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Sirivolu S, Schmidt MJ, Prabakar RK, Kuhn P, Hicks J, Berry JL, Xu L. Single-cell somatic copy number alteration profiling of vitreous humor seeds in retinoblastoma. Ophthalmic Genet 2024:1-4. [PMID: 39016001 DOI: 10.1080/13816810.2024.2374886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 06/26/2024] [Indexed: 07/18/2024]
Abstract
BACKGROUND Heterogeneity can impact biomarker identification. Thus, we investigated the somatic copy number alterations (SCNAs) of individual tumor cells in the vitreous humor of a retinoblastoma patient using single-cell whole-genome profiling and explored the genomic concordance among vitreous and aqueous humor, vitreous seeds, and tumor. METHODS Aqueous humor (AH), vitreous humor (VH), and tumor biopsy were obtained from an enucleated globe with retinoblastoma and vitreous seeding. Micromanipulation was used to manually isolate 39 live single tumor cells from vitreous seeds harvested from the VH. The SCNA profiles of these individual cells were generated via whole-genome sequencing and analyzed alongside profiles from the tumor mass and cell-free DNA (cfDNA) from AH and VH. RESULTS Heatmap of VH single-cell SCNA profiles demonstrates heterogeneity among individual vitreous seeds with one clearly dominant subclone (23 of 37 cells). The SCNA profiles from the cells in this subclone demonstrate an average concordance of 98% with cfDNA profiles from acellular AH and VH and with the tumor profile. CONCLUSIONS Our findings reveal some heterogeneity among single-cell SCNA profiles in individual VH seeds. Despite this heterogeneity, the dominant vitreous subclone exhibits extremely (>98%) high concordance with the SCNA profile from tumor and AH, suggesting AH cfDNA is representative of the dominant genomic subclone. This may facilitate tumoral biomarker identification via the AH. This preliminary work supports the potential of applying single-cell technology to VH seeds in retinoblastoma as a platform to study tumor subclones, which may provide insight into the genomic complexity of disease.
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Affiliation(s)
- Shreya Sirivolu
- The Vision Center, Children's Hospital Los Angeles, Los Angeles, California, USA
- USC Roski Eye Institute, Keck School of Medicine of the University of Southern California, Los Angeles, California, USA
| | - Michael J Schmidt
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, California, USA
| | - Rishvanth K Prabakar
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, California, USA
| | - Peter Kuhn
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, California, USA
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
- The Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, California, USA
- Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, California, USA
- Department of Aerospace and Mechanical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, California, USA
| | - James Hicks
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, California, USA
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Jesse L Berry
- The Vision Center, Children's Hospital Los Angeles, Los Angeles, California, USA
- USC Roski Eye Institute, Keck School of Medicine of the University of Southern California, Los Angeles, California, USA
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
- The Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, California, USA
| | - Liya Xu
- The Vision Center, Children's Hospital Los Angeles, Los Angeles, California, USA
- USC Roski Eye Institute, Keck School of Medicine of the University of Southern California, Los Angeles, California, USA
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, California, USA
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Gerrish A, Mashayamombe-Wolfgarten C, Stone E, Román-Montañana C, Abbott J, Jenkinson H, Millen G, Gurney S, McCalla M, Staveley SJ, Kainth A, Kirk M, Bowen C, Cavanagh S, Bunstone S, Carney M, Mohite A, Clokie S, Reddy MA, Foster A, Allen S, Parulekar M, Cole T. Genetic Diagnosis of Retinoblastoma Using Aqueous Humour-Findings from an Extended Cohort. Cancers (Basel) 2024; 16:1565. [PMID: 38672657 PMCID: PMC11049382 DOI: 10.3390/cancers16081565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 04/10/2024] [Accepted: 04/13/2024] [Indexed: 04/28/2024] Open
Abstract
The identification of somatic RB1 variation is crucial to confirm the heritability of retinoblastoma. We and others have previously shown that, when tumour DNA is unavailable, cell-free DNA (cfDNA) derived from aqueous humour (AH) can be used to identify somatic RB1 pathogenic variation. Here we report RB1 pathogenic variant detection, as well as cfDNA concentration in an extended cohort of 75 AH samples from 68 patients. We show cfDNA concentration is highly variable and significantly correlated with the collection point of the AH. Cell-free DNA concentrations above 5 pg/µL enabled the detection of 93% of known or expected RB1 pathogenic variants. In AH samples collected during intravitreal chemotherapy treatment (Tx), the yield of cfDNA above 5 pg/µL and subsequent variant detection was low (≤46%). However, AH collected by an anterior chamber tap after one to three cycles of primary chemotherapy (Dx1+) enabled the detection of 75% of expected pathogenic variants. Further limiting our analysis to Dx1+ samples taken after ≤2 cycles (Dx ≤ 2) provided measurable levels of cfDNA in all cases, and a subsequent variant detection rate of 95%. Early AH sampling is therefore likely to be important in maximising cfDNA concentration and the subsequent detection of somatic RB1 pathogenic variants in retinoblastoma patients undergoing conservative treatment.
