1
|
Li CP, Dai W, Xiao YP, Qi M, Zhang LX, Gao L, Zhang FL, Lai YK, Liu C, Lu J, Chen F, Chen D, Shi S, Li S, Zeng Q, Chen Y. Two-stage deep neural network for diagnosing fungal keratitis via in vivo confocal microscopy images. Sci Rep 2024; 14:18432. [PMID: 39117709 PMCID: PMC11310506 DOI: 10.1038/s41598-024-68768-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2024] [Accepted: 07/29/2024] [Indexed: 08/10/2024] Open
Abstract
Timely and effective diagnosis of fungal keratitis (FK) is necessary for suitable treatment and avoiding irreversible vision loss for patients. In vivo confocal microscopy (IVCM) has been widely adopted to guide the FK diagnosis. We present a deep learning framework for diagnosing fungal keratitis using IVCM images to assist ophthalmologists. Inspired by the real diagnostic process, our method employs a two-stage deep architecture for diagnostic predictions based on both image-level and sequence-level information. To the best of our knowledge, we collected the largest dataset with 96,632 IVCM images in total with expert labeling to train and evaluate our method. The specificity and sensitivity of our method in diagnosing FK on the unseen test set achieved 96.65% and 97.57%, comparable or better than experienced ophthalmologists. The network can provide image-level, sequence-level and patient-level diagnostic suggestions to physicians. The results show great promise for assisting ophthalmologists in FK diagnosis.
Collapse
Affiliation(s)
- Chun-Peng Li
- Beijing Key Laboratory of Mobile Computing and Pervasive Device, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Weiwei Dai
- Changsha Aier Eye Hospital, Hunan, China
| | - Yun-Peng Xiao
- Beijing Key Laboratory of Mobile Computing and Pervasive Device, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China
| | - Mengying Qi
- Wuhan Aier Hankou Eye Hospital, Wuhan, China
| | - Ling-Xiao Zhang
- Beijing Key Laboratory of Mobile Computing and Pervasive Device, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China
| | - Lin Gao
- Beijing Key Laboratory of Mobile Computing and Pervasive Device, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Fang-Lue Zhang
- Victoria University of Wellington, Wellington, New Zealand
| | | | - Chang Liu
- Beijing Aier Intech Eye Hospital, Beijing, China
| | - Jing Lu
- Chengdu Aier East Eye Hospital, Chengdu, China
| | - Fen Chen
- Wuhan Aier Hankou Eye Hospital, Wuhan, China
| | - Dan Chen
- Wuhan Aier Hankou Eye Hospital, Wuhan, China
| | - Shuai Shi
- Beijing Aier Intech Eye Hospital, Beijing, China
| | - Shaowei Li
- Beijing Aier Intech Eye Hospital, Beijing, China
| | - Qingyan Zeng
- Wuhan Aier Hankou Eye Hospital, Wuhan, China.
- Aier Eye Hospital of Wuhan University, Wuhan, China.
- Hubei University of Science and Technology, Xianning, China.
- Aier Eye Hospital, Jinan University, Guangzhou, China.
| | - Yiqiang Chen
- Beijing Key Laboratory of Mobile Computing and Pervasive Device, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China.
- University of Chinese Academy of Sciences, Beijing, China.
| |
Collapse
|
2
|
Macwan M, Paliwal H, Prajapati BG. A novel liposomal formulation for ocular delivery of caspofungin: an experimental study by quality by design-based approach. Ther Deliv 2024:1-17. [PMID: 39101438 DOI: 10.1080/20415990.2024.2379756] [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: 01/08/2024] [Accepted: 07/10/2024] [Indexed: 08/06/2024] Open
Abstract
Aim: This study focuses on the development of a Caspofungin liposome for efficient ocular delivery by enhancing corneal penetration. Method: Quality by design (QbD) approach was adopted to identify critical factors that influence final liposomal formulation. The liposome developed using thin film hydration after optimization was subjected to characterization for physicochemical properties, irritation potential and corneal uptake. Results: The numerical optimization suggests an optimal formulation with a desirability value of 0.706, using CQAs as optimization goals with 95% prediction intervals. The optimized formulation showed no signs of irritation potential along with observation of significant corneal permeation. Conclusion: The liposomal formulation increased the permeability of Caspofungin, which could enhance the efficacy for the treatment of conditions, like fungal keratitis.
Collapse
Affiliation(s)
- Mercy Macwan
- Department of Pharmaceutics & Pharmaceutical Technology, Shree S. K. Patel College of Pharmaceutical Education & Research, Ganpat University, Kherva, Gujarat, 384012, India
| | - Himanshu Paliwal
- Department of Pharmaceutics, Sanjivani College of Pharmaceutical Education & Research, Kopargaon, Maharashtra , 423603, India
| | - Bhupendra G Prajapati
- Department of Pharmaceutics & Pharmaceutical Technology, Shree S. K. Patel College of Pharmaceutical Education & Research, Ganpat University, Kherva, Gujarat, 384012, India
- Faculty of Pharmacy, Silpakorn University, Nakhon Pathom, 73000, Thailand
| |
Collapse
|
3
|
Saadh MJ, Shallan MA, Hussein UAR, Mohammed AQ, Al-Shuwaili SJ, Shikara M, Ami AA, Khalil NAMA, Ahmad I, Abbas HH, Elawady A. Advances in microscopy characterization techniques for lipid nanocarriers in drug delivery: a comprehensive review. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024; 397:5463-5481. [PMID: 38459989 DOI: 10.1007/s00210-024-03033-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Accepted: 02/28/2024] [Indexed: 03/11/2024]
Abstract
This review paper provides an in-depth analysis of the significance of lipid nanocarriers in drug delivery and the crucial role of characterization techniques. It explores various types of lipid nanocarriers and their applications, emphasizing the importance of microscopy-based characterization methods such as light microscopy, confocal microscopy, transmission electron microscopy (TEM), scanning electron microscopy (SEM), and atomic force microscopy (AFM). The paper also delves into sample preparation, quantitative analysis, challenges, and future directions in the field. The review concludes by underlining the pivotal role of microscopy-based characterization in advancing lipid nanocarrier research and drug delivery technologies.
