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Mravinacová S, Bergström S, Olofsson J, de San José NG, Anderl-Straub S, Diehl-Schmid J, Fassbender K, Fliessbach K, Jahn H, Kornhuber J, Landwehrmeyer GB, Lauer M, Levin J, Ludolph AC, Prudlo J, Schneider A, Schroeter ML, Wiltfang J, Steinacker P, Otto M, Nilsson P, Månberg A. Addressing inter individual variability in CSF levels of brain derived proteins across neurodegenerative diseases. Sci Rep 2025; 15:668. [PMID: 39753643 PMCID: PMC11698900 DOI: 10.1038/s41598-024-83281-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Accepted: 12/12/2024] [Indexed: 01/06/2025] Open
Abstract
Accurate diagnosis and monitoring of neurodegenerative diseases require reliable biomarkers. Cerebrospinal fluid (CSF) proteins are promising candidates for reflecting brain pathology; however, their diagnostic utility may be compromised by natural variability between individuals, weakening their association with disease. Here, we measured the levels of 69 pre-selected proteins in cerebrospinal fluid using antibody-based suspension bead array technology in a multi-disease cohort of 499 individuals with neurodegenerative disorders including Alzheimer's disease (AD), behavioral variant frontotemporal dementia, primary progressive aphasias, amyotrophic lateral sclerosis (ALS), corticobasal syndrome, primary supranuclear palsy, along with healthy controls. We identify significant inter-individual variability in overall CSF levels of brain-derived proteins, which could not be attributed to specific disease associations. Using linear modelling, we show that adjusting for median CSF levels of brain-derived proteins increases the diagnostic accuracy of proteins previously identified as altered in CSF in the context of neurodegenerative disorders. We further demonstrate a simplified approach for the adjustment using pairs of correlated proteins with opposite alteration in the diseases. With this approach, the proteins adjust for each other and further increase the biomarker performance through additive effect. When comparing the diseases, two proteins-neurofilament medium and myelin basic protein-showed increased levels in ALS compared to other diseases, and neurogranin showed a specific increase in AD. Several other proteins showed similar trends across the studied diseases, indicating that these proteins likely reflect shared processes related to neurodegeneration. Overall, our findings suggest that accounting for inter-individual variability is crucial in future studies to improve the identification and performance of relevant biomarkers. Importantly, we highlight the need for multi-disease studies to identify disease-specific biomarkers.
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Affiliation(s)
- Sára Mravinacová
- Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Sofia Bergström
- Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Jennie Olofsson
- Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | | | | | - Janine Diehl-Schmid
- Department of Psychiatry, Technical University of Munich, Munich, Germany
- Kbo-Inn-Salzach-Klinikum Gemeinnützige GmbH, Wasserburg Am Inn, Germany
| | | | - Klaus Fliessbach
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University of Bonn and DZNE Bonn, Bonn, Germany
| | - Holger Jahn
- Department of Psychiatry, University Hospital, Hamburg, Germany
| | - Johannes Kornhuber
- Department of Psychiatry, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen, Germany
| | | | - Martin Lauer
- Center for Mental Health, Department of Psychiatry, Psychosomatics and Psychotherapy, University Hospital Würzburg, Würzburg, Germany
| | - Johannes Levin
- Department of Neurology, LMU University Hospital, LMU Munich, Munich, Germany
- German Center for Neurodegenerative Diseases, Site Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Albert C Ludolph
- Department of Neurology, University Hospital Ulm (UKU), Ulm, Germany
- German Center for Neurodegenerative Diseases (DZNE E.V.), Ulm, Germany
| | - Johannes Prudlo
- Rostock University Medical Center and German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
| | - Anja Schneider
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University of Bonn and DZNE Bonn, Bonn, Germany
| | - Matthias L Schroeter
- Clinic for Cognitive Neurology, University Clinic Leipzig, and Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Jens Wiltfang
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, and DZNE, Goettingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Aveiro, Portugal
| | - Petra Steinacker
- Department of Neurology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Markus Otto
- Department of Neurology, University Hospital Ulm (UKU), Ulm, Germany
- Department of Neurology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Peter Nilsson
- Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Anna Månberg
- Department of Protein Science, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden.
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Cifuentes M, Vahid F, Devaux Y, Bohn T. Biomarkers of food intake and their relevance to metabolic syndrome. Food Funct 2024; 15:7271-7304. [PMID: 38904169 DOI: 10.1039/d4fo00721b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/22/2024]
Abstract
Metabolic syndrome (MetS) constitutes a prevalent risk factor associated with non communicable diseases such as cardiovascular disease and type 2 diabetes. A major factor impacting the etiology of MetS is diet. Dietary patterns and several individual food constituents have been related to the risk of developing MetS or have been proposed as adjuvant treatment. However, traditional methods of dietary assessment such as 24 h recalls rely greatly on intensive user-interaction and are subject to bias. Hence, more objective methods are required for unbiased dietary assessment and efficient prevention. While it is accepted that some dietary-derived constituents in blood plasma are indicators for certain dietary patterns, these may be too unstable (such as vitamin C as a marker for fruits/vegetables) or too broad (e.g. polyphenols for plant-based diets) or reflect too short-term intake only to allow for strong associations with prolonged intake of individual food groups. In the present manuscript, commonly employed biomarkers of intake including those related to specific food items (e.g. genistein for soybean or astaxanthin and EPA for fish intake) and novel emerging ones (e.g. stable isotopes for meat intake or microRNA for plant foods) are emphasized and their suitability as biomarker for food intake discussed. Promising alternatives to plasma measures (e.g. ethyl glucuronide in hair for ethanol intake) are also emphasized. As many biomarkers (i.e. secondary plant metabolites) are not limited to dietary assessment but are also capable of regulating e.g. anti-inflammatory and antioxidant pathways, special attention will be given to biomarkers presenting a double function to assess both dietary patterns and MetS risk.
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Affiliation(s)
- Miguel Cifuentes
- Luxembourg Institute of Health, Department of Precision Health, Strassen, Luxembourg.
- Doctoral School in Science and Engineering, University of Luxembourg, 2, Avenue de l'Université, 4365 Esch-sur-Alzette, Luxembourg
| | - Farhad Vahid
- Luxembourg Institute of Health, Department of Precision Health, Strassen, Luxembourg.
| | - Yvan Devaux
- Luxembourg Institute of Health, Department of Precision Health, Strassen, Luxembourg.
| | - Torsten Bohn
- Luxembourg Institute of Health, Department of Precision Health, Strassen, Luxembourg.
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3
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Lam GT, Martini C, Brooks T, Prabhakaran S, Hopkins AM, Ung BSY, Tang J, Caruso MC, Brooks RD, Johnson IRD, Sorvina A, Hickey SM, Karageorgos L, Klebe S, O’Leary JJ, Brooks DA, Logan JM. Insights into Melanoma Clinical Practice: A Perspective for Future Research. Cancers (Basel) 2023; 15:4631. [PMID: 37760601 PMCID: PMC10526186 DOI: 10.3390/cancers15184631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 08/30/2023] [Accepted: 09/18/2023] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND Early diagnosis is the key to improving outcomes for patients with melanoma, and this requires a standardized histological assessment approach. The objective of this survey was to understand the challenges faced by clinicians when assessing melanoma cases, and to provide a perspective for future studies. METHODS Between April 2022 and February 2023, national and international dermatologists, pathologists, general practitioners, and laboratory managers were invited to participate in a six-question online survey. The data from the survey were assessed using descriptive statistics and qualitative responses. RESULTS A total of 54 responses were received, with a 51.4% (n = 28) full completion rate. Of the respondents, 96.4% reported ambiguity in their monthly melanoma diagnosis, and 82.1% routinely requested immunohistochemistry (IHC) testing to confirm diagnosis. SOX10 was the most frequently requested marker, and most respondents preferred multiple markers over a single marker. Diagnostic and prognostic tests, as well as therapeutic options and patient management, were all identified as important areas for future research. CONCLUSIONS The respondents indicated that the use of multiple IHC markers is essential to facilitate diagnostic accuracy in melanoma assessment. Survey responses indicate there is an urgent need to develop new biomarkers for clinical decision making at multiple critical intervention points.
