Abstract
Mutations in the TM4SF2 gene, which encodes TSPAN7, cause a severe form of intellectual disability (ID) often comorbid with autism spectrum disorder (ASD). Recently, we found that TM4SF2 loss in mice affects cognition. Here, we report that Tm4sf2−/y mice, beyond an ID-like phenotype, display altered sociability, increased repetitive behaviors, anhedonic- and depressive-like states. Cognition relies on the integration of information from several brain areas. In this context, the lateral habenula (LHb) is strategically positioned to coordinate the brain regions involved in higher cognitive functions. Furthermore, in Tm4sf2−/y mice we found that LHb neurons present hypoexcitability, aberrant neuronal firing pattern and altered sodium and potassium voltage-gated ion channels function. Interestingly, we also found a reduced expression of voltage-gated sodium channel and a hyperactivity of the PKC-ERK pathway, a well-known modulator of ion channels activity, which might explain the functional phenotype showed by Tm4sf2−/y mice LHb neurons.
These findings support Tm4sf2−/y mice as useful in modeling some ASD-like symptoms. Additionally, we can speculate that LHb functional alteration in Tm4sf2−/y mice might play a role in the disease pathophysiology.
Keywords: Lateral habenula, TSPAN7, Intellectual disability, Autism spectrum disorder, Neurodevelopmental disorders
Highlights
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Tm4sf2−/y mice display ASD-like behaviors.
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LHb neurons of Tm4sf2−/y mice present altered firing pattern and excitability.
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Voltage-gated ion channels function is impaired in Tm4sf2−/y mice.
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PKC-ERK signaling is hyperactive in Tm4sf2−/y mice.
1. Introduction
Mutations in many genes have been linked to increased risk of developing ID and ASD so far (Mefford et al. 2012; Aspromonte et al. 2019), including the X-linked gene TM4SF2 which encodes for tetraspanin7 (TSPAN7) protein (Piton et al. 2011; Bassani et al. 2013; Penzes et al. 2013). Patients displaying mutated TM4SF2 gene are occasionally diagnosed for both pathologies (Piton et al. 2011), consistently with the existing comorbidity between ID and ASD (Oeseburg et al. 2011; Schwartz and Neri 2012).
TSPAN7 is widely expressed in the central nervous system (CNS) (Zemni et al. 2000) and belongs to the tetraspanins family of proteins. Tetraspanins are transmembrane proteins structurally composed by four transmembrane domains (TM), a small and a large extracellular loop (SEL and LEL, respectively), and intracellular N- and C-termini (Berditchevski 2001). Beyond the role in immune system, cancer progression and metastatic processes, recently tetraspanins gained much attention as synaptic regulators (Murru et al. 2018). Indeed, these proteins act as molecular facilitators interacting with other proteins, such as cell adhesion and signaling molecules (Bassani and Cingolani 2012; Termini and Gillette 2017; Moretto et al. 2019), membrane receptors (Lee et al. 2017; Murru et al. 2017), ion channels (Mallmann et al. 2013), and with each other (Charrin et al. 2014), forming the Tetraspanin Enriched Microdomains (TEMs). In this way, tetraspanins favor the clusterization of membrane protein and their chance of interactions.
Previously, we demonstrated that TSPAN7 is important for synapse formation and function, identifying protein interacting with C kinase 1 (PICK1) as a direct interactor of TSPAN7 (Bassani et al. 2012). Recently, using a knockout mouse model for Tm4sf2 (Tm4sf2−/y), we found that TSPAN7 plays a key role in hippocampal excitatory synapse formation, function and plasticity as well as in learning and memory (Murru et al. 2017).
In the last years, the lateral habenula (LHb) has emerged as an epithalamic region strategically positioned to integrate the information coming from different brain areas involved in a wide range of motivational, motor and higher order cognitive functions (Ji and Shepard 2007; Goutagny et al. 2013; Namboodiri et al. 2016; Benekareddy et al. 2018). In accordance, LHb has been reported to be involved in behavioral flexibility (Baker and Mizumori 2017; Mizumori and Baker 2017), sociability (Benekareddy et al. 2018), learning and memory (Lecourtier et al. 2004; Bromberg-Martin et al. 2010; Shumake et al. 2010) that are often impaired in ID and ASD patients (Moretto et al. 2018). Here, we report that Tm4sf2−/y mice, beyond an ID-like phenotype (Murru et al. 2017a), display altered sociability, increased repetitive behaviors, anhedonic- and depressive-like states. Furthermore, we found that LHb neurons of Tm4sf2−/y mice show reduced excitability, aberrant neuronal firing pattern and altered sodium and potassium voltage-gated ion channels function. Interestingly, we also found a reduced expression of voltage-gated sodium channel and a hyperactivity of the PKC-ERK pathway, a well-known modulator of ion channels activity, which might contribute to the functional phenotype showed by Tm4sf2−/y mice LHb neurons.
These findings indicate that Tm4sf2−/y mice phenocopy the behavioral alterations displayed by patients carrying tm4sf2 mutation, making it suitable to model the human pathology.
2. Materials and methods
2.1. Animals
C57Bl/6 Tm4sf2+/y and Tm4sf2−/y male mice were housed in polycarbonate cages with food and water ad libitum. Cob-bedding was changed weekly, and mice were maintained under a 12 h light cycle (lights on at 08:00) at 21 °C. All the experiments followed the guidelines established by the Italian Council on Animal Care and were approved by the Italian Government decree No. 747/2015-PR. All efforts were made to minimize the number of subjects used and their suffering. 6–12 mice per genotype were used for behavioral testing, 5–14 for electrophysiology and 3–9 mice per genotype for biochemical analysis.
2.2. Behavioral tests
All behavioral tests were performed on 60–90 days old male mice. The experiments were carried out during the light phase of the cycle. All the tasks were videotaped and then the parameters for the different tests were scored.
2.2.1. Repetitive self-grooming
Each mouse was individually placed into a standard empty cylinder (46 cm length × 23.5 cm wide × 20 cm high) and repetitive self-grooming behavior was assessed as previously described (McFarlane et al. 2008). The tests were performed in a ~ 40 lx illuminated room and the sessions were recorded with a front-mounted closed-circuit TV camera (Security Cameras Direct) placed at ~1 m from the cage. Sessions were videotaped for 20 min and the total time spent grooming during the last 10 min and the total number of grooming episodes were measured.