Collapse
Affiliation(s)
- Mohamed J Saadh
- Faculty of Pharmacy, Middle East University, Amman, 11831, Jordan
| | | | | | | | | | | | - Ahmed Ali Ami
- Department of Medical Laboratories Technology, Al-Nisour University College, Baghdad, Iraq
| | | | - Irfan Ahmad
- Department of Clinical Laboratory Sciences, College of Applied Medical Science, King Khalid University, Abha, Saudi Arabia
| | - Huda Hayder Abbas
- College of Pharmacy, National University of Science and Technology, Dhi Qar, Iraq
| | - Ahmed Elawady
- College of Technical Engineering, The Islamic University, Najaf, Iraq.
- College of Technical Engineering, The Islamic University of Al Diwaniyah, Al Diwaniyah, Iraq.
- College of Technical Engineering, The Islamic University of Babylon, Babylon, Iraq.
| |
Collapse
|
4
|
Chen Y, Chen Y, Wang C, Gao R, Zhang K. Different Thicknesses of Acellular Porcine Corneal Stroma on Prognosis of Fungal Corneal Ulcers Treated by Lamellar Keratoplasty: A Five-Year Retrospective Study. Cornea 2024:00003226-990000000-00608. [PMID: 38967525 DOI: 10.1097/ico.0000000000003616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 05/28/2024] [Indexed: 07/06/2024]
Abstract
PURPOSE To compare the prognosis and efficacy of acellular porcine corneal stroma (APCS) with different thicknesses for the treatment of fungal corneal ulcers by lamellar keratoplasty (LKP). METHODS A total of 52 patients who underwent LKP with APCS for the treatment of fungal corneal ulcers were included in this retrospective study. Patients were divided into 2 groups according to the different thicknesses of APCS (0.30 ± 0.05 mm, L2 group, n = 20; 0.40 ± 0.05 mm, L3 group, n = 32). Observation indicators included best corrected visual acuity, graft transparency, corneal neovascularization, ocular irritation symptoms, corneal epithelial healing time, graft survival, central corneal thickness at 1 year after surgery, and postoperative complications. RESULTS Compared with the L3 group, the L2 group had better postoperative best corrected visual acuity and graft transparency (P < 0.001), less corneal neovascularization (P < 0.001), and lower incidence of complications (P < 0.05). There were significant differences in ocular irritation symptoms between the 2 groups (P < 0.05) at 3 and 6 months postoperatively, which might be related to the higher recurrence rate and graft rejection rate in the L3 group. The comparison of postoperative epithelial healing time also showed significant differences in 2 groups (P < 0.01). The 1-year survival rate was up to 63.5% in both groups, with no significant difference (P < 0.05). However, the risk of transplantation was less in the L2 group. Both APCS thicknesses could provide adequate central corneal thickness at 1 year after surgery (P > 0.05). CONCLUSIONS APCS was safe and effective in the treatment of fungal corneal ulcers by LKP. Thinner grafts should be preferred for LKP for fungal corneal ulcers to reduce the risk of grafting.
Collapse
Affiliation(s)
- Yingxin Chen
- Department of Ophthalmology, General Hospital of the Northern Theater Command of the Chinese People's Liberation Army, Shenyang, Liaoning Province, China
| | | | | | | | | |
Collapse
|
5
|
Wen Y, Chen Z, McAlinden C, Zhou X, Huang J. Recent advances in corneal neovascularization imaging. Exp Eye Res 2024; 244:109930. [PMID: 38750782 DOI: 10.1016/j.exer.2024.109930] [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: 11/08/2023] [Revised: 04/25/2024] [Accepted: 05/12/2024] [Indexed: 05/19/2024]
Abstract
Corneal neovascularization (CoNV) is a vision-threatening ocular disease commonly secondary to infectious, inflammatory, and traumatic etiologies. Slit lamp photography, in vivo confocal microscopy, angiography, and optical coherence tomography angiography (OCTA) are the primary diagnostic tools utilized in clinical practice to evaluate the vasculature of the ocular surface. However, there is currently a dearth of comprehensive literature that reviews the advancements in imaging technology for CoNV administration. Initially designed for retinal vascular imaging, OCTA has now been expanded to the anterior segment and has shown promising potential for imaging the conjunctiva, cornea, and iris. This expansion allows for the quantitative monitoring of the structural and functional changes associated with CoNV. In this review, we emphasize the impact of algorithm optimization in anterior segment-optical coherence tomography angiography (AS-OCTA) on the diagnostic efficacy of CoNV. Through the analysis of existing literature, animal model assessments are further reported to investigate its pathological mechanism and exhibit remarkable therapeutic interventions. In conclusion, AS-OCTA holds broad prospects and extensive potential for clinical diagnostics and research applications in CoNV.
Collapse
Affiliation(s)
- Yinuo Wen
- Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, Fudan University; Key laboratory of Myopia and Related Eye Diseases, NHC; Key laboratory of Myopia and Related Eye Diseases, Chinese Academy of Medical Sciences, Shanghai, China; Shanghai Research Center of Ophthalmology and Optometry, Shanghai, China
| | - Zhongxing Chen
- Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, Fudan University; Key laboratory of Myopia and Related Eye Diseases, NHC; Key laboratory of Myopia and Related Eye Diseases, Chinese Academy of Medical Sciences, Shanghai, China; Shanghai Research Center of Ophthalmology and Optometry, Shanghai, China
| | - Colm McAlinden
- Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, Fudan University; Key laboratory of Myopia and Related Eye Diseases, NHC; Key laboratory of Myopia and Related Eye Diseases, Chinese Academy of Medical Sciences, Shanghai, China; Shanghai Research Center of Ophthalmology and Optometry, Shanghai, China; Corneo Plastic Unit & Eye Bank, Queen Victoria Hospital, East Grinstead, UK
| | - Xingtao Zhou
- Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, Fudan University; Key laboratory of Myopia and Related Eye Diseases, NHC; Key laboratory of Myopia and Related Eye Diseases, Chinese Academy of Medical Sciences, Shanghai, China; Shanghai Research Center of Ophthalmology and Optometry, Shanghai, China
| | - Jinhai Huang
- Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, Fudan University; Key laboratory of Myopia and Related Eye Diseases, NHC; Key laboratory of Myopia and Related Eye Diseases, Chinese Academy of Medical Sciences, Shanghai, China; Shanghai Research Center of Ophthalmology and Optometry, Shanghai, China.