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Affiliation(s)
- Giang T. Lam
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA 5000, Australia
| | - Carmela Martini
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA 5000, Australia
| | - Tiffany Brooks
- Adelaide Medical School, University of Adelaide, North Terrace, Adelaide, SA 5000, Australia
- Aware Women’s Health Private Clinic, Adelaide, SA 5006, Australia
| | - Sarita Prabhakaran
- College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia
| | - Ashley M. Hopkins
- College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia
| | - Ben S.-Y. Ung
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA 5000, Australia
| | - Jingying Tang
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA 5000, Australia
| | - Maria C. Caruso
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA 5000, Australia
| | - Robert D. Brooks
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA 5000, Australia
| | - Ian R. D. Johnson
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA 5000, Australia
| | - Alexandra Sorvina
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA 5000, Australia
| | - Shane M. Hickey
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA 5000, Australia
| | - Litsa Karageorgos
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA 5000, Australia
| | - Sonja Klebe
- College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia
- Department of Surgical Pathology, SA Pathology at Flinders Medical Centre, Adelaide, SA 5042, Australia
| | - John J. O’Leary
- Department of Histopathology, Trinity College Dublin, D02 PN40 Dublin, Ireland
| | - Douglas A. Brooks
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA 5000, Australia
- Department of Histopathology, Trinity College Dublin, D02 PN40 Dublin, Ireland
| | - Jessica M. Logan
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA 5000, Australia
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Safarlou CW, Jongsma KR, Vermeulen R, Bredenoord AL. The ethical aspects of exposome research: a systematic review. EXPOSOME 2023; 3:osad004. [PMID: 37745046 PMCID: PMC7615114 DOI: 10.1093/exposome/osad004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 09/26/2023]
Abstract
In recent years, exposome research has been put forward as the next frontier for the study of human health and disease. Exposome research entails the analysis of the totality of environmental exposures and their corresponding biological responses within the human body. Increasingly, this is operationalized by big-data approaches to map the effects of internal as well as external exposures using smart sensors and multiomics technologies. However, the ethical implications of exposome research are still only rarely discussed in the literature. Therefore, we conducted a systematic review of the academic literature regarding both the exposome and underlying research fields and approaches, to map the ethical aspects that are relevant to exposome research. We identify five ethical themes that are prominent in ethics discussions: the goals of exposome research, its standards, its tools, how it relates to study participants, and the consequences of its products. Furthermore, we provide a number of general principles for how future ethics research can best make use of our comprehensive overview of the ethical aspects of exposome research. Lastly, we highlight three aspects of exposome research that are most in need of ethical reflection: the actionability of its findings, the epidemiological or clinical norms applicable to exposome research, and the meaning and action-implications of bias.
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Affiliation(s)
- Caspar W. Safarlou
- Department of Global Public Health and Bioethics, Julius Center for
Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The
Netherlands
| | - Karin R. Jongsma
- Department of Global Public Health and Bioethics, Julius Center for
Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The
Netherlands
| | - Roel Vermeulen
- Department of Global Public Health and Bioethics, Julius Center for
Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The
Netherlands
- Department of Population Health Sciences, Utrecht University,
Utrecht, The Netherlands
| | - Annelien L. Bredenoord
- Department of Global Public Health and Bioethics, Julius Center for
Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The
Netherlands
- Erasmus School of Philosophy, Erasmus University Rotterdam,
Rotterdam, The Netherlands
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5
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Lam GT, Prabhakaran S, Sorvina A, Martini C, Ung BSY, Karageorgos L, Hickey SM, Lazniewska J, Johnson IRD, Williams DB, Klebe S, Malone V, O'Leary JJ, Jackett L, Brooks DA, Logan JM. Pitfalls in Cutaneous Melanoma Diagnosis and the Need for New Reliable Markers. Mol Diagn Ther 2023; 27:49-60. [PMID: 36477449 DOI: 10.1007/s40291-022-00628-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/09/2022] [Indexed: 12/12/2022]
Abstract
Cutaneous melanoma is one of the most aggressive forms of skin cancer, with the development of advanced stage disease resulting in a high rate of patient mortality. Accurate diagnosis of melanoma at an early stage is essential to improve patient outcomes, as this enables treatment before the cancer has metastasised. Histopathologic analysis is the current gold standard for melanoma diagnosis, but this can be subjective due to discordance in interpreting the morphological heterogeneity in melanoma and other skin lesions. Immunohistochemistry (IHC) is sometimes employed as an adjunct to conventional histology, but it remains occasionally difficult to distinguish some benign melanocytic lesions and melanoma. Importantly, the complex morphology and lack of specific biomarkers that identify key elements of melanoma pathogenesis can make an accurate confirmation of diagnosis challenging. We review the diagnostic constraints of melanoma heterogeneity and discuss issues with interpreting routine histology and problems with current melanoma markers. Innovative approaches are required to find effective biomarkers to enhance patient management.
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Affiliation(s)
- Giang T Lam
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA, Australia
| | - Sarita Prabhakaran
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA, Australia.,Department of Anatomical Pathology, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Alexandra Sorvina
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA, Australia
| | - Carmela Martini
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA, Australia
| | - Ben S-Y Ung
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA, Australia
| | - Litsa Karageorgos
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA, Australia
| | - Shane M Hickey
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA, Australia
| | - Joanna Lazniewska
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA, Australia
| | - Ian R D Johnson
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA, Australia
| | - Desmond B Williams
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA, Australia
| | - Sonja Klebe
- Department of Anatomical Pathology, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia.,Department of Surgical Pathology, SA Pathology at Flinders Medical Centre, Adelaide, SA, Australia
| | - Victoria Malone
- Department of Pathology, The Coombe Women and Infants University Hospital, Dublin, Ireland
| | - John J O'Leary
- Department of Histopathology, Trinity College Dublin, Dublin, Ireland
| | - Louise Jackett
- Department of Anatomical Pathology, Austin Health, Melbourne, VIC, Australia
| | - Doug A Brooks
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA, Australia
| | - Jessica M Logan
- Clinical and Health Sciences, University of South Australia, North Terrace, Adelaide, SA, Australia.
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6
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DeLouize AM, Eick G, Karam SD, Snodgrass JJ. Current and future applications of biomarkers in samples collected through minimally invasive methods for cancer medicine and population-based research. Am J Hum Biol 2022; 34:e23665. [PMID: 34374148 PMCID: PMC9894104 DOI: 10.1002/ajhb.23665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 07/27/2021] [Accepted: 07/28/2021] [Indexed: 02/04/2023] Open
Abstract
Despite advances in cancer medicine and research, invasive and potentially risky procedures such as biopsies, venous blood tests, imaging, colonoscopy, and pap smear tests are still primarily used for screening, staging, and assessing response to therapy. The development and interdisciplinary use of biomarkers from urine, feces, saliva, scent, and capillary blood collected with minimally invasive methods represents a potential opportunity for integration with biomarker analysis for cancers, both in clinical practice (e.g., in screening, treatment, and disease monitoring, and improved quality of life for patients) and population-based research (e.g., in epidemiology/public health, studies of social and environmental determinants, and evolutionary medicine). In this article, we review the scientific rationale, benefits, challenges, and potential opportunities for measuring cancer-related biomarkers in samples collected through minimally invasive methods.
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Affiliation(s)
| | - Geeta Eick
- Department of Anthropology, University of Oregon, Eugene, Oregon, USA
| | - Sana D. Karam
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - J. Josh Snodgrass
- Department of Anthropology, University of Oregon, Eugene, Oregon, USA
- Center for Global Health, University of Oregon, Eugene, Oregon, USA
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7
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Couckuyt A, Seurinck R, Emmaneel A, Quintelier K, Novak D, Van Gassen S, Saeys Y. Challenges in translational machine learning. Hum Genet 2022; 141:1451-1466. [PMID: 35246744 PMCID: PMC8896412 DOI: 10.1007/s00439-022-02439-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Accepted: 02/08/2022] [Indexed: 11/25/2022]
Abstract
Machine learning (ML) algorithms are increasingly being used to help implement clinical decision support systems. In this new field, we define as "translational machine learning", joint efforts and strong communication between data scientists and clinicians help to span the gap between ML and its adoption in the clinic. These collaborations also improve interpretability and trust in translational ML methods and ultimately aim to result in generalizable and reproducible models. To help clinicians and bioinformaticians refine their translational ML pipelines, we review the steps from model building to the use of ML in the clinic. We discuss experimental setup, computational analysis, interpretability and reproducibility, and emphasize the challenges involved. We highly advise collaboration and data sharing between consortia and institutes to build multi-centric cohorts that facilitate ML methodologies that generalize across centers. In the end, we hope that this review provides a way to streamline translational ML and helps to tackle the challenges that come with it.
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Affiliation(s)
- Artuur Couckuyt
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Gent, Belgium
- Data Mining and Modeling for Biomedicine, VIB-UGent Center for Inflammation Research, Gent, Belgium
| | - Ruth Seurinck
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Gent, Belgium
- Data Mining and Modeling for Biomedicine, VIB-UGent Center for Inflammation Research, Gent, Belgium
| | - Annelies Emmaneel
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Gent, Belgium
- Data Mining and Modeling for Biomedicine, VIB-UGent Center for Inflammation Research, Gent, Belgium
| | - Katrien Quintelier
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Gent, Belgium
- Data Mining and Modeling for Biomedicine, VIB-UGent Center for Inflammation Research, Gent, Belgium
- Department of Pulmonary Diseases, Erasmus MC, Rotterdam, The Netherlands
| | - David Novak
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Gent, Belgium
- Data Mining and Modeling for Biomedicine, VIB-UGent Center for Inflammation Research, Gent, Belgium
| | - Sofie Van Gassen
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Gent, Belgium
- Data Mining and Modeling for Biomedicine, VIB-UGent Center for Inflammation Research, Gent, Belgium
| | - Yvan Saeys
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Gent, Belgium.
- Data Mining and Modeling for Biomedicine, VIB-UGent Center for Inflammation Research, Gent, Belgium.
