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Fielding D, Lakis V, Dalley AJ, Chittoory H, Newell F, Koufariotis LT, Patch AM, Kazakoff S, Bashirzadeh F, Son JH, Ryan K, Steinfort D, Williamson JP, Bint M, Pahoff C, Nguyen PT, Twaddell S, Arnold D, Grainge C, Pattison A, Fairbairn D, Gune S, Christie J, Holmes O, Leonard C, Wood S, Pearson JV, Lakhani SR, Waddell N, Simpson PT, Nones K. Evaluation of Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration (EBUS-TBNA) Samples from Advanced Non-Small Cell Lung Cancer for Whole Genome, Whole Exome and Comprehensive Panel Sequencing. Cancers (Basel) 2024; 16:785. [PMID: 38398180 PMCID: PMC10887389 DOI: 10.3390/cancers16040785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 02/04/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024] Open
Abstract
Endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) is often the only source of tumor tissue from patients with advanced, inoperable lung cancer. EBUS-TBNA aspirates are used for the diagnosis, staging, and genomic testing to inform therapy options. Here we extracted DNA and RNA from 220 EBUS-TBNA aspirates to evaluate their suitability for whole genome (WGS), whole exome (WES), and comprehensive panel sequencing. For a subset of 40 cases, the same nucleic acid extraction was sequenced using WGS, WES, and the TruSight Oncology 500 assay. Genomic features were compared between sequencing platforms and compared with those reported by clinical testing. A total of 204 aspirates (92.7%) had sufficient DNA (100 ng) for comprehensive panel sequencing, and 109 aspirates (49.5%) had sufficient material for WGS. Comprehensive sequencing platforms detected all seven clinically reported tier 1 actionable mutations, an additional three (7%) tier 1 mutations, six (15%) tier 2-3 mutations, and biomarkers of potential immunotherapy benefit (tumor mutation burden and microsatellite instability). As expected, WGS was more suited for the detection and discovery of emerging novel biomarkers of treatment response. WGS could be performed in half of all EBUS-TBNA aspirates, which points to the enormous potential of EBUS-TBNA as source material for large, well-curated discovery-based studies for novel and more effective predictors of treatment response. Comprehensive panel sequencing is possible in the vast majority of fresh EBUS-TBNA aspirates and enhances the detection of actionable mutations over current clinical testing.
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Affiliation(s)
- David Fielding
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia; (F.B.); (J.H.S.); (K.R.)
| | - Vanessa Lakis
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Andrew J. Dalley
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
| | - Haarika Chittoory
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
| | - Felicity Newell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Lambros T. Koufariotis
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Ann-Marie Patch
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Stephen Kazakoff
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Farzad Bashirzadeh
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia; (F.B.); (J.H.S.); (K.R.)
| | - Jung Hwa Son
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia; (F.B.); (J.H.S.); (K.R.)
| | - Kimberley Ryan
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia; (F.B.); (J.H.S.); (K.R.)
| | - Daniel Steinfort
- Department of Respiratory and Sleep Medicine, Royal Melbourne Hospital, Melbourne, VIC 3050, Australia; (D.S.); (J.C.)
| | - Jonathan P. Williamson
- Department of Thoracic Medicine, Liverpool Hospital Sydney, Sydney, NSW 2170, Australia;
| | - Michael Bint
- Department of Respiratory and Sleep Medicine, Sunshine Coast University Hospital, Birtinya, QLD 4575, Australia; (M.B.); (A.P.)
| | - Carl Pahoff
- Department of Thoracic Medicine, Gold Coast University Hospital, Southport, QLD 4215, Australia;
| | - Phan Tien Nguyen
- Department of Thoracic Medicine, Royal Adelaide Hospital, Adelaide, SA 5000, Australia;
| | - Scott Twaddell
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, NSW 2305, Australia; (S.T.); (D.A.); (C.G.)
| | - David Arnold
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, NSW 2305, Australia; (S.T.); (D.A.); (C.G.)
| | - Christopher Grainge
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, NSW 2305, Australia; (S.T.); (D.A.); (C.G.)
