Impact Factor 4.555

The Frontiers in Neuroscience journal series is the 1st most cited in Neurosciences

Hypothesis and Theory ARTICLE

Front. Cell. Neurosci., 28 February 2017 | https://doi.org/10.3389/fncel.2017.00044

Limitations of Sulforhodamine 101 for Brain Imaging

  • 1Clinic for Anesthesiology, University Hospital Göttingen, Göttingen, Germany
  • 2DFG Research Center for Nanoscale Microscopy and Molecular Physiology of the Brain (CNMPB), Göttingen, Germany
  • 3Leibniz-Institut für Umweltmedizinische Forschung GmbH, Düsseldorf, Germany

Since 2004, the red fluorescent dye Sulforhodamine 101 (SR101) has been boosting the functional analysis of astrocytes in a functional environment in an unprecedented way. However, two major limitations have been challenging the usefulness of this tool for cellular imaging: (i) SR101 is not as specific for astrocytes as previously reported; and (ii) discoveries of severe excitatory side effects of SR101 are bearing the risk of unwanted alteration of the system of interest. In this article, we summarize the current knowledge about SR101-labeling protocols and discuss the problems that arise from varying of the staining protocols. Furthermore, we provide a testable hypothesis for the observed hyper-excitability that can be observed when using SR101.

The red fluorescent dye, Sulforhodamine 101 (SR101), is a rather old tool for life scientists. First used for flow cytometry already in 1978 (Stöhr et al., 1978), it later appeared to be helpful for labeling of active synapses (Lichtman et al., 1985), as well as neurons and astrocytes in intact preparations (Cina and Hochman, 2000). The description of “Sulforhodamine 101 as a specific marker of astroglia in the neocortex in vivo” in 2004 (Nimmerjahn et al., 2004) boosted the research on astroglial cells. However, many aspects, including the ultimate mechanism of SR101 uptake into astrocytes remained unknown and, furthermore, the method has been challenged by a lack of cell type specificity and reports of excitatory side effects. Since the method is used by a still growing number of research groups, we summarize the available information of SR101-staining and its limitation with respect to cell specificity from the current literature and discuss the excitatory side effect in the context of recent publications and our own experimental data, which point towards a role of neurosteroids in the generation of SR101-induced hyper-excitability.

Fluorescent Labeling Protocol and Type of Labeling

Different staining protocols have been used to label astrocytes. For in vivo imaging, SR101 was applied topically at concentrations of 250 nM to 300 μM or by bolus injection (Nimmerjahn et al., 2004; Nimmerjahn and Helmchen, 2012). Additionally, SR101 injection over the tail vein (10 mg/ml) has been reported to be successful (Appaix et al., 2012). Acute brain slices are usually incubated in carbonated extracellular solution containing 0.5–1 μM SR101 for 20–30 min and 34–37°C. Following this, excess dye is removed over a period of 10–30 min using different protocols that were described earlier (Kafitz et al., 2008; Meier et al., 2008; Kantor et al., 2012; Schnell et al., 2012, 2015; Augustin et al., 2016; Hagos and Hülsmann, 2016). These protocols lead to labeling of cell somata and proximal processes of astrocytes. The fine distal processes of astrocytes as revealed e.g., by transgenic expression of fluorescent protein, are often difficult to identify by SR101 (see Figure 1A). If the staining is weaker (e.g., in the brainstem), proximal processes appear unlabeled.

FIGURE 1
www.frontiersin.org

Figure 1. (A) SR101-labeling of astrocytes identified by transgenic expression of EGFP (green) using TgN(hGFAP-EGFP)GFEC-Fki; (Nolte et al., 2001). Incubation of the brain slice with 1 μM SR101 for 20 min at 34°C followed 10 min of de-staining in artificial cerebrospinal fluid (aCSF) reveals that also some cells are nicely labeled by SR101 but do not express the astrocyte marker (asterisk). Note that the SR101 fluorescence is reaching the end feet of the astrocytes (fine arrow), but is weak in the distal processes of the astrocytes. (B) SR101-staining of oligodendrocytes that were identified by transgenic expression of EGFP using TgN(PLP-GFP) mice (Spassky et al., 2001). Slices were incubated in 1 μM SR101 for 140 min at 34°C followed 10 min of de-staining in aCSF. This method reveals that also cells from the oligodendrocyte linage (open arrows) are labeled by SR101. The intensity of SR101 is weaker as compared to neighboring GFP-negative cells. Image acquisition using 2-Photon excitation microscopy was described previously for astrocytes (Schnell et al., 2012) and oligodendrocytes (Hagos and Hülsmann, 2016). Pictures are surface mode projections of 100 μm image stacks generated by Imaris software (Bitplane).

