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Polleys CM, Singh P, Thieu HT, Genega EM, Jahanseir N, Zuckerman AL, Díaz FR, Patra A, Beheshti A, Georgakoudi I. Rapid, high-resolution, non-destructive assessments of metabolic and morphological homogeneity uniquely identify high-grade cervical precancerous lesions. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.10.593564. [PMID: 38798665 PMCID: PMC11118292 DOI: 10.1101/2024.05.10.593564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Purpose Two-photon microscopy (2PM) is an emerging clinical imaging modality with the potential to non-invasively assess tissue metabolism and morphology in high-resolution. This study aimed to assess the translational potential of 2PM for improved detection of high-grade cervical precancerous lesions. Experimental Design 2P images attributed to reduced nicotinamide adenine dinucleotide (phosphate) (NAD(P)H) and oxidized flavoproteins (FP) were acquired from the full epithelial thickness of freshly excised human cervical tissue biopsies (N = 62). Fifteen biopsies harbored high-grade squamous intraepithelial lesions (HSILs), 14 biopsies harbored low-grade SILs (LSILs), and 33 biopsies were benign. Quadratic discriminant analysis (QDA) leveraged morphological and metabolic functional metrics extracted from these images to predict the presence of HSILs. We performed gene set enrichment analysis (GSEA) using datasets available on the Gene Expression Omnibus (GEO) to validate the presence of metabolic reprogramming in HSILs. Results Integrating metabolic and morphological 2P-derived metrics from finely sampled, full-thickness epithelia achieved a high 90.8 ± 6.1% sensitivity and 72.3 ± 11.3% specificity of HSIL detection. Notably, sensitivity (91.4 ± 12.0%) and specificity (77.5 ± 12.6%) were maintained when utilizing metrics from only two images at 12- and 72-μm from the tissue surface. Upregulation of glycolysis, fatty acid metabolism, and oxidative phosphorylation in HSIL tissues validated the metabolic reprogramming captured by 2P biomarkers. Conclusion Label-free 2P images from as few as two epithelial depths enable rapid and robust HSIL detection through the quantitative characterization of metabolic and morphological reprogramming, underscoring the potential of this tool for clinical evaluation of cervical precancers.
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Affiliation(s)
| | - Pramesh Singh
- Data Intensive Studies Center, Tufts University, Medford, MA 02155, USA
| | - Hong-Thao Thieu
- Department of Obstetrics and Gynecology, Tufts University School of Medicine, Tufts Medical Center, Boston, MA 02111, USA
| | - Elizabeth M. Genega
- Department of Pathology and Laboratory Medicine, Tufts University School of Medicine, Tufts Medical Center, Boston, MA 02111, USA
| | - Narges Jahanseir
- Department of Pathology and Laboratory Medicine, Tufts University School of Medicine, Tufts Medical Center, Boston, MA 02111, USA
| | - Andrea L. Zuckerman
- Department of Obstetrics and Gynecology, Tufts University School of Medicine, Tufts Medical Center, Boston, MA 02111, USA
| | - Francisca Rius Díaz
- Department of Preventive Medicine and Public Health, Faculty of Medicine, University of Málaga, 32 Louis Pasteur Boulevard, 29071 Málaga, Spain
| | - Abani Patra
- Data Intensive Studies Center, Tufts University, Medford, MA 02155, USA
| | - Afshin Beheshti
- Blue Marble Space Institute of Science, Seattle, WA, 98104 USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Irene Georgakoudi
- Department of Biomedical Engineering, Tufts University, Medford, MA 02155, USA
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Boonya-ananta T, Gonzalez M, Ajmal A, Du Le VN, DeHoog E, Paidas MJ, Jayakumar A, Ramella-Roman JC. Speculum-free portable preterm imaging system. JOURNAL OF BIOMEDICAL OPTICS 2024; 29:052918. [PMID: 38282917 PMCID: PMC10821769 DOI: 10.1117/1.jbo.29.5.052918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 01/02/2024] [Accepted: 01/05/2024] [Indexed: 01/30/2024]
Abstract
Significance Preterm birth is defined as a birth before 37 weeks of gestation and is one of the leading contributors to infant mortality rates globally. Premature birth can lead to life-long developmental impairment for the child. Unfortunately, there is a significant lack of tools to diagnose preterm birth risk, which limits patient care and the development of new therapies. Aim To develop a speculum-free, portable preterm imaging system (PPRIM) for cervical imaging; testing of the PPRIM system to resolve polarization properties of birefringent samples; and testing of the PPRIM under an IRB on healthy, non-pregnant volunteers for visualization and polarization analysis of cervical images. Approach The PPRIM can perform 4 × 3 Mueller-matrix imaging to characterize the remodeling