2.2.2. Marble-burying test
The marble-burying test is widely used to investigate repetitive behavior in mouse, taking advantage of the rodents inclination in digging (Amodeo et al. 2012; Silverman et al. 2015). After 1 h for room acclimation, each mouse was placed in a cage (26 × 20 × 14 cm) and subjected to 30 min of habituation. Afterwards, the mouse was removed and 20 marbles equally distributed were placed on top of the bedding (5 cm in depth). Finally, each mouse was placed again in the cage for 15 min and the buried marbles were counted, measuring also the latency to the first marble burial.
2.2.3. Tube dominance test
The Tube Dominance test assesses social dominance through the measurement of aggression. Tm4sf2+/y and Tm4sf2−/y mice were released into opposite ends of a clear, narrow tube, where they can freely interact. The mouse showing greater aggression will force its opponent out of the tube. Only when one mouse has all four paws out of the tube the match ended, and the animal remaining inside the tube is declared the winner. The aggressive behavior was scored as a percentage of wins on the total number of matches.
2.2.4. Three-chamber sociability test
The test apparatus was a rectangular, three-chambered transparent polycarbonate box (width = 42.5 cm; height = 22.2 cm; center chamber, length = 17.8; side chambers, length = 19.1 cm). The tested mouse was firstly placed in the center chamber allowing the exploration of the apparatus for 10 min (habituation). Afterwards, a stranger mouse was placed inside a cage in the left compartment while an empty cage (the object) was placed in the right one. The time spent interacting (sniffing) with the stranger mouse or the object was monitored for 10 min.
2.2.5. Sucrose preference test
In order to investigate the ability of mice to experience pleasure, their relative preference for sucrose over water was assessed using the two-bottle choice procedure. In this test, Tm4sf2+/y and Tm4sf2−/y mice were singly housed for six days. During the first two days, the animals had free access to one bottle containing water and the 24 h fluid intake was monitored. The next two days were used for habituating mice to the concomitant presence of two bottles (filled with water) and the total fluid intake was also monitored. In the last two days, mice had a free choice between two bottles, one with sucrose (1% in tap water) and another with the sole water. The position of bottles was switched every 24 h to avoid bias due to side preferences. Each day, bottles were weighed to determine intake level. Sucrose preference was defined as an average sucrose consumption level of 75% or higher. The sucrose preference was calculated as a percentage of the sucrose solution on the total fluid intake during the 24 h. Mice that showed a sucrose preference of 65% or below were considered anhedonic (Strekalova et al. 2006).
2.2.6. Tail suspension test
The tail suspension test is a behavioral test used to evaluate depressive-like state in mice. The test was conducted as previously described (Steru et al. 1985). Before the test, mice were placed to the testing room for new environment habituation (at least 1 h before testing), then were individually suspended at 35 cm above the table top on a suspension bar, using a paper adhesive tape placed approximately 1 cm from the tip of the tail. Mice were suspended for 6 min and the immobility duration was recorded by a video camera. The time spent in immobility was analyzed off line. Mice were considered immobile only when they hung passively and completely motionless.
2.3. Electrophysiology
Coronal slices (thickness, 270 μm) from Tm4sf2+/y and Tm4sf2−/y 40–60 days old male mice were prepared as previously described (Murru et al. 2017).
Slices containing the LHb were transferred to a recording chamber and perfused with artificial CSF (aCSF) at a rate of ~2 mL/min and at room temperature. Whole-cell patch-clamp electrophysiological recordings were performed with a Multiclamp 700B amplifier (Axon CNS Molecular Devices, USA) and using an infrared-differential interference contrast microscope (Nikon Eclipse FN1). Patch electrodes (borosilicate capillaries with a filament and an outer diameter of 1.5 μm; Sutter Instruments) were prepared with a four-step horizontal puller (Sutter Instruments) and had a resistance of 3–5 MΩ. Voltage- and Current-clamp experiments were performed using an intracellular solution containing (in mM): 126 K-gluconate, 4 NaCl, 1 EGTA, 1 MgSO4, 0.5 CaCl2, 3 ATP (magnesium salt), 0.1 GTP (sodium salt), 10 glucose, and 10 HEPES–KOH (pH 7.28), and as external solution a standard aCSF containing (in mM): 125 NaCl, 2.5 KCl, 1.25 NaH2PO4, 1 MgCl2, 2 CaCl2, 25 glucose, and mM NaHCO3 (pH 7.3), if not stated otherwise. The analysis of basal neuronal firing patterns were conducted at resting membrane potential (RMP) in whole-cell configuration according to the literature (Weiss and Veh 2011). To evaluate LHb neurons active and passive membrane properties, a series of depolarizing current steps (0–180 pA) were injected (20 pA per step, 1 s duration) to evoke AP firing. The AP frequency was correlated to the current injected in an input/output (I/O) curve. The AP accommodation has been calculated dividing the duration of the current step in ten bins and counting AP for each bin to obtain the instantaneous firing frequency. AP feature analysis were performed for the first and the last AP evoked by 100 pA current injection. Miniature excitatory and inhibitory post-synaptic currents (mEPSCs/mIPSCs) were recorded as previously described (Pizzamiglio et al. 2016). GABAB-GIRK currents were recorded in whole-cell voltage clamp configuration in presence of bicuculline (20 μM) and kynurenic acid (3 mM) to block GABAA and glutamatergic transmission respectively. GIRK currents were measured (at −50 mV holding potential) and were evoked by bath application of GABAB agonist baclofen (100 μM) and confirmed by antagonism with 1 mM Ba2+, a selective inhibitor of inward rectifiers K+ channels. Voltage-clamp recordings of voltage-gated Na+ currents (VGNC) were performed using standard aCSF supplemented with bicuculline (20 μM), kynurenic acid (3 mM) and Cadmium (100 μM) to block GABAA receptors, glutamatergic transmission and voltage-gated Ca2+ channels, respectively. Capillaries were filled with an internal solution containing (in mM): 140 CsCl, 2 MgCl2, 1 CaCl2, 10 EGTA, 10 HEPES-CsOH, 2 ATP (disodium salt) (pH 7.3 with CsOH). VGNC were elicited by 5 mV steps (10 ms) from −50 to +70 mV and neurons were held at −40 mV. VGNC inactivation curves were constructed by recording the peak currents amplitude evoked by 20 ms test pulses to −20 mV, after 100 ms pre-pulses to potentials over the range of −80 to 25 mV (5 mV steps).