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8
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DNA Methylation Biomarkers for Prediction of Response to Platinum-Based Chemotherapy: Where Do We Stand? Cancers (Basel) 2022; 14:cancers14122918. [PMID: 35740584 PMCID: PMC9221086 DOI: 10.3390/cancers14122918] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 06/10/2022] [Accepted: 06/11/2022] [Indexed: 02/01/2023] Open
Abstract
Simple Summary Platinum-based agents are one of the most widely used chemotherapy drugs for various types of cancer. However, one of the main challenges in the application of platinum drugs is resistance, which is currently being widely investigated. Epigenetic DNA methylation-based biomarkers are promising to aid in the selection of patients, helping to foresee their platinum therapy response in advance. These biomarkers enable minimally invasive patient sample collection, short analysis, and good sensitivity. Hence, improved methodologies for the detection and quantification of DNA methylation biomarkers will facilitate their use in the choice of an optimal treatment strategy. Abstract Platinum-based chemotherapy is routinely used for the treatment of several cancers. Despite all the advances made in cancer research regarding this therapy and its mechanisms of action, tumor resistance remains a major concern, limiting its effectiveness. DNA methylation-based biomarkers may assist in the selection of patients that may benefit (or not) from this type of treatment and provide new targets to circumvent platinum chemoresistance, namely, through demethylating agents. We performed a systematic search of studies on biomarkers that might be predictive of platinum-based chemotherapy resistance, including in vitro and in vivo pre-clinical models and clinical studies using patient samples. DNA methylation biomarkers predictive of response to platinum remain mostly unexplored but seem promising in assisting clinicians in the generation of more personalized follow-up and treatment strategies. Improved methodologies for their detection and quantification, including non-invasively in liquid biopsies, are additional attractive features that can bring these biomarkers into clinical practice, fostering precision medicine.
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9
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Ueda M, Tsuchiya KJ, Yaguchi C, Furuta-Isomura N, Horikoshi Y, Matsumoto M, Suzuki M, Oda T, Kawai K, Itoh T, Matsuya M, Narumi M, Kohmura-Kobayashi Y, Tamura N, Uchida T, Itoh H. Placental pathology predicts infantile neurodevelopment. Sci Rep 2022; 12:2578. [PMID: 35173199 PMCID: PMC8850429 DOI: 10.1038/s41598-022-06300-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 01/27/2022] [Indexed: 02/05/2023] Open
Abstract
The aim of present study was to investigate the association of placental pathological findings with infantile neurodevelopment during the early 40 months of life. 258 singleton infants were enrolled in the Hamamatsu Birth Cohort for Mothers and Children (HBC Study) whose placentas were saved in our pathological division. To assess the infantile neurodevelopment, we used Mullen Scales of Early Learning (gross motor, visual reception, fine motor, receptive language, expressive language) at 10, 14, 18, 24, 32, and 40 months. For obtaining placental blocks, we carried out random sampling and assessed eleven pathological findings using mixed modeling identified ‘Accelerated villous maturation’, ‘Maternal vascular malperfusion’, and ‘Delayed villous maturation’ as significant predictors of the relatively lower MSEL composite scores in the neurodevelopmental milestones by Mullen Scales of Early Learning. On the other hand, ‘Avascular villi’, ‘Thrombosis or Intramural fibrin deposition’, ‘Fetal vascular malperfusion’, and ‘Fetal inflammatory response’ were significant predictors of the relatively higher MSEL composite scores in the neurodevelopmental milestones by Mullen Scales of Early Learning. In conclusion, the present study is the first to report that some placental pathological findings are bidirectionally associated with the progression of infantile neurodevelopment during 10–40 months of age.
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Affiliation(s)
- Megumi Ueda
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Kenji J Tsuchiya
- Research Center for Child Mental Development, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Chizuko Yaguchi
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan.
| | - Naomi Furuta-Isomura
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Yoshimasa Horikoshi
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Masako Matsumoto
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Misako Suzuki
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Tomoaki Oda
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Kenta Kawai
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Toshiya Itoh
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Madoka Matsuya
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Megumi Narumi
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Yukiko Kohmura-Kobayashi
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Naoaki Tamura
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Toshiyuki Uchida
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Hiroaki Itoh
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine, Hamamatsu, Japan
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10
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Urine LOX-1 and Volatilome as Promising Tools towards the Early Detection of Renal Cancer. Cancers (Basel) 2021; 13:cancers13164213. [PMID: 34439368 PMCID: PMC8393749 DOI: 10.3390/cancers13164213] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 08/17/2021] [Accepted: 08/19/2021] [Indexed: 01/11/2023] Open
Abstract
Simple Summary Renal cell carcinoma (RCC) is often late diagnosed at an advanced stage, worsening the prognosis of the patients. Thus, an early marker is desirable. This paper presents an innovative combined approach useful to identify, for the first time, the presence of LOX-1 protein within the urine of clear cell RCC patients. The LOX-1 protein is related to metabolic disorder-associated carcinogenesis and is shown to be quantitatively correlated to tumor grade and stage. The analysis of volatile compounds released by urine shows the diagnostic potentialities of volatilome and indicates that at least one volatile compound is correlated with both LOX-1 and cancer. In this work, we propose the potential use of a noninvasive approach that enables an early, routine ccRCC diagnosis and leads to a better management of the patients. Abstract Renal cell carcinoma (RCC) represents around 3% of all cancers, within which clear cell RCC (ccRCC) are the most common type (70–75%). The RCC disease regularly progresses asymptomatically and upon presentation is recurrently metastatic, therefore, an early method of detection is necessary. The identification of one or more specific biomarkers measurable in biofluids (i.e., urine) by combined approaches could surely be appropriate for this kind of cancer, especially due to easy obtainability by noninvasive method. OLR1 is a metabolic gene that encodes for the Lectin-like oxidized low-density lipoprotein receptor-1 (LOX-1), implicated in inflammation, atherosclerosis, ROS, and metabolic disorder-associated carcinogenesis. Specifically, LOX-1 is clearly involved in tumor insurgence and progression of different human cancers. This work reports for the first time the presence of LOX-1 protein in ccRCC urine and its peculiar distribution in tumoral tissues. The urine samples headspace has also been analyzed for the presence of the volatile compounds (VOCs) by SPME-GC/MS and gas sensor array. In particular, it was found by GC/MS analysis that 2-Cyclohexen-1-one,3-methyl-6-(1-methylethyl)- correlates with LOX-1 concentration in urine. The combined approach of VOCs analysis and protein quantification could lead to promising results in terms of diagnostic and prognostic potential for ccRCC tumors.
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Tracz J, Luczak M. Applying Proteomics and Integrative "Omics" Strategies to Decipher the Chronic Kidney Disease-Related Atherosclerosis. Int J Mol Sci 2021; 22:7492. [PMID: 34299112 PMCID: PMC8305100 DOI: 10.3390/ijms22147492] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 07/06/2021] [Accepted: 07/08/2021] [Indexed: 02/07/2023] Open
Abstract
Patients with chronic kidney disease (CKD) are at increased risk of atherosclerosis and premature mortality, mainly due to cardiovascular events. However, well-known risk factors, which promote "classical" atherosclerosis are alone insufficient to explain the high prevalence of atherosclerosis-related to CKD (CKD-A). The complexity of the molecular mechanisms underlying the acceleration of CKD-A is still to be defied. To obtain a holistic picture of these changes, comprehensive proteomic approaches have been developed including global protein profiling followed by functional bioinformatics analyses of dysregulated pathways. Furthermore, proteomics surveys in combination with other "omics" techniques, i.e., transcriptomics and metabolomics as well as physiological assays provide a solid ground for interpretation of observed phenomena in the context of disease pathology. This review discusses the comprehensive application of various "omics" approaches, with emphasis on proteomics, to tackle the molecular mechanisms underlying CKD-A progression. We summarize here the recent findings derived from global proteomic approaches and underline the potential of utilizing integrative systems biology, to gain a deeper insight into the pathogenesis of CKD-A and other disorders.
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Affiliation(s)
| | - Magdalena Luczak
- European Centre for Bioinformatics and Genomics, Institute of Bioorganic Chemistry, Polish Academy of Sciences, 61-704 Poznan, Poland;
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Zorzetti N, D'Andrea V, Lauro A. Proteomic biomarkers in short bowel syndrome : are we ready to use them in clinical activity? Expert Rev Proteomics 2021; 18:285-293. [PMID: 33910424 DOI: 10.1080/14789450.2021.1924063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Introduction: Short bowel syndrome (SBS) is a clinical condition that can affect childhood and adult patients. Biomarker research is expected to be a new frontier in the clinical application, helpful for patients and health-care systems.Areas covered: SBS is usually a consequence of a massive intestinal resection that leads to an intestinal failure because of the reduction of absorptive surface, bacterial overgrowth, and faster intestinal transit. This new condition requires a multidisciplinary expertise to achieve again digestive autonomy. Parental nutrition (PN) supports nutritional status in SBS patients while the new guidelines on intestinal transplantation confirm its strict indication only for patients at actual risk of death on PN. A PubMed literature review from the 1980s up to date was performed, highlighting proteomic biomarkers and growth factor therapies that have shown so far promising results in SBS patients.Expert opinion: Apart from a few specific biomarkers and growth factors, the discovery of specific molecular events is currently under investigation of the proteomic analysis and could potentially represent fundamental, future changes in prevention, diagnosis, therapeutic management, and experimental practices in SBS.