The Problem of Cell Type Specificity

SR101 became extremely important for the study of astrocytes after the publication by Nimmerjahn et al. (2004). For the relatively novel field of glia-physiology that was always depending on genetically engineered mice to label the cell type of interest for physiological studies with a fluorescent protein (Nolte et al., 2001) or, before these animals became available, by post hoc immunohistochemical counterstaining of dye-filled cells with antibodies against astroglial marker proteins, e.g., GFAP (Konietzko and Müller, 1994), SR101 soon became indispensable.

The protocol of SR101 labeling was cheap and easily established in a laboratory, and could be used in vivo as well as in slice preparations from rostral brain region (Kafitz et al., 2008; see Figure 1A as an example). SR101 could be used to counterstain astrocytes when analyzing other cell types (Nimmerjahn et al., 2005) or for identification of astrocytes when analyzing electrophysiological properties of cells (Du et al., 2016) or together with calcium imaging of astrocytes (Pirttimaki and Parri, 2012). Furthermore, it initially appeared not to alter the physiological properties of brain cells.

First problems with uncritical usage of SR101 were revealed in hypoxic conditions when neuronal hemichannels are opened and SR101 can enter neurons (Thompson et al., 2006). Moreover, SR101 does not label astrocytes in brainstem slices as strong and specific as in the hippocampus or cortex (Schnell et al., 2015). This lighter staining intensity, together with some dye entering neurons makes interpretation of SR101 labeling unreliable in these brain regions (Schnell et al., 2012, 2015).

Additionally, it became evident that it was overlooked that SR101 can diffuse via gap junctions from astrocytes to oligodendrocytes, thereby impairing a reliable identification of astrocytes (Wasseff and Scherer, 2011; Hill and Grutzendler, 2014; Hagos and Hülsmann, 2016). Since gap junctions connect oligodendrocytes and astrocytes in many brain regions (Orthmann-Murphy et al., 2008; Griemsmann et al., 2015), it cannot be assumed that all SR101-labeled cells are astrocytes. In our hands, approximately 45% of SR101-positive cells did not express the fluorescent protein in the hippocampus of TgN (hGFAP-EGFP) mice (Schnell et al., 2012). Indeed, over 30% of SR101-labeled cortical cell were oligodendrocytes and, moreover, all mature oligodendrocytes in PLPcreER: mT/mG transgenic mice were reported to be SR101-labeled in vivo (Hill and Grutzendler, 2014).

What Is the Uptake Mechanism of SR101-Labeling?

The accumulation of SR101 in astrocytes to a higher concentration compared to the extracellular solution indicated an active transport of SR101 into astrocytes in contrast to diffusion-based mechanism via gap junctions or hemichannels (Schnell et al., 2012). The pharmacological profile of SR101 pointed towards an organic anion transporting polypeptide (Schnell et al., 2012) and subsequent transcriptome analysis revealed region-specific differences in mRNA levels of the putative SR101 transporter, between brainstem and cortex/hippocampus, allowing the identification of the organic anion transporting polypeptide OATP1C1 (OATP14, OATPF, Slco1c1) as the responsible transporter for SR101 uptake into astrocytes (Schnell et al., 2015). The blockade of SR101-labeling by the unspecific gap junction blocker carbenoxolone (CBX) previously led to the conclusion that gap junctions are involved in the labeling of astrocytes with SR101. This is certainly true for the distribution of SR101 within the astroglial networks, but the complete blockade of SR101-labeling is probably caused by the blockade of the OATP1C1 by CBX (Nishimura et al., 2007; Schnell et al., 2012). Further evidence for this was the reduction of astroglial SR101-labeling by the organic anions MK-571 and Probenecid, which are known substrates of OATPs and would compete with SR101 for uptake via the OATP1C1 (Schnell et al., 2012). The ultimate proof comes from the blockade of SR101 labeling by the natural substrate of OATP1C1 levothyroxine (T4) and the absence of astrocytic SR101 labeling in OATP1C1-deficient mice (Schnell et al., 2015).

Why Astrocytes Are Preferential Labeled?

