Planta Med 2012; 78(5): 455-458
DOI: 10.1055/s-0031-1298174
Biological and Pharmacological Activity
Letters
© Georg Thieme Verlag KG Stuttgart · New York

GABAA Receptor Modulators from the Chinese Herbal Drug Junci Medulla – The Pith of Juncus effusus

Judith Singhuber1 , Igor Baburin2 , Sophia Khom2 , Martin Zehl1 , Ernst Urban3 , Steffen Hering2 , Brigitte Kopp1
  • 1Department of Pharmacognosy, University of Vienna, Vienna, Austria
  • 2Department of Pharmacology and Toxicology, University of Vienna, Vienna, Austria
  • 3Department of Medicinal Chemistry, University of Vienna, Vienna, Austria
Further Information

Univ. Prof. Mag. Dr. Brigitte Kopp

Department of Pharmacognosy
University of Vienna

Althanstraße 14

1090 Vienna

Austria

Phone: +43 14 27 75 52 55

Fax: +43 14 27 75 52 56

Email: brigitte.kopp@univie.ac.at

Publication History

received September 22, 2011 revised December 9, 2011

accepted December 18, 2011

Publication Date:
23 January 2012 (online)

Table of Contents #

Abstract

The gamma-amino butyric acid (GABA) type A (GABAA) receptor represents a crucial target for clinical agents in the treatment of anxiety and insomnia. Using the two-microelectrode voltage clamp technique on recombinant α 1 β 2 γ 2S GABAA receptors, effusol (1) and dehydroeffusol (2) were isolated in a bioactivity-guided approach from the pith of Juncus effusus L. Both compounds concentration-dependently enhanced GABA induced chloride currents (IGABA) by a maximum 188 ± 20 (1) and 239 ± 18 % (2), independent of the benzodiazepine (BZ) binding site. This activity on the GABAA receptor may explain the traditional use of J. effusus as a sedative and anxiolytic agent in Chinese medicine.

Anxiety and insomnia are central nervous system disorders with a high prevalence, especially in developed countries. It is estimated that over 16 % of the world's population suffer from some form of anxiety disorder [1], and more than 30 % frequently experience sleep disturbances [2].

A variety of drugs such as the commonly prescribed benzodiazepines (BZs) are available for the treatment of both disorders [3]. Although their use is safe compared to the now mostly obsolete barbiturates, they can generate a range of adverse effects such as lethargy, daytime sedation, amnesia, or involuntary muscle relaxation. Furthermore, long-term use of BZs, as would be necessary for the treatment of chronic insomnia or anxiety, leads to tolerance against the anxiolytic and sedative effects. Moreover, dependence and withdrawal symptoms can occur, which further limits their use [4]. This high risk of adverse effects combined with the limited prescription time of BZs and other conventional drugs [5] might be one of the reasons why an increasing percentage of insomnia and, particularly, anxiety patients rely on herbal preparations [6]. Although the use of herbal drugs is not free of unwanted side effects, they are still considered safe, well tolerated, and effective due to the experience gained from long-term usage. Nonetheless, scientific evaluation of their activity and underlying molecular mechanisms are rare [7], [8].

A Chinese herbal medicine frequently prescribed against childhood insomnia and night terrors is Junci Medulla – the pith of Juncus effusus L. [9]. Several compound classes were detected in J. effuses, such as phenanthrene derivatives, cyclo-artane type triterpenes, flavonoids, phenolic acid derivatives, as well as essential oil components, β-sitosterol and α-tocopherol, and could already be isolated from J. effusus and related species [9], [10]. Studies regarding their pharmacological activity mainly focus on the phenanthrene derivatives, which displayed anti-algal, antimicrobial, phototoxic, and cytotoxic activities, whereby similar compounds derived from other plant families were studied for their anticancer, spasmolytic, and anticoagulative activities, as reviewed by Kovacs et al. [11]. The anxiolytic and sedative activities of one compound from J. effusus, dehydroeffusol, have recently been established in vivo [12], whereas the underlying mechanisms are still unknown.