Voltage-gated K+ channels-mediated currents (VGKC) were recorded using aCSF as for VGNC. Total VGKC (Ktotal) were evoked through 10 mV voltage steps (1 s, from −50 to +40 mV) preceded by 500 ms hyperpolarization pre-pulse (from −50 to -100 mV) while sustained VGKC (D-type) were evoked inactivating the transient component (A-type) by using a 30 mV depolarizing pre-pulse step (from −50 to −20 mV). The A-type current was obtained by digital subtraction of the D-type from the Ktotal. VGKC inactivation curve were constructed by recording the currents peak amplitude evoked by 250 ms to +40 mV after 1.5 s pre-pulses to potentials over the range of −110 to 80 mV (10 mV steps). VGNC and VGKC peak currents were expressed through current density obtained dividing the peak current with neuron capacitance.
Currents were amplified, filtered at 5 kHz and digitized at 20 kHz. All the analyses were performed offline with Clampfit 10.1 software.
2.4. Real-time PCR
mRNA from Tspan7+/y and Tspan7−/y hippocampi and habenulae was extracted using Nucleozol reagent following manufacturer instructions (Macherey Nagel). 1.5 μg of extracted mRNA was used to synthetize cDNA using SuperScript VILO cDNA Synthesis Kit (Thermo Fisher).
TSPAN7 and α-actin (endogenous control) were amplified from 60 ng of cDNA in the presence of SYBR Green PCR Master Mix (Applied Biosystems) using Applied Biosystems 7000 Real-Time thermocycler. Primer sequences were as follows: TSPAN7 Fw (ACCAGTTTTATGGAGACTAACATGG), TSPAN7 Rev. (AGCAGCATGCCAATCAACT), α-actin Fw (AGATGACCCAGATCATGTTTGAGA), α-actin Rev. (CCTCGTAGATGGGCACAGTGT).
Each sample was run in triplicate, and the results were calculated using the ΔΔCT method to allow the normalization of each sample to the internal standard and comparison with the calibrator.
2.5. Western blot
For the analyses of activated ERK, habenulae from Tm4sf2+/y and Tm4sf2−/y mice were dissected and homogenized in RIPA modified buffer (20 mM Tris, 150 mM NaCl, 1 mM EDTA, 1% NP40, 1% Triton X-100, protease inhibitors, pH 7.5).
For the analyses of ion channels, habenulae from Tm4sf2+/y and Tm4sf2−/y mice were dissected and membrane protein concentrated. Briefly, tissues were lysed in 10 volumes of homogenization buffer (0.32 M sucrose, 10 mM HEPES pH 7.4, 2 mM EDTA, protease inhibitors) and centrifuged at 1000 rpm for 10 min at 4 °C. Supernatants were centrifuged at 50,000 rpm for 30 min at 4 °C and the pellet re-suspended in homogenization buffer. Centrifugation was repeated for 15 min to yield crude membrane pellet. Pellet was re-suspended in RIPA modified buffer.
For each sample, 30 μg of proteins were loaded into polyacrylamide gel for western blotting analyses. The following primary antibodies were used: NaV1.1 (Alomone Labs, 1:200), NaV1.6 (Sigma Aldrich, 1:200), Kv4.2 (Sigma Aldrich, 1:200), α-tubulin (Sigma Aldrich, 1:40000), α-ERK (Cell Signaling, 1:1000), α-pERK (Cell Signaling, 1:1000).
Horseradish peroxidase-conjugated secondary antibodies (GE Healthcare) were used and results visualized with ChemiDoc XRS+ System (BioRad) and analyzed by the Image Lab software.
2.6. PKC kinase activity assay
To evaluated the Kinase activity of PKC, brain samples from Tm4sf2+/y and Tm4sf2−/y mice were homogenized in Lysis Buffer (20 mM MOPS, 50 mM β-glycerolphosphate, 50 mM sodium fluoride, 1 mM sodium orthovanadate, 5 mM EGTA, 2 mM EDTA, 1% NP40, 1 mM DTT, protease inhibitor) and analyzed by PKC Kinase Activity Assay Kit (Abcam), accordingly to manufacturer's instructions. Positive (purified active PKC) and negative controls were used. Each sample was loaded in triplicate. Samples absorbance was measured at 450 nm with microplate reader GloMax (Promega).
2.7. Statistical analysis
The data are represented as mean ± SEM. All statistical analyses were conducted using GraphPad Prism. The statistical tests used are t-test and repeated-measures (RM) two-way ANOVA. For the tube test only was used the Fisher's exact probability test. The specific statistical test used is listed within Results with “n” values indicating the number of neurons recorded and/or mice used. V1/2 values were obtained from Boltzmann fit of voltage dependence of activation or inactivation VGNC and VGKC. For statistical significance, p values <0.05 were used.
3. Results
3.1. Tm4sf2−/y mice display ASD-like behaviors
Patients with mutations in TM4SF2 gene have been often diagnosed also for ASD (Piton et al. 2011). For this reason, we subjected Tm4sf2−/y mice to several tests in order to identify an ASD-like phenotype. Firstly, we analyzed Tm4sf2+/y and Tm4sf2−/y mice for repetitive and stereotyped behaviors through self-grooming and marble-burying tests. Tm4sf2−/y mice displayed increased self-grooming behavior in terms of self-grooming episodes and duration (Fig. 1 A) (Self-grooming episodes (N°): Tm4sf2+/y: 5.14 ± 0.59 vs Tm4sf2−/y: 15.33 ± 1.36, ***P < 0.001 unpaired t-test; Self-grooming duration (s): Tm4sf2+/y: 68.71 ± 7.43 vs Tm4sf2−/y: 129.90 ± 12.50, **P < 0.01 unpaired t-test; nmice = 7–12) and buried less marbles with an increased latency (Fig. 1 B, C) (buried marbles (N°): Tm4sf2+/y: 5.67 ± 2.06 vs Tm4sf2−/y: 1.75 ± 0.52, *P < 0.05 unpaired t-test; latency (s): Tm4sf2+/y: 165.30 ± 21.92 vs Tm4sf2−/y: 495.40 ± 99.22, *P < 0.05 unpaired t-test; nmice = 6–12). Moreover, the social dominance of Tm4sf2+/y and Tm4sf2−/y mice, evaluated by using the tube test, was equal between genotypes (Fig. 1 D, E) (percentage of wins (%): Tm4sf2+/y: 44 vs Tm4sf2−/y: 56; nmice = 6–12, P > 0.05 Fisher's exact probability test).