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Affiliation(s)
- Amy Gerrish
- West Midlands Regional Genetics Service, Birmingham Women’s Hospital, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B15 2TG, UK (E.S.); (C.R.-M.); (S.C.); (S.A.)
| | - Chipo Mashayamombe-Wolfgarten
- West Midlands Regional Genetics Service, Birmingham Women’s Hospital, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B15 2TG, UK (E.S.); (C.R.-M.); (S.C.); (S.A.)
| | - Edward Stone
- West Midlands Regional Genetics Service, Birmingham Women’s Hospital, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B15 2TG, UK (E.S.); (C.R.-M.); (S.C.); (S.A.)
- North West Genomic Laboratory Hub (Manchester), St Mary’s Hospital, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK; (S.B.); (M.C.)
| | - Claudia Román-Montañana
- West Midlands Regional Genetics Service, Birmingham Women’s Hospital, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B15 2TG, UK (E.S.); (C.R.-M.); (S.C.); (S.A.)
| | - Joseph Abbott
- Birmingham Children’s Hospital Eye Department, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B4 6NH, UK
| | - Helen Jenkinson
- Birmingham Children’s Hospital Eye Department, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B4 6NH, UK
| | - Gerard Millen
- Birmingham Children’s Hospital Eye Department, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B4 6NH, UK
| | - Sam Gurney
- Birmingham Children’s Hospital Eye Department, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B4 6NH, UK
| | - Maureen McCalla
- Birmingham Children’s Hospital Eye Department, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B4 6NH, UK
| | - Sarah-Jane Staveley
- Birmingham Children’s Hospital Eye Department, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B4 6NH, UK
| | - Anu Kainth
- Birmingham Children’s Hospital Eye Department, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B4 6NH, UK
| | - Maria Kirk
- Birmingham Children’s Hospital Eye Department, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B4 6NH, UK
| | - Claire Bowen
- Birmingham Children’s Hospital Histopathology Department, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B4 6NH, UK (S.C.)
| | - Susan Cavanagh
- Birmingham Children’s Hospital Histopathology Department, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B4 6NH, UK (S.C.)
| | - Sancha Bunstone
- North West Genomic Laboratory Hub (Manchester), St Mary’s Hospital, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK; (S.B.); (M.C.)
| | - Megan Carney
- North West Genomic Laboratory Hub (Manchester), St Mary’s Hospital, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK; (S.B.); (M.C.)
| | - Ajay Mohite
- Birmingham Children’s Hospital Eye Department, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B4 6NH, UK
| | - Samuel Clokie
- West Midlands Regional Genetics Service, Birmingham Women’s Hospital, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B15 2TG, UK (E.S.); (C.R.-M.); (S.C.); (S.A.)
| | - M. Ashwin Reddy
- Retinoblastoma Unit, Royal London Hospital, Barts Health NHS Trust, London E1 1BB, UK
| | - Alison Foster
- West Midlands Regional Genetics Service, Birmingham Women’s Hospital, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B15 2TG, UK (E.S.); (C.R.-M.); (S.C.); (S.A.)
| | - Stephanie Allen
- West Midlands Regional Genetics Service, Birmingham Women’s Hospital, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B15 2TG, UK (E.S.); (C.R.-M.); (S.C.); (S.A.)
| | - Manoj Parulekar
- Birmingham Children’s Hospital Eye Department, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B4 6NH, UK
| | - Trevor Cole
- West Midlands Regional Genetics Service, Birmingham Women’s Hospital, Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham B15 2TG, UK (E.S.); (C.R.-M.); (S.C.); (S.A.)
