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Sepich-Poore GD, McDonald D, Kopylova E, Guccione C, Zhu Q, Austin G, Carpenter C, Fraraccio S, Wandro S, Kosciolek T, Janssen S, Metcalf JL, Song SJ, Kanbar J, Miller-Montgomery S, Heaton R, Mckay R, Patel SP, Swafford AD, Korem T, Knight R. Correction: Robustness of cancer microbiome signals over a broad range of methodological variation. Oncogene 2024:10.1038/s41388-024-03018-z. [PMID: 38580705 DOI: 10.1038/s41388-024-03018-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2024]
Affiliation(s)
- Gregory D Sepich-Poore
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA
- Micronoma, San Diego, CA, USA
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Daniel McDonald
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Evguenia Kopylova
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Clarity Genomics, Antwerp, Belgium
| | - Caitlin Guccione
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Qiyun Zhu
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- School of Life Sciences, Arizona State University, Tempe, AZ, USA
| | - George Austin
- Department of Biomedical Informatics, Columbia University Irving Medical Center, New York, NY, USA
- Program for Mathematical Genomics, Department of Systems Biology, Columbia University Irving Medical Center, New York, NY, USA
| | - Carolina Carpenter
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | - Serena Fraraccio
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
- Micronoma, San Diego, CA, USA
| | - Stephen Wandro
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
- Micronoma, San Diego, CA, USA
| | - Tomasz Kosciolek
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Malopolska Centre of Biotechnology, Jagiellonian University in Kraków, Kraków, Poland
| | - Stefan Janssen
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Algorithmic Bioinformatics, Department of Biology and Chemistry, Justus Liebig University Gießen, Gießen, Germany
| | - Jessica L Metcalf
- Department of Animal Sciences, Colorado State University, Fort Collins, CO, USA
| | - Se Jin Song
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | - Jad Kanbar
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Sandrine Miller-Montgomery
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA
- Micronoma, San Diego, CA, USA
| | - Robert Heaton
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Rana Mckay
- Moores Cancer Center, University of California San Diego Health, La Jolla, CA, USA
| | - Sandip Pravin Patel
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
- Moores Cancer Center, University of California San Diego Health, La Jolla, CA, USA
| | - Austin D Swafford
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | - Tal Korem
- Program for Mathematical Genomics, Department of Systems Biology, Columbia University Irving Medical Center, New York, NY, USA
- Department of Obstetrics and Gynecology, Columbia University Irving Medical Center, New York, NY, USA
| | - Rob Knight
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA.
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA.
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA.
- Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA, USA.
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Sepich-Poore GD, McDonald D, Kopylova E, Guccione C, Zhu Q, Austin G, Carpenter C, Fraraccio S, Wandro S, Kosciolek T, Janssen S, Metcalf JL, Song SJ, Kanbar J, Miller-Montgomery S, Heaton R, Mckay R, Patel SP, Swafford AD, Korem T, Knight R. Robustness of cancer microbiome signals over a broad range of methodological variation. Oncogene 2024; 43:1127-1148. [PMID: 38396294 PMCID: PMC10997506 DOI: 10.1038/s41388-024-02974-w] [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: 11/23/2023] [Revised: 02/03/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024]
Abstract
In 2020, we identified cancer-specific microbial signals in The Cancer Genome Atlas (TCGA) [1]. Multiple peer-reviewed papers independently verified or extended our findings [2-12]. Given this impact, we carefully considered concerns by Gihawi et al. [13] that batch correction and database contamination with host sequences artificially created the appearance of cancer type-specific microbiomes. (1) We tested batch correction by comparing raw and Voom-SNM-corrected data per-batch, finding predictive equivalence and significantly similar features. We found consistent results with a modern microbiome-specific method (ConQuR [14]), and when restricting to taxa found in an independent, highly-decontaminated cohort. (2) Using Conterminator [15], we found low levels of human contamination in our original databases (~1% of genomes). We demonstrated that the increased detection of human reads in Gihawi et al. [13] was due to using a newer human genome reference. (3) We developed Exhaustive, a method twice as sensitive as Conterminator, to clean RefSeq. We comprehensively host-deplete TCGA with many human (pan)genome references. We repeated all analyses with this and the Gihawi et al. [13] pipeline, and found cancer type-specific microbiomes. These extensive re-analyses and updated methods validate our original conclusion that cancer type-specific microbial signatures exist in TCGA, and show they are robust to methodology.
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Affiliation(s)
- Gregory D Sepich-Poore
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA
- Micronoma, San Diego, CA, USA
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Daniel McDonald
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Evguenia Kopylova
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Clarity Genomics, Antwerp, Belgium
| | - Caitlin Guccione
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Qiyun Zhu
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- School of Life Sciences, Arizona State University, Tempe, AZ, USA
| | - George Austin
- Department of Biomedical Informatics, Columbia University Irving Medical Center, New York, NY, USA
- Program for Mathematical Genomics, Department of Systems Biology, Columbia University Irving Medical Center, New York, NY, USA
| | - Carolina Carpenter
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | - Serena Fraraccio
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
- Micronoma, San Diego, CA, USA
| | - Stephen Wandro
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
- Micronoma, San Diego, CA, USA
| | - Tomasz Kosciolek
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Malopolska Centre of Biotechnology, Jagiellonian University in Kraków, Kraków, Poland
| | - Stefan Janssen
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Algorithmic Bioinformatics, Department of Biology and Chemistry, Justus Liebig University Gießen, Gießen, Germany
| | - Jessica L Metcalf
- Department of Animal Sciences, Colorado State University, Fort Collins, CO, USA
| | - Se Jin Song
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | - Jad Kanbar
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Sandrine Miller-Montgomery
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA
- Micronoma, San Diego, CA, USA
| | - Robert Heaton
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Rana Mckay
- Moores Cancer Center, University of California San Diego Health, La Jolla, CA, USA
| | - Sandip Pravin Patel
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
- Moores Cancer Center, University of California San Diego Health, La Jolla, CA, USA
| | - Austin D Swafford
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | - Tal Korem
- Program for Mathematical Genomics, Department of Systems Biology, Columbia University Irving Medical Center, New York, NY, USA
- Department of Obstetrics and Gynecology, Columbia University Irving Medical Center, New York, NY, USA
| | - Rob Knight
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA.
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA.
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA.
- Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA, USA.
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Anthes VB, Schwartz M, Cusimano M, Radovanovic I, Kulkarni AV, Laperriere N, Payne D, Heaton R, van Prooijen M, Das S, Tsang DS. Effect of Cobalt-60 Treatment Dose Rate on Arteriovenous Malformation Obliteration After Stereotactic Radiosurgery With Gamma Knife. Neurosurgery 2024; 94:575-583. [PMID: 37796152 DOI: 10.1227/neu.0000000000002701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 08/02/2023] [Indexed: 10/06/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Stereotactic radiosurgery (SRS) marginal dose is associated with successful obliteration of cerebral arteriovenous malformations (AVM). SRS dose rate-how old the cobalt-60 sources are-is known to influence outcomes for some neurological conditions and benign tumors. The objective of this study was to determine the association between cobalt-60 treatment dose rate and cerebral AVM obliteration in patients treated with SRS. METHODS We performed a retrospective cohort study of 361 patients undergoing 411 AVM-directed SRS treatments between 2005 and 2019 at a single institution. Lesion characteristics, SRS details, obliteration dates, and post-treatment toxicities were recorded. Univariate and multivariate regression analyses of AVM outcomes regarding SRS dose rate (range 1.3-3.7 Gy, mean = 2.4 Gy, median = 2.5 Gy) were performed. RESULTS At 10 years post-SRS, 68% of AVMs were obliterated on follow-up imaging. Dose rates >2.9 Gy/min were found to be significantly associated with AVM obliteration compared with those <2.1 Gy/min ( P = .034). AVM size, biologically effective dose, and SRS marginal dose were also associated with obliteration, with obliteration more likely for smaller lesions, higher biologically effective dose, and higher marginal dose. Higher dose rates were not associated with the development of post-SRS radiological or symptomatic edema, although larger AVM volume was associated with both types of edema. CONCLUSION Patients with cerebral AVMs treated with higher SRS dose rates (from newer cobalt-60 sources) experience higher incidences of obliteration without a significant change in the risk of post-treatment edema.
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Affiliation(s)
- Victoria B Anthes
- Radiation Medicine Program, Princess Margaret Cancer Centre and Toronto Western Hospital, University Health Network, Toronto , Ontario , Canada
| | - Michael Schwartz
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, Toronto , Ontario , Canada
| | - Michael Cusimano
- Division of Neurosurgery, St. Michael's Hospital, Unity Health Toronto, Toronto , Ontario , Canada
| | - Ivan Radovanovic
- Division of Neurosurgery, University Health Network, Toronto , Ontario , Canada
| | - Abhaya V Kulkarni
- Division of Neurosurgery, The Hospital for Sick Children, Toronto , Ontario , Canada
| | - Normand Laperriere
- Radiation Medicine Program, Princess Margaret Cancer Centre and Toronto Western Hospital, University Health Network, Toronto , Ontario , Canada
| | - David Payne
- Radiation Medicine Program, Princess Margaret Cancer Centre and Toronto Western Hospital, University Health Network, Toronto , Ontario , Canada
| | - Robert Heaton
- Radiation Medicine Program, Princess Margaret Cancer Centre and Toronto Western Hospital, University Health Network, Toronto , Ontario , Canada
| | - Monique van Prooijen
- Radiation Medicine Program, Princess Margaret Cancer Centre and Toronto Western Hospital, University Health Network, Toronto , Ontario , Canada
| | - Sunit Das
- Division of Neurosurgery, St. Michael's Hospital, Unity Health Toronto, Toronto , Ontario , Canada
| | - Derek S Tsang
- Radiation Medicine Program, Princess Margaret Cancer Centre and Toronto Western Hospital, University Health Network, Toronto , Ontario , Canada
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Casar B, Mendez I, Gershkevitsh E, Wegener S, Jaffray D, Heaton R, Pesznyak C, Stelczer G, Bulski W, Chełminski K, Smirnov G, Antipina N, Beavis AW, Harding N, Jurković S, Hwang MS, Saiful Huq M. On dosimetric characteristics of detectors for relative dosimetry in small fields: a multicenter experimental study. Phys Med Biol 2024; 69:035009. [PMID: 38091616 DOI: 10.1088/1361-6560/ad154c] [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] [Received: 07/21/2023] [Accepted: 12/13/2023] [Indexed: 01/25/2024]
Abstract
Objective. In this multicentric collaborative study, we aimed to verify whether the selected radiation detectors satisfy the requirements of TRS-483 Code of Practice for relative small field dosimetry in megavoltage photon beams used in radiotherapy, by investigating four dosimetric characteristics. Furthermore, we intended to analyze and complement the recommendations given in TRS-483.Approach. Short-term stability, dose linearity, dose-rate dependence, and leakage were determined for 17 models of detectors considered suitable for small field dosimetry. Altogether, 47 detectors were used in this study across ten institutions. Photon beams with 6 and 10 MV, with and without flattening filters, generated by Elekta Versa HDTMor Varian TrueBeamTMlinear accelerators, were used.Main results. The tolerance level of 0.1% for stability was fulfilled by 70% of the data points. For the determination of dose linearity, two methods were considered. Results from the use of a stricter method show that the guideline of 0.1% for dose linearity is not attainable for most of the detectors used in the study. Following the second approach (squared Pearson's correlation coefficientr2), it was found that 100% of the data fulfill the criteriar2> 0.999 (0.1% guideline for tolerance). Less than 50% of all data points satisfied the published tolerance of 0.1% for dose-rate dependence. Almost all data points (98.2%) satisfied the 0.1% criterion for leakage.Significance. For short-term stability (repeatability), it was found that the 0.1% guideline could not be met. Therefore, a less rigorous criterion of 0.25% is proposed. For dose linearity, our recommendation is to adopt a simple and clear methodology and to define an achievable tolerance based on the experimental data. For dose-rate dependence, a realistic criterion of 1% is proposed instead of the present 0.1%. Agreement was found with published guidelines for background signal (leakage).
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Affiliation(s)
- Božidar Casar
- Institute of Oncology Ljubljana, Ljubljana, Slovenia
- Faculty of Natural Sciences and Mathematics, University of Maribor, Slovenia
| | - Ignasi Mendez
- Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | | | - Sonja Wegener
- University of Wuerzburg, Radiation Oncology, Wuerzburg, Germany
| | | | | | | | | | - Wojciech Bulski
- Maria Skłodowska-Curie National Research Institute of Oncology, Warsaw, Poland
| | | | | | | | - Andrew W Beavis
- Hull University Teaching Hospitals NHS Trust, Hull, United Kingdom
| | - Nicholas Harding
- Hull University Teaching Hospitals NHS Trust, Hull, United Kingdom
| | - Slaven Jurković
- Medical Physics Department, University Hospital Rijeka, Rijeka, Croatia
- Faculty of Medicine, University of Rijeka, Croatia
| | - Min-Sig Hwang
- University of Pittsburgh School of Medicine and UPMC Hillman Cancer Center, Pittsburgh, PA, United States of America
| | - M Saiful Huq
- Department of Radiation Oncology, Division of Medical Physics, University of Pittsburgh School of Medicine and UPMC Hillman Cancer Center, Pittsburgh, PA, United States of America
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Chen L, Tang Q, Zhang K, Huang Q, Ding Y, Jin B, Liu S, Hwa K, Chou CJ, Zhang Y, Thyparambil S, Liao W, Han Z, Mortensen R, Schilling J, Li Z, Heaton R, Tian L, Cohen HJ, Sylvester KG, Arent RC, Zhao X, McElhinney DB, Wu Y, Bai W, Ling XB. Altered expression of the L-arginine/nitric oxide pathway in ovarian cancer: metabolic biomarkers and biological implications. BMC Cancer 2023; 23:844. [PMID: 37684587 PMCID: PMC10492322 DOI: 10.1186/s12885-023-11192-8] [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: 11/23/2022] [Accepted: 07/19/2023] [Indexed: 09/10/2023] Open
Abstract
MOTIVATION Ovarian cancer (OC) is a highly lethal gynecological malignancy. Extensive research has shown that OC cells undergo significant metabolic alterations during tumorigenesis. In this study, we aim to leverage these metabolic changes as potential biomarkers for assessing ovarian cancer. METHODS A functional module-based approach was utilized to identify key gene expression pathways that distinguish different stages of ovarian cancer (OC) within a tissue biopsy cohort. This cohort consisted of control samples (n = 79), stage I/II samples (n = 280), and stage III/IV samples (n = 1016). To further explore these altered molecular pathways, minimal spanning tree (MST) analysis was applied, leading to the formulation of metabolic biomarker hypotheses for OC liquid biopsy. To validate, a multiple reaction monitoring (MRM) based quantitative LCMS/MS method was developed. This method allowed for the precise quantification of targeted metabolite biomarkers using an OC blood cohort comprising control samples (n = 464), benign samples (n = 3), and OC samples (n = 13). RESULTS Eleven functional modules were identified as significant differentiators (false discovery rate, FDR < 0.05) between normal and early-stage, or early-stage and late-stage ovarian cancer (OC) tumor tissues. MST analysis revealed that the metabolic L-arginine/nitric oxide (L-ARG/NO) pathway was reprogrammed, and the modules related to "DNA replication" and "DNA repair and recombination" served as anchor modules connecting the other nine modules. Based on this analysis, symmetric dimethylarginine (SDMA) and arginine were proposed as potential liquid biopsy biomarkers for OC assessment. Our quantitative LCMS/MS analysis on our OC blood cohort provided direct evidence supporting the use of the SDMA-to-arginine ratio as a liquid biopsy panel to distinguish between normal and OC samples, with an area under the ROC curve (AUC) of 98.3%. CONCLUSION Our comprehensive analysis of tissue genomics and blood quantitative LC/MSMS metabolic data shed light on the metabolic reprogramming underlying OC pathophysiology. These findings offer new insights into the potential diagnostic utility of the SDMA-to-arginine ratio for OC assessment. Further validation studies using adequately powered OC cohorts are warranted to fully establish the clinical effectiveness of this diagnostic test.
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Affiliation(s)
- Linfeng Chen
- Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Qiming Tang
- Shanghai Yunxiang Medical Technology Co., Ltd., Shanghai, China
- Binhai Industrial Technology Research Institute, Zhejiang University, Tianjin, China
| | - Keying Zhang
- Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, China
| | | | | | - Bo Jin
- Tianjin Yunjian Medical Laboratory Institute Co., Ltd, Tianjin, China
| | - Szumam Liu
- School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - C James Chou
- School of Medicine, Stanford University, Stanford, CA, USA
| | - Yani Zhang
- Tianjin Yunjian Medical Laboratory Institute Co., Ltd, Tianjin, China
| | | | | | - Zhi Han
- School of Medicine, Stanford University, Stanford, CA, USA
| | | | | | - Zhen Li
- Shanghai Yunxiang Medical Technology Co., Ltd., Shanghai, China
- Binhai Industrial Technology Research Institute, Zhejiang University, Tianjin, China
| | | | - Lu Tian
- School of Medicine, Stanford University, Stanford, CA, USA
| | - Harvey J Cohen
- School of Medicine, Stanford University, Stanford, CA, USA
| | | | - Rebecca C Arent
- School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Xinyang Zhao
- School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Yumei Wu
- Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, China.
| | - Wenpei Bai
- Beijing Shijitan Hospital, Capital Medical University, Beijing, China.
| | - Xuefeng B Ling
- School of Medicine, Stanford University, Stanford, CA, USA.
