==== Front Res Sq ResearchSquare Research Square American Journal Experts 37398446 10.21203/rs.3.rs-2987105/v1 10.21203/rs.3.rs-2987105 preprint 1 Article Thermoring basis for the TRPV3 bio-thermometer Wang Guangyu University of California, Davis Author Contributions Statement: G.W. wrote the main manuscript text and prepared figures 1–6 and Table 1 and Supplementary Information, and reviewed the manuscript. ✉ gary.wang10@gmail.com 02 6 2023 rs.3.rs-2987105https://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License, which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. nihpp-rs2987105v1.pdf The thermosensitive transient receptor potential (TRP) channels are well-known as bio-thermometers with specific temperature thresholds and sensitivity. However, their structural origins are still mysterious. Here, graph theory was used to test how the temperature-dependent non-covalent interactions as identified in the 3D structures of thermo-gated TRPV3 could form a systematic fluidic grid-like mesh network with the thermal rings from the biggest grids to the smallest ones as necessary structural motifs for the variable temperature thresholds and sensitivity. The results showed that the heat-evoked melting of the biggest grids may control temperature thresholds to activate the channel while the smaller grids may act as thermo-stable anchors to secure the channel activity. Together, all the grids along the gating pathway may be necessary for the specific temperature sensitivity. Therefore, this grid thermodynamic model may provide an extensive structural basis for the thermo-gated TRP channels. ==== Body pmcIntroduction The thermosensitive transient receptor potential (TRP) channels are well known as biothermometers involving TRPV (vanilloid), TRPM (melastatin), TRPC (canonical), and TRPA (ankyrin). Their temperature thresholds (Tth) for activation range from noxious cold, cold, warm to noxious heat. Specifically, TRPV1 (> 42°C), TRPV2 (> 52°C), TRPV3 (> 32–39°C), TRPV4 (> 25–35°C), TRPM2, TRPM3, TRPM4, and TRPM5 are involved in warm to hot sensation. In contrast, TRPA1 (< 17°C) or TRPM8 (< 20–28°C) and TRPC5 (< 25–37°C) are sensitive to cold and cool temperatures. When compared to non-temperature-sensitive ones, they also have a high temperature sensitivity Q10 (the ratio of rates or open probabilities Po of an ion channel measured 10°C apart) [1–16]. However, the structural origins of the specific temperature thresholds and sensitivity are still known. Of special interest, TRPV3, which is mainly expressed in skin keratinocytes and oral and nasal epithelia mediating thermal reception and pain sensation [5–6], undergoes sensitization together with TRPV2 while TRPV1 and 4 channels desensitize in response to successive heat stimuli [1, 7–8, 17–19]. Upon initial short heat stimulation within 100 ms, TRPV3 exhibits the high temperature threshold and sensitivity in the noxious temperature range above 50°C. After that intensive stimulation, it becomes responsive to warm temperatures with the low sensitivity. Further studies showed that the insertion of valine at position 412 dramatically eliminates the use-dependent heat sensitization of TRPV3 [19]. Following those findings, the primary cryo-electron microscopy (cryo-EM) structural studies indicated that TRPV3 is a homotetramer. Each monomer has S1-S6 as a transmembrane domain (TMD) and a large intracellular amino- (N-) terminal as an ankyrin repeat domain (ARD). S1-S4 form a voltage-sensor-like domain (VSLD) while S5-S6 and the pore helix and two pore loops are folded as a pore domain. Both the VSLD and the pore domain are swapped via a S4-S5 linker. The TRP helices, which are almost parallel to the membrane, interact with both the skirt ARD and the TMD. Several lipid sites were also found in their interfaces [20]. The pre-S1 domain, together with the carboxyl- (C-) terminal loop domain, couples the TMD with the ARD. The residues 638GLGD641 in the P-loop-extended region line the selectivity filter to permeate partially hydrated Na+, K+ or Ca2+ ions but not to function as an upper gate. In contrast, the narrowest pore constriction around M677 on S6 may act as a lower gate [20–21]. Although the state- and redox-dependent cryo-EM structures of mouse TRPV3 (mTRPV3) with or without the Y564A mutation at different temperatures are available [22–23], the specific structural motifs responsible for the use-dependent temperature threshold and sensitivity have not been pinpointed. On the other hand, following the findings that a nucleic acid hairpin can function as a thermal ring with the number of H-bonds in the stem and the loop length to regulate the melting temperature threshold Tm [24–26], a graph theory-based grid thermodynamic model has been developed to describe proteins as a systematic fluidic grid-like noncovalent interaction mesh network along a single polypeptide chain. Further, the Tm of each grid and the grid-based systematic thermal instability Ti have been defined and calculated and compared with relevant experimental values. In this way, the theoretical and experimental match allows the thermal rings from the biggest grid to the smallest one to be identified as the necessary structural motifs for the thermal stability and activity of globular proteins such as two classes of fructose aldolases from psychrophilic to mesophilic and hyperthermophilic [27–29]. In this regard, it is necessary to test if membrane proteins such as TRPV3 also use such a series of thermo-rings as necessary structural motifs to achieve the use-dependent thermal sensitization. In this computational, graph theory was used to examine this hypothesis by carefully decrypting each grid in the grid-like non-covalently interacting mesh networks as identified in the cryo-EM structures of mTRPV3 with or without the Y564A mutation at different temperatures [22–23]. Once the biggest grid was identified, the calculated Tm was compared with the experimental threshold. Further, the grid-based systematic thermal instability Ti was also calculated as important energetic references to identify different gating states for the use-dependent sensitization. Finally, the systematic structural thermo-sensitivity (Ω10) between any two gating states was also calculated and compared with the experimental Q10 once defined as a heat-evoked change of the total chemical potential of all the grids upon a change in the total enthalpy included in non-covalent interactions along the same gating pathway of one subunit between two gating states within 10°C apart. Once all the three lines of calculated parameters were found to be close to the experimental ones of some redox- and lipid-dependent gating states, a closed and reduced state, a sensitized but oxidized state, and an open and oxidized state were identified with a reasonable energetic sequence for the use-dependent heat sensitization of TRPV3. Results Reduced and PC-free mTRPV3-Y564A had the biggest Grid 13 in