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Thermodynamic control of gene regulation

Published online by Cambridge University Press:  26 September 2025

James W. Wells
Affiliation:
Department of Pharmaceutical Sciences, Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
Tigran V. Chalikian*
Affiliation:
Department of Pharmaceutical Sciences, Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
*
Corresponding author: Tigran V. Chalikian; Email: t.chalikian@utoronto.ca
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Abstract

G-quadruplexes and i-motifs are non-canonical secondary structures of DNA that act as conformational switches in controlling genomic events. Within the genome, G- and C-rich sequences with the potential to fold into G-quadruplexes and i-motifs are overrepresented in important regulatory domains, including, but not limited to, the promoter regions of oncogenes. We previously have shown that some promoter sequences can adopt coexisting duplex, G-quadruplex, i-motif, and coiled conformations; moreover, their distribution can be modelled as a dynamic equilibrium in which the fractional population of each conformation is determined by the sequence and local conditions. On that basis, we proposed a hypothesis in which the level of expression of a gene with G- and C-rich sequences in the promoter is regulated thermodynamically by fine-tuning the duplex-to-G-quadruplex ratio, with the G-quadruplex modulating RNA polymerase activity. Any deviation from the evolutionarily tuned, gene-specific distribution of conformers, such as might result from mutations in the promoter or a change in cellular conditions, may lead to under- or overexpression of the gene and pathological consequences. We now expand on this hypothesis in the context of supporting evidence from molecular and cellular studies and from biophysico-chemical investigations of oligomeric DNA. Thermodynamic control of transcription implies that G-quadruplex and i-motif structures in the genome form as thermodynamically stable conformers in competition with the duplex conformation. That is in addition to their recognized formation as kinetically trapped, metastable states within domains of single-stranded DNA, such as a transcription bubble or R-loop, that are opened in a prior cellular event.

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Type
Perspective
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Copyright
© The Author(s), 2025. Published by Cambridge University Press
Figure 0

Scheme 1. (a) Equilibria linking the various conformational states adopted by an equimolar mixture of G-rich and C-rich strands of DNA (C, G-coil plus C-coil; D, duplex; GQCC, G-quadruplex plus C-coil; iMGC, i-motif plus G-coil; GQiM, G-quadruplex plus i-motif); (b) Equilibria linking the various conformational states adopted by the hairpin DNA (C, G-coil-plus-C-coil; HP, hairpin duplex; GQCC, G-quadruplex-plus-C-coil; iMGC, i-motif-plus-G-coil; GQiM, G-quadruplex-plus-i-motif).

Figure 1

Figure 1. Fractional populations of the conformational states adopted at pH 5.0 by bimolecular constructs based on the promoters of three oncogenes (c-MYC, panel A; VEGF, panel B; and Bcl-2, panel C) and a monomolecular construct (hairpin) based on the c-MYC promoter (panel D). Values plotted on the ordinate were calculated according to Scheme 1a (bimolecular constructs) or Scheme 1b (hairpin) using thermodynamic parameters reported previously, as follows: panel A, Tables 1 and 2 in (Liu et al., 2020); panels B and C, Tables 1–4 in (Liu et al., 2022); panel D, Tables 1 and 2 in (Garabet et al., 2025). Data were acquired in 50 mM KCl over the range of temperature shown on the abscissa.

Figure 2

Figure 2. Fractional populations of the conformational states adopted at pH 7.0 by bimolecular constructs based on the promoters of three oncogenes (c-MYC, panel A; VEGF, panel B; and Bcl-2, panel C) and a monomolecular construct based on the c-MYC promoter (panel D). Values plotted on the ordinate were calculated according to Scheme 1a (bimolecular constructs) or Scheme 1b (hairpin) using thermodynamic parameters reported previously, as follows: panel A, Tables 1 and 2 in (Liu et al., 2020); panels B and C, Tables 1–4 in (Liu et al., 2022); panel D, Tables 1 and 3 in (Garabet et al., 2025). Data were acquired in 50 mM KCl over the range of temperature shown on the abscissa. No line is shown for either of the i-motif-containing states (i.e., iMGC and GQiM), which are not populated at pH 7.0.

