The Library of Integrated Network-Based Cellular Signatures (LINCS) is an NIH Common Fund program that catalogs how human cells globally respond to chemical, genetic, and disease perturbations. Resources generated by LINCS include experimental and computational methods, visualization tools, molecular and imaging data, and signatures. By assembling an integrated picture of the range of responses of human cells exposed to many perturbations, the LINCS program aims to better understand human disease and to advance the development of new therapies. Perturbations under study include drugs, genetic perturbations, tissue micro-environments, antibodies, and disease-causing mutations. Responses to perturbations are measured by transcript profiling, mass spectrometry, cell imaging, and biochemical methods, among other assays. The LINCS program focuses on cellular physiology shared among tissues and cell types relevant to an array of diseases, including cancer, heart disease, and neurodegenerative disorders. This Perspective describes LINCS technologies, datasets, tools, and approaches to data accessibility and reusability.

Mutations in genes encoding for the sarcoglycans, a subset of proteins within the dystrophin–glycoprotein complex, produce a limb-girdle muscular dystrophy phenotype; however, the precise role of this group of proteins in the skeletal muscle is not known. To understand the role of the sarcoglycan complex, we looked for sarcoglycan interacting proteins with the hope of finding novel members of the dystrophin–glycoprotein complex. Using the yeast two-hybrid method, we have identified a skeletal muscle-specific form of filamin, which we term filamin 2 (FLN2), as a γ- and δ-sarcoglycan interacting protein. In addition, we demonstrate that FLN2 protein localization in limb-girdle muscular dystrophy and Duchenne muscular dystrophy patients and mice is altered when compared with unaffected individuals. Previous studies of filamin family members have determined that these proteins are involved in actin reorganization and signal transduction cascades associated with cell migration, adhesion, differentiation, force transduction, and survival. Specifically, filamin proteins have been found essential in maintaining membrane integrity during force application. The finding that FLN2 interacts with the sarcoglycans introduces new implications for the pathogenesis of muscular dystrophy.

Dystrobrevin is a component of the dystrophin-associated protein complex and has been shown to interact directly with dystrophin, ␣1-syntrophin, and the sarcoglycan complex. The precise role of ␣-dystrobrevin in skeletal muscle has not yet been determined. To study ␣-dystrobrevin's function in skeletal muscle, we used the yeast two-hybrid approach to look for interacting proteins. Three overlapping clones were identified that encoded an intermediate filament protein we subsequently named desmuslin (DMN). Sequence analysis revealed that DMN has a short N-terminal domain, a conserved rod domain, and a long C-terminal domain, all common features of type 6 intermediate filament proteins. A positive interaction between DMN and ␣-dystrobrevin was confirmed with an in vitro coimmunoprecipitation assay. By Northern blot analysis, we find that DMN is expressed mainly in heart and skeletal muscle, although there is some expression in brain. Western blotting detected a 160-kDa protein in heart and skeletal muscle. Immunofluorescent microscopy localizes DMN in a stripe-like pattern in longitudinal sections and in a mosaic pattern in cross sections of skeletal muscle. Electron microscopic analysis shows DMN colocalized with desmin at the Z-lines. Subsequent coimmunoprecipitation experiments confirmed an interaction with desmin. Our findings suggest that DMN may serve as a direct linkage between the extracellular matrix and the Z-discs (through plectin) and may play an important role in maintaining muscle cell integrity.T he severe muscle wasting disorder, Duchenne muscular dystrophy, is caused by abnormalities in the dystrophin gene (1). The dystrophin protein is expressed in heart and skeletal muscle, where it is part of the dystrophin-associated protein complex. Dystrophin's N-terminal domain binds to actin, whereas the WW domain and the total cysteine-rich domain bind to ␤-dystroglycan (2), a component of the dystroglycan subcomplex. This subcomplex links to laminin, a major component of the basal membrane, thereby forming the linkage between an intracellular protein, actin, and the extracellular matrix.A second subcomplex of the dystrophin-associated protein complex includes four transmembrane proteins (␣-, ␤-, ␥-, and ␦-sarcoglycan) (3). Each has been shown to be involved in different forms of limb-girdle muscular dystrophy (LGMD 2D, 2E, 2C, and 2F) (4-8). ␣-Sarcoglycan is a type 1 transmembrane protein and is expressed in heart and skeletal muscle. ␤-, ␥-, and ␦-sarcoglycans are type 2 transmembrane proteins containing a cluster of cysteine residues in their extracellular domains. These four proteins form the sarcoglycan complex, which is thought to be involved in some type of signaling pathway (9).A third subcomplex of the dystrophin-associated protein complex involves ␣-dystrobrevin (10-12) and the syntrophins (␣1, ␤1, and ␤2) (13-15). These intracellular proteins directly bind to dystrophin (16,17). In addition, the N-terminal region of ␣-dystrobrevin associates with the sarcoglycan complex (18). There are at least ...