the Pre-S1/TRP interface for a calculated Tm 38°C The cryo-EM structures of both closed and open states in detergent-solubilized PC-free mTRPV3-Y564A were first sampled at 37°C after heat sensitization. Therefore, it is necessary to examine if the release of the phosphatidylcholine (PC) lipid from the vanilloid site by the Y546A mutation is responsible for the lower experimental temperature threshold and sensitivity [22]. The previous chimera studies between rat TRPV1 (rTRPV1) and mTRPV3 indicated that the pre-S1 segment 358–434 plays a critical role in mediating the temperature threshold and sensitivity Q10 [30]. On the other hand, the chimera investigations between heat-sensing TRPV1 and cold-sensing TRP melastatin 8 (TRPM8) showed that the C-terminal including the TRP domain (693–710) is required for the polarity of thermal sensitivity [31]. In this regard, the segment from D396 in the pre-S1 domain to K705 in the TRP domain should be at least included as the necessary gating pathway for the temperature threshold and sensitivity and the systemic thermal instability. Along such a gating pathway, the diversity of non-covalent interactions between amino acid side chains in the closed and PC-free Y564 mutant was found after heat sensitization (Fig. 1A). They included 9 H-bonds emerged between different hydrophilic residues, twenty-six π interactions between aromatic residues and nearby residues, and 3 salt bridges between several charged pairs (Fig. 1A, Table S1). When these non-covalent interactions formed a systematic grid-like non-covalent interaction mesh network, the total non-covalent interactions and grid sizes along the gating pathway from D396 to K705 were 38 and 77, respectively (Fig. 1A). Thus, the systemic thermal instability Ti was 2.03 (Table 1). Meanwhile, in addition to the smallest grid with a 0-residue size in the VSLD, the biggest Grid13 with a 13-residue size appeared in the pre-S1/TRP interface via the shortest path from D396 to Y409, R698, R696, W433, K432 and back to D396 to control the D396-K432 salt bridge (Fig. 1B–D). When 1.0 equivalent H-bond sealed this grid, the removal of the PC lipid from the vanilloid site by the Y564A mutation allowed a calculated Tm of 38°C near the experimental Tm 37°C (Table 1) [22]. The melting of the biggest Grid13 at 37°C initiated channel opening of reduced and PC-free mTRPV3-Y564A with a low Ω10 comparable to the low Q10 When the mTRPV3-Y564A mutant opened with the melting of Grid13 in the TRP/pre-S1 interface at 37°C, the disruption of the D396-K432 salt bridge triggered several changes in the systematic grid-like non-covalent interaction mesh network. In addition to one salt bridge, three H-bonds and 17π interactions were conserved, two bridges, six H-bonds and eight π interactions were replaced with three new salt bridges, six new H-bonds and eight new π interactions (Tables S1 and S2). Thus, the total non-covalent interactions along the gating pathway from D396 to K705 had only a minor change from 38 to 39 (Figs. 1A and 2A). On the other hand, the smallest Grid0 was conserved with a zero-residue size via the shortest path from F441 to Y565, Y448, F449, F445 and back to F441 (Figs. 1A and 2A). Thus, it may serve as a thermostable anchor against which two smaller grids may favor channel opening. One was Grid4 with a 4-residue size via the shortest path from D519 to W521, V525, F626, Y565, R567, Q695, R698 and back to D519 in the VSLD/TRP interface (Figs. 2A–B, E); the other was the biggest Grid11 in the TRP/VSLD/pre-S1 interfaces to control the H417-E689 π interaction. It had an 11-residue size via the shortest path from T411 to H417, E689, W692, R696, R698, D519, S515, and back to T411 (Figs. 2A, 2C–E). Once 2 equivalent H-bonds sealed the grid, the calculated Tm was about 52°C (Table 1). In any way, the disruption of the D396-K432 salt bridge in the biggest Grid13 induced a global conformational change from the pre-S1 domain to the VSLD, the TRP domain, the S4–55 linker and the pore domain (Figs. 1A and 2A). However, the grid sizes along the gating pathway from D396 to K705 had only a minor change from 77 to 74 (Figs. 1A and 2A). In this case, the systemic thermal instability Ti was 1.90, and the calculated Ω10 was in a range from 0.76 to 4.30 and with a mean value 1.48, which was comparable to the experimental Q10 (~ 1.21) (Table 1) [22]. In other words, the removal of the PC lipid from the vanilloid site by the Y564A mutation allowed reduced mTRPV3 to have the very low structural and functional thermo-sensitivities. On the other hand, oxidized mTRPV3 with a disulfide bond between C612 and C619 in the outer pore has also been reported to open from a PC-bound closed state at a lower threshold 42°C after repeated heat sensitization from 25°C to 40°C [23]. Therefore, it is exciting to test if oxidation also allows a low structural temperature sensitivity Ω10 to be responsible for the measured functional temperature sensitivity Q10 (1.9–3.1) [19]. Closed PC-bound mTRPV3 with the disulfide bond in the outer pore had the biggest Grid17 in the Pre-S1/VSLD interface for a calculated Tm 40°C after heat sensitization Regarding the PC-bound closed state of oxidized mTRPV3 after heat sensitization, much more non covalent interactions than those in the PC-free closed state of reduced mTRPV3-Y564A shaped a distinct systematic fluidic grid-like non-covalent interaction mesh network (Figs. 1A and 3A). In the presence of the C612-C619 disulfide bond in the pore domain, four salt bridges (E610-K614 was merged into the C612-C619 disulfide bond), fifteen H-bonds and forty π interactions were identified between D396 and K705 (Fig. 3A, Table S3). Since the total non-covalent interactions and grid sizes along the gating pathway from D396 in the pre S1 domain to K705 in the TRP domain were 59 and 72, respectively (Fig. 3A), the grid-based systemic thermal instability Ti was about 1.22 (Table 1). Despite several smallest grids with a zero-residue size, the biggest Grid17 with a 17-residue size was outstanding in the VSLD/pre-S1 interface to control the D519-R416 salt bridge (Fig. 3B–D). It started with D519 and went through W521, F522, Y564, Y565, F441, W433 and ended with R416 (Fig. 3E). When two equivalent H- bonds sealed the grid, the predicted Tm was about 40°C (Table 1), which was close to the measured Tm 42°C. [23] The melting of the biggest Grid17 at 42°C drove oxidized mTRPV3 opening with a low Ω10 comparable to the low Q10 In the heat-activated open state, following the melting of the R416-D517 salt bridge in the biggest Grid17 at 42°C as predicted (Fig. 3D) [23], although one salt bridge, five H-bonds, and 35π interactions were conserved, three salt bridges, ten H-bonds, and six π interactions were substituted by two new salt bridges, eight new H-bonds, and one new π interaction (Figs. 3A and 4A, Tables S3 and S4). However, two smallest Grid0 with a zero-residue size were still conserved as anchors near the