Abstract
As blood oxygenation decreases (hypoxemia), mammals mount cardiorespiratory responses, increasing oxygen to vital organs. The carotid bodies are the primary oxygen chemoreceptors for breathing, but sympathetic-mediated cardiovascular responses to hypoxia persist in their absence, suggesting additional high-fidelity oxygen sensors. We show that spinal thoracic sympathetic preganglionic neurons are excited by hypoxia and silenced by hyperoxia, independent of surrounding astrocytes. These spinal oxygen sensors (SOS) enhance sympatho-respiratory activity induced by CNS asphyxia-like stimuli, suggesting they bestow a life-or-death advantage. Our data suggest the SOS use a mechanism involving neuronal nitric oxide synthase 1 (NOS1) and nicotinamide adenine dinucleotide phosphate (NADPH) oxidase (NOX). We propose NOS1 serves as an oxygen-dependent sink for NADPH in hyperoxia. In hypoxia, NADPH catabolism by NOS1 decreases, increasing availability of NADPH to NOX and launching reactive oxygen species–dependent processes, including transient receptor potential channel activation. Equipped with this mechanism, SOS are likely broadly important for physiological regulation in chronic disease, spinal cord injury, and cardiorespiratory crisis.
Spinal oxygen sensors use a novel O2 sensing mechanism to increase breathing and sympathetic activity with onset of asphyxia.
INTRODUCTION
In mammals, carotid bodies are the primary oxygen sensors driving breathing, sympathetic activity, and blood pressure in response to acute hypoxia (1, 2). While carotid body denervation abolishes most but not all of the hypoxic ventilatory response (3), some of the sympathetic responses—and, consequently, cardiovascular effects—remain (4, 5). Thus, unlike brainstem neuronal networks controlling breathing, mostly inhibited by acute hypoxia in the absence of the carotid bodies, sympathetic networks must be strongly excited (6, 7). However, the molecular and cellular identity of the central sympathetic oxygen sensor is largely unresolved.
Some studies have identified hypoxia-excited cells in the hypothalamus (8) and the brainstem, including the nucleus tractus solitarius (NTS) (9) and rostral ventrolateral medulla (RVLM) (7, 10). These cells receive carotid body inputs and activate brainstem respiratory and/or spinal thoracic preganglionic sympathetic neurons (11). The existence of central oxygen sensors may explain reports of proexcitatory effects of brainstem hypoxia under some conditions (3, 12). While mechanisms of oxygen sensing are not fully resolved, they likely involve astrocytes, heme oxygenase (HO), Nap channels, and/or adenosine 5′-monophosphate–activated protein kinase (13–15, 26). However, the existence of oxygen sensors in the brainstem and hypothalamus do not exclude the possibility that the spinal cord is also oxygen sensitive.
Indeed, data from 1909 using spinalized animals point to oxygen-sensitive spinal “vasomotor centers” (16). However, a multitude of potential mechanisms may be at play in vivo, causing controversy as to the ability of the spinal cord to mediate the carotid body–independent pressor effects of hypoxia (17–19). For example, in vivo spinalized preparations do not eliminate the possibility that spinal circuits are activated by brainstem and systemic effects of hypoxia, such as release of lactic acid or hormones (20). Consequently, while recent interest has surged in brainstem oxygen sensing, with astrocyte activation proposed as a mechanism to offset central hypoxic inhibition (21–23), the possibility of powerful cardiovascular spinal oxygen sensors (SOS) has been overlooked. Here, we draw on artificially perfused in situ and en bloc preparations to overcome the limitations of previous in vivo studies. We confirm that spinal cord sympathetic preganglionic neurons are oxygen sensitive and describe experiments to determine their sensitivity, critical function, cellular identity, and mechanism.
RESULTS
To test for the SOS, we recorded greater splanchnic nerve [g-SN; sympathetic thoracic root 5 (T5) to T9] activity in anesthetized, paralyzed, vagotomized, carotid body and aortic arch–denervated and artificially ventilated rat preparations. The g-SN was chosen because of its surgical accessibility and the fact that it is heavily endowed with axons from spinal intermediolateral nucleus (IML) spinal thoracic sympathetic preganglionic neurons (SSPNs) (24). Under baseline conditions, preparations were ventilated with gas having a partial pressure of oxygen (PO2) of 200 torr (balance N2). Despite the lack of arterial chemoreceptors, all preparations responded to a bout of hypoxia (1 to 2 min of 60 torr) with increased g-SN activity. Following spinal cord transection at T2 and T3, baseline g-SN activity decreased. However, despite no arterial chemoreceptors or descending inputs from the brainstem, preparations maintained their vigorous sympathetic response to hypoxia (Fig. 1A). Thus, g-SN activity (spike) significantly increased when the gas used to ventilate animals was switched from 200- to 60-torr PO2, causing oxygen saturation to decrease to 79.3 ± 2.4% from 95.9 ± 0.5% (change in g-SN activity: Wilcoxon signed-rank test, P = 0.004; n = 9). In a separate set of spinalized preparations, increasing inspired PO2 from 200 to 600 torr, causing a change in saturation from 95.4 ± 1.2% to 99.7 ± 0.1% (Wilcoxon matched-pairs signed-rank test, P = 0.016; n = 7), resulted in a decrease in g-SN activity (Wilcoxon signed-rank test, P = 0.008; n = 8; Fig. 1B). These results are summarized in Fig. 1 (C and D). These data suggest the spinal cord contains oxygen sensors that contribute to SSPN activity, even when blood oxygen saturation is close to normal. Alternatively, changes in SSPN activity could be produced by blood-borne neural modulators released by the hypothalamus, brainstem, lung, adrenal gland, or some other oxygen-sensitive organs.
To definitively demonstrate the existence of SOS, we developed a novel in situ thoracic spinal cord preparation, perfused with artificial cerebrospinal fluid (aCSF) via the descending aorta. Lungs, diaphragm, heart, kidneys, and brainstem were absent. With the ventral side up, sympathetic activity was recorded from the g-SN while changing perfusate PO2. As expected, g-SN activity increased as perfusate PO2 was reduced (Fig. 2). Specifically, a reduction in perfusion PO2 caused a significant increase in g-SN activity (Friedman test, P < 0.0001; n = 6; for both spike and integral nerve activities). A post hoc analysis found differences between 570-torr and 200-, 100-, and 60-torr PO2 challenges (Dunn’s multiple comparison test, P < 0.05) for both integral and spike nerve activities. When perfusate PO2 was 200 torr or less, sympathetic activity was more than twice that at a PO2 of 570 torr.
To determine sensitivity of g-SN responses to changes in PO2, we attempted to access the spinal cord of the in situ preparation via laminectomy, without disrupting the dorsal vasculature normally supplying a substantial proportion of the oxygenated blood. Despite our best efforts to be minimally invasive, including the use of Clark-style polarographic microelectrode with 25-μm tip diameters, we found that the dorsal surface of the spinal cord at the site of surgery had a PO2 equal to that of the perfusate. That is, perfusate was flowing over the surface of the tissue from ruptured blood vessels, suggesting the dorsal tissue at the site of the laminectomy was likely under perfused compared to an intact segment. Moreover, without the limitations imposed by the dorsal circulation on inflow from the ventral vasculature, the ventral tissue was likely hyperperfused. Thus, we adopted a different strategy. In contrast to the spinal cord, the brainstem is mostly vascularized from the ventral surface and can be safely accessed from the dorsal side via the fourth ventricle. Exploiting this anatomical difference, we used an artificially perfused brainstem–spinal cord preparation to measured brainstem tissue PO2 as a surrogate for spinal cord tissue PO2.
In the in situ brainstem–spinal cord preparation, when the PO2 of the gas used to equilibrate the perfusate was reduced to 200 torr, tissue PO2 entered the physiological range [48 ± 24 torr (25)], and g-SN activity increased (Fig. 2, A to C). When PO2 of the equilibrating gas was reduced to 100 torr, the brainstem tissue became hypoxic (6 ± 10–torr PO2), activity of g-SN was sustained, and phrenic nerve activity became quiescent. A perfusate below 60-torr PO2 resulted in tissue hypoxia and a transient period of g-SN activity and gasping (rapid onset decrementing phrenic bursts). As the oxygen sensitivity of g-SN recorded in the in situ brainstem–spinal cord preparation is likely influenced by oxygen sensitivity of brainstem circuits, we plotted brainstem tissue PO2 for a given perfusate PO2 against g-SN responses obtained in the in situ thoracic spinal cord preparation (Fig. 2, D and E). g-SN activity triggered by low oxygen persisted in the in situ thoracic spinal cord preparation in the presence of ganglionic blocker 100 μM hexamethonium (Friedman test for spike; n = 6; see table S2), indicating that synaptic transmission within the sympathetic chain was not necessary for the hypoxic response (Fig. 2F). Together, the data confirm the existence of SOS, suggesting that their sensitivity spans the physiological range and is similar to that of the carotid bodies between 60 and 300 torr (see fig. S1).
The response to central hypoxia of the in situ brainstem–spinal cord preparation confirms the work of others, indicating that the central nervous system (CNS) is directly involved in mounting cardiorespiratory survival responses. To test whether the SOS themselves contribute to life-saving responses during cardiorespiratory crisis, we developed a new triple perfused in situ preparation in which most of the thoracic spinal cord (T4 to T13), more rostral neuronal structures (rostral thoracic, cervical spinal cord, and brainstem), and carotid bodies are perfused independently (see fig. S2). Respiratory and sympathetic responses to CNS perfusion with an asphyxia-like stimulus [40-torr PO2 and 60-torr partial pressure of CO2 (PCO2)] with the carotid bodies unchanged were assessed from phrenic and splanchnic nerves, respectively. When only the brainstem compartment was exposed, we observed four phases of activity: (i) increase in amplitude of eupneic-like phrenic bursts and sympathetic activity [demonstrating the significant bulbospinal projections onto SSPNs (11, 27) and the existence of brainstem chemoreceptors (3, 10, 11)]; (ii) a period of primary apnea and gasp-like phrenic bursts [demonstrating that brainstem asphyxia alone is sufficient to generate gasps (22)] during which sympathetic activity gradually rolled off; (iii) augmented phrenic activity with sympathetic activity at/below baseline activity; and (iv) terminal apnea and sympathetic quiescence. In comparison, when both the thoracic and brainstem compartments were exposed to the same stimuli, the period of primary apnea and gasp-like bursts was reduced, shortening the time to augmented phrenic activity (Mann-Whitney test, P = 0.009), and the increase in sympathetic activity was prolonged (integral: unpaired t test with Welch’s correction, P = 0.03; spike: unpaired t test with Welch’s correction, P = 0.009), persisting until commencements of terminal apnea (Fig. 3 and fig. S3). Thus, inclusion of the SOS in brainstem responses enhances autoresuscitative reflexes and therefore is likely to be prosurvival.
As the spinal cord challenge promotes the prosurvival responses resulting from brainstem challenge, we hypothesize that the SOS provide excitatory drive to autoresuscitative circuits in the brainstem. To test this, we performed additional experiments in which only the spinal cord was challenged (i.e., during the spinal cord challenge, the brainstem was kept hyperoxic and normocapnic). When spinal cord alone was challenged, sympathetic (integral: one sample t test versus one, P = 0.04; spike: Wilcoxon signed rank test versus one, P = 0.031) and phrenic (amplitude: one sample t test versus one, P = 0.044) activities were again elicited (Fig. 4, A to F). Additionally, three of six preparations produced gasps on a background of continuous eupneic phrenic bursts (Fig. 4G). As the spinal cord is only mildly excited by hypercapnia (fig. S4), these responses appear to be largely triggered by hypoxia, again demonstrating the independent oxygen sensitivity of the thoracic spinal cord. Moreover, these data indicate a caudal-rostral projection from the spinal cord to the phrenic motor nucleus and/or brainstem respiratory centers. Electrophysiological evidence for such a pathway has been described in anesthetized dogs (28).