Although OATP1C1 expression is a necessity for SR101 labeling of astrocytes (Schnell et al., 2015) and also oligodendrocytes (Hagos and Hülsmann, 2016; see also Figure 1B), its expression in astrocytes is not sufficient to explain the preferential labeling of astrocytes (and secondarily oligodendrocytes). At first, other cell types, such as endothelial cells express OATP1C1 (Lang et al., 2011; Ridder et al., 2011), and also neurons synthetize high levels of Oatp1c1 mRNA (Cahoy et al., 2008). However, the functional expression levels of OATP1C1 protein in neurons are uncertain (Lang et al., 2011; Ridder et al., 2011). Interestingly, we found that neurons in the brainstem are loaded with SR101 during the staining procedure, leading to even higher fluorescence intensities in neurons as compared to neighboring astrocytes and the extracellular solution (Schnell et al., 2012). Yet, neurons are de-staining very quickly. Since this de-staining is blocked by MK-571, a blocker of ABC-transporters (Schnell et al., 2012), an additional differential expression of a yet unidentified transporter that mediates the extrusion of SR101 from neurons but not from astrocytes is required to explain these results. Since the time course of astrocyte labeling was slower as compared to neurons (Schnell et al., 2012), we also have to assume a different labeling process in neurons. Indeed, we found that SR101 labeling of superficial hippocampal neurons is still possible in the OATP1C1 knockout mouse or after application of levothyroxine (T4), a natural OATP1C1 substrate (Schnell et al., 2015). If this neuronal labeling was, as initially assumed, due to hypoxia-mediated hemichannels opening (Thompson et al., 2006), it should be prevented by application of a gap junction blocker. Although the intensity is slightly reduced, neurons in OATP1C1-deficent mice are still SR101-labeled after application of 100 μM CBX (Figures 2A,B,E). High concentration of SR101 (165 μM) applied at room temperature have been shown to preferentially label neurons in the hippocampus and locus coeruleus (Kantor et al., 2012). When testing this concentration in OATP1C1-deficient mice in the presence of CBX, we still observed neuronal labeling (Figures 2C,D), pointing towards an independent unknown SR101-uptake mechanism that is not present in astrocytes.

FIGURE 2
www.frontiersin.org

Figure 2. Neuronal labeling in the CA1 region of the hippocampus by SR101 does not require OATP1C1. (A) Labeling of slices from Oatp1c1 knock out mice (Mayerl et al., 2012) using 1 μM SR101 for 20 min at 34°C followed 10 min of de-staining in aCSF (Schnell et al., 2012). (B) Same protocol except that 100 μM of carbenoxolone (CBX) was added during the staining procedure. Note that labeling of neurons was not reduced by CBX. In (C,D) the staining procedure was altered and 165 μM SR101 was applied at room temperature (Kantor et al., 2012). This protocol leads to a much brighter staining of neurons (see lookup table that was used for all four panels) but not to a staining of astrocyte-like cells. Again application of 100 μM CBX did not block the neuronal labeling. (E) Statistical analysis of the fluorescence intensity of neurons. Threshold based pixel analysis using ImageJ software. The asterisks indicated significance between 165 μM and 1 μM SR101 treatments. ANOVA with all pairwise multiple comparison procedures (Holm-Sidak method; p < 0.05; n = 3 mice) using SigmaPlot software.

Excitatory Side Effects of the Labeling

It seems obvious that a substance that interferes with a multi-specific transporter in the brain will cause side effects if applied at high concentrations. Indeed, recent reports of increased neuronal excitability challenged the usefulness of SR101 for functional analysis (Kang et al., 2010). Even at a concentration as low as 1 μM, SR101 increased the excitability in slices, including induction of LTP that outlasted the application time (Kang et al., 2010). Others reported similar effects only at higher SR101 concentration (Fink et al., 2012). In vivo, epileptic activity could be induced by intra-hippocampal injection of small volumes of 10 μM SR101 (Kang et al., 2010) or topical application of 100 μM (Rasmussen et al., 2016). The mechanism of SR101-induced hyper-excitability remains to be determined, though SR101-induced LTP was due to amplification of NMDA-receptor mediated currents (Kang et al., 2010).

The fact that SR101 uses OATP1C1, a thyroid hormone transporter (Sugiyama et al., 2003; Friesema et al., 2005), for entering the astrocytes, does not offer a plausible explanation for the changes of excitability alone. An increase of the extracellular levothyroxine (T4) or triiodothyronine (T3) levels induced by the competition of SR101 with their uptake transporter is expected to reduce neural excitability rather than causing hyper-excitability (Losi et al., 2008; Cao et al., 2011).