of the uterine cervix during pregnancy. The PPRIM is built with a polarized imaging probe and a flexible insertable sheath made with a compatible flexible rubber-like material to maximize comfort and ease of use. Results The PPRIM device is developed to meet specific design specifications as a speculum-free, portable, and comfortable imaging system with polarized imaging capabilities. This system comprises a main imaging component and a flexible silicone inserter. The inserter is designed to maximize comfort and usability for the patient. The PPRIM shows high-resolution imaging capabilities at the 20 mm working distance and 25 mm circular field of view. The PPRIM demonstrates the ability to resolve birefringent sample orientation and full field capture of a healthy, non-pregnant cervix. Conclusion The development of the PPRIM aims to improve access to the standard of care for women's reproductive health using polarized Mueller-matrix imaging of the cervix and reduce infant and maternal mortality rates and better quality of life.
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Affiliation(s)
- Tananant Boonya-ananta
- Florida International University, Department of Biomedical Engineering, Miami, Florida, United States
| | - Mariacarla Gonzalez
- Florida International University, Department of Biomedical Engineering, Miami, Florida, United States
| | - Ajmal Ajmal
- Florida International University, Department of Biomedical Engineering, Miami, Florida, United States
| | - Vinh Nguyen Du Le
- Florida International University, Department of Biomedical Engineering, Miami, Florida, United States
| | - Edward DeHoog
- Optical Design and Engineering, Long Beach, California, United States
| | - Michael J. Paidas
- Miller School of Medicine, Department of Obstetrics, Gynecology and Reproductive Sciences, Miami, Florida, United States
| | - Arumugam Jayakumar
- Miller School of Medicine, Department of Obstetrics, Gynecology and Reproductive Sciences, Miami, Florida, United States
| | - Jessica C. Ramella-Roman
- Florida International University, Department of Biomedical Engineering, Miami, Florida, United States
- Florida International University, Herbert Wertheim College of Medicine, Miami, Florida, United States
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Yerrabelli RS, Palsgaard PK, Hojati A, Johnson AJW. Improving visualization of the cervix during pelvic exams: A simulation using a physical model of the speculum and human vagina as a steppingstone to reducing disparities in gynecological cancers. PLoS One 2023; 18:e0283145. [PMID: 37751425 PMCID: PMC10522035 DOI: 10.1371/journal.pone.0283145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 03/02/2023] [Indexed: 09/28/2023] Open
Abstract
Pelvic exams are frequently complicated by collapse of the lateral vaginal walls, obstructing the view of the cervix. To overcome this, physicians frequently repurpose a glove or a condom as a sheath placed over the speculum blades to retract the lateral vaginal walls. Despite their regular use in clinical practice, little research has been done comparing the relative efficacy of these methods. Better visualization of the cervix can benefit patients by decreasing examination-related discomfort, improving cancer screening accuracy, and preventing the need to move the examination to the operating room under general anesthesia. This study presents a physical model that simulates vaginal pressure being exerted around a speculum. Using it, we conduct controlled experiments comparing the efficacy of different condom types, glove materials, glove sizes, and techniques to place gloves on the speculum. The results show that the best sheath is the middle finger of nitrile-material gloves. They provide adequate lateral wall retraction without significantly restricting the opening of the speculum. In comparison, condoms provide a smaller amount of retraction due to loosely fitting the speculum. They may still be a reasonable option for a different speculum size. However, vinyl-material gloves are an impractical option for sheaths; they greatly restrict speculum opening, occasionally even breaking the speculum, which overcome its retraction benefits. Glove size, condom brand, and condom material (latex vs polyisoprene) had minimal impact. This study serves as a guide for clinicians as they use easily accessible tools to perform difficult pelvic exams. We recommend that physicians consider nitrile gloves as the preferred option for a sheath around a speculum. Additionally, this study demonstrates proof-of-concept of a physical model that quantitatively describes different materials on their ability to improve cervical access. This model can be used in future research with more speculum and material combinations, including with materials custom-designed for vaginal retraction.
