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Robertson JL, Dervisis N, Rossmeisl J, Nightengale M, Fields D, Dedrick C, Ngo L, Issa AS, Guruli G, Orlando G, Senger RS. Cancer detection in dogs using rapid Raman molecular urinalysis. Front Vet Sci 2024; 11:1328058. [PMID: 38384948 PMCID: PMC10879274 DOI: 10.3389/fvets.2024.1328058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 01/18/2024] [Indexed: 02/23/2024] Open
Abstract
Introduction The presence of cancer in dogs was detected by Raman spectroscopy of urine samples and chemometric analysis of spectroscopic data. The procedure created a multimolecular spectral fingerprint with hundreds of features related directly to the chemical composition of the urine specimen. These were then used to detect the broad presence of cancer in dog urine as well as the specific presence of lymphoma, urothelial carcinoma, osteosarcoma, and mast cell tumor. Methods Urine samples were collected via voiding, cystocentesis, or catheterization from 89 dogs with no history or evidence of neoplastic disease, 100 dogs diagnosed with cancer, and 16 dogs diagnosed with non-neoplastic urinary tract or renal disease. Raman spectra were obtained of the unprocessed bulk liquid urine samples and were analyzed by ISREA, principal component analysis (PCA), and discriminant analysis of principal components (DAPC) were applied using the Rametrix®Toolbox software. Results and discussion The procedure identified a spectral fingerprint for cancer in canine urine, resulting in a urine screening test with 92.7% overall accuracy for a cancer vs. cancer-free designation. The urine screen performed with 94.0% sensitivity, 90.5% specificity, 94.5% positive predictive value (PPV), 89.6% negative predictive value (NPV), 9.9 positive likelihood ratio (LR+), and 0.067 negative likelihood ratio (LR-). Raman bands responsible for discerning cancer were extracted from the analysis and biomolecular associations were obtained. The urine screen was more effective in distinguishing urothelial carcinoma from the other cancers mentioned above. Detection and classification of cancer in dogs using a simple, non-invasive, rapid urine screen (as compared to liquid biopsies using peripheral blood samples) is a critical advancement in case management and treatment, especially in breeds predisposed to specific types of cancer.
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Affiliation(s)
- John L. Robertson
- Department of Biomedical Engineering and Mechanics, College of Engineering, Virginia Tech, Blacksburg, VA, United States
- Rametrix Technologies Inc., Blacksburg, VA, United States
| | - Nikolas Dervisis
- Virginia Maryland College of Veterinary Medicine, Virginia Tech, Blacksburg, VA, United States
| | - John Rossmeisl
- Virginia Maryland College of Veterinary Medicine, Virginia Tech, Blacksburg, VA, United States
| | - Marlie Nightengale
- Virginia Maryland College of Veterinary Medicine, Virginia Tech, Blacksburg, VA, United States
| | - Daniel Fields
- Virginia Maryland College of Veterinary Medicine, Virginia Tech, Blacksburg, VA, United States
| | - Cameron Dedrick
- Virginia Maryland College of Veterinary Medicine, Virginia Tech, Blacksburg, VA, United States
| | - Lacey Ngo
- Department of Biomedical Engineering and Mechanics, College of Engineering, Virginia Tech, Blacksburg, VA, United States
| | - Amr Sayed Issa
- Rametrix Technologies Inc., Blacksburg, VA, United States
| | - Georgi Guruli
- Department of Surgery, VCU Health, Richmond, VA, United States
| | - Giuseppe Orlando
- Department of General Surgery, Wake Forest University School of Medicine, Winston-Salem, NC, United States
| | - Ryan S. Senger
- Rametrix Technologies Inc., Blacksburg, VA, United States
- Department of Biological Systems Engineering, College of Agriculture & Life Sciences and College of Engineering, Virginia Tech, Blacksburg, VA, United States
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Jeyabalan A, Trivedi M. Paraneoplastic Glomerular Diseases. Adv Chronic Kidney Dis 2022; 29:116-126.e1. [PMID: 35817519 DOI: 10.1053/j.ackd.2022.02.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 02/20/2022] [Accepted: 02/25/2022] [Indexed: 11/11/2022]
Abstract
Paraneoplastic glomerular diseases (GNs) are rare manifestations in patients with underlying hematologic and solid organ malignancies and can occur before or after the detection of cancer. In the absence of established algorithms for investigation and reliable tests, they remain difficult to diagnose. Given the heterogeneity and infrequency of cases, the pathogenesis of most paraneoplastic GNs is poorly understood. Most of our recent understanding of paraneoplastic GNs has emerged from the discovery of target antigens in membranous nephropathy such as thrombospondin type-1 domain-containing protein 7A and neural epidermal growth factor-like 1 protein that appear to be promising in differentiating a primary vs paraneoplastic cause of membranous nephropathy. Treatment of paraneoplastic GNs is usually directed at the underlying malignancy. This review will focus on the epidemiology, pathogenesis, and diagnosis of paraneoplastic glomerular processes.