| | - Andrew Pattison
- Department of Respiratory and Sleep Medicine, Sunshine Coast University Hospital, Birtinya, QLD 4575, Australia; (M.B.); (A.P.)
| | - David Fairbairn
- Pathology Queensland, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia;
| | - Shailendra Gune
- NSW Health Pathology South, Liverpool Hospital, Sydney, NSW 2170, Australia;
| | - Jemma Christie
- Department of Respiratory and Sleep Medicine, Royal Melbourne Hospital, Melbourne, VIC 3050, Australia; (D.S.); (J.C.)
| | - Oliver Holmes
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Conrad Leonard
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Scott Wood
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - John V. Pearson
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Sunil R. Lakhani
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
- Pathology Queensland, The Royal Brisbane & Women’s Hospital, Brisbane, QLD 4006, Australia;
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
| | - Peter T. Simpson
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD 4029, Australia; (A.J.D.); (H.C.); (S.R.L.); (P.T.S.)
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia; (V.L.); (F.N.); (L.T.K.); (A.-M.P.); (S.K.); (O.H.); (C.L.); (S.W.); (J.V.P.); (N.W.); (K.N.)
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD 4067, Australia
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Lim M, Fletcher NL, Saunus JM, McCart Reed AE, Chittoory H, Simpson PT, Thurecht KJ, Lakhani SR. Targeted Hyperbranched Nanoparticles for Delivery of Doxorubicin in Breast Cancer Brain Metastasis. Mol Pharm 2023; 20:6169-6183. [PMID: 37970806 DOI: 10.1021/acs.molpharmaceut.3c00558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Abstract
Breast cancer brain metastases (BM) are associated with a dismal prognosis and very limited treatment options. Standard chemotherapy is challenging in BM patients because the high dosage required for an effective outcome causes unacceptable systemic toxicities, a consequence of poor brain penetration, and a short physiological half-life. Nanomedicines have the potential to circumvent off-target toxicities and factors limiting the efficacy of conventional chemotherapy. The HER3 receptor is commonly expressed in breast cancer BM. Here, we investigate the use of hyperbranched polymers (HBP) functionalized with a HER3 bispecific-antibody fragment for cancer cell-specific targeting and pH-responsive release of doxorubicin (DOX) to selectively deliver and treat BM. We demonstrated that DOX-release from the HBP carrier was controlled, gradual, and greater in endosomal acidic conditions (pH 5.5) relative to physiologic pH (pH 7.4). We showed that the HER3-targeted HBP with DOX payload was HER3-specific and induced cytotoxicity in BT474 breast cancer cells (IC50: 17.6 μg/mL). Therapeutic testing in a BM mouse model showed that HER3-targeted HBP with DOX payload impacted tumor proliferation, reduced tumor size, and prolonged overall survival. HER3-targeted HBP level detected in ex vivo brain samples was 14-fold more than untargeted-HBP. The HBP treatments were well tolerated, with less cardiac and oocyte toxicity compared to free DOX. Taken together, our HER3-targeted HBP nanomedicine has the potential to deliver chemotherapy to BM while reducing chemotherapy-associated toxicities.
