Abstract
Mutations in the X-linked ZDHHC9 gene cause cognitive deficits in humans, with a subset of patients suffering from epilepsy. X-linked intellectual disability (XLID) is often ascribed to neuronal deficits, but here we report that expression of human and mouse ZDHHC9 orthologs is far higher in myelinating oligodendrocytes (OLs) than in other CNS cell types. ZDHHC9 codes for a protein acyltransferase (PAT), and we found that ZDHHC9 is the most highly expressed PAT in OLs. Wild type ZDHHC9 localizes to Golgi outposts in OL processes, but other PATs and XLID mutant forms of ZDHHC9 are restricted to OL cell bodies. Using genetic tools for OL progenitor fate tracing and sparse cell labeling, we show that mice lacking Zdhhc9 have grossly normal OL development but display extensive morphological and structural myelin abnormalities. Consistent with the hypothesis that these deficits are OL-autonomous, they are broadly phenocopied by acute Zdhhc9 knockdown in cultured conditions. Finally, we found that ZDHHC9 palmitoylates Myelin Basic Protein (MBP) in heterologous cells, and that palmitoylation of MBP is impaired in the Zdhhc9 knockout brain. Our findings provide critical insights into the mechanisms of ZDHHC9-associated XLID and shed new light on the palmitoylation-dependent control of myelination.
Introduction
Mutations in the ZDHHC9 gene cause X-linked Intellectual Disability (XLID)(1–3). XLID-associated ZDHHC9 mutations include nonsense mutations and missense mutations affecting key amino acids, as well as splice site mutations, insertions, and deletions that result in frameshifts. Importantly, all these genetic changes are predicted to be loss-of-function. These findings suggest that ZDHHC9 is essential for higher brain function.
Given that many XLID genes are neuronally enriched (4–10), an a priori hypothesis is that ZDHHC9 acts in neurons. However, patients with ZDHHC9 mutations have grossly normal gray matter (GM) but reduced brain white matter (WM) volume, especially in the corpus callosum (CC) (1–3). ZDHHC9 mutations are also linked to cerebral palsy, a condition in which intellectually disability is often associated with WM impairment (WMI) (11–14). These findings raise the possibility that ZDHHC9 may be crucial for normal WM development and/or proper function of oligodendrocytes (OLs), the myelin-forming CNS glia abundant in WM. Notably, Zdhhc9 knockout (KO) mice exhibit WM volume reductions and seizure-like activity (15, 16), as well as behavioral phenotypes seen in other mouse models of ID (15). Thus, Zdhhc9 KO mice have the potential to serve as an excellent model for human ZDHHC9 mutations. However, their phenotype is yet to be fully characterized.
ZDHHC9 codes for a protein acyltransferase (PAT), an enzyme that catalyzes the modification of protein cysteine residues with palmitate and related fatty acids. This process, termed palmitoylation (also known as S-palmitoylation or S-acylation), plays a critical role in targeting proteins to specific subcellular membrane locations (17). Nearly 30 years ago, it was reported that major myelin proteins in the nervous system, including Proteolipid protein (PLP), Myelin basic protein (MBP), Myelin-associated glycoprotein (MAG) and Myelin oligodendrocyte glycoprotein (MOG), are palmitoylated (18, 19). However, at that time, methods were lacking to define roles of palmitoylation of these proteins in myelin formation and function. Later proteomic studies revealed many other palmitoylated myelin proteins (20–23), and an isolated study suggested that palmitoylation targets myelin proteins to the plasma membrane of cultured OLs (24). Despite these findings, little is known regarding how myelin protein palmitoylation is regulated and the functional importance of this process for higher brain function.
We hypothesized that ZDHHC9-dependent palmitoylation plays a critical role in proper myelination and WM formation. Consistent with this notion, we report that ZDHHC9 is the most highly expressed PAT in mouse and human OLs. Moreover, ZDHHC9 localizes to puncta in OL processes that are likely Golgi outposts, whereas other PATs tested and ZDHHC9 XLID mutant forms are restricted to OL cell bodies. These findings may explain why ZDHHC9 loss of function cannot be compensated by other PATs. In mice lacking Zdhhc9, we did not detect changes in OL lineage cell generation or total MBP expression levels, but we found that at the micro-scale Zdhhc9 KO OLs are dysmorphic and myelin ultrastructure is highly abnormal, with both hypo- and hypermyelination of axons in WM tracts. We show that with the help of Golga7, a ZDHHC9 partner protein that also localizes to Golgi outposts, ZDHHC9 robustly palmitoylates the major myelin protein MBP, and that MBP palmitoylation is impaired in Zdhhc9 KO brain. Palmitoyl- and total levels of another myelin protein, Myelin-associated Glycoprotein (MAG) are also affected by Zdhhc9 KO, suggestive of a broader deficit in myelin protein regulation and organization in these mice. Together, our findings provide new insights into mechanisms of ZDHHC9-associated XLID and the palmitoylation-dependent control of myelination, a process first reported decades ago, but about which almost nothing is known.
Results
Cell-Specific Transcriptomics Reveals That ZDHHC9 and Its Partner Protein GOLGA7 Are Enriched in Oligodendrocytes in the Mouse and Human Brain
To assess Zdhhc9 expression in OLs, we performed FACS using cerebral cortex (CTX) of P30 Mobp-EGFP BAC transgenic (Tg) mice, which express EGFP only in mature OLs (Fig. 1A; (25, 26)). We isolated RNA from the EGFP+ OLs and performed OL-specific RNA sequencing (RNA-Seq). Total RNA was also extracted from the cortices of the same mice without OL sorting and used for a separate bulk RNA-Seq. Bioinformatics analysis indicated that genes previously known to be highly expressed in myelinating OLs (14) were highly enriched in our OL-specific RNA preparations (Fig 1B). In contrast, expression levels of genes specific to other neural cell types and endothelial cells were very low, confirming that our transcriptomic dataset is highly OL-specific (Fig. 1B).
We then extracted fragments per kilobase of transcript per million mapped reads (FPKM) values for all ZDHHC family PATs from our OL-specific RNA-Seq dataset. We found that Zdhhc9 is the most highly expressed PAT in OLs (FPKM ∼ 180), with mRNAs for Zdhhc14, Zdhhc17, and Zdhhc20 present at lower but detectable levels (FPKM 30 ∼ 70) (Fig.1C). The remaining PATs were expressed at far lower levels (FPKM <10). These results suggest that ZDHHC9 is the predominant PAT in myelinating OLs.
ZDHHC9 activity requires a conserved partner, Golgi Complex Protein-16 (gene name Golga7)(16, 27, 28). We found that Golga7 was also abundantly expressed in OLs, at far higher levels than other Golga family members, including Golga7’s closest paralog, Golga7b (Fig. 1D). FPKM values for Zdhhc9 and Golga7 were far lower in total RNA preps obtained from whole cortices without specific cell type isolation (Fig. 1E, left Heatmap), suggesting that high Zdhhc9 and Golga7 expression is an OL-specific feature, rather than a general characteristic of CNS cells. Consistent with this notion, examination of another CNS cell type-specific RNA-Seq dataset, obtained with sorted cells from P17 brain cortices via immunopanning (29), confirmed high and specific expression of Zdhhc9 and Golga7 in myelin-forming OLs (Fig. 1E, right Heatmap). Moreover, examination of a human RNA-Seq study (30) revealed that, like mouse CNS, both ZDHHC9 and GOLGA7 are enriched in human OLs, compared to any other PATs or other GOLGA family members, respectively. (Fig 1F). Together, these findings raise the possibility that ZDHHC9, in concert with GOLGA7, plays an important role in OLs.
