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Ho SY, Chao CY, Huang HL, Chiu TW, Charoenkwan P, Hwang E. NeurphologyJ: an automatic neuronal morphology quantification method and its application in pharmacological discovery. BMC Bioinformatics 2011; 12:230. [PMID: 21651810 PMCID: PMC3121649 DOI: 10.1186/1471-2105-12-230] [Citation(s) in RCA: 95] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2010] [Accepted: 06/08/2011] [Indexed: 01/26/2023] Open
Abstract
Background Automatic quantification of neuronal morphology from images of fluorescence microscopy plays an increasingly important role in high-content screenings. However, there exist very few freeware tools and methods which provide automatic neuronal morphology quantification for pharmacological discovery. Results This study proposes an effective quantification method, called NeurphologyJ, capable of automatically quantifying neuronal morphologies such as soma number and size, neurite length, and neurite branching complexity (which is highly related to the numbers of attachment points and ending points). NeurphologyJ is implemented as a plugin to ImageJ, an open-source Java-based image processing and analysis platform. The high performance of NeurphologyJ arises mainly from an elegant image enhancement method. Consequently, some morphology operations of image processing can be efficiently applied. We evaluated NeurphologyJ by comparing it with both the computer-aided manual tracing method NeuronJ and an existing ImageJ-based plugin method NeuriteTracer. Our results reveal that NeurphologyJ is comparable to NeuronJ, that the coefficient correlation between the estimated neurite lengths is as high as 0.992. NeurphologyJ can accurately measure neurite length, soma number, neurite attachment points, and neurite ending points from a single image. Furthermore, the quantification result of nocodazole perturbation is consistent with its known inhibitory effect on neurite outgrowth. We were also able to calculate the IC50 of nocodazole using NeurphologyJ. This reveals that NeurphologyJ is effective enough to be utilized in applications of pharmacological discoveries. Conclusions This study proposes an automatic and fast neuronal quantification method NeurphologyJ. The ImageJ plugin with supports of batch processing is easily customized for dealing with high-content screening applications. The source codes of NeurphologyJ (interactive and high-throughput versions) and the images used for testing are freely available (see Availability).
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Affiliation(s)
- Shinn-Ying Ho
- Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsinchu, Taiwan
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Chitra S, Shyamaladevi CS. Modulatory Action of α-Tocopherol on Erythrocyte Membrane Adenosine Triphosphatase against Radiation Damage in Oral Cancer. J Membr Biol 2011; 240:83-8. [DOI: 10.1007/s00232-011-9346-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2010] [Accepted: 01/19/2011] [Indexed: 10/18/2022]
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Hahm ET, Hammond DL, Proudfit HK. Substance P induces the reversible formation of varicosities in the dendrites of rat brainstem neurons. Brain Res 2010; 1369:36-45. [PMID: 21044613 DOI: 10.1016/j.brainres.2010.10.091] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2010] [Revised: 10/23/2010] [Accepted: 10/26/2010] [Indexed: 12/28/2022]
Abstract
This study investigated the ability of substance P (Sub P) to induce dendritic varicosities (DVs) or beads in neurons of the rostral ventromedial medulla (RVM) of the rat. Microinjection of 5-200 pmol Sub P in the RVM produced a concentration-dependent increase in the number of DVs in distal dendrites of RVM neurons that were immunoreactive for the neurokinin-1 receptor, but not serotonin. The effect was reversible, as DVs were essentially absent 2 and 4h after microinjection. Fluoro-Jade B labeled neurons were not evident in the RVM 4 days after microinjection of Sub P, although such neurons were present 4 days after microinjection of a neurotoxic dose of kainate. Bath application of Sub P to brainstem slices for a period as brief as 30s also produced DVs in neurokinin-1 immunoreactive RVM neurons. Prior exposure to L-703606 prevented the formation of DVs by Sub P, implicating the neurokinin-1 receptor, a Gq type of G protein coupled receptor, in the formation of DVs by Sub P. Finally, stabilization of microtubules by prior exposure to taxol also prevented the formation of DVs, consistent with the idea that increases in intracellular Ca(2+) lead to the formation of DVs secondary to a disruption of the linear arrays of microtubules in dendrites. These data establish a mechanistic basis for the formation of DVs by Sub P and support further studies to test the hypothesis that the formation of DVs is a morphological mechanism by which neurons can regulate their responses to inhibitory or excitatory inputs.