| |
Collapse
|
6
|
Tang Z, Wang H, Liu Y, Wang C, Li X, Yang Q. Current status and new experimental diagnostic methods of invasive fungal infections after hematopoietic stem cell transplantation. Arch Microbiol 2024; 206:237. [PMID: 38678508 DOI: 10.1007/s00203-024-03905-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 02/19/2024] [Indexed: 05/01/2024]
Abstract
Invasive fungal infections (IFIs) are common and life-threatening complications in post-hematopoietic stem cell transplantation (post-HSCT) recipients, Severe IFIs can lead to systemic infection and organ damage, which results in high mortality in HSCT recipients. With the development of the field of fungal infection diagnosis, more and more advanced non-culture diagnostic tools have been developed, such as glip biosensors, metagenomic next-generation sequencing, Magnetic Nanoparticles and Identified Using SERS via AgNPs+ , and artificial intelligence-assisted diagnosis. The advanced diagnostic approaches contribute to the success of HSCT and improve the overall survival of post-HSCT leukemia patients by supporting therapeutical decisions. This review provides an overview of the characteristics of two high-incidence IFIs in post-HSCT recipients and discusses some of the recently developed IFI detection technologies. Additionally, it explores the potential application of cationic conjugated polymer fluorescence resonance energy transfer (CCP-FRET) technology for IFI detection. The aim is to offer insights into selecting appropriate IFI detection methods and gaining an understanding of novel fungal diagnostic approaches in laboratory settings.
Collapse
Affiliation(s)
- Zhenhua Tang
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science and Technology, Xinjiang University, Urumqi, 830046, China
| | - HaiTao Wang
- Department of Hematology, The Fifth Medical Center of Chinese, PLA General Hospital, Beijing, 100071, China
| | - Yuankai Liu
- Beijing Key Laboratory of Gene Resource and Molecular Development, College of Life Sciences, Beijing Normal University, Beijing, 100875, China
| | - Chen Wang
- Beijing Key Laboratory of Gene Resource and Molecular Development, College of Life Sciences, Beijing Normal University, Beijing, 100875, China
| | - Xinye Li
- Lanzhou Petrochemical General Hospital (The Fourth Affiliated Hospital of Gansu University of Chinese Medicine), Gansu, 730060, China.
| | - Qiong Yang
- Beijing Key Laboratory of Gene Resource and Molecular Development, College of Life Sciences, Beijing Normal University, Beijing, 100875, China.
| |
Collapse
|
7
|
Bălășoiu AT, Bălășoiu M, Zlatian OM, Ghenea AE. Bacterial and Fungal Keratitis in a Tertiary Care Hospital from Romania. Microorganisms 2024; 12:787. [PMID: 38674731 PMCID: PMC11052338 DOI: 10.3390/microorganisms12040787] [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: 02/19/2024] [Revised: 03/16/2024] [Accepted: 04/09/2024] [Indexed: 04/28/2024] Open
Abstract
Infectious keratitis is a significant global problem that can lead to corneal blindness and visual impairments. This study aimed to investigate the etiology of infectious bacterial and fungal keratitis, identify the causative pathogens and their antimicrobial resistance patterns, and analyze the risk factors associated with the development of infectious keratitis. The study was observational and retrospective, involving 226 eyes from 223 patients presented at the Ophthalmology Clinic of the County Clinical Emergency Hospital of Craiova, Romania. The inclusion criteria included corneal ulceration/abscess/infiltrate present on slit-lamp examination and positive microbiological sampling for bacteria or fungi. The study found that the most common causes of infectious keratitis were coagulase-negative staphylococci (35.40%), Staphylococcus aureus (11.06%), and Pseudomonas aeruginosa (14.16%). The Gram-positive bacteria showed high resistance rates to penicillin, moderate rates to gentamycin and clindamycin, and low resistance to chinolones. The Gram-negative bacteria were highly resistant to ampicillin and amoxicillin-clavulanic acid, while third-generation cephalosporins, quinolones, and carbapenems were effective. Systemic antibiotics, such as vancomycine, piperacillin-tazobactam, amikacin, and ceftazidime, show promise against keratitis with low resistance rates, whereas carbapenems and topical aminoglycosides had higher resistance, leaving moxifloxacin as a potential topical option for Gram-positive bacteria and Pseudomonas aeruginosa, albeit with resistance concerns for Klebsiella spp. Although fungal keratitis was rare, Fusarium spp. and Candida albicans were the leading fungal pathogens, with incidences of 2.65% and 2.21%, respectively. Candida albicans was broadly susceptible to most antifungals, while Fusarium solani, Curvularia lunata, and Alternaria alternata exhibited resistance to many antifungals. Amphotericin B and caspofungin can be used as systemic antifungals in fungal keratitis. The study also identified risk factors for keratitis such as ocular trauma (65.92%, OR: 2.5), contact lens wear (11.94%, OR: 1.8), and corneal scarring/leukoma (10.17%, OR: 1.6). Keratitis was more frequent in individuals over 60 years old. The findings of this study have implications for the development of effective diagnostic, therapeutic, and preventive strategies for infectious keratitis.
Collapse
Affiliation(s)
- Andrei Theodor Bălășoiu
- Ophtalmology Department, County Clinical Emergency Hospital of Craiova, 200642 Craiova, Romania;
- Ophtalmology Department, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Maria Bălășoiu
- Medical Laboratory, County Clinical Emergency Hospital of Craiova, 200642 Craiova, Romania; (M.B.); (A.E.G.)
- Microbiology Department, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Ovidiu Mircea Zlatian
- Medical Laboratory, County Clinical Emergency Hospital of Craiova, 200642 Craiova, Romania; (M.B.); (A.E.G.)
- Microbiology Department, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Alice Elena Ghenea
- Medical Laboratory, County Clinical Emergency Hospital of Craiova, 200642 Craiova, Romania; (M.B.); (A.E.G.)