Wild type ZDHHC9 and GOLGA7 Localize to Oligodendrocyte Processes In Vitro, Unlike Other PATs or ZDHHC9 Mutants
As a first step toward understanding ZDHHC9 function in OLs, we sought to define the subcellular localization of transfected HA-tagged ZDHHC9 (HA-ZDHHC9) in cultured OLs. We also compared the subcellular localization of HA-ZDHHC9 with that of HA-tagged forms of ZDHHC3, ZDHHC7 and ZDHHC17, three other ZDHHC-PATs that are implicated in nervous system regulation and which are expressed in OLs in vivo (Fig. 1E, (29, 31–36)).
After three days of culture in differentiation medium (Fig 2A), cultured OLs were extensively ramified and showed strong MBP immunofluorescence (‘OL3D’; Fig S1A). We transfected these cultured OLs and fixed them 9h later to minimize the likelihood of ZDHHC-PAT expression itself altering OL morphology and affecting HA-PAT subcellular localization (Fig 2A). Under these conditions, HA-ZDHHC3, HA-ZDHHC7, and HA-ZDHHC17 were only detected in OL cell bodies, consistent with their restriction to the somatic Golgi in other cell types (32, 35, 37–39) (Fig 2B, D). In contrast, HA-ZDHHC9 was detected both in OL cell bodies and in discrete puncta in OL processes (Fig. 2B, D). Within OL cell bodies, ZDHHC9 partially colocalized with the Golgi marker GM130 (Fig. S1A, B). Consistent with this Golgi localization, ZDHHC9 also colocalized in part with additional Golgi markers (TGN38, Giantin; Fig S1C, D). However, these markers were not detected in OL processes and therefore did not colocalize with ZDHHC9 in this latter location (Fig. S1A-D).
We also compared the subcellular distribution of wild type ZDHHC9 (ZDHHC9WT) with that of XLID-associated ZDHHC9 mutants (R96W; R148W; P150S) (40, 41). In contrast to HA-ZDHHC9WT, these XLID-associated HA-ZDHHC9 mutants did not localize to OL processes (Fig. 2C, D). These results raise the possibility that dysregulated subcellular localization of ZDHHC9, rather than, or in addition to, reduced catalytic activity (42) is a causative factor in ZDHHC9 loss of function mutations in XLID.
We also sought to define the localization in OLs of Golga7, which directly binds and enhances function of ZDHHC9 in other cell types (16, 27, 28). Consistent with this role, myc-tagged Golga7 (myc-Golga7) colocalized extensively with HA-ZDHHC9 in both OL cell bodies and in discrete puncta in OL processes (Fig. S2A). We then sought to further define the identity of these discrete ZDHHC9/Golga7-positive puncta. In neurons, specialized Golgi outposts and Golgi satellites can function as acentrosomal microtubule-organizing centers (MTOCs) in dendrites (43–47). Interestingly, Golgi outposts were also recently reported to be present in OLs (48), and a subset of OL Golgi outposts can be marked by the proteins TPPP and Mannosidase II (ManII) (45, 47, 48). Consistent with their assignation as Golgi outposts, ZDHHC9-positive puncta in OL processes colocalized with GFP-tagged ManII (ManII-GFP) and, to a lesser extent, with Flag-tagged TPPP (TPPP-Flag) (Fig. S2B, C).
The OL processes in this culture condition correspond to large lipid-rich membranous sheets that form spiral membrane expansion on axons in vivo (49). ZDHHC9’s localization to Golgi outposts/satellites in processes of cultured OLs suggest its potential role in myelin formation (myelination) and/or maintenance. Moreover, this function of ZDHHC9 might not be shared with other PATs tested and may be impaired in XLID-associated mutant forms of ZDHHC9.
No detectable changes in Oligodendrocyte Development or Gross Myelination in Zdhhc9 KO Mice
To address whether Zdhhc9 regulates OL development and myelination in vivo, we examined the brains of Zdhhc9 KO mice. Histological observations of brain sections from 6-week-old male mice revealed no apparent difference in MBP-labeled OL processes between WT control and Zdhhc9 KO mice (Fig. 3A). OL numbers in CTX and the corpus callosum (CC), assessed using OL markers aspartoacylase (ASPA) or Quaking 7 (recognized by antibody CC1), also did not detect any significant difference between the two groups (Fig. S3A-C). To quantify OLs more precisely, we crossed Zdhhc9 KO with Mobp-EGFP mice and counted EGFP-labeled OLs. Again, we did not detect significant differences in EGFP+ OL density between the two genotypes in three examined CNS regions (CTX, CC, and spinal cord), at two different ages (P28, P56; (Fig. 3B, C)). We also detected no difference in the density of NG2+ OL progenitor cells (OPCs) between WT and Zdhhc9 KO mice (Fig. 3D, E).
We next asked whether Zdhhc9 loss affects the rate of oligodendrogenesis (maturation of OPCs to OLs). To address this question, we crossed Zdhhc9 KO mice with Pdgfra-CreER; R26-EGFP (RCE) mice (50) and analyzed the fates of genetically labeled OPCs. Control (Pdgfra-CreER; RCE) and KO (Pdgfra-CreER; RCE; Zdhhc9y/- or -/-) mice received tamoxifen injections at P21 and were sampled 3 weeks later (P21+21) (Fig. 3F-1). This allowed us to label PDGFRα+ OPCs with EGFP at P21 and track their differentiation. Newly differentiated EGFP+ OLs from the previously labeled EGFP-labeled OPCs were analyzed (Fig. 3F-2, G). However, we did not detect differences in the number of newly formed EGFP-labeled ASPA+ OLs and % of EGFP+ OLs (Fig. 3H, I) and the ratio of OLs to OPCs among EGFP-labeled cells (data not shown) between the two groups. These results suggest that Zdhhc9 KO does not alter oligodendrogenesis in either the young or mature CNS, at least using the markers and methodologies that we employed.
Zdhhc9 KO Impairs Microstructure of Oligodendrocyte Processes
Although we did not detect differences in overall oligodendrogenesis or myelin production, we reasoned that loss of Zdhhc9 might still affect the targeting of specific myelin proteins to the membrane, resulting in irregular formation of processes in OLs or abnormalities in myelin. To address this possibility, we used a sparse genetic OL labeling method, crossing Mobp-iCreER; mT/mG mice to Zdhhc9 KO mice. By P56, a small degree of tamoxifen-independent (leaky) Cre activity leads to spontaneous expression of membrane-anchored EGFP (mEGFP) in a subset (∼5%) of cortical OLs in these mice. The sparsely EGFP-labeled brain sections were then imaged with confocal microscopy to detect mEGFP signal in CTX and to subsequently trace OL processes (Fig. 4A). The morphology of individual OLs was then reconstructed as a 3D skeleton (Fig. 4B). Sholl analysis of these reconstructions revealed that the overall OL process complexity was slightly increased in Zdhhc9 KO mice (Fig. 4C). More surprisingly, the primary and secondary branch process were longer in Zdhhc9 KO than control mice (Fig. 4D).
We also analyzed the processes of individual OLs in raw images from these sections. In control mice, the EGFP-labeled processes originating from one OL soma were of similar thickness, with a uniformly smooth structure. However, the thickness of mEGFP+ processes in Zdhhc9 KO mice was far more heterogenous, with several spheroid-like swellings (Fig. 5A, B). The abnormal thickness of EGFP+ OL processes may reflect dysregulated axon recognition by OLs. Notably, the abnormal spheroid-like swellings on OL processes were distinguished from OL somas as they lack signal for DAPI or Olig2 (Fig. 5C, Fig. S4). Careful tracing of EGFP+ OL processes connected to DAPI+ cell body and quantification of spheroid-like swellings devoid of DAPI signal (Fig. 5C-1, C-2) revealed significant structural abnormalities in OL processes in Zdhhc9 KO mice (Fig. 5D, E). These results indicate that, in contrast to its lack of effect at the gross level, Zdhhc9 loss greatly alters the structure of individual OL processes at the microscopic level, presumably due to abnormal OL membrane expansion.
