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Lassé M, El Saghir J, Berthier CC, Eddy S, Fischer M, Laufer SD, Kylies D, Hutzfeldt A, Bonin LL, Dumoulin B, Menon R, Vega-Warner V, Eichinger F, Alakwaa F, Fermin D, Billing AM, Minakawa A, McCown PJ, Rose MP, Godfrey B, Meister E, Wiech T, Noriega M, Chrysopoulou M, Brandts P, Ju W, Reinhard L, Hoxha E, Grahammer F, Lindenmeyer MT, Huber TB, Schlüter H, Thiel S, Mariani LH, Puelles VG, Braun F, Kretzler M, Demir F, Harder JL, Rinschen MM. An integrated organoid omics map extends modeling potential of kidney disease. Nat Commun 2023; 14:4903. [PMID: 37580326 PMCID: PMC10425428 DOI: 10.1038/s41467-023-39740-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 06/27/2023] [Indexed: 08/16/2023] Open
Abstract
Kidney organoids are a promising model to study kidney disease, but their use is constrained by limited knowledge of their functional protein expression profile. Here, we define the organoid proteome and transcriptome trajectories over culture duration and upon exposure to TNFα, a cytokine stressor. Older organoids increase deposition of extracellular matrix but decrease expression of glomerular proteins. Single cell transcriptome integration reveals that most proteome changes localize to podocytes, tubular and stromal cells. TNFα treatment of organoids results in 322 differentially expressed proteins, including cytokines and complement components. Transcript expression of these 322 proteins is significantly higher in individuals with poorer clinical outcomes in proteinuric kidney disease. Key TNFα-associated protein (C3 and VCAM1) expression is increased in both human tubular and organoid kidney cell populations, highlighting the potential for organoids to advance biomarker development. By integrating kidney organoid omic layers, incorporating a disease-relevant cytokine stressor and comparing with human data, we provide crucial evidence for the functional relevance of the kidney organoid model to human kidney disease.
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Affiliation(s)
- Moritz Lassé
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jamal El Saghir
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
| | - Celine C Berthier
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
| | - Sean Eddy
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
| | - Matthew Fischer
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
| | - Sandra D Laufer
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Dominik Kylies
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Arvid Hutzfeldt
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | - Bernhard Dumoulin
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Rajasree Menon
- Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Virginia Vega-Warner
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
| | - Felix Eichinger
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
| | - Fadhl Alakwaa
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
| | - Damian Fermin
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
| | - Anja M Billing
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Akihiro Minakawa
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
| | - Phillip J McCown
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
| | - Michael P Rose
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
| | - Bradley Godfrey
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
| | - Elisabeth Meister
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Thorsten Wiech
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Pathology, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Mercedes Noriega
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Pathology, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | | | - Paul Brandts
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Wenjun Ju
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
| | - Linda Reinhard
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Elion Hoxha
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Florian Grahammer
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Maja T Lindenmeyer
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tobias B Huber
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Hartmut Schlüter
- Section Mass Spectrometric Proteomics, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Steffen Thiel
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Laura H Mariani
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
| | - Victor G Puelles
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
| | - Fabian Braun
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Matthias Kretzler
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA
- Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Fatih Demir
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Jennifer L Harder
- Department of Internal Medicine, Division of Nephrology, University of Michigan Medical School, Ann Arbor, USA.
| | - Markus M Rinschen
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany.
- Hamburg Center for Kidney Health (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
- Department of Biomedicine, Aarhus University, Aarhus, Denmark.
- Aarhus Institute of Advanced Studies (AIAS), Aarhus, Denmark.
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Spagnol G, Sensi F, De Tommasi O, Marchetti M, Bonaldo G, Xhindoli L, Noventa M, Agostini M, Tozzi R, Saccardi C. Patient Derived Organoids (PDOs), Extracellular Matrix (ECM), Tumor Microenvironment (TME) and Drug Screening: State of the Art and Clinical Implications of Ovarian Cancer Organoids in the Era of Precision Medicine. Cancers (Basel) 2023; 15:2059. [PMID: 37046719 PMCID: PMC10093183 DOI: 10.3390/cancers15072059] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 03/27/2023] [Accepted: 03/27/2023] [Indexed: 04/03/2023] Open
Abstract
Ovarian cancer (OC) has the highest mortality rate of all gynecological malignancies due to the high prevalence of advanced stages of diagnosis and the high rate of recurrence. Furthermore, the heterogeneity of OC tumors contributes to the rapid development of resistance to conventional chemotherapy. In recent years, in order to overcome these problems, targeted therapies have been introduced in various types of tumors, including gynecological cancer. However, the lack of predictive biomarkers showing different clinical benefits limits the effectiveness of these therapies. This requires the development of preclinical models that can replicate the histological and molecular characteristics of OC subtypes. In this scenario, organoids become an important preclinical model for personalized medicine. In fact, patient-derived organoids (PDO) recapture tumor heterogeneity with the possibility of performing drug screening. However, to best reproduce the patient's characteristics, it is necessary to develop a specific extracellular matrix (ECM) and introduce a tumor microenvironment (TME), which both represent an actual object of study to improve drug screening, particularly when used in targeted therapy and immunotherapy to guide therapeutic decisions. In this review, we summarize the current state of the art for the screening of PDOs, ECM, TME, and drugs in the setting of OC, as well as discussing the clinical implications and future perspectives for the research of OC organoids.
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Affiliation(s)
- Giulia Spagnol
- Department of Women and Children’s Health, Clinic of Gynecology and Obstetrics, University of Padua, 35100 Padua, Italy
| | - Francesca Sensi
- Department of Women and Children’s Health, University of Padua, 35100 Padua, Italy
- Fondazione Istituto di Ricerca Pediatrica Città della Speranza, 35129 Padua, Italy
| | - Orazio De Tommasi
- Department of Women and Children’s Health, Clinic of Gynecology and Obstetrics, University of Padua, 35100 Padua, Italy
| | - Matteo Marchetti
- Department of Women and Children’s Health, Clinic of Gynecology and Obstetrics, University of Padua, 35100 Padua, Italy
| | - Giulio Bonaldo
- Department of Women and Children’s Health, Clinic of Gynecology and Obstetrics, University of Padua, 35100 Padua, Italy
| | - Livia Xhindoli
- Department of Women and Children’s Health, Clinic of Gynecology and Obstetrics, University of Padua, 35100 Padua, Italy
| | - Marco Noventa
- Department of Women and Children’s Health, Clinic of Gynecology and Obstetrics, University of Padua, 35100 Padua, Italy
| | - Marco Agostini
- Fondazione Istituto di Ricerca Pediatrica Città della Speranza, 35129 Padua, Italy
- General Surgery 3, Department of Surgical, Oncological, and Gastroenterological Sciences, University of Padua, 35100 Padua, Italy
| | - Roberto Tozzi
- Department of Women and Children’s Health, Clinic of Gynecology and Obstetrics, University of Padua, 35100 Padua, Italy
| | - Carlo Saccardi
- Department of Women and Children’s Health, Clinic of Gynecology and Obstetrics, University of Padua, 35100 Padua, Italy
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