On the other hand, sulfated steroids (DHEAS, Estron-3-sulfate (Schnell et al., 2012), and allopregnanolone sulfate (3α, 5α-tetrahydroprogesterone sulfate; 3α, 5α-THP sulfate) blocked the uptake of SR101 into hippocampal and cortical astrocytes (Figure 3). We postulate that the competition of SR101 with the natural uptake of sulfated neurosteroids can change neuronal activity by enhancement of NMDA-receptors and inhibition of GABAA-receptors (Gibbs and Farb, 2000). Since neurosteroids levels do vary in the brain depending on different factors like stress and estrus (Paul and Purdy, 1992) it is difficult to predict if changes in excitability are induced by SR101 at a certain experimental condition. On the other hand, it is tempting to speculate that such variation in neurosteroids levels can explain that side effects have been seen by some groups but not by others.

FIGURE 3
www.frontiersin.org

Figure 3. Effects of neurosteroids on SR101 uptake in the hippocampus. (A) Astroglial EGFP-fluorescence (green) and SR101-fluorescence (red) in the hippocampus after a staining in control conditions (1 μM SR101 for 20 min at 34°C). (B) Reduced SR101-labeling of hippocampal astrocytes when the neurosteroid allopregnanolone sulfate (APAS, 100 μM) was included in the staining solution. Both figures show maximum intensity projection 51 stacks (2 μm distance). (C–F) Images from single layer for EGFP (C,D) and SR101 (E,F). Note the reduction of the intensity of SR101 after application of APAS (F). (G–I) Statistical analysis: (G) The reduction of the SR101-intensity by 100 μM APAS is significant (Mann-Whitney Rank Sum Test; p = 0.032; n = 5 slices; 3 mice). (H) Additionally the number of SR101 positive cells than can be identified after APAS is reduced (t-Test; p = 0.040). (I) The APAS-induced reduction of SR101 intensity in EGFP-positive cells and EGFP-negative SR101 labeled cells is not different (Mann-Whitney Rank Sum Test; p = 0.548). Asterisks in (G,H) indicate significance (p < 0.05).

Conclusion

Given the limitations of the SR101 as mentioned above and summarized in Table 1, it is necessary to give a statement of caution. The use of SR101, without being aware of the caveats regarding cell type specificity and possible side effects, might affect the validity of research. Therefore, researchers should be encouraged to employ additional measures like electrophysiological whole-cell recordings of SR101-labeled cells and post hoc immunohistochemistry to confirm the specificity of SR101 staining in their experimental setting. To minimize excitatory side effects, the concentration of SR101 has to be kept as low as possible or the labeling procedure could be performed after the actual experiment.

TABLE 1
www.frontiersin.org

Table 1. The table summarizes labeling procedures that have been found to be not specific for astrocytes.

Ethics Statement

In accordance with the German Protection of Animals Act (Tierschutzgesetz; TierSchG §4 Abs. 3) all procedures were approved by the Animal Welfare Office of University Medical Center (file number T12/11).

Author Contributions

SH and CS designed experiments; SH, CS and LH conducted experiments; SH, CS and HH wrote the manuscript.

Funding

The study was supported by the Cluster of Excellence and Deutsche Forschungsgemeinschaft (DFG) Research Center Nanoscale Microscopy and Molecular Physiology of the Brain (CNMPB). We acknowledge support by the Open Access Publication Funds of the Göttingen University.

Conflict of Interest Statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

References

Appaix, F., Girod, S., Boisseau, S., Römer, J., Vial, J. C., Albrieux, M., et al. (2012). Specific in vivo staining of astrocytes in the whole brain after intravenous injection of sulforhodamine dyes. PLoS One 7:e35169. doi: 10.1371/journal.pone.0035169

PubMed Abstract | CrossRef Full Text | Google Scholar

Augustin, V., Bold, C., Wadle, S. L., Langer, J., Jabs, R., Philippot, C., et al. (2016). Functional anisotropic panglial networks in the lateral superior olive. Glia 64, 1892–1911. doi: 10.1002/glia.23031