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Affiliation(s)
- Eu-teum Hahm
- Department of Pharmacology, The University of Iowa, Iowa City, IA 52242, USA
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Gopal PP, Simonet JC, Shapiro W, Golden JA. Leading process branch instability in Lis1+/- nonradially migrating interneurons. ACTA ACUST UNITED AC 2009; 20:1497-505. [PMID: 19861636 DOI: 10.1093/cercor/bhp211] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Mammalian forebrain development requires extensive migration, yet the mechanisms through which migrating neurons sense and respond to guidance cues are not well understood. Similar to the axon growth cone, the leading process and branches of neurons may guide migration, but the cytoskeletal events that regulate branching are unknown. We have previously shown that loss of microtubule-associated protein Lis1 reduces branching during migration compared with wild-type neurons. Using time-lapse imaging of Lis1(+/-) and Lis1(+/+) cells migrating from medial ganglionic eminence explant cultures, we show that the branching defect is not due to a failure to initiate branches but a defect in the stabilization of new branches. The leading processes of Lis1(+/-) neurons have reduced expression of stabilized, acetylated microtubules compared with Lis1(+/+) neurons. To determine whether Lis1 modulates branch stability through its role as the noncatalytic beta regulatory subunit of platelet-activating factor (PAF) acetylhydrolase 1b, exogenous PAF was applied to wild-type cells. Excess PAF added to wild-type neurons phenocopies the branch instability observed in Lis1(+/-) neurons, and a PAF antagonist rescues leading process branching in Lis1(+/-) neurons. These data highlight a role for Lis1, acting through the PAF pathway, in leading process branching and microtubule stabilization.
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Affiliation(s)
- Pallavi P Gopal
- University of Pennsylvania School of Medicine, Philadelphia, PA 19104, USA
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Lissencephaly type I. ACTA ACUST UNITED AC 2007. [DOI: 10.1016/s0072-9752(07)87013-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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Distally directed dendrotoxicity induced by kainic Acid in hippocampal interneurons of green fluorescent protein-expressing transgenic mice. J Neurosci 2002. [PMID: 12223559 DOI: 10.1523/jneurosci.22-18-08052.2002] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Excitotoxicity, resulting from the excessive release of glutamate, is thought to contribute to a variety of neurological disorders, including epilepsy. Excitotoxic damage to dendrites, i.e., dendrotoxicity, is often characterized by the formation of large dendritic swellings, or "beads." Here, we show that hippocampal interneurons that express the neuropeptide somatostatin are highly vulnerable to the excitotoxic effects of the ionotropic glutamate receptor agonist kainate. Brief, focal iontophoretic application of kainate rapidly induced bead formation in dendrites of somatostatinergic interneurons that express green fluorescent protein (GFP) from mice of the transgenic line GIN (GFP-expressing inhibitory neurons). Surprisingly, beads often did not form at the site of kainate application or even in the dendritic segment to which kainate was applied; instead, dendritic beading occurred more distally, often encompassing all branches distal to the application site. We have termed this phenomena, "distally directed dendrotoxicity." Distally directed beading was induced regardless of the branch order of the site of application and was found to be dependent on activation of voltage-gated sodium channels. Subsequent to induction, distally directed beading would reverse in most cells; in other cells, however, beading irreversibly invaded proximal dendritic segments and gradually encompassed the entire dendritic tree. These results demonstrate that distal dendritic segments are highly vulnerable to excitotoxic injury and imply that excessive excitatory activity originating in one synaptic pathway can impact synapses at more distal dendritic segments of the same neuron. The discovery of this phenomenon will likely be important in understanding interneuronal dysfunction following excitotoxic injury.
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Abstract
Axonal retraction is induced by different types of physiological cues and is responsible for the elimination of mistargeted axons. There is broad agreement that alterations in the cytoskeleton underlie axonal retraction. The prevailing view is that axonal retraction involves a wholesale depolymerization of microtubules and microfilaments. However, axons retracting physiologically display a very different morphology than axons induced to retract by experimental depolymerization of microtubules. Experimental depolymerization of microfilaments actually prevents retraction rather than causing it. We have proposed an alternative hypothesis, namely that axonal retraction involves a backward retreat of cytoskeletal elements rather than their wholesale depolymerization. In the present study, we sought to test this hypothesis with regard to microtubules. When a donor of nitric oxide was applied to cultured chick sensory neurons, the majority of axons retracted dramatically within 30-60 min. Retracting axons were characterized by an enlarged distal region, a thin trailing remnant, and sinusoidal bends along the shaft. Quantitative immunofluorescence analyses showed no detectable loss of microtubule mass during retraction, even with regard to the most labile microtubules. Instead, microtubules were reconfigured into coiling and sinusoidal bundles to accommodate the shortening of the axon. Stabilization of microtubules by taxol did not prevent the retraction, even at concentrations of the drug that actually caused microtubule levels to increase. The retractions induced by nitric oxide were remarkably similar to those observed when motor proteins are manipulated, suggesting that these retractions may result from alterations in the activities of the motors that configure microtubules.