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Hunter E, Salter M, Powell R, Dring A, Naithani T, Chatziioannou ME, Gebregzabhar A, Issa M, Green J, Ng S, Lim CR, Keat CS, Suan AT, Raman R, Fatt HK, Luen FLW, Alshaker H, Pchejetski D, Blum D, Guiel T, Heaton R, Levine J, Akoulitchev A. Development and Validation of Blood-Based Predictive Biomarkers for Response to PD-1/PD-L1 Checkpoint Inhibitors: Evidence of a Universal Systemic Core of 3D Immunogenetic Profiling across Multiple Oncological Indications. Cancers (Basel) 2023; 15:2696. [PMID: 37345033 DOI: 10.3390/cancers15102696] [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: 04/03/2023] [Revised: 05/06/2023] [Accepted: 05/08/2023] [Indexed: 06/23/2023] Open
Abstract
BACKGROUND Unprecedented advantages in cancer treatment with immune checkpoint inhibitors (ICIs) remain limited to only a subset of patients. Systemic analyses of the regulatory 3D genome architecture linked to individual epigenetic and immunogenetic controls associated with tumour immune evasion mechanisms and immune checkpoint pathways reveal a highly prevalent molecular profile predictive of response to PD-1/PD-L1 ICIs. A clinical blood test based on a set of eight (8) 3D genomic biomarkers has been developed and validated on the basis of an observational trial to predict response to ICI therapy. METHODS The predictive eight biomarker set is derived from prospective observational clinical trials, representing 280 treatments with Pembrolizumab, Atezolizumab, Durvalumab, Nivolumab, and Avelumab in a broad range of indications: melanoma, lung, hepatocellular, renal, breast, bladder, colon, head and neck, bone, brain, lymphoma, prostate, vulvar, and cervical cancers. RESULTS The 3D genomic eight biomarker panel for response to immune checkpoint therapy achieved a high accuracy of 85%, sensitivity of 93%, and specificity of 82%. CONCLUSIONS This study demonstrates that a 3D genomic approach can be used to develop a predictive clinical assay for response to PD-1/PD-L1 checkpoint inhibition in cancer patients.
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Affiliation(s)
| | | | | | - Ann Dring
- Oxford BioDynamics Plc., Oxford OX4 2WB, UK
| | | | | | | | - Mutaz Issa
- Oxford BioDynamics Plc., Oxford OX4 2WB, UK
| | | | - Serene Ng
- Oxford BioDynamics (M) Sdn Bhd, Penang 10470, Malaysia
| | - Chun Ren Lim
- Oxford BioDynamics (M) Sdn Bhd, Penang 10470, Malaysia
| | - Cheah Soon Keat
- Mount Miriam Cancer Hospital (MMCH), Penang 11200, Malaysia
- Island Hospital, Penang 10450, Malaysia
| | - Ang Tick Suan
- Mount Miriam Cancer Hospital (MMCH), Penang 11200, Malaysia
| | - Rakesh Raman
- Mount Miriam Cancer Hospital (MMCH), Penang 11200, Malaysia
| | - Ho Kean Fatt
- Mount Miriam Cancer Hospital (MMCH), Penang 11200, Malaysia
| | | | - Heba Alshaker
- School of Medicine, University of East Anglia, Norwich NR4 7TJ, UK
| | | | - Dave Blum
- Oxford BioDynamics Inc., Gaithersburg, MD 20878, USA
| | - Thomas Guiel
- Oxford BioDynamics Inc., Gaithersburg, MD 20878, USA
| | - Robert Heaton
- Oxford BioDynamics Inc., Gaithersburg, MD 20878, USA
| | - Jedd Levine
- Oxford BioDynamics Inc., Gaithersburg, MD 20878, USA
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Fong CH, Heaton R, Liu ZA, Li K, van Prooijen M, Cho Y, Shultz DB, Tsang DS. Dosimetric evaluation of adult and paediatric brain tumours planned using mask-based cobalt-60 fractionated stereotactic radiotherapy compared to linear accelerator-based volumetric modulated arc therapy. J Med Radiat Sci 2023; 70:64-71. [PMID: 36181359 PMCID: PMC9977670 DOI: 10.1002/jmrs.615] [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] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 08/10/2022] [Indexed: 11/07/2022] Open
Abstract
INTRODUCTION We conducted a study to evaluate the dosimetric feasibility of mask-based cobalt-60 fractionated stereotactic radiotherapy (mcfSRT) with the Leksell Gamma Knife® Icon™ device. METHODS Eleven patients with intracranial tumours were selected for this dosimetry study. These patients, previously treated with volumetric arc therapy (VMAT), were re-planned using mcfSRT. Target volume coverage, conformity/gradient indices, doses to organs at risk and treatment times were compared between the mcfSRT and VMAT plans. Two-sided paired Wilcoxon signed-rank test was used to compare differences between the two plans. RESULTS The V95 for PTV was similar between fractionated mcfSRT and VMAT (P = 0.47). The conformity index and gradient indices were 0.9 and 3.3, respectively, for mcfSRT compared to 0.7 and 4.2, respectively, for VMAT (P < 0.001 and 0.004, respectively). The radiation exposure to normal brain was lower for mcfSRT across V10, V25 and V50 compared with VMAT (P = 0.007, <0.001 and <0.001, respectively). The median D0.1cc for optic nerve and chiasm as well as the median D50 to the hippocampi were lower for mcfSRT compared to VMAT. Median beam-on time for mcfSRT was 9.7 min per fraction, compared to 0.9 min for VMAT (P = 0.002). CONCLUSION mcfSRT plans achieve equivalent target volume coverage, improved conformity and gradient indices, and reduced radiation doses to organs at risk as compared with VMAT plans. These results suggest superior dosimetric parameters for mcfSRT plans and can form the basis for future prospective studies.
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Affiliation(s)
- Chin Heng Fong
- Radiation Medicine ProgramPrincess Margaret Cancer Centre, University Health NetworkTorontoOntarioCanada
| | - Robert Heaton
- Radiation Medicine ProgramPrincess Margaret Cancer Centre, University Health NetworkTorontoOntarioCanada
| | - Zhihui Amy Liu
- Department of BiostatisticsPrincess Margaret Cancer Centre, University Health NetworkTorontoOntarioCanada
| | - Kecheng Li
- Department of Statistics and Actuarial ScienceUniversity of WaterlooWaterlooOntarioCanada
| | - Monique van Prooijen
- Radiation Medicine ProgramPrincess Margaret Cancer Centre, University Health NetworkTorontoOntarioCanada
| | - Young‐Bin Cho
- Radiation Medicine ProgramPrincess Margaret Cancer Centre, University Health NetworkTorontoOntarioCanada
| | - David B. Shultz
- Radiation Medicine ProgramPrincess Margaret Cancer Centre, University Health NetworkTorontoOntarioCanada
| | - Derek S. Tsang
- Radiation Medicine ProgramPrincess Margaret Cancer Centre, University Health NetworkTorontoOntarioCanada
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Thyparambil SP, Liao WL, Heaton R, Strasbaugh A, Melkie MA, Ling X. Proteomic profiling of antibody-drug conjugate (ADC) biomarkers in pancreatic cancer. J Clin Oncol 2023. [DOI: 10.1200/jco.2023.41.4_suppl.671] [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: 01/25/2023] Open
Abstract
671 Background: Pancreatic cancer (PaC) is a highly fatal disease with a 5-year survival rate of 5-10%. Effective screening is not available, and most patients (50-55%) present with metastatic (50%-55%) disease at diagnosis. For patients with advanced PaC, the standard chemotherapy combinations include FOLFIRINOX and/or gemcitabine/nab-paclitaxel which has results in a overall survival of 7-11 months. The lack of effective therapies underscores the importance of exploring other agents. We propose that quantitating therapy-associated protein biomarkers including markers of antibody-drug conjugates (ADC) can improve treatment personalization for PaC. Methods: FFPE tumor tissues from 185 clinical PaC patients were microdissected and solubilized for mass spectrometry-based targeted proteomic analysis. We quantified biomarkers for ADCs simultaneously from 2-3 section of FFPE. These biomarkers include antibody targets such as EGFR, HER2, HER3, FRalpha, and Trop2 and payload biomarkers of sensitivity (TOPO1) and resistance (TUBB3). The multiplexed assay also quantified additional 65 clinically relevant protein biomarkers for chemotherapy, immunotherapy and targeted therapy. Results: Expression of EGFR was observed in majority of samples (88%) while only overexpressed ( > 1000 amol/µg) in 3% of samples. HER2 was expressed in half of patients (52%) and overexpressed ( > 750 amol/µg) in 5% of cases while the rest of HER2 protein expression ranged from 300 -750 amol/µg which corresponds to low Her2 expression. Trop2 was expressed in majority of patients (91%) with a 25x distribution between lowest and highest expressor. Other ADC biomarkers include HER3(55%, 5x), Axl (24%, 12x), Mesothelin (65%, 58x), Folate receptor alpha (10%, 17x). Expression of TUBB3 (77%, 8x) and TOPO1 (92%, 8x) in antibody target-positive subset may suggest resistance or response for several known payloads, such as taxanes and irinotecan/deruxtecan/govitecan, respectively. Conclusions: There is currently no approved ADC for pancreatic cancer, but several ADC clinical trials are underway. Quantitative proteomics identified antibody targets as well as markers of resistance or response to payloads for a variety of approved and investigational ADC therapies, which could aid in patient stratification in ADC clinical trials.
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Affiliation(s)
| | | | | | | | | | - Xuefeng Ling
- Stanford University Medical Center, Stanford University, Palo Alto, CA
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Lund M, Heaton R, Hargreaves IP, Gregersen N, Olsen RKJ. Odd- and even-numbered medium-chained fatty acids protect against glutathione depletion in very long-chain acyl-CoA dehydrogenase deficiency. Biochim Biophys Acta Mol Cell Biol Lipids 2023; 1868:159248. [PMID: 36356723 DOI: 10.1016/j.bbalip.2022.159248] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 10/09/2022] [Accepted: 10/17/2022] [Indexed: 11/09/2022]
Abstract
Recent trials have reported the ability of triheptanoin to improve clinical outcomes for the severe symptoms associated with long-chain fatty acid oxidation disorders, including very long-chain acyl-CoA dehydrogenase (VLCAD) deficiency. However, the milder myopathic symptoms are still challenging to treat satisfactorily. Myopathic pathogenesis is multifactorial, but oxidative stress is an important component. We have previously shown that metabolic stress increases the oxidative burden in VLCAD-deficient cell lines and can deplete the antioxidant glutathione (GSH). We investigated whether medium-chain fatty acids provide protection against GSH depletion during metabolic stress in VLCAD-deficient fibroblasts. To investigate the effect of differences in anaplerotic capacity, we included both even-(octanoate) and odd-numbered (heptanoate) medium-chain fatty acids. Overall, we show that modulation of the concentration of medium-chain fatty acids in culture media affects levels of GSH retained during metabolic stress in VLCAD-deficient cell lines but not in controls. Lowered glutamine concentration in the culture media during metabolic stress led to GSH depletion and decreased viability in VLCAD deficient cells, which could be rescued by both heptanoate and octanoate in a dose-dependent manner. Unlike GSH levels, the levels of total thiols increased after metabolic stress exposure, the size of this increase was not affected by differences in cell culture medium concentrations of glutamine, heptanoate or octanoate. Addition of a PPAR agonist further exacerbated stress-related GSH-depletion and viability loss, requiring higher concentrations of fatty acids to restore GSH levels and cell viability. Both odd- and even-numbered medium-chain fatty acids efficiently protect VLCADdeficient cells against metabolic stress-induced antioxidant depletion.
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Affiliation(s)
- Martin Lund
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Palle Juel-Jensens Boulevard 99, 8200 Aarhus, Denmark.
| | - Robert Heaton
- School of Pharmacy, Liverpool John Moore University, Byrom Street, Liverpool L3 3AF, United Kingdom
| | - Iain P Hargreaves
- School of Pharmacy, Liverpool John Moore University, Byrom Street, Liverpool L3 3AF, United Kingdom
| | - Niels Gregersen
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Palle Juel-Jensens Boulevard 99, 8200 Aarhus, Denmark
| | - Rikke K J Olsen
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Palle Juel-Jensens Boulevard 99, 8200 Aarhus, Denmark.
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Deme P, Moniruzzaman M, Moore D, Heaton R, Ellis R, Letendre S, Haughey N. Association of Plasma Eicosanoid Levels With Immune, Viral, and Cognitive Outcomes in People With HIV. Neurology 2022; 99:e1251-e1264. [PMID: 35851253 PMCID: PMC9576290 DOI: 10.1212/wnl.0000000000200945] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 05/20/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES To determine whether plasma eicosanoid levels are associated with immune, viral, and cognitive outcomes in people with HIV (PWH). METHODS We measured 42 eicosanoids in a longitudinal study of 95 PWH and 25 demographically comparable uninfected participants. Routine clinical chemistry, virologic, immune markers, and a neuropsychological test battery assessing 7 cognitive domains were administered to all participants at 2 study visits over an average of 6.5 months. RESULTS Plasma eicosanoid concentrations were elevated in PWH (n = 95) compared with seronegative controls (n = 25) (100% prediction power at 5% false discovery rate [FDR], α = 0.0531) and were negatively associated with lower current and nadir CD4 lymphocyte counts. Higher levels of eicosanoids were associated with impairments in working memory, verbal fluency, and executive function. Higher plasma viral load was associated with elevated proinflammatory eicosanoids (24% prediction power at 5% FDR and 42.4% prediction power at 10% FDR, α = 0.10). Longitudinal analyses showed that eicosanoid levels were correlated with viral load and with plasma creatinine. Despite associations of eicosanoids with viral loads, elevated plasma eicosanoids were similar in virally suppressed and not fully suppressed PWH. DISCUSSION These data show that HIV infection is associated with a robust production of eicosanoids that are not substantially reduced by antiretroviral therapy (ART). The sustained elevation of these oxylipins in PWH despite ART may contribute to an accelerated aging phenotype that includes earlier than expected brain and peripheral organ damage.
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Affiliation(s)
- Pragney Deme
- From the Department of Neurology (P.D., M.M., N.H.), Johns Hopkins University School of Medicine, Baltimore, MD; HIV Neurobehavioral Research Program and Departments of Neurosciences and Psychiatry (D.M., R.H., R.E., S.L.), School of Medicine, University of California, San Diego, La Jolla; and the Department of Psychiatry (N.H.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - Mohammed Moniruzzaman
- From the Department of Neurology (P.D., M.M., N.H.), Johns Hopkins University School of Medicine, Baltimore, MD; HIV Neurobehavioral Research Program and Departments of Neurosciences and Psychiatry (D.M., R.H., R.E., S.L.), School of Medicine, University of California, San Diego, La Jolla; and the Department of Psychiatry (N.H.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - David Moore
- From the Department of Neurology (P.D., M.M., N.H.), Johns Hopkins University School of Medicine, Baltimore, MD; HIV Neurobehavioral Research Program and Departments of Neurosciences and Psychiatry (D.M., R.H., R.E., S.L.), School of Medicine, University of California, San Diego, La Jolla; and the Department of Psychiatry (N.H.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - Robert Heaton
- From the Department of Neurology (P.D., M.M., N.H.), Johns Hopkins University School of Medicine, Baltimore, MD; HIV Neurobehavioral Research Program and Departments of Neurosciences and Psychiatry (D.M., R.H., R.E., S.L.), School of Medicine, University of California, San Diego, La Jolla; and the Department of Psychiatry (N.H.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - Ronald Ellis
- From the Department of Neurology (P.D., M.M., N.H.), Johns Hopkins University School of Medicine, Baltimore, MD; HIV Neurobehavioral Research Program and Departments of Neurosciences and Psychiatry (D.M., R.H., R.E., S.L.), School of Medicine, University of California, San Diego, La Jolla; and the Department of Psychiatry (N.H.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - Scott Letendre
- From the Department of Neurology (P.D., M.M., N.H.), Johns Hopkins University School of Medicine, Baltimore, MD; HIV Neurobehavioral Research Program and Departments of Neurosciences and Psychiatry (D.M., R.H., R.E., S.L.), School of Medicine, University of California, San Diego, La Jolla; and the Department of Psychiatry (N.H.), Johns Hopkins University School of Medicine, Baltimore, MD
| | - Norman Haughey
- From the Department of Neurology (P.D., M.M., N.H.), Johns Hopkins University School of Medicine, Baltimore, MD; HIV Neurobehavioral Research Program and Departments of Neurosciences and Psychiatry (D.M., R.H., R.E., S.L.), School of Medicine, University of California, San Diego, La Jolla; and the Department of Psychiatry (N.H.), Johns Hopkins University School of Medicine, Baltimore, MD.
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Thyparambil SP, Liao WL, Heaton R, Zhang G, Strasbaugh A, Melkie M, Ling XB. Abstract 4099: Clinical survey of Trop2 antibody drug conjugate target and payload biomarkers in multiple cancer indications using multiplex mass spectrometry. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-4099] [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: 11/16/2022]
Abstract
Abstract
Introduction: Trop2 is overexpressed in many cancers and currently Trop2 ADC is approved in TNBC. In ADC drug design, it is imperative to assess not only the levels of the receptor but also the payload biomarkers. We have developed a multiplex mass spectrometry method to quantitate 72 actionable proteins from FFPE samples that requires minimal tissue (2-3 sections). This panel includes chemotherapy, targeted therapy and immunotherapy agents. The test is run in our CAP, CLIA, and NYSDOH approved laboratory. For this study, we examined a subset of samples run in the clinical lab for the levels of Trop2 (target biomarker) and payload biomarkers (Topo1, TUBB3). Topo1 is a chemosensitive marker for irinotecan, while TUBB3 is a chemoresistance marker for tubulin inhibitors.