Impaired Myelination in Zdhhc9 KO Mice
The non-uniformity of Zdhhc9 KO OL processes suggests that Zdhhc9 loss may disrupt the typical bias of myelination based on axon caliber and/or the spreading of the OL membrane along the axon. To address this issue, we examined the extent and pattern of axonal myelination using electron microscopy (EM) (Fig. 6A). In electron micrographs from P56 CC, the number of axons did not differ between WT and Zdhhc9 KO mice (Fig. 6A, B). However, while most axons were evenly myelinated in WT mice, myelin patterns of axons in Zdhhc9 KO mice were highly abnormal; with many large axons unmyelinated (Fig. 6A, C) and a subset of small diameter axons (< 0.5 μm) appearing to be hypermyelinated (Fig. 6A, D). Consistent with the latter finding, g-ratios of these small diameter axons were smaller in Zdhhc9 KO mice (Fig. 6E, F).
Next, we inquired whether the dysmyelination observed in young adult (P56) Zdhhc9 KO mice resulted from impaired initial myelination or from impaired myelin maintenance or active demyelination. At P30, a time at which myelination is actively ongoing, EM images showed a broadly similar extent of myelination across all axons in WT mice (Fig. 6G, H). However, in Zdhhc9 KO mice, both hypo- and hypermyelination of axons was already noticeable at this developmental stage (Fig. 6G), which was evident from an increased interquartile range of g-ratios (Fig. 6H, I). These findings suggest that Zdhhc9 loss results in dysmyelination and, thus, that ZDHHC9 is required for proper initial myelination of individual axons.
Evidence supporting a cell-autonomous role of ZDHHC9 in Oligodendrocyte Maturation
Zdhhc9 is constitutively deleted in the KO mice, so OL morphological abnormalities and myelination deficits seen in this line might be caused by loss of action of ZDHHC9 in other cell types. As a first step to testing whether phenotypes in Zdhhc9 KO mice are cell-autonomous, we delivered lentivirus expressing GFP plus a specific shRNA (16) to knock down Zdhhc9 in WT OPCs in culture and induced OPC-to-OL differentiation one day later (Fig. 7A). Zdhhc9 knockdown OLs had significantly reduced expression of MBP, compared to OLs infected to express a scrambled shRNA (Fig. 7B-D).
We asked whether this failure to express and distribute MBP is due to impaired commitment to the OL lineage in culture. However, Zdhhc9 knockdown OLs still expressed 2’,3’-Cyclic nucleotide 3’-phosphodiesterase (CNP), an early myelin-specific protein of developing Ols (51) (Fig. S5). This result suggests that ZDHHC9 is not required for initial differentiation of OPCs to OLs, consistent with the normal number of OLs seen in Zdhhc9 KO mice in vivo (Fig. 3C, Fig. S3C). However, consistent with the reduced and restricted MBP expression, Zdhhc9 knockdown OLs were also morphologically immature (Fig. 7E) with a reduced degree of branching confirmed by Sholl analysis (Fig. 7F). These data indicate that Zdhhc9 loss cell-autonomously impairs OL maturation in vitro.
A ZDHHC9-Golga7 PAT Complex Directly Palmitoylates MBP
Finally, we sought to identify potential ZDHHC9 substrates in OLs. Myelination of CNS axons by OLs requires the targeting of myelin proteins, including MBP, PLP, MOG and MAG, to the myelin membrane. These myelin proteins are all palmitoylated (20, 24, 52–54), but the PAT(s) that controls myelin protein palmitoylation was not previously identified. We thus used a non-radioactive palmitoylation assay, acyl biotin exchange (ABE) (55, 56), to determine whether ZDHHC9 can directly palmitoylate MBP in co-transfected HEK293T cells. Palmitoylation of 21.5 kDa MBP (one of two MBP isoforms that contains a cysteine residue and is thus capable of undergoing palmitoylation) was very low when transfected alone. MBP palmitoylation remained very low when either HA-ZDHHC9 or myc-Golga7 were co-transfected in isolation (Fig. 8A, B). However, MBP palmitoylation was greatly increased by co-transfection of HA-ZDHHC9 and myc-Golga7 (Fig. 8A, B).
Finally, we asked if ZDHHC9 likely palmitoylates MBP in vivo. We used ABE to purify palmitoyl-proteins from forebrain WM tissue (CC and striatum) of WT and Zdhhc9 KO mouse brains. Consistent with in vivo immunostaining results (Fig. 3A), Zdhhc9 KO did not affect total MBP levels measured by western blotting (all isoforms assessed together; Fig 8C, D). Two MBP bands were detected in ABE (palmitoyl) fractions, which based on their molecular weights, likely represent the 17.0 and 21.5 kDa isoforms of MBP (57). Like 21.5 kDa MBP, the 17.0 kDa form of MBP contains a cysteine residue and may be subject to palmitoylation (57). Importantly, palmitoylation, but not total expression, of both the 17 kDa and 21.5 kDa MBP isoforms was significantly reduced in Zdhhc9 KO mice (Fig. 8C, D). Total and palmitoyl-levels of MAG were also significantly reduced in Zdhhc9 KO mice, although the palmitoyl:total ratio of MAG was not. In the same samples, neither palmitoyl-, total, nor palmitoyl:total levels of Cadm4 were affected in Zdhhc9 KO mice. This latter finding is consistent with a report ascribing Cadm4 palmitoylation to a different PAT (58). Together, these results suggest that ZDHHC9 directly palmitoylates MBP with the support of Golga7 and that Zdhhc9 loss impairs MBP palmitoylation. In addition, Zdhhc9 loss impacts other myelin protein levels and/or regulation.
Discussion
Genetic factors are central to intellectual disability (59, 60), as exemplified by the increasing number of known XLID-associated genes (61–64). However, knowledge of the cellular/molecular processes controlled by XLID-associated gene products is often limited. The cognitive deficits and epilepsy that are hallmarks of ZDHHC9-associated XLID are often ascribed to malformations of neocortical gray matter (65–69). Indeed, ZDHHC9 is expressed in a subset of forebrain neurons (70), and ‘Zdhhc9 knockdown’ primary hippocampal neurons display impaired dendritic branching and an altered ratio of excitatory-to-inhibitory synapses (16). However, there is an increasing appreciation that ID can also result from impaired WM formation and/or function (71–75). Consistent with this notion, both ZDHHC9 and its partner protein Golga7 are far more highly expressed in OLs than in other CNS cell types, in both mice and humans (Fig. 1E, F, (29, 31)). In support of a key role for ZDHHC9 in normal WM formation and function, we found that Zdhhc9 KO does not affect axon number in the CC, but greatly impacts microscale OL morphology and myelin ultrastructure (Figs. 4 - 6). We recognize that using conventional Zdhhc9 KO mice, in which Zdhhc9 is globally deleted, cannot directly address whether impaired myelination in these mice is due to a cell-autonomous role for ZDHHC9 in OLs, a role for ZDHHC9 in neurons, or a combination of these factors. However, the impaired OL morphology and maturation seen in culture conditions after acute Zdhhc9 loss (Fig. 7) supports the first of these possibilities. While a conditional KO mouse could more directly help test the OL-autonomous role of ZDHHC9 in vivo, in this study we focused on conventional KO mice to more accurately mirror the situation in human patients with ZDHHC9 loss or mutation.