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Abstract
LIS1 is one of the genes that has a principle role in brain development since hemizygote mutations in LIS1 result in a severe brain malformation known as lissencephaly ('smooth brain'). LIS1 is a WD repeat protein and is known to be involved in several protein complexes that are likely to play a functional role in brain development. We discuss here the brain developmental phenotype observed in mice heterozygote for an N-terminal truncated LIS1 protein in view of known LIS1 protein interactions.
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Affiliation(s)
- O Reiner
- Department of Molecular Genetics, The Weizmann Institute of Science, Rehovot, Israel
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Guerrini R, Carrozzo R. Epilepsy and genetic malformations of the cerebral cortex. AMERICAN JOURNAL OF MEDICAL GENETICS 2002; 106:160-73. [PMID: 11579436 DOI: 10.1002/ajmg.1569] [Citation(s) in RCA: 82] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Malformations of the cerebral cortex are an important cause of developmental disabilities and epilepsy. Here we review those malformations for which a genetic basis has been elucidated or is suspected and the types of associated epilepsy. Schizencephaly (cleft brain) has a wide anatomo-clinical spectrum, including partial epilepsy in most patients. Familial occurrence is rare. Heterozygous mutations in the EMX2 gene were reported in 13 patients. X-linked bilateral periventricular nodular heterotopia (BPNH) consists of typical BPNH with epilepsy in females and prenatal lethality in males. About 88% of patients have partial epilepsy. Filamin A mutations, all leading to a truncated protein, have been reported in three families and in sporadic patients. The most frequent forms of lissencephaly (agyria-pachygyria) are caused by mutations of LIS1. XLIS mutations cause classical lissencephaly in hemizygous males and subcortical band heterotopia (SBH) in heterozygous females. The thickness of the heterotopic band and the degree of pachygyria correlate with the likelihood of developing Lennox-Gastaut syndrome. Mutations of the coding region of XLIS were found in all reported pedigrees and in 38-91% of sporadic female patients with SBH. With few exceptions, children with LIS1 mutations have isolated lissencephaly, with severe developmental delay and infantile spasms. Autosomal recessive lissencephaly with cerebellar hypoplasia, accompanied by severe developmental delay, seizures, and hypotonia has been associated with mutations of the reelin gene. Fukuyama congenital muscular dystrophy is due to mutations of the fukutin gene and is accompanied by polymicrogyria. Febrile seizures and epilepsy with generalized tonic-convulsions appear in about 50% of children but are usually not severe. Tuberous sclerosis (TS) is caused by mutations in at least two genes, TSC1 and TSC2; 75% of cases are sporadic; 60% of patients have epilepsy, manifested in 50% of them as infantile spasms. TSC1 mutations seem to cause a milder disease with fewer cortical tubers and lower frequency of seizures. Among several syndromes featuring polymicrogyria, bilateral perisylvian polymicrogyria had familial occurrence on several occasions. Genetic heterogeneity is likely, including autosomal recessive, X-linked dominant, X-linked recessive inheritance, and association with 22q11.2 deletions. About 65% of patients have severe epilepsy, often Lennox-Gastaut syndrome.
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Affiliation(s)
- R Guerrini
- Pediatric Neurology, Institute of CHild Health and Great Ormond Street Hospital for Children, University College of London, UK.
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Abstract
The promise of genetics has been partly realized in our understanding of human brain development as this relates to disorders of gyral formation. Cerebral gyral dysplasias are disorders of brain formation that result in phenotypes with the common feature of abnormal cerebral gyri. This review emphasizes the recent progress made in understanding the human lissencephalies and related disorders. LIS1 heterozygous loss-of-function deletions and point mutations, as well as Doublecortin mutations in males, lead to a very similar phenotype, termed type 1 lissencephaly. Additionally, Doublecortin mutations in females lead to a more variable subcortical band heterotopia. Given the similarities between the lissencephaly phenotypes that result from aberrations in these genes, it is important to review the genetics of these disorders. In order to begin to understand the cell biology of the LIS1 protein and the Doublecortin protein, potentially interacting pathways need to be emphasized. Another human genetic disorder with an interestingly similar phenotype has a mouse correlate that has been well characterized. This surprising finding may lead to further understanding of LIS1 protein and of Doublecortin protein. Furthermore, mouse modeling of the aforementioned human disorders now holds promise for enabling us finally to understand the formation of the most complex organ that nature has produced - the human brain.