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Affiliation(s)
- Malcolm Lim
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Herston, Queensland 4006, Australia
| | - Nicholas L Fletcher
- Centre for Advanced Imaging, The University of Queensland, Brisbane, St. Lucia, Queensland 4072, Australia
- Australian Research Council Training Centre for Innovation in Biomedical Imaging Technology, The University of Queensland, Brisbane, St. Lucia, Queensland 4072, Australia
- Australian Research Council Centre of Excellence in Convergent Bio-Nano Science and Technology, The University of Queensland, Brisbane, St. Lucia, Queensland 4072, Australia
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, St. Lucia, Queensland 4072, Australia
| | - Jodi M Saunus
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Herston, Queensland 4006, Australia
| | - Amy E McCart Reed
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Herston, Queensland 4006, Australia
| | - Haarika Chittoory
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Herston, Queensland 4006, Australia
| | - Peter T Simpson
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Herston, Queensland 4006, Australia
| | - Kristofer J Thurecht
- Centre for Advanced Imaging, The University of Queensland, Brisbane, St. Lucia, Queensland 4072, Australia
- Australian Research Council Training Centre for Innovation in Biomedical Imaging Technology, The University of Queensland, Brisbane, St. Lucia, Queensland 4072, Australia
- Australian Research Council Centre of Excellence in Convergent Bio-Nano Science and Technology, The University of Queensland, Brisbane, St. Lucia, Queensland 4072, Australia
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, St. Lucia, Queensland 4072, Australia
| | - Sunil R Lakhani
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Herston, Queensland 4006, Australia
- Pathology Queensland, Royal Brisbane and Women's Hospital, Herston, Queensland 4006, Australia
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Fielding D, Dalley AJ, Singh M, Nandakumar L, Lakis V, Chittoory H, Fairbairn D, Patch AM, Kazakoff SH, Ferguson K, Bashirzadeh F, Bint M, Pahoff C, Son JH, Ryan K, Hodgson A, Sharma S, Pearson JV, Waddell N, Lakhani SR, Hartel G, Simpson PT, Nones K. Discrepancies in tumor mutation burden reporting from sequential endobronchial ultrasound transbronchial needle aspiration samples within single lymph node stations - brief report. Front Oncol 2023; 13:1259882. [PMID: 37927461 PMCID: PMC10620689 DOI: 10.3389/fonc.2023.1259882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 09/29/2023] [Indexed: 11/07/2023] Open
Abstract
Introduction Tumour Mutation Burden (TMB) is a potential biomarker for immune cancer therapies. Here we investigated parameters that might affect TMB using duplicate cytology smears obtained from endobronchial ultrasound transbronchial needle aspiration (EBUS TBNA)-sampled malignant lymph nodes. Methods Individual Diff-Quik cytology smears were prepared for each needle pass. DNA extracted from each smear underwent sequencing using large gene panel (TruSight Oncology 500 (TSO500 - Illumina)). TMB was estimated using the TSO500 Local App v. 2.0 (Illumina). Results Twenty patients had two or more Diff-Quik smears (total 45 smears) which passed sequencing quality control. Average smear TMB was 8.7 ± 5.0 mutations per megabase (Mb). Sixteen of the 20 patients had paired samples with minimal differences in TMB score (average difference 1.3 ± 0.85). Paired samples from 13 patients had concordant TMB (scores below or above a threshold of 10 mutations/Mb). Markedly discrepant TMB was observed in four cases, with an average difference of 11.3 ± 2.7 mutations/Mb. Factors affecting TMB calling included sample tumour content, the amount of DNA used in sequencing, and bone fide heterogeneity of node tumour between paired samples. Conclusion TMB assessment is feasible from EBUS-TBNA smears from a single needle pass. Repeated samples of a lymph node station have minimal variation in TMB in most cases. However, this novel data shows how tumour content and minor change in site of node sampling can impact TMB. Further study is needed on whether all node aspirates should be combined in 1 sample, or whether testing independent nodes using smears is needed.
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Affiliation(s)
- David Fielding
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD, Australia
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Andrew J. Dalley
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Mahendra Singh
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