Figure 3

Scheme 2. (a) Spontaneous formation of a G-quadruplex in equilibrium with the duplex conformation; (b) Formation of a G-quadruplex within a single strand of DNA separated from its complementary strand in an R-loop.

Author comment: Thermodynamic control of gene regulation — R0/PR1

Comments

Professor Bengt Nordén

Chair of the Board of Editors

Quarterly Reviews of Biophysics Discovery

Department of Chemical and Biological Engineering

Physical Chemistry

Chalmers University of Technology

Kemivägen 10, SE-412 96 Göteborg

Sweden

Re: “Thermodynamic Control of Gene Regulation” by James W. Wells and Tigran V. Chalikian

Dear Prof. Nordén,

It was pleasure to meet you at the Biophysical Society Meeting in Los Angeles, and I thank you for your subsequent e-mail and your kind invitation to submit a paper to QRB Discovery. I would like to take you up on your offer and ask that you consider the above-referenced manuscript for publication in QRB Discovery as a Perspective. This work is not under consideration for publication elsewhere, nor has it been published in any medium including but not limited to electronic journals or computer databases of a public nature.

In recent years, my coauthor Professor Wells and I have been engaged in a study of G-quadruplexes and i-motifs, which are four-stranded noncanonical secondary structures of DNA that act as conformational switches in controlling genomic events. We previously have proposed a hypothesis in which the level of expression of a gene with G- and C-rich sequences in the promoter is regulated thermodynamically by fine-tuning the G-quadruplex-to-duplex ratio, with the G-quadruplex acting as a steric on- and off-switch modulating RNA polymerase activity. Any deviation from the tuned distribution of conformers, such as might result from a mutation in the promoter or a change in cellular conditions, may lead to under- or overexpression of the gene and pathological consequences.

In the present submission, we expand on this hypothesis within the context of supporting evidence from molecular and cellular studies and from biophysico-chemical investigations of oligomeric DNA. Thermodynamic control of transcription implies that G-quadruplex and i-motif structures in the genome form as thermodynamically stable conformers in competition with the duplex conformation. That is in addition to their accepted formation as kinetically trapped, metastable states within domains of single-stranded DNA, such as a transcription bubble or an R-loop, that are opened in a prior cellular event.

Listed below are potential referees who are knowledgeable in the subject matter covered in this manuscript and who I believe could provide you with expert assessments of our work.

Dr. Gregory Man Kai Poon

Department of Chemistry

Georgia State University

P.O. Box 3965

Atlanta, Georgia 30302-3965

USA

e-mail: gpoon@gsu.edu

Dr. Kenneth J. Breslauer

Department of Chemistry and Chemical Biology

Rutgers, The State University of New Jersey

Wright-Rieman Laboratories

610 Taylor Road

Piscataway, NJ 08854-8087

USA

email: kjbdna@dls.rutgers.edu

Dr. George Makhatadze

Biological Sciences

1W14 Jonsson-Rowland Science Center

Rensselaer Polytechnic Institute

110 Eighth Street

Troy, NY 12180-3590

USA

email: makhag@rpi.edu

Dr. Nataša Poklar Ulrih

Biotechnical Faculty

University of Ljubljana

Jamnikarjeva 101

1000 Ljubljana

Slovenia

email: natasa.poklar@bf.uni-lj.si

Dr. Naoki Sugimoto

Faculty of Innovative Research in Science and Technology

Konan University

7-1-2- Minatojima-minamimachi, Chuo-ku

Kobe 650-0047

Japan

email: sugimoto@konan-u.ac.jp

Dr. Roland Winter

Department of Chemistry

Physical Chemistry I

Technical University of Dortmund

D-44227 Dortmund

Germany

email: roland.winter@tu-dortmund.de

Thank you for considering our manuscript for publication in QRB Discovery.