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Affiliation(s)
- Noemi Zorzetti
- Department of General Surgery, "Ospedale Civile Umberto I", Lugo, Ravenna, Italy
| | - Vito D'Andrea
- Department of Surgical Sciences, La Sapienza University, Rome, Italy
| | - Augusto Lauro
- Department of Surgical Sciences, La Sapienza University, Rome, Italy
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Saleh M, Chandrashekar DS, Shahin S, Agarwal S, Kim HG, Behring M, Shaikh AJ, Moloo Z, Eltoum IEA, Yates C, Varambally S, Manne U. Comparative analysis of triple-negative breast cancer transcriptomics of Kenyan, African American and Caucasian Women. Transl Oncol 2021; 14:101086. [PMID: 33839593 PMCID: PMC8058567 DOI: 10.1016/j.tranon.2021.101086] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Revised: 03/04/2021] [Accepted: 03/23/2021] [Indexed: 12/17/2022] Open
Abstract
The current study determined the molecular fingerprints of TNBCs of women from kenya (KE) and compared them with those of African–American (AA) and Caucasian (CA) women. RNA sequencing analysis highlights the role of molecular alterations in TNBCs and the potential benefit of targeting pathways in this disease for the KE population as compared to AAs and CAs. The dysregulated genes and signaling pathways could contributes to the aggressive phenotypes of TNBCs of KE women.
Purpose : Triple-negative breast cancer (TNBC) patients of various ethnic groups often have discrete clinical presentations and outcomes. Women of African descent have a disproportionately higher chance of developing TNBCs. The aim of the current study was to establish the transcriptome of TNBCs from Kenyan (KE) women of Bantu origin and compare it to those TNBCs of African-Americans (AA) and Caucasians (CA) for identifying KE TNBC-specific molecular determinants of cancer progression and potential biomarkers of clinical outcomes. Patients and Methods : Pathology-confirmed TNBC tissues from Kenyan women of Bantu origin (n = 15) and age and stage range matched AA (n = 19) and CA (n = 23) TNBCs of patients from Alabama were included in this study. RNA was isolated from paraffin-embedded tissues, and expression was analyzed by RNA sequencing. Results : At clinical presentation, young KE TNBC patients have tumors of higher stages. Differential expression analysis identified 160 up-regulated and 178 down-regulated genes in KE TNBCs compared to AA and CA TNBCs. Validation analyses of the TCGA breast cancer data identified 45 KE TNBC-specific genes that are involved in the apoptosis (ACTC1, ERCC6 and CD14), cell proliferation (UHRF2, KDM4C, UHMK1, KCNH5, KRT18, CSF1R and S100A13), and Wnt signaling (BCL9L) pathways. Conclusions : In this study, we identified biomarkers that are specific for KE TNBC patients of Bantu origin. Further study with a larger sample size of matched tumors could confirm our findings. If biologically confirmed, these molecular determinants could have clinical and biological implications and serve as targets for development of personalized therapeutics for KE TNBC patients.
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Affiliation(s)
- Mansoor Saleh
- Department of Medicine, University of Alabama at Birmingham, Birmingham 35233, AL, United States; Department of Hematology-Oncology, the Aga Khan University, Nairobi, Kenya; O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham 35233, AL, United States
| | | | - Sayed Shahin
- Department of Pathology, the Aga Khan University, Nairobi, Kenya
| | - Sumit Agarwal
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Hyung-Gyoon Kim
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Michael Behring
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, United States
| | | | - Zahir Moloo
- Department of Pathology, the Aga Khan University, Nairobi, Kenya
| | - Isam-Eldin A Eltoum
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Clayton Yates
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, United States; Department of Biology & Center for Cancer Research, Tuskegee University, Tuskegee, AL, United States
| | - Sooryanarayana Varambally
- O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham 35233, AL, United States; Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Upender Manne
- O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham 35233, AL, United States; Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, United States.
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Mann SP, Treit PV, Geyer PE, Omenn GS, Mann M. Ethical Principles, Constraints and Opportunities in Clinical Proteomics. Mol Cell Proteomics 2021; 20:100046. [PMID: 33453411 PMCID: PMC7950205 DOI: 10.1016/j.mcpro.2021.100046] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 01/04/2021] [Indexed: 12/11/2022] Open
Abstract
Recent advances in mass spectrometry (MS)-based proteomics have vastly increased the quality and scope of biological information that can be derived from human samples. These advances have rendered current workflows increasingly applicable in biomedical and clinical contexts. As proteomics is poised to take an important role in the clinic, associated ethical responsibilities increase in tandem with impacts on the health, privacy, and wellbeing of individuals. We conducted and here report a systematic literature review of ethical issues in clinical proteomics. We add our perspectives from a background of bioethics, the results of our accompanying paper extracting individual-sensitive results from patient samples, and the literature addressing similar issues in genomics. The spectrum of potential issues ranges from patient re-identification to incidental findings of clinical significance. The latter can be divided into actionable and unactionable findings. Some of these have the potential to be employed in discriminatory or privacy-infringing ways. However, incidental findings may also have great positive potential. A plasma proteome profile, for instance, could inform on the general health or disease status of an individual regardless of the narrow diagnostic question that prompted it. We suggest that early discussion of ethical issues in clinical proteomics can ensure that eventual healthcare practices and regulations reflect the considered judgment of the community and anticipate opportunities and problems that may arise as the technology matures.
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Affiliation(s)
- Sebastian Porsdam Mann
- Department of Media, Cognition and Communication, University of Copenhagen, Copenhagen, Denmark; Uehiro Center for Practical Ethics, University of Oxford, Oxford, UK; New address: Faculty of Law, University of Oxford, Oxford, UK.
| | - Peter V Treit
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Philipp E Geyer
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany; NNF Center for Protein Research, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark; New address: OmicEra Diagnostics GmbH, Planegg, Germany
| | - Gilbert S Omenn
- Departments of Computational Medicine & Bioinformatics, Internal Medicine, Human Genetics, and School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Matthias Mann
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany; NNF Center for Protein Research, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark.
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Zhang J, Wang Y, Zhao T, Li Y, Tian L, Zhao J, Zhang J. Evaluation of serum MUC5AC in combination with CA19-9 for the diagnosis of pancreatic cancer. World J Surg Oncol 2020; 18:31. [PMID: 32028958 PMCID: PMC7006398 DOI: 10.1186/s12957-020-1809-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2019] [Accepted: 01/28/2020] [Indexed: 12/15/2022] Open
Abstract
Background Pancreatic cancer (PC) is a highly aggressive tumor with a poor prognosis that lacks specific diagnostic markers. Mucin 5AC (MUC5AC) is a member of the mucin family, a heterogeneous group of high molecular weight, heavily glycosylated proteins that could be either membrane-bound or secreted. This multi-central study is to evaluate the performance of serum MUC5AC in combination with carbohydrate antigen 19-9 (CA19-9) for the diagnosis of PC in Asian. Methods Sixty-one patients with PC (comprised of early pancreatic cancer [n = 30] and late pancreatic cancer [n = 31] patients), 29 benign control, 35 choledocholithiasis, 25 chronic pancreatitis, and 34 healthy controls, were recruited from two hospitals. Serum levels of MUC5AC were evaluated by commercial ELISA kits. CA19-9 was measured by chemiluminescence immunoassay. The cutoff value of MUC5AC was determined based on optimal sensitivity and specificity. Results Serum MUC5AC in patients with PC (210.1 [100.5–423.8] ng/mL) presented higher levels than those in controls. The combined biomarker panel (MUC5AC and CA19-9) presented better performance and improved specificity to differentiate PC from controls (AUC 0.894; 95% CI (0.844–0.943), sensitivity 0.738, specificity 0.886) than CA19-9 (p = 0.043) or MUC5AC alone (p = 0.010); however, the latter two had no difference (p = 0.824). Conclusions Serum MUC5AC is a potential biomarker for PC. The combination with CA19-9 presents improved specificity and better performance.
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Affiliation(s)
- Jiayu Zhang
- Department of Gastrointestinal and Colorectal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Yue Wang
- Department of Hepatology, The Fifth People's Hospital of Suzhou, Suzhou, China
| | - Tiancheng Zhao
- Department of Endoscopy Center, China-Japan Union Hospital of Jilin University, Changchun, China.
| | - Yezhou Li
- Department of Vascular Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Leilei Tian
- Operating Room, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Jinming Zhao
- Department of Gastrointestinal and Colorectal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Jingxin Zhang
- Department of General Surgery, Affiliated People's Hospital of Jiangsu University, Zhenjiang, China
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Placental pathology predicts infantile physical development during first 18 months in Japanese population: Hamamatsu birth cohort for mothers and children (HBC Study). PLoS One 2018; 13:e0194988. [PMID: 29634735 PMCID: PMC5892873 DOI: 10.1371/journal.pone.0194988] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 03/14/2018] [Indexed: 11/19/2022] Open
Abstract
The present study aimed to investigate the relationship between placental pathological findings and physiological development during the neonate and infantile periods. Study participants were 258 infants from singleton pregnancies enrolled in the Hamamatsu Birth Cohort for Mothers and Children (HBC Study) whose placentas were stored in our pathological division. They were followed up from birth to 18 months of age. Physiological development (body weight and the ponderal index [PI]) was assessed at 0, 1, 4, 6, 10, 14, and 18 months. Placental blocks were prepared by random sampling and eleven pathological findings were assessed, as follows: 'Accelerated villous maturation', 'Decidual vasculopathy', 'Thrombosis or Intramural fibrin deposition', 'Avascular villi', 'Delayed villous maturation', 'Maternal inflammatory response', 'Fetal inflammatory response', 'Villitis of unknown etiology (VUE)', 'Deciduitis', 'Maternal vascular malperfusion', and 'Fetal vascular malperfusion'. Mixed model analysis with the use of the xtmixed command by the generic statistical software, Stata version 13.1., identified 'Accelerated villous maturation' and 'Maternal vascular malperfusion' as significant predictors of a lower body weight and 'Deciduitis' as a significant predictor of a small PI, throughout the first 18 months of life. In conclusion, the present study is the first to demonstrate that some pathological findings of the placenta are associated with changes in infantile physical development during the initial 18 months of life in the Japanese population.