- Microbiology Department, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| |
Collapse
|
8
|
Warnnissorn P, Sawatdiwithayayong J, Surit P. Efficacy and Rapidity of Potassium Hydroxide Mount and Modified Chicago Sky Blue 6B Stain with Potassium Hydroxide in Fungal Keratitis Detection. KOREAN JOURNAL OF OPHTHALMOLOGY 2024; 38:98-104. [PMID: 38351488 PMCID: PMC11016681 DOI: 10.3341/kjo.2023.0106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 12/22/2023] [Accepted: 01/20/2024] [Indexed: 04/16/2024] Open
Abstract
PURPOSE To compare the efficacy and rapidity of direct microscopic detection of fungal elements from corneal ulcers between 10% potassium hydroxide (KOH) and 1% Chicago Sky Blue 6B (CSB) in 10% KOH (CSB-KOH). METHODS Thirty patients with clinically suspected fungal keratitis were recruited. Participants with impending corneal perforation were excluded. Two slides were smeared with corneal ulcer scrapings from the ulcer's edge and base for comparison of fungal staining solutions. One slide was infused with KOH, and the other slide was filled with CSB-KOH. Additional scraping was collected for inoculation on Sabouraud dextrose agar for fungal culture. The sensitivity, specificity and rapidity of both stainings were analyzed. RESULTS The sensitivity of fungal culture, KOH, and CSB-KOH were 43.75% (95% confidence interval [CI], 19.75%-70.12%), 62.50% (95% CI, 35.43%-84.80%), and 87.50% (95% CI, 61.65%-98.45%), respectively. The specificity were 100% (95% CI, 69.15%-100%) of both stainings and fungal culture which analyzed from 16 fungal keratitis cases by laboratory and clinical diagnosis. Mean CSB-KOH examination time was quicker than KOH with the mean time difference of 5.6 minutes (95% CI, 3.22-7.98 minutes) and p-value < 0.001. CONCLUSIONS CSB-KOH was more effective and faster than KOH in detecting fungal elements from corneal ulcers. Therefore, CSB-KOH may be beneficial in diagnosing fungal keratitis and preventing blindness. Moreover, to the best of our knowledge, this is the first use of CSB stain in fungal keratitis detection.
Collapse
Affiliation(s)
- Prateep Warnnissorn
- Department of Medicine, Faculty of Medicine, Naresuan University, Phitsanulok,
Thailand
| | | | - Phrutthinun Surit
- Department of Biochemistry, Faculty of Medical Science, Naresuan University, Phitsanulok,
Thailand
| |
Collapse
|
9
|
Kryszan K, Wylęgała A, Kijonka M, Potrawa P, Walasz M, Wylęgała E, Orzechowska-Wylęgała B. Artificial-Intelligence-Enhanced Analysis of In Vivo Confocal Microscopy in Corneal Diseases: A Review. Diagnostics (Basel) 2024; 14:694. [PMID: 38611606 PMCID: PMC11011861 DOI: 10.3390/diagnostics14070694] [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: 02/08/2024] [Revised: 03/13/2024] [Accepted: 03/22/2024] [Indexed: 04/14/2024] Open
Abstract
Artificial intelligence (AI) has seen significant progress in medical diagnostics, particularly in image and video analysis. This review focuses on the application of AI in analyzing in vivo confocal microscopy (IVCM) images for corneal diseases. The cornea, as an exposed and delicate part of the body, necessitates the precise diagnoses of various conditions. Convolutional neural networks (CNNs), a key component of deep learning, are a powerful tool for image data analysis. This review highlights AI applications in diagnosing keratitis, dry eye disease, and diabetic corneal neuropathy. It discusses the potential of AI in detecting infectious agents, analyzing corneal nerve morphology, and identifying the subtle changes in nerve fiber characteristics in diabetic corneal neuropathy. However, challenges still remain, including limited datasets, overfitting, low-quality images, and unrepresentative training datasets. This review explores augmentation techniques and the importance of feature engineering to address these challenges. Despite the progress made, challenges are still present, such as the "black-box" nature of AI models and the need for explainable AI (XAI). Expanding datasets, fostering collaborative efforts, and developing user-friendly AI tools are crucial for enhancing the acceptance and integration of AI into clinical practice.
Collapse
Affiliation(s)
- Katarzyna Kryszan
- Chair and Clinical Department of Ophthalmology, School of Medicine in Zabrze, Medical University of Silesia in Katowice, District Railway Hospital, 40-760 Katowice, Poland; (A.W.); (M.K.); (E.W.)
- Department of Ophthalmology, District Railway Hospital in Katowice, 40-760 Katowice, Poland; (P.P.); (M.W.)
| | - Adam Wylęgała
- Chair and Clinical Department of Ophthalmology, School of Medicine in Zabrze, Medical University of Silesia in Katowice, District Railway Hospital, 40-760 Katowice, Poland; (A.W.); (M.K.); (E.W.)
- Health Promotion and Obesity Management, Pathophysiology Department, Medical University of Silesia in Katowice, 40-752 Katowice, Poland
| | - Magdalena Kijonka
- Chair and Clinical Department of Ophthalmology, School of Medicine in Zabrze, Medical University of Silesia in Katowice, District Railway Hospital, 40-760 Katowice, Poland; (A.W.); (M.K.); (E.W.)
- Department of Ophthalmology, District Railway Hospital in Katowice, 40-760 Katowice, Poland; (P.P.); (M.W.)
| | - Patrycja Potrawa
- Department of Ophthalmology, District Railway Hospital in Katowice, 40-760 Katowice, Poland; (P.P.); (M.W.)
| | - Mateusz Walasz
- Department of Ophthalmology, District Railway Hospital in Katowice, 40-760 Katowice, Poland; (P.P.); (M.W.)
| | - Edward Wylęgała
- Chair and Clinical Department of Ophthalmology, School of Medicine in Zabrze, Medical University of Silesia in Katowice, District Railway Hospital, 40-760 Katowice, Poland; (A.W.); (M.K.); (E.W.)
- Department of Ophthalmology, District Railway Hospital in Katowice, 40-760 Katowice, Poland; (P.P.); (M.W.)