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Muniyandi A, Jensen NR, Devanathan N, Dimaras H, Corson TW. The Potential of Aqueous Humor Sampling in Diagnosis, Prognosis, and Treatment of Retinoblastoma. Invest Ophthalmol Vis Sci 2024; 65:18. [PMID: 38180770 PMCID: PMC10774694 DOI: 10.1167/iovs.65.1.18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Accepted: 11/27/2023] [Indexed: 01/06/2024] Open
Abstract
Retinoblastoma (RB) is a rare malignant tumor that arises in the developing retina in one or both eyes of children. Pathogenic variants of the RB1 tumor suppressor gene drive the majority of germline and sporadic RB tumors. Considering the risk of tumor spread, the biopsy of RB tumor tissue is contraindicated. Advancement of chemotherapy has led to preservation of more eye globes. However, this has reduced access to tumor material from enucleation specimens. Recently, liquid biopsy of aqueous humor (AH) has advanced the RB tumor- or eye-specific genetic analysis. In particular, nucleic acid analysis of AH demonstrates the genomic copy number profiles and RB1 pathogenic variants akin to that of enucleated RB eye tissue. This advance reduces the previous limitation that genetic assessment of the primary tumor could be done only after enucleation of the eye. Additionally, nucleic acid evaluation of AH allows the exploration of the genomic landscape of RB tumors at diagnosis and during and after treatment. This review explores how AH sampling and AH nucleic acid analysis in RB patients assist in diagnosis, prognosis, and comprehending the pathophysiology of RB, which will ultimately benefit individualized treatment decisions to carefully manage this ocular cancer in children.
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Affiliation(s)
- Anbukkarasi Muniyandi
- Department of Pharmacology & Toxicology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Eugene and Marilyn Glick Eye Institute, Department of Ophthalmology, Indiana University School of Medicine, Indianapolis, Indiana, United States
| | - Nathan R. Jensen
- Eugene and Marilyn Glick Eye Institute, Department of Ophthalmology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Department of Ophthalmology, University of Utah, Salt Lake City, Utah, United States
| | - Nirupama Devanathan
- Eugene and Marilyn Glick Eye Institute, Department of Ophthalmology, Indiana University School of Medicine, Indianapolis, Indiana, United States
| | - Helen Dimaras
- Department of Ophthalmology and Vision Sciences, Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences Program, Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, Ontario
- Division of Clinical Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Timothy W. Corson
- Department of Pharmacology & Toxicology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Eugene and Marilyn Glick Eye Institute, Department of Ophthalmology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana, United States
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, Indiana, United States
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
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Busch MA, Haase A, Alefeld E, Biewald E, Jabbarli L, Dünker N. Trefoil Family Factor Peptide 1-A New Biomarker in Liquid Biopsies of Retinoblastoma under Therapy. Cancers (Basel) 2023; 15:4828. [PMID: 37835522 PMCID: PMC10571905 DOI: 10.3390/cancers15194828] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 09/01/2023] [Accepted: 09/14/2023] [Indexed: 10/15/2023] Open
Abstract
Effective management of retinoblastoma (RB), the most prevalent childhood eye cancer, depends on reliable monitoring and diagnosis. A promising candidate in this context is the secreted trefoil family factor peptide 1 (TFF1), recently discovered as a promising new biomarker in patients with a more advanced subtype of retinoblastoma. The present study investigated TFF1 expression within aqueous humor (AH) of enucleated eyes and compared TFF1 levels in AH and corresponding blood serum samples from RB patients undergoing intravitreal chemotherapy (IVC). TFF1 was consistently detectable in AH, confirming its potential as a biomarker. Crucially, our data confirmed that TFF1-secreting cells within the tumor mass originate from RB tumor cells, not from surrounding stromal cells. IVC-therapy-responsive patients exhibited remarkably reduced TFF1 levels post-therapy. By contrast, RB patients' blood serum displayed low-to-undetectable levels of TFF1 even after sample concentration and no therapy-dependent changes were observed. Our findings suggest that compared with blood serum, AH represents the more reliable source of TFF1 if used for liquid biopsy RB marker analysis in RB patients. Thus, analysis of TFF1 in AH of RB patients potentially provides a minimally invasive tool for monitoring RB therapy efficacy, suggesting its importance for effective treatment regimens.