A key target for sedation and anxiolysis is the γ-amino butyric (GABA) type A (GABAA) receptor, which is the major inhibitory neurotransmitter receptor in the mammalian brain. The GABAA receptor is a ligand-gated ion channel that transmits its inhibitory signals due to the opening of a chloride channel and subsequent hyperpolarization of the neuronal membrane. The heteropentameric GABAA receptor can be assembled from a range of 19 different subunits (α 1–6, β 1–3, γ 1–3, δ, ε, π, θ, and ρ 1–3). From a large number of possible receptor assemblies, only some have been found in vivo in the mammalian brain until now, with the α 1 β 2 γ 2 receptor being the most abundant [13]. Interestingly, the GABAA receptor seems to be a valid target for natural products, since many plant derived compounds are able to influence the GABAA receptor [14].

In the present study, we investigated the effects of J. effusus extracts on recombinant α 1 β 2 γ 2S GABAA receptors expressed in Xenopus laevis oocytes in a bioassay-guided manner. Potentiation of GABA-induced chloride currents (IGABA) on the GABAA receptor was determined using the two-electrode voltage clamp technique by means of an automated fast perfusion system.

In a preliminary extract screening of 4 J. effusus extracts of different polarity, the EtOAc extract displayed the highest ability to potentiate IGABA (170 ± 24 %, n = 3, [Fig. 1 A]) and therefore was selected for further bioactivity-guided isolation. The EtOAc extract was subjected to vacuum liquid chromatography (VLC) on silica gel, using different mixtures of petroleum ether and EtOAc as eluents. The resulting fractions were screened for their activity on the GABAA receptor, revealing that only VLC fractions 4 and 5 could significantly enhance IGABA to an almost similar extent (153 ± 48 % and 127 ± 23, [Fig. 1 B]). VLC fractions 4 and 5 were subfractionated by column chromatography on Sephadex LH-20 using EtOAc or EtOAc : MeOH (95 : 5) as the mobile phase. Five subfractions could be gained from VLC fraction 5 for further activity screening, with subfraction 5–3 displaying the highest activity (266 ± 58, [Fig. 1 C]). TLC screening revealed one major blue fluorescent zone. The same compound was isolated from VLC fraction 4 on Sephadex LH-20 using EtOAc : MeOH (95 : 5) as the mobile phase. The compound was identified by MS, 1D- and 2D-NMR experiments as effusol (1, ≥ 96 % purity) and spectral data was in good accordance with the data published in the literature [15]. Additionally, another predominant constituent was isolated from cumulative fraction 5–5, and its structure was determined as dehydroeffusol (2, ≥ 98 % purity) by MS and NMR experiments and compared to existing spectral data ([Fig. 2]) [16].

Zoom Image

Fig. 1 Potentiation of IGABA in oocytes expressing α 1 β 2 γ 2S GABAA receptors by different extracts and fractions derived from the pith of Juncus effusus L. Bars represent the mean ± S. E. M, from at least 4 oocytes, from ≥ two different batches. Statistical significance (p < 0.05, one-way ANOVA followed by Tukey's test) is indicated by (*). A Potentiation of IGABA by 4 extracts (100 µg/mL) of different polarity (petroleum ether, EtOAc, MeOH, and water). B Enhancement of IGABA by 9 VLC fractions (100 µg/mL). (C) Potentiation of IGABA by the cumulative fractions (100 µg/mL) derived from VLC fraction 5.

Zoom Image

Fig. 2 Structure of the phenolic phenanthrenes derivatives effusol (1) and dehydroeffusol (2).

To gain further insight into the molecular mechanism of action, both compounds were investigated for their ability to potentiate IGABA. Compounds 1 and 2 displayed a concentration-dependent effect with a maximal potentiation of 188 ± 20 % (EC50 = 31 ± 8 µM, n H = 2.5 ± 0.6, n = 7) for 1 and 239 ± 18 % (EC50 = 27 ± 6 µM, n H = 1.4 ± 0.2, n = 4) for 2 ([Fig. 3]). Furthermore, the interaction of 1 and 2 with the benzodiazepine (BZ) binding site was determined, since BZs are the most commonly prescribed drugs used in the treatment of sleep and anxiety disorders. IGABA enhancement induced by 2 (50 µM) could not be blocked by the co-application of the BZ antagonist flumazenil (1 µM, [Fig. 4 A] and [B]). Moreover, the co-application of 2 (50 µM) with diazepam (0.3 µM) leads to an additive increase in IGABA enhancement ([Fig. 4 C] and [D]). Similar results were obtained for 1 (Fig. 1S in Supporting Information), indicating that both components do not mediate their IGABA potentiating effects via the BZ binding site. Both compounds were not as active as the positive control diazepam. These findings are in good accordance with the work of Bhattacharyya [15], where dehydroeffusol was found to have anxiolytic and sedative effects in mice, albeit lower than those of diazepam. However, the compound did not exhibit the typical muscle relaxant effects of diazepam suggesting a binding site distinct from the diazepam binding site. This again supports our results from the in vitro test, where we could not block the activity of the phenanthrene derivatives with flumazenil.

