Literature DB >> 36246006

Retrospective Evaluation of Somatic Alterations in Cell-Free DNA from Blood in Retinoblastoma.

David H Abramson1,2, Diana Mandelker3, Jasmine H Francis1,2, Ira J Dunkel4,5, A Rose Brannon3, Ryma Benayed3, Michael F Berger3, Maria E Arcila3, Marc Ladanyi3, Danielle Novetsky Friedman4, Gowtham Jayakumaran3, Monica S Diosdado3, Melissa A Robbins1, Dianna Haggag-Lindgren1, Neerav Shukla4, Michael Walsh4,6, Prachi Kothari4, Dana W Y Tsui7,8.   

Abstract

Purpose: Analysis of circulating tumor DNA (ctDNA) in the plasma of patients with retinoblastoma and simulating lesions. Design: Retrospective cross-sectional study of the association of plasma ctDNA from retinoblastoma and simulating lesions with disease course. Participants: Fifty-eight Memorial Sloan Kettering Cancer Center patients with retinoblastoma comprising 68 plasma ctDNA samples and 5 with retinoblastoma-simulating lesions.
Methods: The ctDNA analyzed with hybridization capture and next-generation sequencing in blood (plasma) of patients who had retinoblastoma or simulating lesions were evaluated for association with clinical course of the disease. Main Outcome Measures: Presence or absence of molecular aberrations in the RB1 gene and correlations with clinical features.
Results: RB1 cell-free DNA (cfDNA) was detected in 16 of 19 patients with newly diagnosed, untreated intraocular retinoblastoma and in 3 of 3 patients with newly diagnosed, untreated metastatic disease. It was also present in 3 patients with recurrent intraocular disease before therapy, but was not present in patients with recurrent disease who received intra-arterial chemotherapy, nor in 21 patients who had undergone enucleation for unilateral disease. In 1 patient who had delayed treatment (insurance reasons) and showed rapid growth of the intraocular tumor, the variant allele frequency increased in 1 month from 0.34% to 2.48%. No RB1 mutations were detected in the cfDNA from plasma of patients with simulating lesions (3 with Coats disease and 1 with persistent fetal vasculature [PFV]). In 2 patients, we identified 2 independent RB1 mutations in plasma. Conclusions: Mutations in RB1 were found in the cfDNA from blood of patients with newly diagnosed, untreated retinoblastoma and in patients who showed disease recurrence in the eye after prior treatment, but not in unilateral retinoblastoma after enucleation Levels of ctDNA increase in patients with progressive disease who did not receive any treatment. High plasma cfDNA levels were detected in patients with newly diagnosed metastatic disease, and these levels decreased after systemic chemotherapy was administered. Further validation is needed for measuring the somatic alterations in cfDNA from blood in retinoblastoma that could provide a promising method of monitoring patients in the future.
© 2021 by the American Academy of Ophthalmology.

Entities:  

Keywords:  Cancer; Cell-free DNA (cfDNA); Circulating tumor DNA (ctDNA); Enucleation; Liquid biopsy; MSK-ACCESS, Analysis of Circulating cfDNA to Evaluate Somatic Status; MSK-IMPACT, Integrated Mutation Profiling of Actionable Cancer Targets; Metastasis; Molecular profiling in retinoblastoma; Mosaicism; RB1 mutation; Retinoblastoma; VAF, variant allele frequency; cfDNA, cell-free DNA; ctDNA, circulating tumor DNA

Year:  2021        PMID: 36246006      PMCID: PMC9560572          DOI: 10.1016/j.xops.2021.100015