PubMed Abstract | CrossRef Full Text | Google Scholar

Cahoy, J. D., Emery, B., Kaushal, A., Foo, L. C., Zamanian, J. L., Christopherson, K. S., et al. (2008). A transcriptome database for astrocytes, neurons and oligodendrocytes: a new resource for understanding brain development and function. J. Neurosci. 28, 264–278. doi: 10.1523/JNEUROSCI.4178-07.2008

PubMed Abstract | CrossRef Full Text | Google Scholar

Cao, J. H., Lin, H.-Y., Davis, F. B., Zhou, M., and Davis, P. J. (2011). L-Thyroxine attenuates pyramidal neuron excitability in rat acute prefrontal cortex slices. Immunol. Endocr. Metab. Agents Med. Chem. 11, 152–156. doi: 10.2174/187152211796642828

CrossRef Full Text | Google Scholar

Cina, C., and Hochman, S. (2000). Diffuse distribution of sulforhodamine-labeled neurons during serotonin-evoked locomotion in the neonatal rat thoracolumbar spinal cord. J. Comp. Neurol. 423, 590–602. doi: 10.1002/1096-9861(20000807)423:4<590::aid-cne5>3.0.co;2-l

PubMed Abstract | CrossRef Full Text | Google Scholar

Du, Y., Kiyoshi, C. M., Wang, Q., Wang, W., Ma, B., Alford, C. C., et al. (2016). Genetic deletion of TREK-1 or TWIK-1/TREK-1 potassium channels does not alter the basic electrophysiological properties of mature hippocampal astrocytes in situ. Front. Cell. Neurosci. 10:13. doi: 10.3389/fncel.2016.00013

PubMed Abstract | CrossRef Full Text | Google Scholar

Fink, S., Kovalchuk, Y., Homma, R., Schwendele, B., Direnberger, S., Cohen, L. B., et al. (2012). “In vivo functional imaging of the olfactory bulb at single-cell resolution,” in Neuronal Network Analysis: Concepts and Experimental Approaches, eds T. Fellin and M. Halassa (New York, NY: Springer), 21–43.

Google Scholar

Friesema, E. C., Jansen, J., and Visser, T. J. (2005). Thyroid hormone transporters. Biochem. Soc. Trans. 33, 228–232. doi: 10.1042/bst0330228

PubMed Abstract | CrossRef Full Text | Google Scholar

Gibbs, T. T., and Farb, D. H. (2000). Dueling enigmas: neurosteroids and sigma receptors in the limelight. Sci. STKE 2000:pe1. doi: 10.1126/scisignal.602000pe1

PubMed Abstract | CrossRef Full Text | Google Scholar

Griemsmann, S., Höft, S. P., Bedner, P., Zhang, J., von Staden, E., Beinhauer, A., et al. (2015). Characterization of panglial gap junction networks in the thalamus, neocortex and hippocampus reveals a unique population of glial cells. Cereb. Cortex 25, 3420–3433. doi: 10.1093/cercor/bhu157

PubMed Abstract | CrossRef Full Text | Google Scholar

Hagos, L., and Hülsmann, S. (2016). Unspecific labelling of oligodendrocytes by sulforhodamine depends on astrocytic uptake via the thyroid hormone transporter OATP1C1 (SLCO1C1). Neurosci. Lett. 631, 13–18. doi: 10.1016/j.neulet.2016.08.010

PubMed Abstract | CrossRef Full Text | Google Scholar

Hill, R. A., and Grutzendler, J. (2014). In vivo imaging of oligodendrocytes with sulforhodamine. Nat. Methods 11, 1081–1082. doi: 10.1038/nmeth.3140

PubMed Abstract | CrossRef Full Text | Google Scholar

Kafitz, K. W., Meier, S. D., Stephan, J., and Rose, C. R. (2008). Developmental profile and properties of sulforhodamine 101–Labeled glial cells in acute brain slices of rat hippocampus. J. Neurosci. Methods 169, 84–92. doi: 10.1016/j.jneumeth.2007.11.022

PubMed Abstract | CrossRef Full Text | Google Scholar

Kang, J., Kang, N., Yu, Y., Zhang, J., Petersen, N., Tian, G. F., et al. (2010). Sulforhodamine induces long-term potentiation of intrinsic excitability and synaptic efficacy in hippocampal CA1 pyramidal neurons. Neuroscience 169, 1601–1609. doi: 10.1016/j.neuroscience.2010.06.020

PubMed Abstract | CrossRef Full Text | Google Scholar

Kantor, C., Panaitescu, B., Kuribayashi, J., Ruangkittisakul, A., Jovanovic, I., Leung, V., et al. (2012). “Spontaneous neural network oscillations in hippocampus, cortex and locus coeruleus of newborn rat and piglet brain slices,” in Isolated Central Nervous System Circuits, ed. K. Ballanyi (New York, NY: Springer), 315–356.

