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Neeha Zaidi

Publications and source records attributed to Neeha Zaidi.

5 recordsLinked to original sources

Differential cell signaling testing for cell-cell communication inference from single-cell data by dominoSignal.

MOTIVATION: Algorithms for ligand-receptor network inference have emerged as commonly used tools to estimate cell-cell communication from reference single-cell data. Many studies employ these algorithms to compare signaling between conditions and lack methods to statistically identify signals that are significantly different. We previously developed the cell communication inference algorithm Domino, which considers ligand and receptor gene expression in association with downstream transcription factor activity scoring. We developed the dominoSignal software to innovate upon Domino and extend its functionality to test statistically differential cellular signaling. RESULTS: This new functionality includes the compilation of active signals as linkages from multiple subjects in a single-cell data set and testing condition-dependent signaling linkage. The software is applicable for analysis of single-cell data sets with multiple subjects as biological replicates as well as with bootstrapped replicates from data sets with few or pooled subjects. We use simulation studies to benchmark the number of subjects in compared groups and cells within an annotated cell type sufficient to accurately identify differential linkages. We demonstrate the application of the Differential Cell Signaling Test (DCST) in the dominoSignal software to investigate consequences of cancer cell phenotypes and immunotherapy on cell-cell communication in tumor microenvironments. These applications in cancer studies demonstrate the ability of differential cell signaling analysis to infer changes to cell communication networks from therapeutic or experimental perturbations, which is broadly applicable across biological systems. AVAILABILITY: dominoSignal is available through Bioconductor at https://www.bioconductor.org/packages/release/bioc/html/dominoSignal.html.

Cell Communication↗

Evidence that calcineurin is required for the genesis of bone-resorbing osteoclasts.

Here, we demonstrate that the Ca(2+)/calmodulin-sensitive phosphatase calcineurin is a necessary downstream mediator for osteoclast differentiation. Using quantitative PCR, we detected the calcineurin isoforms Aalpha, Abeta, Agamma (catalytic), and B1 (regulatory) in osteoclast precursor RAW-C3 cells. We found that, although the expression of these isoforms remained relatively unchanged during osteoclast differentiation, there was a profound increase in the expression of their primary substrate for calcineurin, nuclear factor of activated T cells (NFAT)c1. For gain-of-function studies, we incubated osteoclast precursors for 10 min with a calcineurin fusion protein (TAT-calcineurin Aalpha); this resulted in its receptorless influx into >90% of the precursor cells. A marked increase in the expression of the osteoclast differentiation markers tartrate-resistant acid phosphatase (TRAP) and integrin beta(3) followed. In addition, the expression of NFATc1, as well as the alternative substrate for calcineurin, IkappaBalpha, was significantly enhanced. Likewise, transfection with constitutively active NFAT resulted in an increased expression of both TRAP and integrin beta(3). In parallel loss-of-function studies, transfection with dominant-negative NFAT not only inhibited osteoclast formation but also reversed the induction of NFATc1, TRAP, and integrin beta(3) by TAT-calcineurin Aalpha. The expression of these markers was also inhibited by calcineurin Aalpha U1 small nuclear RNA, which significantly reduced calcineurin Aalpha mRNA and protein expression. Consistent with these observations, we observed a reduction in osteoclastogenesis in calcineurin Aalpha(-/-) cells and in osteoclast precursors treated with the calcineurin inhibitors cyclosporin A and FK506. Together, the gain- and loss-of-function experiments establish that calcineurin Aalpha is necessary for osteoclast formation from its precursor and that this occurs via an NFATc1-dependent mechanism.

Acid Phosphatase↗

Calcineurin regulates bone formation by the osteoblast.