Source DB:  PubMed          Journal:  Ophthalmol Sci        ISSN: 2666-9145


Both circulating tumor cells and many noncellular substances from human cancers commonly are present in peripheral blood. In addition to circulating tumor cells, smaller packets of membrane-encased vesicles, or exosomes, are common and play a complex role in the life cycle of cancer cells. Exosomes may contain DNA, RNA, and protein. Cell-free RNA, and both single- and double-stranded circulating tumor DNA (ctDNA) can be found in blood, pleural fluid, cerebral spinal fluid, ascites, stool, saliva, and urine. Recent studies have identified ctDNA in the aqueous of eyes with retinoblastoma,4, 5, 6 and the somatic alterations seen in aqueous ctDNA correspond well to the same alterations found in the tumor tissue itself. MicroRNAs also have been described recently in the blood of patients with retinoblastoma. Little is known about ctDNA in the blood of patients with retinoblastoma. In 2017, 4 patients were studied, and ultrashort (50–150 n) DNA fragments (ultrashort fragments are characteristic of ctDNA from cancer) were identified in all patients. However, another study compared whole genome sequencing of aqueous humor with plasma from 20 patients and identified no plasma RB1 abnormalities, leading the authors to state that “aqueous humor is superior to blood as a liquid biopsy for retinoblastoma.” We recently identified somatic RB1 mutations from ctDNA in the blood of 8 of 10 patients with retinoblastoma who were treated with primary enucleation. Although it seemed that those children with the highest level of ctDNA in blood demonstrated metastatic disease, this requires confirmation from additional studies because the number of patients who had samples and metastatic disease was small. We have been analyzing the ctDNA from the plasma of patients with retinoblastoma for 4 years, and herein we present the results and observations with the goal of encouraging colleagues to explore this evolving technology further and to build on the clinical associations we outline in this article.

Methods

Circulating tumor DNA was analyzed in blood (plasma) by the Analysis of Circulating cfDNA to Evaluate Somatic Status (MSK-ACCESS) liquid biopsy assay. The details of this test have been published previously. Briefly, this assay uses hybridization capture and deep sequencing to detect very low-frequency somatic alterations and to identify multiple classes of genomic abnormalities including single nucleotide polymorphisms, insertions or deletions of bases, and copy number alterations. Select exons and introns from 129 genes recognized to be aberrant in human cancers are analyzed. Notably, the assay routinely includes all exons of RB1 and detects variant allele frequencies (VAFs; i.e., the proportion of allele bearing the variants over the total number of wild-type plus variant alleles at a given genomic location) down to 0.1%. This assay uses matched white blood cell sequencing, which identifies and filters out germline findings from the ctDNA results and can distinguish mutations associated with clonal hematopoiesis. The test was approved for clinical use by the New York State Department of Health on May 31, 2019. Ten of these patients were reported previously and are included here for further correlate analyses. The methodology used in that cohort covered only the exons of RB1 and followed a standard library preparation without unique molecular identifiers. This study was approved by the Memorial Sloan Kettering Cancer Center Institutional Review Board/Privacy Board and conformed to the tenets of the Declaration of Helsinki. Consent was obtained from parents or guardians of all patients before blood was drawn for cell-free DNA (cfDNA).

Results

Circulating tumor DNA from 58 patients (68 samples) was analyzed and is presented in Table 1, Table 2, and 3.
Table 1

RB1 Circulating Tumor DNA Results of Patients with Retinoblastoma before Treatment (Treatment Naïve)