Identity of oxygen sensing cells
To resolve the identity of the oxygen-sensitive cells, we used a combination of thoracic spinal cord in situ preparations and superfused en bloc transverse thoracic spinal cord sections that necessitated the use of neonates. We first demonstrated that g-SN oxygen sensitivity was present in neonate rats as young as postnatal day 2 (P2) using the in situ preparation (Fig. 5A). Quantification of neonatal oxygen sensitivity was not attempted in the neonatal in situ preparations because of the technical difficult of recording from the tiny g-SN in animals of this age. Instead, we recorded from ventral roots in neonatal en bloc transverse thoracic spinal cord sections from P0 to P4 rats while measuring tissue PO2 in the contralateral IML 100 μm below the tissue surface. Ventral roots in 8 of 14 en bloc preparations responded to a fall in perfusate PO2 (defined as activity exceeding four times the SD of baseline activity). Threshold responses occurred at a tissue PO2 of 140 ± 121 torr (n = 8) (Fig. 5B). These responses occurred despite the steep oxygen gradients with depth inherent in all superfused preparations and the loss of intersegmental spinal processes that would be expected to magnify single SSPN responses. We next examined the oxygen sensitivity of individual SSPNs using whole-cell recordings. IML neurons were identified as SSPNs in en bloc preparations from P0 to P4 rats (male and female) by backfiring the ventral root using a suction electrode and intracellular labeling with Lucifer yellow. As expected, soma and ventral root spiking activity increased (as defined above) during hypoxic challenge (dish nadir of ~13% FO2) in 8 of 11 preparations (Fig. 5C). In the presence of tetrodotoxin (TTX), SSPN spiking activity induced by hypoxia was abolished in both soma and ventral root. Under these conditions, which functionally isolate each SSPN from inputs from all other spiking neurons, hypoxia (13% O2 as measured in dish) caused SSPNs to depolarize by 3.1 ± 1.0 mV and repolarize on return to baseline conditions [87% O2 in dish; repeated-measures one-way analysis of variance (ANOVA), P = 0.004; n = 10]. In 6 of 10 neurons, a biphasic membrane potential response to hypoxic stimulation was observed (e.g., Fig. 5C), such that the hypoxic-induced depolarization was followed by hyperpolarization during reoxygenation. In the absence of TTX, these hypoxic-induced membrane dynamics of individual SSPNs are likely to be substantially amplified by the extensive segmental and intersegmental synaptic interconnections that characterize the intact IML network. Input resistance was unchanged during hypoxic-induced depolarization (repeated-measures one-way ANOVA, P = 0.28; n = 10), suggesting an important role for release of calcium from internal stores (Figs. 5C; see Effector section below). Detailed statistical analysis of cellular responses is presented in table S1. Together, these data suggest that individual neonatal SSPNs are oxygen sensitive and likely play a role in spinal cord responses to hypoxia.
To extend these findings to juvenile rats, we set about identifying oxygen-activated neurons within the IML using c-fos expression, indicative of recent neuronal activity. In these experiments, in situ thoracic spinal cords were used. Preparations were exposed to perfusate in which the PO2 was cycled between 570 and 60 torr, such that the tissue was exposed to three 5-min periods of anoxia (0.6 ± 2.0 torr) on a hyperoxic background (304.4 ± 58.0 torr). As with the en bloc preparation above, TTX was included in the perfusate to block network-dependent neuronal activity. Slides were stained using horseradish peroxidase with (c-fos) and without [choline acetyltransferase (ChAT)] nickel, such that the cytoplasm of ChAT-expressing cells appears brown, whereas the nucleus of c-fos-expressing cells appears black. Note that while spiking was blocked by TTX, TTX does not block increases in intracellular calcium, necessary for c-fos expression (29). c-fos expression in ChAT+ IML SSPNs was greater in hypoxia-perfused compared to time-control (hyperoxic) preparations (unpaired t test with Welch’s correction, P = 0.002; Fig. 6, A and B). These data again suggest that individual SSPNs are oxygen sensitive but do not fully exclude the possibility that their sensitivity originates from action potential–independent signaling from neighboring neurons or glia.
To begin to address the possibility that SOS originates from action potential–independent signaling from neurons or glia in the vicinity of the IML, we tested the hypoxic response of the splanchnic nerve with and without a “blocking cocktail.” This blocking cocktail was designed to target local fast excitatory synaptic transmission between neurons, as well as between neurons and astrocytes, and contained 100 μM suramin [adenosine 5′-triphosphate (ATP) receptor antagonist], 5 μM pyridoxalphosphate-6-azophenyl-2′,4′-disulfonic acid (PPADS)(P2 channel blocker), 10 μM MRS2179 (P2Y1 receptor antagonist), 20 nM trinitrophenol ATP (P2X2/3 blocker), 500 μM 1,4-dideoxy-1,4-imino-d-arabinitol (DAB) (blocker of astrocytic glycogen shunt activity, required for production of ATP), 2 mM d-lactate (l-lactate competitor), 2.5 mM oxamate (l-lactate dehydrogenase inhibitor), 100 μM 2-Amino-5-phosphonopentanoic acid (DL-AP5), and 10 μM 6-cyano-7-nitroquinoxaline-2,3-dione (glutamate receptor antagonists) (30, 31). The prosympathetic effect of hypoxia was not blocked by this treatment (Friedman test, ANOVA multiple comparisons, P > 0.999; Fig. 6, C and D). Hence, intrinsic oxygen chemosensitivity—independent of primary synaptic inputs—likely resides, at least in part, within the IML.
Role of astrocytes?
Recently, astrocytes were identified as putative brainstem oxygen sensors where they release ATP and stimulate P2Y receptors on respiratory neurons, reducing neuronal inhibition caused by central hypoxia (21). While the blocking cocktail is expected to block such signaling (31–33), the possibility remains that IML astrocytes detect PO2 changes and then signal to surrounding SSPNs via an exotic gliotransmitter. To further examine this, we incubated in situ thoracic spinal cord preparations with 250 μM gliotoxin fluorocitric acid (FCA), a concentration reported to be effective in similar preparations previously. Care was taken in preparing FCA to remove barium (34). A 40-min pretreatment with FCA had no effect on the SOS hypoxic response (paired t test, integral: P = 0.35 and spike: P = 0.15; Fig. 6, E and F). To ensure that IML astrocytes are inhibited by FCA at this concentration, we reverted to the neonatal transverse spinal cord preparation and used Oregon Green Ca2+ imaging in neonatal en bloc transverse thoracic spinal cord sections to visualize hypoxic responses of IML astrocytes. Hypoxia increased Ca2+ within IML astrocytes, but this increase was abolished by FCA (Fig. 6G). We conclude that while astrocytes may sense oxygen independently of neurons in the IML (or are recruited when neurons around them are activated by hypoxia), they do not appear necessary for IML hypoxic neuronal responses.
Cellular mechanism of oxygen sensing
To get a line on the cellular oxygen sensing mechanism, we took a pharmacological and knockout (KO) approach, using the in situ thoracic spinal cord preparation to screen putative oxygen sensing mechanisms. We found that the SOS are critically dependent on neuronal nitric oxide synthase 1 (NOS1), reduced form of nicotinamide adenine dinucleotide (NADH) phosphate (NADP+) (NADPH) oxidase (NOX; predominantly NOX2), and reactive oxygen species (ROS)–dependent transient receptor potential (TRP) channels. Both NOS1 and NOX2 catabolize NADPH and are oxygen sensitive (35, 36).
A role for NOS1
NOS1 is highly expressed in ChAT+ IML neurons (Fig. 7, A to D) and oxygen sensitive across the entire physiological range (KmO2 of 350 μM; ~192-torr PO2), making it an attractive molecular candidate for the SOS. Others have reported that the IML NOS1 isoform critical for NADPH-diaphorase histochemistry is blocked by Nω-nitro-l-arginine (L-NNA) but not by the more conventional NOS1 inhibitor, 7-nitroindazole (37). Consistent with an essential role for NOS1 in spinal oxygen sensing, we found that hypoxic responses in the in situ preparation are abated by 15 nM L-NNA (Wilcoxon t test, integral: P = 0.031 and spike: P = 0.031; Fig. 7, E and F) and in NOS1−/− (two-way ANOVA multiple comparisons, PP300 integral: P = 0.041, PP100 integral: P < 0.0001, PP300 spike: P = 0.78, and PP100 spike: P = 0.002; Fig. 8). l-Arginine (100 μM), which facilitates NOS production of NO, and the NO donor sodium nitroprusside (SNP; 250 μM) both increased baseline splanchnic nerve activity [l-arginine: one sample t test versus one, P = 0.07 (integral) and P = 0.031 (spike); SNP: one sample t test versus one, P = 0.03 (integral) and P = 0.021 (spike); Fig. 7, G and H], but, unexpectedly, only l-arginine blocked the hypoxic response [l-arginine: paired t test, P = 0.009 (integral) and P = 0.001 (spike); SNP: paired t test, P = 0.61 (integral) and P = 0.59 (spike)]. As NO production is proportional to PO2 (i.e., NO is the lowest when the SOSs are the most active) and NO stimulates splanchnic nerve activity, the above data are inconsistent with a direct role for NO in SSPN oxygen sensing. Instead, we propose a novel mechanism in which NOS1 acts as an oxygen-dependent sink for NADPH, serving to determine the availability of NADPH for other NADPH-dependent molecules. That is, the lower the PO2, the greater the availability of NADPH for another molecule.
A role for NOX2
On the basis of the above model, we investigated a role for NOX. NADPH and O2 are catabolized by NOX into NADP+ and ROS such as superoxide ·O2− and [via superoxide dismutase (SOD)] H2O2 (Fig. 9). ·O2− and H2O2 are highly potent signaling molecules providing a mechanism to activate cells. Consistent with a role for NOX and ROS, we used the in situ spinal cord preparation to demonstrate the complete inhibition of SOS by a broadband NOX inhibitor/antioxidant (100 μM apocynin; paired t test, integral: P = 0.014 and spike: P = 0.007), and their masking by NOX agonist (10 μM Gd3+; Wilcoxon matched-pairs signed-rank test, integral: P = 0.58 and spike: P = 0.47) (Fig. 9, A and B) (38). Using this preparation, we also found that the mimicking (i.e., excitation of SSPNs; one sample t test versus one, integral: P = 0.038 and spike: P = 0.021) and amplification of the hypoxic response by SOD mimetic 25 μM MnTMPyP (Mn(III)tetrakis(1-methyl-4-pyridyl)porphyrin) (paired t test, integral: P = 0.66 and spike: P = 0.49) are in contrast to the mimicking and subsequently masking of the hypoxic response by exogenous 100 μM H2O2 (paired t test, integral: P = 0.037 and spike: P = 0.038; Fig. 9, C and D). Involvement of NOX2 is supported by the partial abrogation of the hypoxic response in NOX2−/− (two-way ANOVA multiple comparisons, PP300 integral: P = 0.16, PP100 integral: P = 0.0002, PP300 spike: P = 0.48, and PP100 spike: P = 0.0004; Fig. 8). We specifically focused on NOX2 because of its low KmO2 compared to most other oxygen-sensitive molecules, indicating its ability to function in the presence of residual levels of O2. Nonetheless, the contrast between the complete inhibition of the SSPNs’ hypoxic response by a broadband NOX inhibitor/antioxidant and the partial abrogation in NOX2−/− may suggest the involvement of multiple NOX species and/or other NADPH-dependent molecules.
Effectors
Recall that in TTX, whole-cell recordings revealed a small but significant change in membrane potential without a change in input resistance during hypoxic challenge (Figs. 5C and 10J). This finding suggests that changes in intracellular calcium may play an important role in oxygen-dependent regulation of cell firing. To further explore this idea, we perfused the in situ preparation with high Mg2+/zero Ca2+ to prevent Ca2+ entry and deplete intracellular Ca2+ stores. Under these conditions, hypoxia-induced g-SN responses and c-fos staining were all but abolished [comparison of hypoxic response with and without high Mg2+/zero Ca2+; integral: Wilcoxon signed-rank tests on g-SN, P = 0.008 (Fig. 10A, left graph); spike: Wilcoxon signed-rank test on g-SN, P = 0.015 (Fig. 10A, right graph); c-fos–labeled cells: unpaired t test with Welch’s correction, P = 0.95 (Fig. 10B)].