Zoom Image

Fig. 3 Concentration-response curve for 1 (▴) and 2 (█), with a maximum potentiation of 188 ± 20 % (EC50 = 31 ± 8 µM, n H = 2.5 ± 0.6, n = 7) for 1 and 239 ± 18 % (EC50 = 27 ± 6 µM, n H = 1.4 ± 0.2, n = 4) for 2, respectively. Each data point represents the mean ± S. E. M. from at least 4 oocytes, from ≥ two different batches.

Zoom Image

Fig. 4 Effects of 2 on IGABA in the presence of flumazenil (FLZ) and diazepam (DZP) in oocytes expressing α 1 β 2 γ 2S GABAA receptors. Bars represent the mean ± S. E. M. from at least 4 oocytes, from ≥ two different batches. Statistical significance (p < 0.05, one-way ANOVA followed by Tukey's test) is indicated with (*), n. s. = not significant. A Potentiation of IGABA (EC5–10) by 2 (50 µM) in the absence (left bar) and presence (right bar) of flumazenil (1 µM) is not significantly different (p > 0.05), indicating no involvement of the BZ binding site in the positive modulatory activity of 2. B Typical GABA-induced chloride currents in the absence (GABA 3 µM, control, single bar) and presence of the indicated concentrations of 2 (double bar), or 2 and flumazenil (triple bar), respectively. C Additive effects of 2 and diazepam on IGABA. The left bar shows the potentiation of IGABA by 50 µM 2, the middle bar by 300 nM diazepam, and the right bar illustrates the stimulation of IGABA by co-application of 2 and diazepam. D Representative chloride currents induced by GABA (10 µM, control, single bar), by 2 (double bar), by diazepam (double bar) and 2 co-applied with diazepam (triple bar) at the indicated concentrations.

To summarize, we found scientific evidence for the traditional use of J. effusus on the molecular level which is at least partly due to 1 and 2. Moreover, the ability of 2 to modulate IGABA may explain the sedative and anxiolytic effects of this compound in vivo.

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Material and Methods

Junci medulla, the pith of J. effusus L., was purchased from Plantasia (lot.: 660 558). A voucher specimen (No. JS-07–11-JE) is deposited in the Department of Pharmacognosy, University of Vienna.

For a preliminary activity screening, 50 g of ground plant material were extracted successively with solvents of increasing polarity (petroleum ether, EtOAc, methanol, and water), with the EtOAc extract showing the highest activity. Thus, 2.0 kg of ground pith were extracted exhaustively with EtOAc to yield 13.4 g of a dark brown residue. Ten g of this residue were subjected to VLC on silica gel (65 × 3.5 cm, i. d.) using petroleum ether : EtOAc mixtures (1 L each) in ratios of 9 : 1 (pre-run), 8.5 : 1.5, 8 : 2, 7.5 : 2.5, 6.5 : 3.5, 6 : 4, 5 : 5, 3 : 7, 1.5 : 8.5, 0 : 10, from which the latter 9 were used for activity testing. Fraction 5 (petroleum ether : EtOAc 6.5 : 3.5, 0.96 g) was further fractionated on a Sephadex LH-20 column (65 × 1.5 cm, i. d.) using EtOAc as eluent (5 mL fractions, 10 mL/h flow) resulting in six subfractions. Subfraction 5–3 displayed one prominent blue fluorescent zone in the TLC screening, which was identified as 1 by MS and NMR experiments and data comparison with the literature. The crystalline residue of cumulative fraction 5–5, which was gained from recrystallization in EtOAc, was purified by semipreparative HPLC on RP-18. Using a water (solvent A) – methanol (solvent B) gradient from 60 to 80 % B in 15 minutes with a flow rate of 26.7 mL/min, compound 2 (9 mg, purity ≥ 98 %) eluted at 9.9 min. VLC fraction 4 (petroleum ether : EtOAc 6 : 4, 0.68 g), which also contained 1 and 2, was fractionated on Sephadex LH-20 (70 × 1 cm, i. d.) using EtOAc : MeOH (95 : 5) as eluent to yield 220 fractions (5 mL fractions, ∼ 10 mL/h flow). Compound 1 was eluted as a pure compound in subfraction 4–150, to yield 14 mg (purity ≥ 96 %).