Methods: FFPE tissue sections from 1140 clinical samples from a variety of cancers were examined. These include breast (n=318), colorectal (n=228), ovarian (n=199), GBM (n=69), NSCLC (n=169), HNSCC (n=91), and Gastric cancer (n=66). Two sections (10 µ) of FFPE tissue were cut on DIRECTOR slides and only the tumor areas were laser microdissected for downstream analysis which resulted in tryptic peptides. 1µg of peptides (~4000 cells) along with heavy peptides was injected into a triple quad mass spec and 72 biomarkers were quantitated concurrently.
Results: Trop2 showed a wide range of expression in various cancers. Almost all (95%)breast cancer samples expressed Trop2 which exhibited a wide range (93x; 157 - 14650 amol/µg). Topo1 and TUBB3 were expressed in 93% and 60% of samples respectively. 1/4th of NSCLC does not express Trop2 and there is a 106x difference in expression of Trop2 in NSCLC. Topo1 was expressed in almost all samples while TUBB3 was expressed in 80% of NSCLC. Majority of ovarian cancer samples (85%), HNSCC (89%), Gastric cancer (88%) samples expressed Trop2 with a 113x, 134x, 47x difference in expression. Chemosensitive biomarker Topo1 was expressed in almost all ovarian (96%), HNSCC (91%) and Gastric (99%) cancer samples. Chemoresistant marker TUBB3 was expressed in 66% of ovarian cancer, 44% of HNSCC and 45% of gastric cancer samples. In contrast to above cancers, only 10% of Glioblastoma samples express Trop2 and only 3/4th of GBMs express Topo1.
Discussion: In a randomly selected group of cancers, we have found Trop2 is expressed in majority of Breast, Ovarian, Lung, HNSCC and gastric cancers and minimal expression in GBM. Given the range of expression of anti-tubulin resistance marker in many solid tumors, a payload biomarker guided clinical trial is highly recommended in ADCs that employ anti-tubulin inhibitors. In contrast, wide expression of chemosensitive biomarker for Topo1 payload makes it a promising candidate for many solid tumors. Further studies are warranted to determine the level of target and payload biomarkers that will be required for a clinical response.
Citation Format: Sheeno P. Thyparambil, Wei-Li Liao, Robert Heaton, Guolin Zhang, Amanda Strasbaugh, Marya Melkie, Xuefeng B. Ling. Clinical survey of Trop2 antibody drug conjugate target and payload biomarkers in multiple cancer indications using multiplex mass spectrometry [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 4099.
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Heaton R, Nasralla J, Filer C, Appleby E, Myintzu M. AB1562-HPR COMPARING THE PROVISION OF SUBCUTANEOUS METHOTREXATE BETWEEN HOMECARE AND OUTPATIENT PHARMACY; WHAT DO PATIENTS PREFER AND IS ONE ROUTE QUICKER? Ann Rheum Dis 2022. [DOI: 10.1136/annrheumdis-2022-eular.5241] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BackgroundThe provision of subcutaneous methotrexate has historically been through homecare who provide injection training and delivery. In July 2018, subcutaneous methotrexate was accepted for shared care in the Trust’s locality to reduce medication costs but to also improve safety, reducing the risk of concomitant trimethoprim prescribing.When suitable for shared care, initial injection training is provided by outpatient pharmacists and prescribing and monitoring during the stabilisation period is the responsibility of the rheumatology pharmacy team.ObjectivesThe primary aim of this audit was to compare patient satisfaction between these two different routes of injection training and prescription provision. Additionally, the time it took for a patient to receive their first dose following a decision to start treatment, was also compared.MethodsPatients were identified from databases held within the department, contacted retrospectively via telephone and asked to complete a short questionnaire. Clinic letters and the homecare company provided dates of treatment decision and initiation.Results40 patients were contacted, 20 had received treatment via outpatient pharmacy and 20 via homecare.Table 1.Patient reported satisfaction following receipt of injection training and prescription provision via outpatient pharmacy and homecareOutpatient Pharmacy (20)Homecare (20)Not satisfiedSatisfiedVery satisfiedNot satisfiedSatisfiedVery satisfiedTime taken to start treatment25132612Injection training04163512Method for delivery of injection training and initial prescription18113413Process of receiving repeat prescriptions14151316The mean time taken to start treatment was 30 days in the homecare group and 13 days in the outpatient group. 7 patients (35%) within the outpatient group started treatment within 7 days. The shortest time within the homecare group was 15 days (3 patients).ConclusionReported patient satisfaction between the two routes of treatment provision was similar. Patients commenced treatment significantly quicker via outpatient pharmacy, reporting a high degree of satisfaction with the injection training provided by outpatient pharmacists. This audit has confirmed that shared care provision of methotrexate initially via outpatient pharmacy is a safe, efficient and viable option.Disclosure of InterestsRebecca Heaton Speakers bureau: I prepared slides and presented virtually for pharmacists explaining shared care experience (Nordic), Consultant of: Formulating a educational package for rheumatology pharmacists (Galapagos), Jennifer Nasralla: None declared, Charlotte Filer: None declared, Edward Appleby: None declared, Mya Myintzu: None declared
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Akoulitchev A, Hunter E, Santos FC, Dezfouli M, Koutsothanasi C, Salter M, Powell R, Dring A, Egan B, Parnall M, Thacker M, Green J, Ramadass A, Ng S, Lim CR, Guiel T, Heaton R, Levine J. Development and validation of blood-based predictive biomarkers for response to PD-(L)-1 checkpoint inhibitors: Evidence of a universal systemic core of 3D immunogenetic profiling across multiple oncological indications. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.e14525] [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: 11/20/2022] Open
Abstract
e14525 Background: Unprecedented advantages in cancer treatments with immune checkpoint inhibitors (ICI) remain limited to a subset of patients, with high demands for development of better biomarkers to access likely clinical response in advance of ICI therapeutic interventions. 3D genomics has emerged as a novel molecular biomarker modality with strong functional correlation to clinical outcomes (1). The last few years have seen rapid emergence of 3D genomics applications in clinical stratifications. They have demonstrated high sensitivity and specificity in patient stratifications, offered solutions in symptomatic and pre-symptomatic diagnosis, in prognosis, residual disease monitoring, and prediction of response to therapeutic interventions (2-8). EpiSwitch is a 3D genomic platform that has been reduced to practice for the discovery of 3D genomic blood-based biomarkers in a variety of immune-related and oncological diseases (7,8). Methods: A clinical blood assay based on 8 markers - Checkpoint Inhibitor Response Test (CiRT) - has been developed to predict response to PD-(L)1 immune checkpoint inhibition from over 30 million data points, with validations on several independent cancer patient cohorts. The predictive 8 biomarker set is based on an observational clinical trial and several retrospective cohorts, representing all together 229 treatments with Pembrolizumab, Atezolizumab, Durvalumab, in over 15 diverse oncological indications, i.e. melanoma, lung, urethral, hepatocellular, bladder, prostate, head and neck, colon, breast, bone, brain, lymphoma, larynx. Results: CiRT has demonstrated high accuracy up to 85%, sensitivity of 93% and specificity of 82%. Conclusions: This study demonstrates that a 3D genomic approach could be successfully utilized for development of a non-invasive predictive clinical assay for response to PD-(L)1 checkpoint inhibition in cancer patients. CiRT can assist in treatment decisions, help improve patient selection for optimized treatment, utilize alternative effective treatments, minimize unnecessary toxicity, and efficiently manage the costs.
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Affiliation(s)
| | - Ewan Hunter
- Oxford BioDynmics Plc, Oxford, United Kingdom
| | | | | | | | | | - Ryan Powell
- Oxford BioDynamics Plc, Oxford, United Kingdom
| | - Ann Dring
- Oxford BioDynamics plc, Oxford, United Kingdom
| | | | | | | | | | | | - Serene Ng
- Oxford BioDynamics (M) Sdn Bhd, Penang, Malaysia
| | - Chun Ren Lim
- Oxford BioDynamics (M) Sdn Bhd, Penang, Malaysia
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Thyparambil SP, Zhu X, Zhang Y, Sun H, Peng J, Cai S, Li Y, Fu C, Bao P, Hao S, Li Z, Ding Y, Yao X, Liao WL, Heaton R, Han Z, Tian L, Schilling J, Sylvester KG, Ling X. Deviation from the precisely timed age-associated patterns revealed by blood metabolomics to find CRC patients at risk of relapse at the CRC diagnosis. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.4_suppl.206] [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: 11/20/2022] Open
Abstract
206 Background: Human serum metabolome profiles have been analyzed to explore the molecular changes that occur with aging. We hypothesized that deep metabolic profiling of sera with different ages would allow the identification of distinct metabolic chronologic patterns as a normal biological baseline to study personal aging. We further hypothesized that metabolic assessment of this chronologic deviation, resulting from advanced precancerous lesion (APL) and stage I/II/III CRC, from the normal reference baseline, would be instrumental for prognosis of relapse revealing underlying pathophysiology. Methods: A cohort of normal (n=3,616, training; n=1,170, testing), 631 advanced adenoma, 1,019 stage I, 404 stage II and 417 stage III serum samples were assembled. Innovative global LCMS metabolomic production were applied to deep profile these subjects. Identification of the age-associated molecular patterns in normal subjects, modeled with an elastic net algorithm, established the reference baseline to mirror a metabolic clock. CRC associated deviation from the precise chronologically paced metabolic patterns was quantified to associate the clinical endpoints of relapse, OSF and PFS, and to identify the tightly associated metabolic pathways. Results: We observed that for those CRCs, the predicted metabolic age can differ from the chronological age with consistent variations, resulting “older” or “younger” metabolic age subgroup in reference to the chronological age. Significant disruptions from the normal baseline were observed in CRCs patients, and consistent stage specific patterns were observed. Outlier, “Older” or “younger” metabolic age subgroup, CRC patients were found with significant future relapse enrichment. Predictive models were derived to case find the patients at risk of future relapse at the CRC diagnosis timepoint. Conclusions: Deviations from the meticulously timed metabolic aging patterns may provide utility to allow prognosis of future clinical endpoints of relapse and overall survival. Close examination of the underlying metabolic pathways, associated with CRC stage specific metabolic patterns, disrupting the baseline ageotypes, not only may improve the sensitivity and specificity of prognostic tests of CRC relapse, but also shed new insights into CRC therapeutics.
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Affiliation(s)
| | | | | | - Hui Sun
- Shanghai Pulmonary Hospital/Tongji University School of Medicine, Shanghai, China
| | - Junjie Peng
- Fudan University Shanghai Cancer Center, Shanghai, China
| | - Sanjun Cai
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Yaqi Li
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Chen Fu
- Shanghai Municipal Center for Disease Control & Prevention, Shanghai, China
| | - Pingping Bao
- Shanghai Municipal Center for Disease Control & Prevention, Shanghai, China
| | - Shiying Hao
- Stanford University Medical Center, Stanford University, Stanford, CA
| | | | | | | | | | | | | | - Lu Tian
- Department of Health and Research Policy, Stanford University School of Medicine, Stanford, CA
| | | | - Karl G. Sylvester
- Stanford University Medical Center, Stanford University, Palo Alto, CA
| | - Xuefeng Ling
- Stanford University Medical Center, Stanford University, Palo Alto, CA
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Mittal SK, Bansal A, Abdo J, Driscoll O, Oh S, Thyparambil SP, Liao WL, Heaton R, Hagen CE, Hartley C. Quantitative proteomic profiling of esophageal adenocarcinoma tumors to assess prevalence of approved targets and elucidate novel biomarkers. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.4_suppl.343] [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: 11/20/2022] Open
Abstract
343 Background: Esophageal adenocarcinoma (EAC) continues to have extremely poor prognosis despite advances in surgical and oncological regimens. Targeted and immune therapy hold promise to improve outcomes in solid tumors including EAC. At present HER-2 and anti-PD-L1 therapies are approved by the FDA for EAC. Additionally, off-label use of EGFR directed therapy has been reported. The aim of this study is to measure expression of 80+ oncoproteins in EAC using multiplexed mass spectrometry to elucidate expression of currently approved-drug targets and explore promising new targets for drug development. Methods: After Institutional Review Board approval (Mayo Clinic and KUMC), EAC patients whose tumors were resected via esophagectomy before chemotherapy and/or radiation were identified. Normal esophageal mucosa samples with no history of EAC were also retrieved for analysis. Tissue sections were microdissected to exclude stroma from adenocarcinoma cells. Isolated EAC cells were solubilized for mass spectrometry-based quantitation of more than 80 clinically relevant tumor markers. Results: 55 EAC tissues were analyzed. HER2, PD-L1 and EGFR were overexpressed only in 16.3%, 0%, and 0% of patients, respectively. New oncoproteins #2 and #6 were noted to have high (7,634.0 and 27,222.6 attomoles/ug) and consistent (98.1% and 94.5%) overexpression in EAC samples. Expression of HER2, oncoproteins #2 and #6 were significantly higher in EAC compared to normal esophageal mucosa. There was no statistical difference in the expression of PD-L1 and EGFR between EAC and normal samples. Conclusions: Mass spectrometry revealed a very low prevalence of target oncoproteins in EAC for currently used drugs. Our study potentially reveals alternate markers which are near universally present at high levels and should be further explored for targeted treatment.[Table: see text]
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Affiliation(s)
- Sumeet K. Mittal
- Norton Thoracic Institute, St. Joseph’s Hospital and Medical Center, Dignity Health, Phoenix, AZ
| | - Ajay Bansal
- Department of Gastroenterology and Hepatology, University of Kansas Medical Center, Kansas City, KS
| | - Joe Abdo
- Stella Diagnostics, Inc., Salt Lake City, UT
| | - Olivia Driscoll
- Department of Biochemistry, Georgetown University Medical Center, Washington, DC
| | - Seyun Oh
- Department of Biochemistry, Georgetown University Medical Center, Washington, DC
| | | | | | | | - Catherine E. Hagen
- Department of Pathology and Laboratory Medicine, Mayo Clinic, Rochester, MN
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Huo M, Rose M, van Prooijen M, Cusimano MD, Laperriere N, Heaton R, Gentili F, Payne D, Shultz DB, Kongkham P, Kalia SK, Schwartz M, Bernstein M, Spears J, Zadeh G, Hodaie M, Tsang DS. Importance of Cobalt-60 Dose Rate and Biologically Effective Dose on Local Control for Intracranial Meningiomas Treated With Stereotactic Radiosurgery. Neurosurgery 2022; 90:140-147. [PMID: 34982881 DOI: 10.1227/neu.0000000000001755] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 08/24/2021] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Radiosurgery dose rate and biologically effective dose (BED) are associated with outcomes after stereotactic radiosurgery (SRS) for functional neurosurgical conditions and some benign tumors. It is not known if these factors affect the efficacy of SRS for meningioma. OBJECTIVE To determine the association between cobalt-60 dose rate and BED on outcomes in patients with meningioma treated with SRS. METHODS A single-institution cohort of 336 patients treated between 2005 and 2018 with cobalt-based SRS for 414 separate meningioma lesions was assembled. BED was calculated using an SRS-specific monoexponential model accounting for treatment time per lesion, assuming α/β = 2.47 Gy. Cumulative incidences of local failure (LF) were reported after considering the competing risk of death, on a per-lesion basis. Multivariable analysis of LF was performed using a proportional hazards model. RESULTS The most common SRS dose was 12 Gy (n = 227); 140 lesions received 14 Gy. Five-year LF was 15.6% (95% confidence interval 10.4-21.9) and 4.3% (1.4-9.8) in patients who had a dose rate of <2.95 and ≥2.95 Gy/min, respectively (P = .0375). Among 354 grade I or unresected lesions treated with SRS, BED >50 Gy2.47 was associated with a lower incidence of LF (P = .0030). Each 1 Gy/min increase in dose rate was associated with an adjusted hazard ratio of 0.53 (95% confidence interval, 0.29-0.97, P = .041) for LF. Prescription dose >12 Gy was not associated with a lower incidence of LF. CONCLUSION Patients with meningiomas treated with lower dose rates experienced a higher incidence of LF than those treated with higher dose rates.
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Affiliation(s)
- Michael Huo
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Melanie Rose
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Monique van Prooijen
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Michael D Cusimano
- Division of Neurosurgery, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| | - Normand Laperriere
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Robert Heaton
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Fred Gentili
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - David Payne
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - David B Shultz
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Paul Kongkham
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Suneil K Kalia
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Michael Schwartz
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Mark Bernstein
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Julian Spears
- Division of Neurosurgery, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| | - Gelareh Zadeh
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Mojgan Hodaie
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Derek S Tsang
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
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17
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Karcher K, Kamalyan L, Gonzalez V, Brody L, Heaton R, Moore R, Jeste D, Marquine M. Associations Between HIV Stigma and Mental Health Among Older Hispanics and Whites Living With HIV. Innov Aging 2021. [PMCID: PMC8682499 DOI: 10.1093/geroni/igab046.3468] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Older immigrants totaled 7.3 million in 2018, representing 13.9 percent of the population of seniors in the U.S. While this population is found to contribute significantly to society, along with new opportunities comes circumstantial challenges. Of these, one of the most salient issues for foreign-born older adults is social isolation. Additionally, this population may be at an increased risk for social isolation with poor mental health because migrating to a new country might results in resettlement challenges. Despite these concerns, less is known about the consequences of social isolation among older immigrant adults. Guided by the Population Interest Context (PICO) framework and the Qualitative Interpretive Meta-Synthesis (QIMS) guidelines, this study seeks to explore consequences of social isolation among older immigrant, as well as interventions to combat isolation. The final sample of six full text articles were published between 2011 and 2021, totaling 180 participants with ages ranging from 61 to 93 years old. Findings from the study indicated that older immigrants are at risk of social isolation and loneliness because they have fewer social connections due to leaving behind their familiar social group in the home country, encounter linguistic challenges that negatively contribute to greater social isolation and poor mental health. Despite these difficulties older immigrants reported various social interventions, i.e., access to senior centers, community programs and services to be of greater importance in building social networks. Authors discuss opportunities for future research, such as exploring evidence-based studies on interventions for social isolation and loneliness of older immigrant populations.