In addition, consistent with an important role for Ca2+ signaling, we found that two broad spectrum and nonspecific drugs that are reported to block TRP channels and disrupt intracellular Ca2+ regulation, 100 μM 2-aminoethoxydiphenyl borate (2-APB) (integral: paired t test, P = 0.0006; spike: Wilcoxon test, P = 0.3), and 100 μM flufenamic acid (Wilcoxon test, integral: P = 0.031 and spike: P = 0.031) also perturbed oxygen sensing in the thoracic in situ spinal cord preparation (fig. S5). Therefore, we tested whether ROS and calcium-sensitive TRP channels, TRPA1 and TRPM4, are important downstream components of the SOS mechanism. Using in situ hybridization (ISH), we found that TRPA1 expression is concentrated in the IML (Fig. 10C). Moreover, two TRPA1 antagonists (10 μM AP-18 and 30 μM HC030031) provoke g-SN activity and abolish the hypoxic response (e.g., on spike, repeated-measures two-way ANOVAs, P < 0.05; see table S2) in the thoracic in situ spinal cord preparation (Fig. 10, E and F). Bath-applied HC030031 (10 μM) also suppressed hypoxia-induced membrane depolarization (Kruskal-Wallis test, P = 0.003) and flickering (one sample t test versus one, P = 0.19) of IML neurons recorded with whole-cell patch in TTX-treated en bloc transverse thoracic spinal cord sections (Fig. 10, H and J). Notwithstanding the complete abolition of oxygen sensing with TRPA1 antagonists, we found that the SOS was preserved in TRPA1−/− mice (Fig. 8). These apparently conflicting results suggest a role for compensatory or redundant mechanisms in transducing ROS to g-SN excitability. H2O2 is reported to stimulate TRPM4 preventing channel desensitization (39). In this light, we also investigated a role for TRPM4 using the antagonist 9-phenanthrol (9-PNT; 200 μM). 9-PNT abolished hypoxic g-SN responses in situ (paired t test, integral: P = 0.047 and spike: P = 0.12). 9-PNT also abolished SSPN single-cell responses in en bloc preparations, abolishing hypoxia-induced single-cell membrane depolarization (Kruskal-Wallis test, P = 0.032) and flickering (one sample t test versus one, P = 0.25) (Fig. 10, H and J). Given the broad effects of ROS in cell signaling and the likelihood that the antagonists used above have additional off target effects, we consider it likely that one or more other effector molecules are at play in transducing elevated ROS to SSPN excitability.
DISCUSSION
Our data provide evidence that SSPNs in the IML constitute high-fidelity SOSs and suggest that the SOSs have life-saving capability by modulating phrenic activity, including the initiation of gasps, in the absence of brainstem asphyxia. Moreover, on the basis of pharmacology and KO mice data, we propose a novel oxygen sensing mechanism, assigning a new functional role for NOS1 in which NO production is secondary to NADPH substrate catabolism.
Importance of NOS1 and NOX2
Our data demonstrate that l-arginine (which increases NOS1 activity and NO production) and NO donor SNP have qualitatively different effects on the hypoxic response. As NOS1 abrogation (with L-NNA or genetic deletion) and acceleration (with l-arginine) both compromise oxygen sensitivity, these data suggest that launching sympathetic responses to hypoxia involves the increased availability of NADPH. Thus, we propose that the lower the PO2, the greater the availability of NADPH for NOX2, the faster the production of ROS, and the greater the activity of ROS-excited SSPNs (Fig. 11). The high concentration of NOS1 in the SSPNs plays an important role in this model, ensuring that NADPH only accumulates when activity of NOS1 is limited by low O2. This oxygen sensing model is also consistent with the relative Kd values of NOS1 and NOX2 for NADPH [2.5 and 50 μM, respectively (40, 41)] and the relative KmO2 of NOS1 and NOX2 (192- and 5- to 22-torr PO2, respectively) as further detailed below.
NADPH serves as substrate for HO and NOX, both proposed as candidate oxygen sensing molecules in the carotid body (1, 2, 42–44) and RVLM (10). HO may provide an additional oxygen-sensitive mechanism for catabolizing NADPH in the spinal cord, but unlike NOS1, HO is widely distributed in the spinal cord and not concentrated in the IML. Further, HO does not appear to be critical for SOS function because the suppression of NOS1 or NOX2 activity is pharmacologically or genetically sufficient to abrogate oxygen sensing. The high expression levels of NOS1 in SSPNs and its relatively high KmO2 (350 μM; O2, ~192 torr) and low KdNADPH (2.5 μM) compared to HO [KmO2, 28 to 77 μM; O2, ~42 torr (45); KdNADPH, 6.1 ± 0.4 μM (46)] suggest that NOS1 is likely more effective at catabolizing NADPH in the SSPNs when tissue oxygenation is normal [PO2, ~30 to 48 torr (25)].
According to the above model of oxygen sensing, only when oxygen levels fall does NADPH become available for NOX2, increasing ·O2− and/or H2O2. A previous report by Su et al. (47) suggests that NO is obligatory for SSPN activity, raising the possibility that the excitability of SSPNs is proportional to NO production. Although this may explain some of our observations, our data are not entirely consistent with an obligatory and/or excitatory role of NO for SSPN activity. For example, despite increasing NO production assumed to occur with l-arginine, l-arginine suppresses the hypoxic response. In addition, while the hypoxic response is significantly abated in L-NNA–treated and NOS1−/− spinal cords, much of the transient response to ischemia remains (fig. S6). Nonetheless, Su et al. (47) observations can be easily accommodated in our model by assuming that during SSPN responses to hypoxia, sufficient oxygen is available to support residual NOS1 activity, just not at the level of activity required to deplete available NADPH. Similarly, the low KmO2 of NOX2 (5- to 22-torr PO2) indicates that NOX2 will continue to produce ROS at oxygen levels well below that required to sustain activity of other oxygen-dependent enzymes, including NOS1. Ultimately, however, as tissue PO2 approaches zero, even NOS1 and NOX2 will cease to function, and ROS production will terminate. Thus, according to our model (and entirely consistent with our experimental observations), SSPN activity induced by hypoxia is not sustained once tissue anoxia is reached.
Model limitations
On the basis of the long history of research into oxygen sensing in the carotid body, we might expect that the above model is only a starting point in understanding the mechanism used by the SOS. For example, only recently have high levels of gene expression for protein isoforms in the carotid body been identified that appear to explain its exquisite sensitivity to oxygen (2). In contrast, our model already draws on the high expression levels of NOS1 and TRPA1 in SSPNs, but we have not examined whether the SSPN isoform for NOS1 is specific to the spinal cord. For example, we note that NOS1 is also present in the phrenic motor nucleus (cervical ventral horn) and regulates phrenic motor facilitation by a 5-Hydroxytryptamine 2B receptor– and NOX-dependent mechanism (48). Therefore, a parallel mechanism may exist within the phrenic motor nucleus.
Similar to NOS1, we show that TRPA1 is also strongly expressed in SSPNs. Our model assigns TRPA1 an important role in sensing ·O2−/H2O2 with high expression levels likely helping to enhance oxygen sensitivity. An important role for TRPA1 is supported by the loss of oxygen sensing in the presence of widely used and structurally distinct antagonists AP-18 and HC030031. However, oxygen sensing persisted in TRPA1−/− mice. While HC030031 may have some off-target effects on sodium channels, we have not found any reports of offsite drug effects of AP-18 that would compromise our findings. Therefore, compensation and redundancy between effector mechanisms are likely. In search of other effector mechanisms, we also identified an important role for another ·O2−/H2O2-sensitive molecule in the SOS, namely, TRPM4, and do not exclude the possible involvement of other ·O2−/H2O2-sensitive molecules. Additional ·O2−/H2O2-sensitive candidates may include those involved in regulating intracellular calcium stores, such as inositol 1,4,5-trisphosphate receptor (IP3R) (49).
TRPA1 has been implicated in oxygen sensing in astrocytes, vagal ganglia, and other systems through direct oxygen-dependent mechanisms involving prolyl hydroxylases and cysteine-mediated oxidation (50). These mechanisms are thought to function at distinct and nonoverlapping levels of PO2. An essential nonredundant role for TRPA1 as the oxygen sensor in SSPNs is not supported by the persistency of a robust SSPN hypoxic response in TRPA1−/− as discussed above. Nonetheless, our current data lack the resolution to exclude TRPA1 (and/or hitherto unfound additional molecules and mechanisms) having a direct role in oxygen sensing over narrow ranges of PO2 (50). Given that some residual sensitivity of SSPNs to hypoxia persists in NOS1−/− and NOX2−/−, the NOS1-NOX2 model we propose is likely one of several ways in which the SSPNs sense and respond to hypoxia.
Experimental limitations in determining SOS sensitivity
Our work has demonstrated spinal oxygen sensitivity in adult in vivo, juvenile in situ, and neonatal rostral and caudal thoracic en bloc preparations, from rats and mice. In our analysis of mechanism, we assume that the same oxygen sensing mechanisms is at play across these preparations, although the level, gradient, and dynamics of tissue PO2 are likely to be quite different. For example, in the spinalized in vivo preparation (the only preparation that uses hemoglobin as an oxygen carrier), we compared g-SN responses to SaO2 changes induced by changing inspired O2, whereas in the other preparations, we changed the PO2 used to equilibrate perfusate. In addition, in each preparation, the normal supply of oxygen to the spinal cord was disrupted/replaced in different ways. In the in vivo preparation, local spinal vasculature at the site of transection (T2 and T3) was disrupted catastrophically. This local disruption may have altered tissue PO2 throughout the remaining spinal cord. At the other extreme, we measured the PO2 threshold of ventral root activity in en bloc transverse thoracic spinal cord section preparations. However, the oxygen sensitivity of SSPNs in these preparations is likely to be less than in a more intact network owing to loss of intersegmental ramifications and SSPN interconnectivity. In addition, tissue PO2 decreases rapidly with depth in en bloc preparations such that different SSPNs within spinal segment will experience different PO2. In comparison, in the in situ preparation, much of the IML network is intact, and the tissue is likely to be oxygenated more uniformly. Conversely, in the in situ preparation, our attempts to directly measure spinal cord tissue PO2 failed because of the disruption of the local vasculature caused by the dorsal laminectomy required to place the oxygen electrode. Ultimately, we overcame this issue by measuring tissue PO2 in the brainstem as a surrogate for spinal cord PO2 because, unlike the spinal cord, which is perfused via penetrating vessels from both ventral and dorsal surfaces, the majority of brainstem circulation originates ventrally. In doing so, we introduce a new caveat, the assumption that the packing density of neurons, degree of vascularization, and autoregulatory properties of the brainstem and spinal cord are the same (51, 52). In summary, in our study of the SOS, we have used multiple types of preparations in mice and rats each having their own caveats. Nonetheless, that SOS are present across these preparations speaks to their resilience and physiological importance.
IMPLICATIONS
In identifying an important role for SSPNs and a novel NOS1-NOX-ROS mechanism in CNS oxygen sensing, our data raise new questions about the relative efficacy, sensitivity, and interactions among oxygen chemoreceptors (53). In the intact in vivo system, other potential oxygen sensors include carotid body glomus cells and astrocytes and/or neurons of the hypothalamus, NTS, pre-Bötzinger complex, retrotrapezoid nucleus (RTN), and C1 (1, 2, 7–10, 23). Of the central sites, oxygen sensing by RTN astrocytes requires TRPA1, but only the SSPNs appear to involve NOS1 (23, 54). We also note that microglia may be candidate oxygen sensors, although we did not explicitly test this here.
Among the above sites, the carotid bodies have the greatest oxygen sensitivity and efficacy in driving cardiorespiratory activity and thus require special consideration. Acute oxygen sensing by the carotid bodies likely involves glomus cell mitochondria that use a specialized electron transport chain (ETC). Accordingly, glomus cell mitochondria likely require a higher PO2 to maintain an efficient ETC than do mitochondria in other cell types. The molecular cause of this differential sensitivity to PO2 is under active investigation but may involve modulation by gaseous signaling molecules (including NO) and/or a unique combination of mitochondrial subunits (55). Regardless, slight falls in oxygen are believed to cause a backup of electrons, resulting in production of ROS/NADH, that then signal to the rest of the glomus cell to trigger neurotransmitter release. How ROS/NADH activates glomus cells is unknown but likely also involves TRP channels to some degree (2, 56). Despite involving very distinct mechanisms of ROS production between the carotid bodies and SOS (only oxygen sensing by the SOS requires NOX2), their sensitivity between 60- and 300-torr PO2 in arterially perfused preparations appears to be somewhat similar. Consequently, the SOS and the carotid bodies may jointly contribute to cardiorespiratory control in the face of hypoxic stress.
