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1.
J Infect Dev Ctries ; 18(6): 978-981, 2024 Jun 30.
Artigo em Inglês | MEDLINE | ID: mdl-38990993

RESUMO

INTRODUCTION: Mycetoma is a chronic granulomatous inflammatory disease of the subcutaneous tissue, which affects deep structures and bone. Most cases of actinomycetoma are caused by members of the genus Nocardia. CASE PRESENTATION: Here we report the case of a 43-year-old male who presented a disseminated mycetoma on the forearm, chest and neck, characterized by enlarged and erythematous lesions through which seropurulent material drains, and numerous atrophic scars. Molecular identification was performed by 16S gene amplification and sequencing. Nocardia mexicana was identified with 100% identity. Trimethoprim-sulfamethoxazole, diaminodiphenyl sulfone and amikacin was a successful treatment after 6 months. CONCLUSIONS: Nocardia mexicana is a rare organism that causes mycetoma. We report a case of extensive mycetoma on the forearm with spread to the neck and thorax associated with manipulation of the mouth of a calf.


Assuntos
Antibacterianos , Antebraço , Micetoma , Pescoço , Nocardiose , Nocardia , RNA Ribossômico 16S , Tórax , Humanos , Masculino , Adulto , Nocardia/isolamento & purificação , Nocardia/genética , Micetoma/microbiologia , Micetoma/tratamento farmacológico , Micetoma/diagnóstico , Nocardiose/microbiologia , Nocardiose/tratamento farmacológico , Nocardiose/diagnóstico , Antebraço/microbiologia , Antebraço/patologia , Tórax/diagnóstico por imagem , Tórax/microbiologia , Pescoço/patologia , Antibacterianos/uso terapêutico , RNA Ribossômico 16S/genética , Análise de Sequência de DNA , DNA Bacteriano/genética , Resultado do Tratamento , Combinação Trimetoprima e Sulfametoxazol/uso terapêutico , Amicacina/uso terapêutico , DNA Ribossômico/genética , DNA Ribossômico/química
3.
Med Mycol ; 62(6)2024 Jun 27.
Artigo em Inglês | MEDLINE | ID: mdl-38935904

RESUMO

The World Health Organization, in response to the growing burden of fungal disease, established a process to develop a fungal priority pathogens list. This systematic review aimed to evaluate the epidemiology and impact of eumycetoma. PubMed and Web of Science were searched to identify studies published between 1 January 2011 and 19 February 2021. Studies reporting on mortality, inpatient care, complications and sequelae, antifungal susceptibility, risk factors, preventability, annual incidence, global distribution, and emergence during the study time frames were selected. Overall, 14 studies were eligible for inclusion. Morbidity was frequent with moderate to severe impairment of quality of life in 60.3%, amputation in up to 38.5%, and recurrent or long-term disease in 31.8%-73.5% of patients. Potential risk factors included male gender (56.6%-79.6%), younger age (11-30 years; 64%), and farming occupation (62.1%-69.7%). Mycetoma was predominantly reported in Sudan, particularly in central Sudan (37%-76.6% of cases). An annual incidence of 0.1/100 000 persons and 0.32/100 000 persons/decade was reported in the Philippines and Uganda, respectively. In Uganda, a decline in incidence from 3.37 to 0.32/100 000 persons between two consecutive 10-year periods (2000-2009 and 2010-2019) was detected. A community-based, multi-pronged prevention programme was associated with a reduction in amputation rates from 62.8% to 11.9%. With the pre-specified criteria, no studies of antifungal drug susceptibility, mortality, and hospital lengths of stay were identified. Future research should include larger cohort studies, greater drug susceptibility testing, and global surveillance to develop evidence-based treatment guidelines and to determine more accurately the incidence and trends over time.


Assuntos
Antifúngicos , Micetoma , Organização Mundial da Saúde , Humanos , Micetoma/epidemiologia , Micetoma/microbiologia , Incidência , Antifúngicos/uso terapêutico , Fatores de Risco , Masculino , Feminino , Qualidade de Vida
4.
Artigo em Inglês | MEDLINE | ID: mdl-38865572

RESUMO

Hyalohyphomycosis and phaeohyphomycosis are groups of mycoses caused by several agents and show different clinical manifestations. We report a case of an immunocompromised patient who presented rare manifestations of opportunistic mycoses: mycetoma-like hyalohyphomycosis on his right foot caused by Colletotrichum gloeosporioides, followed by cutaneous phaeohyphomycosis on his right forearm caused by Exophiala oligosperma. Further to the rarity of this case, the patient's lesion on the foot shows that the clinical aspects of mycetomas could falsely appear in other fungal infections similar to hyalohyphomycosis. We also show that the muriform cells that were seen in the direct and anatomopathological examination of the skin are not pathognomonic of chromoblastomycosis, as observed in the lesion of the patient's forearm.