Sincerely,

Tigran V. Chalikian, Ph. D.

Professor

Review: Thermodynamic control of gene regulation — R0/PR2

Conflict of interest statement

Reviewer declares none.

Comments

The subject of this review is interesting and much of the content is fine. However, the authors need to ask “Who is my audience?” and “What is my storyline?” At the moment the manuscript cannot be read without either detailed knowledge of the relevant literature especially the authors' own work or a lot of parallel reading - which rather defeats the purpose of this Discovery Review type of paper. I have a few specific issues but basically the authors need to think about the reader. They need some good figures to illustrate what they are talking about and some more introductory material.

1. References for "The canonical B-DNA duplex is not the only conformation available to genomic DNA” are all 2017 ff – I remember reading about this long before that, though I can’t remember where.

2. c-MYC – perhaps include what its role is and why this is important. It rathe jumps out of nowhere.

3. I am really struggling to understand what the authors mean by Thermodynamic – to me it is obvious that DNA is a dynamic CONTINUUM of structures (not just 2-state) that are remarkably close in energy and that the environment can therefor effect the equilibrium. I assume this is what also underpins their thinking. I think the review would benefit from a short discussion of relevant DNA structures and their energy differences say in vacuo, in solvent, with and without ions, in presence and absence of proteins. Much more consideration needs to be given to environment when the review discusses adoption of structures - how much on an energetic edge is the system. What is the role of entropy? If the paper is about thermodynamic control what they mean by it needs to be clear and DATA need to presented to address the hypothesis.

4. The assumptions of 2-state for the spectroscopy analysis should be explored further.

5. Where are the data???

TO EDITOR: I really object to my review being published. It inhibits me helping the authors to improve their work.

Review: Thermodynamic control of gene regulation — R0/PR3

Conflict of interest statement

Reviewer declares none.

Comments

DNA structure is not static; it’s a dynamic, responsive scaffold that allows genetic information to be read. Ultimately, the structural dynamics determine which genes are turned on or off, when, and how strongly. This structural dynamic is intricately regulated by the physical and chemical structure of DNA, especially how it’s packaged and modified within the cell. It involves several levels of regulation. There is a chromatin architecture that is controlled by interactions with the histone proteins. It can be either loosely packed, forming euchromatin, where genes are accessible and can be transcribed. Or it can be tightly packed, forming heterochromatin, where genes are silenced because transcription machinery can’t reach them. Epigenetic modifications, such as DNA methylation and post-translational histone modifications, can further modulate the transition between euchromatin and heterochromatin. DNA regulatory elements, including promoters, enhancers, silencers, and insulators, interact with transcription factors through specific DNA sequences. The location of these sequences and accessibility depend on DNA folding and looping, which in turn is influenced by chromatin structure.

The mechanism discussed in this paper differs from these well-known ways of regulating gene expression. It suggests that the actual structure of DNA changes in response to external cues such as temperature, pH, or concentration of specific ions. The authors propose a regulatory role for conformational switches between canonical duplex DNA and non-canonical structures (G-quadruplexes and i-motifs) that can be formed by G- and C-rich genomic regions. Experimental data indicate that pH, ion concentration, and temperature alter the populations of different local structural motifs, and a strict thermodynamic formalism can rationalize these populations. They show that even point mutations can significantly change the distribution of states. Furthermore, they provide evidence from genome-wide mapping that nucleosome-free regions of actively transcribed genes contain sequences that form G-quadruplexes.

Overall, the hypothesis is well substantiated and well-received. The authors emphasize the need for further studies to understand the thermodynamic and kinetic factors governing DNA conformational dynamics and their implications for transcriptional control and therapeutic applications. Within these lines, my only minor quibble is a request for the author to provide a more unambiguous indication of what type of information, in their opinion, is missing to further substantiate and/or refute the hypothesis they put forward.