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Aguirre-Guillén WA, Angeles-Floriano T, López-Martínez B, Reyes-Morales H, Zlotnik A, Valle-Rios R. Omics techniques and biobanks to find new biomarkers for the early detection of acute lymphoblastic leukemia in middle-income countries: a perspective from Mexico. BOLETIN MEDICO DEL HOSPITAL INFANTIL DE MEXICO 2018; 74:227-232. [PMID: 29382491 DOI: 10.1016/j.bmhimx.2017.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Accepted: 03/17/2017] [Indexed: 10/19/2022] Open
Abstract
Acute lymphoblastic leukemia (ALL) affects the quality of life of many children in the world and particularly in Mexico, where a high incidence has been reported. With a proper financial investment and with well-organized institutions caring for those patients, together with solid platforms to perform high-throughput analyses, we propose the creation of a Mexican repository system of serum and cells from bone marrow and blood samples derived from tissues of pediatric patients with ALL diagnosis. This resource, in combination with omics technologies, particularly proteomics and metabolomics, would allow longitudinal studies, offering an opportunity to design and apply personalized ALL treatments. Importantly, it would accelerate the development of translational science and will lead us to further discoveries, including the identification of new biomarkers for the early detection of leukemia.
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Affiliation(s)
- William Alejandro Aguirre-Guillén
- Laboratorio de Investigación en Inmunología y Proteómica, Hospital Infantil de México Federico Gómez, Mexico City, Mexico; Unidad Biológica y de Ciencias de la Salud, Universidad Autónoma Metropolitana, Mexico City, Mexico
| | - Tania Angeles-Floriano
- Laboratorio de Investigación en Inmunología y Proteómica, Hospital Infantil de México Federico Gómez, Mexico City, Mexico; Departamento de Laboratorio Clínico, Hospital Infantil de México Federico Gómez, Mexico City, Mexico
| | - Briceida López-Martínez
- Sub-Dirección de Diagnóstico Clínico, Hospital Infantil de México Federico Gómez, Mexico City, Mexico
| | - Hortensia Reyes-Morales
- Departamento de Investigación, Hospital Infantil de México Federico Gómez, Mexico City, Mexico
| | - Albert Zlotnik
- Department of Physiology and Biophysics and Institute for Immunology, University of California Irvine, Irvine, CA, USA
| | - Ricardo Valle-Rios
- Laboratorio de Investigación en Inmunología y Proteómica, Hospital Infantil de México Federico Gómez, Mexico City, Mexico; Unidad de investigación Escuela de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico.
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Quansah E, McGregor NW. Towards diversity in genomics: The emergence of neurogenomics in Africa? Genomics 2018; 110:1-9. [PMID: 28774809 DOI: 10.1016/j.ygeno.2017.07.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Revised: 07/24/2017] [Accepted: 07/30/2017] [Indexed: 12/11/2022]
Abstract
There is a high burden of mental and neurological disorders in Africa. Nevertheless, there appears to be an under-representation of African ancestry populations in large-scale genomic studies. Here, we evaluated the extent of under-representation of Africans in neurogenomic studies in the GWAS Catalog. We found 569 neurogenomic studies, of which 88.9% were exclusively focused on people with European ancestry and the remaining 11.1% having African ancestry cases included. In terms of population, only 1.2% of the total populations involved in these 569 GWAS studies were of African descent. Further, most of the individuals in the African ancestry category were identified to be African-Americans/Afro-Caribbeans, highlighting the huge under-representation of homogenous African populations in large-scale neurogenomic studies. Efforts geared at establishing strong collaborative ties with European/American researchers, maintaining freely accessible biobanks and establishing comprehensive African genome data repositories to track African genome variations are critical for propelling neurogenomics/precision medicine in Africa.
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Affiliation(s)
- Emmanuel Quansah
- Pharmacology, Faculty of Health and Life Sciences, De Montfort University, Leicester LE1 9BH, UK.
| | - Nathaniel W McGregor
- Department of Genetics, Stellenbosch University, Stellenbosch, South Africa; Department of Psychiatry, Stellenbosch University, Tygerberg Medical Campus, Tygerberg, South Africa.
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Abstract
PURPOSE OF REVIEW HIV-infected individuals have improved access to antiretroviral therapy. This has resulted in a shift in causes of mortality from infectious diseases to noncommunicable diseases including cardiovascular disease, chronic kidney disease (CKD) and malignancies. This review will look at the epidemiological shift, risk factors for the development of these diseases and examine some of the supporting laboratory diagnostic testing, which may be required. RECENT FINDINGS Risk factors for the development of these diseases in HIV-infected patients include underlying genetic predisposition, lifestyle risk factors, chronic inflammation as a consequence of HIV infection, the presence and persistence of opportunistic infections and in some cases, highly active antiretroviral therapy, itself. Morbidity and mortality from HIV-associated conditions are increasing in low-income and middle-income countries (LMICs) with increased prevalence of HIV-associated cancers, cardiovascular disease and CKD. SUMMARY Management of these conditions in LMICs requires an integrated pathology solution that will enable early screening, diagnosis and monitoring.
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Direct protein quantification in complex sample solutions by surface-engineered nanorod probes. Sci Rep 2017; 7:4752. [PMID: 28684848 PMCID: PMC5500566 DOI: 10.1038/s41598-017-04970-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Accepted: 06/05/2017] [Indexed: 01/17/2023] Open
Abstract
Detecting biomarkers from complex sample solutions is the key objective of molecular diagnostics. Being able to do so in a simple approach that does not require laborious sample preparation, sophisticated equipment and trained staff is vital for point-of-care applications. Here, we report on the specific detection of the breast cancer biomarker sHER2 directly from serum and saliva samples by a nanorod-based homogeneous biosensing approach, which is easy to operate as it only requires mixing of the samples with the nanorod probes. By careful nanorod surface engineering and homogeneous assay design, we demonstrate that the formation of a protein corona around the nanoparticles does not limit the applicability of our detection method, but on the contrary enables us to conduct in-situ reference measurements, thus further strengthening the point-of-care applicability of our method. Making use of sandwich assays on top of the nanorods, we obtain a limit of detection of 110 pM and 470 pM in 10-fold diluted spiked saliva and serum samples, respectively. In conclusion, our results open up numerous applications in direct protein biomarker quantification, specifically in point-of-care settings where resources are limited and ease-of-use is of essence.