More work is required to determine the clinical implications of the SOS, but the SOS and carotid bodies may jointly contribute to hypoxic responses encountered during mild cerebral vascular impairment, obesity, atherosclerosis, diabetes, asthma, chronic obstructive pulmonary disease, sleep apnea, and acute mountain sickness, all of which are associated with increased sympathetic activity. While not the focus of this study, we also note that severe intermittent hypoxia–induced sympathetic hyperactivity and hypertension can occur with subdued carotid body activity, suggesting a central site of plasticity that may involve increased SSPN tone (57). Increased SSPN tone is associated with ·O2−/H2O2 production (58), and ROS and NADPH are implicated in intermittent hypoxia–induced cardiorespiratory plasticity of sensory and motor activity (48, 57). Thus, the effects of intermittent hypoxia on SSPN oxygen sensing also warrant study.
As respiratory and sympathetic responses resulting from asphyxia-like conditions, including gasps, were enhanced by the SOS, the SOS may also serve to prolong survival mechanisms triggered in response to severe CNS hypoxia caused by acute ischemia, hemorrhage, and/or sudden cardiorespiratory arrest. As severe hypotension is expected to reduce flow to (and therefore oxygenation of) the CNS, sympathoexcitation following acute spinal cord injury (SCI) and stroke may also be explained by the direct impact of acute injury and stroke on spinal oxygen supply (59). Similarly, the SOS are likely important after high SCI when the classic arterial baroreflex is incapacitated; the profound hypotension experienced by many patients with SCI may trigger SOS-mediated pressor activity preventing further reduction in blood pressure.
In summary, we demonstrate novel molecular and cellular mechanisms that are of sufficient sensitivity and efficacy to contribute to the brain’s primary oxygen defensive mechanisms. Thus, the SOS may help underpin the selfish brain hypothesis, which posits that a primary role of increased sympathetic nerve activity and resulting hypertension is to maintain adequate cerebral vascular perfusion (60). Our data strongly indicate SSPNs as the oxygen sensors. SSPNs are well suited to this task: They are highly oxygen sensitive, the most direct and least synaptic dependent of any central sympathetic relay and innervate practically every end organ and blood vessel in the body.
MATERIALS AND METHODS
All procedures were approved by University of Calgary, Showa University, and The Florey Animal Care Committees and were in accordance with national and international guidelines. Some data were excluded from this report. Only the dataset from the most comprehensive blocking cocktail is included; several earlier datasets using subsets of the blocking cocktail are not only included but were also without effect. One dataset using c-fos was excluded because multiple attempts at independently verification failed. Preparations were also excluded on occasion for technical reasons. For example, preparations were excluded if nerve and/or cell recordings were lost before protocol completion or in protocols with an initial hypoxic challenge that failed to yield a robust hypoxia response. In total, we report data from 248 rats and 30 mice. All experiments were performed in Calgary (altitude of 1045 m) with gases reported in partial pressured and adjusted for daily changes in atmospheric pressure, unless otherwise stated.
In vivo anesthetized preparation
The effects of hypoxia on sympathetic activity in spinalized, vagotomized, carotid body, and aortic arch–denervated animals were assessed in urethane-anesthetized (10% urethane, 1.3 g/kg, intraperitoneal) Sprague-Dawley male rats (means ± SEM, 280.2 ± 10.5 g; Charles River, Canada) (Fig. 1, A to D). Surgery commenced once animals were unresponsive to paw pinch. Blood oxygen saturation (SO2) was monitored throughout the experiment using a hindlimb pulse oxymeter (Model 8500, Nonin Medical, USA). The external jugular vein (for the administration of fluids) and the right femoral artery (for recording blood pressure) were cannulated. The trachea was cannulated, and the preparation was artificially ventilated with a gas having a PO2 of 200 torr (balanced N2), paralyzed with rocuronium bromide [Zemuron; initial dose: 2mg/kg, intravenously (i.v.) and then 1 mg/kg per hour, i.v.) and vagotomized. The carotid sinus nerve and cardiac depressor nerves were also cut bilaterally. Denervation was performed by A.R. who has 20 years of experience in recording from the carotid sinus nerve; we did not do NaCN bolus injections due to reports that responses persist despite carotid sinus nerve denervation (61). A small laminectomy was performed to expose the spinal cord at the level of T2 and T3. Sympathetic nerve activity was recorded from the left splanchnic nerve, which was exposed and placed on hook electrodes within an oil bath constructed in the retroperitoneal cavity. Recordings were made before and after two segments of the spinal cord (T2 and T3) were removed.
Neural activity was amplified, filtered (300-Hz low cutoff and 5-kHz high cut-off), rectified, and integrated (200-ms time constant). Raw and integrated recordings were stored on a computer using an analog to digital board and data acquisition software (CED Ltd., UK) at a sampling rate of 5 kHz. Analysis was performed offline with custom software. To illustrate change in g-SN burst activity with inspired PO2, we averaged 10 rectified and integrated burst pairs recorded when inspired PO2 was either 200 or 600 torr. Figure 1B (inlay) shows an overlay of the two averaged traces.
In situ preparations
Three in situ preparations based on the working heart-brainstem preparation were used in this study (62). These preparations lack haemoglobin to carry oxygen; the only oxygen in the aCSF is that, which is dissolved. Consequently, even when the PO2 of the aCSF is very high, the actual arterial oxygen content entering the preparation is extremely low compared to an artery in an intact animal containing oxygenated blood. As neural tissue has a high metabolic rate and consumes oxygen rapidly, PO2 falls precipitously from vessels across the tissue. Thus, in the in situ preparation, an arterial PO2 of 200 torr, for example, results in a mean tissue PO2 of ~48 torr. The following procedures are common to all three in situ preparations. Before surgery, animals were anesthetized deeply in an atmosphere saturated with isoflurane (1-chloro-2,2,2-trifluoroethyl-difluoromethylether). Once an animal failed to respond to noxious pinch to the tail or hind paw, it was transected below the diaphragm. The rostral half, including the thoracic and first lumbar segments of the spinal cord, was transferred to ice-cold (~4°C) perfusate and immediately decerebrated. The perfusate contained 115 mM NaCl, 4 mM KCl, 1 mM MgSO4, 24 mM NaHCO3, 1.25 mM NaH2PO4, 2 mM CaCl2, 10 mM d-glucose, and 12 mM sucrose. The subsequent dissection was performed in ice-cold perfusate equilibrated with 95% O2/5% CO2. Routinely, neural activity was amplified, filtered (300-Hz low cutoff and 5-kHz high cutoff), displayed on an oscilloscope, rectified, and integrated (200-ms time constant; MA-821/RSP Moving Averager, CWE Inc.). Raw and integrated recordings along with pump speed were stored on a computer using an analog to digital board (Digidata 1322A, Axon Instruments) and data acquisition software (Axoscope 9.0) at a sampling rate of 5 kHz. Most figures illustrating responses of individual animals show rectified and integrated data; increased activity occurs when peak amplitude or area under the curve increases, depending on the baseline level of activity and rate of response. Analysis was performed offline with custom software (see below).
Perfused in situ brainstem–spinal cord preparation
To determine CNS tissue PO2 in perfused preparations, we used the in situ dual perfused preparation (Fig. 2, A to C) (63). In this decerebrated, vagotomized, and eviscerated preparation, the CNS including brainstem, cervical, and thoracic spinal cord is perfused retrogradely via the descending aorta (central perfusate equilibrated with PO2 of 570 torr and PCO2 of 40 torr); the carotid bodies are perfused with a separate line via the common carotid arteries (carotid body perfusate equilibrated with PO2 of 100 torr and PCO2 of 35 torr). Following surgery, this in situ brainstem–spinal cord preparation was pinned dorsal up with the cranium and cerebellum removed to expose the fourth ventricle. CNS perfusion pressure was gradually increased to 90 mmHg, as the preparation was warmed to 33° to 34°C with pressure maintained at this level using a computer-controlled feedback system. Hook electrodes were used to record activity in both the phrenic nerve and g-SN to ensure preparation viability.
In situ tissue PO2 measurements
We used the accessibility of the brainstem in the dual perfused preparation to measure CNS tissue PO2 in situ (Fig. 2, A to C). A Clark-style PO2 microelectrode (tip diameter of 25 μm to reduce tissue damage; time constant is less than 1 s) and a polarographic amplifier (Unisense A/S, Denmark) were used for this task. The output of the polarographic amplifier was digitized at 5 kHz using an analog to digital converter (Digidata 1322A, Axon Instruments) and recorded (Axoscope 9.0). The electrode was calibrated (i) once at 33°C in physiological saline and found to have linear responses between 0- and 600-torr PO2 and (ii) throughout experiments in tonometers bubbled with 100% O2 and 100% N2. After calibration, the electrode was attached to a stereotaxic apparatus that included a micromanipulator and the tip positioned directly above the ventrolateral medulla. The electrode was lowered until the tip touched the surface of the fourth ventricle; this was confirmed by sudden change in the signal from the electrode, which included loss of pump-associated fluctuations in PO2. One hundred–micrometer steps were used to penetrate the tissue and carry the tip of the electrode to a depth of 400 to 800 μm. In some locations, readings dropped progressively to zero over 10 min without the preparation demonstrating gasping or failed to stabilize, likely reflecting a blocked electrode tip. In these cases, the electrode was withdrawn and repositioned. Once a stable tissue PO2 was obtained, the PO2 of the gas used to equilibrate the perfusate was decreased (from 570 to 400, 300, 200, 100, 60, and 0 torr) in 5-min steps. Each step caused tissue PO2 to decay exponentially, either resulting in a tissue PO2 of 0 or approaching a nadir after 5 min. In the latter case, the tissue PO2 at the 5-min mark was determined by curve-fitting an exponential to eliminate the effects of sudden transients.
Novel perfused in situ thoracic spinal cord preparation
For these preparations, we used Sprague-Dawley male juvenile rats (P2 and 4 to 6 weeks old, 80 to 120 g; Charles River, Canada) or mice (6 to 12 weeks old, 20 to 30 g; wild-type C57Bl/6 supplied by P. Whelan, University of Calgary; male TRPA1−/−, B6;129P-Trpa1tm1Kykw/J, supplied by R. Yates, University of Calgary; female NOX2−/−, B6.129S-Cybbtm1Din/J, The Jackson Laboratories, West Grove, USA; male NOS1−/−, B6.129S4-Nos1tm1Plh/J, The Jackson Laboratories, West Grove, USA) (Figs. 2, D to F; 5A; 6, A to F; 7, E to H; 8; and 10, A and B and E to G; and figs. S1 and S4 to S6). The skin, ventral ribcage, diaphragm, lungs, heart, and all abdominal viscera except the kidneys were removed. The preparation was further reduced by rostral section to spare only thoracic segments. The g-SN was then tracked from the adrenal gland to the sympathetic chain. Last, the kidneys and remaining tissues below T13 were removed. The entire procedure was performed within 10 min. The preparation was then transferred to a recording chamber and secured ventral side up with 26-gauge needles on a Styrofoam base. The descending aorta was cannulated at both ends (T13 and at the aortic arch). The rostral cannula was connected to a pressure transducer, and the caudal cannula was supplied with perfusate via a peristaltic pump (Gilson Miniplus 3) controlled via a computerized pressure feedback system. Thus, the preparation was perfused via the descending aorta in the retrograde direction at constant pressure. The perfusate was equilibrated with 40-torr PCO2 balanced O2 (unless otherwise stated) and passed through a heat exchanger (34°C), bubble trap, and filter (25 μm) before reaching the preparation. The osmolarity of the perfusate was ~315 mosM, and the pH was ~7.4 (after equilibration). On initiating perfusion, the speed of the peristaltic pump was gradually increased to elevate the perfusion pressure to 90 mmHg. Perfusion pressure was then clamped. The perfusate leaking from the cut vessels in the preparation was recirculated after reoxygenation. Sympathetic activity was recorded from the g-SN via suction or hook electrode.