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Affiliation(s)
- Rahul Sai Yerrabelli
- Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Champaign, Illinois, United States of America
- Carle Foundation Hospital, Urbana, Illinois, United States of America
| | - Peggy K. Palsgaard
- Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Champaign, Illinois, United States of America
- Carle Foundation Hospital, Urbana, Illinois, United States of America
| | - Ashkhan Hojati
- Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Champaign, Illinois, United States of America
- Carle Foundation Hospital, Urbana, Illinois, United States of America
| | - Amy J. Wagoner Johnson
- Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Champaign, Illinois, United States of America
- Grainger College of Engineering, University of Illinois at Urbana Champaign, Urbana, Illinois, United States of America
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana Champaign, Urbana, Illinois, United States of America
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Hon HJ, Chong PP, Choo HL, Khine PP. A Comprehensive Review of Cervical Cancer Screening Devices: The Pros and the Cons. Asian Pac J Cancer Prev 2023; 24:2207-2215. [PMID: 37505749 PMCID: PMC10676510 DOI: 10.31557/apjcp.2023.24.7.2207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 07/03/2023] [Indexed: 07/29/2023] Open
Abstract
OBJECTIVE The low screening coverage and reluctance of women in participation lead to low uptake in cervical screening tests. Hence the majority of cervical cancer patients visiting the hospitals are diagnosed at advanced stage, often leading to poor survival rate. This paper aims to review and compile available cancer screening devices so that more people in this field will adopt suitable devices in cervical cancer screening routine depending on requirements which may encourage the uptake in cervical screening tests. METHODS This paper reviews devices invented for different cervical cancer screening methods, which are Pap smear test, visual inspection with acetic acid (VIA) or Lugol's iodine (VILI), and HPV (human papillomavirus)-DNA (deoxyribonucleic acid) self-test in terms of functionality, performance in solving the limitations of screening procedure and additionally where applicable, the cervical cell collection efficacy and abnormality detection accuracy. The devices are either available in the market, published in research articles or published in international patent databases. RESULT The reviewed devices either simplified the screening procedure to improve the clinical efficiency and accuracy in screening, reduced the pain and discomfort experienced by women during screening procedures, or achieved both outcomes. CONCLUSION Many devices have been invented to improve the screening procedures which may potentially improve the uptake in cervical screening tests and encourage the organization of screening campaigns to reduce cervical cancer incidence.
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Affiliation(s)
- Hui Juen Hon
- School of Engineering, Faculty of Innovation & Technology, Taylor’s University, 1, Jalan Taylors, Subang Jaya, 47500, Selangor, Malaysia.
| | - Pei Pei Chong
- School of Biosciences, Faculty of Health & Medical Sciences, Taylor’s University, 1, Jalan Taylors, Subang Jaya, 47500, Selangor, Malaysia.
- Digital Health and Innovations Impact Lab, Taylor’s University, 1, Jalan Taylors, Subang Jaya, 47500, Selangor, Malaysia.
| | - Hui Leng Choo
- School of Engineering, Faculty of Innovation & Technology, Taylor’s University, 1, Jalan Taylors, Subang Jaya, 47500, Selangor, Malaysia.
- Additive Manufacturing Cluster, Center for Smart Society 5.0, Taylor’s University, 1, Jalan Taylors, Subang Jaya, 47500, Selangor, Malaysia.
| | - Pwint Phyu Khine
- School of Medicine, Faculty of Health & Medical Sciences, Taylor’s University, 1, Jalan Taylors, Subang Jaya, 47500, Selangor, Malaysia.