It is perhaps surprising that, despite the clear changes in OL morphogenesis, we did not detect changes in overall numbers of OPCs or OLs in Zdhhc9 KO mice. However, we cannot exclude the possibility that such changes could be revealed by different methods. In addition, different OL subtypes express different subsets of other marker genes (75) and it remains possible that Zdhhc9 loss preferentially directs OL maturation towards or away from one or more of these subtypes. Furthermore, we cannot exclude the possibility that assessment of other brain regions might also reveal differences in OPC and/or OL numbers in Zdhhc9 KO mice. Lastly, we also note that acute Zdhhc9 loss in cultured OLs causes more striking phenotypes than seen with KO mice in vivo. However, it is not uncommon for acute knockdown to cause more dramatic effects than germline KO, possibly due to longer-term compensatory mechanisms in vivo (76, 77). Together, though, our findings suggest that OL and WM abnormalities could significantly contribute to ZDHHC9-associated XLID.
Based on behavioral milestones, patients with ZDHHC9-associated XLID have been diagnosed as young as two years of age (41), suggesting that ZDHHC9 is important for higher brain function during early development. Consistent with this notion, we observed dysmyelination (both hyper and hypomyelination) in P30 mice, approximately equivalent to a 3-year-old human (78). These findings suggest that the myelin abnormalities observed in adult Zdhhc9 KO mice (Fig. 6) are due to impaired myelination, rather than impaired myelin maintenance, and further support the use of Zdhhc9 KO mice as a model for human ZDHHC9-associated XLID.
Zdhhc9 is also expressed at higher levels than other PATs in OLs (Fig 1C, E, F), potentially explaining much of the impact of Zdhhc9 loss in these cells. However, it is also intriguing that ZDHHC9 localization in OLs differs markedly from that of other PATs examined (Fig 2). Moreover, ZDHHC9 and Golga7 colocalize as discrete puncta in cultured OL processes, and our immunostaining results with subcellular organelle markers suggest that these puncta represent Golgi outposts or satellites (Fig. 2, Fig. S2)(47, 48). Of the PATs we tested, none were targeted to these locations, providing a possible additional, and non-mutually exclusive, reason why Zdhhc9 loss cannot be readily compensated for in OLs.
Golgi outposts have long been known in neurons (79), and we previously reported that ZDHHC9 localizes to such structures in primary hippocampal neurons (16). Golgi outposts were also recently described in OLs, where their function remains to be fully determined (46). Thus, the role(s) of ZDHHC9 at this subcellular organelle in OLs is challenging to infer. Nonetheless, we speculate that ZDHHC9 could be involved in either or both of the best-described roles of Golgi outposts, protein glycosylation and microtubule nucleation, for the following reasons. First, ZDHHC9-positive Golgi outposts in OL processes are also positive for the enzyme Mannosidase II, suggesting they represent sites at which protein glycosylation is regulated (Fig. S2B). In addition, although ZDHHC9 colocalization with TPPP, a protein implicated in microtubule nucleation, is less apparent (Fig. S2C), knockout/knockdown of either ZDHHC9 (Figs. 4 and 7) or TPPP (48) affects branching and complexity of OL processes, a process that involves microtubule nucleation. However, more investigation is needed to determine the functions of Golgi outposts in OLs, in order to define the associated contribution of ZDHHC9.
Another intriguing question is whether and how the loss of ZDHHC9 action at Golgi outposts might contribute to the myelination deficits we observed in Zdhhc9 KO mice (Figs. 5 and 6). Our sparse genetic labeling studies revealed that Zdhhc9 KO OL processes are distended, with numerous spheroid-like swellings (Fig. 5). It appears very possible that the hypo- and hypermyelination of Zdhhc9 KO axons seen in single-plane EM cross-sections (Fig. 6) represents this same distension phenotype, observed using a different method. Although beyond our current technical abilities, we speculate that EM-based reconstruction in 3 dimensions would reveal regions of both hypo- and hypermyelination of individual callosal axons in Zdhhc9 KO mice.
How, though, might Zdhhc9 loss cause dysmyelination? Several myelin proteins are palmitoylated, and we found that a ZDHHC9/Golga7 complex palmitoylates the major myelin protein MBP and that MBP palmitoylation is reduced in forebrain WM of Zdhhc9 KO mice (Fig. 8). Given that palmitoylation can sort proteins to the myelin membrane (24), the simplest explanation might be that impaired palmitoylation of MBP, and potentially other myelin proteins, in the absence of ZDHHC9 affects myelin structure per se. We also observed slight but significant reductions in palmitoyl- and total levels of MAG in the absence of ZDHHC9 (Fig S6A, B), which may also contribute to impaired myelination. In contrast, ZDHHC9 loss did not alter palmitoyl- or total levels of Cadm4, a myelin protein whose palmitoylation is ascribed to the Golgi-localized PAT ZDHHC3 (58)(Fig S6C, D). These latter finding suggests that, although ZDHHC9 loss may affect additional myelin proteins, gross, widespread dysregulation of myelin protein levels and/or palmitoylation in the absence of ZDHHC9 is unlikely. An important additional factor to consider, however, is that ZDHHC9 substrates also include other proteins that act at Golgi outposts to direct myelin proteins to the correct region of the myelin membrane and/or to ensure uniform distribution of myelin proteins within that membrane. A comparison of WT and Zdhhc9 KO palmitoyl-proteomes could help determine which of these possibilities (which are not mutually exclusive) best accounts for impaired myelination in the absence of ZDHHC9.
In summary, we reveal an unexpectedly non-heterogeneous expression of Zdhhc9 in both mice and humans, with biased expression in mature OLs. Moreover, within OLs, WT ZDHHC9 localizes uniquely compared to other PATs examined, and to XLID-associated forms of ZDHHC9. Although we did not detect changes in overall OL numbers or gross myelin staining, we found that Zdhhc9 loss greatly impairs OL morphology and myelination at the microscale. These findings provide new insights into mechanisms of ZDHHC9-associated XLID and into other conditions marked by WMI.
Materials and Methods
Mice
Zdhhc9 knockout mice (B6;129S5-Zdhhc9tm1Lex/Mmucdm) were originally obtained from Mutant Mouse Resource and Research Center (MMRRC), UC Davis and were previously described (16). Mice were transferred from University of British Columbia to Temple University School of Medicine for this study. Female heterozygous Zdhhc9 knockout mice were bred with male wildtype C57BL/6 mice to obtain male Zdhhc9 hemizygous knockout and male wild-type mice as littermate controls, which were used for experiments in Figures 6 and 8. Experiments in Figs. 3 - 5 used a mixture of male Zdhhc9 hemizygous KO (Zdhhc9 y/-) and female Zdhhc9 homozygous KO (Zdhhc9 -/-) mice. Mobp-EGFP BAC Tg (26) (generated by GENSAT; MMRRC stock #030483- UCD, RRID:MMRRC_030483-UCD), R26-CAG-LSL-EGFP (RCE) (80) (MMRRC stock #032037-JAX, RRID:MMRRC_032037-JAX) and Mobp-iCreER mice (80) were described previously and obtained from Dr. Dwight Bergles (Johns Hopkins University). Pdgfra-CreERTM BAC Tg ((81); RRID:IMSR_JAX:018280) and mT/mG mice (82) were purchased from the Jackson Laboratory. Mice were housed in a barrier facility with a 12h:12h light: dark cycle, were provided food and water ad libitum and were checked daily by ULAR staff. All procedures involving vertebrate animals followed National Institutes of Health guidelines and were approved by the Institutional Animal Care and Use Committee (IACUC) of Temple University.