Assuntos
Cromoblastomicose , Micetoma , Humanos , Masculino , Cromoblastomicose/patologia , Cromoblastomicose/diagnóstico , Cromoblastomicose/microbiologia , Cromoblastomicose/tratamento farmacológico , Micetoma/patologia , Micetoma/microbiologia , Micetoma/diagnóstico , Micetoma/tratamento farmacológico , Diagnóstico Diferencial , Hospedeiro Imunocomprometido , Hialoifomicose/patologia , Hialoifomicose/microbiologia , Hialoifomicose/diagnóstico , Exophiala/isolamento & purificação , Pessoa de Meia-Idade
5.
Int J Mol Sci ; 25(11)2024 Jun 05.
Artigo em Inglês | MEDLINE | ID: mdl-38892422

RESUMO

OBJECTIVES: Eumycetoma is a neglected tropical disease (NTD) characterized by subcutaneous lesions and the formation of grains. Attempts to treat eumycetoma involve a combination of antifungal treatment and surgery, although the outcome is frequently disappointing. Therefore, there is a need to identify novel antifungal drugs to treat eumycetoma. In this respect, Medicines for Malaria Venture (MMV) has assembled libraries of compounds for researchers to use in drug discovery research against NTD. Therefore, we screened two MMVOpen compound libraries to identify novel leads for eumycetoma. METHODS: A total of 400 compounds from the COVID Box and the Global Health Priority Box were screened in vitro at 100 µM and 25 µM against the most common causative agents of eumycetoma, namely Madurella mycetomatis and Falciformispora senegalensis, and the resulting IC50 and MIC50 values were obtained. Compounds with an IC50 < 8 µM were identified for possible in vivo efficacy studies using an M. mycetomatis grain model in Galleria mellonella larvae. RESULTS: Out of the 400 compounds, 22 were able to inhibit both M. mycetomatis and F. senegalensis growth at 100 µM and 25 µM, with compounds MMV1593278, MMV020335, and MMV1804559 being selected for in vivo testing. Of these three, only the pyrazolopyrimidine derivative MMV1804559 was able to prolong the survival of M. mycetomatis-infected G. mellonella larvae. Furthermore, the grains in MMV1804559-treated larvae were significantly smaller compared to the PBS-treated group. CONCLUSION: MMV1804559 shows promising in vitro and in vivo activity against M. mycetomatis.


Assuntos
Antifúngicos , Madurella , Micetoma , Madurella/efeitos dos fármacos , Micetoma/tratamento farmacológico , Micetoma/microbiologia , Antifúngicos/farmacologia , Animais , Testes de Sensibilidade Microbiana , Larva/efeitos dos fármacos , Larva/microbiologia , Humanos
6.
Clin Microbiol Rev ; 37(2): e0003423, 2024 Jun 13.
Artigo em Inglês | MEDLINE | ID: mdl-38690871

RESUMO

SUMMARYIn 2023, the World Health Organization designated eumycetoma causative agents as high-priority pathogens on its list of fungal priority pathogens. Despite this recognition, a comprehensive understanding of these causative agents is lacking, and potential variations in clinical manifestations or therapeutic responses remain unclear. In this review, 12,379 eumycetoma cases were reviewed. In total, 69 different fungal species were identified as causative agents. However, some were only identified once, and there was no supporting evidence that they were indeed present in the grain. Madurella mycetomatis was by far the most commonly reported fungal causative agent. In most studies, identification of the fungus at the species level was based on culture or histology, which was prone to misidentifications. The newly used molecular identification tools identified new causative agents. Clinically, no differences were reported in the appearance of the lesion, but variations in mycetoma grain formation and antifungal susceptibility were observed. Although attempts were made to explore the differences in clinical outcomes based on antifungal susceptibility, the lack of large clinical trials and the inclusion of surgery as standard treatment posed challenges in drawing definitive conclusions. Limited case series suggested that eumycetoma cases caused by Fusarium species were less responsive to treatment than those caused by Madurella mycetomatis. However, further research is imperative for a comprehensive understanding.


Assuntos
Antifúngicos , Micetoma , Micetoma/microbiologia , Micetoma/tratamento farmacológico , Micetoma/diagnóstico , Humanos , Antifúngicos/uso terapêutico , Antifúngicos/farmacologia , Madurella/efeitos dos fármacos , Resultado do Tratamento
7.
PLoS Negl Trop Dis ; 18(5): e0011841, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38728359