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Mayne ES, Croxton T, Abimiku A, Joloba M, Kyobe S, Beiswanger CM, Wideroff L, Guyer M, Troyer J, Kader M, H3Africa Biorepository Working Grou. Genes for Life: Biobanking for Genetic Research in Africa. Biopreserv Biobank 2017. [PMCID: PMC5397245 DOI: 10.1089/bio.2017.0007] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Affiliation(s)
- Elizabeth Sarah Mayne
- Department of Molecular Medicine and Haemotology, University of the Witwatersrand, National Health Laboratory Service, Johannesburg, South Africa
| | - Talishiea Croxton
- Institute of Human Virology-Nigeria, Abuja, Nigeria
- University of Maryland, College Park, Maryland
| | - Alash'le Abimiku
- Institute of Human Virology-Nigeria, Abuja, Nigeria
- University of Maryland, College Park, Maryland
| | | | | | | | | | - Mark Guyer
- National Institutes of Health, Bethesda, Maryland
| | | | - Mukthar Kader
- Clinical Laboratory Services, University of the Witwatersrand, Johannesburg, South Africa
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Croxton T, Swanepoel C, Musinguzi H, Kader M, Ozumba P, Pillay AD, Syed R, Swartz G, Kyobe S, Lwanga N, Katabazi FA, Edgar K, Ndidi A, Jonathan E, Onyemata E, Isaacs S, Mayne ES, Joloba M, Jentsch U, Abayomi A, Abimiku A, Troyer J, Penno S, H3Africa Biorepository PI Committee. Lessons Learned from Biospecimen Shipping Among the Human Heredity and Health in Africa Biorepositories. Biopreserv Biobank 2017. [DOI: 10.1089/bio.2017.0009] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Affiliation(s)
- Talishiea Croxton
- Clinical Laboratory Department, Institute of Human Virology-Nigeria, Abuja, Nigeria
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, Maryland
| | - Carmen Swanepoel
- Division of Haematology, National Health Laboratory Services (NHLS), Tygerberg Hospital, Cape Town, South Africa
- Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - Henry Musinguzi
- Department of Medical Microbiology, Makerere University College of Health Sciences, Kampala, Uganda
| | - Mukthar Kader
- Clinical Laboratory Services-Wits Health Consortium, Johannesburg, South Africa
| | - Petronilla Ozumba
- Clinical Laboratory Department, Institute of Human Virology-Nigeria, Abuja, Nigeria
| | - Azure-Dee Pillay
- Clinical Laboratory Services-Wits Health Consortium, Johannesburg, South Africa
| | - Raeesa Syed
- Clinical Laboratory Services-Wits Health Consortium, Johannesburg, South Africa
| | - Garth Swartz
- Clinical Laboratory Services-Wits Health Consortium, Johannesburg, South Africa
| | - Samuel Kyobe
- Department of Medical Microbiology, Makerere University College of Health Sciences, Kampala, Uganda
| | - Newton Lwanga
- Department of Medical Microbiology, Makerere University College of Health Sciences, Kampala, Uganda
| | - Fred Ashaba Katabazi
- Department of Medical Microbiology, Makerere University College of Health Sciences, Kampala, Uganda
| | - Kigozi Edgar
- Department of Medical Microbiology, Makerere University College of Health Sciences, Kampala, Uganda
| | - Agala Ndidi
- Clinical Laboratory Department, Institute of Human Virology-Nigeria, Abuja, Nigeria
| | - Emmanuel Jonathan
- Clinical Laboratory Department, Institute of Human Virology-Nigeria, Abuja, Nigeria
| | - Enzenwa Onyemata
- Clinical Laboratory Department, Institute of Human Virology-Nigeria, Abuja, Nigeria
| | - Shafieka Isaacs
- Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | | | - Moses Joloba
- Department of Medical Microbiology, Makerere University College of Health Sciences, Kampala, Uganda
| | - Ute Jentsch
- Clinical Laboratory Services-Wits Health Consortium, Johannesburg, South Africa
| | - Akin Abayomi
- Division of Haematology, National Health Laboratory Services (NHLS), Tygerberg Hospital, Cape Town, South Africa
- Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - Alash'le Abimiku
- Clinical Laboratory Department, Institute of Human Virology-Nigeria, Abuja, Nigeria
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, Maryland
| | - Jennifer Troyer
- National Human Genome Research Institute, National Institutes of Health and Human Services, Bethesda, Maryland
| | - Sue Penno
- National Human Genome Research Institute, National Institutes of Health and Human Services, Bethesda, Maryland
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Yang B, Zou Q, Lin L, Li L, Zuo Y, Li Y. Synthesis and characterization of fluorescein-grafted polyurethane for potential application in biomedical tracing. J Biomater Appl 2016; 31:901-910. [PMID: 27932701 DOI: 10.1177/0885328216681893] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Redesigned multifunctional biopolymers represent a novel building bridge for interdisciplinary collaborations in biomaterials development. We prepared fluorescein-grafted polyurethane scaffolds (PU-C1, PU-C5, and PU-B1) to meet both clinical needs and biological safety evaluations, using different contents of calcein and different synthesis procedures for potential biomedical tracing. X-ray diffraction, infrared, X-ray photoelectron spectroscopy, nuclear magnetic resonance, scanning electron microscopy, and light microscopy were used to analyze the composition and structure of polyurethanes, as well as to observe their morphology with and without biomarkers. Fluorescence spectrophotometer and fluorescence microscopy were used to detect the fluorescence characteristics. The results showed that the grafting of calcein significantly affected the chemical structure and fluorescence sensitivities of copolymers. When compared to calcein, which was added before synthesis (PU-C1), the marker that was added during the extender process (PU-B1) presented higher fluorescence efficiency. Both PU-C5 and PU-B1 exhibited strong fluorescent response and good cytocompatibility in vitro and in vivo, with no interference from the autofluorescence of tissues after 4 weeks of implantation. The fluorescence-marked material can be used to continuously and noninvasively monitor the dynamic changes in polymers, which provides a way to clearly trace the material or to distinguish between the material and tissue in vivo.
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Affiliation(s)
- Boyuan Yang
- Research Center for Nano Biomaterials, Analytical & Testing Center, Sichuan University, China
| | - Qin Zou
- Research Center for Nano Biomaterials, Analytical & Testing Center, Sichuan University, China
| | - Lili Lin
- Research Center for Nano Biomaterials, Analytical & Testing Center, Sichuan University, China
| | - Limei Li
- Research Center for Nano Biomaterials, Analytical & Testing Center, Sichuan University, China
| | - Yi Zuo
- Research Center for Nano Biomaterials, Analytical & Testing Center, Sichuan University, China
| | - Yubao Li
- Research Center for Nano Biomaterials, Analytical & Testing Center, Sichuan University, China
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24
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Atak A, Mukherjee S, Jain R, Gupta S, Singh VA, Gahoi N, K P M, Srivastava S. Protein microarray applications: Autoantibody detection and posttranslational modification. Proteomics 2016; 16:2557-2569. [PMID: 27452627 DOI: 10.1002/pmic.201600104] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2016] [Revised: 07/09/2016] [Accepted: 07/19/2016] [Indexed: 12/18/2022]
Abstract
The discovery of DNA microarrays was a major milestone in genomics; however, it could not adequately predict the structure or dynamics of underlying protein entities, which are the ultimate effector molecules in a cell. Protein microarrays allow simultaneous study of thousands of proteins/peptides, and various advancements in array technologies have made this platform suitable for several diagnostic and functional studies. Antibody arrays enable researchers to quantify the abundance of target proteins in biological fluids and assess PTMs by using the antibodies. Protein microarrays have been used to assess protein-protein interactions, protein-ligand interactions, and autoantibody profiling in various disease conditions. Here, we summarize different microarray platforms with focus on its biological and clinical applications in autoantibody profiling and PTM studies. We also enumerate the potential of tissue microarrays to validate findings from protein arrays as well as other approaches, highlighting their significance in proteomics.
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Affiliation(s)
- Apurva Atak
- Proteomics Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai, India
| | - Shuvolina Mukherjee
- Proteomics Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai, India
| | - Rekha Jain
- Proteomics Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai, India
| | - Shabarni Gupta
- Proteomics Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai, India
| | - Vedita Anand Singh
- Proteomics Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai, India
| | - Nikita Gahoi
- Proteomics Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai, India
| | - Manubhai K P
- Proteomics Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai, India
| | - Sanjeeva Srivastava
- Proteomics Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai, India.
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25
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Gerdtsson AS, Wingren C, Persson H, Delfani P, Nordström M, Ren H, Wen X, Ringdahl U, Borrebaeck CAK, Hao J. Plasma protein profiling in a stage defined pancreatic cancer cohort - Implications for early diagnosis. Mol Oncol 2016; 10:1305-16. [PMID: 27522951 DOI: 10.1016/j.molonc.2016.07.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Revised: 07/01/2016] [Accepted: 07/04/2016] [Indexed: 12/30/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a disease where detection preceding clinical symptoms significantly increases the life expectancy of patients. In this study, a recombinant antibody microarray platform was used to analyze 213 Chinese plasma samples from PDAC patients and normal control (NC) individuals. The cohort was stratified according to disease stage, i.e. resectable disease (stage I/II), locally advanced (stage III) and metastatic disease (stage IV). Support vector machine analysis showed that all PDAC stages could be discriminated from controls and that the accuracy increased with disease progression, from stage I to IV. Patients with stage I/II PDAC could be discriminated from NC with high accuracy based on a plasma protein signature, indicating a possibility for early diagnosis and increased detection rate of surgically resectable tumors.
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Affiliation(s)
- Anna Sandström Gerdtsson
- Department of Immunotechnology, CREATE Health Translational Cancer Center, Medicon Village bldg. 406, Lund University, SE 223 81 Lund, Sweden.
| | - Christer Wingren
- Department of Immunotechnology, CREATE Health Translational Cancer Center, Medicon Village bldg. 406, Lund University, SE 223 81 Lund, Sweden.
| | - Helena Persson
- Department of Immunotechnology, CREATE Health Translational Cancer Center, Medicon Village bldg. 406, Lund University, SE 223 81 Lund, Sweden.
| | - Payam Delfani
- Department of Immunotechnology, CREATE Health Translational Cancer Center, Medicon Village bldg. 406, Lund University, SE 223 81 Lund, Sweden.
| | | | - He Ren
- Tianjin Medical University Cancer Institute & Hospital, Huan-Hu-Xi Road, Ti-Huan-Bei, He Xi District, Tianjin 300060, PR China.
| | - Xin Wen
- Tianjin Medical University Cancer Institute & Hospital, Huan-Hu-Xi Road, Ti-Huan-Bei, He Xi District, Tianjin 300060, PR China.
| | - Ulrika Ringdahl
- Department of Immunotechnology, CREATE Health Translational Cancer Center, Medicon Village bldg. 406, Lund University, SE 223 81 Lund, Sweden.
| | - Carl A K Borrebaeck
- Department of Immunotechnology, CREATE Health Translational Cancer Center, Medicon Village bldg. 406, Lund University, SE 223 81 Lund, Sweden.
| | - Jihui Hao
- Tianjin Medical University Cancer Institute & Hospital, Huan-Hu-Xi Road, Ti-Huan-Bei, He Xi District, Tianjin 300060, PR China.