R416-D519 salt bridge: one via the shortest path from F445 to Y565, Y448, F449, and back to F445, and the other via the shortest path from Y448 to Y565, Y564, F526 and back to Y448 (Figs. 3A and 4A). Therefore, the following gating pathway against these two anchors was proposed. First, in the VSLD/pre-S1/TRP interfaces, the D519-R416 salt bridge was substituted by the T411-R416 and D519-R567 H-bonds. As a result, the T397-E704 H-bond and the D396-K432 salt bridge were broken with the formation of H417/E418-R690 and E423-T427 H-bonds. In addition, the K432-E704 salt bridge became an H-bond (Fig. 4A). Second, when R567 H-bonded with D519 in the VSLD, a smaller Grid2 with a 2-residue size appeared via the shortest path from D519 to W521, F522, Y564, Y565, R567 and back to D519. Consequently, the V528-F524 π interaction was disconnected (Fig. 4A). Third, when the conformational wave extended to the S4-S5/TRP interface, the R567-T699 H-bond was disrupted and the E689-R693 H-bond changed to a salt bridge (Fig. 4A). Fourth, when this conformational wave continued to the pore domain, the F597-F601 π interaction and the N647-E610/K614 and E682-K686 H-bonds and the E610-K614 salt bridge were disconnected. In the meanwhile, the E631-K634 H-bond and the F633-I637 π interaction were present, and the H-bond moved from S621-Q646 to S620-Q646 (Fig. 4A). Taking all these changes into account, after the biggest Grid17 in the VSLD/pre-S1 interface melted above the predicted 40°C, the PC lipid was released from nearby W521 and Q695 and thus the new biggest Grid9 with a 9-residue size was created in the S5-S6 interface, which may be required for channel opening (Fig. 4B–C). When two equivalent H-bonds sealed Grid9 via the shortest path from D586 to F590 and L673 and T680 and back to D586 (Figs. 4C, 4E), the calculated Tm was about 56°C (Table 1). That may be why the temperature limit is 57°C for stable efficacy [19]. Since Grid9, together with Grid7 with a 7-residue size via the shortest path from F590 to Y594, T636, Y661, T665, L673 and back to F590, was conserved in both closed and open states of oxidized mTRPV3 (Figs. 3A and 4A), they may act as thermostable anchors to secure channel activity. In the meanwhile, a smaller Grid3 with a 3-residue size in the pre-S1/VSLD/S4-S5 linker/TRP/pre-S1 interfaces may be required to stimulate the lower state of the channel. It linked multiple active residues together including W433, F441, Y565, Y564, F522, W521, D519, R567, Q570, W692, and R696 (Figs. 4D, 4E). As a result, the total non-covalent interactions and grid sizes along the gating pathway from D396 to K705 decreased from 59 and 72 to 52 and 65, respectively (Figs. 3A & 4A). Such a decrease produced a low systemic thermal instability Ti value as 1.25. More importantly, the systematic structural thermo-sensitivity Ω10 was in a range from1.88 to 14.3 and with a mean value 4.12 (Table 1), which was close to the experimental Q10 (1.9–3.1) [19]. Therefore, even if the PC lipid at the corresponding vanilloid site was not released, the presence of the C612-C619 disulfide bond in the outer pore may be adequate for mTRPV3 to open with both low Tm and Ω10 to match the measured Tth and Q10 in response to the second heat stimulation [19]. In that regard, it is attractive to test if the disruption of the C612-C619 disulfide bond can increase the Tm and the Ω10 upon channel opening from reduced mTRPV3 to meet the requirement of the higher Tth (> 50 C) and Ω10 (16.4–22.6) [19]. The melting of the biggest Grid12 at the vanilloid PC site above Tm 50°C was required to release PC from reduced mTRPV3 for channel opening with a high Ω10 In the absence of the C612-C619 disulfide bond, reduced mTRPV3 had some different noncovalent interactions to form the systematic grid-like non-covalent interaction mesh network at 4°C when compared with the closed and oxidized one at 42°C after heat sensitization (Figs. 4A & 5A, Table S5) [32]. In the pore domain, after the E610-K614 salt bridge and the E610-N647 and S621-Q646 and E682-K686 H-bonds were disrupted, the F625-V629 and F633-I637 and T649-Y650 π interactions and the Y594-Y661 H-bond emerged (Fig. 5A). When this conformational change extended to the S4-S5 linker/TRP interface, the R567-T699 H-bond and the R698-E702 salt bridge were broken but the Q570-E689 H-bond replaced the Q570-W692 CH- π interaction. As a consequence, along with the T566-S576 H-bond in the S4-S5 linker/VSLD interface, D519 H-bonded with T411 in the VSLD/pre S1 interface and formed an additional salt bridge with R698 in the VSLD/TRP interface (Fig. 5A). When this conformational change extended to the VSLD, the T456-W559 H-bond was broken, the H471-Y540/Y547 π interaction network changed to the Y448/Y551-Q529 H-bonds, the π interaction moved from F542-Y544 to Y540-Y547, and the H-bond shifted from K500-E501 to Q514-S518. When the PC bridge moved from W521-PC-Q695 to W521-PC-F524/R567 (Figs. 4B & 5B), in addition to a salt bridge between R567 and the PC lipid and the CH-π interactions of the PC lipid with W521 and F524, Y564 formed a CH-π interaction with R567 (Fig. 5A). By all account, the disruption of the C612-C619 disulfide bond brought about the biggest Grid12 at the vanilloid PC site (Fig. 5B). When two equivalent H-bonds governed the 12-atom path from W521 to PC to F524 (Figs. 5C–D), the predicted melting temperature was about 50°C (Table 1), which was close to the initial experimental Tth 52°C for TRPV3 opening [19]. On the other hand, when compared with oxidized mTRPV3 in both closed and open states, only four H-bonds and 26 π interactions were conserved, and two new salt bridges and four new H-bonds and six new π interactions were added (Tables S3, S4 and S5). As the total non-covalent interactions and grid sizes along the gating pathway from D396 to K705 were 55 and 96, respectively (Fig. 5A), the systemic thermal instability (Ti) was 1.75 (Table 1). When the same open state as shown in the oxidized and PC-free mTRPV3 was employed (Fig. 4A), the melting of the W521-PC-F524 bridge in Grid12 would produce the calculated Ω10 ranging from 8.76 to 58.5 with a mean value 18.3, which was approximate with the experimental Q10 (16.4–22.6) (Table 1) [19]. Thus, the initial high Tth and Q10 of mTRPV3 upon the brief heat stimulation may result from the gating transition from the reduced and closed state to the open and oxidized one. Discussion Thermo-sensitive TRPV3 is characterized as the use-dependent heat sensitization. Although several cryo-EM structures of mTRPV3 are available in different gating and redox states and at various temperatures, the specific structural motifs responsible for this use-dependent heat sensitization are still missing. This computational study first demonstrated that the calculated melting temperature threshold Tm of the biggest grid along the gating pathway in mTRPV3 was comparable to not only the structural Tm but also the functional activation threshold