@article {68422, title = {Fly Cell Atlas: A single-nucleus transcriptomic atlas of the adult fruit fly.}, journal = {Science}, volume = {375}, year = {2022}, month = {03/2022}, pages = {eabk2432}, abstract = {

For more than 100 years, the fruit fly has been one of the most studied model organisms. Here, we present a single-cell atlas of the adult fly, Tabula , that includes 580,000 nuclei from 15 individually dissected sexed tissues as well as the entire head and body, annotated to \>250 distinct cell types. We provide an in-depth analysis of cell type-related gene signatures and transcription factor markers, as well as sexual dimorphism, across the whole animal. Analysis of common cell types between tissues, such as blood and muscle cells, reveals rare cell types and tissue-specific subtypes. This atlas provides a valuable resource for the community and serves as a reference to study genetic perturbations and disease models at single-cell resolution.

}, keywords = {Animals, Cell Nucleus, Databases, Genetic, Drosophila melanogaster, Drosophila Proteins, Female, Gene Expression Regulation, Gene Regulatory Networks, Genes, Insect, Male, RNA-Seq, Sex Characteristics, Single-Cell Analysis, Transcription Factors, Transcriptome}, issn = {1095-9203}, doi = {10.1126/science.abk2432}, author = {Li, Hongjie and Janssens, Jasper and De Waegeneer, Maxime and Kolluru, Sai Saroja and Davie, Kristofer and Gardeux, Vincent and Saelens, Wouter and David, Fabrice P A and Brbi{\'c}, Maria and Spanier, Katina and Leskovec, Jure and McLaughlin, Colleen N and Xie, Qijing and Jones, Robert C and Brueckner, Katja and Shim, Jiwon and Tattikota, Sudhir Gopal and Schnorrer, Frank and Rust, Katja and Nystul, Todd G and Carvalho-Santos, Zita and Ribeiro, Carlos and Pal, Soumitra and Mahadevaraju, Sharvani and Przytycka, Teresa M and Allen, Aaron M and Goodwin, Stephen F and Berry, Cameron W and Fuller, Margaret T and White-Cooper, Helen and Matunis, Erika L and DiNardo, Stephen and Galenza, Anthony and O{\textquoteright}Brien, Lucy Erin and Dow, Julian A T and Jasper, Heinrich and Oliver, Brian and Perrimon, Norbert and Deplancke, Bart and Quake, Stephen R and Luo, Liqun and Aerts, Stein and Agarwal, Devika and Ahmed-Braimah, Yasir and Arbeitman, Michelle and Ariss, Majd M and Augsburger, Jordan and Ayush, Kumar and Baker, Catherine C and Banisch, Torsten and Birker, Katja and Bodmer, Rolf and Bolival, Benjamin and Brantley, Susanna E and Brill, Julie A and Brown, Nora C and Buehner, Norene A and Cai, Xiaoyu Tracy and Cardoso-Figueiredo, Rita and Casares, Fernando and Chang, Amy and Clandinin, Thomas R and Crasta, Sheela and Desplan, Claude and Detweiler, Angela M and Dhakan, Darshan B and Don{\`a}, Erika and Engert, Stefanie and Floc{\textquoteright}hlay, Swann and George, Nancy and Gonz{\'a}lez-Segarra, Amanda J and Groves, Andrew K and Gumbin, Samantha and Guo, Yanmeng and Harris, Devon E and Heifetz, Yael and Holtz, Stephen L and Horns, Felix and Hudry, Bruno and Hung, Ruei-Jiun and Jan, Yuh Nung and Jaszczak, Jacob S and Jefferis, Gregory S X E and Karkanias, Jim and Karr, Timothy L and Katheder, Nadja Sandra and Kezos, James and Kim, Anna A and Kim, Seung K and Kockel, Lutz and Konstantinides, Nikolaos and Kornberg, Thomas B and Krause, Henry M and Labott, Andrew Thomas and Laturney, Meghan and Lehmann, Ruth and Leinwand, Sarah and Li, Jiefu and Li, Joshua Shing Shun and Li, Kai and Li, Ke and Li, Liying and Li, Tun and Litovchenko, Maria and Liu, Han-Hsuan and Liu, Yifang and Lu, Tzu-Chiao and Manning, Jonathan and Mase, Anjeli and Matera-Vatnick, Mikaela and Matias, Neuza Reis and McDonough-Goldstein, Caitlin E and McGeever, Aaron and McLachlan, Alex D and Moreno-Roman, Paola and Neff, Norma and Neville, Megan and Ngo, Sang and Nielsen, Tanja and O{\textquoteright}Brien, Caitlin E and Osumi-Sutherland, David and Ozel, Mehmet Neset and Papatheodorou, Irene and Petkovic, Maja and Pilgrim, Clare and Pisco, Angela Oliveira and Reisenman, Carolina and Sanders, Erin Nicole and Dos Santos, Gilberto and Scott, Kristin and Sherlekar, Aparna and Shiu, Philip and Sims, David and Sit, Rene V and Slaidina, Maija and Smith, Harold E and Sterne, Gabriella and Su, Yu-Han and Sutton, Daniel and Tamayo, Marco and Tan, Michelle and Tastekin, Ibrahim and Treiber, Christoph and Vacek, David and Vogler, Georg and Waddell, Scott and Wang, Wanpeng and Wilson, Rachel I and Wolfner, Mariana F and Wong, Yiu-Cheung E and Xie, Anthony and Xu, Jun and Yamamoto, Shinya and Yan, Jia and Yao, Zepeng and Yoda, Kazuki and Zhu, Ruijun and Zinzen, Robert P} } @article {68419, title = {Transcription factor Acj6 controls dendrite targeting via a combinatorial cell-surface code.}, journal = {Neuron}, volume = {110}, year = {2022}, month = {07/2022}, pages = {2299-2314.e8}, abstract = {