Pharmacological and gene KO in situ thoracic spinal cord experiments
Pharmacological and gene KO experiments to determine the SOS O2 sensing mechanism were performed in rat and mice preparations. All pharmacological protocols started with 5 min of baseline g-SN recordings, during which preparations received hyperoxic perfusate (570-torr PO2/40-torr Pco2). Preparations then received an initial 5 min bout of mild (300-torr PO2/40-torr Pco2) and/or severe (100-torr PO2/40-torr Pco2) hypoxia, as indicated below. Following the first challenge and reperfusion with hyperoxic perfusate (5 min), nerve activity returned to baseline levels. Then, agonist(s) and/or antagonist(s) were added to the perfusate. Following the drug incubation period, which differed according to drug (see below), preparations were exposed to a second hypoxia challenge of the same level and duration as the first challenges. To eliminate the possibility that time and/or repetitive hypoxia challenges affect the hypoxic response, we performed time control experiments (Fig. 7E). In these experiments, preparations were exposed to two hypoxic stimuli (100-torr PO2/40-torr PCO2) separated by a period of 25 min of perfusion with hyperoxic aCSF. Drugs used were L-NNA (NOS1 antagonist, 15 nM, tested at 100-torr PO2 and incubated for 20 min; Fig. 7F) (64); l-arginine (NOS1 substrate, 100 μM, tested at 100-torr PO2 and incubated for 20 min; Fig. 7G) (65); SNP (NOS1-independent NO donor, 250 μM, tested at 100-torr PO2 and incubated for 20 min; Fig. 7H) (66); apocynin (NOX antagonist, 100 μM, tested at 100-torr PO2 and incubated for 20 min; Fig. 9A) (67); gadolinium (NOX agonist, 10 μM, tested at 100-torr PO2 and incubated for 20 min; Fig. 9B) (38); MnTMPyP (SOD mimetic, 25 μM, tested at 100-torr PO2 and incubated for 20 min; Fig. 9C) (68); hydrogen peroxide (H2O2, ROS, 100 μM, tested at 100-torr PO2 and incubated for 20 min; Fig. 9D) (39, 69, 70); AP-18 (TRPA1 antagonist, 10 μM, tested at 300- and 100-torr PO2 and incubated for 40 min; Fig. 10E) (71); HC030031 (TRPA1 antagonist, 30 μM, tested at 300- and 100-torr PO2 and incubated for 40 min; Fig. 10F) (72); 9-PNT (TRPM4 antagonist, 200 μM, tested at 100-torr PO2 and incubated for 20 min; Fig. 10G) (73); 2-APB (broadband TRP channel and IP3R blocker, 100 μM, tested at 100-torr PO2 and incubated for 20 min; fig. S5A) (74, 75); or flufenamic acid (broadband TRP channel disrupter, 100 μM, tested at 100-torr PO2 and incubated for 20 min; fig. S5B) (76).
Wild-type and KO mice (NOS1−/−, NOX2−/−, and TRPA1−/−; Fig. 8) did not receive any drug treatment. Instead, g-SN responses were measured when tissue PO2 was ~100 torr (perfusate PO2, 300 torr) and during severe hypoxia (tissue PO2, ~6 torr; perfusate PO2, 100 torr).
For drug studies involving single levels of hypoxia, the predrug hypoxic response was assessed against the second hypoxic response in the presence of drug using paired t test. To determine whether a given drug affected g-SN activity before hypoxia, a one-sample t test was used. For studies involving two levels of hypoxia and/or KO mice, one-way or two-way ANOVAs were used. All data were tested for normality and/or difference/ratio consistency to inform the choice of test. Statistical analysis is presented in tables S2 and S3.
Hypercapnic response of in situ thoracic spinal cord
To test sensitivity to hypercapnia, the following protocol was used. Following a baseline recording under normoxia, preparations were exposed to a bout of hypoxia (100-torr PO2/40-torr PCO2 for 5 min; average tissue, 6.2 ± 10–torr PO2) and a bout of hypercapnia (570-torr PO2/60-torr PCO2 for 5 min). Perfusion PO2/PCO2 between bouts was returned to 570-torr PO2/40-torr PCO2 for 5 min.
Novel perfused in situ spinal cord, brainstem, and carotid body (triple perfused) preparation
This preparation was based on the dual perfused preparation in which brainstem and carotid bodies are perfused independently but added a third independently perfused compartment, the thoracic spinal cord (Figs. 3 and 4 and figs. S2 and S3). Brainstem and spinal cord perfusion was supplied via a double-lumen catheter, with one lumen used to record pressure. Pressure in both compartments was feedback controlled. The brainstem catheter entered via the left ventricle of the heart with the tip positioned and secured in the aortic arch. The spinal cord catheter was secured in the descending aorta for retrograde perfusion (with tip as caudal as possible ~L1 and aorta sutured closed at T3). The same perfusate as that used for in situ thoracic spinal cord preparations was used; perfusate was gassed, heated, passed through bubble traps, and filtered before entering the preparation. Unless otherwise stated, perfusion was equilibrated with gas mixtures containing 40-torr PCO2 balanced N2 (spinal cord and brainstem) or 35-torr PCO2 and 100-torr PO2 balanced O2 (carotid bodies). Separate dye experiments were performed to demonstrate that caudal and rostral sections of the neuronal axis were individually perfused (fig. S2). Briefly, the caudal and rostral compartments were perfused concurrently for 40 min with 0.05% Evans blue and 0.05% neutral red, respectively; the spinal cord and brainstem were then dissected and photographed, and an ImageJ macro incorporating the isodata threshold routine was used to automatically determine the dye boundary. With the descending aorta ligated at T3, rostral spill overextended to T4. Consequently, using this preparation is likely to overestimate the importance of the brainstem and underestimate the importance of the thoracic spinal cord in oxygen sensing because the brainstem compartment includes several rostral thoracic segments. Hook and suction electrodes were used to record from the right phrenic and right or left sympathetic nerves.
Data analysis for in situ preparations
Data were analyzed offline. Phrenic and sympathetic nerve recordings were analyzed using in-house automated software written by R.J.A.W. Raw splanchnic nerve activity was divided into 10-s bins, and neural activity in each bin was rectified and summed (expressed as integrated neural response) or spike-counted with a threshold set at 4 SDs of the signal immediately before the first challenge. Integrated phrenic activity was analyzed to determine burst amplitude, frequency, and eupneic index, where 0 is a rapid onset decrementing (gasp-like) burst and 1 is an augmenting rapid offset (eupneic-like) burst.
Unless otherwise stated, we defined baseline as activity preceding one or consecutive hypoxia bouts over at least a minute. For drug effects alone, the baseline was measured immediately preceding drug onset. Neural responses during hypoxia or drug were normalized to baseline.
En bloc transverse thoracic spinal cord section preparation
Wistar and Sprague-Dawley rats of either sex (0 to 4 days old) were used for these experiments (Figs. 5, B and C; 6G; and 10, H to J). The basic methods have been described previously (77). Briefly, animals were heavily anesthetized with isoflurane such that the foot pinch reflex was lost and then decapitated. The spinal cord was excised, and transverse sections (including two segments of the second to six thoracic spinal cord, Th2 to Th6) were resected with microscissors and placed in aCSF (25° to 26°C). The aCSF was composed of 118 mM NaCl, 26 mM NaHCO3, 3.0 mM KCl, 1.0 mM MgCl2, 1.0 mM CaCl2, 1.2 mM NaH2PO4, and 30 mM d-glucose (pH 7.4). Unless otherwise stated, perfusate was gassed with 95% O2/5% CO2. Preparations were continuously superfused with aCSF at a rate of 15 ml/min (Fig. 5B; Calgary) or 3 ml/min (Figs. 5C, 6G, and 10, H to J; Japan) depending on the recording chamber.
En bloc section tissue PO2
To measure tissue PO2, we used Clark-style PO2 microelectrodes as described above, while recording ventral root nerve activity (Fig. 5B). Electrodes were calibrated before and after each set of experiments in saline of the same composition used for superfusion. The electrode was lowered until the tip touched the surface of the section, identified upon loss of PO2 fluctuations associated with perfusate turbulence. The electrode tip was then lowered into the tissue to a depth of 100 μm. Once a stable tissue PO2 was obtained, we decreased the gas concentration used to equilibrate the perfusate from 570- to 0-torr PO2 in a single step. Approximately 2 min after the gas change (i.e., time to equilibrate the perfusate and transport the perfusate to the rig), we observed an exponential decay in tissue PO2 toward 0 torr. After 5 min, the PO2 used to equilibrate the perfusate was returned to 570 torr. Responders (i.e., preparations that mounting a spike frequency response of >4 times SD of baseline) and no responders were identified using automated software. The onset duration and PO2 of responses as defined above were also determined.
En bloc section whole-cell patch
The experiments were performed in Tokyo at sea level (gases were not adjusted for daily changes in atmospheric pressure and are reported in percentage) (Figs. 5C and 10, H to J). Intracellular recordings of IML neurons were made in the en bloc transverse thoracic spinal cord section preparations, using the whole-cell patch-clamp technique. Patch micropipettes were filled with 130 mM K-gluconate, 1 mM MgCl2, 10 mM Hepes, 10 mM EGTA, 1 mM CaCl2, and 2 mM Na2-ATP, adjusted to a pH 7.3 with KOH. For histological analysis of the recorded cells, electrode tips were filled with 0.5% Lucifer yellow (lithium salt, Sigma-Aldrich, Japan). SSPNs in the IML were identified by their all-or-none antidromic responses to ventral root stimulation applied with a suction electrode (1 to 10 V; duration, 100 μs). Four neurons that passed the above test were excluded from data analysis because subsequent histological analysis demonstrated them to be outside the IML (ventral motor nucleus and medial to the IML).
After the electrophysiological confirmation of SSPN’s by backfiring the ventral root, some preparations were incubated in either TTX (0.5 μM) only (control) or TTX combined with one of the following (Figs. 5C and 10, G to I): HC030031 (10 μM) or 9-PNT (200 μM). After the incubation period (10 to 30 min) during which the section was superfused with aCSF equilibrated with 95% O2/5% CO2, the superfusate was switched to hypoxic aCSF equilibrated with 0% O2/5% CO2 for 5 to 8 min. Fractional concentrations (F) of O2 in the dish were assessed retroactively under the same conditions using a Clark-style polarographic electrode. Dish FO2 during control conditions was 87%; the nadir during the challenge was 13%. Statistical analysis of these data is summarized in table S4. In some preparations, we observed increased high-frequency fluctuations in membrane potential (flickering; see Fig. 10J, inlay) with hypoxia. Quantification using custom software demonstrates that HC030031 or 9-PNT abolishes hypoxia-induced flickering (Fig. 10J). Cell input resistance was monitored by applying square current pulses (500 ms, 10 to 80 pA) every 10 s. After 5 to 8 min of hypoxic stimulation, the perfusate was returned to 95% O2/5% CO2 solution in the presence of TTX. A total of 10 positively identified SSPNs were examined.