Sample IdentificationLateralityCirculating Tumor DNA MSK-ACCESS RB1 ResultsVariant Allele Frequency95% Confidence IntervalCell-Free DNA Input (ng)
8_1BNegative3.0
9_1UNegative19.1
53UNegative20.0
1BRB1 intron16 splicing variant p.X500_splice (c.1498+2T→C)1.71%1.06–2.7120.0
2_1URB1 exon8 p.E287∗ (c.859G>T)2.45%1.76–3.388.75
3_1URB1 exon17 p.R556∗ (c.1666C→T);RB1 exon8 p.N258Kfs∗2 (c.774_786delCAGGAGTGCACGG)R556∗, 1.63%; N258Kfs∗2. 2.0%1.21–2.20, 1.48–2.6911.30
4BRB1 exon18 p.E580∗ (c.1738G→T)0.68%0.28–1.559.05
5_1URB1 exon17 p.W516∗ (c. 1547G→A)2.92%2.27–3.7514.85
6_1URB1 exon10 p.Q344∗ (c.1030C→T);RB1 exon14 p.R445∗ (c.1333C→T)Q344∗, 2.72%; R445∗, 3.22%2.02–3.64 2.39–4.337.75
10URB1 exon10 p.S318Nfs∗13 (c.951_954delTTCT)0.34%0.13–0.847.7
11URB1 exon11 p.R358∗ (c.1072C→T)4.23%3.43–5.2117.25
P01BRB1 exon18 p.R579∗1.37%
P02URB1 exon19 p.N623fs;RB1 exon8 p.R255∗N623fs, 7.46%; R255∗, 7.69%
P03URB1 exon10 p.R320∗8.11%
P04URB1 exon20 splicing variant;RB1 exon21 p.Q736∗x702_splice, 0.09%; Q736∗, 0.09%
P05URB1 exon14 p.R445∗6.77%
P06URB1 exon17 p.R556∗;RB1 exon10 p.E315∗R556∗, 0.7%; E315∗, 3.04%
P07URB1 exon15 p.X474_splicing variant12.60%
P08URB1 exon16 p.N480del0.48%
Mean3.35%
Median2.45%

B = bilateral; MSK-ACCESS = Analysis of Circulating cfDNA to Evaluate Somatic Status; U = unilateral.

Table 2

RB1 Circulating Tumor DNA Results of Retinoblastoma Patients Who Have Active Disease

Sample IdentificationLateralityCirculating Tumor DNA MSK-ACCESS RB1 ResultsVariant Allele FrequencyComment
12BNegativeOn treatment
13BNegativeOn treatment
14BNegativeOn treatment
16UNegativeOn treatment
17BNegativeOn treatment
8_2BNegativeOn treatment
15_1URB1 exon15 p. R467∗ (c. 1399C→T)1.35%Before treatment for recurrence
15_2URB1 exon15 p.R467∗ (c.1399C→T)0.13%Receiving treatment
18_1BRB1 exon14 p.R455∗ (c.1363C→T)0.34%Before treatment for recurrence
18_2BRB1 exon14 p.R455∗ (c.1363C→T)2.48%After enucleation, no treatment to other eye

B = bilateral; MSK-ACCESS = Analysis of Circulating cfDNA to Evaluate Somatic Status; U = unilateral.

Table 3

RB1 Circulating Tumor DNA Results of Retinoblastoma Patients Who Developed Metastatic Disease

Sample IdentificationLateralityCirculating Tumor DNA MSK-ACCESS RB1 ResultsVariant Allele FrequencyComment
21UNegativeAfter successful treatment
22_1UNegativeAfter successful treatment
23_1URB1 exon13 p.R418Sfs∗9 (c.1251_1252delAA)94.53%At metastasis diagnosis before treatment
23_2UNegativeAfter successful treatment
24UNegativeAfter successful treatment
20BRB1 exon9 p.F296Lfs∗5 (c.888delT)17.03%At metastasis diagnosis before treatment
25_1URB1 exon8 p.R255∗ (c.763C>T)0.93%At metastasis diagnosis before treatment
25_2UNegativeAfter successful treatment

B = bilateral; MSK-ACCESS = Analysis of Circulating cfDNA to Evaluate Somatic Status; U = unilateral.

RB1 Circulating Tumor DNA Results of Patients with Retinoblastoma before Treatment (Treatment Naïve) B = bilateral; MSK-ACCESS = Analysis of Circulating cfDNA to Evaluate Somatic Status; U = unilateral. RB1 Circulating Tumor DNA Results of Retinoblastoma Patients Who Have Active Disease B = bilateral; MSK-ACCESS = Analysis of Circulating cfDNA to Evaluate Somatic Status; U = unilateral. RB1 Circulating Tumor DNA Results of Retinoblastoma Patients Who Developed Metastatic Disease B = bilateral; MSK-ACCESS = Analysis of Circulating cfDNA to Evaluate Somatic Status; U = unilateral.

After Enucleation

The ctDNA of 21 patients was analyzed 3 months to 21 years after treatment for retinoblastoma. In each patient, no ctDNA in RB1 was detectable.

