science › Academic Writing and Publishing
- Keywords
- mammalian cell culture, intracellular pH, HEPES, reproducibility, reporting guidelines, acid-base chemistry
- MeSH terms
- Animals, Bicarbonates, Buffers, Culture Media, HEPES, Humans, Hydrogen-Ion Concentration, Intracellular Fluid, Laboratories, Mammals, Research Personnel, Sodium Chloride, Cell Culture Techniques, Caco-2 Cells, Cell Proliferation
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