- Pathology Queensland, The Royal Brisbane & Women’s Hospital, Brisbane, QLD, Australia
| | - Lakshmy Nandakumar
- Pathology Queensland, The Royal Brisbane & Women’s Hospital, Brisbane, QLD, Australia
| | - Vanessa Lakis
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Haarika Chittoory
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - David Fairbairn
- Pathology Queensland, The Royal Brisbane & Women’s Hospital, Brisbane, QLD, Australia
| | - Ann-Marie Patch
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | | | - Kaltin Ferguson
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Farzad Bashirzadeh
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD, Australia
| | - Michael Bint
- Department of Thoracic Medicine, Sunshine Coast University Hospital, Birtinya, QLD, Australia
| | - Carl Pahoff
- Department of Respiratory Medicine, Gold Coast University Hospital, Southport, QLD, Australia
| | - Jung Hwa Son
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD, Australia
| | - Kimberley Ryan
- Department of Thoracic Medicine, The Royal Brisbane & Women’s Hospital, Brisbane, QLD, Australia
| | - Alan Hodgson
- Pathology Queensland, The Royal Brisbane & Women’s Hospital, Brisbane, QLD, Australia
| | - Sowmya Sharma
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- ACL Pathology, Sydney, NSW, Australia
| | - John V. Pearson
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Sunil R. Lakhani
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
- Pathology Queensland, The Royal Brisbane & Women’s Hospital, Brisbane, QLD, Australia
| | - Gunter Hartel
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Peter T. Simpson
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD, Australia
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Fielding D, Dalley AJ, Singh M, Nandakumar L, Lakis V, Chittoory H, Fairbairn D, Ferguson K, Bashirzadeh F, Bint M, Pahoff C, Son JH, Hodgson A, Pearson JV, Waddell N, Lakhani SR, Hartel G, Nones K, Simpson PT. Whole Genome Sequencing in Advanced Lung Cancer can be Performed Using Diff-Quik Cytology Smears Derived from Endobronchial Ultrasound, Transbronchial Needle Aspiration (EBUS TBNA). Lung 2023; 201:407-413. [PMID: 37405466 PMCID: PMC10444633 DOI: 10.1007/s00408-023-00631-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Accepted: 06/25/2023] [Indexed: 07/06/2023]
Abstract
INTRODUCTION Maximising alternative sample types for genomics in advanced lung cancer is important because bronchoscopic samples may sometimes be insufficient for this purpose. Further, the clinical applications of comprehensive molecular analysis such as whole genome sequencing (WGS) are rapidly developing. Diff-Quik cytology smears from EBUS TBNA is an alternative source of DNA, but its feasibility for WGS has not been previously demonstrated. METHODS Diff-Quik smears were collected along with research cell pellets. RESULTS Tumour content of smears were compared to research cell pellets from 42 patients, which showed good correlation (Spearman correlation 0.85, P < 0.0001). A subset of eight smears underwent WGS, which presented similar mutation profiles to WGS of the matched cell pellet. DNA yield was predicted using a regression equation of the smears cytology features, which correctly predicted DNA yield > 1500 ng in 7 out of 8 smears. CONCLUSIONS WGS of commonly collected Diff-Quik slides is feasible and their DNA yield can be predicted.
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Affiliation(s)
- David Fielding
- Department of Thoracic Medicine, The Royal Brisbane & Women's Hospital, Brisbane, Australia.
- Faculty of Medicine, UQ Centre for Clinical Research, The University of Queensland, Brisbane, Australia.
| | - Andrew J Dalley
- Faculty of Medicine, UQ Centre for Clinical Research, The University of Queensland, Brisbane, Australia
| | - Mahendra Singh
- Faculty of Medicine, UQ Centre for Clinical Research, The University of Queensland, Brisbane, Australia
- Pathology Queensland, The Royal Brisbane & Women's Hospital, Brisbane, Australia
| | - Lakshmy Nandakumar
- Pathology Queensland, The Royal Brisbane & Women's Hospital, Brisbane, Australia
| | - Vanessa Lakis
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Haarika Chittoory
- Faculty of Medicine, UQ Centre for Clinical Research, The University of Queensland, Brisbane, Australia
| | - David Fairbairn
- Pathology Queensland, The Royal Brisbane & Women's Hospital, Brisbane, Australia
| | - Kaltin Ferguson
- Faculty of Medicine, UQ Centre for Clinical Research, The University of Queensland, Brisbane, Australia
| | - Farzad Bashirzadeh
- Department of Thoracic Medicine, The Royal Brisbane & Women's Hospital, Brisbane, Australia
| | - Michael Bint