Google Scholar

Konietzko, U., and Müller, C. M. (1994). Astrocytic dye coupling in rat hippocampus: topography, developmental onset and modulation by protein kinase C. Hippocampus 4, 297–306. doi: 10.1002/hipo.450040313

PubMed Abstract | CrossRef Full Text | Google Scholar

Lang, M. F., Salinin, S., Ridder, D. A., Kleesiek, J., Hroudova, J., Berger, S., et al. (2011). A transgenic approach to identify thyroxine transporter-expressing structures in brain development. J. Neuroendocrinol. 23, 1194–1203. doi: 10.1111/j.1365-2826.2011.02216.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Lichtman, J. W., Wilkinson, R. S., and Rich, M. M. (1985). Multiple innervation of tonic endplates revealed by activity-dependent uptake of fluorescent probes. Nature 314, 357–359. doi: 10.1038/314357a0

PubMed Abstract | CrossRef Full Text | Google Scholar

Losi, G., Garzon, G., and Puia, G. (2008). Nongenomic regulation of glutamatergic neurotransmission in hippocampus by thyroid hormones. Neuroscience 151, 155–163. doi: 10.1016/j.neuroscience.2007.09.064

PubMed Abstract | CrossRef Full Text | Google Scholar

Mayerl, S., Visser, T. J., Darras, V. M., Horn, S., and Heuer, H. (2012). Impact of Oatp1c1 deficiency on thyroid hormone metabolism and action in the mouse brain. Endocrinology 153, 1528–1537. doi: 10.1210/en.2011-1633

PubMed Abstract | CrossRef Full Text | Google Scholar

Meier, S. D., Kafitz, K. W., and Rose, C. R. (2008). Developmental profile and mechanisms of GABA- induced calcium signaling in hippocampal astrocytes. Glia 56, 1127–1137. doi: 10.1002/glia.20684

PubMed Abstract | CrossRef Full Text | Google Scholar

Nimmerjahn, A., and Helmchen, F. (2012). In vivo labeling of cortical astrocytes with sulforhodamine 101 (SR101). Cold Spring Harb. Protoc. 2012, 326–334. doi: 10.1101/pdb.prot068155

PubMed Abstract | CrossRef Full Text | Google Scholar

Nimmerjahn, A., Kirchhoff, F., and Helmchen, F. (2005). Resting microglial cells are highly dynamic surveillants of brain parenchyma in vivo. Science 308, 1314–1318. doi: 10.1126/science.1110647

PubMed Abstract | CrossRef Full Text | Google Scholar

Nimmerjahn, A., Kirchhoff, F., Kerr, J. N., and Helmchen, F. (2004). Sulforhodamine 101 as a specific marker of astroglia in the neocortex in vivo. Nat. Methods 1, 31–37. doi: 10.1038/nmeth706

PubMed Abstract | CrossRef Full Text | Google Scholar

Nishimura, T., Kubo, Y., Kato, Y., Sai, Y., Ogihara, T., and Tsuji, A. (2007). Characterization of the uptake mechanism for a novel loop diuretic, M17055, in Caco-2 cells: involvement of organic anion transporting polypeptide (OATP)-B. Pharm. Res. 24, 90–98. doi: 10.1007/s11095-006-9127-x

PubMed Abstract | CrossRef Full Text | Google Scholar

Nolte, C., Matyash, M., Pivneva, T., Schipke, C. G., Ohlemeyer, C., Hanisch, U. K., et al. (2001). GFAP promoter-controlled EGFP-expressing transgenic mice: a tool to visualize astrocytes and astrogliosis in living brain tissue. Glia 33, 72–86. doi: 10.1002/1098-1136(20010101)33:1<72::aid-glia1007>3.3.co;2-1

PubMed Abstract | CrossRef Full Text | Google Scholar

Orthmann-Murphy, J. L., Abrams, C. K., and Scherer, S. S. (2008). Gap junctions couple astrocytes and oligodendrocytes. J. Mol. Neurosci. 35, 101–116. doi: 10.1007/s12031-007-9027-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Paul, S. M., and Purdy, R. H. (1992). Neuroactive steroids. FASEB J. 6, 2311–2322.