Transcription factors specify the fate and connectivity of developing neurons. We investigate how a lineage-specific transcription factor, Acj6, controls the precise dendrite targeting of Drosophila olfactory projection neurons (PNs) by regulating the expression of cell-surface proteins. Quantitative cell-surface proteomic profiling of wild-type and acj6 mutant PNs in intact developing brains, and a proteome-informed genetic screen identified PN surface proteins that execute Acj6-regulated wiring decisions. These include canonical cell adhesion molecules and proteins previously not associated with wiring, such as Piezo, whose mechanosensitive ion channel activity is dispensable for its function in PN dendrite targeting. Comprehensive genetic analyses revealed that Acj6 employs unique sets of cell-surface proteins in different PN types for dendrite targeting. Combined expression of Acj6 wiring executors rescued acj6 mutant phenotypes with higher efficacy and breadth than expression of individual executors. Thus, Acj6 controls wiring specificity of different neuron types by specifying distinct combinatorial expression of cell-surface executors.

}, keywords = {Animals, Dendrites, Drosophila, Drosophila Proteins, Ion Channels, Membrane Proteins, Nerve Tissue Proteins, Olfactory Pathways, Olfactory Receptor Neurons, POU Domain Factors, Proteomics, Transcription Factors}, issn = {1097-4199}, doi = {10.1016/j.neuron.2022.04.026}, author = {Xie, Qijing and Li, Jiefu and Li, Hongjie and Udeshi, Namrata D and Svinkina, Tanya and Orlin, Daniel and Kohani, Sayeh and Guajardo, Ricardo and Mani, D R and Xu, Chuanyun and Li, Tongchao and Han, Shuo and Wei, Wei and Shuster, S Andrew and Luginbuhl, David J and Quake, Stephen R and Murthy, Swetha E and Ting, Alice Y and Carr, Steven A and Luo, Liqun} } @article {68425, title = {Single-cell transcriptomes of developing and adult olfactory receptor neurons in Drosophila}, journal = {Elife}, volume = {10}, year = {2021}, month = {02/2021}, abstract = {

Recognition of environmental cues is essential for the survival of all organisms. Transcriptional changes occur to enable the generation and function of the neural circuits underlying sensory perception. To gain insight into these changes, we generated single-cell transcriptomes of olfactory- (ORNs), thermo-, and hygro-sensory neurons at an early developmental and adult stage using single-cell and single-nucleus RNA sequencing. We discovered that ORNs maintain expression of the same olfactory receptors across development. Using receptor expression and computational approaches, we matched transcriptomic clusters corresponding to anatomically and physiologically defined neuron types across multiple developmental stages. We found that cell-type-specific transcriptomes partly reflected axon trajectory choices in development and sensory modality in adults. We uncovered stage-specific genes that could regulate the wiring and sensory responses of distinct ORN types. Collectively, our data reveal transcriptomic features of sensory neuron biology and provide a resource for future studies of their development and physiology.