Next, Tm4sf2+/y and Tm4sf2−/y mice were evaluated for social behavior through the 3-chamber sociability test (Fig. 1 F). The 3-chamber test is widely used to assess sociability in rodents, taking advantage of the natural mice inclination in spending more time with another rodent (sociability) than with an inanimate object. The mouse was tested in a three-chambered box with openings between the chambers. At first, a stranger mouse was placed inside a small cage in the left chamber, while an empty cage (the object) was positioned in the right one. The time spent investigating (sniffing) the target mouse or the object was continuously scored for 10 min. Tm4sf2−/y mice spent equal time investigating the stranger mouse and the object compared to Tm4sf2+/y mice (Fig. 1 G) (time sniffing object (s): Tm4sf2+/y: 77.53 ± 8.13 vs Tm4sf2−/y: 92.94 ± 9.41; time sniffing mouse (s): Tm4sf2+/y: 116.90 ± 12.67 vs Tm4sf2−/y: 89.66 ± 7.20; nmice = 12–14, *P < 0.05 unpaired t-test), suggesting an impaired social behavior. Social relationship in mammals is a highly rewarding experience, and the anhedonia for social interaction is one of the symptoms experienced by ASD patients (Chevallier et al. 2012a; Novacek et al. 2016). To evaluate the capacity of Tm4sf2−/y mice to experience pleasure, we used the two-bottle choice paradigm, where mice were trained to drink water or water with 1% sucrose (Fig. 1 H). Naturally, rodents display a preference for 1% sucrose respect to the sole water. Tm4sf2−/y mice showed a significant reduction in the sucrose preference (Fig. 1 I) (Sucrose preference 1st day (%): Tm4sf2+/y: 78.53 ± 3.79 vs Tm4sf2−/y: 62.02 ± 6.44, *P < 0.05 unpaired t-test; Sucrose preference 2nd day (%): Tm4sf2+/y: 84.10 ± 2.78 vs Tm4sf2−/y: 62.87 ± 5.98, **P < 0.01 unpaired t-test; nmice = 7 per group) despite an equal fluid intake during the task (Fig. 1 L) (Fluid intake (mL): Tm4sf2+/y: nmice = 7 vs Tm4sf2−/y: nmice = 7 P > 0.05 two-way ANOVA RM, F(5;60) = 1.22). This data demonstrated that Tm4sf2−/y mice are anhedonic compared to Tm4sf2+/y mice. Finally, to evaluate a possible depressive-like state, we subjected Tm4sf2+/y and Tm4sf2−/y mice to the tail suspension test (Fig. 1 M) and we found a depressive-like behavior in Tm4sf2−/y compared to Tm4sf2+/y mice (Fig. 1 N) (Immobility (s): Tm4sf2+/y: 107.70 ± 7.70 vs Tm4sf2−/y: 134.20 ± 6.76; nmice = 11–13, *P < 0.05 unpaired t-test).
Taken together, these results demonstrated that Tm4sf2−/y mice show ASD-like behaviors.
3.2. Altered LHb neuronal firing pattern in Tm4sf2−/y mice
Recently, the LHb has been described as an important brain area in coordinating several brain regions involved in cognitive-related behaviors and we found that TSPAN7 is expressed in the mouse habenula (Fig. 2 A, B). Therefore, we evaluated whether TSPAN7 absence affects LHb neuronal activity in Tm4sf2−/y mice. We analyzed LHb glutamatergic neurons given their predominance respect to the GABAergic ones (Lecca et al. 2014) and for their involvement in psychiatric disorders (Meye et al. 2015; Lecca et al. 2016; Tchenio et al. 2017; Li et al. 2019; Valentinova et al. 2019). Since TSPAN7 is an important player in AMPA receptors trafficking in hippocampus (Murru et al. 2017), we recorded mEPSCs from LHb glutamatergic neurons. Surprisingly, we did not found alterations nor in frequency neither in amplitude of mEPSCs between genotypes (Fig. 2 C, D) (mEPSCs Amplitude (pA): Tm4sf2+/y: 15.40 ± 1.26 vs Tm4sf2−/y: 14.62 ± 1.81; mEPSCs Frequency (pA): Tm4sf2+/y: 1.69 ± 0.37 vs Tm4sf2−/y: 1.38 ± 0.36; nneurons = 5–7, nmice = 3; P > 0.05 unpaired t-test). Additionally, we analyzed inhibitory inputs onto LHb neurons recording mIPSCs and GABAB-mediated GIRK potassium currents. Also in this case no changes has been detected in Tm4sf2−/y mice (Fig. 2 E-H) (mIPSCs Amplitude (pA): Tm4sf2+/y: 23.35 ± 1.82 vs Tm4sf2−/y: 32.95 ± 4.65; mIPSCs Frequency (pA): Tm4sf2+/y: 1.15 ± 0.12 vs Tm4sf2−/y: 0.86 ± 0.12; nneurons = 8–18, nmice = 3–4; P > 0.05 unpaired t-test; GABAB-GIRK currents (pA): Tm4sf2+/y: 64.43 ± 10.21 vs Tm4sf2−/y: 54.09 ± 12.05; nneurons = 11–14, nmice = 4; P > 0.05 unpaired t-test).
LHb glutamatergic neurons show four different firing patterns, namely tonic regular, tonic irregular, silent and burst (Weiss and Veh 2011). Interestingly, we found that Tm4sf2−/y mice present a strong reduction in the number of LHb tonic regular firing neurons and a concomitant significant increase in the number of silent neurons with respect to Tm4sf2+/y mice. Noteworthy, even if not statistical significant, we noticed that tonic irregular firing neurons almost doubled in Tm4sf2−/y mice respect to Tm4sf2+/y mice (Fig. 3 A-E) (LHb tonic regular firing neurons (%): Tm4sf2+/y: 45.77 ± 8.30 vs Tm4sf2−/y: 12.29 ± 3.45, **P < 0.01 unpaired t-test; LHb tonic irregular firing neurons (%): Tm4sf2+/y: 17.32 ± 4.94 vs Tm4sf2−/y: 33.87 ± 8.75; LHb silent neurons (%): Tm4sf2+/y: 23.18 ± 6.10 vs Tm4sf2−/y: 43.04 ± 6.41, **P < 0.01 unpaired t-test; LHb burst firing neurons (%): Tm4sf2+/y: 13.72 ± 5.55 vs Tm4sf2−/y: 10.80 ± 4.97; nneurons = 64–68, nmice = 10–14). Additionally, we analyzed the resting membrane potential (RMP) for neurons belonging to each category and we did not find differences between genotypes (Fig. 3 F) (LHb tonic regular RMP (mV): Tm4sf2+/y: −47.13 ± 1.17 vs Tm4sf2−/y: −47.64 ± 1.54; LHb tonic irregular RMP (mV): Tm4sf2+/y: −44.54 ± 1.77 vs Tm4sf2−/y: −46.95 ± 0.94; LHb silent RMP (mV): Tm4sf2+/y: −51.47 ± 1.25 vs Tm4sf2−/y: −53.79 ± 1.18; LHb burst RMP (mV): Tm4sf2+/y: −57.25 ± 1.82 vs Tm4sf2−/y: −54.98 ± 1.26; nneurons = 64–68, nmice = 10–14, unpaired t-test). All together, these results demonstrated that TSPAN7 absence affects LHb neuronal firing pattern.
