Integrated analysis of multimodal single-cell data
Hao, Yuhan, Hao, Stephanie, Andersen-Nissen, Erica, Mauck, William M., Zheng, Shiwei, Butler, Andrew, Lee, Maddie J., Wilk, Aaron J., Darby, Charlotte, Zagar, Michael, Hoffman, Paul, Stoeckius, Marlon, Papalexi, Efthymia, Mimitou, Eleni P., Jain, Jaison, Srivastava, Avi, Stuart, Tim, Fleming, Lamar B., Yeung, Bertrand, Rogers, Angela J., McElrath, Juliana M., Blish, Catherine A., Gottardo, Raphael, Smibert, Peter, Satija, Rahul·2020·Cell
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- Human skeletal muscle CD90+ fibro-adipogenic progenitors are associated with muscle degeneration in type 2 diabetic patientsJean Farup, Jesper Just, Frank Vincenzo de Paoli, Lin Lin, Jonas Jensen, Tine Borum Billeskov, Inés Sánchez-Román, Cagla Cömert, Andreas Buch Møller, Luca Madaro et al. · 2021 · Cell Metabolism
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- Signature of long-lived memory CD8+ T cells in acute SARS-CoV-2 infectionSarah Adamo, Jan Michler, Yves Zurbuchen, Carlo Cervia, Patrick Taeschler, Miro E. Raeber, Simona Baghai Sain, Jakob Nilsson, Andreas E. Moor, Onur Boyman · 2021 · Nature
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- Fast and highly sensitive full-length single-cell RNA sequencing using FLASH-seqVincent Hahaut, Dinko Pavlinić, Walter Carbone, Sven Schuierer, Pierre Balmer, Mathieu Quinodoz, Magdalena Renner, Guglielmo Roma, Cameron S. Cowan, Simone Picelli · 2022 · Nature Biotechnology
- Deep learning applications in single-cell genomics and transcriptomics data analysisNafiseh Erfanian, A. Ali Heydari, Adib Miraki Feriz, Pablo Iáñez Picazo, Afshin Derakhshani, Mohammad GhasemiGol, Mohsen Farahpour, Seyyed Mohammad Razavi, Saeed Nasseri, Hossein Safarpour et al. · 2023 · Biomedicine & Pharmacotherapy
- Cell-type-specific responses to fungal infection in plants revealed by single-cell transcriptomicsBozeng Tang, Feng Li, Michelle T. Hulin, Pingtao Ding, Wenbo Ma · 2023 · Cell Host & Microbe
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- Periodic formation of epithelial somites from human pluripotent stem cellsMarina Sanaki-Matsumiya, Mitsuhiro Matsuda, Nicola Gritti, Fumio Nakaki, James A. Sharpe, Vikas Trivedi, Miki Ebisuya · 2022 · Nature Communications
- Single‐Nucleus RNA Sequencing and Spatial Transcriptomics Reveal the Immunological Microenvironment of Cervical Squamous Cell CarcinomaZhihua Ou, Shitong Lin, Jiaying Qiu, Wencheng Ding, Peidi Ren, Dongsheng Chen, Jiaxuan Wang, Yihan Tong, Di Wu, Ao Chen et al. · 2022 · Advanced Science
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- Interrogating glioma-M2 macrophage interactions identifies Gal-9/Tim-3 as a viable target against PTEN -null glioblastomaXiangrong Ni, Wei-Chi Wu, Xiaoqiang Sun, Jun-Xiao Ma, Zhihui Yü, Xinwei He, Jinyu Cheng, Pengfei Xu, Haoxian Liu, Tengze Shang et al. · 2022 · Science Advances
- PHGDH-mediated endothelial metabolism drives glioblastoma resistance to chimeric antigen receptor T cell immunotherapyDuo Zhang, Albert Mao Li, Guanghui Hu, Menggui Huang, Fan Yang, Lin Zhang, Kathryn E. Wellen, Xiaowei Xu, Crystal S. Conn, Wei Zou et al. · 2023 · Cell Metabolism
- Stat5 opposes the transcription factor Tox and rewires exhausted CD8+ T cells toward durable effector-like states during chronic antigen exposureJean‐Christophe Beltra, Mohamed S. Abdel-Hakeem, Sasikanth Manne, Zhen Zhang, Hua Huang, Makoto Kurachi, Leon Su, Lora K. Picton, Shin Foong Ngiow, Yuki Muroyama et al. · 2023 · Immunity
- Spatial transcriptomics analysis of neoadjuvant cabozantinib and nivolumab in advanced hepatocellular carcinoma identifies independent mechanisms of resistance and recurrenceZhang, Shuming, Yuan, Long, Danilova, Ludmila, Mo, Guanglan, Zhu, Qingfeng, Deshpande, Atul, Bell, Alexander T. F., Elisseeff, Jennifer, Popel, Aleksander S., Anders, Robert A. et al. · 2023 · Genome Medicine