En bloc calcium imaging of astrocytes
Experiments were performed in en bloc transverse thoracic spinal cord section preparations of neonatal Wistar rats (P0 to P4, male and female) around thoracic levels 2 and 3 (Fig. 6G). A glass micropipette was used to pressure-inject 200 μM Oregon Green 488 BAPTA-1 AM (Invitrogen, Carlsbad, CA) in the proximity of the IML and preparations left to incubate for 20 min while being continuously superfused. This dye stains both astrocytes and neurons (77). The cell-bound dye in the IML was excited at 488 nm using a laser diode (Cobolt 06-MLD, HÜBNER Photonics, Kassel, Germany), and cellular activities were visualized through a 520-nm long-pass emission filter. Images were captured every 0.3 s using a Nipkow-disk confocal scanner unit (CSU21, Yokogawa Electric, Tokyo, Japan), an electron multiplying charge-coupled device camera (Luca S 658 M, Andor Technology, Belfast, Northern Ireland, UK), an upright fluorescent microscope (Eclipse E600FN, Nikon, Tokyo, Japan), and a water-immersion objective lens (40×, 0.8 numerical aperture, Fluor, Nikon) (78). Two sets of experiments were performed: one perfused with control (n = 5) and the other with 250 μM FCA (n = 6). Care was taken in preparing FCA to remove barium (34). In control experiments, preparations were imaged for 120 s. Then, to classify recorded cells into astrocytes and neurons, preparations were perfused with 0.2 mM K+ (low K+) for 180 s, which exclusively activates astrocytes (79). Imaging was then paused and perfusion with normal saline resumed. Twenty-four minutes after washout, preparations were again imaged. After 60 s, preparations were perfused with 0% O2 for 240 s. One control preparation was incubated with TTX; cellular responses to low K+ persisted in this preparation. In FCA-treated preparations, preparations were preincubated with FCA for 27 min before imaging. FCA-treated preparations were then imaged for 60 s and challenged with 0% O2 for 240 s. After the challenge, imaging was paused, and the solution was returned to 95% O2/5% CO2. Twenty-four minutes after washout, imaging was resumed, and after 120 s, preparations were perfused with low K+ for a further 180 s. Analysis was performed using automated software written by R.J.A.W. Briefly, frames were stacked, registered, and filtered using a three-dimensional median filter. The first 50 frames were removed because of a light-intensity settling artifact and the remaining stack corrected for bleaching using an exponential fit; the stack was further processed to remove background. Mean (see images in Fig. 6G) and SD Z-projection images were generated. The SD Z-projection was median-filtered, and the noise (defined as mean plus 5× SD) was subtracted; the resulting image was filtered to enhance remaining differences. The ImageJ local maxima algorithm was then used to define regions of interest (ROIs) (stained cells) in the processed SD Z-projection. ROIs were then used to process stacks, extracting changes in cell intensity (i) with time. To identify responders, time series were differentiated and selected if the maximum di/dt during the protocol exceeds the max + peak di/dt of the baseline. Responders were then normalized to baseline and overlaid.
Isolated perfused carotid body preparation
To compare O2 sensitivity of the spinal cord and the carotid body, we used the artificially perfused carotid body (fig. S1). We constructed an oxygen dose-response curve for the carotid body and plotted with the dose-response curve for the artificially perfused thoracic in situ spinal cord preparation. The carotid body preparation has been described elsewhere (80, 81). Please note that the carotid body is densely irrigated with blood vessels that are thought to minimize tissue O2 gradients and thereby accounting for its ability to respond to PO2, not SO2. As the carotid body PO2-response curve of the artificially perfused carotid body preparation is similar to that of carotid body afferents measured in vivo (82), we assume that tissue PO2 in this preparation is similar to that of the perfusate. To generate a hypoxic dose-response curve for the carotid body, we used a similar protocol as used for the in situ spinal cord preparation (Fig. 2D). To aid comparison, relative change in activity of both preparations was determined and normalized to that when both tissues were assumed to be at 100-torr PO2.
Histochemical cell labeling
c-fos/ChAT immunohistochemistry
All c-fos expression experiments were performed using the in situ thoracic spinal cord preparation from male Sprague-Dawley P15 rats (Figs. 6, A and B, and 10B). TTX (1 μM) was used in experiments shown in Fig. 6 (A and B) to block network transmission and thereby isolate the primary oxygen-sensitive neurons. Perfusate containing high Mg2+/zero Ca2+ was used in experiments shown in Fig. 10B to demonstrate the necessity of calcium in SOS neuronal responses to hypoxia. After the standardized reperfusion protocol (see above), we waited for 60 min and then exposed the spinal cord to three bouts of hypoxia (60-torr PO2/40-torr PCO2/balanced N2). Each bout lasted for 5 min, with 5-min intervals between bouts. After the final hypoxic challenge, the spinal cord was perfused for another 60 min with perfusate equilibrated with 570-torr PO2/40-torr PCO2. The preparation was then removed from the recording chamber and immediately immersed in paraformaldehyde. For control experiments, we perfused spinal cord preparations with TTX or high Mg2+/zero Ca2+ solution for the same duration but without hypoxic exposures.
Following hypoxic challenges, preparations were paraformaldehyde-fixed via immersion for 24 hours in 50 ml of 4% paraformaldehyde (Sigma-Aldrich, St. Louis, MO) diluted in 0.1 M phosphate buffer (PB) (pH 7.4) at 4°C. The spinal cords were dissected out and cryoprotected in 30% sucrose dissolved in 0.1 M PB (pH 7.4) for 24 hours at 4°C. Subsequently, tissues were frozen to −20°C for sectioning. Free-floating sections were cut using a cryostat (Leica CM1850, Wetzlar, Germany) at a thickness of 30 μm.
Sections were dipped in 0.1 M PB and washed with 0.03% H2O2 in 0.1 M PB for 20 min, followed by 0.1 M PB alone (3× for 10 min) and 0.05 M tris-buffered saline (TBS) containing 0.25% Triton X-100 (TBS-Tx; 1× for 10 min). Sections were further incubated in 2% normal donkey serum (NDS; S30, Merck Millipore, Billerca, MA, USA) diluted in 0.05 M TBS-Tx (40 min) at room temperature (RT) and then in rabbit anti-c-fos antibody for 48 hours at 4°C (1:10,000; catalog no. ABE457, Merck Millipore, Billerca, MA, USA) diluted in 0.05 M TBS-Tx. Briefly, sections were washed in 0.05 M TBS-Tx (3× for 10 min) and incubated in biotinylated donkey anti-rabbit conjugate (catalog no. 711-065-152, Jackson ImmunoResearch Laboratories, West Grove, PA, USA) diluted at 1:200 in 0.05 M TBS-Tx for 2 hours at RT. Sections were then washed three times (10 min each) in 0.05 M TBS-Tx and incubated in avidin-biotin complex (ABC kit, catalog no. PK-6100, VECTASTAIN, Vector Labs) diluted at 1:400 in 0.05 M TBS-Tx (2 hours at RT). Subsequently, sections were washed in 0.05 M Tris-HCl (3× for 10 min) and incubated in DAB substrate containing nickel and peroxide buffer (catalog no. SK-4100, Vector Labs) for 10 min to produce a black staining. Sections were then washed in 0.05 M Tris-HCl (3× 10 min) and further incubated in goat anti-ChAT antibody (1:1000; catalog no. AB144P, Merck Millipore, Billerca, MA, USA) diluted in 0.05 M TBS-Tx for 48 hours at 4°C. Sections were then washed in 0.05 M TBS-Tx (3× for 10 min) and incubated in biotinylated donkey anti-goat conjugate (catalog no. 705-067-003, Jackson ImmunoResearch Laboratories, West Grove, PA, USA) diluted at 1:200 in 0.05 M TBS-Tx for 2 hours at RT. Sections were then washed three times (10 min each) in 0.05 M TBS-Tx and incubated in ABC kit diluted at 1:400 in 0.05 M TBS-Tx (2 hours at RT), followed by three further washes in 0.05 M tris (10 min each) and incubation in DAB substrate and peroxide buffer for 10 min to produce a brown staining. Sections were then washed in 0.05 M Tris-HCl (3× for 10 min) and mounted onto slides coated with 0.4% gelatin (Sigma-Aldrich) and coverslipped using Permount (Electron Microscopy Sciences).
Cell quantification
The cell quantification was performed using a double-blind study design. For cell counting, we sampled intermediate (T5 to T9) segments of the thoracic spinal cord. The number of c-fos–immunoreactive (c-fos–ir) cell nuclei in each segment was sampled from 10 30-μm sections randomly selected from hypoxic (n = 6) and hyperoxic (time control; n = 6) experimental groups. c-fos–ir nuclei were counted in randomly selected sections in ChAT+ neurons only. In each preparation, we calculated the average number of c-fos–ir cells per section.
NOS1 (neuronal NOS) immunohistochemistry
To confirm NOS1 expression in the IML, we used spinal cords from adult male Sprague-Dawley rats. Animals were anesthetized, and the thoracic segments were isolated as per the perfused in situ thoracic spinal cord preparation (Fig. 7A). The fixation, cryoprotection, and sectioning were performed as previously described for the c-fos and ChAT double immunohistochemistry. After sectioning, spinal cord sections were dipped in 0.1 M PB and washed with 0.03% H2O2 in 0.1 M PB for 20 min, followed by 0.1 M PB alone (3× in 10 min) and 0.05 M TBS-Tx (1× for 10 min). Sections were further incubated in 2% NDS diluted in 0.05 M TBS-Tx (40 min at RT) and then in a rabbit anti–neuronal NOS (nNOS) antibody (1:6000; catalog no. ab229785, Abcam, Toronto, Canada) diluted in 0.05 M TBS-Tx for 48 hours at 4°C. Briefly, sections were washed in 0.05 M TBS-Tx (3× for 10 min), incubated in a biotinylated donkey anti-rabbit conjugate (catalog no. 711-065-152, Jackson ImmunoResearch Laboratories, West Grove, PA, USA) diluted at 1:200 in 0.05 M TBS-Tx for 2 hours at RT. Sections were then washed three times (10 min each) in 0.05 M TBS-Tx and incubated in an ABC kit diluted at 1:400 in 0.05 M TBS-Tx (2 hours at RT), followed by three further washes in 0.05 M tris (10 min each) and incubation in DAB substrate nickel concentrate and peroxide buffer for 10 min to produce a black staining. Sections were then washed in 0.05 M Tris-HCl (3× for 10 min) and mounted onto slides coated with 0.4% gelatin (Sigma-Aldrich) and coverslipped using Permount (Electron Microscopy Sciences).
NOS1/ChAT fluorescent immunohistochemistry
The fixation, cryoprotection, and sectioning of mouse spinal cord were performed as previously described for rat spinal cords (Fig. 7, B to D). After sectioning, adult C57Bl/6 mice spinal cord sections were dipped in 0.1 M PB and washed with 0.05 M TBS-Tx (1× for 10 min). Sections were further incubated in 2% NDS diluted in 0.05 M TBS-Tx (40 min at RT) and then in rabbit anti-nNOS antibody (1:6000; catalog no. ab229785, Abcam, Toronto, Canada) and goat anti-ChAT antibody (1:1000; catalog no. ab144P, Merck Millipore, Billerca, MA, USA) diluted in 0.05 M TBS-Tx for 48 hours at 4°C. Briefly, sections were washed in 0.05 M TBS-Tx (3x for 10 min) and further incubated in Alexa Fluor 594–conjugated donkey anti-rabbit (1:400; catalog no. A-21207, Thermo Fisher Scientific, Waltham, MA, USA) and Alexa Fluor 488–conjugated donkey anti-goat (1:400; catalog no. A-11055, Thermo Fisher Scientific, Waltham, MA, USA) in 0.05 M TBS-Tx for 2 hours at RT. Sections were then washed in 0.05 M Tris-HCl (3× for 10 min), mounted onto slides coated with 0.1% gelatin (Sigma-Aldrich), and coverslipped using Fluoromount (H-1000, Vector Labs).
Image acquisition for immunohistochemistry
After histological processing of c-fos/ChAT and NOS1 immunohistochemistry, sections were examined, and images were acquired using a Zeiss Axioplan 2 microscope (Zeiss, Germany), equipped with a digital camera (Zeiss AxioCam MRc). For confocal analysis of the ChAT/NOS1 double fluorescent immunohistochemistry, a multiphoton confocal microscope (A1 MP, Nikon, Tokyo, Japan) was used. A 499-nm diode laser was used to excite Alexa Fluor 488, and images were captured at the emission band peak of 520 nm. For the detection of Alexa Fluor 594, a 590-nm diode laser was used, and images were captured at the emission band peak of 618 nm. Z-stack images were captured with multiple images, each image was taken with stepwise depth of 0.8 to 1.0 μm in the z plane. Digital images from the microscopy were full-field modified to optimize for image resolution, brightness, and contrast (Adobe Photoshop CS5 extended, version 12.0; Adobe Systems Inc., San Jose, CA), so as to best represent the immunohistochemistry observed during microscope analysis.