3.3. Altered LHb neuronal excitability and AP features in Tm4sf2−/y mice
Afterwards, we analyzed AP basal firing at RMP concentrating our attention in tonic regular, irregular and bursting neurons since the silent ones are not active at RMP. We found a decreased AP firing frequency in Tm4sf2−/y mice compared to Tm4sf2+/y mice (Fig. 4 A, B) (AP frequency (Hz): Tm4sf2+/y: 6.96 ± 0.83 vs Tm4sf2−/y: 3.67 ± 0.46; nneurons = 36–55, nmice = 10; ***P < 0.001 unpaired t-test). In accordance, current-clamp experiments showed a huge decrease in AP firing frequency upon depolarizing current injection at the majority of current steps tested (AP frequency (Hz): Tm4sf2+/y: nneurons = 32 vs Tm4sf2−/y: nneurons = 41 ***P < 0.001 two-way ANOVA RM, F(1;639) = 16.57; nmice = 6–8), and strong AP frequency accommodation in Tm4sf2−/y mice (Fig. 4 C-E) (AP instantaneous frequency (Hz): Tm4sf2+/y: nneurons = 32 vs Tm4sf2−/y: nneurons = 41 **P < 0.01 two-way ANOVA RM, F(1;630) = 13.12; nmice = 6–8). To study more in details neuronal excitability, we analyzed also the features of the first and the last AP evoked by the 1 s injection of 100 pA depolarizing current (Fig. 4 F). This analysis showed no changes for AP threshold between genotypes (Fig. 4 G) (1st AP treshold (mV): Tm4sf2+/y: −35.44 ± 1.41 vs Tm4sf2−/y: −35.63 ± 0.92; last AP treshold (mV): Tm4sf2+/y: −30.38 ± 1.26 vs Tm4sf2−/y: −28.76 ± 1.02; nneurons = 32–40, nmice = 6–8; P > 0.05 unpaired t-test), while AP amplitude decreased only for the last AP evoked in Tm4sf2−/y mice (Fig. 4 H) (1st AP amplitude (mV): Tm4sf2+/y: 63.98 ± 2.17 vs Tm4sf2−/y: 63.58 ± 1.77, P > 0.05 unpaired t-test; last AP amplitude (mV): Tm4sf2+/y: 53.41 ± 1.99 vs Tm4sf2−/y: 43.71 ± 2.81, **P < 0.01 unpaired t-test; nneurons = 32–40, nmice = 6–8). On the other hand, we highlighted an increased AP width in Tm4sf2−/y mice (Fig. 4 I) (1st AP width (ms): Tm4sf2+/y: 0.75 ± 0.05 vs Tm4sf2−/y: 0.94 ± 0.06, *P < 0.05 unpaired t-test; last AP width (ms): Tm4sf2+/y: −1.03 ± 0.07 vs Tm4sf2−/y: 2.47 ± 0.37, **P < 0.01 unpaired t-test; nneurons = 32–40, nmice = 6–8) that suggested alterations in AP kinetic. As expected, AP kinetic analysis showed a decreased maximum rise (1st AP maximum rise slope (mV/ms): Tm4sf2+/y: 221.20 ± 13.83 vs Tm4sf2−/y: 178.20 ± 10.18, *P < 0.05 unpaired t-test; last AP maximum rise slope (mV/ms): Tm4sf2+/y: 140.40 ± 11.06 vs Tm4sf2−/y: 87.11 ± 12.21, **P < 0.01 unpaired t-test; nneurons = 32–40, nmice = 6–8) and maximum decay slope (1st AP maximum decay slope (mV/ms): Tm4sf2+/y: 119.50 ± 8.71 vs Tm4sf2−/y: 96.67 ± 7.22, *P < 0.05 unpaired t-test; last AP maximum decay slope (mV/ms): Tm4sf2+/y: 86.61 ± 6.71 vs Tm4sf2−/y: 60.58 ± 8.03, *P < 0.05 unpaired t-test; nneurons = 32–40, nmice = 6–8) in Tm4sf2−/y mice for the first and the last AP evoked (Fig. 4 L, M). Collectively, these results suggested a reduced excitability and slower AP kinetics of Tm4sf2−/y mice LHb neurons.
3.4. Tonic firing neurons are the mainly affected for neuronal excitability and AP features in Tm4sf2−/y mice
Since we noticed an altered firing pattern of Tm4sf2−/y mice LHb neurons, we repeted the current-clamp experiment at the light of firing pattern neuronal categories. In accordance with the previous experiment (Fig. 4 C, D), we found a significant reduction in AP firing frequency of LHb tonic regular firing and silent neurons and a downtrend, even if not significant, for tonic irregular neurons in Tm4sf2−/y mice (Fig. 5 A-C) (AP frequency tonic regular neurons (Hz): Tm4sf2+/y: nneurons = 15 vs Tm4sf2−/y: nneurons = 9 ***P < 0.001 two-way ANOVA RM, F(1;207) = 9.95; nmice = 7–9; AP frequency tonic irregular neurons (Hz): Tm4sf2+/y: nneurons = 4 vs Tm4sf2−/y: nneurons = 9 P > 0.05 two-way ANOVA RM, F(1;99) = 1.096; nmice = 7–9; AP frequency silent neurons (Hz): Tm4sf2+/y: nneurons = 6 vs Tm4sf2−/y: nneurons = 11 * P < 0.05 two-way ANOVA RM, F(1;117) = 6.23; nmice = 7–9). Furthermore, we analyzed the AP features of the first AP evoked by 100 pA of current injection for each category. Interestingly, we found no changes for AP treshold and amplitude in Tm4sf2−/y mice (Fig. 5 D-E), while AP half-width increased in tonic regular and irregular LHb neurons (Fig. 5 F) (1st AP width tonic regular (ms): Tm4sf2+/y: 0.62 ± 0.06 vs Tm4sf2−/y: 1.03 ± 0.12, **P < 0.01 unpaired t-test, nneurons = 9–16, nmice = 7–9; 1st AP width tonic irregular (ms): Tm4sf2+/y: 0.58 ± 0.11 vs Tm4sf2−/y: 1.06 ± 0.05, ***P < 0.001 unpaired t-test, nneurons = 4–9, nmice = 7–9). Concerning AP kinetic, in Tm4sf2−/y mice we noticed a reduction in the rise and decay slopes of tonic irregular neurons while tonic regular neurons displayed a downtrend for the rise slope and a significant reduction for the decay slope (Fig. 5 G, H) (AP maximum rise slope tonic regular neurons (mV/ms): Tm4sf2+/y: 235.10 ± 18.49 vs Tm4sf2−/y: 188.40 ± 21.97, P > 0.05 unpaired t-test, nneurons = 9–17, nmice = 7–9; AP maximum decay slope tonic regular neurons (mV/ms): Tm4sf2+/y: 140.40 ± 13.87 vs Tm4sf2−/y: 93.58 ± 15.47, *P < 0.05 unpaired t-test, nneurons = 9–17, nmice = 7–9; AP maximum rise slope tonic irregular neurons (mV/ms): Tm4sf2+/y: 233.90 ± 27.59 vs Tm4sf2−/y: 140.30 ± 11.47, **P < 0.01 unpaired t-test, nneurons = 4–9, nmice = 7–9; AP maximum decay slope tonic irregular neurons (mV/ms): Tm4sf2+/y: 134.20 ± 25.13 vs Tm4sf2−/y: 73.47 ± 4.92, **P < 0.01 unpaired t-test, nneurons = 4–9, nmice = 7–9;).