| | - Bogusława Orzechowska-Wylęgała
- Department of Pediatric Otolaryngology, Head and Neck Surgery, Chair of Pediatric Surgery, Medical University of Silesia, 40-760 Katowice, Poland;
| |
Collapse
|
10
|
Liu X, Sui J, Li C, Wang Q, Peng X, Meng F, Xu Q, Jiang N, Zhao G, Lin J. The preparation and therapeutic effects of β-glucan-specific nanobodies and nanobody-natamycin conjugates in fungal keratitis. Acta Biomater 2023; 169:398-409. [PMID: 37579912 DOI: 10.1016/j.actbio.2023.08.019] [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: 02/13/2023] [Revised: 07/05/2023] [Accepted: 08/09/2023] [Indexed: 08/16/2023]
Abstract
Fungal keratitis (FK) is a severe infectious corneal disease. Since traditional eye drops exhibit poor dissolution and high corneal toxicity, the efficacy of current treatments for FK remains limited. It is needed to develop new approaches to control the cornea damage from FK. In this study, a nanobody (Nb) specific to β-glucan in the fungal cell wall was prepared. The conjugate of the Nb with natamycin (NAT), a traditional antifungal drug, was synthesized. Firstly, we found the Nb specific to β-glucan inhibited fungal growth by disrupting cell wall and biofilm formation.. In addition, the content of β-glucan in the fungal cell wall decreased after Nb treatment. The Nb also reduced the adhesion ability of fungal conidia to human corneal epithelial cells (HCECs). Further, we examined the difference between NAT and Nb-NAT in antifungal growth. Nb-NAT showed better antifungal effects than NAT which was caused by the interaction between Nb and β-glucan. Moreover, Nb concentration below 0.5 mg/mL did not affect the viability of HCECs. Nb-NAT had less cytotoxicity and ocular surface irritation than NAT. Nb specific to β-glucan attenuated Aspergillus fumigatus (A. fumigatus) virulence and relieved inflammatory responses in FK. Nb-NAT treatment of the cornea improved therapeutic effects compared with NAT. It decreased clinical scores and expression level of inflammatory factors. To our knowledge, this study is the first to report a Nb specific to β-glucan and Nb-NAT for the treatment of FK. These unique functions of the Nb specific to β-glucan and Nb-NAT would render it as an alternative molecule to control fungal infections including FK. STATEMENT OF SIGNIFICANCE: Fungal keratitis is a corneal disease with a high rate of blindness. Due to the poor dissolution and high corneal toxicity exhibited by traditional eye drops, the efficacy of current therapeutic treatments for fungal keratitis (FK) remains limited. To enhance the therapeutic effect of natamycin in treating fungal keratitis, this study developed an innovative approach by preparing a β-glucan-specific nanobody and loading it with the antifungal drug natamycin. The β-glucan-specific nanobody has the ability to control both fungal pathogen invasion and inflammation, which can cause damage to the cornea in FK. The conjugation with the β-glucan-specific nanobody significantly increased the antifungal capacity of natamycin and reduced its toxicity. The further application of natamycin conjugated with the β-glucan-specific nanobody could be expanded to other diseases caused by fungal pathogen infections.
Collapse
Affiliation(s)
- Xing Liu
- Department of Ophthalmology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Jianxin Sui
- College of Food Science and Engineering, Ocean University of China, Qingdao, China
| | - Cui Li
- Department of Ophthalmology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Qian Wang
- Department of Ophthalmology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Xudong Peng
- Department of Ophthalmology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Fanyue Meng
- Department of Ophthalmology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Qiang Xu
- Department of Ophthalmology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Nan Jiang
- Department of Ophthalmology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Guiqiu Zhao
- Department of Ophthalmology, The Affiliated Hospital of Qingdao University, Qingdao, China.
| | - Jing Lin
- Department of Ophthalmology, The Affiliated Hospital of Qingdao University, Qingdao, China.
| |
Collapse
|
11
|
Zhang C, Li F, Liu H, Jia Z, Zhao S. Clinical and in vivo confocal microscopy characteristics of Candida keratitis following keratoplasty. BMC Ophthalmol 2023; 23:364. [PMID: 37667262 PMCID: PMC10476318 DOI: 10.1186/s12886-023-03114-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Accepted: 08/22/2023] [Indexed: 09/06/2023] Open
Abstract
BACKGROUND We present six patients who developed Candida keratitis postoperatively. The clinical features, diagnostic testing including in vivo confocal microscopy, and outcomes are presented. METHODS Six patients who developed Candida keratitis following penetrating and endothelial keratoplasty, were referred to Tianjin Medical University Eye Hospital between 2018 to 2021.The diagnosis was established following cultures of either corneal scraping or biopsy. In vivo confocal microscopy examination was also performed to confirm the diagnosis and characterize the morphology, distribution and the depth of Candida spp. All patients were treated with topical voriconazole (VCZ) 1% and natamycin (NTM) 5%. Patients with mid/deep stromal keratitis or interface infection were treated additionally with intrastromal or interface VCZ irrigation (0.05 mg/0.1mL). RESULTS The cultures of corneal scrapings (4 cases) or biopsies (2 cases) were all positive for Candida spp. In vivo confocal microscopy examination was positive for fungal elements in five of the six patients. The infection resolved in five of the six patients. The patients' final uncorrected visual acuity (UCVA) ranged from hand movements (HM) to 20/80. CONCLUSION In vivo confocal microscopy is a useful non-invasive clinical technique for confirming the diagnosis of Candida keratitis. Intrastromal and interface irrigated VCZ injections are effective treatment options.
Collapse
Affiliation(s)
- Chen Zhang
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute, School of Optometry, Tianjin Medical University Eye Hospital, No.251, FuKang Road, Nankai District, 300384, Tianjin, China
| | - Fei Li
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute, School of Optometry, Tianjin Medical University Eye Hospital, No.251, FuKang Road, Nankai District, 300384, Tianjin, China
| | - Hui Liu
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute, School of Optometry, Tianjin Medical University Eye Hospital, No.251, FuKang Road, Nankai District, 300384, Tianjin, China
| | - Zhe Jia
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute, School of Optometry, Tianjin Medical University Eye Hospital, No.251, FuKang Road, Nankai District, 300384, Tianjin, China
| | - Shaozhen Zhao
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute, School of Optometry, Tianjin Medical University Eye Hospital, No.251, FuKang Road, Nankai District, 300384, Tianjin, China.
| |
Collapse
|
12
|
Abd-Elmonem EM, Makky AM, Antar A, Abd-Elsalam WH, Khalil IA. Corneal targeted Amorolfine HCl-mixed micelles for the management of ocular candidiasis: Preparation, in vitro characterization, ex vivo and in vivo assessments. J Drug Deliv Sci Technol 2023; 85:104614. [DOI: 10.1016/j.jddst.2023.104614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
|
13
|
Xuan R, Hong SC, Trinh T, Coroneo MT, Petsoglou C. Case Series of Rare Fungal Keratitides: Experiences from a Quaternary Eye Hospital in Sydney, Australia. J Fungi (Basel) 2023; 9:jof9050589. [PMID: 37233300 DOI: 10.3390/jof9050589] [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: 04/01/2023] [Revised: 05/10/2023] [Accepted: 05/14/2023] [Indexed: 05/27/2023] Open
Abstract
The present article reports on the management of six different and rare cases of fungal keratitides, two of which have never been documented in previous literature. This is a case series of six patients with rare fungal keratitides managed at a quaternary eye referral unit, Sydney Eye Hospital, Australia over a period of 7 months (May to December, 2022). The order of occurrence of fungi isolated was Scedosporium apiospermum, Lomenstospora prolificans, Cladosporium spp., Paecilomyces, Syncephalastrum racemosum and Quambalaria spp. A combination of medical and surgical interventions was employed, including topical and systemic anti-fungal therapy, with one requiring therapeutic penetrating keratoplasty and another eventuating in evisceration. Two patients were successfully treated with corneal debridement and two others required pars plana vitrectomy with anterior chamber washout. It is important to remain vigilant with monitoring patient symptoms and correlating with clinical signs to guide antifungal therapy even in the context of confirmed culture and sensitivity results.