Tth of mTRPV3. It further confirmed that the functional thermo-sensitivity Q10 was also comparable to the grid-based structural thermo-sensitivity Ω10. Finally, the grid-based systematic thermal instability values of mTRPV3 in different redox- and lipid-dependent gating states were also compared with each other to establish the energetic relationship of different gating states. Taken as a whole, three gating states were completely identified to account for the use-dependent heat sensitization of TRPV3. First, it was further confirmed that the biggest grid may employ its size and strength to determine the melting temperature threshold (Tm) of TRPV3. At a given salt concentration (150 mM NaCl), for reduced and sensitized mTRPV3-Y564A, when 1.0 equivalent H-bond sealed the biggest Grid13, it had a calculated Tm of about 38°C in the closed state. In agreement with this prediction, the D396-K432 salt bridge in this Grid13 was broken in the open state at 37°C (Figs. 1A and 2A, Table 1) [22]. For oxidized and sensitized mTRPV3 in the closed state, when two equivalent H-bonds sealed the biggest Grid17, it had a calculated Tm 40°C, and the R416-D519 salt bridge was also disrupted at 42°C in the open state (Figs. 3A & 4A, Table 1) [23]. Second, if the functional temperature threshold Tth for activation of mTRPV3 is controlled by the melting temperature threshold (Tm) of the biggest grid along the gating pathway, the calculated Tm should be comparable to the measured threshold Tth. In accordance with this prediction, reduced mTRPV3 in the closed state had a Tth around 52°C which was close to the calculated Tm 50°C of the biggest Grid12 at the vanilloid PC site (Fig. 5A, Table 1) [19]. Once oxidized, mTRPV3 had a low calculated Tm of 40°C (Table 1). Since the tunable distance between R416 in the pre-S1 domain and D519 in the VSLD, the R416-D519 salt bridge may change the strength which ranged from 0.5 to 2.0 equivalent H-bonds, That may account for the warm activation of mTRPV3 in a range from around 25–40°C [5–6, 19, 33]. Hence, the activation threshold Tth may be governed by the melting of the biggest grid via the adjustable R416-D519 salt bridge along the gating pathway. Since the calculated Tm values of the biggest Grid9 and Grid11 in the open states of oxidized mTRPV3 and reduced mTRPV3-Y564A were about 56°C and 57°C, respectively (Figs. 2A & 4A, Table 1), the biggest grids along the gating pathway may be responsible for the optimal activity temperature range of the mTRPV3 bio-thermometer [19]. Third, increased temperature has been reported to accelerate the dissociation rate kd of enthalpy-driven non-covalent interaction in a biophysical network but to slow down kd of entropy-driven crosslinks to a different extent [34]. In this study, an increase in the opening rate or the open probability Po of TRPV3 has been observed with raised temperatures [23]. If the temperature threshold for TRPV3 opening is governed by a rate-limiting single step to disrupt a non-covalent interaction in the biggest grid along the gating pathway, TRPV3 opening would be initially enthalpy-driven (△H<0). In this case, when thermo-gated TRPV3 opens from a closed state within 10°C, the functional thermo-sensitivity (Q10) should be comparable to the calculated systematic structural thermo-sensitivity Ω10 because they both factually reflect the change of the total chemical potentials of all the grids upon the alteration of the total enthalpy included in the non-covalent interactions along the same gating pathway from D396 to K705. In agreement with this proposal, if wild-type mTRPV3 had the same open and oxidized state, the calculated mean Ω10 of reduced mTRPV3 would be 18.3, which was close to the measured Q10 (16.4–22.6) (Table 1) [19]. For oxidized and sensitized mTRPV3, the calculated mean Ω10 was 4.12, which was similar to the measured Q10 (1.9–3.1) (Table 1) [19]. For the reduced mTRPV3-Y564A mutant, the calculated mean Ω10 was 1.48, which was near to the measured Q10 1.21 (Table 1) [22]. Thereafter, the functional thermo-sensitivity Q10 may be governed by the grid-based systematic structural thermo-sensitivity Ω10 as defined. In this regard, when the intensity of a non-covalent interaction was in the range from 0.5 to 3 kJ/mol, the resultant Ω10 ranges from the minimum to the maximum may be theoretically calculated as 8.76–58.5 for reduced and closed mTRPV3, 1.88–14.3 for sensitized and oxidized mTRPV3, and 0.76–4.3 for reduced and sensitized mTRPV3-Y564A (Table 1). Taken together, it is proposed that reduced mTRPV3 may start the first activation above the calculated Tm 50°C upon the fast heat stimulation. Once the channel is opened, it is oxidized to form the C612-C619 disulfide bond so that the functional thermo-sensitivity Q10 (16.4–22.6) can keep consistent with the calculated Ω10 (18.3) (Fig. 6A, Table 1). It is further proposed that when the temperature declines, oxidized but sensitized mTRPV3 may decrease a Tth to 30–40°C and Q10 to 1.9–3.1 as a result of the formation of the C612-C619 disulfide-bond (Fig. 6A, Table 1) [19]. In this way, the lower threshold 30–40°C may increase the open probability in response to the same temperature jump from 32°C to 59°C so that mTRPV3 activation exhibits the use-dependent sensitization upon successive heat stimuli [19]. In direct line with this use-dependent sensitization, the grid-based systemic thermal instability (Ti) in the closed state was 1.75 for reduced mTRPV3, and slightly decreased to 1.22 when oxidized by heat sensitization in favor of the use-dependent heat-sensitization during channel opening with a similar Ti of 1.25 (Table 1). In contrast, the Y564A mutation increased the grid-based systemic thermal instability (Ti) from 1.75 to 2.03 for the sensitized but closed state and 1.90 for the open state (Table 1). In other words, the Y564A mutation may increase the systemic thermal instability in favor of spontaneous channel opening [22]. On the other hand, when reduced or Cys-less mTRPV3 is exposed to the long and slow heat stimulation, the channel can be activated above a threshold Tth 30°C [33]. Therefore, it is also possible that either the formation of the C612-C619 disulfide bond by air oxidation or the Cys-less mutation may increase the length of the R416-D519 salt bridge to account for the declined Tth of 30°C so that the PC lipid could be released from the vanilloid site for channel opening (Fig. 6A, Table 1). When the insertion of valine at position 412 disrupts the T411-D519 salt bridge and the related smaller Grid4 via the shortest path from T411 to R416 and D519 and then back to T411 (Figs. 5A, 6B), the same biggest Grid17 as shown in oxidized but closed mTRPV3 may be followed in the VSLD/pre-S1 interface in favor of the release of the vanilloid site lipid for channel opening below 40°C in response to the first fast heat stimulus (Figs. 3A, 5A, Table 1). That may be why the insertion of valine at 412 removes the use-dependent