Collectively, these results highlighted altered AP firing frequency and kinetic in Tm4sf2−/y mice, indicating tonic regular and irregular neurons as the mainly affected categories in Tm4sf2−/y mice.
3.5. Tm4sf2−/y mice display altered sodium and potassium voltage-gated channel function in LHb neurons
Sodium and potassium voltage-gated channels (VGNC and VGKC, respectively) are key players in regulating neuronal excitability (Goldman et al. 2001; Hill 2001; Milescu et al. 2010; Amendola et al. 2012; Lin et al. 2019). For this reason, we analyzed VGNC and VGKC function in LHb neurons of Tm4sf2−/y mice. Applying classic voltage-clamp protocols (Fig. 6 A) we found that Tm4sf2−/y mice LHb neurons displayed a strong reduction in the total VGNC-mediated current (VGNC current density (pA/pF): Tm4sf2+/y: nneurons = 12 vs Tm4sf2−/y: nneurons = 15 ***P < 0.001 two-way ANOVA RM, F(24;600) = 5.44; nmice = 3 per group) and a delay in their activation (V1/2 (mV): Tm4sf2+/y: −33.13 ± 0.82 vs Tm4sf2−/y: −27.75 ± 0.93 nneurons = 12–15, nmice = 3; ***P < 0.001 unpaired t-test) and inactivation kinetic (V1/2 (mV): Tm4sf2+/y: −48.69 ± 0.31 vs Tm4sf2−/y: −45.79 ± 0.42 nneurons = 12–15, nmice = 3; ***P < 0.001 unpaired t-test) with respect to Tm4sf2+/y mice (Fig. 6 B-G). Interestingly, we found that VGKCs were regulated in the opposite fashion with respect to VGNCs in Tm4sf2−/y mice. Indeed, an increase in the total current (Ktotal) in Tm4sf2−/y mice LHb neurons has been noticed (Fig. 6 H-L) (VGKC current density (pA/pF): Tm4sf2+/y: nneurons = 11 vs Tm4sf2−/y: nneurons = 15 **P < 0.05 two-way ANOVA RM, F(9;216) = 3.51; nmice = 3–4). Moreover, being VGKC classified as non-inactivating delayed rectifiers (D-type) or rapidly activating/inactivating channels (A-type), we decided to investigate both of them. We applied a specific voltage-clamp protocol in order to inactivate the A-type component and record exclusively the D-type. After a digital subtraction, we extrapolated and analyzed the A-type component and we found it increased in Tm4sf2−/y mice LHb neurons (A-type current density (pA/pF): Tm4sf2+/y: nneurons = 11 vs Tm4sf2−/y: nneurons = 15 ***P < 0.001 two-way ANOVA RM, F(9;207) = 6.90; nmice = 3–4), while the D-type were unaffected (Fig. 6 M-R; Fig. 4 M-R) (D-type current density (pA/pF): Tm4sf2+/y: nneurons = 11 vs Tm4sf2−/y: nneurons = 15 P > 0.05 two-way ANOVA RM, F(9;216) = 0.86; nmice = 3–4). We also found that VGKC activated at more hyperpolarized potentials in Tm4sf2−/y compared to Tm4sf2+/y mice (V1/2 (mV): Tm4sf2+/y: −4.38 ± 1.93 vs Tm4sf2−/y: −19.18 ± 6.76 nneurons = 11–15, nmice = 3–4; *P < 0.05 unpaired t-test), with no change in inactivation kinetic (Fig. 6 S-V) (V1/2 (mV): Tm4sf2+/y: −10.80 ± 2.16 vs Tm4sf2−/y: −10.90 ± 2.26 nneurons = 11–15, nmice = 3–4; P > 0.05 unpaired t-test). Our results suggested that the alterations in LHb neuronal firing activity described in Tm4sf2−/y mice could be the effect of an aberrant voltage-gated ion channels (VGIC) function.