- Department of Thoracic Medicine, Sunshine Coast University Hospital, Birtinya, Australia
| | - Carl Pahoff
- Department of Respiratory Medicine, Gold Coast University Hospital, Southport, Australia
| | - Jung Hwa Son
- Department of Thoracic Medicine, The Royal Brisbane & Women's Hospital, Brisbane, Australia
| | - Alan Hodgson
- Pathology Queensland, The Royal Brisbane & Women's Hospital, Brisbane, Australia
| | - John V Pearson
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Sunil R Lakhani
- Faculty of Medicine, UQ Centre for Clinical Research, The University of Queensland, Brisbane, Australia
- Pathology Queensland, The Royal Brisbane & Women's Hospital, Brisbane, Australia
| | - Gunter Hartel
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
- School of Biomedical Sciences, The University of Queensland, Brisbane, Australia
| | - Peter T Simpson
- Faculty of Medicine, UQ Centre for Clinical Research, The University of Queensland, Brisbane, Australia
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Fielding DI, Dalley AJ, Singh M, Nandakumar L, Lakis V, Chittoory H, Fairbairn D, Patch AM, Kazakoff SH, Ferguson K, Bashirzadeh F, Bint M, Pahoff C, Son JH, Hodgson A, Sharma S, Waddell N, Lakhani SR, Hartel G, Nones K, Simpson PT. Evaluating Diff-Quik cytology smears for large-panel mutation testing in lung cancer-Predicting DNA content and success with low-malignant-cellularity samples. Cancer Cytopathol 2023. [PMID: 36938641 DOI: 10.1002/cncy.22690] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 12/13/2022] [Accepted: 12/20/2022] [Indexed: 03/21/2023]
Abstract
BACKGROUND Cytology smears are commonly collected during endobronchial ultrasound-guided transbronchial needle aspiration (EBUS TBNA) procedures but are rarely used for molecular testing. Studies are needed to demonstrate their great potential, in particular for the prediction of malignant cell DNA content and for utility in molecular diagnostics using large gene panels. METHODS A prospective study was performed on samples from 66 patients with malignant lymph nodes who underwent EBUS TBNA. All patients had air-dried, Diff-Quik cytology smears and formalin-fixed, paraffin-embedded cell blocks collected for cytopathology and molecular testing. One hundred eighty-five smears were evaluated by microscopy to estimate malignant cell percentage and abundance and to calculate smear size and were subjected to DNA extraction. DNA from 56 smears from 27 patients was sequenced with the TruSight Oncology 500 assay (Illumina). RESULTS Each microscopy parameter had a significant effect on the DNA yield. An algorithm was developed that predicted a >50-ng DNA yield of a smear with an area under the curve of 0.86. Fifty DNA samples (89%) with varying malignant yields were successfully sequenced. Low-malignant-cell content (<25%) and smear area (<15%) were the main reasons for failure. All standard-of-care mutations were detected in replicate smears from individual patients, regardless of malignant cell content. Tier 1/2 mutations were discovered in two cases where standard-of-care specimens were inadequate for sequencing. Smears were scored for tumor mutation burden. CONCLUSIONS Microscopy of Diff-Quik smears can triage samples for comprehensive panel sequencing, which highlights smears as an excellent alternative to traditional testing with cell blocks.
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Affiliation(s)
- David I Fielding
- Department of Thoracic Medicine, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
| | - Andrew J Dalley
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
| | - Mahendra Singh
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
- Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
| | - Lakshmy Nandakumar
- Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
| | - Vanessa Lakis
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Haarika Chittoory
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
| | - David Fairbairn
- Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
| | - Ann-Marie Patch
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Stephen H Kazakoff
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Kaltin Ferguson
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
| | - Farzad Bashirzadeh
- Department of Thoracic Medicine, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
| | - Michael Bint
- Department of Thoracic Medicine, Sunshine Coast University Hospital, Birtinya, Queensland, Australia
| | - Carl Pahoff
- Department of Respiratory Medicine, Gold Coast University Hospital, Southport, Queensland, Australia
| | - Jung Hwa Son
- Department of Thoracic Medicine, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