}, keywords = {Animals, Drosophila melanogaster, Drosophila Proteins, Female, Male, Olfactory Receptor Neurons, Sequence Analysis, RNA, Single-Cell Analysis, Smell, Transcriptome}, issn = {2050-084X}, doi = {10.7554/eLife.63856}, author = {McLaughlin, Colleen N and Brbi{\'c}, Maria and Xie, Qijing and Li, Tongchao and Horns, Felix and Kolluru, Sai Saroja and Kebschull, Justus M and Vacek, David and Xie, Anthony and Li, Jiefu and Jones, Robert C and Leskovec, Jure and Quake, Stephen R and Luo, Liqun and Li, Hongjie} } @article {68426, title = {Temporal evolution of single-cell transcriptomes of olfactory projection neurons.}, journal = {Elife}, volume = {10}, year = {2021}, month = {01/2021}, abstract = {

Neurons undergo substantial morphological and functional changes during development to form precise synaptic connections and acquire specific physiological properties. What are the underlying transcriptomic bases? Here, we obtained the single-cell transcriptomes of olfactory projection neurons (PNs) at four developmental stages. We decoded the identity of 21 transcriptomic clusters corresponding to 20 PN types and developed methods to match transcriptomic clusters representing the same PN type across development. We discovered that PN transcriptomes reflect unique biological processes unfolding at each stage-neurite growth and pruning during metamorphosis at an early pupal stage; peaked transcriptomic diversity during olfactory circuit assembly at mid-pupal stages; and neuronal signaling in adults. At early developmental stages, PN types with adjacent birth order share similar transcriptomes. Together, our work reveals principles of cellular diversity during brain development and provides a resource for future studies of neural development in PNs and other neuronal types.

}, keywords = {Animals, Drosophila melanogaster, Neurites, Olfactory Nerve, Single-Cell Analysis, Time Factors, Transcriptome}, issn = {2050-084X}, doi = {10.7554/eLife.63450}, author = {Xie, Qijing and Brbi{\'c}, Maria and Horns, Felix and Kolluru, Sai Saroja and Jones, Robert C and Li, Jiefu and Reddy, Anay R and Xie, Anthony and Kohani, Sayeh and Li, Zhuoran and McLaughlin, Colleen N and Li, Tongchao and Xu, Chuanyun and Vacek, David and Luginbuhl, David J and Leskovec, Jure and Quake, Stephen R and Luo, Liqun and Li, Hongjie} } @article {68429, title = {Cell-Surface Proteomic Profiling in the Fly Brain Uncovers Wiring Regulators.}, journal = {Cell}, volume = {180}, year = {2020}, month = {01/2020}, pages = {373-386.e15}, abstract = {

Molecular interactions at the cellular interface mediate organized assembly of single cells into tissues and, thus, govern the development and physiology of multicellular organisms. Here, we developed a cell-type-specific, spatiotemporally resolved approach to profile cell-surface proteomes in intact tissues. Quantitative profiling of cell-surface proteomes of Drosophila olfactory projection neurons (PNs) in pupae and adults revealed global downregulation of wiring molecules and upregulation of synaptic molecules in the transition from developing to mature PNs. A proteome-instructed in\ vivo screen identified 20 cell-surface molecules regulating neural circuit assembly, many of which belong to evolutionarily conserved protein families not previously linked to neural development. Genetic analysis further revealed that the lipoprotein receptor LRP1 cell-autonomously controls PN dendrite targeting, contributing to the formation of a precise olfactory map. These findings highlight the power of temporally resolved in situ cell-surface proteomic profiling in discovering regulators of brain wiring.

}, keywords = {Animals, Axons, Brain, Dendrites, Drosophila melanogaster, Drosophila Proteins, Gene Expression Profiling, Gene Expression Regulation, Developmental, Membrane Proteins, Neurogenesis, Olfactory Nerve, Olfactory Pathways, Olfactory Receptor Neurons, Proteomics, Receptors, Lipoprotein, Smell}, issn = {1097-4172}, doi = {10.1016/j.cell.2019.12.029}, author = {Li, Jiefu and Han, Shuo and Li, Hongjie and Udeshi, Namrata D and Svinkina, Tanya and Mani, D R and Xu, Chuanyun and Guajardo, Ricardo and Xie, Qijing and Li, Tongchao and Luginbuhl, David J and Wu, Bing and McLaughlin, Colleen N and Xie, Anthony and Kaewsapsak, Pornchai and Quake, Stephen R and Carr, Steven A and Ting, Alice Y and Luo, Liqun} } @article {68428, title = {Single-Cell Transcriptomes Reveal Diverse Regulatory Strategies for Olfactory Receptor Expression and Axon Targeting.}, journal = {Curr Biol}, volume = {30}, year = {2020}, month = {04/2020}, pages = {1189-1198.e5}, abstract = {

The regulatory mechanisms by which neurons coordinate their physiology and connectivity are not well understood. The Drosophila olfactory receptor neurons (ORNs) provide an excellent system to investigate this question. Each ORN type expresses a unique olfactory receptor, or a combination thereof, and sends their axons to a stereotyped glomerulus. Using single-cell RNA sequencing, we identified 33 transcriptomic clusters for ORNs and mapped 20 to their glomerular types, demonstrating that transcriptomic clusters correspond well with anatomically and physiologically defined ORN types. Each ORN type expresses hundreds of transcription factors. Transcriptome-instructed genetic analyses revealed that (1) one broadly expressed transcription factor (Acj6) only regulates olfactory receptor expression in one ORN type and only wiring specificity in another type, (2) one type-restricted transcription factor (Forkhead) only regulates receptor expression, and (3) another type-restricted transcription factor (Unplugged) regulates both events. Thus, ORNs utilize diverse strategies and complex regulatory networks to coordinate their physiology and connectivity.