Fluorescence-activated cell sorting (FACS)
After the whole brain was isolated from one-month-old Mobp-EGFP mice, one hemisphere of the forebrain was chopped with a blade into small pieces. The brain cells were further dissociated using a Neural Dissociation Kit (Miltenyi Biotec) according to the manufacturer’s instruction. After enzymatic digestion, the cells were mechanically dissociated with gentle pipetting and suspended in Hank’s Balanced Salt Solution (GIBCO). The cell suspension was passed through a 40-μm cell strainer (Corning). Cells were re-suspended in 0.5% FBS in HBSS and isolated with BD influx (BD Biosciences) at the Flow Core Facility of Temple University School of Medicine. The other hemisphere of each mouse brain was used for total RNA isolation.
RNA Sequencing
Total RNAs were extracted from the FACS-isolated EGFP+ OLs with RNeasy Micro kit (Qiagen). For total RNA extraction from the other hemisphere forebrain (without OL sorting), we homogenized the brains with Trizol reagent (Invitrogen). All RNA samples were subjected to Quality Control with Bioanalyzer (Agilent), and the RNA samples whose RIN was higher than 8 were used for subsequent applications. Ten ng of total RNA was used in the Ovation RNA-Seq System v2 (NuGEN) to prepare cDNA library. Following manufacturer’s instructions, total RNA and primer were incubated at 65 °C for 5 min, followed by first-strand cDNA synthesis (4 °C for 1 min, 25 °C for 10 min, 42 °C for 10 min, 70 °C for 15 min, and then cooling to 4 °C) and second strand cDNA synthesis (4 °C for 1 min, 25 °C for 10 min, 50 °C for 30 min, 80 °C for 20 min and then cooling to 4 °C). RNAClean XP bead purification was performed. Single Primer Isothermal Amplification (SPIA) was used to amplify cDNAs. QIAquick cleanups (Qiagen) were eluted in 30 µl low EDTA TE buffer and quantified via Nanodrop 1000. 100 ng amplified SPIA cDNA was sonicated using a Covaris E210 (50 µl, duty cycle 10%, intensity 5, 200 burst/sec, 45 sec) to shear samples to 350bp. The libraries were prepared using the TruSeq DNA LT Sample Prep Kit (Illumina) according to manufacturer’s instructions. Samples were purified using sample purification beads. End repair reaction (at 30 °C for 30 min) was followed by bead purification and size selection for 350bp insert. dA-tailing (37 °C for 30 min, 70 °C for 5 min, 4 °C for 5 min) and adapter ligation with barcoded adapters were performed (30 °C for 10 min), followed by bead purification and PCR amplification (95 °C for 3 min; 8 cycles of 98 °C for 20 sec, 60 °C for 15 sec and 72 °C for 30 sec; 72 °C for 5 min). A final bead purification was performed, and libraries were quantified using the Agilent Bioanalyzer High Sensitivity DNA assay. For the forebrain total RNA library (all cell RNA-seq), 500 ng of RNA was used for library generation with TruSeq Stranded mRNA Library Prep Kit (Illumina). Sequencing was performed using an Illumina HiSeq 2000.
RNA-Seq Data Analyses
RNA-seq reads were aligned to a mouse reference genome (mm10) by the STAR alignment tool (v2.4.0) with default option and PCR duplicate reads were removed using the Picard Tools (v1.124). To quantify expression levels for each gene, we counted the number of aligned fragments for each gene using HTSeq-0.6.1 with parameters (-s no, -r pos, -f bam, -m intersection-nonempty and -t exon) according to the Ensembl mouse transcript annotation (GRCm38.74 version) and calculated the FPKM (Fragments Per Kilobase per Million mapped reads) values of each gene. For heatmap visualization, the FPKM values for each gene were color-coded with the Microsoft Excel color scales.
Accession Codes
The RNA-seq files have been uploaded to the European Nucleotide Archive (ENA) under accession code PRJEB19341.
Tamoxifen Administration
Cre activity was induced with tamoxifen (Sigma-Aldrich, Cat# T5648) administration to Pdgfra-CreER mice. Tamoxifen was dissolved (20 mg/ml) in a mixture of sunflower seed oil-ethanol (10:1), and then ethanol was evaporated in a vacuum concentrator for 30 min. Forty mg/kg (b.w.) of tamoxifen was intraperitoneally (i.p.) injected twice daily with at least a 6 hour interval between injections. A total of 8 doses of tamoxifen was injected into the Pdgfra-CreER mice; RCE; ± Zdhhc9 KO mice between P21 and P24.
Rat Primary OPC Culture and Differentiation
Primary mixed glial cultures were prepared from P1 rat pups, as previously described (83). Briefly, cortices were isolated and digested with papain and DNase I, followed by mechanical dissociation. Cells were resuspended in DMEM supplemented with 10% (v/v) fetal bovine serum and 1% (w/v) penicillin/streptomycin. Cells were plated in T75 flasks coated with poly-D-lysine and medium was replaced every other day. Under these conditions, a mixed population of glial cells survives and proliferates, but neuronal cells do not survive. After 7∼10 days, these mixed glial cultures were shaken overnight (14∼16 hours). Detached cells were added to uncoated petri dishes, to which microglia preferentially adhere but OPCs do not. The OPC-enriched supernatant was then plated on poly-D-lysine coated coverslips. OPCs were maintained in defined OPC media containing PDGF (10 ng/ml) and bFGF (5 ng/ml). The following day, fresh OPC medium was added, and the medium was refreshed every other day. To induce OPC differentiation, OPC medium was replaced by defined OL medium containing triiodothyronine (T3, 30 ng/ml and T4, 40 ng/ml), CNTF (10 ng/ml) and NT3 (1 ng/ml).
Molecular Biology
Wildtype mouse Zdhhc3, Zdhhc7, Zdhhc9 and Zdhhc17 cDNAs (all with N-terminal HA tag) were a kind gift from Dr. Masaki Fukata (National Institute of Physiological Sciences, Okazaki, Japan) and were subcloned into lentiviral expression vector (FEW) downstream of the EF1α promoter and an N-terminal HA tag, as described (37). XLID mutant forms of Zdhhc9 (human point mutations introduced into mouse cDNA) were generated as BsrGI – AfeI gBlock fragments (Integrated DNA Technologies) and were used to replace the wildtype Zdhhc9 BsrGI – AfeI fragment via standard subcloning. Mouse Golga7 and MBP (21.5kDa isoform) cDNAs were synthesized as XhoI-NotI gBlock fragments and subcloned into a modified FEW vector downstream of an N-terminal myc epitope tag. Mouse Tppp cDNA was synthesized (Genewiz) and subcloned into modified FEW vector upstream of a C-terminal Flag tag. C-terminally GFP-tagged Mannosidase cDNA was obtained from Addgene (plasmid #160905) and used without additional subcloning. Membrane-bound GFP (mGFP) cDNA was generated by appending the N-terminal 40 amino acids of MARCKs to eGFP (84) as a PspXI – HindIII fragment, which was then subcloned into FEW vector with no additional tag.
Lentiviral Vectors and Lentivirus Preparation
VSV-G pseudotyped lentiviruses were prepared as described (56), except that viruses were collected in DMEM containing 0.1% (v/v) FBS and were added to cultured cells without ultracentrifugation.
Lentiviral Infection and OL Differentiation
For Zdhhc9 knockdown, OPCs were infected at two days in vitro (DIV2) with lentiviral vectors carrying Zdhhc9 shRNA or a control scrambled shRNA (16). OPC media was refreshed at 4 hours and one day post-infection, and then the medium was replaced with defined OL medium at one day post-infection for differentiation. The OL culture medium was then refreshed every other day. Infected OLs were fixed at 9 DIV (‘OL 6 days’) for immunostaining.