PubMed Abstract | Google Scholar

Pirttimaki, T. M., and Parri, H. R. (2012). Glutamatergic input-output properties of thalamic astrocytes. Neuroscience 205, 18–28. doi: 10.1016/j.neuroscience.2011.12.049

PubMed Abstract | CrossRef Full Text | Google Scholar

Rasmussen, R., Nedergaard, M., and Petersen, N. C. (2016). Sulforhodamine 101, a widely used astrocyte marker, can induce cortical seizure-like activity at concentrations commonly used. Sci. Rep. 6:30433. doi: 10.1038/srep30433

PubMed Abstract | CrossRef Full Text | Google Scholar

Ridder, D. A., Lang, M. F., Salinin, S., Röderer, J. P., Struss, M., Maser-Gluth, C., et al. (2011). TAK1 in brain endothelial cells mediates fever and lethargy. J. Exp. Med. 208, 2615–2623. doi: 10.1084/jem.20110398

PubMed Abstract | CrossRef Full Text | Google Scholar

Schnell, C., Hagos, Y., and Hülsmann, S. (2012). Active sulforhodamine 101 uptake into hippocampal astrocytes. PLoS One 7:e49398. doi: 10.1371/journal.pone.0049398

PubMed Abstract | CrossRef Full Text | Google Scholar

Schnell, C., Shahmoradi, A., Wichert, S. P., Mayerl, S., Hagos, Y., Heuer, H., et al. (2015). The multispecific thyroid hormone transporter OATP1C1 mediates cell-specific sulforhodamine 101-labeling of hippocampal astrocytes. Brain Struct. Funct. 220, 193–203. doi: 10.1007/s00429-013-0645-0

PubMed Abstract | CrossRef Full Text | Google Scholar

Spassky, N., Olivier, C., Cobos, I., LeBras, B., Goujet-Zalc, C., Martínez, S., et al. (2001). The early steps of oligodendrogenesis: insights from the study of the plp lineage in the brain of chicks and rodents. Dev. Neurosci. 23, 318–326. doi: 10.1159/000048715

PubMed Abstract | CrossRef Full Text | Google Scholar

Stöhr, M., Vogt-Schaden, M., Knobloch, M., Vogel, R., and Futterman, G. (1978). Evaluation of eight fluorochrome combinations for simultaneous DNA-protein flow analyses. Stain Technol. 53, 205–215. doi: 10.3109/10520297809111467

PubMed Abstract | CrossRef Full Text | Google Scholar

Sugiyama, D., Kusuhara, H., Taniguchi, H., Ishikawa, S., Nozaki, Y., Aburatani, H., et al. (2003). Functional characterization of rat brain-specific organic anion transporter (Oatp14) at the blood-brain barrier: high affinity transporter for thyroxine. J. Biol. Chem. 278, 43489–43495. doi: 10.1074/jbc.M306933200

PubMed Abstract | CrossRef Full Text | Google Scholar

Thompson, R. J., Zhou, N., and MacVicar, B. A. (2006). Ischemia opens neuronal gap junction hemichannels. Science 312, 924–927. doi: 10.1126/science.1126241

PubMed Abstract | CrossRef Full Text | Google Scholar

Wasseff, S. K., and Scherer, S. S. (2011). Cx32 and Cx47 mediate oligodendrocyte:astrocyte and oligodendrocyte:oligodendrocyte gap junction coupling. Neurobiol. Dis. 42, 506–513. doi: 10.1016/j.nbd.2011.03.003

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: astrocytes, neurosteroids, thyroxine, sulforhodamine 101, imaging

Citation: Hülsmann S, Hagos L, Heuer H and Schnell C (2017) Limitations of Sulforhodamine 101 for Brain Imaging. Front. Cell. Neurosci. 11:44. doi: 10.3389/fncel.2017.00044

Received: 27 September 2016; Accepted: 09 February 2017;
Published: 28 February 2017.

Edited by:

Jonathan Mapelli, University of Modena and Reggio Emilia, Italy

Reviewed by:

Rheinallt Parri, Aston University, UK
Paolo Pozzi, University of Milano-Bicocca, Italy

Copyright © 2017 Hülsmann, Hagos, Heuer and Schnell. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution and reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Swen Hülsmann, shuelsm2@uni-goettingen.de

Present address: Christian Schnell, Biomedicine Division, School of Biosciences, Cardiff University, Cardiff, UK