}, keywords = {Animals, Axons, Drosophila melanogaster, Drosophila Proteins, Forkhead Transcription Factors, Homeodomain Proteins, Nerve Tissue Proteins, Olfactory Receptor Neurons, POU Domain Factors, Receptors, Odorant, Single-Cell Analysis, Smell, Transcriptome}, issn = {1879-0445}, doi = {10.1016/j.cub.2020.01.049}, author = {Li, Hongjie and Li, Tongchao and Horns, Felix and Li, Jiefu and Xie, Qijing and Xu, Chuanyun and Wu, Bing and Kebschull, Justus M and McLaughlin, Colleen N and Kolluru, Sai Saroja and Jones, Robert C and Vacek, David and Xie, Anthony and Luginbuhl, David J and Quake, Stephen R and Luo, Liqun} } @article {68437, title = {Classifying Drosophila Olfactory Projection Neuron Subtypes by Single-Cell RNA Sequencing.}, journal = {Cell}, volume = {171}, year = {2017}, month = {11/2017}, pages = {1206-1220.e22}, abstract = {

The definition of neuronal type and how it relates to the transcriptome are open questions. Drosophila olfactory projection neurons (PNs) are among the best-characterized neuronal types: different PN classes target dendrites to distinct olfactory glomeruli, while PNs of the same class exhibit indistinguishable anatomical and physiological properties. Using single-cell RNA sequencing, we comprehensively characterized the transcriptomes of most PN classes and unequivocally mapped transcriptomes to specific olfactory function for six classes. Transcriptomes of\ closely related PN classes exhibit the largest differences during circuit assembly but become indistinguishable in adults, suggesting that neuronal subtype diversity peaks during development. Transcription factors and cell-surface molecules are the most differentially expressed genes between classes and are highly informative in encoding cell identity, enabling us to identify a new lineage-specific transcription factor that instructs PN dendrite targeting. These findings establish that neuronal transcriptomic identity corresponds with anatomical and physiological identity defined by connectivity and function.

}, keywords = {Animals, Brain, Cluster Analysis, Dendrites, Drosophila melanogaster, Gene Expression Profiling, Neurons, Olfactory Bulb, Organ Specificity, Pupa, Sequence Analysis, RNA, Single-Cell Analysis, Transcription Factors}, issn = {1097-4172}, doi = {10.1016/j.cell.2017.10.019}, author = {Li, Hongjie and Horns, Felix and Wu, Bing and Xie, Qijing and Li, Jiefu and Li, Tongchao and Luginbuhl, David J and Quake, Stephen R and Luo, Liqun} } @article {2201, title = {Single-molecule DNA sequencing of a viral genome.}, journal = {Science}, volume = {320}, year = {2008}, month = {2008 Apr 4}, pages = {106-9}, abstract = {

The full promise of human genomics will be realized only when the genomes of thousands of individuals can be sequenced for comparative analysis. A reference sequence enables the use of short read length. We report an amplification-free method for determining the nucleotide sequence of more than 280,000 individual DNA molecules simultaneously. A DNA polymerase adds labeled nucleotides to surface-immobilized primer-template duplexes in stepwise fashion, and the asynchronous growth of individual DNA molecules was monitored by fluorescence imaging. Read lengths of \>25 bases and equivalent phred software program quality scores approaching 30 were achieved. We used this method to sequence the M13 virus to an average depth of \>150x and with 100\% coverage; thus, we resequenced the M13 genome with high-sensitivity mutation detection. This demonstrates a strategy for high-throughput low-cost resequencing.

}, keywords = {Algorithms, Bacteriophage M13, Computational Biology, DNA, DNA Primers, Genetic, Genome, Mutation, Sequence Alignment, Sequence Analysis, Software, Templates, Viral}, issn = {1095-9203}, doi = {10.1038/nbt0510-426}, author = {Harris, Timothy D and Buzby, Phillip R and Babcock, Hazen and Beer, Eric and Bowers, Jayson and Braslavsky, Ido and Causey, Marie and Colonell, Jennifer and Dimeo, James and Efcavitch, J William and Giladi, Eldar and Gill, Jaime and Healy, John and Jarosz, Mirna and Lapen, Dan and Moulton, Keith and Quake, Stephen R and Steinmann, Kathleen and Thayer, Edward and Tyurina, Anastasia and Ward, Rebecca and Weiss, Howard and Xie, Zheng} }