Collapse
Affiliation(s)
- Rachel Xuan
- Department of Ophthalmology, Sydney and Sydney Eye Hospital, Sydney, NSW 2000, Australia
- Save Sight Institute, University of Sydney, Sydney, NSW 2000, Australia
| | - Sheng Chiong Hong
- Department of Ophthalmology, Sydney and Sydney Eye Hospital, Sydney, NSW 2000, Australia
| | - Tanya Trinh
- Department of Ophthalmology, Sydney and Sydney Eye Hospital, Sydney, NSW 2000, Australia
| | - Minas T Coroneo
- Department of Ophthalmology, Prince of Wales Hospital, Randwick, Sydney, NSW 2031, Australia
- School of Medicine, University of New South Wales, Kensington, Sydney, NSW 2033, Australia
| | - Constantinos Petsoglou
- Department of Ophthalmology, Sydney and Sydney Eye Hospital, Sydney, NSW 2000, Australia
- Save Sight Institute, University of Sydney, Sydney, NSW 2000, Australia
| |
Collapse
|
14
|
Ong ZZ, Sadek Y, Liu X, Qureshi R, Liu SH, Li T, Sounderajah V, Ashrafian H, Ting DSW, Said DG, Mehta JS, Burton MJ, Dua HS, Ting DSJ. Diagnostic performance of deep learning in infectious keratitis: a systematic review and meta-analysis protocol. BMJ Open 2023; 13:e065537. [PMID: 37164459 PMCID: PMC10173987 DOI: 10.1136/bmjopen-2022-065537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 04/27/2023] [Indexed: 05/12/2023] Open
Abstract
INTRODUCTION Infectious keratitis (IK) represents the fifth-leading cause of blindness worldwide. A delay in diagnosis is often a major factor in progression to irreversible visual impairment and/or blindness from IK. The diagnostic challenge is further compounded by low microbiological culture yield, long turnaround time, poorly differentiated clinical features and polymicrobial infections. In recent years, deep learning (DL), a subfield of artificial intelligence, has rapidly emerged as a promising tool in assisting automated medical diagnosis, clinical triage and decision-making, and improving workflow efficiency in healthcare services. Recent studies have demonstrated the potential of using DL in assisting the diagnosis of IK, though the accuracy remains to be elucidated. This systematic review and meta-analysis aims to critically examine and compare the performance of various DL models with clinical experts and/or microbiological results (the current 'gold standard') in diagnosing IK, with an aim to inform practice on the clinical applicability and deployment of DL-assisted diagnostic models. METHODS AND ANALYSIS This review will consider studies that included application of any DL models to diagnose patients with suspected IK, encompassing bacterial, fungal, protozoal and/or viral origins. We will search various electronic databases, including EMBASE and MEDLINE, and trial registries. There will be no restriction to the language and publication date. Two independent reviewers will assess the titles, abstracts and full-text articles. Extracted data will include details of each primary studies, including title, year of publication, authors, types of DL models used, populations, sample size, decision threshold and diagnostic performance. We will perform meta-analyses for the included primary studies when there are sufficient similarities in outcome reporting. ETHICS AND DISSEMINATION No ethical approval is required for this systematic review. We plan to disseminate our findings via presentation/publication in a peer-reviewed journal. PROSPERO REGISTRATION NUMBER CRD42022348596.
Collapse
Affiliation(s)
- Zun Zheng Ong
- Department of Ophthalmology, Queen's Medical Centre, Nottingham, UK
| | - Youssef Sadek
- Department of Ophthalmology, Queen's Medical Centre, Nottingham, UK
| | - Xiaoxuan Liu
- Academic Unit of Ophthalmology, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Riaz Qureshi
- Department of Ophthalmology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Su-Hsun Liu
- Department of Ophthalmology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Tianjing Li
- Department of Ophthalmology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Viknesh Sounderajah
- Institute of Global Health Innovation, Imperial College London, London, UK
- Department of Surgery & Cancer, Imperial College London, London, UK
| | - Hutan Ashrafian
- Institute of Global Health Innovation, Imperial College London, London, UK
- Department of Surgery & Cancer, Imperial College London, London, UK
| | - Daniel Shu Wei Ting
- Duke-NUS Medical School, National University of Singapore, Singapore
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore
| | - Dalia G Said
- Department of Ophthalmology, Queen's Medical Centre, Nottingham, UK
- Academic Ophthalmology, School of Medicine, University of Nottingham, Nottingham, UK
- Research Institute of Ophthalmology, Cairo, Egypt
| | - Jodhbir S Mehta
- Duke-NUS Medical School, National University of Singapore, Singapore
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore
| | - Matthew J Burton
- International Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, UK
- National Institute for Health Research (NIHR) Biomedical Research Centre (BRC) for Ophthalmology, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Harminder Singh Dua
- Department of Ophthalmology, Queen's Medical Centre, Nottingham, UK
- Academic Ophthalmology, School of Medicine, University of Nottingham, Nottingham, UK
| | - Darren Shu Jeng Ting
- Academic Unit of Ophthalmology, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
- Academic Ophthalmology, School of Medicine, University of Nottingham, Nottingham, UK
- Birmingham and Midland Eye Centre, Birmingham, UK
| |
Collapse
|
15
|
Sitnova A, Svetozarskiy S. Modern Technologies in Diagnosis of Fungal Keratitis (Review). Sovrem Tekhnologii Med 2023; 15:73-84. [PMID: 37389020 PMCID: PMC10306968 DOI: 10.17691/stm2023.15.2.07] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Indexed: 07/01/2023] Open
Abstract
Traumas and infectious diseases of the eye play a leading role in the development of corneal blindness responsible for 1.5-2 million cases of vision loss per year. To date, the issue of reducing the incidence of fungal keratitis is acute and needs to be solved worldwide. Trauma as a risk factor for corneal fungal disease is thought to be prevalent in developing countries due to agricultural involvement, while in developed countries the onset of the disease is predisposed by medical advances such as contact vision correction and modern ophthalmic surgery. Thorough analysis of the pathogenesis gives the possibility to describe the action of fungal enzymes, biofilm formation, and the resistance mechanism, which on the one hand explains the aggressive course of the disease and difficulties in its diagnosis, and on the other hand, it encourages searching for new methods of diagnosis and treatment. The non-specific clinical picture of fungal keratitis, the variety and availability of antibiotics nowadays become an obstacle for rapid detection of this pathology. Low public awareness and late visit to an ophthalmologist are also a barrier to successful combating the increasing incidence of fungal keratitis. Belated diagnosis, increasing resistance of fungi to antibiotics, and lack of registered antifungal ophthalmic drugs justify poor treatment efficacy resulting in decreased visual acuity or vision loss. Existing diagnostic methods need systematization and detailed comparison, identifying the advantages and disadvantages of each. This review considers causative agents and their influence on pathogenesis of the disease, describes difficulties of fungal keratitis diagnosis and possible ways of overcoming these problems using new developments, and also outlines further prospects of research in this direction.