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Affiliation(s)
- G D Clark
- Departments of Pediatrics, Neurology and Neuroscience, Baylor College of Medicine, Houston, Texas, USA.
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Sweeney KJ, Prokscha A, Eichele G. NudE-L, a novel Lis1-interacting protein, belongs to a family of vertebrate coiled-coil proteins. Mech Dev 2001; 101:21-33. [PMID: 11231056 DOI: 10.1016/s0925-4773(00)00543-8] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The LIS1-encoded protein (Lis1) plays a role in brain development because a hemizygous deletion or mutation of the human gene causes neuronal migration disorders, such as Miller-Dieker syndrome (MDS) or isolated lissencephaly sequence (ILS). Using a yeast two-hybrid screen, we have isolated a novel protein that interacts with mouse Lis1 (mLis1) which is termed mouse NudE-like protein (mNudE-L) because of its 49% amino acid conservation with NudE, a protein involved in nuclear migration in Aspergillus nidulans. GST pull-down assays and co-immunoprecipitation of fusion proteins expressed in mammalian cells confirmed the interaction of mLis1 and mNudE-L. mNudE-L gives rise to a approximately 2.3 kb mRNA and encodes an ORF corresponding to approximately 38 kDa protein. The overall amino acid sequence of mNudE-L is 49-95% identical to proteins found in a variety of organisms, thus establishing mNudE-L as a new member of a protein family. The hallmark of this family is an N-terminal region predicted to form a coiled-coil domain. We show that mNudE-L and mLis1 are coexpressed in the postnatal and adult cerebral cortices and in the Purkinje neurons of the cerebellum. In contrast to mLis1, mNudE-L transcripts are absent in the mitral cell layer of the olfactory bulb and in the inward migrating granular neurons of the developing cerebellum. Mutant mLis1 proteins modelling mutations found in human lissencephaly patients fail to interact with mNudE-L, raising the possibility that phenotypic changes result, in part, from the inability of mutant Lis1 proteins to interact with the human NudE-L polypeptide.
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Affiliation(s)
- K J Sweeney
- Max Planck Institute for Experimental Endocrinology, Feodor-Lynen Strasse 7, 30625, Hannover, Germany
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Smith DS, Niethammer M, Ayala R, Zhou Y, Gambello MJ, Wynshaw-Boris A, Tsai LH. Regulation of cytoplasmic dynein behaviour and microtubule organization by mammalian Lis1. Nat Cell Biol 2000; 2:767-75. [PMID: 11056530 DOI: 10.1038/35041000] [Citation(s) in RCA: 321] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Whereas total loss of Lis1 is lethal, disruption of one allele of the Lis1 gene results in brain abnormalities, indicating that developing neurons are particularly sensitive to a reduction in Lis1 dosage. Here we show that Lis1 is enriched in neurons relative to levels in other cell types, and that Lis1 interacts with the microtubule motor cytoplasmic dynein. Production of more Lis1 in non-neuronal cells increases retrograde movement of cytoplasmic dynein and leads to peripheral accumulation of microtubules. These changes may reflect neuron-like dynein behaviours induced by abundant Lis1. Lis1 deficiency produces the opposite phenotype. Our results indicate that abundance of Lis1 in neurons may stimulate specific dynein functions that function in neuronal migration and axon growth.
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Affiliation(s)
- D S Smith
- Department of Pathology Harvard Medical School, 200 Longwood Avenue, Boston, Massachussetts 02115, USA
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Abstract
Nuclear movement is critical for several developmental processes in eukaryotes. Drosophila oogenesis provides a paradigmatic example in which localization of the nucleus generates a source of cellular asymmetry that is used in patterning both the anterior-posterior and the dorsal-ventral axes of the oocyte. In this study we show that mutations in the Drosophila Lissencephaly1 (DLis1) gene result in partial ventralization of the eggshell. DLis1 mutations affect the localization of gurken mRNA and protein in the oocyte. These defects are correlated with incorrect positioning of the oocyte nucleus, suggesting that DLis1 is required for nuclear migration. DLis1 shows significant sequence conservation across the evolutionary spectrum. Fungal cognates of DLis1 are involved in nuclear migration while homologs in humans and mice are implicated in neuronal migration. DLis1 shows genetic interactions with the Glued and Dynein heavy chain subunits of the dynein/dynactin complex, supporting the idea that the Lis1 family of proteins plays a role in microtubule motor-based nuclear motility.