3.6. TSPAN7 loss of function alters VGNC expression and PKC-ERK signaling
Since our results pinpoint on ion channels altered expression in the LHb, we quantified by western blot the habenular expression levels of some VGNC and VGKC subunits in Tm4sf2+/y and Tm4sf2−/y mice. Interestingly, we found a significant reduction for Nav1.6 subunit expression in Tm4sf2−/y mice, while no alteration in VGNC NaV1.1 and VGKC Kv4.2 subunits have been detected (Fig. 7 A) (Nav1.1/α-tubulin: Tm4sf2+/y: 1.00 ± 0.05 vs Tm4sf2−/y: 0.84 ± 0.07, nmice = 3–5; P > 0.05 unpaired t-test with Welch's correction; Nav1.6/α-tubulin: Tm4sf2+/y: 1.00 ± 0.15 vs Tm4sf2−/y: 0.61 ± 0.04, nmice = 5–9; P < 0.05 unpaired t-test with Welch's correction; Kv4.2/α-tubulin: Tm4sf2+/y: 1.00 ± 0.25 vs Tm4sf2−/y: 0.63 ± 0.11, nmice = 4–6; P > 0.05 unpaired t-test with Welch's correction). Furthermore, we previously found that TSPAN7 modulates PICK1 function (Bassani et al. 2012; Murru et al. 2017) that, in turn, is involved in protein kinase C (PKC)-dependent regulation of ion channels (Hu et al. 2010). Therefore, we analyzed if the function of PKC and, one of its substrates, extracellular signal-regulated kinase (ERK), was affected by TSPAN7 absence in the LHb. Strikingly, we found that PKC and ERK were both hyperactivated in Tm4sf2−/y mice (Fig. 7 B, C) (PKC activity: Tm4sf2+/y: 1.00 ± 0.24 vs Tm4sf2−/y: 2.08 ± 0.24, nmice = 6 per group; **P < 0.01 unpaired t-test; ERK activity (pERK/ERK): Tm4sf2+/y: 1.00 ± 0.06 vs Tm4sf2−/y: 1.15 ± 0.02, nmice = 7 per group; *P < 0.05 unpaired t-test). These data demonstrated a decreased expression of VGNC and an increased PKC-ERK signaling that might lead to altered phosphorylation of VGNC and VGKC and, as final result, to an aberrant LHb neuronal firing pattern in Tm4sf2−/y compared to Tm4sf2+/y mice.
4. Discussion
This work stems from the evidence that TM4SF2 gene mutations are correlated to ID and ASD (Piton et al. 2011; Bassani et al. 2013; Penzes et al. 2013). The comorbidity between ID and ASD is well documented with 10% of ID patients showing autistic features and 70% of autistic people presenting ID (Oeseburg et al. 2011; Schwartz and Neri 2012). Consistently, we found an ID-like phenotype (Murru et al. 2017), decreased sociability and increased self-grooming. Unexpectedly, the marble-burying test showed a decrease in the number of marbles buried by Tm4sf2−/y mice compared to WT mice, while we expected an increase, coherently with a stereotypy-like behavior. This result could be explained by the propensity of Tm4sf2−/y mice in spending more time doing self-grooming, and/or by a reduced interest for the environment, similar to what ASD patients experience (Pierce and Courchesne 2001; Kawa and Pisula 2010). Moreover, the marble-burying test has been also used to evaluate the anxiety-like behaviors in mice (Huang et al. 2018), then our data might also suggest reduced anxiety in Tm4sf2−/y mice. This is not the case, indeed we previously demonstrated no differences in the light and dark test (Murru et al. 2017), widely used to detect anxiety-like behaviors in mice (Hascoët et al. 2001; Liu et al. 2007; Huang et al. 2018). Furthermore, Tm4sf2−/y mice showed anhedonia- and depressive-like states. This is not very surprising, since one of the main hypothesis regarding ASD social avoidance is the inability of autistic people to experience pleasure from social relationship (Chevallier et al. 2012b). However, recently, this hypothesis has been extended also to non-social stimuli (Clements et al. 2018). Additionally, ASD patients have three to four times higher probability to experience depression (Hudson et al. 2019), suggesting that these pathologies might share common pathophysiological mechanisms.
Interestingly, the LHb is emerging as a strategic brain region that coordinates several areas involved in sociability, repetitive behaviors, anhedonia- and depressive-like states, such as ventral tegmental area (VTA), substantia nigra pars compacta (SNc) and raphe nuclei (Hu et al. 2020). Intriguingly, LHb is also involved in learning, memory and behavioral flexibility (Lecourtier et al. 2004; Baker et al. 2015; Mathis et al. 2015; Mathis and Lecourtier 2017), suggesting an interplay with the hippocampus. Despite a LHb-hippocampal direct connection has not been described, several studies suggested that these regions could interact through theta waves neuronal coherence (Aizawa et al. 2013; Goutagny et al. 2013; Baker et al. 2019). Moreover, an altered LHb-hippocampal neuronal coherence could affect learning and memory in rodents (Goutagny et al. 2013). All these suggestions allowed us to hypothesize that an altered LHb function could be present in Tm4sf2−/y mice.
We analyzed LHb glutamatergic neurons given their higher predominance (Lecca et al. 2014) and their involvement in neuropsychiatric disorders (Meye et al. 2015; Lecca et al. 2016; Tchenio et al. 2017; Li et al. 2019; Valentinova et al. 2019). Firstly, we analyzed excitatory and inhibitory synaptic inputs in terms of mEPSCs/mIPSCs and GABAB-mediated GIRK potassium currents founding no changes between genotypes. This was extremely surprising for us, since we previously demonstrated reduced amplitude and frequency of mEPSCs in hippocampus (Murru et al., 2017), due to the role of TSPAN7 in PICK1-mediated trafficking of GluA2-containing AMPA receptors. However, glutamatergic input onto LHb mainly relies on GluA2-lacking AMPARs (Li et al. 2011; Maroteaux and Mameli 2012), thus supporting the unchanged mEPSCs amplitude and frequency in Tm4sf2−/y mice.
Furthermore, we found a decreased number of LHb tonic regular firing neurons accompanied by a concomitant increase of silent neurons in Tm4sf2−/y mice. Noteworthy, even if not statistical significant, tonic irregular firing neurons almost doubled in Tm4sf2−/y mice. Interestingly, an altered LHb firing pattern is correlated to psychiatric diseases, such as depression (Cui et al. 2018; Yang et al. 2018). We also found a decreased firing activity and an increased spiking accommodation in Tm4sf2−/y mice LHb neurons that correlated with learning defects (Tombaugh et al. 2005). In accordance, LHb inactivation impairs hippocampal-dependent memory processes (Goutagny et al. 2013).