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26
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Schrittwieser S, Pelaz B, Parak WJ, Lentijo-Mozo S, Soulantica K, Dieckhoff J, Ludwig F, Guenther A, Tschöpe A, Schotter J. Homogeneous Biosensing Based on Magnetic Particle Labels. SENSORS 2016; 16:s16060828. [PMID: 27275824 PMCID: PMC4934254 DOI: 10.3390/s16060828] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Revised: 05/30/2016] [Accepted: 06/01/2016] [Indexed: 12/17/2022]
Abstract
The growing availability of biomarker panels for molecular diagnostics is leading to an increasing need for fast and sensitive biosensing technologies that are applicable to point-of-care testing. In that regard, homogeneous measurement principles are especially relevant as they usually do not require extensive sample preparation procedures, thus reducing the total analysis time and maximizing ease-of-use. In this review, we focus on homogeneous biosensors for the in vitro detection of biomarkers. Within this broad range of biosensors, we concentrate on methods that apply magnetic particle labels. The advantage of such methods lies in the added possibility to manipulate the particle labels by applied magnetic fields, which can be exploited, for example, to decrease incubation times or to enhance the signal-to-noise-ratio of the measurement signal by applying frequency-selective detection. In our review, we discriminate the corresponding methods based on the nature of the acquired measurement signal, which can either be based on magnetic or optical detection. The underlying measurement principles of the different techniques are discussed, and biosensing examples for all techniques are reported, thereby demonstrating the broad applicability of homogeneous in vitro biosensing based on magnetic particle label actuation.
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Affiliation(s)
- Stefan Schrittwieser
- Molecular Diagnostics, AIT Austrian Institute of Technology, Vienna1220, Austria.
| | - Beatriz Pelaz
- Fachbereich Physik, Philipps-Universität Marburg, Marburg 35037, Germany.
| | - Wolfgang J Parak
- Fachbereich Physik, Philipps-Universität Marburg, Marburg 35037, Germany.
| | - Sergio Lentijo-Mozo
- Laboratoire de Physique et Chimie des Nano-objets (LPCNO), Université de Toulouse, INSA, UPS, CNRS, Toulouse 31077, France.
| | - Katerina Soulantica
- Laboratoire de Physique et Chimie des Nano-objets (LPCNO), Université de Toulouse, INSA, UPS, CNRS, Toulouse 31077, France.
| | - Jan Dieckhoff
- Institute of Electrical Measurement and Fundamental Electrical Engineering, TU Braunschweig, Braunschweig 38106, Germany.
| | - Frank Ludwig
- Institute of Electrical Measurement and Fundamental Electrical Engineering, TU Braunschweig, Braunschweig 38106, Germany.
| | - Annegret Guenther
- Experimentalphysik, Universität des Saarlandes, Saarbrücken 66123, Germany.
| | - Andreas Tschöpe
- Experimentalphysik, Universität des Saarlandes, Saarbrücken 66123, Germany.
| | - Joerg Schotter
- Molecular Diagnostics, AIT Austrian Institute of Technology, Vienna1220, Austria.
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27
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Odriozola L, Corrales FJ. Discovery of nutritional biomarkers: future directions based on omics technologies. Int J Food Sci Nutr 2016; 66 Suppl 1:S31-40. [PMID: 26241009 DOI: 10.3109/09637486.2015.1038224] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Understanding the interactions between food and human biology is of utmost importance to facilitate the development of more efficient nutritional interventions that might improve our wellness status and future health outcomes by reducing risk factors for non-transmittable chronic diseases, such as cardiovascular diseases, cancer, obesity and metabolic syndrome. Dissection of the molecular mechanisms that mediate the physiological effects of diets and bioactive compounds is one of the main goals of current nutritional investigation and the food industry as might lead to the discovery of novel biomarkers. It is widely recognized that the availability of robust nutritional biomarkers represents a bottleneck that delays the innovation process of the food industry. In this regard, omics sciences have opened up new avenues of research and opportunities in nutrition. Advances in mass spectrometry, nuclear magnetic resonance, next generation sequencing and microarray technologies allow massive genome, gene expression, proteomic and metabolomic profiling, obtaining a global and in-depth analysis of physiological/pathological scenarios. For this reason, omics platforms are most suitable for the discovery and characterization of novel nutritional markers that will define the nutritional status of both individuals and populations in the near future, and to identify the nutritional bioactive compounds responsible for the health outcomes.
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Affiliation(s)
- Leticia Odriozola
- Proteomics Laboratory, Center for Applied Medical Research (CIMA), University of Navarra , Pamplona , Spain
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28
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Maes E, Mertens I, Valkenborg D, Pauwels P, Rolfo C, Baggerman G. Proteomics in cancer research: Are we ready for clinical practice? Crit Rev Oncol Hematol 2015; 96:437-48. [PMID: 26277237 DOI: 10.1016/j.critrevonc.2015.07.006] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2015] [Revised: 05/20/2015] [Accepted: 07/14/2015] [Indexed: 12/13/2022] Open
Abstract
Although genomics has delivered major advances in cancer prognostics, treatment and diagnostics, it still only provides a static image of the situation. To study more dynamic molecular entities, proteomics has been introduced into the cancer research field more than a decade ago. Currently, however, the impact of clinical proteomics on patient management and clinical decision-making is low and the implementations of scientific results in the clinic appear to be scarce. The search for cancer-related biomarkers with proteomics however, has major potential to improve risk assessment, early detection, diagnosis, prognosis, treatment selection and monitoring. In this review, we provide an overview of the transition of oncoproteomics towards translational oncology. We describe which lessons are learned from currently approved protein biomarkers and previous proteomic studies, what the pitfalls and challenges are in clinical proteomics applications, and how proteomic research can be successfully translated into medical practice.
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Affiliation(s)
- Evelyne Maes
- Flemish Institute for Technological Research (VITO), Mol, Belgium; CFP-CeProMa, University of Antwerp, Antwerp, Belgium
| | - Inge Mertens
- Flemish Institute for Technological Research (VITO), Mol, Belgium; CFP-CeProMa, University of Antwerp, Antwerp, Belgium
| | - Dirk Valkenborg
- Flemish Institute for Technological Research (VITO), Mol, Belgium; CFP-CeProMa, University of Antwerp, Antwerp, Belgium
| | - Patrick Pauwels
- Molecular Pathology Unit, Pathology Department, Antwerp University Hospital, Edegem, Belgium
| | - Christian Rolfo
- Phase I - Early Clinical Trials Unit, Oncology Department, Antwerp University Hospital & Center for Oncological Research (CORE), Antwerp University, Edegem, Belgium.
| | - Geert Baggerman
- Flemish Institute for Technological Research (VITO), Mol, Belgium; CFP-CeProMa, University of Antwerp, Antwerp, Belgium
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29
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Lindsey ML, Mayr M, Gomes AV, Delles C, Arrell DK, Murphy AM, Lange RA, Costello CE, Jin YF, Laskowitz DT, Sam F, Terzic A, Van Eyk J, Srinivas PR. Transformative Impact of Proteomics on Cardiovascular Health and Disease: A Scientific Statement From the American Heart Association. Circulation 2015. [PMID: 26195497 DOI: 10.1161/cir.0000000000000226] [Citation(s) in RCA: 111] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
The year 2014 marked the 20th anniversary of the coining of the term proteomics. The purpose of this scientific statement is to summarize advances over this period that have catalyzed our capacity to address the experimental, translational, and clinical implications of proteomics as applied to cardiovascular health and disease and to evaluate the current status of the field. Key successes that have energized the field are delineated; opportunities for proteomics to drive basic science research, facilitate clinical translation, and establish diagnostic and therapeutic healthcare algorithms are discussed; and challenges that remain to be solved before proteomic technologies can be readily translated from scientific discoveries to meaningful advances in cardiovascular care are addressed. Proteomics is the result of disruptive technologies, namely, mass spectrometry and database searching, which drove protein analysis from 1 protein at a time to protein mixture analyses that enable large-scale analysis of proteins and facilitate paradigm shifts in biological concepts that address important clinical questions. Over the past 20 years, the field of proteomics has matured, yet it is still developing rapidly. The scope of this statement will extend beyond the reaches of a typical review article and offer guidance on the use of next-generation proteomics for future scientific discovery in the basic research laboratory and clinical settings.
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30
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Luo L, Dong LY, Yan QG, Cao SJ, Wen XT, Huang Y, Huang XB, Wu R, Ma XP. Research progress in applying proteomics technology to explore early diagnosis biomarkers of breast cancer, lung cancer and ovarian cancer. Asian Pac J Cancer Prev 2015; 15:8529-38. [PMID: 25374164 DOI: 10.7314/apjcp.2014.15.20.8529] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
According to the China tumor registry 2013 annual report , breast cancer, lung cancer, and ovarian cancer are three common cancers in China nowadays, with high mortality due to the absence of early diagnosis technology. However, proteomics has been widespreadly implanted into every field of life science and medicine as an important part of post-genomics era research. The development of theory and technology in proteomics has provided new ideas and research fields for cancer research. Proteomics can be used not only for elucidating the mechanisms of carcinogenesis focussing on whole proteins of the tissue or cell, but also seeking the biomarkers for diagnosis and therapy of cancer. In this review, we introduce proteomics principles, covering current technology used in exploring early diagnosis biomarkers of breast cancer, lung cancer and ovarian cancer.