ISH histochemistry
To determine the expression of TRPA1 in the spinal cord, five Wistar rat neonates (Japan SLC, Shizuoka, Japan; P2, n = 3) and juvenile (P22, n = 2) were deeply anesthetized with ether and decapitated (Fig. 10C). ISH was performed on spinal cords (T1 to T6) and dorsal root ganglia. Dorsal root ganglia and spinal cords were fixed for 2 to 3 hours and 3 to 5 hours, respectively, at 4°C in 4% paraformaldehyde in 0.1 M phosphate-buffered saline. Samples were immersed in 18% sucrose/Hank’s balanced salt solution, embedded in optimal cutting temperature compound (Sakura Finetek, Torrance, CA), then frozen on dry ice, and cut into 30-μm-thick cryosections. A digoxigenin–uridine 5′-triphosphate (Roche Diagnostics, Basel, Switzerland)–labeled riboprobe for rat Trpa1 was used (83). Images of samples were obtained with ×10 or ×20 magnification on a conventional fluorescence microscope (BX51, Olympus, Tokyo, Japan).
Additional statistical analysis
Additional statistical analysis can be found in tables S1 to S4.
Acknowledgments
We wish to thank R. Yates and P. Whelan for providing mice strains and M. Izumizaki for facilitating the patch clamp experiments in this study.
Funding: This work was funded by operating grant from Canadian Institutes of Health Research (to R.J.A.W.), National Health and Medical Research Council (to M.D.), and National Heart Lung and Blood Institute and National Institute of General Medical Sciences of the National Institutes of Health under award numbers 1R15HL126105 and 1SC2GM112570 (to M.B.H.). Salary support was provided by Alberta Innovates–Health Solutions (to R.J.A.W.), Alberta Innovates and HBI (to L.T.L.), University of Calgary Eyes High Studentship, MITACS (to N.O.B.), and SIDS Calgary Society (to N.O.B. and F.M.), Natural Sciences and Engineering Research Council (to M.I.B.), and Australian Research Council (to M.D.). The work is solely the responsibility of the authors and does not necessarily represent the official view of any funding body.
Author contributions: Conceptualization: R.J.A.W., N.O.B., F.D., M.B.H., and M.D. Data curation: R.J.A.W., N.O.B., F.D., A.R., and M.I.B. Formal analysis: R.J.A.W., N.O.B., F.D., A.R., M.I.B., N.H., and M.B. Funding acquisition: R.J.A.W. Investigation: N.O.B., F.D., L.T.L., H.O., A.R, F.M., E.S., M.I.B., N.H., M.B., K.I., I.Y., M.B.H., M.D., and R.J.A.W. Methodology: R.J.A.W., N.O.B., F.D., H.O., A.R., K.I., I.Y., and Y.O. Software: R.J.A.W. Supervision: R.J.A.W., H.O., and Y.O. Visualization: N.O.B. and M.I.B. Writing—original draft: R.J.A.W., N.O.B., M.B.H., and M.D.
Competing interests: The authors declare that they have no competing interests.
Data and materials availability: All data needed to evaluate the conclusions in the paper are present in the paper and/or the Supplementary Materials.
Supplementary Materials
This PDF file includes:
REFERENCES AND NOTES
- 1.Kumar P., Prabhakar N. R., Peripheral chemoreceptors: Function and plasticity of the carotid body. Compr.Physiol. 2, 141–219 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Ortega-Sáenz P., López-Barneo J., Physiology of the carotid body: From molecules to disease. Annu. Rev. Physiol. 82, 127–149 (2020). [DOI] [PubMed] [Google Scholar]
- 3.Gourine A. V., Funk G. D., On the existence of a central respiratory oxygen sensor. J. Appl. Physiol. 123, 1344–1349 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Bernthal T., Woodcock C. C., Responses of the vasomotor center to hypoxia after denervation of carotid and aortic bodies. Am. J. Physiol. 166, 45–54 (1951). [DOI] [PubMed] [Google Scholar]
- 5.Wasicko M. J., Melton J. E., Neubauer J. A., Krawciw N., Edelman N. H., Cervical sympathetic and phrenic nerve responses to progressive brain hypoxia. J. Appl. Physiol. 68, 53–58 (1990). [DOI] [PubMed] [Google Scholar]
- 6.Morrill C. G., Meyer J. R., Weil J. V., Hypoxic ventilatory depression in dogs. J. Appl. Physiol. 38, 143–146 (1975). [DOI] [PubMed] [Google Scholar]
- 7.Sun M. K., Reis D. J., Central neural mechanisms mediating excitation of sympathetic neurons by hypoxia. Prog. Neurobiol. 44, 197–219 (1994). [DOI] [PubMed] [Google Scholar]
- 8.Horn E. M., Waldrop T. G., Oxygen-sensing neurons in the caudal hypothalamus and their role in cardiorespiratory control. Respir. Physiol. 110, 219–228 (1997). [DOI] [PubMed] [Google Scholar]
- 9.Pascual O., Morin-Surun M.-P., Barna B., Denavit-Saubié M., Pequignot J.-M., Champagnat J., Progesterone reverses the neuronal responses to hypoxia in rat nucleus tractus solitarius in vitro. J. Physiol. 544, 511–520 (2002). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Neubauer J. A., Sunderram J., Oxygen-sensing neurons in the central nervous system. J. Appl. Physiol. 96, 367–374 (2004). [DOI] [PubMed] [Google Scholar]
- 11.Guyenet P. G., Regulation of breathing and autonomic outflows by chemoreceptors. Compr. Physiol. 4, 1511–1562 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Curran A. K., Rodman J. R., Eastwood P. R., Henderson K. S., Dempsey J. A., Smith C. A., Ventilatory responses to specific CNS hypoxia in sleeping dogs. J. Appl. Physiol. 88, 1840–1852 (2000). [DOI] [PubMed] [Google Scholar]
- 13.Evans A. M., Mahmoud A. D., Moral-Sanz J., Hartmann S., The emerging role of AMPK in the regulation of breathing and oxygen supply. Biochem. J. 473, 2561–2572 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Sunderram J., Semmlow J., Patel P., Rao H., Chun G., Agarwala P., Bhaumik M., Le-Hoang O., Lu S.-E., Neubauer J. A., Heme oxygenase-1-dependent central cardiorespiratory adaptations to chronic intermittent hypoxia in mice. J. Appl. Physiol. 121, 944–952 (2016). [DOI] [PubMed] [Google Scholar]
- 15.Horn E. M., Waldrop T. G., Hypoxic augmentation of fast-inactivating and persistent sodium currents in rat caudal hypothalamic neurons. J. Neurophysiol. 84, 2572–2581 (2000). [DOI] [PubMed] [Google Scholar]
- 16.Kaya R., Starling E. H., Note on asphyxia in the spinal animal. J. Physiol. 39, 346–353 (1909). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Rohlicek C. V., Polosa C., Hypoxic responses of sympathetic preganglionic neurons in the acute spinal cat. Am. J. Phys. 241, H679–H683 (1981). [DOI] [PubMed] [Google Scholar]
- 18.Coote J. H., The organisation of cardiovascular neurons in the spinal cord. Rev. Physiol. Biochem. Pharmacol. 110, 147–285 (1988). [DOI] [PubMed] [Google Scholar]
- 19.Alexander R. S., The effects of blood flow and anoxia on spinal cardiovascular centers. Am. J. Physiol. Legacy Content. 143, 698–708 (1945). [Google Scholar]
- 20.Mathison G. C., The action of asphyxia upon the spinal animal. J. Physiol. 41, 416–449 (1910). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Rajani V., Zhang Y., Jalubula V., Rancic V., SheikhBahaei S., Zwicker J. D., Pagliardini S., Dickson C. T., Ballanyi K., Kasparov S., Gourine A. V., Funk G. D., Release of ATP by pre-Bötzinger complex astrocytes contributes to the hypoxic ventilatory response via a Ca2+-dependent P2Y1 receptor mechanism. J. Physiol. (Lond.) 596, 3245–3269 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Ramirez J. M., Severs L. J., Ramirez S. C., Agosto-Marlin I. M., Advances in cellular and integrative control of oxygen homeostasis within the central nervous system. J. Physiol. 596, 3043–3065 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Uchiyama M., Nakao A., Kurita Y., Fukushi I., Takeda K., Numata T., Tran H. N., Sawamura S., Ebert M., Kurokawa T., Sakaguchi R., Stokes A. J., Takahashi N., Okada Y., Mori Y., O2-dependent protein internalization underlies astrocytic sensing of acute hypoxia by restricting multimodal TRPA1 channel responses. Curr. Biol. 30, 3378–3396.e7 (2020). [DOI] [PubMed] [Google Scholar]
- 24.Sapru H. N., Gonzalez E. R., Krieger A. J., Greater splanchnic nerve activity in the rat. Brain Res. Bull. 8, 267–272 (1982). [DOI] [PubMed] [Google Scholar]
- 25.Ortiz-Prado E., Dunn J. F., Vasconez J., Castillo D., Viscor G., Partial pressure of oxygen in the human body: A general review. Am. J. Blood Res. 9, 1–14 (2019). [PMC free article] [PubMed] [Google Scholar]
- 26.Angelova P. R., Kasymov V., Christie I., Sheikhbahaei S., Turovsky E., Marina N., Korsak A., Zwicker J., Teschemacher A. G., Ackland G. L., Funk G. D., Kasparov S., Abramov A. Y., Gourine A. V., Functional oxygen sensitivity of astrocytes. J. Neurosci. 35, 10460–10473 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Farmer D. G. S., Pracejus N., Dempsey B., Turner A., Bokiniec P., Paton J. F. R., Pickering A. E., Burguet J., Andrey P., Goodchild A. K., McAllen R. M., McMullan S., On the presence and functional significance of sympathetic premotor neurons with collateralized spinal axons in the rat. J. Physiol. 597, 3407–3423 (2019). [DOI] [PubMed] [Google Scholar]
- 28.DiMarco A. F., Kowalski K. E., High-frequency spinal cord stimulation of inspiratory muscles in dogs: A new method of inspiratory muscle pacing. J. Appl. Physiol. 107, 662–669 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Rusnak M., Tóth Z. E., House S. B., Gainer H., Depolarization and neurotransmitter regulation of vasopressin gene expression in the rat suprachiasmatic nucleus in vitro. J. Neurosci. 27, 141–151 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Gourine A. V., Kasymov V., Marina N., Tang F., Figueiredo M. F., Lane S., Teschemacher A. G., Spyer K. M., Deisseroth K., Kasparov S., Astrocytes control breathing through pH-dependent release of ATP. Science 329, 571–575 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Tang F., Lane S., Korsak A., Paton J. F. R., Gourine A. V., Kasparov S., Teschemacher A. G., Lactate-mediated glia-neuronal signalling in the mammalian brain. Nat. Commun. 5, 3284 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Gordon G. R. J., Choi H. B., Rungta R. L., Ellis-Davies G. C. R., MacVicar B. A., Brain metabolism dictates the polarity of astrocyte control over arterioles. Nature 456, 745–749 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Shen W., Nikolic L., Meunier C., Pfrieger F., Audinat E., An autocrine purinergic signaling controls astrocyte-induced neuronal excitation. Sci. Rep. 7, 11280 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Stringer J. L., Mukherjee K., Xiang T., Xu K., Regulation of extracellular calcium in the hippocampus in vivo during epileptiform activity—Role of astrocytes. Epilepsy Res. 74, 155–162 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Förstermann U., Sessa W. C., Nitric oxide synthases: Regulation and function. Eur. Heart J. 33, 829–837 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Brandes R. P., Weissmann N., Schröder K., Nox family NADPH oxidases: Molecular mechanisms of activation. Free Radic. Biol. Med. 76, 208–226 (2014). [DOI] [PubMed] [Google Scholar]
- 37.Blottner D., Baumgarten H. G., L-NNA inhibits the histochemical NADPH-d reaction in rat spinal cord neurons. Histochem. Cell Biol. 103, 379–385 (1995). [DOI] [PubMed] [Google Scholar]