Recommendation: Thermodynamic control of gene regulation — R0/PR4

Comments

No accompanying comment.

Decision: Thermodynamic control of gene regulation — R0/PR5

Comments

No accompanying comment.

Author comment: Thermodynamic control of gene regulation — R1/PR6

Comments

Dear Prof. Nordén,

Prof. Wells and I are grateful to the three reviewers for their careful and insightful reading of our manuscript. We are pleased that they found the work to be of interest. It was gratifying to learn from Reviewer 1 that “the subject of this review is interesting and much of the content is fine". Referring to our thermodynamic hypothesis of gene regulation, Reviewer 2 wrote that “overall, the hypothesis is well substantiated and well-received”. Reviewer 3 concluded that “this manuscript represents a valuable contribution to the ongoing debate over the role of four stranded DNA structures in regulating gene transcription”.

I believe that we addressed most if not all of the reviewers’ comments in the revised manuscript, which in our view is much improved as a result. Changes made in response to the reviewers are identified and described below, where the numbering corresponds to that of the reviews. There also have been various minor changes of an editorial, grammatical, or stylistic nature, where the text was modified solely to improve clarity or readability.

A word is in order here regarding the comments of Reviewer 1, who suggested that we ought to focus more on an identified audience, clarify the storyline, and include more primary data. Such comments are very broad in nature, and it sometimes has been difficult to discern what is expected. We nevertheless have given the reviewer’s comments careful attention and addressed them in this letter or the accompanying revised manuscript.

Reviewer 1

Comment 1. References for "The canonical B-DNA duplex is not the only conformation available to genomic DNA” are all 2017 ff – I remember reading about this long before that, though I can’t remember where.

In response to this comment, we have modified the sentence on p. 4 of the revised manuscript and added five references between 1995 and 2008. It now reads, “In addition to the B-DNA duplex, genomic DNA may adopt various non-canonical conformations such as Z-DNA, triplex DNA, cruciform DNA, G-quadruplexes, and i-motifs (Choi and Majima 2011; Duckett et al. 1995; Frank-Kamenetskii and Mirkin 1995; Hansel-Hertsch et al. 2017; Lane et al 2008; Plum et al. 1995; Spiegel et al. 2020; Sugimoto et al. 2021; Tateishi-Karimata and Sugimoto 2020, 2021).

Comment 2. c-MYC – perhaps include what its role is and why this is important. It rather jumps out of nowhere.

Several tumor-related genes are mentioned at various places in the manuscript, and we are not sure which appearance of c-MYC caught the reviewer’s attention. The first appearance in the context of our own work was on p. 10, where we noted that it was one of three oncogenes studied previously (i.e., c-MYC, VEGF, and Bcl-2) but said nothing about their biological importnace. To clarify this point, we have added a follow-up sentence on p. 10 of the revised manuscript. The additional sentence reads, “Misregulated expression of those oncogenes is linked to the progression of a variety of cancers including colon, ovarian, breast, prostate, pancreatic, and small-cell lung cancers, as well as osteosarcomas, leukemias, and lymphomas (Baretton et al. 1996; Goel and Mercurio 2013; Gonzalez and Hurley 2010; Wierstra and Alves 2008).”

Comment 3. I am really struggling to understand what the authors mean by Thermodynamic – to me it is obvious that DNA is a dynamic CONTINUUM of structures (not just 2-state) that are remarkably close in energy and that the environment can therefore affect the equilibrium. I assume this is what also underpins their thinking. I think the review would benefit from a short discussion of relevant DNA structures and their energy differences say in vacuo, in solvent, with and without ions, in presence and absence of proteins. Much more consideration needs to be given to environment when the review discusses adoption of structures - how much on an energetic edge is the system. What is the role of entropy? If the paper is about thermodynamic control what they mean by it needs to be clear and DATA need to be presented to address the hypothesis.

This comment consists of five sub-comments which are addressed as follows.