NMR spectra were recorded in CD3Cl or d 6-DMSO on a Bruker Avance 500 spectrometer at 500 MHz (1H NMR) and 125 MHz (13C NMR). ESIMSn spectra were obtained on a 3D-ion trap mass spectrometer (HCT; Bruker Daltonics) and recorded in positive and negative ion modes. Semipreparative HPLC of compound 2 was performed using a Shimadzu system consisting of two LC-8A pumps, a SPD-M20A diode array detector, a FRC-10A fraction collector, and a CBM-20A interface, engaging a Nucleosil C-100 RP-18 column (250 × 21 mm, i. d., 5 µm; Machery Nagel). TLC was carried out on precoated silica gel plates KG60 F254 (Merck) with toluene : EtOAc : MeOH : acetic acid in a ratio of 35 : 10 : 1 : 2.5 as the mobile phase. Zones were detected in visible light and under UV366 after spraying with anisaldehyde sulphuric acid reagent and heating for 5 to 10 min at 105 °C.

Preparation of stage V–VI oocytes from Xenopus laevis (NASCO) and injection of cRNA was performed as previously described [17]. The animal experiments were approved by the Austrian Federal Ministry for Science and Research. One to 3 days after cRNA injection, GABAA receptor expressing oocytes were screened for GABA-evoked currents as previously described [18]. More details are given in Supporting Information.

Potentiation of the GABA-induced chloride current (IGABA) in percent was defined according to the formula:

IGABA (%) = [I(GABA + Comp)/IGABA − 1] × 100

Where I(GABA+Comp) is the current response in the presence of a given compound, and IGABA is the control GABA-induced chloride current. Origin Software (OriginLab Corporation) was used to generate concentration-response curves. Data were fitted by nonlinear regression analysis to the equation 1/(1+(EC50/[compound]n H), where EC50 is the concentration of the compound that increases the amplitude of the GABA-evoked current by 50 % of the compound-induced maximum response, and n H is the Hill coefficient. Responses were graphed as mean ± standard error (S. E. M.) from at least three oocytes out of ≥ two different batches. Statistical significance was calculated using one-way ANOVA followed by Tukey's test with a confidence interval of p < 0.05.

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Supporting information

Detailed information on the pharmacological assays, the benzodiazepine binding site experiment of 1 (1S), and 1H- and 13C-NMR data of 1 (2S and 3S) and 2 (4S and 5S) are available as Supporting Information.

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Acknowledgements

This work was supported by the University of Vienna (Initiative Group “Molecular Drug Targets”) and P 19614-B11 (S. H.); this project was also supported in part by the Sino-Austria-Project, supported by the Austrian Federal Ministry of Science and Research and Federal Ministry of Health.

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Conflict of Interest

All authors declare no conflict of interest.

Supporting Information
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References