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Affiliation(s)
- Kayle Karcher
- University of California-San Diego, San Bernardino, California, United States
| | - Lily Kamalyan
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego, California, United States
| | | | - Lilla Brody
- Weill Cornell Medicine, New York, New York, United States
| | - Robert Heaton
- University of California San Diego, San Diego, California, United States
| | | | - Dilip Jeste
- University of California San Diego, La Jolla, California, United States
| | - Maria Marquine
- University of California San Diego, La Jolla, California, United States
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18
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Marquine M, Kamalyan L, Yassai-Gonzalez D, Cherner M, Ellis R, Umlauf A, Jeste D, Heaton R. Metabolic Syndrome and Neurocognitive Function among older Hispanics/Latinos with HIV. Innov Aging 2021. [PMCID: PMC8681302 DOI: 10.1093/geroni/igab046.2514] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Neurocognitive impairment is prevalent among persons with HIV (PWH), particularly among Hispanics/Latinos/as/x (henceforth Hispanics). We examined disparities in HIV-associated neurocognitive function between older Hispanic and non-Hispanic White PWH, and the potential role of metabolic syndrome (MetS) in explaining these disparities. Participants included 116 community-dwelling PWH ages 50-75, who were enrolled in a cohort study in southern California (58 Hispanic [53% Spanish-speaking] and 58 age-comparable non-Hispanic White; Overall group: Age: M=57.9, SD=5.7; Education: M=13, SD=3.4; 83% male, 58% AIDS, 94% on antiretroviral therapy [ART], 4% detectable plasma RNA). A global neurocognition score was derived from T-Scores on a comprehensive neurocognitive battery, with separate demographic adjustments for English and Spanish-speakers. MetS was ascertained via standard criteria that considered central obesity, elevated triglycerides, low high-density lipoprotein cholesterol, and elevated fasting glucose, as well as current medical treatment for these conditions. Covariates examined included sociodemographic, psychiatric, substance use and HIV-disease characteristics. Hispanics had higher rates of MetS (56%) than non-Hispanic Whites (37%; p<.05). A stepwise regression model on global neurocognition including ethnicity and covariates that differed between ethnic groups, selected only Hispanic ethnicity as a significant predictor (B=-3.82, SE=1.27, p<.01). A comparable model also including MetS showed that both Hispanic ethnicity (B=-3.39, SE=1.31, p=.01) and MetS (B=-2.73, SE=1.31, p=.04), were significantly associated with worse global neurocognition. Findings indicate that MetS does not fully explain disparities in neurocognitive function between Hispanic and non-Hispanic White older PWH, but rather is an independent predictor of neurocognitive function along with Hispanic ethnicity.
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Affiliation(s)
- Maria Marquine
- University of California San Diego, La Jolla, California, United States
| | - Lily Kamalyan
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego, California, United States
| | | | - Mariana Cherner
- University of California San Diego, SAN DIEGO, California, United States
| | - Ronald Ellis
- University of California San Diego, San Diego, California, United States
| | - Anya Umlauf
- University of California San Diego, San Diego, California, United States
| | - Dilip Jeste
- University of California San Diego, La Jolla, California, United States
| | - Robert Heaton
- University of California San Diego, San Diego, California, United States
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19
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Diaz MM, Keltner JR, Simmons AN, Franklin D, Moore RC, Clifford D, Collier AC, Gelman BB, Marra PD,C, McCutchan JA, Morgello S, Sacktor N, Best B, Notestine CF, Weibel SG, Grant I, Marcotte TD, Vaida F, Letendre S, Heaton R, Ellis RJ. Paresthesia Predicts Increased Risk of Distal Neuropathic Pain in Older People with HIV-Associated Sensory Polyneuropathy. Pain Med 2021; 22:1850-1856. [PMID: 33565583 PMCID: PMC8502467 DOI: 10.1093/pm/pnab056] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
OBJECTIVE Distal sensory polyneuropathy (DSP) is a disabling consequence of human immunodeficiency virus (HIV), leading to poor quality of life and more frequent falls in older age. Neuropathic pain and paresthesia are prevalent symptoms; however, there are currently no known curative treatments and the longitudinal course of pain in HIV-associated DSP is poorly characterized. METHODS This was a prospective longitudinal study of 265 people with HIV (PWH) enrolled in the CNS HIV Antiretroviral Therapy Effects Research (CHARTER) study with baseline and 12-year follow-up evaluations. Since pain and paresthesia are highly correlated, statistical decomposition was used to separate the two symptoms at baseline. Multivariable logistic regression analyses of decomposed variables were used to determine the effects of neuropathy symptoms at baseline on presence and worsening of distal neuropathic pain at 12-year follow-up, adjusted for covariates. RESULTS Mean age was 56 ± 8 years, and 21% were female at follow-up. Nearly the entire cohort (96%) was on antiretroviral therapy (ART), and 82% had suppressed (≤50 copies/mL) plasma viral loads at follow-up. Of those with pain at follow-up (n = 100), 23% had paresthesia at the initial visit. Decomposed paresthesia at baseline increased the risk of pain at follow-up (odds ratio [OR] 1.56; 95% confidence interval [CI] 1.18, 2.07), and decomposed pain at baseline predicted a higher frequency of pain at follow-up (OR 1.96 [95% CI 1.51, 2.58]). CONCLUSIONS Paresthesias are a clinically significant predictor of incident pain at follow-up among aging PWH with DSP. Development of new therapies to encourage neuroregeneration might take advantage of this finding to choose individuals likely to benefit from treatment preventing incident pain.
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Affiliation(s)
- Monica M Diaz
- Department of Neurosciences, University of California, San Diego, La Jolla, California
| | - John R Keltner
- Center of Excellence in Stress and Mental Health, San Diego Veterans Health System, San Diego, California
- Department of Psychiatry, University of California, San Diego, La Jolla, California
| | - Alan N Simmons
- Center of Excellence in Stress and Mental Health, San Diego Veterans Health System, San Diego, California
- Department of Psychiatry, University of California, San Diego, La Jolla, California
| | - Donald Franklin
- Department of Psychiatry, University of California, San Diego, La Jolla, California
| | - Raeanne C Moore
- Department of Psychiatry, University of California, San Diego, La Jolla, California
| | | | | | | | | | - J Allen McCutchan
- Department of Medicine, University of California, San Diego, La Jolla, California
| | - Susan Morgello
- Icahn School of Medicine at Mount Sinai, New York, New York
| | - Ned Sacktor
- Johns Hopkins University, Baltimore, Maryland
| | - Brookie Best
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California
| | | | - Sara Gianella Weibel
- Department of Medicine, University of California, San Diego, La Jolla, California
| | - Igor Grant
- Department of Psychiatry, University of California, San Diego, La Jolla, California
| | - Thomas D Marcotte
- Department of Psychiatry, University of California, San Diego, La Jolla, California
| | - Florin Vaida
- Department of Family Medicine and Public Health, University of California, San Diego, La Jolla, California, USA
| | - Scott Letendre
- Department of Psychiatry, University of California, San Diego, La Jolla, California
- Department of Medicine, University of California, San Diego, La Jolla, California
| | - Robert Heaton
- Department of Psychiatry, University of California, San Diego, La Jolla, California
| | - Ronald J Ellis
- Department of Neurosciences, University of California, San Diego, La Jolla, California
- Department of Psychiatry, University of California, San Diego, La Jolla, California
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20
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Villafuerte CJ, Shultz DB, Laperriere N, Gentili F, Heaton R, van Prooijen M, Cusimano MD, Hodaie M, Schwartz M, Berlin A, Payne D, Kalia SK, Bernstein M, Wang J, Zadeh G, Spears J, Tsang DS. Radiation Dose Rate, Biologically Effective Dose, and Tumor Characteristics on Local Control and Toxicity After Radiosurgery for Acoustic Neuromas. World Neurosurg 2021; 152:e512-e522. [PMID: 34098139 DOI: 10.1016/j.wneu.2021.05.122] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2021] [Revised: 05/27/2021] [Accepted: 05/28/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To evaluate the relationships between calibration dose rate, calculated biologically effective dose (BED), and clinical factors and tumor control after stereotactic radiosurgery (SRS) for acoustic neuroma. METHODS We performed a retrospective study of all patients with acoustic neuromas treated with frame-based cobalt-60 SRS at a single institution between 2005 and 2019. The calibration dose rate and cobalt-60 half-life were used to calculate the nominal dose rate during treatment. An SRS-specific monoexponential model accounting for treatment time per lesion was used to estimate BED. RESULTS The study included 607 patients with 612 acoustic neuromas. Median follow-up was 5.0 years. There was no association between dose rate or BED with local failure (LF), radiologic edema, or symptomatic edema. Cystic tumors (adjusted hazard ratio 0.26, P = 0.028) were associated with lower LF, while use of SRS as salvage treatment for growing tumors (adjusted hazard ratio 4.9, P < 0.0001) was associated with higher LF. LF occurred more frequently in larger-diameter tumors, while radiologic or symptomatic edema occurred more frequently in larger-volume tumors. CONCLUSIONS Radiosurgery dose rate and BED were not associated with tumor control or radiologic or symptomatic edema. Salvage SRS and larger tumors were associated with a higher LF rate, while cystic tumors were associated with a lower LF rate. Patients with larger tumors should be counseled appropriately about potential side effects and when to seek follow-up care.
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Affiliation(s)
- Conrad Josef Villafuerte
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - David B Shultz
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Normand Laperriere
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Fred Gentili
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Robert Heaton
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Monique van Prooijen
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Michael D Cusimano
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada; Division of Neurosurgery, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| | - Mojgan Hodaie
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Michael Schwartz
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada; Division of Neurosurgery, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Alejandro Berlin
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - David Payne
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Suneil K Kalia
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Mark Bernstein
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Justin Wang
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Gelareh Zadeh
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Julian Spears
- Division of Neurosurgery, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
| | - Derek S Tsang
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.
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21
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Liu X, Zhang Y, Zhu X, Thyparambil SP, Liao WL, Zheng XB, You J, Masood A, Li Z, Yang G, Yao X, Hao S, Heaton R, Schilling J, Sylvester KG, Liao J, Gao F, Lan P, Ling X, Wu X. Multi-omics longitudinal analyses in stages I to III CRC patients: Surveillance liquid biopsy test to predict early recurrence and enable risk-stratified postoperative CRC management. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.3613] [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: 11/20/2022] Open
Abstract
3613 Background: One-third of colorectal cancer (CRC) recurs following curative surgery and chemotherapy. Accordingly, novel methods are needed to predict recurrence to enable clinical course mitigating strategies. Serial monitoring of plasma by mass spectrometry (MS) and multi-omics modeling (MMO) of CRC relapse chronology provide the framework for liquid biopsy test development to supersede existing imaging modalities such as CT scans according to relapse related pathologies. We hypothesized that plasma MS and MMO analysis of relapse related pathologies can deconvolute high risk stratification for CRC recurrence within the cancer continuum of care pre/post-surgery and/or pre/post adjuvant chemotherapy (ACT). Methods: 189 CRC patients (Stage I-III) underwent one of three treatment modalities: Modality 1 (Surgery followed by ACT), Modality 2 (Surgery only), Modality 3 (Neoadjuvant chemotherapy followed by surgery and ACT). Plasma samples (n = 441) were collected from patients before surgery, 30 days post-op, and every 3 months until death or month 24 whichever came first. The MMO approach was used to analyze biological features encompassing native peptides, proteins, metabolites, lipids, and ceramides. MMO panels were developed comprising the significantly perturbed features as per the treatment modalities. These panels were used to predict relapse from plasma collected pre-op, 30-day post-op or after adjuvant chemotherapy. CEA levels were monitored in parallel. Results: Follow-up data was available for 135 patients (Stage I-III) and 25/135 had evidence of radiological recurrence. Irrespective of the treatment modality, longitudinal follow-up using the MMO panel was able to predict disease recurrence greater than 7 months before clinical progression was confirmed by CT scan. There was no significant correlation between longitudinal CEA levels and recurrence status, hence CEA levels alone did not provide any lead time advantage over the MMO panel or radiological surveillance. Kaplan-Meier (KM) survival analysis revealed that patients that were MMO panel positive had a poor survival irrespective of treatment modalities used: Modality 1 (HR = 6.2, p value = 0.003, test immediately post-surgery and immediately before ACT; HR = 31.6, p value = 0.01, test immediately after ACT); Modality 2 (HR = 11.2; p value = 0.01, test immediately after-surgery); Modality 3 (HR > 40, p value = 0.08, test immediately after neo-ACT and before-surgery; HR > 40, p value = 0.004, test immediately after-surgery). Conclusions: The MMO panel predicts CRC recurrence several months prior to detection by conventional CT scans, thus providing opportunity for alternative therapeutic strategies much earlier in the disease course.
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Affiliation(s)
- Xuanhui Liu
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yani Zhang
- mProbe Inc, Rockville, MD 20850, Rockville, MD
| | - Xiurui Zhu
- mProbe Inc, Rockville, MD 20850, Rockville, MD
| | | | - Wei-Li Liao
- mProbe Inc, Rockville, MD 20850, Rockville, MD
| | - Xiao-bin Zheng
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jin You
- University of California, Riverside, Riverside, CA 92521, Riverside, CA
| | | | - Zhen Li
- mProbe Inc, Rockville, MD 20850, Rockville, MD
| | - Gabriel Yang
- Stanford University Medical Center, Stanford University, Stanford
| | | | - Shiying Hao
- Stanford University Medical Center, Stanford University, Stanford, CA
| | | | | | - Karl G. Sylvester
- Stanford University Medical Center, Stanford University, Palo Alto, CA
| | - Jiayu Liao
- University of California, Riverside, Riverside, CA 92521, Riverside
| | - Feng Gao
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Ping Lan
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xuefeng Ling
- Stanford University Medical Center, Stanford University, Palo Alto, CA
| | - Xiaojian Wu
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
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22
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Mehta SR, Iudicello JE, Lin J, Ellis RJ, Morgan E, Okwuegbuna O, Cookson D, Karris M, Saloner R, Heaton R, Grant I, Letendre S. Telomere length is associated with HIV infection, methamphetamine use, inflammation, and comorbid disease risk. Drug Alcohol Depend 2021; 221:108639. [PMID: 33621803 PMCID: PMC8026664 DOI: 10.1016/j.drugalcdep.2021.108639] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Revised: 01/17/2021] [Accepted: 02/01/2021] [Indexed: 01/10/2023]
Abstract
BACKGROUND HIV infection and methamphetamine dependence (METH) are each associated with inflammation and premature aging, but their impact on biological aging is difficult to measure. Here we examined the impact of HIV and METH on leukocyte telomere lengths (LTL), and the correlations between LTL and other aging biomarkers. METHODS The study was a cross-sectional analysis of 161 individuals categorized by HIV and methamphetamine (METH) dependence status into four groups: HIV-METH- (n = 50), HIV-METH+ (n = 29), HIV + METH- (n = 40), and HIV + METH+ (n = 42). We analyzed the relationships of leukocyte telomere length (telomere to single copy gene [T/S] ratio) with demographic and clinical data as well as a panel of biomarkers of inflammation and endothelial activation measured in blood and cerebrospinal fluid (CSF). RESULTS HIV and METH were independently associated with shorter T/S ratio, even after adjusting for demographics and leukocyte count (R2 = 0·59, p < 0·0001). Higher plasma C-reactive protein (p = 0·0036) and CSF VCAM-1 (p = 0·0080) were also associated with shorter T/S ratio. A shorter T/S ratio was associated with higher risk for cardiovascular disease (p < 0·0001) and stroke (p < 0·0001), worse motor functioning (p = 0·037) and processing speed (p = 0·023), more depressive symptoms (p = 0·013), and higher CSF neurofilament-light (p = 0·003). CONCLUSIONS HIV and METH dependence were each associated with shorter telomeres. After adjusting for demographics, HIV, and METH, T/S ratio remained associated with aging-related outcomes including neurocognitive impairment, neurodegeneration, risks of cardiovascular disease and stroke. While not establishing causality, this study supports using the T/S ratio as a biomarker for estimating the impact of HIV and comorbidities on long-term health.