(i) We are hard-pressed to understand what the reviewer means by “a dynamic continuum of structures (not just 2-state) that are remarkably close in energy”. DNA is a polymorphic macromolecule that may adopt not only the B-DNA and coiled conformations but also non-canonical conformations, such as G-quadruplex, i-motif, Z-DNA, triplex, and cruciform DNA. Our own model comprises five states (duplex, G-quadruplex, i-motif, G-coil, and C-coil), and the reviewer’s reference to two states is therefore unclear. Also, it seems to us that the notion of a dynamic continuum is misleading. DNA generally is thought to have a discrete set of thermodynamically stable structures that differ significantly in free energy and are separated by high energy barriers.

To avoid any possible misunderstanding, we have placed additional references to the fact that our models have five states at appropriate spots in the revised manuscript. In fact, our approach has been developed in large part to handle situations with more than two states.

(ii) Further to the matter of states and equilibria, the reviewer asked that we include a short discussion of “relevant DNA structures and their energy differences say in vacuo, in solvent, with and without ions, in presence and absence of proteins”. DNA structures, their energetics, and environmental factors certainly are important, but it is a vast topic that has been studied intensively for many decades. We doubt that any meaningful discussion could be short, nor do we believe that it would fall within the context of our Perspective; indeed, it very likely would distract the reader from the main topic.

That having been said, we do agree that such issues deserve mention and have acknowledged them in a new sentence on pp. 4-5 of the revised manuscript, which reads as follows, “The structure and energetics of DNA states, both canonical and non-canonical, and the enthalpic and entropic interactions that govern the stability of such states, have been the subject of many reviews (Benabou et al. 2014; Day et al. 2014; Frank-Kamenetskii and Mirkin 1995; Khutsishvili et al. 2009; Nakano et al. 2014; Plum et al. 1995; Privalov and Crane-Robinson 2018; Vologodskii and Fran-Kameneyskii 2018)”.

(iii) As noted above, we agree with the reviewer that environment plays a very important role in modulating the distribution of conformational states adopted by DNA. We therefore have made a point of raising this issue throughout our Perspective. At several places in the text, we carefully identify and discuss the conformational impact of solution conditions including temperature, pH, the type and concentration and the type of cations, and the presence of crowders.

(iv) The reviewer asked about the role of entropy. The energetics of DNA, including the enthalpic and entropic forces stabilizing DNA structures, have been under intensive scrutiny for more than five decades. Many entropic contributions to DNA stability are well understood, including the translational entropy of associating DNA strands, the conformational entropy, the entropic cost of the spine of hydration and hydration in general, counterion condensation around DNA, etc. Despite the fundamental importance of these effects, we believe that their discussion would be outside the scope of our Perspective. We do not seek to disregard them, however, and they therefore are mentioned in the new sentence, noted above, on pp. 4-5 of the revised manuscript. We also cite several excellent reviews in which an interested reader also can much information on the subject and citations to original works.

(v) The reviewer asked about the data to “address the hypothesis”. Please, see our response to Comment 5 below.

Comment 4. The assumptions of 2-state for the spectroscopy analysis should be explored further.

I am afraid that we were not sufficiently clear in the original manuscript. The reviewer seems to be under the impression that the temperature-dependences of the fractional populations of the different conformations presented in Figures 1 and 2 were obtained from two-state analyses of melting profiles. In fact, we used a five-state analysis based on the five conformations and related equilibria depicted in Scheme 1 of the manuscript. The steps involved in the analysis have been described in detail in our earlier papers.

To avoid confusion, we have been more forthcoming in the revised manuscript. In addition to the original description of our protocol on p. 8, we now include some further details on p. 11 when referring to the curves in Figures 1 and 2. The revised text is a follows, “Temperature dependences of the fractional populations of the duplex, G-quadruplex, i-motif, and coiled states adopted by the double-stranded and hairpin constructs described above are shown at pH 5.0 and 7.0 in Figures 1 and 2, respectively. The curve for each state was computed according to the five-state model depicted in Scheme 1a (c-MYC-, VEGF-, and Bcl-2-based double-stranded DNA) or in Scheme 1b (c-MYC-based hairpin DNA). The required parametric values were those estimated as described above by deconvolution of the temperature-dependent CD spectra and subsequent analyses of the resulting fractional populations (Garabet et al 2025; Liu et al 2020; Liu et al 2022”.