Afterwards, we found decreased AP amplitude, increased half-width and slower kinetic. Furthermore, we repeated the analysis on LHb neuronal excitability at the light of the different firing pattern categories. Interestingly, while a clear downtrend in Tm4sf2−/y mice LHb AP firing frequency for all categories was present, the AP features were affected mainly in LHb tonic (regular and irregular) firing neurons. These results might suggest an involvement of VGIC since even small modifications in their activity lead to dramatic alterations in AP shape and excitability (Goldman et al. 2001; Hill 2001; Milescu et al. 2010; Amendola et al. 2012; Lin et al. 2019). Coherently, we investigated VGNC and VGKC function, and we found decreased VGNC-mediated currents and slower gating kinetic in Tm4sf2−/y mice, while VGKC activated at more hyperpolarized potentials and mediated more current. VGNC and VGKC impaired function well fits with the Tm4sf2−/y mice LHb neuronal phenotype. Worth of note, we identified the “A-type” current as the only K+ component affected in Tm4sf2−/y mice LHb neurons. This K+ component plays a key role in controlling neuronal activity (Coetzee et al. 1999; Hill 2001; Kim et al. 2005; Drion et al. 2015; Rathour et al. 2016). Interestingly, A-type elimination strongly enhances the intrinsic neuronal excitability (Kim et al. 2005; Rathour et al. 2016). Then, it is plausible that an increase in A-type current might have an opposite effect. Despite VGNC and VGKC have distinct roles in AP kinetic, theoretically the total Na+ influx must be counteracted by a similar K+ outflow, giving rise to a physiological AP. When this equilibrium is disturbed, AP shape and neuronal firing might be strongly altered. Our results suggest that in Tm4sf2−/y mice VGNC and VGKC gating alterations induce an increased overlap between the depolarizing Na+ and the repolarizing K+ currents, causing alterations in APs frequency and shape. On the other hand, Tm4sf2−/y mice LHb silent neurons did not display AP kinetic alterations suggesting that VGIC might be unaffected in this neuronal category. For this reason, it is reasonable to believe that the VGIC functional alterations that we noticed might be restricted to Tm4sf2−/y mice LHb tonic neurons. However, the analysis of VGIC function, obtained pooling together data from all the neuronal firing categories, might eventually underestimate the phenomenon in Tm4sf2−/y mice LHb tonic neurons.
All together, these data demonstrates LHb dysfunction in Tm4sf2−/y mice, and it is likely that VGNC and VGKC could participate.
The main arising question is how TSPAN7 absence could induce these functional alterations in LHb. Tetraspanins, acting as molecular facilitators (Hemler 2008), promote the proteins clusterization and favor their chance of interactions. Moreover, tetraspanins interact with ion channels modulating their function, such as TSPAN13 for instance (Mallmann et al. 2013). For that reason, we investigated if TSPAN7 absence could alter VGIC expression. Interestingly, in agreement with the reduction in VGNC-mediated currents that we reported, we found a significant decrease of VGNC expression in the LHb of Tm4sf2−/y mice. On the contrary, no changes in the VGKC Kv4.2 subunit expression has been detected, even if we cannot exclude that other VGKC subunits might mediate the A-type current in the LHb. Previously, we demonstrated that TSPAN7 directly interacts with PICK1 (Bassani et al. 2012). PICK1, in turn, regulates ion channels, such as the acid-sensing ion channels (ASICs) (Baron et al. 2002; Duggan et al. 2002; Hruska-Hageman et al. 2002; Hu et al. 2010), acting as a linker between PKC and ASICs. Moreover, PICK1 ablation alters ASICs function (Hu et al. 2010). Furthermore, PKC regulates VGNC and VGKC activity phosphorylating them (Numann et al. 1991; Levitan 1994; Boland and Jackson 1999; Schrader et al. 2009; Scheuer 2011; Andersen et al. 2018). The increase in PKC function is reported to decrease the current peak and to slower the kinetic of VGNC (Numann et al. 1991), which mimics what we found in Tm4sf2−/y mice. Consistently, we found a PKC hyperactivity in Tm4sf2−/y mice. On the other hand, PKC is reported to decrease A-type K+ current (Hoffman and Johnston 1998; Deng et al. 2011). Interestingly, the Kv4.2 potassium channel subunit, that mediate the majority of A-type current in the hippocampus, and that we found expressed in the mouse habenula, presents three ERK/MAPK phosphorylation sites at amino acid residues T602, T607, and S616 (Adams et al. 2000; Schrader et al. 2006). Moreover, the phosphorylation of the S616 residue causes a shift of the activation voltage toward more hyperpolarized potentials, similarly to what we noticed in Tm4sf2−/y mice (Schrader et al. 2006). Based on studies demonstrating the ability of PKCs to activate the extracellular signal-regulated kinase (ERK) (Yamaguchi et al. 1995; Schönwasser et al. 1998), we investigated ERK activity in Tm4sf2−/y mice and we found it increased. This result suggests that ERK might modulate VGKC activity in Tm4sf2−/y mice.
5. Conclusion
In conclusion, we demonstrated that Tm4sf2−/y mice show also ASD-like behavior, phenocopying the human pathology (Piton et al. 2011). Moreover, we found compromised LHb activity, highlighting significant alterations in VGNC and VGKC function and/or expression. Interestingly, we also noticed a PKC-ERK hyperactivity, which are well known regulators of VGIC. For that reasons, the functional alterations of Tm4sf2−/y mice LHb might be the result of an altered VGNC expression and/or an aberrant phosphorylation of VGIC. As mentioned above, the LHb acts as a relay, finely regulating and integrating neuronal signals coming from several brain regions (Hu et al. 2020); therefore, despite a direct connection between LHb function and ASD-like behaviors has to be proven, we can speculate that dysfunctions in this area could correlate with the impaired cognitive functions showed by Tm4sf2−/y mice. Considering the social impact of neurodevelopmental disorders, future studies will be necessary to unravel the specific LHb involvement in these pathologies.
Funding
This work was supported by Telethon Italy (Grant number GGP17283) to PM, Ministero della salute Italy (Grant number GR-2016-02361366) to ML, Fondazione Zardi Gori Italy (for providing fellowship to PL) and Regione Lombardia for providing fellowship to LA (Grant iPS Light ID 227333).
CRediT authorship contribution statement
Murru Luca: Conceptualization, Data curation, Formal analysis, Validation, Funding acquisition, Investigation, Methodology, Project administration, Writing - original draft, Writing - review & editing. Ponzoni Luisa: Data curation, Formal analysis, Investigation, Methodology. Longatti Anna: Data curation, Formal analysis, Investigation, Methodology. Mazzoleni Sara: Data curation, Formal analysis, Investigation, Methodology. Giansante Giorgia: Data curation, Formal analysis, Investigation, Methodology. Bassani Silvia: Data curation, Formal analysis. Sala Mariaelvina: Data curation, Formal analysis. Passafaro Maria: Conceptualization, Validation, Funding acquisition, Project administration, Resources, Writing - review & editing, Supervision.
Declaration of Competing Interest
The authors declare no competing financial interests.
Acknowledgments
We thank M. Mameli, P. Botta and E. Moretto for feedback on the manuscript and fruitful discussions.
Contributor Information
Luca Murru, Email: luca.murru@in.cnr.it.
Maria Passafaro, Email: maria.passafaro@in.cnr.it.
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