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Affiliation(s)
- Sanjay R Mehta
- Department of Medicine University of California San Diego, 9500 Gilman Drive La Jolla, CA, 92093, USA; San Diego Veterans Affairs Healthcare System, San Diego, CA, 92131, USA.
| | - Jennifer E Iudicello
- Department of Psychiatry University of California San Diego, 9500 Gilman Drive La Jolla, CA, 92093, USA
| | - Jue Lin
- Department of Biophysics and Biochemistry University of California San Francisco, CA, USA
| | - Ronald J Ellis
- Department of Neurology University of California San Diego, 9500 Gilman Drive La Jolla, CA, 92093, USA
| | - Erin Morgan
- Department of Psychiatry University of California San Diego, 9500 Gilman Drive La Jolla, CA, 92093, USA
| | - Oluwakemi Okwuegbuna
- Department of Medicine University of California San Diego, 9500 Gilman Drive La Jolla, CA, 92093, USA
| | - Debra Cookson
- Department of Psychiatry University of California San Diego, 9500 Gilman Drive La Jolla, CA, 92093, USA
| | - Maile Karris
- Department of Medicine University of California San Diego, 9500 Gilman Drive La Jolla, CA, 92093, USA
| | - Rowan Saloner
- Department of Psychiatry University of California San Diego, 9500 Gilman Drive La Jolla, CA, 92093, USA
| | - Robert Heaton
- Department of Psychiatry University of California San Diego, 9500 Gilman Drive La Jolla, CA, 92093, USA
| | - Igor Grant
- Department of Psychiatry University of California San Diego, 9500 Gilman Drive La Jolla, CA, 92093, USA
| | - Scott Letendre
- Department of Medicine University of California San Diego, 9500 Gilman Drive La Jolla, CA, 92093, USA
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23
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Lund M, Andersen KG, Heaton R, Hargreaves IP, Gregersen N, Olsen RKJ. Bezafibrate activation of PPAR drives disturbances in mitochondrial redox bioenergetics and decreases the viability of cells from patients with VLCAD deficiency. Biochim Biophys Acta Mol Basis Dis 2021; 1867:166100. [PMID: 33549744 DOI: 10.1016/j.bbadis.2021.166100] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 01/11/2021] [Accepted: 02/01/2021] [Indexed: 10/22/2022]
Abstract
Very long-chain acyl-CoA dehydrogenase (VLCAD) deficiency is the most common inborn long-chain fatty acid oxidation (FAO) disorder. VLCAD deficiency is characterized by distinct phenotypes. The severe phenotypes are potentially life-threatening and affect the heart or liver, with a comparatively milder phenotype characterized by myopathic symptoms. There is an unmet clinical need for effective treatment options for the myopathic phenotype. The molecular mechanisms driving the gradual decrease in mitochondrial function and associated alterations of muscle fibers are unclear. The peroxisome proliferator-activated receptor (PPAR) pan-agonist bezafibrate is a potent modulator of FAO and multiple other mitochondrial functions and has been proposed as a potential medication for myopathic cases of long-chain FAO disorders. In vitro experiments have demonstrated the ability of bezafibrate to increase VLCAD expression and activity. However, the outcome of small-scale clinical trials has been controversial. We found VLCAD deficient patient fibroblasts to have an increased oxidative stress burden and deranged mitochondrial bioenergetic capacity, compared to controls. Applying heat stress under fasting conditions to bezafibrate pretreated patient cells, caused a marked further increase of mitochondrial superoxide levels. Patient cells failed to maintain levels of the essential thiol peptide antioxidant glutathione and experienced a decrease in cellular viability. Our findings indicate that chronic PPAR activation is a plausible initiator of long-term pathogenesis in VLCAD deficiency. Our findings further implicate disruption of redox homeostasis as a key pathogenic mechanism in VLCAD deficiency and support the notion that a deranged thiol metabolism might be an important pathogenic factor in VLCAD deficiency.
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Affiliation(s)
- Martin Lund
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Palle Juel-Jensens Boulevard 99, 8200 Aarhus, Denmark
| | - Kathrine G Andersen
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Palle Juel-Jensens Boulevard 99, 8200 Aarhus, Denmark
| | - Robert Heaton
- School of Pharmacy, Liverpool John Moore University, Byrom Street, Liverpool L3 3AF, United Kingdom
| | - Iain P Hargreaves
- School of Pharmacy, Liverpool John Moore University, Byrom Street, Liverpool L3 3AF, United Kingdom
| | - Niels Gregersen
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Palle Juel-Jensens Boulevard 99, 8200 Aarhus, Denmark
| | - Rikke K J Olsen
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Palle Juel-Jensens Boulevard 99, 8200 Aarhus, Denmark.
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24
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Suárez PA, Marquine MJ, Díaz-Santos M, Gollan T, Fortuny LAI, Mindt MR, Heaton R, Cherner M. Native Spanish-speaker's test performance and the effects of Spanish-English bilingualism: results from the neuropsychological norms for the U.S.-Mexico Border Region in Spanish (NP-NUMBRS) project. Clin Neuropsychol 2021; 35:453-465. [PMID: 33356892 PMCID: PMC8252914 DOI: 10.1080/13854046.2020.1861330] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [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: 01/06/2020] [Revised: 12/02/2020] [Accepted: 12/02/2020] [Indexed: 02/07/2023]
Abstract
Objective: We aimed to investigate whether or not demographically-corrected test scores derived from the Neuropsychological Norms for the U.S.-Mexico Border Region in Spanish (NP-NUMBRS) would be less accurate if applied to Spanish-speakers with various degrees of English fluency. Spanish-English Method: One hundred and seventy primarily Spanish-speaking adults from the NP-NUMBRS project completed a comprehensive neuropsychological test battery. T-scores adjusted for age, education, and sex (but not degree of bilingualism), were derived for each test utilizing population-specific normative data. English fluency was assessed via the Controlled Oral Word Association Test in English (F-A-S), and Spanish fluency with "P-M-R," and degree of relative English fluency was calculated as the ratio of English language words over total words produced in both languages. Effects of degree of bilingualism on the NUMBRS battery test scores (raw scores and T-scores) were examined via Pearson's product moment correlation coefficients, and language groups (Spanish dominant vs. relative bilingual) were compared on demographically adjusted T-scores via independent samples t-tests. Results: Higher Spanish-English bilingualism was associated with higher education and SES, and was significantly associated with higher raw scores on all tests, but only associated with higher T-scores on a limited number of tests (i.e., WAIS-III Digit Symbol, Symbol Search, Letter-Number Sequencing and Trails B). Conclusion: Degree of Spanish-English bilingualism generally did not account for significant variance in the normed tests beyond the standard demographic adjustments on most tests. Overall, the normative adjustments provided by the NP-NUMBRS project appear applicable to native Spanish speakers from the U.S.-Mexico border region with various degrees of Spanish-English bilingualism.
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Affiliation(s)
- Paola A. Suárez
- Department of Psychiatry, University of California San Diego, HIV Neurobehavioral Research Center, San Diego, CA USA
- Hispanic Neuropsychiatric Center of Excellence – Cultural Neuropsychology Program, Semel Institute for Neuroscience & Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California Los Angeles, 760 Westwood Plaza, 17-443, Los Angeles CA 90064 USA
| | - María J. Marquine
- Department of Psychiatry, University of California San Diego, HIV Neurobehavioral Research Center, San Diego, CA USA
| | - Mirella Díaz-Santos
- Hispanic Neuropsychiatric Center of Excellence – Cultural Neuropsychology Program, Semel Institute for Neuroscience & Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California Los Angeles, 760 Westwood Plaza, 17-443, Los Angeles CA 90064 USA
| | - Tamar Gollan
- Department of Psychiatry, University of California San Diego, HIV Neurobehavioral Research Center, San Diego, CA USA
| | | | - Monica Rivera Mindt
- Departments of Psychology and Latin American and Latina/o Studies Institute, Fordham University and Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Robert Heaton
- Department of Psychiatry, University of California San Diego, HIV Neurobehavioral Research Center, San Diego, CA USA
| | - Mariana Cherner
- Department of Psychiatry, University of California San Diego, HIV Neurobehavioral Research Center, San Diego, CA USA
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Josef Villafuerte C, Gentili F, Shultz D, Berlin A, Heaton R, van Prooijen M, Cusimano M, Schwartz M, Zadeh G, Payne D, Tsang D. RADT-19. EFFECTS OF RADIATION DOSE-RATE AND TUMOR CHARACTERISTICS ON LOCAL CONTROL AND TOXICITY AFTER RADIOSURGERY FOR ACOUSTIC NEUROMAS. Neuro Oncol 2020. [DOI: 10.1093/neuonc/noaa215.772] [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
INTRODUCTION
The effect of stereotactic radiosurgery (SRS) dose-rate on tumor control for acoustic neuroma (AN, or vestibular schwannoma) is unclear.
METHODS
This was a retrospective study of all patients treated for AN with frame-based cobalt-60 SRS at the Toronto Western Hospital between 2005-2019. Dose rates on the day of SRS were calculated from the calibration dose-rate while accounting for the cobalt-60 half-life of 5.2713 years. Local failure was defined as continued tumor growth >36 months post-SRS, tumor resection for LF, or use of any repeat SRS for LF. Cumulative incidence of LF was reported after accounting for competing risks of death, on a per-lesion basis. Comparisons of actuarial LF were made using Gray’s test. Multivariable analysis of LF was performed using a proportional hazards model.
RESULTS
A total of 607 patients were treated for 617 acoustic neuromas. Median follow-up was 5.0 years. 158 tumors (26%) were cystic. 71 tumors (12%) had previous resection. Nine patients received 10-11 Gy due to large tumor size; all remaining patients received 12 Gy to approximately the 50% isodose line. Median dose rate was 2.4 Gy/min (range, 1.3-3.7). There was no association between dose rate and LF (≥ 2.4 Gy/min vs. < 2.4 Gy/min, 6.07% vs. 6.12% at 5-year follow-up, p = 0.75). The adjusted local failure-specific hazard ratio (HR) for dose rate (per Gy/min) was 1.2 (95% CI 0.69-2.1, p = 0.52). Patients with previous surgery had higher LF, with a HR of 3.6 (95% CI 1.7-7.8, p = 0.0012), after adjusting for presence of cysts (HR 0.27, p = 0.034) and maximum tumor diameter (HR 1.055 per cm, p = 0.071).
CONCLUSIONS
In a large cohort of patients with acoustic neuromas, radiosurgery dose-rate was not associated with tumor control. Previous resection was a strong risk factor for local failure after SRS.
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Affiliation(s)
| | | | - David Shultz
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | - Robert Heaton
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | | | | | - Gelareh Zadeh
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - David Payne
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Derek Tsang
- Princess Margaret Cancer Centre, Toronto, ON, Canada
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26
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Taylor BC, Weldon KC, Ellis RJ, Franklin D, McDonald D, Humphrey G, Bryant M, Toronczak J, Schwartz T, Iudicello J, Heaton R, Grant I, Gianella S, Letendre S, Swafford A, Dorrestein PC, Knight R. Reduced Independence in Daily Living Is Associated with the Gut Microbiome in People with HIV and HCV. mSystems 2020; 5:e00528-20. [PMID: 33051377 PMCID: PMC7567581 DOI: 10.1128/msystems.00528-20] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 09/24/2020] [Indexed: 11/20/2022] Open
Abstract
Alterations in the gut microbiome are associated with neurocognition and related disorders, including in the context of human immunodeficiency virus (HIV) and hepatitis C virus (HCV) infection. However, the connection between the gut microbiome and cognitive decline, gauged by increased dependence in instrumental activities of daily living (IADL), remains largely unexplored in the context of these diseases. Here we characterized the gut microbiome using 16S rRNA amplicon sequencing and untargeted metabolomics with liquid chromatography-mass spectrometry from 347 people with HIV, HIV and HCV, or neither, all of whom underwent a comprehensive neuropsychiatric assessment. We observed that IADL-dependent and -independent HIV-monoinfected (HIV-positive [HIV+]/HCV-negative [HCV-]) and coinfected (HIV+/HCV+) individuals have distinct gut microbiomes. Moreover, we found that dependent individuals with HIV or HIV and HCV were enriched in Bacteroides These results may have implications for the characterization of cognitive decline, as well as the development of potential prevention and treatment strategies for individuals infected with HIV and/or HCV. Of particular interest is the possibility that dietary interventions that are known to modify the microbiome could be used to shift the microbiome toward more favorable states for preserving independence.IMPORTANCE The microbes in the gut and the chemicals they produce by metabolism have been linked to brain function. In earlier work, we showed that infection with two viruses, HIV and HCV, changed the gut microbes and metabolism in ways that were associated with a lifetime history of major depressive disorder. Here, we extend this analysis looking at a measurement of independence in daily living. We find that in individuals with HIV, whether or not they also have HCV, those who reported reduced independence were enriched in a genus of bacteria called Bacteroides This result is interesting because Bacteroides is strongly associated with diets low in carbohydrates and high in animal protein, suggesting that diet changes may help preserve independent living in people living long-term with HIV (although clinical intervention trials would be needed in order to confirm this).
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Affiliation(s)
- Bryn C Taylor
- Biomedical Sciences Graduate Program, University of California San Diego, La Jolla, California, USA
| | - Kelly C Weldon
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, California, USA
| | - Ronald J Ellis
- Department of Neurosciences, HIV Neurobehavioral Research Center, University of California San Diego, La Jolla, California, USA
- Department of Psychiatry, HIV Neurobehavioral Research Center, University of California San Diego, La Jolla, California, USA
| | - Donald Franklin
- Department of Psychiatry, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Daniel McDonald
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Gregory Humphrey
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - MacKenzie Bryant
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Julia Toronczak
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Tara Schwartz
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Jennifer Iudicello
- Department of Psychiatry, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Robert Heaton
- Department of Psychiatry, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Igor Grant
- Department of Psychiatry, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Sara Gianella
- Division of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, California, USA
| | - Scott Letendre
- Department of Medicine, University of California San Diego, La Jolla, California, USA
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
| | - Austin Swafford
- Center for Microbiome Innovation, University of California San Diego, La Jolla, California, USA
| | - Pieter C Dorrestein
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, California, USA
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Rob Knight
- Center for Microbiome Innovation, University of California San Diego, La Jolla, California, USA
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
- Department of Computer Science and Engineering, University of California San Diego, La Jolla, California, USA
- Department of Bioengineering, University of California San Diego, La Jolla, California, USA
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27
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Taylor BC, Weldon KC, Ellis RJ, Franklin D, Groth T, Gentry EC, Tripathi A, McDonald D, Humphrey G, Bryant M, Toronczak J, Schwartz T, Oliveira MF, Heaton R, Grant I, Gianella S, Letendre S, Swafford A, Dorrestein PC, Knight R. Depression in Individuals Coinfected with HIV and HCV Is Associated with Systematic Differences in the Gut Microbiome and Metabolome. mSystems 2020; 5:e00465-20. [PMID: 32994287 PMCID: PMC7527136 DOI: 10.1128/msystems.00465-20] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 09/09/2020] [Indexed: 12/14/2022] Open
Abstract
Depression is influenced by the structure, diversity, and composition of the gut microbiome. Although depression has been described previously in human immunodeficiency virus (HIV) and hepatitis C virus (HCV) monoinfections, and to a lesser extent in HIV-HCV coinfection, research on the interplay between depression and the gut microbiome in these disease states is limited. Here, we characterized the gut microbiome using 16S rRNA amplicon sequencing of fecal samples from 373 participants who underwent a comprehensive neuropsychiatric assessment and the gut metabolome on a subset of these participants using untargeted metabolomics with liquid chromatography-mass spectrometry. We observed that the gut microbiome and metabolome were distinct between HIV-positive and -negative individuals. HCV infection had a large association with the microbiome that was not confounded by drug use. Therefore, we classified the participants by HIV and HCV infection status (HIV-monoinfected, HIV-HCV coinfected, or uninfected). The three groups significantly differed in their gut microbiome (unweighted UniFrac distances) and metabolome (Bray-Curtis distances). Coinfected individuals also had lower alpha diversity. Within each of the three groups, we evaluated lifetime major depressive disorder (MDD) and current Beck Depression Inventory-II. We found that the gut microbiome differed between depression states only in coinfected individuals. Coinfected individuals with a lifetime history of MDD were enriched in primary and secondary bile acids, as well as taxa previously identified in people with MDD. Collectively, we observe persistent signatures associated with depression only in coinfected individuals, suggesting that HCV itself, or interactions between HCV and HIV, may drive HIV-related neuropsychiatric differences.IMPORTANCE The human gut microbiome influences depression. Differences between the microbiomes of HIV-infected and uninfected individuals have been described, but it is not known whether these are due to HIV itself, or to common HIV comorbidities such as HCV coinfection. Limited research has explored the influence of the microbiome on depression within these groups. Here, we characterized the microbial community and metabolome in the stools from 373 people, noting the presence of current or lifetime depression as well as their HIV and HCV infection status. Our findings provide additional evidence that individuals with HIV have different microbiomes which are further altered by HCV coinfection. In individuals coinfected with both HIV and HCV, we identified microbes and molecules that were associated with depression. These results suggest that the interplay of HIV and HCV and the gut microbiome may contribute to the HIV-associated neuropsychiatric problems.
