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The evolution of genomic, transcriptomic, and single-cell protein markers of metastatic upper tract urothelial carcinoma

Kentaro Ohara, André Figueiredo Rendeiro, Bhavneet Bhinder, Kenneth Wha Eng, Hiranmayi Ravichandran, David Pisapia, Aram Vosoughi, Evan Fernandez, Kyrillus S. Shohdy, Jyothi Manohar, Shaham Beg, David Wilkes, Brian D. Robinson, Francesca Khani, Rohan Bareja, Scott T. Tagawa, Andrea Sboner, Olivier Elemento, Bishoy M. Faltas, Juan Miguel Mosquera
doi: https://doi.org/10.1101/2021.11.16.468622
Kentaro Ohara
1Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY 10065, USA
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
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André Figueiredo Rendeiro
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
3Department of Physiology and Biophysics, Weill Cornell Medicine, 1300 York Avenue New York, NY 10065, USA
4Institute for Computational Biomedicine, Weill Cornell Medicine, 1305 York Avenue, New York, NY, 10021, USA
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Bhavneet Bhinder
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
3Department of Physiology and Biophysics, Weill Cornell Medicine, 1300 York Avenue New York, NY 10065, USA
4Institute for Computational Biomedicine, Weill Cornell Medicine, 1305 York Avenue, New York, NY, 10021, USA
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Kenneth Wha Eng
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
4Institute for Computational Biomedicine, Weill Cornell Medicine, 1305 York Avenue, New York, NY, 10021, USA
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Hiranmayi Ravichandran
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
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David Pisapia
1Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY 10065, USA
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
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Aram Vosoughi
1Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY 10065, USA
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
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Evan Fernandez
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
4Institute for Computational Biomedicine, Weill Cornell Medicine, 1305 York Avenue, New York, NY, 10021, USA
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Kyrillus S. Shohdy
6Department of Medicine, Division of Hematology and Medical Oncology, Weill Cornell Medicine, New York, NY 10065, USA
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Jyothi Manohar
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
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Shaham Beg
1Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY 10065, USA
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
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David Wilkes
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
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Brian D. Robinson
1Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY 10065, USA
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
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Francesca Khani
1Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY 10065, USA
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
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Rohan Bareja
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
3Department of Physiology and Biophysics, Weill Cornell Medicine, 1300 York Avenue New York, NY 10065, USA
4Institute for Computational Biomedicine, Weill Cornell Medicine, 1305 York Avenue, New York, NY, 10021, USA
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Scott T. Tagawa
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
5Sandra and Edward Meyer Cancer Center at Weill Cornell Medicine, New York, NY 10065, USA
6Department of Medicine, Division of Hematology and Medical Oncology, Weill Cornell Medicine, New York, NY 10065, USA
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Andrea Sboner
1Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY 10065, USA
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
4Institute for Computational Biomedicine, Weill Cornell Medicine, 1305 York Avenue, New York, NY, 10021, USA
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Olivier Elemento
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
3Department of Physiology and Biophysics, Weill Cornell Medicine, 1300 York Avenue New York, NY 10065, USA
4Institute for Computational Biomedicine, Weill Cornell Medicine, 1305 York Avenue, New York, NY, 10021, USA
5Sandra and Edward Meyer Cancer Center at Weill Cornell Medicine, New York, NY 10065, USA
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Bishoy M. Faltas
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
5Sandra and Edward Meyer Cancer Center at Weill Cornell Medicine, New York, NY 10065, USA
6Department of Medicine, Division of Hematology and Medical Oncology, Weill Cornell Medicine, New York, NY 10065, USA
7Department of Cell and Developmental Biology, Weill Cornell Medicine, New York, NY 10065, USA
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Juan Miguel Mosquera
1Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY 10065, USA
2Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10021, USA
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  • For correspondence: jmm9018@med.cornell.edu
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Abstract

The molecular characteristics of metastatic upper tract urothelial carcinoma (UTUC) are unknown. The genomic and transcriptomic differences between primary and metastatic UTUC is not well described either. We combined whole-exome sequencing, RNA-sequencing, and Imaging Mass Cytometry™ (IMC™) of 44 tumor samples from 28 patients with high-grade primary and metastatic UTUC. IMC enables spatially resolved single-cell analyses to examine the evolution of cancer cell, immune cell, and stromal cell markers using mass cytometry with lanthanide metal-conjugated antibodies. We discovered that actionable genomic alterations are frequently discordant between primary and metastatic UTUC tumors in the same patient. In contrast, molecular subtype membership and immune depletion signature were stable across primary and matched metastatic UTUC. Molecular and immune subtypes were consistent between bulk RNA-sequencing and mass cytometry of protein markers from 340,798 single-cells. Molecular subtyping at the single cell level was highly conserved between primary and metastatic UTUC tumors within the same patient.

Competing Interest Statement

The authors have declared no competing interest.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
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Posted November 19, 2021.
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The evolution of genomic, transcriptomic, and single-cell protein markers of metastatic upper tract urothelial carcinoma
Kentaro Ohara, André Figueiredo Rendeiro, Bhavneet Bhinder, Kenneth Wha Eng, Hiranmayi Ravichandran, David Pisapia, Aram Vosoughi, Evan Fernandez, Kyrillus S. Shohdy, Jyothi Manohar, Shaham Beg, David Wilkes, Brian D. Robinson, Francesca Khani, Rohan Bareja, Scott T. Tagawa, Andrea Sboner, Olivier Elemento, Bishoy M. Faltas, Juan Miguel Mosquera
bioRxiv 2021.11.16.468622; doi: https://doi.org/10.1101/2021.11.16.468622
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The evolution of genomic, transcriptomic, and single-cell protein markers of metastatic upper tract urothelial carcinoma
Kentaro Ohara, André Figueiredo Rendeiro, Bhavneet Bhinder, Kenneth Wha Eng, Hiranmayi Ravichandran, David Pisapia, Aram Vosoughi, Evan Fernandez, Kyrillus S. Shohdy, Jyothi Manohar, Shaham Beg, David Wilkes, Brian D. Robinson, Francesca Khani, Rohan Bareja, Scott T. Tagawa, Andrea Sboner, Olivier Elemento, Bishoy M. Faltas, Juan Miguel Mosquera
bioRxiv 2021.11.16.468622; doi: https://doi.org/10.1101/2021.11.16.468622

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