FilaminC (FLNc) is the muscle-specific member of a family of actin binding proteins. Although it interacts with many proteins involved in muscular dystrophies, its unique role in muscle is poorly understood. To address this, two models were developed. First, FLNc expression was stably reduced in C2C12 myoblasts by RNA interference. While these cells start differentiation normally, they display defects in differentiation and fusion ability and ultimately form multinucleated "myoballs" rather than maintain elongated morphology. Second, a mouse model carrying a deletion of last 8 exons of Flnc was developed. FLNc-deficient mice die shortly after birth, due to respiratory failure, and have severely reduced birth weights, with fewer muscle fibers and primary myotubes, indicating defects in primary myogenesis. They exhibit variation in fiber size, fibers with centrally located nuclei, and some rounded fibers resembling the in vitro phenotype. The similarity of the phenotype of FLNc-deficient mice to the filamin-interacting TRIO null mice was further confirmed by comparing FLNc-deficient C2C12 cells to TRIO-deficient cells. These data provide the first evidence that FLNc has a crucial role in muscle development and maintenance of muscle structural integrity and suggest the presence of a TRIO-FLNcdependent pathway in maintaining proper myotube structure.

Answer ALS is a biological and clinical resource of patient-derived, induced pluripotent stem (iPS) cell lines, multi-omic data derived from iPS neurons and longitudinal clinical and smartphone data from over 1,000 patients with ALS. This resource provides population-level biological and clinical data that may be employed to identify clinical–molecular–biochemical subtypes of amyotrophic lateral sclerosis (ALS). A unique smartphone-based system was employed to collect deep clinical data, including fine motor activity, speech, breathing and linguistics/cognition. The iPS spinal neurons were blood derived from each patient and these cells underwent multi-omic analytics including whole-genome sequencing, RNA transcriptomics, ATAC-sequencing and proteomics. The intent of these data is for the generation of integrated clinical and biological signatures using bioinformatics, statistics and computational biology to establish patterns that may lead to a better understanding of the underlying mechanisms of disease, including subgroup identification. A web portal for open-source sharing of all data was developed for widespread community-based data analytics.

Spinal muscular atrophy (SMA) is a common recessive disorder characterized by the loss of lower motor neurons in the spinal cord. The disease has been classified into three types based on age of onset and severity. SMA I-III all map to chromosome 5q13 (refs 2,3), and nearly all patients display deletions or gene conversions of the survival motor neuron (SMN1) gene. Some correlation has been established between SMN protein levels and disease course; nevertheless, the genetic basis for SMA phenotypic variability remains unclear, and it has been postulated that the loss of an additional modifying factor contributes to the severity of type I SMA. Using comparative genomics to screen for such a factor among evolutionarily conserved sequences between mouse and human, we have identified a novel transcript, H4F5, which lies closer to SMN1 than any previously identified gene in the region. A multi-copy microsatellite marker that is deleted in more than 90% of type I SMA chromosomes is embedded in an intron of this gene, indicating that H4F5 is also highly deleted in type I SMA chromosomes, and thus is a candidate phenotypic modifier for SMA.

Spinal muscular atrophy (SMA) is the second most common lethal, autosomal recessive disease in Caucasians (after cystic fibrosis). Childhood SMAs are divided into three groups (type I, II and III), which are allelic variants of the same locus in a region of approximately 850 kb in chromosome 5q12-q13, containing multiple copies of a novel, chromosome 5-specific repeat as well as many atypical pseudogenes. This has hampered the identification of candidate genes. We have identified several coding sequences unique to the SMA region. A genomic fragment detected by one cDNA is homozygously deleted in 17/29 (58%) of type I SMA patients. Of 235 unaffected individuals examined, only two showed the deletion and both are carriers of SMA. Our results suggest that deletion of at least part of this novel gene is directly related to the phenotype of SMA.

Calpain 3 (C3) is the only muscle-specific member of the calcium-dependent protease family. Although neither its physiological function nor its in vivo substrates are known, C3 must be an important protein for normal muscle function as mutations in the C3 gene result in limb-girdle muscular dystrophy type 2A. Previous reports have shown that the ubiquitous calpains (mu and m) proteolyze filamins in nonmuscle cells. This observation suggests that the muscle-specific filamin C (FLNC) is a good candidate substrate for C3. Binding studies using recombinant proteins establish that recombinant C3 and native FLNC can interact. When these two proteins are translated in vitro and incubated together, C3 cleaves the C-terminal portion of FLNC. Cleavage is specific as C3 fails to cleave FLNC lacking its C-terminal hinge and putative dimerization domains. Cotransfection experiments in COS-7 cells confirm that C3 can cleave the C-terminus of FLNC in live cells. The C-terminus of FLNC has been shown to bind the cytoplasmic domains of both delta- and gamma-sarcoglycan. Removal of the last 127 amino acids from FLNC, a protein that mimics FLNC after C3 cleavage, abolishes this interaction with the sarcoglycans. These studies confirm that C3 can cleave FLNC in vitro and suggest that FLNC may be an in vivo substrate for C3, functioning to regulate protein-protein interactions with the sarcoglycans. Thus, calpain-mediated remodeling of cytoskeletal-membrane interactions, such as those that occur during myoblast fusion and muscle repair, may involve regulation of FLNC-sarcoglycan interactions.