Transfection of Cultured OPCs
To define the subcellular localization of ZDHHC PATs and other proteins in OLs, differentiated OLs at 6 DIV (‘OL 3 days’) were transfected with plasmids using Lipofectamine LTX with Plus Reagent (Thermo Fisher Scientific) according to the manufacturer’s recommendations. Briefly, plasmid DNA (diluted in Opti-MEM, GIBCO, Thermo Fisher Scientific, Waltham, MA) was mixed with 1.5ul of PLUS™ Reagent and incubated for 5 min at room temperature (RT). 1ul of Lipofectamine® LTX (diluted in opti-MEM) was added to pre-incubated DNA and incubated for 30 min at RT for generation of DNA-lipid complex. This DNA-lipid complex was applied to the cells for transfection, and OLs were fixed 9 hours later and processed for immunostaining.
Immunocytochemistry (ICC)
Coverslips containing OL cells were rinsed with 1x Recording buffer (25mM HEPES pH7.4, 120mM NaCl, 5mM KCl, 2mM CaCl2, 1mM MgCl2, 30mM Glucose) and cells were fixed for 20 min in PBS containing 4% paraformaldehyde (PFA)/ 4% sucrose. Coverslips were washed 3X 10 min in phosphate buffered saline (PBS) and blocked for 1 hr at room temperature with 10% (v/v) normal goat serum (NGS; Thermo Fisher Scientific, Waltham, MA) in PBST containing 0.15% Triton X-100. Cells were then incubated in blocking solution with primary antibodies overnight at 4°C, washed 3X 10 min in PBS, incubated in secondary antibodies in blocking solution for 1 hour at RT, washed 3X 10 min in PBS, and mounted on microscope slides using FluorSave reagent (Millipore Sigma). Confocal images were captured with a laser scanning confocal microscope (Leica TCS SP8) and LAS X software.
Quantification of ICC images
To quantify distribution of HA-tagged PATs in OL processes (Fig. 2), confocal images of HA (PAT) and GFP (cell fill) signal were thresholded. The same threshold values for each channel were used across all images. Using the Sync Windows tool in ImageJ/Fiji, the cell body area was traced in the GFP channel image and deleted from both images. Both images were then inverted and the ADD function was used to generate an image of the HA+/GFP+ signal. Using the Analyze particles tool (with settings 0-infinity pixels sq and 0.00-1.00 circularity), the combined area occupied by the HA+/GFP+ puncta was calculated and normalized to the total extra-somatic GFP+ area from the GFP+ image of the same cell.
The percentage of GFP+/MBP+ cells (Fig. 7B) was counted manually without thresholding, using the same criteria for all conditions. Sholl analysis in Fig 7E, F was performed by manually reconstructing the morphology of individual OLs in ImageJ/Fiji as a binarized image. OL nuclei were considered the center, and concentric circles were drawn with an interval of 10 µm and the number of intersections calculated using the ImageJ/Fiji Sholl Analysis plug-in.
The percentage of morphologically immature OLs (Fig. S5) was calculated manually based on identification of GFP+/CNP+ cells (committed OLs) that did not show the ‘pancake’-like morphology of mature OLs and plotted as a percentage of all GFP+/CNP+ cells per field. Morphologically immature OLs also typically lacked MBP staining (as in Fig 7B) but this property was not used in the Fig S5 analysis.
Immunofluorescence of Brain Sections
Mice were anesthetized with pentobarbital sodium (70 mg/kg, i.p) and transcardially perfused with PBS followed by 4% PFA. Mouse brains were post-fixed overnight at 4°C and transferred to 30 % sucrose in PBS at 4°C. Brain tissues were frozen in Tissue-Tek optimum cutting temperature (O.C.T.) compound (Sakura, Cat# 4586) and sectioned using a Leica Biosystems CM1950 Cryostat. Three different thicknesses of brain or spinal cord sections were used: 20 µm for MOBP-EGFP-based or ASPA-staining dependent OL quantification, 35 µm for OPC fate analysis, and 50 µm for mEGFP-based OL morphological analysis. Brain and spinal cord sections were stained in a free-floating manner. Sections were permeabilized with 0.3% (w/v) Triton X-100 and blocked with blocking solution (5% (v/v) normal donkey serum, 0.3% (w/v) Triton X-100) for 1 hour at RT. Sections were then incubated in blocking solution containing primary antibodies at 4°C overnight. On the next day, sections were rinsed with PBS 3X 5 min and incubated with secondary antibodies and DAPI (1:1,000) in blocking solution at RT for 2 hours. Sections were rinsed in PBS 3X 5 min and then mounted onto slide glasses with a mounting medium with ProLong antifade (Thermo Fisher Scientific, P36970). Image acquisition of the immunostained brain sections was performed with a wide-field fluorescent microscope AxioImager M2 (Zeiss) or a laser scanning confocal microscope TCS SP8 (Leica).
Morphological Analysis of Oligodendrocytes
The settings for OL tracing were kept the same for all the samples across genotypes. Confocal images were captured for sparsely labeled randomly chosen EGFP+ OLs from the CTX (layers IV–VI). Images of labelled cells were imported into Fiji and traced without z-projecting the stacks. Sholl analysis was performed using Fiji plug-in. For Sholl analysis of OLs in vivo, the OL nuclei were considered the center, and concentric circles were drawn with an interval of 5 µm. Imaris 9.9 (Oxford Instrument) software was used for 3D surface rendering of OLs with representative confocal images.
Electron Microscopy and g-ratio Analysis
Mice were anesthetized with pentobarbital sodium (100 mg/kg, i.p) and transcardially perfused with PBS followed by 2.5% PFA, 2% glutaraldehyde (in 0.1 M phosphate buffer, pH 7.4). Mouse brains were post-fixed overnight at 4°C and transferred to 0.1 M phosphate buffer at 4°C. Brains were dehydrated using a graded ethanol series and embedded into Embed-812 (EMS). Thin sections were prepared, stained with uranyl acetate and lead citrate and visualized with an electron microscope (JEOL 1010 electron microscope fitted with a Hamamatsu digital camera) at the University of Pennsylvania Electron Microscopy Resource Laboratory. 15,000X magnified images and Fiji Plug-in and ImageJ/Fiji (85) were used for the g-ratio analysis of myelin. To analyze potentially hypermyelinated small axons in P56 mice, g-ratio was calculated using the ratio of inner-to-outer diameter (distance values derived from pixel intensity along plot profile generated in ImageJ/Fiji) of each myelinated axon. To analyze myelination of all axons in P30 mice, inner and outer diameters of axons were traced manually in ImageJ/Fiji and the resultant diameters calculated.
Acyl Biotinyl Exchange Assay
HEK cells were transfected using a calcium phosphate-based method as described (56). Cells were lysed 8h post-transfection and ABE assays performed as in (56). For WM tissue collection from Zdhhc9 knockout and littermate control mice, mice were anesthetized with pentobarbital sodium (100 mg/kg, i.p). Brains were isolated and briefly rinsed with ice-cold HBSS buffer (no calcium, no magnesium). Using a Mouse Brain Slicer, 1mm block coronal brain sections were prepared on ice and WM-enriched tissues including corpus callosum and striatum were dissected from slices under a dissection microscope. Dissected WM tissue was homogenized in a glass-teflon dounce homogenizer (20 strokes, 200 rpm) in 4mM HEPES, 0.32M sucrose, containing freshly diluted Protease Inhibitor Cocktail (PIC; Roche). Homogenized samples were transferred to a fresh tube, rapidly brought to room temperature, and solubilized by addition of 1/10 volume of 10% (w/v) SDS. Samples were centrifuged for 10 minutes at 4°C at 13,000 rpm to pellet insoluble material and protein concentrations in supernatants determined by BCA assay (Pierce). Protein concentrations were normalized by addition of homogenization buffer containing SDS and PIC and were used for ABE assay as described (56).