- Astrocyte transcriptomic changes along the spatiotemporal progression of Alzheimer’s diseaseSerrano-Pozo, Alberto, Li, Huan, Li, Zhaozhi, Muñoz-Castro, Clara, Jaisa-aad, Methasit, Healey, Molly A., Welikovitch, Lindsay A., Jayakumar, Rojashree, Bryant, Annie G., Noori, Ayush et al. · 2024 · Nature Neuroscience
- Single-Cell RNA Sequencing Reveals the Heterogeneity of Tumor-Associated Macrophage in Non-Small Cell Lung Cancer and Differences Between SexesQi Yang, Hongman Zhang, Ting Wei, Anqi Lin, Yueqin Sun, Peng Luo, Jian Zhang · 2021 · Frontiers in Immunology
- IFNγ and GM-CSF control complementary differentiation programs in the monocyte-to-phagocyte transition during neuroinflammationAmorim, Ana, De Feo, Donatella, Friebel, Ekaterina, Ingelfinger, Florian, Anderfuhren, Cyrill Dimitri, Krishnarajah, Sinduya, Andreadou, Myrto, Welsh, Christina A., Liu, Zhaoyuan, Ginhoux, Florent et al. · 2022 · Nature Immunology
- Secondary influenza challenge triggers resident memory B cell migration and rapid relocation to boost antibody secretion at infected sitesAndrew J. MacLean, Niamh Richmond, Lada A. Koneva, Moustafa Attar, Cesar A. Prada‐Medina, Emily E. Thornton, Ariane Cruz Gomes, Aadil El-Turabi, Martin F. Bachmann, Pramila Rijal et al. · 2022 · Immunity
- The antioxidant enzyme Peroxiredoxin-1 controls stroke-associated microglia against acute ischemic strokeSinai Kim, Wonhyo Lee, Huiju Jo, Seongkeun Sonn, Se‐Jin Jeong, Seungwoon Seo, Joowon Suh, Jing Jin, Hyae Yon Kweon, Tae Kyeong Kim et al. · 2022 · Redox Biology
- Benchmarking clustering algorithms on estimating the number of cell types from single-cell RNA-sequencing dataLijia Yu, Yue Cao, Jean Yee Hwa Yang, Pengyi Yang · 2022 · Genome biology
- Engineered CD47 protects T cells for enhanced antitumour immunitySean A. Yamada‐Hunter, Johanna Lena Theruvath, Brianna J. McIntosh, Katherine A. Freitas, Frank H. S. Lin, Molly Radosevich, Amaury Leruste, Shaurya Dhingra, Naiara Martínez-Vélez, Peng Xu et al. · 2024 · Nature
- Multimodal decoding of human liver regenerationMatchett, K. P., Wilson-Kanamori, J. R., Portman, J. R., Kapourani, C. A., Fercoq, F., May, S., Zajdel, E., Beltran, M., Sutherland, E. F., Mackey, J. B. G. et al. · 2024 · Nature
- Detection of early seeding of Richter transformation in chronic lymphocytic leukemiaFerran Nadeu, Romina Royo, Ramon Massoni-Badosa, Heribert Playà-Albinyana, Beatriz García-Torre, Martí Duran‐Ferrer, Kevin J. Dawson, Marta Kulis, Ander Díaz‐Navarro, Neus Villamor et al. · 2022 · Nature Medicine
- The transcription factor IRF2 drives interferon-mediated CD8+ T cell exhaustion to restrict anti-tumor immunitySabelo Lukhele, Diala Abd-Rabbo, Mengdi Guo, Jian Shen, Heidi J. Elsaesser, Rene Quevedo, Madeleine Carew, Ramy Gadalla, Laura M. Snell, Lawanya Mahesh et al. · 2022 · Immunity
- The type 2 cytokine Fc–IL-4 revitalizes exhausted CD8+ T cells against cancerBing Feng, Zhiliang Bai, Xiaolei Zhou, Yang Zhao, Yuqing Xie, Xinyi Huang, Yang Liu, Tom Enbar, Rongrong Li, Yi Wang et al. · 2024 · Nature
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- Transcriptional and spatial profiling of the kidney allograft unravels a central role for FcyRIII+ innate immune cells in rejectionBaptiste Lamarthée, Jasper Callemeyn, Yannick Van Herck, Asier Antoranz, Dany Anglicheau, Patrick Boada, Jan Ulrich Becker, Tim Debyser, Frederik De Smet, Katrien De Vusser et al. · 2023 · Nature Communications
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- Clustering of single-cell multi-omics data with a multimodal deep learning methodLin, Xiang, Tian, Tian, Wei, Zhi, Hakonarson, Hakon · 2022 · Nature Communications
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- Lactate controls cancer stemness and plasticity through epigenetic regulationNguyen BT Nguyen, Sira Gevers, Rutger N.U. Kok, Lotte M Burgering, Hannah K. Neikes, Ninouk Akkerman, Max A. Betjes, Marlies C. Ludikhuize, Can M.C. Gulersonmez, Edwin C.A. Stigter et al. · 2025 · Cell Metabolism
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