| | - Alan Hodgson
- Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
| | - Sowmya Sharma
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
- ACL Pathology, Bellavista, New South Wales, Australia
| | - Nicola Waddell
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Sunil R Lakhani
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
- Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
| | - Gunter Hartel
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Katia Nones
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
- School of Biomedical Sciences, University of Queensland, St Lucia, Queensland, Australia
| | - Peter T Simpson
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
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Fielding D, Dalley AJ, Singh M, Nandakumar L, Nones K, Lakis V, Chittoory H, Ferguson K, Bashirzadeh F, Bint M, Pahoff C, Son JH, Hodgson A, Sharma S, Godbolt D, Coleman K, Whitfield L, Waddell N, Lakhani SR, Hartel G, Simpson PT. Prospective Optimization of Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration Lymph Node Assessment for Lung Cancer: Three Needle Agitations Are Noninferior to 10 Agitations for Adequate Tumor Cell and DNA Yield. JTO Clin Res Rep 2022; 3:100403. [PMID: 36147610 PMCID: PMC9486562 DOI: 10.1016/j.jtocrr.2022.100403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 08/03/2022] [Accepted: 08/22/2022] [Indexed: 10/30/2022] Open
Abstract
Introduction Methods Results Conclusions
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Ramarao-Milne P, Kondrashova O, Patch AM, Nones K, Koufariotis LT, Newell F, Addala V, Lakis V, Holmes O, Leonard C, Wood S, Xu Q, Mukhopadhyay P, Naeini MM, Steinfort D, Williamson JP, Bint M, Pahoff C, Nguyen PT, Twaddell S, Arnold D, Grainge C, Basirzadeh F, Fielding D, Dalley AJ, Chittoory H, Simpson PT, Aoude LG, Bonazzi VF, Patel K, Barbour AP, Fennell DA, Robinson BW, Creaney J, Hollway G, Pearson JV, Waddell N. Comparison of actionable events detected in cancer genomes by whole-genome sequencing, in silico whole-exome and mutation panels. ESMO Open 2022; 7:100540. [PMID: 35849877 PMCID: PMC9463385 DOI: 10.1016/j.esmoop.2022.100540] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 06/07/2022] [Accepted: 06/19/2022] [Indexed: 12/14/2022] Open
Abstract
Background Next-generation sequencing is used in cancer research to identify somatic and germline mutations, which can predict sensitivity or resistance to therapies, and may be a useful tool to reveal drug repurposing opportunities between tumour types. Multigene panels are used in clinical practice for detecting targetable mutations. However, the value of clinical whole-exome sequencing (WES) and whole-genome sequencing (WGS) for cancer care is less defined, specifically as the majority of variants found using these technologies are of uncertain significance. Patients and methods We used the Cancer Genome Interpreter and WGS in 726 tumours spanning 10 cancer types to identify drug repurposing opportunities. We compare the ability of WGS to detect actionable variants, tumour mutation burden (TMB) and microsatellite instability (MSI) by using in silico down-sampled data to mimic WES, a comprehensive sequencing panel and a hotspot mutation panel. Results We reveal drug repurposing opportunities as numerous biomarkers are shared across many solid tumour types. Comprehensive panels identify the majority of approved actionable mutations, with WGS detecting more candidate actionable mutations for biomarkers currently in clinical trials. Moreover, estimated values for TMB and MSI vary when calculated from WGS, WES and panel data, and are dependent on whether all mutations or only non-synonymous mutations were used. Our results suggest that TMB and MSI thresholds should not only be tumour-dependent, but also be sequencing platform-dependent. Conclusions There is a large opportunity to repurpose cancer drugs, and these data suggest that comprehensive sequencing is an invaluable source of information to guide clinical decisions by facilitating precision medicine and may provide a wealth of information for future studies. Furthermore, the sequencing and analysis approach used to estimate TMB may have clinical implications if a hard threshold is used to indicate which patients may respond to immunotherapy. Genome analysis revealed that treatment biomarkers are shared across solid tumours, highlighting repurposing opportunities. Comprehensive panels detect most known biomarkers; however, WGS detects more biomarkers for treatments in clinical trials. TMB is well correlated between sequencing methods, but absolute values vary and are dependent on mutation types considered.