- 38.Wagner B., Drel V., Gorin Y., Pathophysiology of gadolinium-associated systemic fibrosis. Am. J. Physiol. Renal Physiol. 311, F1–F11 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Leiva-Salcedo E., Riquelme D., Cerda O., Stutzin A., TRPM4 activation by chemically- and oxygen deprivation-induced ischemia and reperfusion triggers neuronal death. Channels (Austin) 11, 624–635 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Panda K., Adak S., Konas D., Sharma M., Stuehr D. J., A conserved aspartate (Asp-1393) regulates NADPH reduction of neuronal nitric-oxide synthase implications for catalysis. J. Biol. Chem. 279, 18323–18333 (2004). [DOI] [PubMed] [Google Scholar]
- 41.Gatto G. J. Jr., Ao Z., Kearse M. G., Zhou M., Morales C. R., Daniels E., Bradley B. T., Goserud M. T., Goodman K. B., Douglas S. A., Harpel M. R., Johns D. G., NADPH oxidase-dependent and -independent mechanisms of reported inhibitors of reactive oxygen generation. J. Enzyme Inhib. Med. Chem. 28, 95–104 (2013). [DOI] [PubMed] [Google Scholar]
- 42.Semenza G. L., Prabhakar N. R., The role of hypoxia-inducible factors in carotid body (patho) physiology. J. Physiol. 596, 2977–2983 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Cross A. R., Henderson L., Jones O. T., Delpiano M. A., Hentschel J., Acker H., Involvement of an NAD(P)H oxidase as a pO2 sensor protein in the rat carotid body. Biochem. J. 272, 743–747 (1990). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Rakoczy R. J., Wyatt C. N., Acute oxygen sensing by the carotid body: A rattlebag of molecular mechanisms. J. Physiol. 596, 2969–2976 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Migita C. T., Matera K. M., Ikeda-Saito M., Olson J. S., Fujii H., Yoshimura T., Zhou H., Yoshida T., The oxygen and carbon monoxide reactions of heme oxygenase. J. Biol. Chem. 273, 945–949 (1998). [DOI] [PubMed] [Google Scholar]
- 46.Bonkovsky H. L., Healey J. F., Pohl J., Purification and characterization of heme oxygenase from chick liver. Comparison of the avian and mammalian enzymes. Eur. J. Biochem. 189, 155–166 (1990). [DOI] [PubMed] [Google Scholar]
- 47.Su C.-K., Chen Y.-Y., Ho C.-M., Nitric oxide orchestrates a power-law modulation of sympathetic firing behaviors in neonatal rat spinal cords. Front. Physiol. 9, 163 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.MacFarlane P., Vinit S., Mitchell G., Spinal nNOS regulates phrenic motor facilitation by a 5-HT2B receptor- and NADPH oxidase-dependent mechanism. Neuroscience 269, 67–78 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Vais H., Siebert A. P., Ma Z., Fernández-Mongil M., Foskett J. K., Mak D.-O. D., Redox-regulated heterogeneous thresholds for ligand recruitment among InsP3R Ca2+-release channels. Biophys. J. 99, 407–416 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Takahashi N., Kuwaki T., Kiyonaka S., Numata T., Kozai D., Mizuno Y., Yamamoto S., Naito S., Knevels E., Carmeliet P., Oga T., Kaneko S., Suga S., Nokami T., Yoshida J., Mori Y., TRPA1 underlies a sensing mechanism for O2. Nat. Chem. Biol. 7, 701–711 (2011). [DOI] [PubMed] [Google Scholar]
- 51.Marcus M. L., Heistad D. D., Ehrhardt J. C., Abboud F. M., Regulation of total and regional spinal cord blood flow. Circ. Res. 41, 128–134 (1977). [DOI] [PubMed] [Google Scholar]
- 52.Hickey R., Albin M. S., Bunegin L., Gelineau J., Autoregulation of spinal cord blood flow: Is the cord a microcosm of the brain? Stroke 17, 1183–1189 (1986). [DOI] [PubMed] [Google Scholar]
- 53.Wilson R. J. A., Teppema L. J., Integration of central and peripheral respiratory chemoreflexes. Compr. Physiol. 6, 1005–1041 (2016). [DOI] [PubMed] [Google Scholar]
- 54.Sun M. K., Reis D. J., Hypoxic excitation of medullary vasomotor neurons in rats are not mediated by glutamate or nitric oxide. Neurosci. Lett. 157, 219–222 (1993). [DOI] [PubMed] [Google Scholar]
- 55.Moreno-Domínguez A., Ortega-Sáenz P., Gao L., Colinas O., García-Flores P., Bonilla-Henao V., Aragonés J., Hüttemann M., Grossman L. I., Weissmann N., Sommer N., López-Barneo J., Acute O2 sensing through HIF2α-dependent expression of atypical cytochrome oxidase subunits in arterial chemoreceptors. Sci. Signal. 13, eaay9452 (2020). [DOI] [PubMed] [Google Scholar]
- 56.Kim I., Fite L., Donnelly D. F., Kim J. H., Carroll J. L., Possible role of TRP channels in rat glomus cells. Adv. Exp. Med. Biol. 860, 227–232 (2015). [DOI] [PubMed] [Google Scholar]
- 57.Roy A., Farnham M. M. J., Derakhshan F., Pilowsky P. M., Wilson R. J. A., Acute intermittent hypoxia with concurrent hypercapnia evokes P2X and TRPV1 receptor-dependent sensory long-term facilitation in naïve carotid bodies. J. Physiol. 596, 3149–3169 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Lin H. H., Chen C.-H., Hsieh W.-K., Chiu T. H., Lai C.-C., Hydrogen peroxide increases the activity of rat sympathetic preganglionic neurons in vivo and in vitro. Neuroscience 121, 641–647 (2003). [DOI] [PubMed] [Google Scholar]
- 59.Braga V. A., Paton J. F. R., Machado B. H., Ischaemia-induced sympathoexcitation in spinalyzed rats. Neurosci. Lett. 415, 73–76 (2007). [DOI] [PubMed] [Google Scholar]
- 60.Hart E. C., Human hypertension, sympathetic activity and the selfish brain. Exp. Physiol. 101, 1451–1462 (2016). [DOI] [PubMed] [Google Scholar]
- 61.Mitchell G. S., Douse M. A., Foley K. T., Receptor interactions in modulating ventilatory activity. Am. J. Phys. Regul. Integr. Comp. Phys. 259, R911–R920 (1990). [DOI] [PubMed] [Google Scholar]
- 62.Wilson R. J., Remmers J. E., Paton J. F., Brain stem Po2 and pH of the working heart-brain stem preparation during vascular perfusion with aqueous medium. Am. J. Physiol. Regul. Integr. Comp. Physiol. 281, R528–R538 (2001). [DOI] [PubMed] [Google Scholar]
- 63.Day T. A., Wilson R. J. A., A negative interaction between brainstem and peripheral respiratory chemoreceptors modulates peripheral chemoreflex magnitude. J. Physiol. 587, 883–896 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Furfine E. S., Harmon M. F., Paith J. E., Garvey E. P., Selective inhibition of constitutive nitric oxide synthase by L-NG-nitroarginine. Biochemistry 32, 8512–8517 (1993). [DOI] [PubMed] [Google Scholar]
- 65.Babu B. R., Frey C., Griffith O. W., l-arginine binding to nitric-oxide synthase. The role of H-bonds to the nonreactive guanidinium nitrogens. J. Biol. Chem. 274, 25218–25226 (1999). [DOI] [PubMed] [Google Scholar]
- 66.Caggiano A. O., Kraig R. P., Neuronal nitric oxide synthase expression is induced in neocortical astrocytes after spreading depression. J. Cereb. Blood Flow Metab. 18, 75–87 (1998). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Stefanska J., Pawliczak R., Apocynin: Molecular aptitudes. Mediators Inflamm. 2008, 1–10 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Liang H. L., Hilton G., Mortensen J., Regner K., Johnson C. P., Nilakantan V., MnTMPyP, a cell-permeant SOD mimetic, reduces oxidative stress and apoptosis following renal ischemia-reperfusion. Am. J. Physiol. Renal Physiol. 296, F266–F276 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Hecquet C. M., Malik A. B., Role of H2O2-activated TRPM2 calcium channel in oxidant-induced endothelial injury. Thromb. Haemost. 101, 619–625 (2009). [PMC free article] [PubMed] [Google Scholar]
- 70.Sawada Y., Hosokawa H., Matsumura K., Kobayashi S., Activation of transient receptor potential ankyrin 1 by hydrogen peroxide. Eur. J. Neurosci. 27, 1131–1142 (2008). [DOI] [PubMed] [Google Scholar]
- 71.Petrus M., Peier A. M., Bandell M., Hwang S. W., Huynh T., Olney N., Jegla T., Patapoutian A., A role of TRPA1 in mechanical hyperalgesia is revealed by pharmacological inhibition. Mol. Pain 3, 40 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Gupta R., Saito S., Mori Y., Itoh S. G., Okumura H., Tominaga M., Structural basis of TRPA1 inhibition by HC-030031 utilizing species-specific differences. Sci. Rep. 6, 37460 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Grand T., Demion M., Norez C., Mettey Y., Launay P., Becq F., Bois P., Guinamard R., 9-Phenanthrol inhibits human TRPM4 but not TRPM5 cationic channels. Br. J. Pharmacol. 153, 1697–1705 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Togashi K., Inada H., Tominaga M., Inhibition of the transient receptor potential cation channel TRPM2 by 2-aminoethoxydiphenyl borate (2-APB). Br. J. Pharmacol. 153, 1324–1330 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Iwasaki H., Mori Y., Hara Y., Uchida K., Zhou H., Mikoshiba K., 2-Aminoethoxydiphenyl borate (2-APB) inhibits capacitative calcium entry independently of the function of inositol 1,4,5-trisphosphate receptors. Recept. Channels 7, 429–439 (2001). [PubMed] [Google Scholar]
- 76.Guinamard R., Simard C., Del Negro C., Flufenamic acid as an ion channel modulator. Pharmacol. Ther. 138, 272–284 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 77.Okada Y., Sasaki T., Oku Y., Takahashi N., Seki M., Ujita S., Tanaka K. F., Matsuki N., Ikegaya Y., Preinspiratory calcium rise in putative pre-Bötzinger complex astrocytes. J. Physiol. 590, 4933–4944 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.Onimaru H., Yazawa I., Takeda K., Fukushi I., Okada Y., Calcium imaging analysis of cellular responses to hypercapnia and hypoxia in the NTS of newborn rat brainstem preparation. Front. Physiol. 12, 645904 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Dallwig R., Deitmer J. W., Cell-type specific calcium responses in acute rat hippocampal slices. J. Neurosci. Methods 116, 77–87 (2002). [DOI] [PubMed] [Google Scholar]
- 80.Cummings K. J., Wilson R. J., Time-dependent modulation of carotid body afferent activity during and after intermittent hypoxia. Am. J. Physiol. Regul. Integr. Comp. Physiol. 288, R1571–R1580 (2005). [DOI] [PubMed] [Google Scholar]
- 81.Roy A., Mandadi S., Fiamma M.-N., Rodikova E., Ferguson E. V., Whelan P. J., Wilson R. J. A., Anandamide modulates carotid sinus nerve afferent activity via TRPV1 receptors increasing responses to heat. J. Appl. Physiol. 112, 212–224 (2012). [DOI] [PubMed] [Google Scholar]
- 82.Vidruk E. H., Olson E. B., Ling L., Mitchell G. S., Responses of single-unit carotid body chemoreceptors in adult rats. J. Physiol. 531, 165–170 (2001). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83.Tani M., Yazawa I., Ikeda K., Kawakami K., Onimaru H., Long-lasting facilitation of respiratory rhythm by treatment with TRPA1 agonist, cinnamaldehyde. J. Neurophysiol. 114, 989–998 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 84.Hinrichs J. M., Llewellyn-Smith I. J., Variability in the occurrence of nitric oxide synthase immunoreactivity in different populations of rat sympathetic preganglionic neurons. J. Comp. Neurol. 514, 492–506 (2009). [DOI] [PubMed] [Google Scholar]
- 85.Mori Y., Takahashi N., Kurokawa T., Kiyonaka S., TRP channels in oxygen physiology: Distinctive functional properties and roles of TRPA1 in O2 sensing. Proc. Jpn. Acad. Ser. B Phys. Biol. Sci. 93, 464–482 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.