  • 1 Somers J M, Goldner E M, Waraich P, Hsu L. Prevalence and incidence studies of anxiety disorders: a systematic review of the literature.  Can J Psychiatry. 2006;  51 100-113
  • 2 Roth T. Sleep and society.  Sleep Med. 2009;  10 S1-S2
  • 3 Stevens J C, Pollack M H. Benzodiazepines in clinical practice: consideration of their long-term use and alternative agents.  J Clin Psychiatry. 2005;  66 21-27
  • 4 Lader M, Tylee A, Donoghue J. Withdrawing benzodiazepines in primary care.  CNS Drugs. 2009;  23 19-34
  • 5 Sullivan S S. Insomnia pharmacology.  Med Clin North Am. 2010;  94 563-580
  • 6 Roy-Byrne P P, Bystritsky A, Russo J, Craske M G, Sherbourne C D, Stein M B. Use of herbal medicine in primary care patients with mood and anxiety disorders.  Psychosomatics. 2005;  46 117-122
  • 7 Kinrys G, Coleman E, Rothstein E. Natural remedies for anxiety disorders: potential use and clinical applications.  Depress Anxiety. 2009;  26 259-265
  • 8 Salter S, Brownie S. Treating primary insomnia – the efficacy of valerian and hops.  Aust Fam Physician. 2010;  39 433-437
  • 9 Bensky D, Clavey S, Stoeger E. Chinese herbal medicine: Materia Medica. 3rd edition. Seattle: Eastland Press; 2006: 1311
  • 10 Della Greca M, Fiorentino A, Monaco P, Previtera L. Cycloartane triterpenes from Juncus effusus.  Phytochemistry. 1994;  35 1017-1022
  • 11 Kovacs A, Vasas A, Hohmann J. Natural phenanthrenes and their biological activity.  Phytochemistry. 2008;  69 1084-1110
  • 12 Liao Y J, Zhai H F, Zhang B, Duan T X, Huang J M. Anxiolytic and sedative effects of dehydroeffusol from Juncus effusus in mice.  Planta Med. 2011;  77 416-420
  • 13 Olsen R W, Sieghart W. GABA(A) receptors: subtypes provide diversity of function and pharmacology.  Neuropharmacology. 2009;  56 141-148
  • 14 Johnston G A, Hanrahan J R, Chebib M, Duke R K, Mewett K N. Modulation of ionotropic GABA receptors by natural products of plant origin.  Adv Pharmacol. 2006;  54 285-316
  • 15 Bhattacharyya J. Structure of effusol: A new phenolic constituent from Juncus effusus.  Experientia. 1980;  36 27-28
  • 16 Shima K, Toyota M, Asakawa Y. Phenanthrene derivatives from the medullae of Juncus effusus.  Phytochemistry. 1991;  30 3149-3151
  • 17 Khom S, Baburin I, Timin E N, Hohaus A, Sieghart W, Hering S. Pharmacological properties of GABA(A) receptors containing gamma1 subunits.  Mol Pharmacol. 2006;  69 640-649
  • 18 Baburin I, Beyl S, Hering S. Automated fast perfusion of Xenopus oocytes for drug screening.  Pflugers Arch. 2006;  453 117-123

Univ. Prof. Mag. Dr. Brigitte Kopp

Department of Pharmacognosy
University of Vienna

Althanstraße 14

1090 Vienna

Austria

Phone: +43 14 27 75 52 55

Fax: +43 14 27 75 52 56

Email: brigitte.kopp@univie.ac.at

#

References

  • 1 Somers J M, Goldner E M, Waraich P, Hsu L. Prevalence and incidence studies of anxiety disorders: a systematic review of the literature.  Can J Psychiatry. 2006;  51 100-113
  • 2 Roth T. Sleep and society.  Sleep Med. 2009;  10 S1-S2
  • 3 Stevens J C, Pollack M H. Benzodiazepines in clinical practice: consideration of their long-term use and alternative agents.  J Clin Psychiatry. 2005;  66 21-27
  • 4 Lader M, Tylee A, Donoghue J. Withdrawing benzodiazepines in primary care.  CNS Drugs. 2009;  23 19-34
  • 5 Sullivan S S. Insomnia pharmacology.  Med Clin North Am. 2010;  94 563-580
  • 6 Roy-Byrne P P, Bystritsky A, Russo J, Craske M G, Sherbourne C D, Stein M B. Use of herbal medicine in primary care patients with mood and anxiety disorders.  Psychosomatics. 2005;  46 117-122
  • 7 Kinrys G, Coleman E, Rothstein E. Natural remedies for anxiety disorders: potential use and clinical applications.  Depress Anxiety. 2009;  26 259-265
  • 8 Salter S, Brownie S. Treating primary insomnia – the efficacy of valerian and hops.  Aust Fam Physician. 2010;  39 433-437
  • 9 Bensky D, Clavey S, Stoeger E. Chinese herbal medicine: Materia Medica. 3rd edition. Seattle: Eastland Press; 2006: 1311
  • 10 Della Greca M, Fiorentino A, Monaco P, Previtera L. Cycloartane triterpenes from Juncus effusus.  Phytochemistry. 1994;  35 1017-1022
  • 11 Kovacs A, Vasas A, Hohmann J. Natural phenanthrenes and their biological activity.  Phytochemistry. 2008;  69 1084-1110
  • 12 Liao Y J, Zhai H F, Zhang B, Duan T X, Huang J M. Anxiolytic and sedative effects of dehydroeffusol from Juncus effusus in mice.  Planta Med. 2011;  77 416-420
  • 13 Olsen R W, Sieghart W. GABA(A) receptors: subtypes provide diversity of function and pharmacology.  Neuropharmacology. 2009;  56 141-148
  • 14 Johnston G A, Hanrahan J R, Chebib M, Duke R K, Mewett K N. Modulation of ionotropic GABA receptors by natural products of plant origin.  Adv Pharmacol. 2006;  54 285-316
  • 15 Bhattacharyya J. Structure of effusol: A new phenolic constituent from Juncus effusus.  Experientia. 1980;  36 27-28
  • 16 Shima K, Toyota M, Asakawa Y. Phenanthrene derivatives from the medullae of Juncus effusus.  Phytochemistry. 1991;  30 3149-3151
  • 17 Khom S, Baburin I, Timin E N, Hohaus A, Sieghart W, Hering S. Pharmacological properties of GABA(A) receptors containing gamma1 subunits.  Mol Pharmacol. 2006;  69 640-649
  • 18 Baburin I, Beyl S, Hering S. Automated fast perfusion of Xenopus oocytes for drug screening.  Pflugers Arch. 2006;  453 117-123

