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  1. Article

    Open Access

    dropEst: pipeline for accurate estimation of molecular counts in droplet-based single-cell RNA-seq experiments

    Recent single-cell RNA-seq protocols based on droplet microfluidics use massively multiplexed barcoding to enable simultaneous measurements of transcriptomes for thousands of individual cells. The increasing c...

    Viktor Petukhov, Jimin Guo, Ninib Baryawno, Nicolas Severe in Genome Biology (2018)

  2. No Access

    Article

    Joint analysis of heterogeneous single-cell RNA-seq dataset collections

    Single-cell RNA sequencing is often applied in study designs that include multiple individuals, conditions or tissues. To identify recurrent cell subpopulations in such heterogeneous collections, we developed ...

    Nikolas Barkas, Viktor Petukhov, Daria Nikolaeva, Yaroslav Lozinsky in Nature Methods (2019)

  3. No Access

    Article

    Cell segmentation in imaging-based spatial transcriptomics

    Single-molecule spatial transcriptomics protocols based on in situ sequencing or multiplexed RNA fluorescent hybridization can reveal detailed tissue organization. However, distinguishing the boundaries of ind...

    Viktor Petukhov, Rosalind J. Xu, Ruslan A. Soldatov, Paolo Cadinu in Nature Biotechnology (2022)

  4. Article

    Open Access

    Gene panel selection for targeted spatial transcriptomics

    Targeted spatial transcriptomics hold particular promise in analyzing complex tissues. Most such methods, however, measure only a limited panel of transcripts, which need to be selected in advance to inform on...

    Yida Zhang, Viktor Petukhov, Evan Biederstedt, Richard Que, Kun Zhang in Genome Biology (2024)