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Affiliation(s)
- Maike Anna Busch
- Institute of Anatomy II, Department of Neuroanatomy, Medical Faculty, Center for Translational Neuro and Behavioral Sciences (C-TNBS), University of Duisburg-Essen, 45147 Essen, Germany; (A.H.); (E.A.); (N.D.)
| | - André Haase
- Institute of Anatomy II, Department of Neuroanatomy, Medical Faculty, Center for Translational Neuro and Behavioral Sciences (C-TNBS), University of Duisburg-Essen, 45147 Essen, Germany; (A.H.); (E.A.); (N.D.)
| | - Emily Alefeld
- Institute of Anatomy II, Department of Neuroanatomy, Medical Faculty, Center for Translational Neuro and Behavioral Sciences (C-TNBS), University of Duisburg-Essen, 45147 Essen, Germany; (A.H.); (E.A.); (N.D.)
| | - Eva Biewald
- Department of Ophthalmology, Children’s Hospital, University of Duisburg-Essen, 45147 Essen, Germany; (E.B.); (L.J.)
| | - Leyla Jabbarli
- Department of Ophthalmology, Children’s Hospital, University of Duisburg-Essen, 45147 Essen, Germany; (E.B.); (L.J.)
| | - Nicole Dünker
- Institute of Anatomy II, Department of Neuroanatomy, Medical Faculty, Center for Translational Neuro and Behavioral Sciences (C-TNBS), University of Duisburg-Essen, 45147 Essen, Germany; (A.H.); (E.A.); (N.D.)
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Schmidt MJ, Prabakar RK, Pike S, Yellapantula V, Peng CC, Kuhn P, Hicks J, Xu L, Berry JL. Simultaneous Copy Number Alteration and Single-Nucleotide Variation Analysis in Matched Aqueous Humor and Tumor Samples in Children with Retinoblastoma. Int J Mol Sci 2023; 24:ijms24108606. [PMID: 37239954 DOI: 10.3390/ijms24108606] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 05/09/2023] [Accepted: 05/09/2023] [Indexed: 05/28/2023] Open
Abstract
Retinoblastoma (RB) is a childhood cancer that forms in the developing retina of young children; this tumor cannot be biopsied due to the risk of provoking extraocular tumor spread, which dramatically alters the treatment and survival of the patient. Recently, aqueous humor (AH), the clear fluid in the anterior chamber of the eye, has been developed as an organ-specific liquid biopsy for investigation of in vivo tumor-derived information found in the cell-free DNA (cfDNA) of the biofluid. However, identifying somatic genomic alterations, including both somatic copy number alterations (SCNAs) and single nucleotide variations (SNVs) of the RB1 gene, typically requires either: (1) two distinct experimental protocols-low-pass whole genome sequencing for SCNAs and targeted sequencing for SNVs-or (2) expensive deep whole genome or exome sequencing. To save time and cost, we applied a one-step targeted sequencing method to identify both SCNAs and RB1 SNVs in children with RB. High concordance (median = 96.2%) was observed in comparing SCNA calls derived from targeted sequencing to the traditional low-pass whole genome sequencing method. We further applied this method to investigate the degree of concordance of genomic alterations between paired tumor and AH samples from 11 RB eyes. We found 11/11 AH samples (100%) had SCNAs, and 10 of them (90.1%) with recurrent RB-SCNAs, while only nine out of 11 tumor samples (81.8%) had positive RB-SCNA signatures in both low-pass and targeted methods. Eight out of the nine (88.9%) detected SNVs were shared between AH and tumor samples. Ultimately, 11/11 cases have somatic alterations identified, including nine RB1 SNVs and 10 recurrent RB-SCNAs with four focal RB1 deletions and one MYCN gain. The results presented show the feasibility of utilizing one sequencing approach to obtain SCNA and targeted SNV data to capture a broad genomic scope of RB disease, which may ultimately expedite clinical intervention and be less expensive than other methods.
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Affiliation(s)
- Michael J Schmidt
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Rishvanth K Prabakar
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Sarah Pike
- The Vision Center, Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Venkata Yellapantula
- The Center for Personalized Medicine, Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
| | - Chen-Ching Peng
- The Vision Center, Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
| | - Peter Kuhn
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - James Hicks
- Convergent Science Institute in Cancer, Michelson Center for Convergent Bioscience, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Liya Xu
- The Vision Center, Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Jesse L Berry
- The Vision Center, Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
- USC Roski Eye Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
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