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Affiliation(s)
- Bryn C Taylor
- Biomedical Sciences Graduate Program, University of California San Diego, La Jolla, California, USA
| | - Kelly C Weldon
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, California, USA
| | - Ronald J Ellis
- Department of Neuroscience, HIV Neurobehavioral Research Center, University of California San Diego, La Jolla, California, USA
- Department of Psychiatry, HIV Neurobehavioral Research Center, University of California San Diego, La Jolla, California, USA
| | - Donald Franklin
- Department of Psychiatry, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Tobin Groth
- Division of Biological Sciences, University of California San Diego, La Jolla, California, USA
| | - Emily C Gentry
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California, USA
| | - Anupriya Tripathi
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California, USA
- Division of Biological Sciences, University of California San Diego, La Jolla, California, USA
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Daniel McDonald
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Gregory Humphrey
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - MacKenzie Bryant
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Julia Toronczak
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Tara Schwartz
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Michelli F Oliveira
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Robert Heaton
- Department of Psychiatry, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Igor Grant
- Department of Psychiatry, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Sara Gianella
- Division of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, California, USA
| | - Scott Letendre
- Department of Medicine, University of California San Diego, La Jolla, California, USA
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
| | - Austin Swafford
- Center for Microbiome Innovation, University of California San Diego, La Jolla, California, USA
| | - Pieter C Dorrestein
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, California, USA
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Rob Knight
- Center for Microbiome Innovation, University of California San Diego, La Jolla, California, USA
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, California, USA
- Department of Computer Science and Engineering, University of California San Diego, La Jolla, California, USA
- Department of Bioengineering, University of California San Diego, La Jolla, California, USA
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Thyparambil SP, Liao WL, An E, Bhalkikar A, Guiel T, Heaton R. Abstract 4156: Molecular profiling of ovarian cancer by targeted proteomics to inform personalized therapy. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-4156] [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: 11/16/2022]
Abstract
Abstract
Chemotherapy is the mainstay for the treatment of ovarian cancer. Taxanes, platinum salts, 5-FU, anthracyclines, gemcitabine are used extensively in ovarian cancer, however, there is no biomarker of chemotherapy that is routinely used. We examined 169 ovarian cancer samples using targeted proteomics for biomarkers of response or resistance to chemotherapy agents. Biomarkers of resistance include ERCC1 (Platinum), TUBB3 (taxanes), ALDH1A1 (cyclophosphamide) while response biomarkers include TOPO1 (irinotecan, topotecan), TOPO2A (doxorubicin, epirubicin), hENT1 (Gemcitabine).We also measure markers for several antibody-drug conjugates (FR-alpha, Her2, Trop2, gPNMB, MSLN).
Methods: Tumor areas from Formalin-fixed, paraffin-embedded (FFPE) tumor tissues from clinical samples of ovarian cancer that were received at our CLIA certified laboratory were microdissected and a selected reaction monitoring mass spectrometry (SRM-MS) quantitative proteomic analysis of 72 biomarkers were conducted.
Discussion: The majority of ovarian cancer samples expressed a range of resistance markers for cyclophosphamide (ALDH1A1: 87% positive ranging from 227-10766 amol/µg), platinum agents (70% positive) and taxanes (71%positive). However, they also expressed a range of response biomarkers for chemotherapies that are conventionally used to treat ovarian cancer. These include irinotecan/topotecan (TOPO1: 97% positive ranging from 459 -3299), doxorubicin (TOPO2A: 50% positive ranging from 402-3825 amol/µg), gemcitabine (hENT1/RRM1: 42% positive). Novel chemotherapy agents that could potentially be used include temozolomide (40% of patients did not express MGMT, resistance marker for temozolomide). The vast majority (78%) of ovarian cancer samples did not express any drug efflux pump proteins MRP and MDR1. Examination of potential ADC markers revealed 74% positivity for the antibody target FR-alpha with a 42 fold range of expression (585 -25000 amol/µg) and 71% positivity for the payload resistance marker TUBB3. Similarly, Trop2 (56% positivity) exhibited a wide dynamic range (222-12778 amol/µg). Another ADC target mesothelin was expressed in 66% of the cases with a 35x range of expression (302 - 10,700 amol/µg). While 56% of ovarian cancer expressed Her2 (262 -5011 amol/µg), only 4% expressed high levels of Her2 (>750 amol/µg), making them suitable for current anti-Her2 therapy. Others could potentially benefit from clinical trials targeting low Her2 expression. The ability to multiplex 72 protein biomarkers from 2-3 FFPE sections provides immense actionable information on clinical treatment or for patient stratification for clinical trials.
Citation Format: Sheeno P. Thyparambil, Wei-Li Liao, Eunkyung An, Anuja Bhalkikar, Thomas Guiel, Robert Heaton. Molecular profiling of ovarian cancer by targeted proteomics to inform personalized therapy [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 4156.
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LaVergne S, Umlauf A, McCutchan A, Heaton R, Benson C, Kumarasamy N, Bharti AR. Impact of Latent Tuberculosis Infection on Neurocognitive Functioning and Inflammation in HIV-Infected and Uninfected South Indians. J Acquir Immune Defic Syndr 2020; 84:430-436. [PMID: 32282443 PMCID: PMC7321856 DOI: 10.1097/qai.0000000000002368] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [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] [Indexed: 12/30/2022]
Abstract
BACKGROUND HIV-associated neurocognitive disorder persists in some people living with HIV despite optimal antiretroviral therapy. Latent tuberculosis infection (LTBI) may cause systemic inflammation and immune activation that may impair brain function. We assessed cognition and biomarkers of inflammation in both HIV+ and HIV- South Indians with and without LTBI. METHODS Adults (≥18 years old) with and without HIV infection were screened for LTBI by interferon-gamma release assays, completed comprehensive neurocognitive assessments, and underwent measurement of serum inflammatory biomarker levels. RESULTS The participants (n = 119) were HIV+/LTBI+ (n = 15), HIV+/LTBI- (n = 50), HIV-/LTBI+ (n = 26), and HIV-/LTBI- (n = 28). HIV+ participants, regardless of LTBI status, had more impaired global deficit scores than HIV- participants (odds ratio = 3.42, P = 0.028, adjusted for sex and education differences). Neither global deficit scores nor impairment rates differed in the LTBI+ group compared with the LTBI- group (P = 0.79 and P = 0.41, respectively). The mean log10 interleukin (IL)-6 and monocyte chemoattractant protein-1 values were significantly higher and high sensitivity C-reactive protein lower in the LTBI+ group than the LTBI- group (P = 0.044, 0.023, and 0.03, respectively, adjusting for HIV status and sex). CONCLUSIONS In this cross-sectional study of South Indians, HIV infection, but not LTBI, was associated with increased neurocognitive impairment. Proinflammatory biomarkers (IL-6 and monocyte chemoattractant protein-1, but not tumor necrosis factor-α) were elevated in the LTBI+ groups compared with the LTBI- groups. Biomarkers of immune activation (interferon-γ, macrophage inflammatory protein-1β, IL-2, interferon gamma inducible protein-10, RANTES, and IL-22) did not differ between these groups. Larger longitudinal studies should be conducted to confirm our findings that the effect of LTBI on systemic inflammation or neurocognitive impairment is likely small.
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Affiliation(s)
- Stephanie LaVergne
- Department of Medicine and Psychiatry, University of California, San Diego, CA, USA, Infectious Diseases Medical Centre, Voluntary Health Services (VHS), Chennai, India
| | - Anya Umlauf
- Department of Medicine and Psychiatry, University of California, San Diego, CA, USA, Infectious Diseases Medical Centre, Voluntary Health Services (VHS), Chennai, India
| | - Allen McCutchan
- Department of Medicine and Psychiatry, University of California, San Diego, CA, USA, Infectious Diseases Medical Centre, Voluntary Health Services (VHS), Chennai, India
| | - Robert Heaton
- Department of Medicine and Psychiatry, University of California, San Diego, CA, USA, Infectious Diseases Medical Centre, Voluntary Health Services (VHS), Chennai, India
| | - Constance Benson
- Department of Medicine and Psychiatry, University of California, San Diego, CA, USA, Infectious Diseases Medical Centre, Voluntary Health Services (VHS), Chennai, India
| | - Nagalingeswaran Kumarasamy
- CART Clinical Research Site, Infectious Diseases Medical Centre, Voluntary Health Services (VHS), Chennai, India
| | - Ajay R. Bharti
- Department of Medicine and Psychiatry, University of California, San Diego, CA, USA, Infectious Diseases Medical Centre, Voluntary Health Services (VHS), Chennai, India
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30
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Lee Y, Lenze E, Baum C, Lee JM, Metts C, Yingling M, Fucetola R, Fong M, Depp C, Heaton R, Lu C, Lai A, Wong A. Moment-to-Moment Associations Between Depressive Symptoms and Daily Functioning Among Stroke Survivors: An Ecological Momentary Assessment (EMA) Study. Am J Occup Ther 2020. [DOI: 10.5014/ajot.2020.74s1-po4514] [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: 11/17/2022] Open
Abstract
Abstract
Date Presented 03/27/20
This study used smartphone-based EMA to investigate moment-to-moment associations between poststroke depressive symptoms and daily functioning. We found that fatigue and lack of interest can be target symptoms to improve daily functioning among stroke survivors. Improving self-appraisals of daily functioning can be an effective way to manage depressive symptoms. EMA can be a useful tool to track real-time target symptoms in naturalistic contexts.
Primary Author and Speaker: Yejin Lee
Additional Authors and Speakers: Eric Lenze, Carolyn Baum, Jin-Moo Lee, Christopher Metts, Michael Yingling, Robert Fucetola, Mandy Fong, Colin Depp, Robert Heaton, Chenyang Lu, Albert Lai
Contributing Authors: Alex Wong
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Affiliation(s)
- Yejin Lee
- Washington University School of Medicine, St. Louis, MO, USA
| | - Eric Lenze
- Washington University School of Medicine, St. Louis, MO, USA
| | - Carolyn Baum
- Washington University School of Medicine, St. Louis, MO, USA
| | - Jin-Moo Lee
- Washington University School of Medicine, St. Louis, MO, USA
| | | | | | - Robert Fucetola
- Washington University School of Medicine, St. Louis, MO, USA
| | - Mandy Fong
- Washington University School of Medicine, St. Louis, MO, USA
| | - Colin Depp
- University of California San Diego, La Jolla, CA, USA
| | - Robert Heaton
- University of California San Diego, La Jolla, CA, USA
| | - Chenyang Lu
- Washington University in St. Louis, St. Louis, MO, USA
| | - Albert Lai
- Washington University in St. Louis, St. Louis, MO, USA
| | - Alex Wong
- Washington University School of Medicine, St. Louis, MO, USA
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31
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Nguyen AL, Sundermann E, Rubtsova AA, Sabbag S, Umlauf A, Heaton R, Letendre S, Jeste DV, Marquine MJ. Emotional health outcomes are influenced by sexual minority identity and HIV serostatus. AIDS Care 2020; 33:1127-1132. [PMID: 32590909 DOI: 10.1080/09540121.2020.1785998] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
For people living with HIV (PLWH) and sexual minorities (SM), the intersection of identities can compound experiences like stigma and discrimination resulting in poor emotional health. We investigated the separate and interactive associations of HIV serostatus and sexual identity with emotional health. Our dataset included 371 participants. Emotional health was assessed by the NIH Toolbox emotion battery which yields negative affect, social satisfaction, and psychological well-being. Regressions were conducted for each composite, with HIV serostatus, sexual identity, and their interaction as independent variables along with covariates. The HIV serostatus x SM identity interaction was statistically significant in the regression of Negative Affect (p = .01): heterosexuals living with HIV had worse Negative Affect compared to heterosexual HIV-persons (p = .01). The interaction terms were for social satisfaction and psychological well-being were not significant. However, among PLWH, sexual minorities reported better Social Satisfaction (p = .03) and marginally better psychological well-being (p = .07) compared to heterosexuals.
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Affiliation(s)
- Annie L Nguyen
- Department of Family Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Erin Sundermann
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Anna A Rubtsova
- Department of Behavioral, Social, and Health Education Sciences, Emory University Rollins School of Public Health, Atlanta, GA, USA
| | - Samir Sabbag
- Department of Psychiatry, University of Miami, Miami, FL, USA
| | - Anya Umlauf
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Robert Heaton
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Scott Letendre
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA.,Department of Medicine, University of California San Diego, San Diego, CA, USA
| | - Dilip V Jeste
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA.,Department of Neuroscience, University of California San Diego, San Diego, CA, USA.,Sam and Rose Stein Institute for Research on Aging, University of California San Diego, San Diego, CA, USA
| | - María J Marquine
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
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32
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Thyparambil SP, Liao WL, An E, Bhalkikar A, Heaton R, Sylvester KG, Ling XB. Proteomic profiling to identify therapeutics targets in glioblastoma (GBM). J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.2555] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
2555 Background: Glioblastoma (GBM) is an aggressive primary brain tumor with poor prognosis. Treatment at diagnosis is largely confined to surgery, radiation and temozolomide (TMZ) with median progression-free survival (PFS) of 7 months and median overall survival (mOS) of 15 months. GBM tumors recur in most cases and in patients with recurrent GBM, the mOS is 6.2 months. The lack of effective therapies underscores the importance of exploring other agents. We propose that quantitating therapy-associated protein biomarkers can improve treatment personalization for GBM. Methods: 97 FFPE GBM tissues were microdissected and solubilized for mass spectrometry-based proteomic analysis of therapy-associated protein biomarkers in our CLIA certified lab. We quantified protein levels of MGMT, hENT1, RRM1, TOPO1 and EGFR/TUBB3 (antibody target and payload resistance markers, respectively, for anti-EGFR ADCs) simultaneously. The multiplexed assay also quantified additional 24 clinically relevant proteins. Results: 43/57 patients were predicted to respond to TMZ based on undetectable levels of MGMT, confirming wide utility of this agent. 42/97(43%) patients were predicted to have gemcitabine sensitivity based on high expression of the response marker (hENT1 > 100 amol/ug) and low expression of the resistance marker (RRM1 < 700 amol/ug). 11/97(11%) patients expressed TOPO1 > 1350 amol/ug (75th percentile of all indications tested by author’s laboratory), suggesting likely response to irinotecan and topotecan. EGFR expression ranged from < 100 amol/ug to > 25000 amol/ug, including overexpression (> 1500 amol/ug) in 22%(21/97) of cases. While expression of EGFR(81/97, 84%) suggested likely response to anti-EGFR ADC, concurrent expression of TUBB3(78/81) may indicate resistance to several known payloads, such as taxanes and MMAE. Conjugation with another payload that targets sensitivity marker TOPO1 (68% expression) is a likely option. Proteomic analysis also revealed detectable levels of multiple RTKs (FGFR(4), AXL(20), IGF1R(10), MET overexpression(1), and HER2 overexpression(2)), indicating potential response to RTK inhibitors. Exploratory investigation in tumor vs TME using proteomics and metabolomics is ongoing. Conclusions: In this population of GBM patients, proteomic analysis identified protein targets of multiple approved and investigational therapies. Gemcitabine, which crosses the blood-brain barrier, may be considered as a salvage option after TMZ failure. Proteomic quantitation of EGFR and TUBB3 may improve patient selection for EGFR-targeting ADCs.
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Ghosh R, Wood-Kaczmar A, Dobson L, Smith EJ, Sirinathsinghji EC, Kriston-Vizi J, Hargreaves IP, Heaton R, Herrmann F, Abramov AY, Lam AJ, Heales SJ, Ketteler R, Bates GP, Andre R, Tabrizi SJ. Expression of mutant exon 1 huntingtin fragments in human neural stem cells and neurons causes inclusion formation and mitochondrial dysfunction. FASEB J 2020; 34:8139-8154. [PMID: 32329133 PMCID: PMC8432155 DOI: 10.1096/fj.201902277rr] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [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: 09/05/2019] [Revised: 03/27/2020] [Accepted: 04/02/2020] [Indexed: 11/11/2022]
Abstract
Robust cellular models are key in determining pathological mechanisms that lead to neurotoxicity in Huntington's disease (HD) and for high throughput pre‐clinical screening of potential therapeutic compounds. Such models exist but mostly comprise non‐human or non‐neuronal cells that may not recapitulate the correct biochemical milieu involved in pathology. We have developed a new human neuronal cell model of HD, using neural stem cells (ReNcell VM NSCs) stably transduced to express exon 1 huntingtin (HTT) fragments with variable length polyglutamine (polyQ) tracts. Using a system with matched expression levels of exon 1 HTT fragments, we investigated the effect of increasing polyQ repeat length on HTT inclusion formation, location, neuronal survival, and mitochondrial function with a view to creating an in vitro screening platform for therapeutic screening. We found that expression of exon 1 HTT fragments with longer polyQ tracts led to the formation of intra‐nuclear inclusions in a polyQ length‐dependent manner during neurogenesis. There was no overt effect on neuronal viability, but defects of mitochondrial function were found in the pathogenic lines. Thus, we have a human neuronal cell model of HD that may recapitulate some of the earliest stages of HD pathogenesis, namely inclusion formation and mitochondrial dysfunction.