sensitization upon repeated heat stimuli [19]. In support of this proposal, when the Y564A mutation release the PC lipid from the vanilloid site, it also had a low calculated Tm (38°C) and Ω10 (1.48) to keep consistent with the low threshold (< 37°C) and the low Q10 (1.21), respectively (Fig. 1–2, Table 1) [22]. In any way, several smaller anchor grids in the pore domain may be important to stablize the common open state in favor of high heat efficacy. In the pore domain, the first was Grid7 with the shortest path from F590 to Y594, T636, Y661, T665, L673 and back to F590, and the second was Grid9 with the shortest path from D586 to F590, L673 and T680 and then back to D586 (Figs. 4A, 4C, 6B). It has been reported that the T636S mutation decreases the temperature threshold [33], and the mutation N643S, I644S, N647Y, L657I, Y661C or T680A is actually less sensitive to heat or slows down the activation rate [30, 32, 35–36]. Therefore, it is possible that these mutations may affect the thermostability of these smaller anchor grids in the pore domain. In contrast, four smallest grids with a zero-residue size in the VSLD may form a basic stable backbone anchor system for mTRPV3 activation or a fuse group to keep a low systemic thermal instability (Figs. 3– 5, 6B): the first Grid0 via the shortest path from F447 to W493, Y451, Y448 and back to F447; the second Grid0 via the shortest path from Y448 to Y451, N452, W559, F449 and back to Y448; the third Grid0 via the shortest path from Y448 to F526, Y564, Y565 and back to Y448; the forth Grid0 via the shortest path from F445, Y448, F449 and back to F445. Further experiments may be required to test if non-covalent interactions in other grids than anchors are essential for heat-evoked TRPV3 opening. For example, the D519-R416 salt bridge, the H417/E418-R690 and D519-R567 and S620-Q646 and Q529-Y448/Y451 H-bonds, the F441-Y565 and H471-Y540/Y547 and Y622/Q646-F654 π−π interactions, and the Q570-W692-R696-W433-K438 cation/CH-π interactions (Figs. 3A, 4A, 5A). CONCLUSION In this computational study, a graphical grid thermodynamic model has bridged crystallographic static conformations with electrophysiological dynamic findings together by using graph theory in atomic details. Once the thermal rings in the systematic fluidic grid-like mesh network of non-covalent interactions along the gating pathway were tested and identified as key deterministic structural factors or motifs for thermo-gated mTRPV3, three gating states could be in turn established to account for the use-dependent heat sensitization of TRPV3. Accordingly, this model can be used to predict the thermal stability and activity of cellular biological macromolecules including membrane proteins once high-resolution 3D structural data are available. METHODS Data mining resources In this in silico study, two groups of the temperature-dependent cryo-EM structures of mTRPV3 in different gating and redox states were analyzed by graph theory to abstract the structural bioinformation for the use-dependent temperature thresholds and sensitivity. One included reduced and sensitized mTRPV3-Y564A at 37°C in the detergent (PDB ID, 6PVO, model resolution = 5.18 Å) and reduced and open mTRPV3-Y564A (PDB ID, 6PVP, model resolution = 4.4 Å) at 37°C in the detergent [22]; The other covered oxidized and sensitized WT mTRPV3 in cNW11 at 42°C (PDB ID, 7MIN, model resolution = 3.09 Å), oxidized and open WT mTRPV3 in cNW11 at 42°C (PDB ID, 7MIO, model resolution = 3.48 Å) [23], and reduced and closed WT mTRPV3 in MSP2N2 at 4°C (PDB ID, 6LGP, model resolution = 3.31 Å) [32]. Standards for non-covalent interactions In order to secure that results could be reproduced with a high sensitivity, the same strict standard definition as described previously as well as structure visualization software, UCSF Chimera, was exploited to identify stereo- or regio-selective inter-domain diagonal and intra-domain lateral non-covalent interactions in the 3D strcutres of mTRPV3 (Tables S1-S5) [27–29]. They included salt-bridges, CH/cation/lone pair/π−π interactions and H-bonds along the gating pathway from D396 to K705 in mTRPV3 with or without the Y564A mutation. Notably, although the hydrophobic effect and residue hydrophobicity are necessary to drive protein folding, their effects on protein stabilization may be rather marginal [37–38]. Preparation of topological grid maps by using graph theory The identified non-covalent interactions were geometrically mapped as edges along with marked node arrows to represent the positions of the linked residues in the systematic fluidic mesh network according to the same protocol as previously described [27–29]. All the grids were then covered in this network after their ring sizes were constrained as the minimal number of the total free side chains of residues or atoms in the bound lipid that did not participate in any non-covalent interction in a grid. The size constraint was completed by using graph theory and the Floyd-Warshall algorithm to calculate the shortest return path from one end of a non-covalent interaction to the start because the direct path from the start to the end was zero. [39]. For example, in the intra-subunit grid-like biochemical reaction mesh network of Fig. 3A, a direct path length from E610 and N647 was zero because of an H-bond between them. However, there was another shortest return path from N647 to K614 and back to E610 via the N647-K614 H-bond and the K614-E610 salt bridge in this grid. Therefore, the grid size was zero. Once all the grid sizes were available, only the uncommon sizes were marked in black, and a grid with an x-residue or atom size was denoted as Gridx. When the total number of all noncovalent interactions and grid sizes along the gating pathway were calculated, they were displayed in black and blue circles beside the mesh network map, respectively, for the calculations of the systematic thermal instability and the structural temperature sensitivity. Calculation of the temperature threshold of mTRPV3 A DNA hairpin thermo-sensor with a 20-base loop and two G-C base pairs in the stem has a start control melting temperature threshold Tm of 34°C to initiate thermal unfolding of the hairpin loop. When an additional G-C base or five additional bases are included in the hairpin, the Tm is increased by 10°C [26]. In a similar way, when a single polypeptide chain in protein carries out rate-limiting thermal unfolding of the thermal rings from the biggest grid to the smallest grid, the Tm of thermal unfolding of the given grid along the chain was calculated by using the following equation as described previously [27–29]: (1) Tm∘C=34+(n−2)×10+20−Smax×2 where, n is the total number of the grid size-controlled H-bonds equivalent to non-covalent interactions in the given grid, and Smax is the size of the given grid. In this regard, the more grid’s heat capacity will be expected with the decreased grid size or the increased