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Affiliation(s)
- Anushya Jeyabalan
- Vasculitis and Glomerulonephritis Center, Division of Nephrology, Massachusetts General Hospital, Boston, MA
| | - Mayuri Trivedi
- Department of Nephrology, Lokmanya Tilak Municipal General Hospital, Mumbai, India.
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Ureteral involvement by metastatic malignant disease. Clin Exp Metastasis 2019; 36:499-509. [PMID: 31446521 DOI: 10.1007/s10585-019-09989-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 08/21/2019] [Indexed: 01/22/2023]
Abstract
Ureteral metastases from other primary cancers are very rare. Treatment of these metastases is difficult and outcomes are poor. A thorough literature review was done with the aim of finding characteristics that may influence survival rates of patients with ureteral metastases. Systematic literature searches of PubMed and Web of Science were performed in Jan 2019. A total of 79 papers that included 265 patients with cancer metastases to their ureters were finally considered for evidence synthesis. Prostate, bladder, breast, gut cancer and lymphoma were the predominant primary tumors. The median interval time from primary tumor diagnosis to ureter metastasis was 28.5 months. The median survival time after diagnosis of ureter metastasis was 18 months. Risk factors of survival were analyzed. Age, sex, hydronephrosis, ureter side, and segment were not associated with survival. Interval time and treatment were associated with overall survival. Further analysis indicated that patients who underwent surgery had better outcomes.
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Lysanets Y, Morokhovets H, Bieliaieva O. Stylistic features of case reports as a genre of medical discourse. J Med Case Rep 2017; 11:83. [PMID: 28285584 PMCID: PMC5346841 DOI: 10.1186/s13256-017-1247-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Accepted: 02/20/2017] [Indexed: 11/12/2022] Open
Abstract
Background The present paper discusses the lexical and grammatical peculiarities of English language medical case reports, taking into account their communicative purposes and intentions. Methods The objective of the research is to clarify the principal mechanisms of producing an effective English language medical case report and thus to provide recommendations and guidelines for medical professionals who will deal with this genre. The analysis of medical case reports will largely focus on the most significant linguistic peculiarities, such as the use of active and passive voice, the choice of particular verb tenses, and pronouns. The selected medical case reports will be considered using methods of lexico-grammatical analysis, quantitative examination, and contextual, structural, narrative, and stylistic analyses. Results The research revealed a range of important stylistic features of medical case reports which markedly distinguish them from other genres of medical scientific writing: educational and instructive intentions, conciseness and brevity, direct and personal tone, and material presented in a narrative style. The present research has shown that the communicative strategies of the analyzed discourse, mentioned immediately above, are effectively implemented by means of specific lexical units and grammatical structures: the dominance of active voice sentences, past simple tense, personal pronouns, and modal verbs. The research has also detected the occasional use of the present perfect, present simple, and future simple tenses and passive voice which also serve particular communicative purposes of medical case reports. Conclusions Medical case reports possess a range of unique characteristics which differ from those of research articles and other scientific genres within the framework of written medical discourse. It is to be emphasized that it is highly important for medical professionals to master the major stylistic principles and communicative intentions of medical case report as a genre in order to share their findings with fellow researchers from all over the world. Hence, in the process of training future medical researchers, the analysis of the basic mechanisms of writing a medical case report should be an integral part of the curricula in English for Specific Purposes at universities.
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Affiliation(s)
- Yuliia Lysanets
- Department of Foreign Languages with Latin Language and Medical Terminology of Ukrainian Medical Stomatological Academy, Poltava, Ukraine.
| | - Halyna Morokhovets
- Research Department of Ukrainian Medical Stomatological Academy, 23 Shevchenko Str., 36011, Poltava, Ukraine
| | - Olena Bieliaieva
- Department of Foreign Languages with Latin Language and Medical Terminology of Ukrainian Medical Stomatological Academy, Poltava, Ukraine
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