Comment 5. Where are the data???

This comment is unexpected, since we consider a great deal of data from our own and other laboratories throughout the text. In Sections 2 and 3, we present and discuss biophysical results from our own studies. In Section 4, we describe the hypothesis. In Section 5, we review results from cellular studies and relate them to our biophysical results in support of the hypothesis. Finally, in Section 6, we present and discuss results from relevant kinetic studies.

In the case of our own work, it may be that the reviewer is seeking the primary experimental data. As explained above, they can be found in the cited original works. In our view, to present even a small portion of that material would be disproportionate in a document such as this Perspective. Interested readers of course can find the details in the original works.

Reviewer 2

Comment 1. My only minor quibble is a request for the author to provide a more unambiguous indication of what type of information, in their opinion, is missing to further substantiate and/or refute the hypothesis they put forward.

In response to this comment, we have modified two paragraphs on pp. 23-24. In particular, we have added two sentences in the revised text as follows, “Biophysical studies on many G- and C-rich promoter sequences are needed to provide information on their conformational propensities and the changes in those propensities caused by strategically introduced mutations or different environmental conditions“, and “Biophysical studies need to be complemented by cellular studies that explore the relationships between subtle modifications of a promoter sequence, its conformational response, and the level of transcription of a reporter gene”.

Reviewer 3

Comment 1. One very minor thought that the authors may wish to consider concerning the breadth of the title of their excellent paper. As the Chalikian lab is well aware, gene regulation involves many additional moving parts, each with their own thermodynamic contributions, beyond the duplex/G quadruplex/i-motif dynamic equilibrium. They may wish to slightly modify the title to reflect this focus, or, alternatively, note this reality by adding a sentence or two at the appropriate locus within the text.

In response to this comment, we have added the following sentences to p. 8 of the revised manuscript, “Our focus is primarily on the thermodynamics and, to a lesser extent, the kinetics of duplex-tetraplex interconversions within promoter DNA. Of particular interest is the transcriptional response to specific distributions of canonical and non-canonical DNA conformations in promoter regions of genes. While it is recognized that those effects are but one part of a multilayered regulatory process and operate in concert with other components of the transcriptional machinery, they are discussed here without explicit reference to the crucial role of intervening steps, which include other DNA regulatory elements, epigenetic modifications, chromatin accessibility, RNA polymerase, transcription factors, mediator proteins, and much else. An understanding of all steps is required if we eventually are to understand the relative place and importance of conformational heterogeneity of promoter sequences in the chain of events leading to transcription”.

In closing, I should like once again to thank the reviewers for the time and effort which they evidently spent in their evaluation of our manuscript and for their valuable comments. With the incorporation of the revisions described above, I hope that the work is now acceptable for publication in the QRB Discovery.

Sincerely,

Tigran V. Chalikian, Ph. D.

Professor

Review: Thermodynamic control of gene regulation — R1/PR7

Conflict of interest statement

Reviewer declares none.

Comments

The manuscript is much easier to read now and I have recommended acceptance. However, the manuscript subject is a very visual and structural topic and I am surprised that there are 10 pages of text before any figure to illustrate the text is included. What is G and C and why are the special? What is an I-Motif? What is a quadruplex? The authors are experts and don’t need visual help. If their aim is to teach people who do not work with DNA structures, a figure or two early on would really help the kind of reader who turns to a review.

Recommendation: Thermodynamic control of gene regulation — R1/PR8

Comments

No accompanying comment.

Decision: Thermodynamic control of gene regulation — R1/PR9

Comments

No accompanying comment.