equivalent H-bonds. Calculation of the systemic thermal instability Ti On the other hand, the Tm of the DNA hairpin will be always increased by the more G-C base pairs in the stem or the shorter the poly-A loop [26]. Thus, the grid-based systemic thermal instability Ti along the single polypeptide chain was reasonably defined using the following equation as described previously [27–29]: (2) Ti=S/N where, S is the total grid sizes and N is the total non-covalent interactions along the gating pathway of one subunit in a gating state. Usually, the lower Ti, the less the conformational entropy in the system. Calculation of the systematic temperature sensitivity of mTRPV3 For initial enthalpy-driven TRPV3 opening upon decyclization of the biggest grid (ΔH<0), if a thermosensitive TRPV3 channel changes from a fully closed state to a fully open state within a temperature range ΔT, and if the chemical potential of a grid is defined as the maximal potential for equivalent residues in the grid to form a tight and ideal β -hairpin with the smallest loop via non-covalent interactions [40], the grid-based systematic structural thermo-sensitivity ΩΔT of a single ion channel can be defined and calculated using the following equations: (3) ΩΔT=Sc−SoE/2(Hc/Ho)=Sc−SoE/2[(ENc)/(ENo)]=Sc−SoE/2(Nc/No) where, in the closed and open states along the same gating pathway of one subunit, Hc and Ho are the total enthalpy included in non-covalent interactions, respectively; Nc and No are the total non-covalent interactions, respectively; Sc and So are the total grid sizes, respectively. E is the energy intensity of a non-covalent interaction in a range of 0.5–3 kJ/mol. Usually, E is 1 kJ/mol. Thus, ΩΔT actually mirrors a heat-evoked change in the total chemical potential of all the grids upon a heat-induced change in the total enthalpy included in non-covalent interactions from a closed state to an open state along the same gating pathway of one subunit. When ΔT=10∘C, Ω10 could be comparable to the functional thermo-sensitivity (Q10) of a single ion channel. Q10 was defined and calculated using the following equation: (4) Q10=X2/X110/(T2−T1) where, X1 and X2 are open probability Po values or reaction rates obtained at temperatures T1 and T2 (measured in kelvin), respectively. Acknowledgements: The author’s own studies cited in this article were supported by NIDDK Grant (DK45880 to D.C.D.) and Cystic Fibrosis Foundation grant (DAWSON0210) and NIDDK grant (2R56DK056796-10) and American Heart Association (AHA) Grant (10SDG4120011 to GW). Data availability statement: All data generated or analysed during this study are included in this published article and Supplementary Information. Conventions and abbreviations ARD ankyrin repeat domain cryo-EM cryo-electron microscopy Tm, melting temperature PC phosphatidylcholine Tth temperature threshold TMD transmembrane domain TRP transient receptor potential TRPA TRP ankyrin TRPC TRP canonical TRPVi TRP vanilloid i TRPV3 TRP vanilloid-3 rTRPV1 rat TRPV1 mTRPV3 mouse TRPV3 TRPMi TRP melastatin i TRPM8 TRP melastatin 8 VSLD voltage-sensor-like domain WT wild-type Figure 1 The grid-like non-covalently interacting mesh network along the gating pathway of PC-free reduced mTRPV3-Y564A in the sensitized state at 37 °C after heat sensitization. A, The topological grids in the systemic fluidic grid-like mesh network. The cryo-EM structure of one subunit in detergent-solubilzed mTRPV3-Y564A, which was PC-free, reduced, sensitized but closed at 37 °C (PDB ID, 6PVO), was used for the model. The pore domain, the S4-S5 linker, the TRP domain, the VSLD and the pre-S1 domain are indicated in black. Salt bridges, p interactions, and H-bonds between pairing amino acid side chains along the gating pathway from D396 to K705 are marked in purple, green, and orange, respectively. The grid sizes required to control the relevant non-covalent interactions were calculated with graph theory and labeled in black. The total grid sizes and grid size-controlled non-covalent interactions along the gating pathway are shown in the blue and black circles, respectively. B, The location of the biggest Grid13 is marked in a red circle. C, The structure of the biggest Grid13 with a 13-residue size in the TRP/pre S1 interface to control the D396-K432 salt bridge. D, The sequence of the biggest Grid13 to control the D396-K432 salt bridge in a blue rectangle. Figure 2 The grid-like non-covalently interacting mesh network along the gating pathway of PC-free reduced mTRPV3-Y564A in the open state at 37 °C after heat sensitization. A, The topological grids in the systemic fluidic grid-like mesh network. The cryo-EM structure of one subunit in detergent-solubilzed and open and reduced mTRPV3-Y564A without PC bound in cNW11 at 37 °C (PDB ID, 6PVP) was used for the model. The pore domain, the S4-S5 linker, the TRP domain, the VSLD and the pre-S1 domain are indicated in black. Salt bridges, p interactions, and H-bonds between pairing amino acid side chains along the gating pathway from D396 to K705 are marked in purple, green, and orange, respectively. The grid sizes required to control the relevant non-covalent interactions were calculated with graph theory and labeled in black. The total grid sizes and grid size-controlled non-covalent interactions along the gating pathway are shown in the blue and black circles, respectively. B, The structure of the smaller Grid4 with a 4-residue size to control the D519-R698 salt bridge and F526-Y565 p interaction in the grid. C, The location of the biggest Grid11 is marked in a red circle. D, The structure of the biggest Grid11 with an 11-residue size in the VSLD/TRP/pre S1 interfaces to control the H417-E689 and T411-S515 H-bonds. E, The sequences of two smaller Grid4 and Grid11 to control the aformentioned non-covalent interactions in the blue boxes, respectively. Figure 3 The grid-like non-covalently interacting mesh network along the gating pathway of PC-bound oxidized mTRPV3 in the sensitized state at 42 °C after heat sensitization. A, The topological grids in the systemic fluidic grid-like mesh network. The cryo-EM structure of one subunit in sensitized and oxidized mTRPV3 with PC bound in cNW11 at 42 °C (PDB ID, 7MIN) was used for the model. The pore domain, the S4-S5 linker, the TRP domain, the VSLD and the pre-S1 domain are indicated in black. Salt bridges, p interactions, and H-bonds between pairing amino acid side chains along the gating pathway from D396 to K705 are marked in purple, green, and orange, respectively. The grid sizes required to control the relevant non-covalent interactions were calculated with graph theory and labeled in black. The total grid sizes and grid size-controlled non-covalent interactions along the gating pathway from D396 to K705 are shown in the blue and black circles, respectively. C, The location of the biggest Grid17 is marked in a red circle. D, The structure of the biggest Grid17 with a 17-residue size in the VSLD/pre