Collapse
Affiliation(s)
- A.V. Sitnova
- 6-year Student, Medical Faculty; Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Square, Nizhny Novgorod, 603005, Russia
| | - S.N. Svetozarskiy
- Ophthalmologist; Privolzhsky District Medical Center of the Federal Medico-Biological Agency (FMBA), 14 Ilyinskaya St., Nizhny Novgorod, 603000, Russia Tutor, Department of Eye Diseases; Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Square, Nizhny Novgorod, 603005, Russia
| |
Collapse
|
16
|
Wang JS, Du YL, Deng N, Peng X, Wong H, Xie HT, Zhang MC. Characteristics of In Vitro Culture and In Vivo Confocal Microscopy in Patients with Fungal Keratitis in a Tertiary Referral Hospital in Central China. Microorganisms 2023; 11:microorganisms11020406. [PMID: 36838371 PMCID: PMC9961814 DOI: 10.3390/microorganisms11020406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/26/2023] [Accepted: 02/03/2023] [Indexed: 02/08/2023] Open
Abstract
PURPOSE To investigate the characteristics of in vitro culture and in vivo confocal microscopy (IVCM) in patients with fungal keratitis (FK) presented in a tertiary referral hospital in central China. METHODS In this noncomparative retrospective study, patients with the diagnosis of FK between October 2021 and November 2022 were reviewed. An IVCM and fungal culture (corneal scraping specimens) were performed, and the characteristics were analyzed. RESULTS During October 2021 and November 2022, 85 patients were diagnosed with FK. From 63 culture-positive cases, 8 species of fungus were identified. The proportions of isolated fungal species were Fusarium and Aspergillus equally accounting for 33.3% (21 of 63), Alternaria 9.5% (6 of 63), Curvularia 6.3% (4 of 63), Scedosporium apiospermum 6.3% (4 of 63), Paecilomyces lilacinus 3.2% (2 of 63), Exserohilum 3.2% (2 of 63), and Candida 4.8% (3 of 63), respectively. In positive culture cases, IVCM was found to be positive for hyphae or spores in 61 of 63 patients (96.8%). Different fungal species had a variety of cultural characteristics and IVCM manifestations. CONCLUSIONS In a tertiary referral hospital in central China, Fusarium species, Aspergillus species, and Alternaria species were the 3 most common isolated fungal pathogens, and the proportion of Aspergillus species was significantly higher than that in other regions of China. Careful lesion depth examination by IVCM and OCT should be taken before lamellar keratoplasty to avoid postoperative recurrence. Identifying the IVCM image and culture characteristics will facilitate rapid diagnosis and proper treatment, but IVCM cannot yet replace fungal cultures to distinguish between different fungal species.
Collapse
Affiliation(s)
- Jia-Song Wang
- Department of Ophthalmology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Ya-Li Du
- Department of Ophthalmology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Nan Deng
- Department of Clinical Laboratory, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Xi Peng
- Department of Ophthalmology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Hang Wong
- Department of Ophthalmology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Hua-Tao Xie
- Department of Ophthalmology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
- Correspondence: (H.-T.X.); (M.-C.Z.); Tel.: +86-27-8572-6662 (M.-C.Z.)
| | - Ming-Chang Zhang
- Department of Ophthalmology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
- Correspondence: (H.-T.X.); (M.-C.Z.); Tel.: +86-27-8572-6662 (M.-C.Z.)
| |
Collapse
|
17
|
Huang Y, Yu J, Peng Q. Fungal keratitis treated with a combination of traditional Chinese medicine and Western medicine: A case report. Medicine (Baltimore) 2022; 101:e31976. [PMID: 36482581 PMCID: PMC9726375 DOI: 10.1097/md.0000000000031976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
RATIONALE Currently, the primary treatments for fungal keratitis (FK) are drugs and surgery. However, drug treatment has low efficacy and many side effects, and surgical treatment is costly. Therefore, it is critical to develop a new method of FK treatment. This report describes a 56-year-old male patient with FK who was treated with a combination of traditional Chinese medicine (TCM) and Western medicine with noticeable results and few side effects. PATIENT CONCERNS The main symptoms were blurred vision in the right eye and pain. On the corneal surface, a large area of ulcer with a turbid margin was visible, along with an oral ulcer. Additionally, the patient was afraid of corneal transplantation due to financial constraints. DIAGNOSES The case was diagnosed as FK. In vivo confocal microscopy is the first choice for the diagnosis of this condition. Corneal ulcer was infiltrated with numerous inflammatory cells and dendritic fungal hyphae, as determined by in vivo confocal microscopy. INTERVENTIONS Early in his illness, the patient was treated with only Western medicine, which resulted in poor outcomes and severe adverse reactions. Corneal transplantation was recommended by the first hospital. The patient was later transferred to our hospital for treatment with TCM decoction. OUTCOMES After 21 days of treatment, the corneal ulcer of the patient became shallower, his vision improved, and his discomfort disappeared. Due to financial concerns, the patient and his family requested early discharge, so no follow-up disease information was obtained. However, when analyzing the disease development process in the hospital, the combination of TCM and Western medicine had obvious effects and a high level of safety. LESSONS This case report shows that TCM is safe and effective in the treatment of FK and is worthy of promotion. However, in practice, we found that TCM is better for patients with early FK, so early diagnosis of FK is crucial.