Progressive Intraocular Disease

One patient was referred with progression of intraocular disease in both eyes after multiple treatments at another center, and ctDNA VAF was 0.34%. An enucleation of 1 eye was performed and intraarterial chemotherapy was planned for the fellow eye, but for financial reasons, the intraarterial chemotherapy was not performed. One month later, the tumor in the remaining eye had more than doubled in size and RB1 mutation VAF in cfDNA increased to 2.48%.

Simulating Lesions

Three patients with Coats disease, 1 patient with PFV, and 1 patient with an iris tumor showed negative results for RB1 ctDNA. One of the Coats patients is demonstrated in Figure 1.
Figure 1

Photograph of eye with leukocoria suspicious for retinoblastoma. Circulating tumor DNA results were negative for RB1 mutations, but positive for TINF2 on Integrated Mutation Profiling of Actionable Cancer Targets (MSK-IMPACT), which assisted in making the diagnosis of Coats plus disease.

Photograph of eye with leukocoria suspicious for retinoblastoma. Circulating tumor DNA results were negative for RB1 mutations, but positive for TINF2 on Integrated Mutation Profiling of Actionable Cancer Targets (MSK-IMPACT), which assisted in making the diagnosis of Coats plus disease.

Discussion

MSK-ACCESS is a next-generation sequencing technique that has been used to investigate somatic alterations in a diverse group of cancer types. Multiple somatic alterations are common in solid cancers. In a survey of 681 blood samples from 31 solid cancers of 617 patients studied at Memorial Sloan Kettering Cancer Center using MSK-ACCESS, 73% of the samples showed either somatic mutations, structural variants, copy number alterations, or a combination thereof. MSK-ACCESS uses molecular barcoding to tag replicate sequence reads originating from the same double-stranded template cfDNA molecule. These replicate reads are collapsed to consensus sequences to eliminate background sequencer errors, thereby considerably reducing false-positive results. Although excellent concordance exists with the alterations seen in cfDNA and tissue (biopsy) specimens, clear reasons exist regarding why cfDNA from blood has advantages over classical surgical specimens. In some cases, obtaining an adequate surgical specimen is impossible; in almost 9% of surgical biopsies, tumor tissue is insufficient for analysis, and needle biopsy specimens may not reflect the biological heterogeneity of a tumor accurately. Finally, repeated biopsies during and after therapy are not always practical. Little work has been published on ctDNA in children with retinoblastoma. Four patients were reported to have detectable levels of plasma ctDNA in 2017 and 1 in 201913; since then, investigators have focused on ctDNA in aqueous humor., In 1 additional study, no peripheral ctDNA was detected in any of the 20 samples tested, and that led the authors to comment that “aqueous humor is superior to blood as a liquid biopsy for retinoblastoma.” In another study, 1 of 3 patients with retinoblastoma (all with metastatic disease) showed detectable ctDNA in peripheral blood. It is striking that, despite the small size of these children, the small size of the involved organ (the eye), and the even smaller size of the intraocular tumor, ctDNA was detectible in the blood of untreated eyes. The previous largest collection of positive ctDNA retinoblastoma specimens from blood were reported by our group in 2020. Eight of 10 patients showed detectable ctDNA in blood specimens, and those with the highest levels went on to demonstrate metastatic disease. Here are the highlights of our clinical correlates and suggestions for future avenues of exploration with ctDNA from the blood of patients with retinoblastoma.

Naïve Patients

The plasma ctDNA of 19 patients was analyzed before any treatment was administered, and 18 of these showed detectable ctDNA with VAFs ranging from 0.09% to 12.6% (Table 1). Variant allele frequency is a surrogate measurement of the proportion of the sample carrying the variant (the percentage of the specific DNA variant divided by the overall coverage of that locus). The 2 patients who showed negative results included 1 eye with small putative retinal tumors, but extensive vitreous seeding, and 1 eye without retinal or vitreous disease, but extensive subretinal seeding. This suggests that most newly diagnosed patients with retinoblastoma have detectable ctDNA in plasma and that eyes with mostly vitreous disease or subretinal disease do not shed into blood, nor do they have detectable plasma ctDNA for RB1.