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Affiliation(s)
- Lu Luo
- College of Veterinary Medicine, Sichuan Agricultural University, Yaan, Sichuan, China E-mail :
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31
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Yeat NC, Lin C, Sager M, Lin J. Cancer proteomics: developments in technology, clinical use and commercialization. Expert Rev Proteomics 2015; 12:391-405. [PMID: 26145529 DOI: 10.1586/14789450.2015.1051969] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
In the last two decades, advances in genomic, transcriptomic and proteomic methods have enabled us to identify and classify cancers by their molecular profiles. Many anticipate that a molecular taxonomy of cancer will not only lead to more effective subtyping of cancers but also earlier diagnoses, more informative prognoses and more targeted treatments. This article reviews recent technological developments in the field of proteomics, recent discoveries in proteomic cancer biomarker research and trends in clinical use. Readers are also informed of examples of successful commercialization, and the future of proteomics in cancer diagnostics.
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Affiliation(s)
- Nai Chien Yeat
- Rare Genomics Institute, 4100 Forest Park, St. Louis, MO 63108, USA
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32
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Serum and urine biomarkers for human renal cell carcinoma. DISEASE MARKERS 2015; 2015:251403. [PMID: 25922552 PMCID: PMC4398943 DOI: 10.1155/2015/251403] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/30/2014] [Accepted: 03/26/2015] [Indexed: 12/16/2022]
Abstract
Renal cell carcinoma (RCC) diagnosis is mostly achieved incidentally by imaging provided for unrelated clinical reasons. The surgical management of localized tumors has reported excellent results. The therapy of advanced RCC has evolved considerably over recent years with the widespread use of the so-called “targeted therapies.” The identification of molecular markers in body fluids (e.g., sera and urine), which can be used for screening, diagnosis, follow-up, and monitoring of drug-based therapy in RCC patients, is one of the most ambitious challenges in oncologic research. Although there are some promising reports about potential biomarkers in sera, there is limited available data regarding urine markers for RCC. The following review reports some of the most promising biomarkers identified in the biological fluids of RCC patients.
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33
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Carnielli CM, Winck FV, Paes Leme AF. Functional annotation and biological interpretation of proteomics data. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2015; 1854:46-54. [DOI: 10.1016/j.bbapap.2014.10.019] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2014] [Revised: 10/07/2014] [Accepted: 10/21/2014] [Indexed: 12/22/2022]
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34
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Itoh H, Kanayama N. Nutritional conditions in early life and risk of non-communicable diseases (NCDs) from the perspective of preemptive medicine in perinatal care. HYPERTENSION RESEARCH IN PREGNANCY 2015. [DOI: 10.14390/jsshp.3.1] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Hiroaki Itoh
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine
| | - Naohiro Kanayama
- Department of Obstetrics and Gynecology, Hamamatsu University School of Medicine
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35
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Stawicki SP, Stoltzfus JC, Aggarwal P, Bhoi S, Bhatt S, Kalra OP, Bhalla A, Hoey BA, Galwankar SC, Paladino L, Papadimos TJ. Academic College of Emergency Experts in India's INDO-US Joint Working Group and OPUS12 Foundation Consensus Statement on Creating A Coordinated, Multi-Disciplinary, Patient-Centered, Global Point-of-Care Biomarker Discovery Network. Int J Crit Illn Inj Sci 2014; 4:200-8. [PMID: 25337481 PMCID: PMC4200545 DOI: 10.4103/2229-5151.141398] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Biomarker science brings great promise to clinical medicine. This is especially true in the era of technology miniaturization, rapid dissemination of knowledge, and point-of-care (POC) implementation of novel diagnostics. Despite this tremendous progress, the journey from a candidate biomarker to a scientifically validated biomarker continues to be an arduous one. In addition to substantial financial resources, biomarker research requires considerable expertise and a multidisciplinary approach. Investigational designs must also be taken into account, with the randomized controlled trial remaining the “gold standard”. The authors present a condensed overview of biomarker science and associated investigational methods, followed by specific examples from clinical areas where biomarker development and/or implementation resulted in tangible enhancements in patient care. This manuscript also serves as a call to arms for the establishment of a truly global, well-coordinated infrastructure dedicated to biomarker research and development, with focus on delivery of the latest discoveries directly to the patient via point-of-care technology.
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Affiliation(s)
- Stanislaw P Stawicki
- Department of Research and Innovation, Research Institute, Bethlehem, Pennsylvania ; Department of Research and Innovation, OPUS 12 Foundation Global, Columbus, USA
| | - Jill C Stoltzfus
- Department of Research and Innovation, Research Institute, Bethlehem, Pennsylvania ; Department of Research and Innovation, Research Institute, Bethlehem, Pennsylvania
| | - Praveen Aggarwal
- Department of Emergency Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Sanjeev Bhoi
- Department of Emergency Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Shashi Bhatt
- Department of Anesthesiology, University of Toledo, College of Medicine, Toledo, USA
| | - O P Kalra
- Department of Medicine, University College of Medical Sciences, New Delhi, India
| | - Ashish Bhalla
- Department of Internal Medicine, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Brian A Hoey
- Department of Research and Innovation, OPUS 12 Foundation Global, Columbus, USA ; Department of Surgery, St Luke's University Health Network, Bethlehem, Pennsylvania
| | - Sagar C Galwankar
- Department of Research and Innovation, OPUS 12 Foundation Global, Columbus, USA ; Department of Emergency Medicine, University of Florida and Winter Haven Hospital, Florida, USA
| | - Lorenzo Paladino
- Department of Emergency Medicine, SUNY Downstate Medical Center, Long Island College Hospital, New York, USA
| | - Thomas J Papadimos
- Department of Research and Innovation, OPUS 12 Foundation Global, Columbus, USA ; Department of Anesthesiology, The Ohio State University College of Medicine, Columbus, Ohio, USA
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36
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Jauhari S, Rizvi SAM. An Indian eye to personalized medicine. Comput Biol Med 2014; 59:211-220. [PMID: 25128302 DOI: 10.1016/j.compbiomed.2014.07.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2013] [Revised: 06/13/2014] [Accepted: 07/03/2014] [Indexed: 12/29/2022]
Abstract
Acknowledging the successful sequencing of the human genome and the valuable insights it has rendered, genetic drafting of non-human organisms can further enhance the understanding of modern biology. The price of sequencing technology has plummeted with time, and there is a noticeable enhancement in its implementation and recurrent usage. Sequenced genome information can be contained in a microarray chip, and then processed by a computer system for inferring analytics and predictions. Specifically, smart cards have been significantly applicable to assimilate and retrieve complex data, with ease and implicit mobility. Herein, we propose "The G-Card", a development with respect to the prevalent smart card, and an extension to the Electronic Health Record (EHR), that will hold the genome sequence of an individual, so that the medical practitioner can better investigate irregularities in a patient's health and hence recommend a precise prognosis.
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Affiliation(s)
- Shaurya Jauhari
- Department of Computer Science, Jamia Millia Islamia, New Delhi, India.
| | - S A M Rizvi
- Department of Computer Science, Jamia Millia Islamia, New Delhi, India.
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37
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Frantzi M, Bhat A, Latosinska A. Clinical proteomic biomarkers: relevant issues on study design & technical considerations in biomarker development. Clin Transl Med 2014; 3:7. [PMID: 24679154 PMCID: PMC3994249 DOI: 10.1186/2001-1326-3-7] [Citation(s) in RCA: 93] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2013] [Accepted: 03/06/2014] [Indexed: 12/11/2022] Open
Abstract
Biomarker research is continuously expanding in the field of clinical proteomics. A combination of different proteomic-based methodologies can be applied depending on the specific clinical context of use. Moreover, current advancements in proteomic analytical platforms are leading to an expansion of biomarker candidates that can be identified. Specifically, mass spectrometric techniques could provide highly valuable tools for biomarker research. Ideally, these advances could provide with biomarkers that are clinically applicable for disease diagnosis and/ or prognosis. Unfortunately, in general the biomarker candidates fail to be implemented in clinical decision making. To improve on this current situation, a well-defined study design has to be established driven by a clear clinical need, while several checkpoints between the different phases of discovery, verification and validation have to be passed in order to increase the probability of establishing valid biomarkers. In this review, we summarize the technical proteomic platforms that are available along the different stages in the biomarker discovery pipeline, exemplified by clinical applications in the field of bladder cancer biomarker research.
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Affiliation(s)
- Maria Frantzi
- Mosaiques Diagnostics GmbH, Mellendorfer Strasse 7-9, D-30625 Hannover, Germany
- Biotechnology Division, Biomedical Research Foundation Academy of Athens, Soranou Ephessiou 4, 115 27 Athens, Greece
| | - Akshay Bhat
- Mosaiques Diagnostics GmbH, Mellendorfer Strasse 7-9, D-30625 Hannover, Germany
- Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Agnieszka Latosinska
- Biotechnology Division, Biomedical Research Foundation Academy of Athens, Soranou Ephessiou 4, 115 27 Athens, Greece
- Charité-Universitätsmedizin Berlin, Berlin, Germany
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