Univ. Prof. Mag. Dr. Brigitte Kopp

Department of Pharmacognosy
University of Vienna

Althanstraße 14

1090 Vienna

Austria

Phone: +43 14 27 75 52 55

Fax: +43 14 27 75 52 56

Email: brigitte.kopp@univie.ac.at

Zoom Image

Fig. 1 Potentiation of IGABA in oocytes expressing α 1 β 2 γ 2S GABAA receptors by different extracts and fractions derived from the pith of Juncus effusus L. Bars represent the mean ± S. E. M, from at least 4 oocytes, from ≥ two different batches. Statistical significance (p < 0.05, one-way ANOVA followed by Tukey's test) is indicated by (*). A Potentiation of IGABA by 4 extracts (100 µg/mL) of different polarity (petroleum ether, EtOAc, MeOH, and water). B Enhancement of IGABA by 9 VLC fractions (100 µg/mL). (C) Potentiation of IGABA by the cumulative fractions (100 µg/mL) derived from VLC fraction 5.

Zoom Image

Fig. 2 Structure of the phenolic phenanthrenes derivatives effusol (1) and dehydroeffusol (2).

Zoom Image

Fig. 3 Concentration-response curve for 1 (▴) and 2 (█), with a maximum potentiation of 188 ± 20 % (EC50 = 31 ± 8 µM, n H = 2.5 ± 0.6, n = 7) for 1 and 239 ± 18 % (EC50 = 27 ± 6 µM, n H = 1.4 ± 0.2, n = 4) for 2, respectively. Each data point represents the mean ± S. E. M. from at least 4 oocytes, from ≥ two different batches.

Zoom Image

Fig. 4 Effects of 2 on IGABA in the presence of flumazenil (FLZ) and diazepam (DZP) in oocytes expressing α 1 β 2 γ 2S GABAA receptors. Bars represent the mean ± S. E. M. from at least 4 oocytes, from ≥ two different batches. Statistical significance (p < 0.05, one-way ANOVA followed by Tukey's test) is indicated with (*), n. s. = not significant. A Potentiation of IGABA (EC5–10) by 2 (50 µM) in the absence (left bar) and presence (right bar) of flumazenil (1 µM) is not significantly different (p > 0.05), indicating no involvement of the BZ binding site in the positive modulatory activity of 2. B Typical GABA-induced chloride currents in the absence (GABA 3 µM, control, single bar) and presence of the indicated concentrations of 2 (double bar), or 2 and flumazenil (triple bar), respectively. C Additive effects of 2 and diazepam on IGABA. The left bar shows the potentiation of IGABA by 50 µM 2, the middle bar by 300 nM diazepam, and the right bar illustrates the stimulation of IGABA by co-application of 2 and diazepam. D Representative chloride currents induced by GABA (10 µM, control, single bar), by 2 (double bar), by diazepam (double bar) and 2 co-applied with diazepam (triple bar) at the indicated concentrations.