Active Disease with Treatment

Nine patients showed active intraocular disease and were being treated when ctDNA was drawn (Table 2). Five had received intraarterial chemotherapy within 30 days, and all of these patients’ samples showed negative results (patients 12, 13, 14, 16, and 17). Two patients had blood drawn after coming to Memorial Sloan Kettering Cancer Center with active disease, despite prior systemic chemotherapy within 30 days, and both showed positive results for RB1 ctDNA (patients 15 and 18). For patient 15, the VAF dropped from 1.35% to 0.13% after treatment with intraarterial chemotherapy. One patient experienced recurrent subretinal disease, was receiving treatment, and showed negative results (patient 16). These data suggest that repeated ctDNA in children with retinoblastoma who are receiving treatment can be used as a guide for tumor activity or volume in the ocular tumor. This was highlighted further by the patient (patient 18) in whom VAF was 0.34%, a child who had been managed elsewhere and had been referred to us with active disease in both eyes. In that patient, enucleation was carried out and intraarterial chemotherapy was planned for the remaining eye, but because of insurance issues, additional treatment was delayed for 1 month, when repeat VAF was 2.48%.

Patients with Metastatic Disease

Only 4% of patients in the United States experience metastases. Six patients in this series demonstrated metastatic disease (Table 3). Three patients had ctDNA drawn on the day they sought treatment with metastases (before it was proven or treated), and all showed positive results (patients 20, 23_1, and 25). Two of these patients had orbital and marrow disease with VAFs of 17.03% and 94.53%. One patient had orbital disease only and had a VAF of 0.93%. After 3 ophthalmic artery intraarterial sessions, the VAF was 0. Three patients had ctDNA analyzed after high-dose systemic chemotherapy (all 3 patients) and bone marrow transplantation (2 of 3 patients), and at that point (6 months, 1 year, and 10 years), all showed negative results (patients 21, 23_2, and 24). One patient had ctDNA analyzed after 3 cycles of high-dose systemic chemotherapy (in the ARET0321 study) and immediately after stem cell harvest, but before transplantation, and that specimen also showed negative results (patient 22). These results suggest that ctDNA can be used to monitor success of treatment for metastatic disease and response to high-dose chemotherapy before transplantation and to detect metastasis after enucleation.

Patients Who Have Undergone Treatment and Show Stable Disease

Twenty-one patients had ctDNA analyzed 3 months to 21 years after treatment for retinoblastoma. In all patients, no ctDNA in RB1 was detectable. Elevated RB1 ctDNA after enucleation may indicate active disease in the fellow eye if bilateral or may indicate metastatic disease if unilateral (especially if levels are high).

Diversity of RB1 Mutations

Using MSK-ACCESS, 22 patients showed identifiable somatic alterations in ctDNA for RB1, but no 2 patients showed the same mutation, emphasizing the well-known diversity of RB1 mutations in retinoblastoma (Fig 2). A representation of the mutations identified is presented in Table 3. It has been suggested that the clinical presentation, age at diagnosis, and multiplicity of tumors, are related to the specific mutation, so knowledge of the exact mutation detected by ctDNA may impact management and outcome in the future.
Figure 2

Graphic representation of location of all the RB1 mutations detected in patients. PTM = posttranslational modification.

Graphic representation of location of all the RB1 mutations detected in patients. PTM = posttranslational modification.

Sensitivity of Mutation Detection

In 1 patient (patient 26), conventional genetic counseling had been carried out and the family was informed that no mutation was detected; however, after using MSK-ACCESS (buffy coat) for ctDNA, that same patient showed mosaicism at the rate of 4.8%. This implies that ctDNA can detect very low levels of mosaicism in retinoblastoma that has been missed by performing conventional genetic testing. It suggests that unilateral patients who show negative results on conventional genetic testing should undergo ctDNA testing, which may be more sensitive for the detection of low-level mosaicism. Mosaicism influences the age at detection of retinoblastoma, the laterality, the number of tumors, and the development of new intraocular tumors and is related to the degree of mosaicism, so knowledge of very low levels of mosaicism initially may influence frequency of examinations, decisions for treatment, and the advice physicians can give to families about outcomes. We are conducting additional studies to determine the prevalence of this finding.

