Nat Biotechnol · 2019

Determining cell type abundance and expression from bulk tissues with digital cytometry

Newman AM, Steen CB, Liu CL, Gentles AJ, Chaudhuri AA, Scherer F, Khodadoust MS, Esfahani MS, Luca BA, Steiner D, Diehn M, Alizadeh AA.

Show affiliations
  • Newman AMInstitute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA. amnewman@stanford.edu.
  • Steen CBDivision of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.
  • Liu CLInstitute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA.
  • Gentles AJDepartment of Biomedical Data Science, Stanford University, Stanford, CA, USA.
  • Chaudhuri AADepartment of Radiation Oncology, Stanford University, Stanford, CA, USA.
  • Scherer FDivision of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.
  • Khodadoust MSDivision of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.
  • Esfahani MSDivision of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.
  • Luca BAStanford Center for Biomedical Informatics Research, Department of Medicine, Stanford University, Stanford, CA, USA.
  • Steiner DDivision of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University, Stanford, CA, USA.
  • Diehn MInstitute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA.
  • Alizadeh AAInstitute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA. arasha@stanford.edu.
10 read3 want to readRigor 3.5Novelty 3.6Impact 3.1Reprod. 3.0

Most-cited papers citing this

  • Schizophr Bull · 2026 · cited by 7
  • Nat Cancer · 2026 · cited by 4
  • J Infect Dis · 2026 · cited by 1
  • Nat Commun · 2026 · cited by 1
  • Genome Med · 2026 · cited by 1

Log in to like, log, and share thoughts on this paper.

Discussion

Share your thoughts above to start a thread. Constructive feedback only — reply to and like others’ posts.

No discussion yet — be the first to share constructive thoughts.