Two of the most commonly used immunosuppressants, cyclosporine A and tacrolimus (FK506), inhibit the activity of a ubiquitously expressed Ca(2+)/calmodulin-sensitive phosphatase, calcineurin. Because both drugs also cause profound bone loss in humans and in animal models, we explored whether calcineurin played a role in regulating skeletal remodeling. We found that osteoblasts contained mRNA and protein for all isoforms of calcineurin A and B. TAT-assisted transduction of fusion protein TAT-calcineurin Aalpha into osteoblasts resulted in the enhanced expression of the osteoblast differentiation markers Runx-2, alkaline phosphatase, bone sialoprotein, and osteocalcin. This expression was associated with a dramatic enhancement of bone formation in intact calvarial cultures. Calcineurin Aalpha(-/-) mice displayed severe osteoporosis, markedly reduced mineral apposition rates, and attenuated colony formation in 10-day ex vivo stromal cell cultures. The latter was associated with significant reductions in Runx2, bone sialoprotein, and osteocalcin expression, paralleled by similar decreases in response to FK506. Together, the gain- and loss-of-function experiments indicate that calcineurin regulates bone formation through an effect on osteoblast differentiation.

Animals↗

Transduction of TAT fusion proteins into osteoclasts and osteoblasts.

It has been difficult to transduce primary cultures of bone cells with proteins of interest. Here, we report the development and validation of a new technology for transduction of osteoblasts and osteoclasts with peptides and moderately sized proteins. Fusion proteins between TAT, an 11 amino acid Arg-rich sequence derived from the HIV protein, and either hemagglutinin or calcineurin Aalpha were synthesized and purified. Exposure of osteoblasts and osteoclasts in primary culture to either TAT-HA or TAT-calcineurin Aalpha resulted in a rapid (within 10 min) intracellular movement of the fusion protein evident on co-immunostaining. Almost 99% of cells were transduced and the fusion protein was retained in approximately 50% of the cells for up to 5 days. TAT did not abolish the functionality of calcineurin Aalpha; the fusion protein stimulated osteoblast differentiation and inhibited osteoclastic resorption. We expect that our studies will provide a firm basis for the future development of TAT fusion proteins for critical molecules involved in bone cell differentiation and function.

Animals↗

Molecular cloning, expression, and function of osteoclastic calcineurin Aalpha.

This study explores the role of the calmodulin- and Ca(2+)-sensitive phosphatase calcineurin A in the control of bone resorption by mature osteoclasts. We first cloned full-length calcineurin Aalpha and Abeta cDNA from a rabbit osteoclast library. Sequence analysis revealed an approximately 95 and 86% homology between the amino acid and the nucleotide sequences, respectively, of the two isoforms. The two rabbit isoforms also showed significant homology with the mouse, rat, and human homologs. In situ RT-PCR showed evidence of high levels of expression of calcineurin Aalpha mRNA in freshly isolated rat osteoclasts. Semiquantitative analysis of staining intensity revealed no significant difference in calcineurin Aalpha expression in cells treated with vehicle vs. those treated with the calcineurin (activity) inhibitors cyclosporin A (8 x 10(-7) M) and FK506 (5 x 10(-9) and 5 x 10(-7) M). We then constructed a fusion protein comprising calcineurin Aalpha and TAT, a 12-amino acid-long arginine-rich sequence of the human immunodeficiency virus protein. Others have previously shown that the fusion of proteins to this sequence results in their receptor-less transduction into cells, including osteoclasts. Similarly, unfolding of the TAT-calcineurin Aalpha fusion protein by shocking with 8 M urea resulted in its rapid influx, within minutes, into as many as 90% of all freshly isolated rat osteoclasts, as was evident on double immunostaining with anti-calcineurin Aalpha and anti-TAT antibodies. Pit assays performed with TAT-calcineurin Aalpha-positive osteoclasts revealed a concentration-dependent (10-200 nM) attenuation of bone resorption in the absence of cell cytotoxicity or changes in cell number. TAT-hemaglutinin did not produce significant effects on bone resorption or cell number. The study suggests the following: 1) the 61-kDa protein phosphatase calcineurin Aalpha can be effectively tranduced into osteoclasts by using the TAT-based approach, and 2) the transduced protein retains its capacity to inhibit osteoclastic bone resorption.

Amino Acid Sequence↗