Quantification and Statistical Analysis
All data were analyzed using GraphPad Prism software (GraphPad Software, San Diego, CA). In all graphs the mean is shown, and error bars indicate standard error of the mean (SEM). For the quantitative comparisons of OL lineage cells, OPC fate analysis, and OL process complexity, two-way ANOVA and Šidák’s multiple comparison test were used. For spheroid structure comparison, unpaired student’s t-test was used.
Antibodies
The following antibodies, from the indicated sources, were used for ICC
Anti-HA-Tag (Rb IgG), Cell Signaling technology #3724 (C29F4), 1:100
anti-HA.11 Epitope Tag (mouse IgG1), Covance HA.11 #MMS-101P, 1:100
GFP (Rb IgG), Invitrogen #A11122, 1:1000
GFP (mouse IgG2a), Invitrogen #A11120 (3E6), 1:500
Myc (mouse IgG1), Cell signaling #92013(E7F9B), 1:200
MBP (chicken IgG), Aves Lab #MBP, 1:1000
CNP (Rb IgG), Phosphosolutions #325-CNP, 1:1000
Secondary antibodies for ICC were Alexa Fluor 488-, 568- or 647-conjugated goat IgG against mouse IgG1 or IgG2a, rabbit or chicken (Thermofisher Scientific, 1:500).
The following antibodies, from the indicated sources, were used for Immunofluorescence
anti-APC (mouse IgG2b) EMD Millipore #OP80 (CC1), 1:50
anti-ASPA (Rb IgG) GeneTex #GTX113389, 1:500
anti-GFP (goat IgG) Rockland, #600-101-215, 1:500
anti-MBP (Rb IgG) Cell Signaling Technology #78896 (D8X4Q), 1:500
anti-NG2 (guinea pig IgG) gift from Dr. Bergles, Johns Hopkins University, 1:4000
Olig2 (goat IgG) R&D #AF2418, 1:500.
Secondary antibodies for immunofluorescence were Alexa Fluor 488-, Cy3-, Cy5-, or Alexa Fluor 647-conjugated donkey IgG against goat, rabbit, or guinea pig (Jackson ImmunoResearch, 1:500).
The following primary antibodies, from the indicated sources, were used for western blotting:
anti-HA.11 Epitope Tag (mouse IgG1), Covance HA.11 #MMS-101P, 1:5000
anti-MAG (Rb IgG) Cell Signaling Technology #9043, 1:500
anti-MBP (Rb IgG) Cell Signaling Technology #78896 (D8X4Q), 1:500
anti-Myc (rabbit) Cell Signaling Technology #2278 (71D10), 1:500
anti-Cadm4 / SynCAM4 (mouse) Antibodies Inc.#75-247 1:100
Acknowledgements
We thank P. Kanuparthi, L. Hernandez, N. Hesketh and S. Yungblut (all Thomas lab) for help with molecular biology, EM image acquisition, ABE assays and g-ratio quantification, respectively. We also gratefully acknowledge Dr. M Fukata for PAT cDNAs and Dr. D Bergles for Mobp-iCreER mice and anti-NG2 antibody. Supported by grants from NINDS (R21 NS125202-01 to G.M.T; R01 NS089586 to S.H.K.), Ellison Medical Foundation (AG-NS-1101-13 to S.H.K), and Shriners’ Childrens (87400PHI to G.M.T).
References
- 1.Epilepsy, cognitive deficits and neuroanatomy in males with ZDHHC9 mutationsAnn Clin Transl Neur 2:559–569
- 2.Mutations in ZDHHC9, which encodes a palmitoyltransferase of NRAS and HRAS, cause X-linked mental retardation associated with a Marfanoid habitusAm J Hum Genet 80:982–987
- 3.Expanding the clinical phenotype of patients with a ZDHHC9 mutationAm J Med Genet A 164:789–795
- 4.The FMR-1 protein is cytoplasmic, most abundant in neurons and appears normal in carriers of a fragile X premutationNat Genet 4:335–340
- 5.Neuroligin-3 is a neuronal adhesion protein at GABAergic and glutamatergic synapsesEur J Neurosci 26:1738–1748
- 6.The distribution of neuroligin4, an autism-related postsynaptic molecule, in the human brainMol Brain 16
- 7.CDKL5 expression is modulated during neuronal development and its subcellular distribution is tightly regulated by the C-terminal tailJ Biol Chem 283:30101–30111
- 8.A novel SYN1 missense mutation in non-syndromic X-linked intellectual disability affects synaptic vesicle life cycle, clustering and mobilityHum Mol Genet 26:4699–4714
- 9.BRAG1, a Sec7 domain-containing protein, is a component of the postsynaptic density of excitatory synapsesBrain Res 1120:35–45
- 10.ARX, a novel Prd-class-homeobox gene highly expressed in the telencephalon, is mutated in X-linked mental retardationHum Mol Genet 11:981–991
- 11.Early Diagnosis of Spastic Cerebral Palsy in Infants with Periventricular White Matter Injury Using Diffusion Tensor ImagingAJNR Am J Neuroradiol 40:162–168
- 12.The epidemiology of cerebral palsy: incidence, impairments and risk factorsDisabil Rehabil 28:183–191
- 13.Targeted resequencing identifies genes with recurrent variation in cerebral palsyNPJ Genom Med 4
- 14.Whole-exome sequencing points to considerable genetic heterogeneity of cerebral palsyMol Psychiatry 20:176–182
- 15.Disruption of the Zdhhc9 intellectual disability gene leads to behavioural abnormalities in a mouse modelExp Neurol 308:35–46
- 16.The X-Linked Intellectual Disability Gene Zdhhc9 Is Essential for Dendrite Outgrowth and Inhibitory Synapse FormationCell Rep 29:2422–2437
- 17.Palmitoylation: policing protein stability and trafficNat Rev Mol Cell Biol 8:74–84
- 18.Myelin proteolipid protein contains thioester-linked fatty acidsJ Neurochem 55:1986–1992
- 19.In vivo incorporation of [3H]palmitic acid into PO protein, the major intrinsic protein of rat sciatic nerve myelinJ Biol Chem 258:6556–6560
- 20.Neural palmitoyl-proteomics reveals dynamic synaptic palmitoylationNature 456:904–909
- 21.Tracking brain palmitoylation change: predominance of glial change in a mouse model of Huntington’s diseaseChem Biol 20:1421–1434
- 22.Identification of substrates of palmitoyl protein thioesterase 1 highlights roles of depalmitoylation in disulfide bond formation and synaptic functionPLoS Biol 20
- 23.Analysis of the brain palmitoyl-proteome using both acyl-biotin exchange and acyl-resin-assisted capture methodsSci Rep 7
- 24.Palmitoylation is a sorting determinant for transport to the myelin membraneJ Cell Sci 118:2415–2423
- 25.A gene expression atlas of the central nervous system based on bacterial artificial chromosomesNature 425:917–925
- 26.Degeneration and impaired regeneration of gray matter oligodendrocytes in amyotrophic lateral sclerosisNat Neurosci 16:571–579
- 27.DHHC9 and GCP16 constitute a human protein fatty acyltransferase with specificity for H- and N-RasJ Biol Chem 280:31141–31148
- 28.GCP16 stabilizes the DHHC9 subfamily of protein acyltransferases through a conserved C-terminal cysteine motifFront Physiol 14
- 29.An RNA-sequencing transcriptome and splicing database of glia, neurons, and vascular cells of the cerebral cortexJ Neurosci 34:11929–11947
- 30.Purification and Characterization of Progenitor and Mature Human Astrocytes Reveals Transcriptional and Functional Differences with MouseNeuron 89:37–53