S1 interface to control the strong R416-D519 salt bridge. E, The sequence of the biggest Gird17 to control the R416-D519 salt bridge in a blue box. Figure 4 The grid-like non-covalently interacting mesh network along the gating pathway of PC-free oxidized mTRPV3 in the open state at 42 °C after heat sensitization. A, The topological grids in the systemic fluidic grid-like mesh network. The cryo-EM structure of one subunit in open and oxidized mTRPV3 without PC bound in cNW11 at 42 °C (PDB ID, 7MIO) was used for the model. The pore domain, the S4-S5 linker, the TRP domain, the VSLD and the pre-S1 domain are indicated in black. Salt bridges, p interactions, and H-bonds between pairing amino acid side chains along the gating pathway from D396 to K705 are marked in purple, green, and orange, respectively. The grid sizes required to control the relevant non-covalent interactions were calculated with graph theory and labeled in black. The total grid sizes and grid size-controlled non-covalent interactions along the gating pathway are shown in the blue and black circles, respectively. B, The location of the biggest Grid9 is marked in a red circle. C, The structure of the biggest Grid9 with a 9-residue size in the S5-S6 interface to control the D586-T680 H-bond. D, The structure of the putative smaller Grid3 with a 3-residue size for the lower gate. E, The sequences of two smaller gating Grid9 and Grid3 to control the D586-T680 H-bond and a group of crtitical cation-p interactions in the blue boxes, respectively. Figure 5 The grid-like non-covalently interacting mesh network along the gating pathway of PC-bound reduced mTRPV3 in the closed state at 4 °C without heat sensitization. A, The topological grids in the systemic fluidic grid-like mesh network. The cryo-EM structure of one subunit in reduced and closed mTRPV3 with PC bound in MSP2N at 4 °C (PDB ID, 6LGP) was used for the model. The pore domain, the S4-S5 linker, the TRP domain, the VSLD and the pre-S1 domain are indicated in black. Salt bridges, p interactions, and H-bonds between pairing amino acid side chains along the gating pathway from D396 to K705 are marked in purple, green, and orange, respectively. The grid sizes required to control the relevant non-covalent crosslinking interactions were calculated with graph theory and labeled in black. The total grid sizes and grid size-controlled non-covalent crosslinking interactions along the gating pathway are shown in the blue and black circles, respectively. The T411-D519 H-bond, which is marked in a dashed line, may be disrupted by the insertion of valine or serine at position 412. B, The location of the biggest Grid12 is marked in a red circle. C, The structure of the biggest Grid12 with a 12-atom size at the PC site to control the W521-PC-F524 bridge. D, The sequence of the biggest Grid12 to control the W521-PC-F524 bridge in a blue box. Figure 6 The tentative model for the use-dependent heat sensitization of thermo-gated TRPV3. A, The homo-tetrameric cryo-EM structures of mTRPV3 in the reduced and closed state (PDB ID: 6LGP), the sensitized and oxidized (PDB ID: 7MIN), and the open and oxidized state (PDB ID: 7MIO) were used for the model. For a convenient view, only two opposite subunits are shown. The dashed rectangle is the membrane area. In the absence of the C612-C619 disulfide bond, reduced mTRPV3 is open with a high Q10 (16.4–22.6) upon the short heat stimulus above 50 °C to melt the biggest Grid12, a thermo-active ring (red), at the vanilloid PC site and then to release PC from the vanilloid site. Meanwhile, C612 is close to C619 enough to form a disulfide bond. When the temperature decreases below 40 °C, oxidized and PC-free mTRPV3 is closed with the biggest Grid17, another thermo-active ring (red), in the VSLD to decrease the threshold from 50 °C to 30–40 °C. Upon the second short heat stimulus, the sensitized and oxidized mTRPV3 has a Q10 as low as 1.9–3.1. However, the long and slow warm stimulation above 30 °C can oxidize mTRPV3 to decrease the threshold from 50 °C to 30 °C in favor of the release of the PC lipid from the vanillloid site for channel opening but with a low Q10 (1.66). B, The proposed smaller thermo-stable anchor grids against which mTRPV3 opens above the temperature thresholds (PDB ID, 7MIO). The grid sizes are shown in the red circles. Table 1 The grid thermodynamic model-based new parameters of the mTRPV3 bio-thermometer along the gating pathway from D396 to K705 Construct WT mTRPV3 mTRPV3-Y564A PDB ID 6LGP 7MIO 7MIN 6PVP 6PVO Lipid PC at the vanilloid site bound free bound free free Redox state reduced oxidized oxidized reduced reduced Lipid environment MSP2N2 cNW11 cNW11 detergent Sampling temperature, °C 4 42 42 37 37 Gating state Closed ↔ Open ↔ Sensitized Open ↔Sensitized # of the biggest grid Grid12 Grid9 Grid17 Gridn Grid13 Biggest grid size (Smax) 12 9 17 11 13 Equivalent H-bonds in Smax 2.0 2.0 2.0 2.0 1.0 Total non-covalent interactions 55 52 59 39 38 Total grid sizes, a.a 96 65 72 74 77 Calculated Tm, °C 50 56 40 52 38 Measured Tm, °C 42 37 Measured Tth, °C 52 57 32–39 Systemic thermal instability (Ti) 1.75 1.25 1.22 1.90 2.03 Calculated Ω10, min at Emin=0.5 kJ/mol 8.76 1.88 0.76 Calculated Ω10, mean at Emean=1.0 kJ/mol 18.3 4.12 1.48 Calculated Ω 10, max at Emax=3.0 kJ/mol 58.5 14.3 4.30 Measured Ω 10, 16.4–22.6 1.9–3.1 1.21 Ref. for measured Tth or Q10 [19] [19] [19] [19] Declarations Conflict of interest: The author declares no conflict of interest. ==== Refs References 1. Caterina M.J. , Schumacher M.A. , Tominaga M. , Rosen T.A , Levine J.D. and Julius D. (1997) The capsaicin receptor: a heat-activated ion channel in the pain pathway. Nature. 389 , 816–824.9349813 2. Caterina M.J. , Rosen T. A. , Tominaga M. , Brake A. J , Julius D. (1999)A capsaicin-receptor homologue with a high threshold for noxious heat. Nature, 398 ,436.10201375 3. McKemy D. D. , Neuhausser W. M. & Julius D. (2002) Identification of a cold receptor reveals a general role for TRP channels in thermosensation. Nature, 416 , 52–58.11882888 4. Peier A.M. , Moqrich A. , Hergarden A.C. , Reeve A.J. , Andersson D.A. , Story G.M. , Earley T.J. , Dragoni I. , McIntyre P. , Bevan S. and Patapoutian A. (2002) A TRP channel that senses cold stimuli and menthol. Cell, 108 , 705–715.11893340 5. Peier A. M. , Reeve A. J. , Andersson D.A. , Moqrich A. , Earley T.J. , Hergarden A.C. , Story G.M. , Colley S. , Hogenesch J. B. , McIntyre P. , Bevan S. , Patapoutian A. (2002) A heat-sensitive TRP channel expressed in keratinocytes. Science, 296 , 2046.12016205 6. Smith G. D. , Gunthorpe M. J. , Kelsell R. E. , Hayes P. D. , Reilly P. , Facer P. , Wright J. E. , Jerman J. C. , Walhin J-P. , Ooi L. , Egerton J. , Charles K. J. , Smart D. , Randall A. D. , Anand P. , Davis J. B. (2002) TRPV3 is a temperature-sensitive vanilloid receptor-like protein. Nature, 418 , 186.12077606 7. Xu H. , Ramsey I. S. , Kotecha S. A. , Moran M. M. , Chong J. A. , Lawson