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Affiliation(s)
- P Ramarao-Milne
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia; Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Brisbane, Australia
| | - O Kondrashova
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - A-M Patch
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - K Nones
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - L T Koufariotis
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - F Newell
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - V Addala
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - V Lakis
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - O Holmes
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - C Leonard
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - S Wood
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Q Xu
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - P Mukhopadhyay
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - M M Naeini
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - D Steinfort
- Department of Thoracic Medicine, Royal Melbourne Hospital, Melbourne, Australia
| | - J P Williamson
- Department of Thoracic Medicine, Liverpool Hospital Sydney, Sydney, Australia
| | - M Bint
- Department of Thoracic Medicine, Sunshine Coast University Hospital, Birtinya, Australia
| | - C Pahoff
- Department of Respiratory Medicine, Gold Coast University Hospital, Southport, Australia
| | - P T Nguyen
- Department of Thoracic Medicine, Royal Adelaide Hospital, Adelaide, Australia
| | - S Twaddell
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, Australia
| | - D Arnold
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, Australia
| | - C Grainge
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, Australia
| | - F Basirzadeh
- Department of Thoracic Medicine, Royal Brisbane and Women's Hospital, Brisbane, Australia
| | - D Fielding
- Department of Thoracic Medicine, Royal Brisbane and Women's Hospital, Brisbane, Australia
| | - A J Dalley
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - H Chittoory
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - P T Simpson
- UQ Centre for Clinical Research, Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - L G Aoude
- The University of Queensland Diamantina Institute, Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - V F Bonazzi
- The University of Queensland Diamantina Institute, Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - K Patel
- The University of Queensland Diamantina Institute, Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - A P Barbour
- The University of Queensland Diamantina Institute, Faculty of Medicine, University of Queensland, Brisbane, Australia; Upper Gastro-intestinal Surgical Unit, Department of Surgery, Princess Alexandra Hospital, Brisbane, Australia
| | - D A Fennell
- Cancer Research UK Centre Leicester, University of Leicester & University Hospitals of Leicester NHS Trust, Leicester, UK
| | - B W Robinson
- National Centre for Asbestos Related Disease, Institute of Respiratory Health, University of Western Australia, Nedlands, Australia; Department of Respiratory Medicine, Sir Charles Gairdner Hospital, Nedlands, Australia
| | - J Creaney
- National Centre for Asbestos Related Disease, Institute of Respiratory Health, University of Western Australia, Nedlands, Australia; Department of Respiratory Medicine, Sir Charles Gairdner Hospital, Nedlands, Australia
| | - G Hollway
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - J V Pearson
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - N Waddell
- Cancer Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia.
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Kalita-de Croft P, Chittoory H, Simpson P, Lakhani S. Characterizing immune cell subsets of tumour infiltrating lymphocytes (TILs) in brain metastases. Neuro Oncol 2021. [DOI: 10.1093/neuonc/noab195.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Aims
The heterogeneity of TILs are not well characterized in brain metastasis. To address this, we performed a targeted analysis of immune cell subsets in brain metastasis tissues.
Method
We performed multiplex immunofluorescence (mIF) on a limited cohort of brain metastases arising from breast cancers (n=20). Using RNA-interference validated antibodies, we quantitated the subsets of immune cells in formalin-fixed paraffin embedded whole sections. The panel of proteins analyzed included PanCK, CD8, CD4, Vista and Iba1 and an average of 15000 cells per sample were analysed. We also analysed an independent publicly available cohort at the RNA level to corroborate our findings.
Results
We found that increased density of tils (high>30%; low <30%) correlated with survival and they were two distinct phenotypes. The tumours with low tils had significantly higher expression of the immune-checkpoint molecule Vista in tumour cells (p<0.01) as well as in their microenvironment (p<0.001). Contrastingly, the brain metastatic tumours with high tils displayed higher expression of microglia. Low tils-tumours display CD8+ T-cells that exclusively co-express Vista (p<0.01) compared to high tils group where CD8+ T-cells significantly co-express Iba1 (p<0.05). Interestingly no definite phenotypes were observed in CD4+ T-cells. These results were also found in an independent cohort where Vista was a highly ranked gene within the CD8+ T-cell population.
Conclusion
Variety of immune escape routes may be involved in brain metastasis. This may be executed by increasing the expression of T-cell inhibitory molecule Vista or by increased activated microglia which may release immunosuppressive cytokines. Further studies are required to provide mechanistic insights into these phenomena.