- 31.Molecular Architecture of the Mouse Nervous SystemCell 174:999–1014
- 32.GODZ-mediated palmitoylation of GABA(A) receptors is required for normal assembly and function of GABAergic inhibitory synapsesJ Neurosci 26:12758–12768
- 33.Mobile DHHC palmitoylating enzyme mediates activity-sensitive synaptic targeting of PSD-95J Cell Biol 186:147–160
- 34.Sudden death due to paralysis and synaptic and behavioral deficits when Hip14/Zdhhc17 is deleted in adult miceBMC Biol 14
- 35.Coupled control of distal axon integrity and somal responses to axonal damage by the palmitoyl acyltransferase ZDHHC17Cell Rep 33
- 36.Brain microstructural changes in mice persist in adulthood and are modulated by the palmitoyl acyltransferase ZDHHC7Eur J Neurosci 54:5951–5967
- 37.The palmitoyl acyltransferases ZDHHC5 and ZDHHC8 are uniquely present in DRG axons and control retrograde signaling via the Gp130/JAK/STAT3 pathwayJ Biol Chem 295:15427–15437
- 38.Intracellular localization and tissue-specific distribution of human and yeast DHHC cysteine-rich domain-containing proteinsBiochim Biophys Acta 1761:474–483
- 39.Palmitoylation and membrane interactions of the neuroprotective chaperone cysteine-string proteinJ Biol Chem 283:25014–25026
- 40.The first patient with sporadic X-linked intellectual disability with de novo ZDHHC9 mutation identified by targeted next-generation sequencingEur J Med Genet 60:499–503
- 41.Expanding the molecular basis and phenotypic spectrum of ZDHHC9-associated X-linked intellectual disabilityAm J Med Genet A 176:1238–1244
- 42.Mutations in the X-linked intellectual disability gene, zDHHC9, alter autopalmitoylation activity by distinct mechanismsJ Biol Chem 289:18582–18592
- 43.Golgi outposts shape dendrite morphology by functioning as sites of acentrosomal microtubule nucleation in neuronsNeuron 76:921–930
- 44.Diversifying the secretory routes in neuronsFront Neurosci 9
- 45.A Dendritic Golgi Satellite between ERGIC and RetromerCell Rep 14:189–199
- 46.Local Secretory Trafficking Pathways in Neurons and the Role of Dendritic Golgi Outposts in Different Cell ModelsFront Mol Neurosci 13
- 47.Activity-dependent Golgi satellite formation in dendrites reshapes the neuronal surface glycoproteomeElife 10
- 48.The Golgi Outpost Protein TPPP Nucleates Microtubules and Is Critical for MyelinationCell 179:132–146
- 49.Myelin basic protein-dependent plasma membrane reorganization in the formation of myelinEmbo J 25:5037–5048
- 50.Age and Alzheimer’s Disease-Related Oligodendrocyte Changes in Hippocampal SubregionsFront Cell Neurosci 16
- 51.Biology of oligodendrocyte and myelin in the mammalian central nervous systemPhysiol Rev 81:871–927
- 52.Thiopalmitoylation of myelin proteolipid protein epitopes enhances immunogenicity and encephalitogenicityJ Immunol 166:6907–6913
- 53.Decreased protein S-palmitoylation in dorsolateral prefrontal cortex in schizophreniaSchizophr Res https://doi.org/10.1016/j.schres.2016.01.054
- 54.SwissPalm: Protein Palmitoylation databaseF1000Res 4
- 55.Palmitoylated proteins: purification and identificationNat Protoc 2:1573–1584
- 56.Palmitoylation by DHHC5/8 targets GRIP1 to dendritic endosomes to regulate AMPA-R traffickingNeuron 73:482–496
- 57.Study of expression of myelin basic proteins (MBPs) in developing rat brain using a novel antibody reacting with four major isoforms of MBPJ Neurosci Res 68:19–28
- 58.DHHC3 mediated Cadm4 palmitoylation regulates myelination in CNSbioRxiv[Preprint] September 23https://doi.org/10.1101/2022.09.23.509146
- 59.Genetic causes of developmental disordersCurr Opin Neurol 26:128–136
- 60.Genetic studies in intellectual disability and related disordersNat Rev Genet 17:9–18
- 61.Familial sex-linked mental retardationCan Med Assoc J 87:954–956
- 62.Rett syndrome is caused by mutations in X-linked MECP2, encoding methyl-CpG-binding protein 2Nat Genet 23:185–188
- 63.Oligophrenin-1 encodes a rhoGAP protein involved in X-linked mental retardationNature 392:923–926
- 64.X-linked intellectual disability update 2017Am J Med Genet A 176:1375–1388
- 65.Malformations among the X-linked intellectual disability syndromesAm J Med Genet A 161:2741–2749
- 66.Malformations of cortical development: clinical features and genetic causesLancet Neurol 13:710–726
- 67.Focal malformations of cortical development: new vistas for molecular pathogenesisNeuroscience 252:262–276
- 68.Reduced cortical folding in mental retardationAJNR Am J Neuroradiol 31:1063–1067
- 69.Malformations of Cerebral Cortex Development: Molecules and MechanismsAnnu Rev Pathol 14:293–318
- 70.Application of a translational profiling approach for the comparative analysis of CNS cell typesCell 135:749–762
- 71.Kabuki syndrome: novel pathogenic variants, new phenotypes and review of literatureOrphanet J Rare Dis 14
- 72.The role of glia in epilepsy, intellectual disability, and other neurodevelopmental disorders in tuberous sclerosis complexJ Neurodev Disord 11
- 73.White matter tract integrity and intelligence in patients with mental retardation and healthy adultsNeuroimage 40:1533–1541
- 74.Qualitative assessment of brain anomalies in adolescents with mental retardationAJNR Am J Neuroradiol 26:2691–2697
- 75.Biogenesis and significance of central nervous system myelinSemin Neurol 32:9–14
- 76.Palmitoylation of LIM Kinase-1 ensures spine-specific actin polymerization and morphological plasticityElife 4
- 77.Synapse-specific and developmentally regulated targeting of AMPA receptors by a family of MAGUK scaffolding proteinsNeuron 52:307–320
- 78.Men and mice: Relating their agesLife Sci 152:244–248
- 79.Dual modes of endoplasmic reticulum-to-Golgi transport in dendrites revealed by live-cell imagingJ Neurosci 23:6188–6199
- 80.Stage-specific control of oligodendrocyte survival and morphogenesis by TDP-43Elife 11
- 81.NG2+ CNS glial progenitors remain committed to the oligodendrocyte lineage in postnatal life and following neurodegenerationNeuron 68:668–681
- 82.A global double-fluorescent Cre reporter mouseGenesis 45:593–605
- 83.and Maturation of Oligodendrocyte Lineage Cells Obtained from Rat Neonatal Brain and Optic NerveMethods Mol Biol 1791:95–113
- 84.GAP43, MARCKS, and CAP23 modulate PI(4,5)P(2) at plasmalemmal rafts, and regulate cell cortex actin dynamics through a common mechanismJ Cell Biol 149:1455–1472
- 85.Fiji: an open-source platform for biological-image analysisNat Methods 9:676–682
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