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Affiliation(s)
- Rhia Ghosh
- Huntington's Disease Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Alison Wood-Kaczmar
- Huntington's Disease Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Lucianne Dobson
- Huntington's Disease Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Edward J Smith
- Huntington's Disease Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Eva C Sirinathsinghji
- Huntington's Disease Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Janos Kriston-Vizi
- MRC Laboratory for Molecular Cell Biology, University College London, London, UK
| | | | - Robert Heaton
- School of Pharmacy, Liverpool John Moores University, Liverpool, UK
| | | | - Andrey Y Abramov
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Amanda J Lam
- Neurometabolic Unit, National Hospital for Neurology and Neurosurgery, London, UK
| | - Simon J Heales
- Neurometabolic Unit, National Hospital for Neurology and Neurosurgery, London, UK
| | - Robin Ketteler
- MRC Laboratory for Molecular Cell Biology, University College London, London, UK
| | - Gillian P Bates
- Huntington's Disease Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Ralph Andre
- Huntington's Disease Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Sarah J Tabrizi
- Huntington's Disease Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
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Poore GD, Kopylova E, Zhu Q, Carpenter C, Fraraccio S, Wandro S, Kosciolek T, Janssen S, Metcalf J, Song SJ, Kanbar J, Miller-Montgomery S, Heaton R, Mckay R, Patel SP, Swafford AD, Knight R. Microbiome analyses of blood and tissues suggest cancer diagnostic approach. Nature 2020; 579:567-574. [PMID: 32214244 PMCID: PMC7500457 DOI: 10.1038/s41586-020-2095-1] [Citation(s) in RCA: 575] [Impact Index Per Article: 143.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Accepted: 02/06/2020] [Indexed: 01/05/2023]
Abstract
Systematic characterization of the cancer microbiome provides the opportunity to develop techniques that exploit non-human, microorganism-derived molecules in the diagnosis of a major human disease. Following recent demonstrations that some types of cancer show substantial microbial contributions1-10, we re-examined whole-genome and whole-transcriptome sequencing studies in The Cancer Genome Atlas11 (TCGA) of 33 types of cancer from treatment-naive patients (a total of 18,116 samples) for microbial reads, and found unique microbial signatures in tissue and blood within and between most major types of cancer. These TCGA blood signatures remained predictive when applied to patients with stage Ia-IIc cancer and cancers lacking any genomic alterations currently measured on two commercial-grade cell-free tumour DNA platforms, despite the use of very stringent decontamination analyses that discarded up to 92.3% of total sequence data. In addition, we could discriminate among samples from healthy, cancer-free individuals (n = 69) and those from patients with multiple types of cancer (prostate, lung, and melanoma; 100 samples in total) solely using plasma-derived, cell-free microbial nucleic acids. This potential microbiome-based oncology diagnostic tool warrants further exploration.
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Affiliation(s)
- Gregory D Poore
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA
| | - Evguenia Kopylova
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Clarity Genomics, Beerse, Belgium
| | - Qiyun Zhu
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Carolina Carpenter
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | - Serena Fraraccio
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | - Stephen Wandro
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | - Tomasz Kosciolek
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Malopolska Centre of Biotechnology, Jagiellonian University in Krakow, Krakow, Poland
| | - Stefan Janssen
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Algorithmic Bioinformatics, Department of Biology and Chemistry, Justus Liebig University Gießen, Gießen, Germany
| | - Jessica Metcalf
- Department of Animal Sciences, Colorado State University, Fort Collins, CO, USA
| | - Se Jin Song
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | - Jad Kanbar
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Sandrine Miller-Montgomery
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | - Robert Heaton
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Rana Mckay
- Moores Cancer Center, University of California San Diego Health, La Jolla, CA, USA
| | - Sandip Pravin Patel
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
- Moores Cancer Center, University of California San Diego Health, La Jolla, CA, USA
| | - Austin D Swafford
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | - Rob Knight
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA.
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA.
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA.
- Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA, USA.
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35
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Cho Y, Farrokhkish M, Norrlinger B, Heaton R, Jaffray D, Islam M. An artificial neural network to model response of a radiotherapy beam monitoring system. Med Phys 2020; 47:1983-1994. [DOI: 10.1002/mp.14033] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Revised: 12/26/2019] [Accepted: 01/07/2020] [Indexed: 11/09/2022] Open
Affiliation(s)
- Young‐Bin Cho
- Radiation Medicine Program Princess Margaret Cancer Center University Health Network Toronto Canada M5G 2C1
- Department of Radiation Oncology University of Toronto Toronto Canada M5T 1P5
- Techna Institute University Health Network Toronto Ontario Canada M5G 1L5
| | - Makan Farrokhkish
- Radiation Medicine Program Princess Margaret Cancer Center University Health Network Toronto Canada M5G 2C1
| | - Bern Norrlinger
- Radiation Medicine Program Princess Margaret Cancer Center University Health Network Toronto Canada M5G 2C1
| | - Robert Heaton
- Radiation Medicine Program Princess Margaret Cancer Center University Health Network Toronto Canada M5G 2C1
- Department of Radiation Oncology University of Toronto Toronto Canada M5T 1P5
| | - David Jaffray
- Radiation Medicine Program Princess Margaret Cancer Center University Health Network Toronto Canada M5G 2C1
- Department of Radiation Oncology University of Toronto Toronto Canada M5T 1P5
- Techna Institute University Health Network Toronto Ontario Canada M5G 1L5
- Institute of Biomaterials and Biomedical Engineering University of Toronto Toronto Canada M5S 3G9
- Department of Medical Biophysics University of Toronto Toronto Canada M5G 1L7
| | - Mohammad Islam
- Radiation Medicine Program Princess Margaret Cancer Center University Health Network Toronto Canada M5G 2C1
- Department of Radiation Oncology University of Toronto Toronto Canada M5T 1P5
- Techna Institute University Health Network Toronto Ontario Canada M5G 1L5
- Institute of Biomaterials and Biomedical Engineering University of Toronto Toronto Canada M5S 3G9
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Thyparambil SP, Liao WL, An E, Tian Y, Heaton R, Sylvester KG, Ling XB. Expression of antibody-drug conjugates (ADC) biomarkers in colorectal cancer. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.4_suppl.17] [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: 11/20/2022] Open
Abstract
17 Background: Multiple ADCs are in clinical trials for CRC and the optimal strategy for selecting patients who may benefit from the treatment is evolving. Due to the unique mechanism of ADCs, patient selection should involve screening not only for the presence of the antibody target, but also for markers of resistance or response to the payload. We have built a multiplexed ADC biomarker panel in FFPE tumor tissue that simultaneously quantifies the protein levels of the antibody targets and also the payload markers. Methods: FFPE tumor tissues from 363 CRC patients were microdissected and solubilized for mass spectrometry-based targeted proteomic analysis in our CLIA certified laboratory. We quantified protein levels of EGFR, HER2, HER3, Axl, Mesothelin, FRalpha, Trop2 (antibody targets), tubulin-beta3 and TOPO1 (payload resistance and response markers, respectively) simultaneously. The multiplexed assay also quantified additional 22 clinically relevant proteins. Results: Expression of EGFR(83%), HER2(52%), HER3(21.5%), Axl(3.7%), Mesothelin(26.5%), FRalpha(3.7%), and Trop2(59.8%) may indicate likely response to ADCs. Expression of TUBB3(+) and TOPO1 (>1350amol/µg) in antibody target-positive subset may suggest resistance or response to payloads, such as taxanes and irinotecan, respectively (Table). Previously we identified that HER2 expression >750amol/µg correlated with HER2 positivity. Accordingly, 1.4% (5/355) of CRC patients were HER2 positive, of which 40% (2/5) had TOPO1 expression >1350amol/µg (75th percentile) suggesting that these 2 patients may receive benefit from a HER2/TOPO1 ADC. (+) indicates expression ≥LOQ; (-) indicates expression <LOQ. Conclusions: In patients with CRC, quantitative proteomics identified both antibody targets and markers of resistance or response to the payloads for multiple approved and investigational ADC therapies. [Table: see text]
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Thyparambil SP, You J, Liu K, Sun H, Peng J, Cai S, Li Y, Bao P, Li Q, Zhang Y, Li Z, Yang J, Yin Z, Yao X, Zhu X, Hao S, Heaton R, Schilling J, Sylvester KG, Ling XB. Integrating multiple “omics” analyses, on a triage concept, for effective case selection followed by diagnostic colonoscopy. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.4_suppl.244] [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: 11/20/2022] Open
Abstract
244 Background: Implementation of population screening for colorectal cancer (CRC) before colonoscopy can reduce the challenge of the overall capacity of bowel examination and improve survival. Blood based CRC assessment biomarkers, on a triage concept, can lead to improved selection to colonoscopy and cost-effective CRC care. Methods: Innovative multi-omics approaches, with global and targeted LCMS data production (metabolomics, lipidomics, and 2D proteomics) and integrative data analytics, were applied to discover serological biomarkers to assess nonadvanced adenoma and identify stage I/II colorectal bowel lesions. A cohort of 2396 normal, 660 adenoma, 953 stage I, and 101 stage II blood samples, was constructed to discover screening biomarkers to support case finding of patients at high risk for nonadvanced adenoma and stage I/II cancer for subsequent diagnostic colonoscopy. Results: A three-analyte mProbe panel was constructed which outperformed the commercial assays of plasma methylated septin 9 and fecal Cologuard tests. Sensitivity: (1) nonadvanced adenoma–Cologuard 17.2%, mProbe 76.0%; (2) stage I-III-Cologuard 93.3%, stage I-II Septin 9 (ARUP laboratories) 77%, stage I-II mProbe: 92.3%. Specificity–Cologuard 89.8%, Septin 9 (ARUP laboratories) 88%, mProbe 90.7%. Conclusions: mProbe triage concept of a blood-based protein biomarker panel promises the precision to allow future CRC screening, and reduce the low-risk utilization of unnecessary, unpleasant and risk-associated bowel examinations.
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Affiliation(s)
| | - Jin You
- Stanford University, Palo Alto, CA
| | - Kang Liu
- Stanford University, Palo Alto, CA
| | - Hui Sun
- Department of Oncology, Shanghai Pulmonary Hospital/Tongji University School of Medicine, Shanghai, China
| | - Junjie Peng
- Fudan University Shanghai Cancer Center, Shanghai, China
| | - Sanjun Cai
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Yaqi Li
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Pingping Bao
- Shanghai Municipal Center for Disease Control & Prevention, Shanghai, China
| | - Qing Li
- Fudan University, Fudan, China
| | | | - Zheng Li
- OncoPlex Diagnostics, Rockville, MD
| | | | - Ziyu Yin
- OncoPlex Diagnostics, Rockville, MD
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Lau S, Macpherson V, Lenze E, Baum CM, Lee JM, Metts C, Yingling M, Fucetola R, Fong MW, Depp C, Heaton R, Lu C, Lai A, Wong A. Feasibility and Validity of Ecological Momentary Assessment of Daily Function in People after Stroke. Arch Phys Med Rehabil 2019. [DOI: 10.1016/j.apmr.2019.10.051] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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39
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Ramotar M, Barnes S, Moraes F, Dasgupta A, Laperriere N, Millar BA, Berlin A, Conrad T, van Prooijen M, Damyanovich A, Heaton R, Cho YB, Coolens C, Liu G, Shepherd FA, Bradbury P, Leighl N, Bernstein M, Zadeh G, Kongkham P, Doherty M, Shultz DB. Neurological Death is Common in Patients With EGFR Mutant Non-Small Cell Lung Cancer Diagnosed With Brain Metastases. Adv Radiat Oncol 2019; 5:350-357. [PMID: 32529128 PMCID: PMC7276684 DOI: 10.1016/j.adro.2019.11.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Revised: 11/14/2019] [Accepted: 11/19/2019] [Indexed: 01/16/2023] Open
Abstract
Purpose Brain metastases (BrM) are common in patients with epidermal growth factor receptor (EGFRm) mutant non-small cell lung cancer (NSCLC). We sought to determine the rate of neurologic death (ND) in this population. Methods and Materials We analyzed data from 198 patients who received a diagnosis of BrM from EGFRm NSCLC between 2004 and 2016, comparing patients whose initial treatment for BrM was stereotactic radiosurgery with or without tyrosine kinase inhibitors (TKI), whole brain radiation therapy (WBRT) with or without TKI, or TKI alone. The incidence of ND was determined using a competing risks analysis. Univariate and multivariate analyses were used to identify clinical variables associated with this outcome. Results The percentage of patients who initially received stereotactic radiosurgery, whole brain radiation therapy, or TKI alone was 22%, 61%, and 17%, respectively. Median overall survival in these subgroups was 31.1, 14.6, and 24.6 months, respectively (P = .0016). The 5-year incidence of ND among all patients was 40% and did not significantly vary according to treatment group. In a multivariable model, only leptomeningeal disease at any point in a patient’s disease course significantly correlated with ND (hazard ratio 4.75, P <.001). Conclusions Among our cohort of patients with BrM from EGFRm NSCLC, the incidence of ND was significantly higher than suggested by previous reports. BrM should be considered a driver of mortality in many patients with EGFRm NSCLC, and treatments providing better control of BrM, lower neurocognitive side effects, and maintenance of quality of life are needed.
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Affiliation(s)
- Matthew Ramotar
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Sierra Barnes
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Fabio Moraes
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Archya Dasgupta
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Normand Laperriere
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,University of Toronto, Toronto, Ontario, Canada
| | - Barbara-Ann Millar
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,University of Toronto, Toronto, Ontario, Canada
| | - Alejandro Berlin
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,University of Toronto, Toronto, Ontario, Canada
| | - Tatiana Conrad
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,University of Toronto, Toronto, Ontario, Canada.,Southlake Regional Cancer Centre, Newmarket, Ontario, Canada
| | - Monique van Prooijen
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Andrei Damyanovich
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Robert Heaton
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,University of Toronto, Toronto, Ontario, Canada
| | - Young-Bin Cho
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,University of Toronto, Toronto, Ontario, Canada
| | - Catherine Coolens
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,University of Toronto, Toronto, Ontario, Canada
| | - Geoffrey Liu
- University of Toronto, Toronto, Ontario, Canada.,Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Frances A Shepherd
- University of Toronto, Toronto, Ontario, Canada.,Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Penelope Bradbury
- University of Toronto, Toronto, Ontario, Canada.,Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Natasha Leighl
- University of Toronto, Toronto, Ontario, Canada.,Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Mark Bernstein
- University of Toronto, Toronto, Ontario, Canada.,Division of Neurosurgery, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Gelareh Zadeh
- University of Toronto, Toronto, Ontario, Canada.,Division of Neurosurgery, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Paul Kongkham
- University of Toronto, Toronto, Ontario, Canada.,Division of Neurosurgery, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Mark Doherty
- University of Toronto, Toronto, Ontario, Canada.,Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - David B Shultz
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,University of Toronto, Toronto, Ontario, Canada
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Lee Y, Lenze E, Baum CM, Lee JM, Metts C, Fucetola R, Fong MW, Heaton R, Lu C, Wong A, Yingling M, Depp C, Lai A. Ecological Momentary Assessment of Mood Factors and Performance in Daily Activities among Stroke Survivors. Arch Phys Med Rehabil 2019. [DOI: 10.1016/j.apmr.2019.08.185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Dastgheyb RM, Sacktor N, Franklin D, Letendre S, Marcotte T, Heaton R, Grant I, McArthur J, Rubin LH, Haughey NJ. Cognitive Trajectory Phenotypes in Human Immunodeficiency Virus-Infected Patients. J Acquir Immune Defic Syndr 2019; 82:61-70. [PMID: 31107302 PMCID: PMC6692206 DOI: 10.1097/qai.0000000000002093] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
OBJECTIVE The presentation of cognitive impairments in HIV-infected individuals has transformed since the introduction of antiretroviral therapies. Although the overall prevalence of cognitive impairments has not changed considerably, frank dementia is now infrequent, and milder forms of cognitive impairments predominate. Mechanistic insights to the underlying causes of these residual cognitive impairments have been elusive, in part due to the heterogenous etiology of cognitive dysfunction in this population. Here, we sought to categorize longitudinal change in HIV-infected patients based on the performance in specific cognitive domains. DESIGN This study consisted of 193 participants from the CHARTER cohort with detailed demographic, clinical, and neuropsychological testing data obtained from 2 study visits interspersed by ∼6 months. Cognitive testing assessed executive function, learning and delayed recall, working memory, verbal fluency, speed of information processing, and motor skills. Change scores were calculated for each domain between the 2 study visits. Dimension reduction and clustering was accomplished by principal component analysis of change scores and k-means clustering to identify cognitive domains that group together and groups of subjects with similar patterns of change. RESULTS We identified 4 distinct cognitive change phenotypes that included declines in: (1) verbal fluency, (2) executive function (3) learning and recall, and (4) motor function, with approximately equal numbers of participants in each phenotype. CONCLUSIONS Each of the 4 cognitive change phenotypes identify deficits that imply perturbations in specific neural networks. Future studies will need to validate if cognitive change phenotypes are associated with alterations in associated neural pathways.
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Affiliation(s)
- Raha M. Dastgheyb
- The Johns Hopkins University School of Medicine, Department of Neurology, Baltimore, MD
| | - Ned Sacktor
- The Johns Hopkins University School of Medicine, Department of Neurology, Baltimore, MD
| | - Donald Franklin
- HIV Neurobehavioral Research Program and Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA
| | - Scott Letendre
- HIV Neurobehavioral Research Program and Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA
| | - Thomas Marcotte
- HIV Neurobehavioral Research Program and Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA
| | - Robert Heaton
- HIV Neurobehavioral Research Program and Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA
| | - Igor Grant
- HIV Neurobehavioral Research Program and Department of Psychiatry, School of Medicine, University of California, San Diego, La Jolla, CA
| | - Justin McArthur
- The Johns Hopkins University School of Medicine, Department of Neurology, Baltimore, MD
| | - Leah H. Rubin
- The Johns Hopkins University School of Medicine, Department of Neurology, Baltimore, MD
| | - Norman J. Haughey
- The Johns Hopkins University School of Medicine, Department of Neurology, Baltimore, MD
- The Johns Hopkins University School of Medicine, Department of Psychiatry, Baltimore, MD
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Paolillo E, Hussain M, Moore R, Moore D, Heaton R. B-15 Engagement in Cognitively-Demanding Activities in Daily Life is Associated with Neurocognitive Test Performance and Perceived Cognitive Difficulties Among Adults With and Without HIV. Arch Clin Neuropsychol 2019. [DOI: 10.1093/arclin/acz034.98] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Objective
Assessing daily activities is important for understanding how cognitive abilities affect everyday functioning. We evaluated a new measure capturing engagement in cognitively-demanding activities among people with and without HIV, and examined associations with neurocognitive test performance and perceived cognitive difficulties.