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Editorial overview: Biomedical Engineering and Women’s Health - Breaking new ground in gender and sex-specific research. CURRENT OPINION IN BIOMEDICAL ENGINEERING 2022. [DOI: 10.1016/j.cobme.2022.100392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Perez L, Tran K, Alvarenga-Bezerra V, Chadha D, Dotson L, Assir F, Cordioli E, Tamura Vieira Gomes M, Podgaec S, Lopes da Silva-Filho A, Ramanujam N, Moretti-Marques R. Cervical Cancer-Related Knowledge, Attitudes, Practices and Self-Screening Acceptance Among Patients, Employees, and Social Media Followers of Major Brazilian Hospital. Cancer Control 2022; 29:10732748221135441. [PMID: 36433760 PMCID: PMC9703545 DOI: 10.1177/10732748221135441] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 09/16/2022] [Accepted: 10/11/2022] [Indexed: 11/07/2023] Open
Abstract
BACKGROUND Brazil has a high burden of cervical cancer, even though it is preventable, traceable and treatable. Hence, this study evaluated levels of knowledge, attitudes and practices (KAP) related to cervical cancer screening and diagnosis and acceptance of self-screening techniques among women aged 24 and greater. METHODS A cross-sectional KAP survey was administered to n = 4206 women and spanned questions relating to cervical cancer, HPV, speculum, Pap test and colposcopy. Questionnaire was disseminated through a major hospital's social media platforms, intranet and gynecologic-oncology clinics. Logistic regressions evaluated associations between sociodemographic characteristics and knowledge, attitudes, and preventative behaviors against cervical cancer. Participants indicated willingness to try DNA-HPV self-sampling and cervix self-visualization (self-colposcopy). FINDINGS Participants were mostly white individuals (70.5%) with higher education and from social classes A and B. They demonstrated superior levels of KAP than described in the literature, with over 57.8% having answered 80+% of questions correctly. KAP scores were predicted by social class, educational attainment, race, history of premalignant cervical lesions and geographic location. About 80% and 63% would be willing to try DNA-HPV self-sampling and cervix self-visualization, respectively. Interest in self-screening was associated with adequate attitude (OR = 1.85) and inadequate practice (OR = .83). INTERPRETATION Adequate KAP are fundamental for the successful implementation of a self-screening program. Participants were interested in methods that provide them with greater autonomy, control and practicality. Self-screening could address barriers for under-screened women such as shame, discomfort, distance from clinics and competing commitments, enabling Brazil to reach the WHO's cervical cancer elimination goals. It could also decrease excess medical intervention in over-screened populations by promoting shared decision-making.
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The Embryonic re-Development of an Anatomy Museum : Visualising Anatomical Collections: Human Female Reproductive Anatomy and Biology and Foetal Development. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021. [PMID: 34476746 DOI: 10.1007/978-3-030-76951-2_5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register]
Abstract
This chapter discusses the history of the Museum of Anatomy at the University of Glasgow in the context of a planned themed display on obstetrics and pregnancy, centred around human female reproductive anatomy, to support a showcase of Plaster Casts made and used by William Hunter. This exhibition aims to enhance the audience's experience with an educational display of historical specimens as well as anatomical artwork and medical models. It is anticipated that the resultant exhibition will include a series of visualisations and diagrams for use within the collection display to support the audience's understanding of the biological processes involved in reproduction, foetal development and women's experiences of childbirth. The chapter considers historical and contemporary methods of visualising embryos, as well as the developing discourse around menstruation, the gendered body and the lack of diverse representation in gynaecological images, and reflects on some of the historical, scientific, situational and societal considerations needed to achieve an inclusive and accessible exhibition. It also reflects on the artist's role in the embryonic development of this exhibition. The artworks in this chapter and the more that are planned should guide viewers with intentionally inclusive visual content. The project requires considerable further development and discussion with the team of experts involved. It is hoped that this intervention will broaden the impact of the collections in this space and provide opportunities to improve audience engagement by creating content that reflects and includes the voices of society in its creation.
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