Collapse
Affiliation(s)
- Yu Huang
- Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Juan Yu
- Hunan University of Chinese Medicine, Changsha, Hunan, China
- The First Affiliated Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Qinghua Peng
- Hunan University of Chinese Medicine, Changsha, Hunan, China
- The First Affiliated Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China
- *Correspondence: Qinghua Peng, Hunan University of Chinese Medicine, No. 300, Xueshi Road, Yuelu District 410208, Changsha, China (e-mail: )
| |
Collapse
|
18
|
Ashraf MJ, Shamsizadeh F, Morovati H, Hejazinia S, Kord M, Ansari S, Pakshir K, Shekarkhar G, Zomorodian K. Accompanying a semi‐nested
PCR
assay to support histopathology findings of fungal keratitis in formalin‐fixed paraffin‐embedded corneal samples. J Clin Lab Anal 2022; 36:e24764. [DOI: 10.1002/jcla.24764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 09/28/2022] [Accepted: 10/31/2022] [Indexed: 11/14/2022] Open
Affiliation(s)
| | - Foroogh Shamsizadeh
- Department of Parasitology and Mycology, School of Medicine Shiraz University of Medical Sciences Shiraz Iran
| | - Hamid Morovati
- Department of Parasitology and Mycology, School of Medicine Shiraz University of Medical Sciences Shiraz Iran
| | - Safoora Hejazinia
- Department of Pathology Shiraz University of Medical Sciences Shiraz Iran
| | - Mohammad Kord
- Department of Parasitology and Mycology, School of Medicine Shiraz University of Medical Sciences Shiraz Iran
| | - Saham Ansari
- Department of Medical Parasitology and Mycology, School of Medicine Shahid Beheshti University of Medical Sciences Tehran Iran
| | - Keyvan Pakshir
- Department of Parasitology and Mycology, School of Medicine Shiraz University of Medical Sciences Shiraz Iran
- Basic Sciences in Infectious Diseases Research Center Shiraz University of Medical Sciences Shiraz Iran
| | - Golsa Shekarkhar
- Department of Pathology Shiraz University of Medical Sciences Shiraz Iran
| | - Kamiar Zomorodian
- Department of Parasitology and Mycology, School of Medicine Shiraz University of Medical Sciences Shiraz Iran
- Basic Sciences in Infectious Diseases Research Center Shiraz University of Medical Sciences Shiraz Iran
| |
Collapse
|
19
|
Diagnosis of Fungal Keratitis in Low-Income Countries: Evaluation of Smear Microscopy, Culture, and In Vivo Confocal Microscopy in Nepal. J Fungi (Basel) 2022; 8:jof8090955. [PMID: 36135680 PMCID: PMC9502267 DOI: 10.3390/jof8090955] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 09/05/2022] [Accepted: 09/10/2022] [Indexed: 11/16/2022] Open
Abstract
Clinically diagnosing fungal keratitis (FK) is challenging; diagnosis can be assisted by investigations including in vivo confocal microscopy (IVCM), smear microscopy, and culture. The aim of this study was to estimate the sensitivity in detecting fungal keratitis (FK) using IVCM, smear microscopy, and culture in a setting with a high prevalence of FK. In this cross-sectional study nested within a prospective cohort study, consecutive microbial keratitis (MK) patients attending a tertiary-referral eye hospital in south-eastern Nepal between June 2019 and November 2020 were recruited. IVCM and corneal scrapes for smear microscopy and culture were performed using a standardised protocol. Smear microscopy was performed using potassium hydroxide (KOH), Gram stain, and calcofluor white. The primary outcomes were sensitivities with 95% confidence intervals [95% CI] for IVCM, smear microscopy and culture, and for each different microscopy stain independently, to detect FK compared to a composite referent. We enrolled 642 patients with MK; 468/642 (72.9%) were filamentous FK, 32/642 (5.0%) were bacterial keratitis and 64/642 (10.0%) were mixed bacterial-filamentous FK, with one yeast infection (0.16%). No organism was identified in 77/642 (12.0%). Smear microscopy had the highest sensitivity (90.7% [87.9-93.1%]), followed by IVCM (89.8% [86.9-92.3%]) and culture (75.7% [71.8-79.3%]). Of the three smear microscopy stains, KOH had the highest sensitivity (85.3% [81.9-88.4%]), followed by Gram stain (83.2% [79.7-86.4%]) and calcofluor white (79.1% [75.4-82.5%]). Smear microscopy and IVCM were the most sensitive tools for identifying FK in our cohort. In low-resource settings we recommend clinicians perform corneal scrapes for microscopy using KOH and Gram staining. Culture remains an important tool to diagnose bacterial infection, identify causative fungi and enable antimicrobial susceptibility testing.
Collapse
|
20
|
Cabrera‐Aguas M, Khoo P, Watson SL. Infectious keratitis: A review. Clin Exp Ophthalmol 2022; 50:543-562. [PMID: 35610943 PMCID: PMC9542356 DOI: 10.1111/ceo.14113] [Citation(s) in RCA: 57] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 05/05/2022] [Accepted: 05/06/2022] [Indexed: 12/29/2022]
Abstract
Globally, infectious keratitis is the fifth leading cause of blindness. The main predisposing factors include contact lens wear, ocular injury and ocular surface disease. Staphylococcus species, Pseudomonas aeruginosa, Fusarium species, Candida species and Acanthamoeba species are the most common causal organisms. Culture of corneal scrapes is the preferred initial test to identify the culprit organism. Polymerase chain reaction (PCR) tests and in vivo confocal microscopy can complement the diagnosis. Empiric therapy is typically commenced with fluoroquinolones, or fortified antibiotics for bacterial keratitis; topical natamycin for fungal keratitis; and polyhexamethylene biguanide or chlorhexidine for acanthamoeba keratitis. Herpes simplex keratitis is mainly diagnosed clinically; however, PCR can also be used to confirm the initial diagnosis and in atypical cases. Antivirals and topical corticosteroids are indicated depending on the corneal layer infected. Vision impairment, blindness and even loss of the eye can occur with a delay in diagnosis and inappropriate antimicrobial therapy.
Collapse
Affiliation(s)
- Maria Cabrera‐Aguas
- Save Sight Institute, Discipline of Ophthalmology, Faculty of Medicine and Health The University of Sydney Sydney New South Wales Australia
- Corneal Unit Sydney Eye Hospital Sydney New South Wales Australia
| | - Pauline Khoo
- Save Sight Institute, Discipline of Ophthalmology, Faculty of Medicine and Health The University of Sydney Sydney New South Wales Australia
- Corneal Unit Sydney Eye Hospital Sydney New South Wales Australia
| | - Stephanie L. Watson
- Save Sight Institute, Discipline of Ophthalmology, Faculty of Medicine and Health The University of Sydney Sydney New South Wales Australia
- Corneal Unit Sydney Eye Hospital Sydney New South Wales Australia
| |
Collapse
|