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Affiliation(s)
- Y Lei
- Program in Molecular Biology, MC1340, Department of Biological Sciences, University of Southern California, 835 West 37th Street, Los Angeles, California 90089-1340, USA
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Abstract
Neurons that constitute the cerebral cortex must migrate hundreds of cell-body distances from their place of birth, and through several anatomical boundaries, to reach their final position within the correct cortical layer. Human neurological conditions associated with abnormal neuronal migration, together with spontaneous and engineered mouse mutants, define at least four distinct steps in cortical neuronal migration. Many of the genes that control neuronal migration have strong genetic or biochemical links to the cytoskeleton, suggesting that the field of neuronal migration might be closing in on the underlying cytoskeletal events.
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Affiliation(s)
- J G Gleeson
- Division of Pediatric Neurology, Dept of Neurosciences, University of California, San Diego, La Jolla, CA 92093-09624, USA
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Sweeney KJ, Clark GD, Prokscha A, Dobyns WB, Eichele G. Lissencephaly associated mutations suggest a requirement for the PAFAH1B heterotrimeric complex in brain development. Mech Dev 2000; 92:263-71. [PMID: 10727864 DOI: 10.1016/s0925-4773(00)00242-2] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Human brain malformations, such as Miller-Dieker syndrome (MDS) or isolated lissencephaly sequence (ILS) may result from abnormal neuronal migration during brain development. MDS and ILS patients have a hemizygous deletion or mutation in the LIS1 gene (PAFAH1B1), therefore, the LIS1 encoded protein (Lis1) may play a role in neuronal migration. Lis1 is a subunit of a brain platelet-activating factor acetylhydrolase (PAFAH1B) where it forms a heterotrimeric complex with two hydrolase subunits, referred to as 29 kDa (PAFAH1B3) and 30 kDa (PAFAH1B2). In order to determine whether this heterotrimer is required for the developmental functions of PAFAH1B, we examined the binding properties of 29 and 30 kDa subunits to mutant Lis1 proteins. The results defined the critical regions of Lis1 for PAFAH1B complex formation and demonstrated that all human LIS1 mutations examined resulted in abolished or reduced capacity of Lis1 to interact with the 29 and 30 kDa subunits, suggesting that the PAFAH1B complex participates in the process of neuronal migration.
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Affiliation(s)
- K J Sweeney
- Max Planck Institute for Experimental Endocrinology, Feodor-Lynen Strasse 7, D-30625, Hannover, Germany
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Vallee RB, Faulkner NE, Tai CY. The role of cytoplasmic dynein in the human brain developmental disease lissencephaly. BIOCHIMICA ET BIOPHYSICA ACTA 2000; 1496:89-98. [PMID: 10722879 DOI: 10.1016/s0167-4889(00)00011-2] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Lissencephaly is a brain developmental disorder characterized by disorganization of the cortical regions resulting from defects in neuronal migration. Recent evidence has implicated the human LIS-1 gene in Miller-Dieker lissencephaly and isolated lissencephaly sequence. LIS-1 is homologous to the fungal genes NudF and PAC1, which are involved in cytoplasmic dynein mediated nuclear transport, but it is also almost identical to a subunit of PAF acetylhydrolase, an enzyme which inactivates the lipid mediator platelet activating factor. Recent evidence from our laboratory has revealed that cytoplasmic dynein coimmunoprecipitates with LIS-1 in bovine brain cytosol, supporting a role in the dynein pathway in vertebrates. Overexpression of LIS-1 interferes with cell division, with noteworthy effects on chromosome attachment to the mitotic spindle and on the interaction of astral microtubules with the cell cortex. Other aspects of dynein function, such as the organization of the Golgi apparatus, are not affected. Together, these results suggest a role for LIS-1 in cytoplasmic dynein functions involving microtubule plus-ends. Furthermore, they suggest that mutations in LIS-1 may produce a lissencephalic phenotype either by interfering with the movement of neuronal nuclei within extending processes, or by interference with the division cycle of neuronal progenitor cells in the ventricular and subventricular zones of the developing nervous system.
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Affiliation(s)
- R B Vallee
- University of Massachusetts Medical School, 377 Plantation Street, Worcester, MA 01605, USA.
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