Detection of Both Somatic Hits

The initiating event for retinoblastoma development is the inactivation of the RB1 gene on both chromosomes caused by a variety of well-described phenomena, including loss of heterozygosity, large deletions, translocations, promoter hypermethylation, chromothripsis, single nucleotide variants, and insertions and deletions. Of this range of genomic alterations, cfDNA analysis can detect single nucleotide variants, insertions and deletions, and multiexon deletions when tumor-derived cfDNA content is sufficient for analysis. One of the less common mechanisms is 2 independent and different mutations (usually 1 on each chromosome). We were able to detect this in 4 patients who showed 2 mutations at different exons (patients 3, 6, P02, and P06). In patients with bilateral disease, it is impossible to know which molecular abnormality is from which eye.

Diagnosis

Three patients with Coats disease, 1 patient with PFV, and 1 patient with a small, round, blue-cell iris tumor were tested and found to have had no RB1 alterations in their ctDNA.

Opaque Media

One patient who underwent enucleation of 1 eye and demonstrated phthisis in the other eye showed no detectable RB1 alterations in the blood (patient 30). This may indicate no metastatic disease or activity in the eye. Future studies of these patients may confirm this impression, and ctDNA may help to guide decisions about eyes with opaque media.

Second Cancers

One patient who had demonstrated widespread metastatic disease after primary enucleation (disease free for > 10 years after high-dose chemotherapy and bone marrow transplantation) demonstrated a second cancer (kidney; patient 24). No RB1 alterations were found in the ctDNA at that time. A second patient who survived bilateral retinoblastoma and 30 years later an osteosarcoma of the sinus showed no RB1 alterations by ctDNA (patient 43). Perhaps using ctDNA may assist in the differential diagnosis of small, round, blue tumors that develop in patients with retinoblastoma because at times, it is impossible to be certain if the second cancer is metastatic retinoblastoma or a second cancer on clinical and pathologic grounds alone.

Concordance of RB1 Mutations

Fourteen patients who showed identifiable RB1 somatic mutations with ctDNA also underwent analysis of RB1 status by Integrated Mutation Profiling of Actionable Cancer Targets (MSK-IMPACT) on tumor tissue. In each patient, the exact same mutation was found. This includes 2 patients who each had 2 mutations identified in blood and tumor (patients 1, 2, 3, 5, P01, P02, P03, P04, P06, P07, P08, P09, 20, and 23). In conclusion, plasma ctDNA from eyes with active retinoblastoma is commonly detectable, but is not present in patients who have undergone enucleation or have stable, treated disease. Future studies will help to determine if RB1 mutations missed on conventional genetic testing may help in differentiating metastases from second cancers, and ultimately may aid in the accurate differential diagnosis of retinoblastoma (because biopsy is rarely—if ever—performed). Sequential elevation of VAF may indicate progression of intraocular disease. No 2 patients showed the exact same RB1 mutation. Detectable levels of RB1 alterations in the blood weeks or months after enucleation for unilateral retinoblastoma may indicate the development of metastatic disease and may be used routinely for patient monitoring in the future. However, these observational findings will need to be validated in future prospective studies using algorithms as designed in Supplemental Table S4. Based on these findings, we will continue to collect ctDNA from patients with retinoblastoma for research, but we modified our clinical algorithm, as presented in Supplemental Table S4.
  16 in total

1.  RB1 mutation spectrum in a comprehensive nationwide cohort of retinoblastoma patients.

Authors:  Charlotte J Dommering; Berber M Mol; Annette C Moll; Margaret Burton; Jacqueline Cloos; Josephine C Dorsman; Hanne Meijers-Heijboer; Annemarie H van der Hout
Journal:  J Med Genet       Date:  2014-03-31       Impact factor: 6.318

Review 2.  Circulating cell-free DNA for non-invasive cancer management.