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Kalita-de Croft P, Lim M, Chittoory H, de Luca XM, Kutasovic JR, Day BW, Al-Ejeh F, Simpson PT, McCart Reed AE, Lakhani SR, Saunus JM. Clinicopathologic significance of nuclear HER4 and phospho-YAP(S 127) in human breast cancers and matching brain metastases. Ther Adv Med Oncol 2020; 12:1758835920946259. [PMID: 33014146 PMCID: PMC7517995 DOI: 10.1177/1758835920946259] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 07/09/2020] [Indexed: 12/18/2022] Open
Abstract
Background Human epidermal growth factor receptor-4 (HER4) and yes-associated protein-1 (YAP) are candidate therapeutic targets in oncology. YAP's transcriptional coactivation function is modulated by the HER4 intracellular domain (HER4-ICD) in vitro, but the clinical relevance of this has not been established. This study investigated the potential for targeting the HER4-YAP pathway in brain metastatic breast cancer. Methods We performed immuno-phenotypic profiling of pathway markers in a consecutive breast cancer series with 25 years of clinical follow up (n = 371), and patient-matched breast and metastatic brain tumours (n = 91; 30 pairs). Results Membrane localisation of phospho-HER4 [pHER4(Y1162)] was infrequent in primary breast cancer, but very frequent in brain metastases (5.9% versus 75% positive), where it was usually co-expressed with pHER3(Y1289) (p < 0.05). The presence of YAP in tumour cell nuclei was associated directly with nuclear pERK5(T218/Y210) (p = 0.003). However, relationships with disease-specific survival depended on oestrogen receptor (ER) status. Nuclear pYAP(S127) was associated with smaller, good prognostic ER+ breast tumours (log-rank hazard-ratio 0.53; p = 9.6E-03), but larger, poor prognostic triple-negative cancers (log-rank hazard-ratio 2.78; p = 1.7E-02), particularly when co-expressed with nuclear HER4-ICD (p = 0.02). This phenotype was associated with stemness and mitotic instability markers (vimentin, SOX9, ID1, SPAG5, TTK, geminin; p < 0.05). YAP expression in brain metastases was higher than matched primary tumours; specifically, nuclear pYAP(S127) in ER-negative cases (p < 0.05). Nuclear YAP was detected in ~70% of ER-negative, HER4-activated brain metastases. Discussion Our findings suggest that the canonical-mechanism where Hippo pathway-mediated phosphorylation of YAP ostensibly excludes it from the nucleus is dysfunctional in breast cancer. The data are consistent with pYAP(S127) having independent transcriptional functions, which may include transducing neuregulin signals in brain metastases. Consistent with mechanistic studies implicating it as an ER co-factor, nuclear pYAP(S127) associations with breast cancer clinical outcomes were dependent on ER status. Conclusion Preclinical studies investigating HER4 and nuclear YAP combination therapy strategies are warranted.
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Affiliation(s)
- Priyakshi Kalita-de Croft
- The University of Queensland Faculty of Medicine, UQ Centre for Clinical Research, Building 71/98 Royal Brisbane and Women's Hospital, Herston, Qld 4006, Australia
| | - Malcolm Lim
- The University of Queensland Faculty of Medicine, UQ Centre for Clinical Research, Herston, Qld, Australia
| | - Haarika Chittoory
- The University of Queensland Faculty of Medicine, UQ Centre for Clinical Research, Herston, Qld, Australia
| | - Xavier M de Luca
- The University of Queensland Faculty of Medicine, UQ Centre for Clinical Research, Herston, Qld, Australia
| | - Jamie R Kutasovic
- The University of Queensland Faculty of Medicine, UQ Centre for Clinical Research, Herston, Qld, Australia
| | - Bryan W Day
- QIMR Berghofer Medical Research Institute, Herston, Qld, Australia
| | - Fares Al-Ejeh
- QIMR Berghofer Medical Research Institute, Herston, Qld, Australia
| | - Peter T Simpson
- The University of Queensland Faculty of Medicine, UQ Centre for Clinical Research, Herston, Qld, Australia
| | - Amy E McCart Reed
- The University of Queensland Faculty of Medicine, UQ Centre for Clinical Research, Herston, Qld, Australia
| | - Sunil R Lakhani
- The University of Queensland Faculty of Medicine, UQ Centre for Clinical Research, Herston, Qld, Australia
| | - Jodi M Saunus
- The University of Queensland Faculty of Medicine, UQ Centre for Clinical Research, Herston, Qld, Australia
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