Method
Participants included 79 adults (59 HIV+, 20 HIV-) enrolled in studies at UCSD (mean age = 55.1; SD = 13.1). Domain-specific composite scaled scores measured neurocognitive functioning as continuous variables. Demographically-corrected global deficit scores determined neurocognitive impairment. Perceived cognitive difficulties were self-reported via the Everyday Cognition scale (ECog). The newly created, self-report Frequency and Difficulty of Activities Scale (FDAS) measured frequency of engagement in 27 cognitively-demanding activities [0 = Never to 10 = Once a day or more] in the last month. FDAS “total frequency score” sums all frequency ratings. Participants also rated difficulty performing each FDAS activity [0 = Not at all to 10 = Extremely]. FDAS “difficult-activity score” sums frequency ratings only for activities that participants identified as difficult for them (i.e., difficulty rating >75th percentile of sample).
Results
Higher FDAS total frequency scores correlated with better verbal fluency (r = 0.26, p = 0.019) and processing speed (r = 0.24, p = 0.030). Multiple regression revealed a significant interaction between cognitive impairment and frequency of engagement in difficult activities (b = 0.34, 95%CI = 0.18-0.50, p < 0.001), such that higher FDAS difficult-activity scores related to more perceived cognitive difficulties only among cognitively impaired participants.
Conclusion
This study explored use of a new measure of complex daily activities to aid neuropsychological interpretation. Results suggest that effects of neurocognitive impairment on perceived cognitive difficulties may only be apparent if individuals are attempting to perform challenging everyday tasks.
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Watson C, Kamalyan L, Hussain M, Tang B, Collier A, Clifford D, Gelman B, Sacktor N, Morgello S, McCutchan JA, Ellis R, Grant I, Heaton R, Marquine M. A-03 Ethnic/Racial Differences in Longitudinal Neurocognitive Change among People Living with HIV. Arch Clin Neuropsychol 2019. [DOI: 10.1093/arclin/acz034.03] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
HIV disproportionately affects Black and Latino people in the United States, but data on longitudinal neurocognitive patterns for these groups are scarce. This study evaluated the incidence and predictors of neurocognitive decline by ethnicity/race in a cohort of Black, Latino, and White people living with HIV (PLWH). Participants included 499 PLWH (43.5% White, 42.7% Black, 13.8% Latino; mean age at baseline = 43.5) from the six-site CNS HIV Anti-Retroviral Therapy Effects Research (CHARTER) study. Participants completed comprehensive neurocognitive and neuromedical evaluations over 3-7 study visits for an average of 2.8 years (SD = 1.1). Interpertation of neurocognitive change was based on published methods using regression-based norms that correct for baseline performance and practice effects. Survival analyses investigated the relationship between ethnicity/race and neurocognitive change, and predictors of neurocognitive decline. In follow-up, 108 participants (21.6%) declined, 311 (62.3%) remained stable, and 80 (16.0%) improved. In Cox proportional hazard models, hazard ratios for neurocognitive decline were increased for Latinos compared to Whites (HR = 2.19, 95%CI = 1.32-3.63, p = .002) and Blacks (HR = 1.87, 95%CI = 1.14-3.04, p = .01). Including significant covariates (baseline nadir CD4, hepatitis C Virus, and VACS Index: a composite marker of physical health among PLWH)did not significantly decrease the elevated risk for decline among Latinos. We found that Latino PLWH appear to have higher risk of neurocognitive decline compared to White and Black PLWH. Traditional markers of HIV disease and physical health at baseline did not explain this elevated risk of neurocognitive decline. Future research examining economic, socio-environmental, and culturally-relevant biomedical factors may help to explain this observed ethnic/racial disparity in longitudinal neurocognitive function in HIV.
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Campbell L, Kohli M, Heaton A, Higgins M, Lee E, Kaufmann C, Heaton R, Moore D, Moore R. B-24 Objective and Subjective Sleep Measures are Associated with Neurocognition in Middle-Aged and Older Adults With and Without HIV. Arch Clin Neuropsychol 2019. [DOI: 10.1093/arclin/acz034.107] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Objective
Poorer sleep quality is related to worse cognitive functioning in the general population and people living with HIV; however, many studies use self-report sleep questionnaires that rely on retrospective recall. This study aimed to examine the relationship between objective (wrist actigraphy) and subjective sleep quality with neurocognitive functioning.
Method
Eighty-five adults aged 50-74 years with and without HIV (HIV+ n = 53, HIV- n = 32) were recruited from the community and ongoing studies at UC San Diego. Participants completed comprehensive neuropsychological testing assessing global and domain-specific cognition. Participants wore actigraphy watches for 14 nights after neuropsychological testing to objectively assess sleep quality (i.e., total sleep time (TST), efficiency, wake after sleep onset, and sleep fragmentation). The Pittsburgh Sleep Quality Index assessed subjective sleep quality.
Results
After adjusting for demographic variables and use of sleep medications, there were no differences in any sleep quality measures by HIV status (p’s>0.05). In separate adjusted linear regression models, lower sleep efficiency (p = 0.02; 95% CI: -9.5, -1.1) and greater sleep fragmentation (p = 0.02; 95% CI: -0.82, -0.09) were associated with worse learning. Less TST was associated with worse working memory (p = 0.02; 95% CI: -9.2, -0.8). In contrast, worse subjective sleep quality was associated with worse executive function (p < 0.01; 95% CI: -1.18, -0.23) and working memory (p = 0.03; 95% CI: -1.22, -0.07).
Conclusion
Both objective and subjective sleep quality were associated with cognition in both persons with and without HIV; however, subjective and objective sleep quality were associated with different cognitive domains. Therefore, both objective and subjective sleep quality are important health behaviors to assess.
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Affiliation(s)
- Robert Heaton
- School of Pharmacy and Biomolecular Sciences, Liverpool John Moores University, Liverpool, UK
| | - Lauren Millichap
- School of Pharmacy and Biomolecular Sciences, Liverpool John Moores University, Liverpool, UK
| | - Fatima Saleem
- School of Pharmacy and Biomolecular Sciences, Liverpool John Moores University, Liverpool, UK
| | - Jennifer Gannon
- School of Pharmacy and Biomolecular Sciences, Liverpool John Moores University, Liverpool, UK
| | - Gemma Begum
- School of Pharmacy and Biomolecular Sciences, Liverpool John Moores University, Liverpool, UK
| | - Iain P. Hargreaves
- School of Pharmacy and Biomolecular Sciences, Liverpool John Moores University, Liverpool, UK
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Thueson E, Leadon D, Heaton R, Hargreaves I, Bayly W. Effect of daily supplementation with ubiquinol on muscle coenzyme Q10 concentrations in Thoroughbred racehorses. Comparative Exercise Physiology 2019. [DOI: 10.3920/cep190023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Coenzyme Q10 (CoQ10) is essential for mitochondrial aerobic production of ATP via oxidative phosphorylation, but has had little study in horses. Its biologically active form is ubiquinol. We evaluated the effects of daily supplementation with ubiquinol on gluteal muscle CoQ10 concentrations and an indicator of phosphorylation status, citrate synthase (CS), in fit Thoroughbreds. Six horses received either 1 g ubiquinol daily for 3 weeks followed by 21 days without supplement, or had a 3 week unsupplemented period followed by 3 weeks of supplementation. A seventh horse received the same diet as the other horses, but no supplement, and served as a negative control. Middle gluteal muscle biopsies were obtained before feeding at day 0 (baseline), and after 10 and 21 days of each period. Muscle CoQ10 concentration was determined by HPLC with UV detection at 275 nm. CS was measured spectrophotometrically at 37 °C and related to mitochondrial CoQ10 concentration. Results (mean ± standard deviation) were analysed by 2-way RM ANOVA for effects of supplementation and time (P<0.05). Muscle baseline and non-supplemented CoQ10 concentrations prior to beginning supplementation were not different (458±156 pmol/mg protein). Values increased from 413±276 (baseline) to 977±227 pmol/mg after 10 days supplementation (P=0.03), but not thereafter (21 days: 867±194 pmol/mg; P=0.31). CS activity increased in concert with CoQ10 concentration (P=0.02; baseline: 67±18, 10 days: 155±68, 21 days: 163±78 nmol/(min.mg)). Muscle CoQ10 concentration was strongly correlated with CS activity (P=0.002; r2=0.53). Discontinued supplementation decreased muscle CoQ10 concentration and tended towards significance (P=0.06). Daily dietary supplementation with 1 g ubiquinol increased gluteal muscle [CoQ10] from day 0 to day 10, but not from days 10 to 21, possibly indicating saturation of mitochondria with ubiquinol. Associated increases in CS activity suggested aerobic metabolic capacity was enhanced with supplementation. Discontinuing supplementation decreased CoQ10 concentration.
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Affiliation(s)
- E. Thueson
- Department of Veterinary Clinical Sciences, Washington State University, Pullman, WA 99164-7010, USA
| | - D.P. Leadon
- Irish Equine Centre, Johnstown, Naas, Co Kildare, Ireland
| | - R. Heaton
- Liverpool John Moores University, Liverpool, United Kingdom
| | | | - W.M. Bayly
- Department of Veterinary Clinical Sciences, Washington State University, Pullman, WA 99164-7010, USA
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Hoenigl M, Morgan E, Franklin D, Anderson PL, Pasipanodya E, Dawson M, Hanashiro M, Ellorin EE, Blumenthal J, Heaton R, Moore DJ, Morris SR. Self-initiated continuation of and adherence to HIV pre-exposure prophylaxis (PrEP) after PrEP demonstration project roll-off in men who have sex with men: associations with risky decision making, impulsivity/disinhibition, and sensation seeking. J Neurovirol 2019; 25:324-330. [PMID: 30617849 PMCID: PMC6612450 DOI: 10.1007/s13365-018-0716-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [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: 07/30/2018] [Revised: 12/03/2018] [Accepted: 12/17/2018] [Indexed: 12/19/2022]
Abstract
The objective of this study was to examine differences in the levels of risky decision making and other frontal system behavior constructs in relation to self-initiated continuance of HIV pre-exposure prophylaxis (PrEP) and PrEP adherence outcomes among men who have sex with men (MSM) following completion of a clinical PrEP trial. At the last PrEP trial visit, study provided PrEP was discontinued and participants were navigated to the community for PrEP continuation. In this cross-sectional analysis, 84/187 (45%) MSM who completed a prospective observational post-PrEP trial follow-up visit at the University of California San Diego were included. PrEP adherence was measured using dried blood spot tenofovir diphosphate (TFV-DP) levels. Risky decision making was assessed using the Iowa Gambling Task (IGT) and the Balloon Analogue Risk Task (BART), while impulsivity/disinhibition, sensation seeking, and substance use were assessed via standardized self-report questionnaires. A total of 58/84 (69%) of MSM who completed the 12-month post-study visit continued PrEP. Of those, n = 46 (79%) reached TFV-DP levels associated with adequate adherence. Individuals who elected to continue PrEP 12 months post-trial had riskier decision making on BART, but less impulsivity/disinhibition compared to individuals who did not continue PrEP. Neither risky decision making nor impulsivity/disinhibition/sensation seeking nor substance use correlated with PrEP adherence. Our findings suggest that those with risky decision making may have greater insight into their HIV risks, and therefore be more likely to continue to use PrEP. However, elevated impulsivity/disinhibition, indicative of greater neurobehavioral alterations, was negatively associated with PrEP continuance and is a potential target for future interventions to help people link to PrEP.
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Affiliation(s)
- Martin Hoenigl
- University of California San Diego (UCSD), San Diego, CA, USA.
- Medical University of Graz, Graz, Austria.
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California, San Diego, 200 W Arbor Drive, San Diego, CA, 92103, USA.
| | - Erin Morgan
- University of California San Diego (UCSD), San Diego, CA, USA
| | - Donald Franklin
- University of California San Diego (UCSD), San Diego, CA, USA
| | | | | | - Matthew Dawson
- University of California San Diego (UCSD), San Diego, CA, USA
| | | | - Eric E Ellorin
- University of California San Diego (UCSD), San Diego, CA, USA
| | - Jill Blumenthal
- University of California San Diego (UCSD), San Diego, CA, USA
| | - Robert Heaton
- University of California San Diego (UCSD), San Diego, CA, USA
| | - David J Moore
- University of California San Diego (UCSD), San Diego, CA, USA
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Bartolac S, Heaton R, Norrlinger B, Letourneau D. Seasonal variations in measurements of linear accelerator output. J Appl Clin Med Phys 2019; 20:81-88. [PMID: 30817079 PMCID: PMC6414147 DOI: 10.1002/acm2.12548] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [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: 05/15/2018] [Revised: 09/05/2018] [Accepted: 11/14/2018] [Indexed: 11/10/2022] Open
Abstract
PURPOSE Seasonal trends in linear accelerator output have been reported by at least one institution and data have suggested that they may be present at our center as well. The purpose of this work was to characterize these trends and determine whether local environmental conditions within the treatment rooms may be impacting the linear accelerators and/or the quality control (QC) dosimeter. METHODS Runtime plots of daily output data, acquired using an in-house ion chamber-based device, over 3 yr and for 15 linear accelerators of different makes and models were reviewed and evaluated. Environmental conditions were monitored prospectively in a representative treatment room for approximately 9 months and evaluated for correlations with output trends. Independent measures of output using daily MV portal images were compared with output measurements using the ion chamber-based device. A separate controlled experiment probing the response of the in-house dosimeter to humidity changes over time was also carried out using a constant current source and a small enclosure. RESULTS Runtime plots of output revealed sinusoidal, seasonal variations that were consistent across all treatment units, irrespective of manufacturer, model, or age of machine. The amplitude of the variation was on the order of 1% and maintained a yearly period. The independent measure of output using MV portal images did not corroborate the seasonal trends observed with the daily QC dosimeter. Based on the controlled experiment, the QC dosimeter was found to have a dependence on relative humidity changes, decreasing 1% in output per 30% increase in relative humidity. CONCLUSIONS Results confirm the presence of underlying seasonal variations in measured output from the linear accelerators. The findings identify humidity impact on the measurement device as the underlying cause of the cyclical changes and not the accelerators themselves. These results could help minimize unwarranted machine servicing.
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Affiliation(s)
- Steven Bartolac
- Radiation Medicine Program, Princess Margaret Cancer Center, Toronto, ON, Canada.,Radiation Oncology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Robert Heaton
- Radiation Medicine Program, Princess Margaret Cancer Center, Toronto, ON, Canada
| | - Bernhard Norrlinger
- Radiation Medicine Program, Princess Margaret Cancer Center, Toronto, ON, Canada
| | - Daniel Letourneau
- Radiation Medicine Program, Princess Margaret Cancer Center, Toronto, ON, Canada
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Denckla CA, Spies G, Heaton R, Vasterling J, Franklin D, Korte KJ, Colgan C, Henderson DC, Koenen KC, Seedat S. Generalizability of demographically corrected Zambian neuropsychological norms to South African women. Clin Neuropsychol 2019; 33:40-57. [PMID: 30950749 PMCID: PMC6778499 DOI: 10.1080/13854046.2019.1588995] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [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: 04/09/2018] [Revised: 02/20/2019] [Accepted: 02/25/2019] [Indexed: 01/27/2023]
Abstract
Objective: Demographically corrected norms typically account for the effects of age, education, and in some cases, sex and other factors (e.g. race/ethnicity). However, generalizability of normative standards to different countries and ethnic groups is not universal. This study sought to determine whether demographically specific Zambian neuropsychological norms would generalize to a group of South African women.Method: 212 English-Xhosa bilingual, South African (SA) women were administered a comprehensive neuropsychological (NP) test battery in either English or Xhosa. We examined rates of "impairment" using Global Deficit Scores (GDS) based upon published, demographically corrected norms from a nearby African country (Zambia). Using multiple regression, we examined the extent to which Zambian norms "corrected" for the effects of age and education in this SA sample.Results: Compared to the normative standards from Zambia, the South African women performed somewhat worse than expected on a few test measures and better than expected on others, but their GDS and associated "impairment" rates were close to what was seen in Zambia. Demographically corrected Zambian norms adequately adjusted for the effects of age and years of education in this sample of SA women, with the exception that Zambian norms appeared to "under correct" for the positive effects of years of education on tests of information processing speed.Conclusions: Demographically corrected norms developed for Zambia may adequately adjust for the effects of age in SA women. Further research is needed to determine whether additional corrections for education are needed in SA, especially for tests of information processing speed.
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Affiliation(s)
| | - Georgina Spies
- NRF/DST South African Research Chairs Initiative, PTSD Program, Stellenbosch University, Cape Town, South Africa
| | - Robert Heaton
- HIV Neurobehavioral Research Center at the University of California, La Jolla, CA, USA
| | - Jennifer Vasterling
- VA Boston Healthcare System, Boston University School of Medicine, Boston, MA, USA
| | - Donald Franklin
- HIV Neurobehavioral Research Center at the University of California, La Jolla, CA, USA
| | - Kristina J. Korte
- Chester M. Pierce Division of Global Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Courtney Colgan
- Chester M. Pierce Division of Global Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | | | - Soraya Seedat
- NRF/DST South African Research Chairs Initiative, PTSD Program, Stellenbosch University, Cape Town, South Africa
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