Authors:  Caitlin M Stewart; Dana W Y Tsui
Journal:  Cancer Genet       Date:  2018-03-11

Review 3.  Application of Cell-free DNA Analysis to Cancer Treatment.

Authors:  Ryan B Corcoran; Bruce A Chabner
Journal:  N Engl J Med       Date:  2018-11-01       Impact factor: 91.245

4.  Genomic cfDNA Analysis of Aqueous Humor in Retinoblastoma Predicts Eye Salvage: The Surrogate Tumor Biopsy for Retinoblastoma.

Authors:  Jesse L Berry; Liya Xu; Irsan Kooi; A Linn Murphree; Rishvanth K Prabakar; Mark Reid; Kevin Stachelek; Bao Han A Le; Lisa Welter; Bibiana J Reiser; Patricia Chévez-Barrios; Rima Jubran; Thomas C Lee; Jonathan W Kim; Peter Kuhn; David Cobrinik; James Hicks
Journal:  Mol Cancer Res       Date:  2018-07-30       Impact factor: 5.852

5.  Prognostic Information for Known Genetic Carriers of RB1 Pathogenic Variants (Germline and Mosaic).

Authors:  M Ashwin Reddy; Mussa Butt; Anne-Marie Hinds; Catriona Duncan; Elizabeth A Price; Mandeep S Sagoo; Zerrin Onadim
Journal:  Ophthalmol Retina       Date:  2020-08-22

6.  Metastases and death rates after primary enucleation of unilateral retinoblastoma in the USA 2007-2017.

Authors:  Jonathan E Lu; Jasmine H Francis; Ira J Dunkel; Carol L Shields; Michael D Yu; Jesse L Berry; Kaitlin Kogachi; Alison H Skalet; Audra K Miller; Pranav R Santapuram; Anthony B Daniels; David H Abramson
Journal:  Br J Ophthalmol       Date:  2018-10-25       Impact factor: 4.638

7.  miRNome landscape analysis reveals a 30 miRNA core in retinoblastoma.

Authors:  Blanca Elena Castro-Magdonel; Manuela Orjuela; Javier Camacho; Adda Jeanette García-Chéquer; Lourdes Cabrera-Muñoz; Stanislaw Sadowinski-Pine; Noé Durán-Figueroa; María de Jesús Orozco-Romero; Ana Claudia Velázquez-Wong; Adriana Hernández-Ángeles; Claudia Hernández-Galván; Citlali Lara-Molina; M Verónica Ponce-Castañeda
Journal:  BMC Cancer       Date:  2017-07-01       Impact factor: 4.430

8.  Cell-free DNA profiling in retinoblastoma patients with advanced intraocular disease: An MSKCC experience.

Authors:  Prachi Kothari; Francesco Marass; Julie L Yang; Caitlin M Stewart; Dennis Stephens; Juber Patel; Maysun Hasan; Xiaohong Jing; Fanli Meng; Jeanette Enriquez; Kety Huberman; Agnes Viale; Jasmine H Francis; Michael F Berger; Neerav Shukla; David H Abramson; Ira J Dunkel; Dana W Y Tsui
Journal:  Cancer Med       Date:  2020-07-07       Impact factor: 4.452

Review 9.  Aqueous Humor Markers in Retinoblastoma, a Review.

Authors:  Benjamin K Ghiam; Liya Xu; Jesse L Berry
Journal:  Transl Vis Sci Technol       Date:  2019-04-09       Impact factor: 3.283

10.  Non-invasive diagnosis of retinoblastoma using cell-free DNA from aqueous humour.

Authors:  Amy Gerrish; Edward Stone; Samuel Clokie; John R Ainsworth; Helen Jenkinson; Maureen McCalla; Carol Hitchcott; Isabel Colmenero; Stephanie Allen; Manoj Parulekar; Trevor Cole
Journal:  Br J Ophthalmol       Date:  2019-02-11       Impact factor: 4.638

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