D. , Ge P. , Lilly J. , Silos-Santiago I. , Xie Y. , DiStefano P. S. , Curtis R. , Clapham D. E. (2002) TRPV3 is a calcium-permeable temperature-sensitive cation channel. Nature, 418 , 181.12077604 8. Guler A.D. , Lee H. , Iida T. , Shimizu I. , Tominaga M. and Caterina M. J. (2002) Heat-evoked activation of the ion channel, TRPV4. J Neurosci, 22 6408–14.12151520 9. Chung M. K. , Lee H. , Caterina M. J. (2003) Warm temperatures activate TRPV4 in mouse 308 keratinocytes. J. Biol. Chem., 278 , 32037.12783886 10. Story G.M. , Peier A.M. , Reeve A.J. , Eid S.R. , Mosbacher J. , Hricik T.R. , Earley T.J. , Hergarden A.C. , Andersson D.A. , Hwang S.W. , McIntyre P. , Jegla T. , Bevan S. , Patapoutian (2003) A. ANKTM1, a TRP-like channel expressed in nociceptive neurons, is activated by cold temperatures. Cell, 112 , 819–829.12654248 11. Jordt S.E. , Bautista D.M. , Chuang H.H. , McKemy D.D. , Zygmunt P.M. , Högestätt E.D. , Meng I.D. and Julius D. (2004) Mustard oils and cannabinoids excite sensory nerve fibres through the TRP channel ANKTM1.Nature, 427 , 260–265.14712238 12. Talavera K , Yasumatsu K. , Voets T. , Droogmans G. , Shigemura N. , Ninomiya Y. , Margolskee R. F. , Nilius B. (2005) Heat activation of TRPM5 underlies thermal sensitivity of sweet taste. Nature, 438 , 1022.16355226 13. Vriens J , Owsianik G. , Hofmann T. , Philipp S. , Stab J. , Chen X. , Benoit M. , Xue F. , Janssens A. , Kerselaers S. , Oberwinkler J. , Vennekens R. , Gudermann T. , Nilius B. , Voets T. (2011) TRPM3 is a nociceptor channel involved in the detection of noxious heat. Neuron, 70 , 482.21555074 14. Zimmermann K. , Lennerz J.K. , Hein A. , Link A.S. , Kaczmarek J.S. , Delling M. , Uysal S. , Pfeifer J.D. , Riccio A. and Clapham D.E. (2011)Transient receptor potential cation channel, subfamily C, member 5 (TRPC5) is a cold-transducer in the peripheral nervous system. Proc. Natl. Acad. Sci.USA., 108 , 18114–18119.22025699 15. Song K. , Wang H. , Kamm G. B. , Pohle J. , Reis F. C. , Heppenstall P. , Wende H. , Siemens J. (2016) The TRPM2 channel is a hypothalamic heat sensor that limits fever and can drive hypothermia. Science, 353 ,1393.27562954 16. Tan C. H. , McNaughton P. A. (2016) The TRPM2 ion channel is required for sensitivity to warmth. Nature, 536 , 460.27533035 17. Luo L , Wang Y , Li B , Xu L , Kamau PM , Zheng J , Yang F , Yang S , Lai R . (2019) Molecular basis for heat desensitization of TRPV1 ion channels. Nat Commun. 10 , 2134. Correction in: Nat Commun. (2020) 11, 1798. 31086183 18. Liu B. & Qin F. (2016) Use dependence of heat sensitivity of vanilloid receptor TRPV2. Biophys J,. 110 , 1523–1537.27074678 19. Liu B. & Qin F. (2017) Single-residue molecular switch for high-temperature dependence of vanilloid receptor TRPV3. Proc. Natl.Acad. Sci. USA. 114 , 1589–1594.28154143 20. Singh A.K. , McGoldrick L.L. and Sobolevsky A.I. (2018) Structure and gating mechanism of the transient receptor potential channel TRPV3. Nat. Struct. Mol. Biol. 25 , 805–813.30127359 21. Zubcevic L. , Herzik M. A. Jr. , Wu M. , Borschel W.F. , Hirschi M. , Song A.S. , Lander G.C. , and Lee S. Y. (2018) Conformational ensemble of the human TRPV3 ion channel. Nat. Commun. 9 , 4773.30429472 22. Singh A.K. , McGoldrick L.L. , Demirkhanyan L. , Leslie M. , Zakharian E. , and Sobolevsky A.I. (2019) Structural basis of temperature sensation by the TRP channel TRPV3. Nat. Struct. Mol. Biol. 26 , 994–998.31636415 23. Nadezhdin K. D. , Neuberger A. , Trofimov Y. A. , Krylov N. A. , Sinica V. , Kupko N. , Vlachova V. , Zakharian E. , Efremov R. G. , and Sobo-levsky A. I. (2021) Structural mechanism of heat-induced opening of a temperature-sensitive TRP channel. Nat. Struct. Mol. Biol. 28 , 564–572.34239124 24. Kuznetsov S.V. , Ren C.C. , Woodson SA , Ansari A. (2008). Loop dependence of the stability and dynamics of nucleic acid hairpins. Nucleic Acids Res. 36 , 1098–112. doi: 10.1093/nar/gkm1083.18096625 25. Ke G. ; Wang C. ; Ge Y. ; Zheng N. ; Zhu Z. ; Cao Y. ; Yang J. L-DNA molecular beacon: A safe, stable, and accurate intracellular nano-thermometer for temperature sensing in living cells. J. Am. Chem. Soc. 2012, 134 , 18908–18911.23126671 26. Jonstrup A. T. , Fredsøe J. , Andersen A. H. (2013). DNA Hairpins as Temperature Switches, Thermometers and Ionic Detectors. Sensors. 13 , 5937–5944. doi:10.3390/s130505937.23666126 27. Wang G. (2022). The network basis for the structural thermostability and the functional thermoactivity of aldolase B. BioRxiv. DOI: 10.1101/2022.10.20.513014; The network basis for the structural thermostability and the functional thermoactivity of aldolase B. Molecules. 28 , 1850. 28. Wang G. (2023) Network basis for the heat-adapted structural thermostability of bacterial class II fructose bisphosphate aldolase. ACS Omega. 8 , 17731–17739. 10.1021/acsomega.3c00473 37251155 29. Wang G. (2023) Thermal ring-based heat switches in hyperthermophilic class II bacterial fructose aldolase. ACS Omega. 10.1021/acsomega.3c03001. 30. Yao J. , Liu B. , Qin F. (2011).Modular thermal sensors in temperature-gated transient receptor potential (TRP) channels. PNAS 108 , 11109–11114 21690353 31. Brauchi S ,, Orta G. , Salazar M. , Rosenmann E. , Latorre R. (2006).A hot-sensing cold receptor: C-terminal domain determines thermosensation in transient receptor potential channels. J Neurosci. 26 , 4835–4840.16672657 32. Shimada H. , Kusakizako T. , Nguyen THD , Nishizawa T. , Hino T. , Tominaga M. , Nureki O. (2020) The structure of lipid nanodisc-reconstituted TRPV3 reveals the gating mechanism. Nat Struct Mol Biol. 27 , 645–652.32572254 33. Kim S. E. , Patapoutian A. , Grandl J. (2013) Single residues in the outer pore of TRPV1 and TRPV3 Have Temperature-Dependent Conformations. PLOS One 8 , e59593 23555720 34. Yu A. C. (2021) Physical networks from entropy-driven non-covalent interactions. Nat Commun. 12 , 746; 10.1038/s41467-021-21024-7.33531475 35. Myers B. R. , Bohlen C. J. , Julius D. (2008) A yeast genetic screen reveals a critical role for the pore helix domain in TRP channel gating. Neuron 58 , 362–273.18466747 36. Grandl JH , Hu H , Bandell M , Bursulaya B , Schmidt M , Petrus M and Patapoutian A . (2008) Pore region of TRPV3 ion channel is specifically required for heat activation. Nat. Neurosci. 11 , 1007–1013.19160498 37. Priyakumar U. D. (2012) Role of hydrophobic core on the thermal stability of proteins – molecular dynamics simulations on a single point mutant of Sso7d abstract. J. Biomol. Struct. Dyn., 29 , 961–971.22292954 38. Van den Burg B , Dijkstra BW , Vriend G , Van der Vinne B , Venema G , Eijsink VG . (1994) Protein stabilization by hydrophobic interactions at the surface. Eur. J. Biochem., 220 , 981–985.8143751 39. Floyd RW . (1962), Algorithm-97 - Shortest Path. Commun Acm 5 , 345–345. 40. Kiehna S. E. , Waters M. L. (2003) Sequence dependence of b-hairpin structure: Comparison of a salt bridge and an aromatic interaction. Protein Science 12 , 2657–2667.14627727