RESUMO

Mycetoma is a serious, destructive, disfiguring chronic granulomatous inflammatory disease affecting the subcutaneous tissues that spread to involve the skin, deep tissues and bone. The disease predominately affects the limbs, and extrapedal mycetoma is rarely reported. The reported extrapedal ones are characterised by high morbidity and mortality. This communication reports on 420 patients with extrapedal mycetoma seen and managed at the Mycetoma Research Centre (MRC), University of Khartoum, between January 1991 and December 2021. In this descriptive, cross-sectional, hospital-based study, the electronic records of all mycetoma-confirmed patients seen during the study period were carefully and meticulously reviewed. The confirmed patients with extrapedal mycetoma were included in this study. The study included 420 patients with extrapedal mycetoma, 298 (70.7%) had eumycetoma, and 122 (29.3%) had actinomycetoma. There were 343 male patients (81.7%) and 77 (18.3%) females, with a male-to-female ratio of 4:1. Their ages ranged between 1.5 and 95 years, with a median of 28 years. Most of the patients were students and farmers. The majority of patients were from El Gezira, North Kordofan, and the White Nile States. Mycetoma was painful in 21%, and a family history of mycetoma was recorded in 11.5% of patients. The buttocks (37.9%) and head and neck (16.9%) were affected most. Less frequently affected sites were the trunk and back (12%) each, abdominal and chest walls (4.5%) each and loin (1%). The prominent clinical presentation findings were multiple sinuses discharging grains (55%), massive swellings (46%), and lymphadenopathy (11.5%). Less commonly observed clinical findings were local hyperhidrosis (5.3%) and dilated tortuous veins close to mycetoma lesions (0.5%). The study showed that 204 patients (48.6%) had clinical improvement in terms of decreased lesion size and healing of sinuses following medical therapy. Sixty-six patients (15.7%) had no noticeable improvement. The lesion continued progressing despite treatment in 44 patients (10.5%). In the study, 118 patients were on regular follow-up, and in this group, a cure was documented in 25 patients (21.1%) with eumycetoma and 23 (19.4%) with actinomycetoma. Post-operative recurrence among eumycetoma patients was 40%, with a 1% mortality rate. The treatment outcome was unsatisfactory, characterised by a low cure rate, high recurrence (40%) and follow-up dropout (57%) rates. This emphasises the importance of early case detection and management, objective health education programmes and thorough patient counselling to urge people to seek treatment early and reduce dropouts.


Assuntos
Micetoma , Humanos , Micetoma/tratamento farmacológico , Micetoma/microbiologia , Micetoma/epidemiologia , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Adolescente , Criança , Adulto Jovem , Estudos Transversais , Pré-Escolar , Idoso , Lactente , Idoso de 80 Anos ou mais , Antifúngicos/uso terapêutico
8.
PLoS Negl Trop Dis ; 18(4): e0012092, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38578808

RESUMO

Madurella mycetomatis is the main cause of mycetoma, a chronic granulomatous infection for which currently no adequate therapy is available. To improve therapy, more knowledge on a molecular level is required to understand how M. mycetomatis is able to cause this disease. However, the genetic toolbox for M. mycetomatis is limited. To date, no method is available to genetically modify M. mycetomatis. In this paper, a protoplast-mediated transformation protocol was successfully developed for this fungal species, using hygromycin as a selection marker. Furthermore, using this method, a cytoplasmic-GFP-expressing M. mycetomatis strain was created. The reported methodology will be invaluable to explore the pathogenicity of M. mycetomatis and to develop reporter strains which can be useful in drug discovery as well as in genetic studies.


Assuntos
Higromicina B , Madurella , Protoplastos , Transformação Genética , Higromicina B/farmacologia , Higromicina B/análogos & derivados , Madurella/genética , Madurella/efeitos dos fármacos , Farmacorresistência Fúngica/genética , Micetoma/microbiologia , Micetoma/tratamento farmacológico , Cinamatos/farmacologia
9.
Antimicrob Agents Chemother ; 68(5): e0161223, 2024 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-38602413

RESUMO

Mycetoma is a devastating neglected tropical infection of the subcutaneous tissues. It is caused by fungal and bacterial pathogens recognized as eumycetoma and actinomycetoma, respectively. Mycetoma treatment involves diagnosing the causative microorganism as a prerequisite to prescribing a proper medication. Current therapy of fungal eumycetoma causative agents, such as Madurella mycetomatis, consists of long-term antifungal medication with itraconazole followed by surgery, yet with usually unsatisfactory clinical outcomes. Actinomycetoma, on the contrary, usually responds to treatment with co-trimoxazole and amikacin. Therefore, there is a pressing need to discover novel broad-spectrum antimicrobial agents to circumvent the time-consuming and costly diagnosis. Using the resazurin assay, a series of 23 naphthylisoquinoline (NIQ) alkaloids and related naphthoquinones were subjected to in vitro screening against two fungal strains of M. mycetomatis and three bacterial strains of Actinomadura madurae and A. syzygii. Seven NIQs, mostly dimers, showed promising in vitro activities against at least one strain of the mycetoma-causative pathogens, while the naphthoquinones did not show any activity. A synthetic NIQ dimer, 8,8'''-O,O-dimethylmichellamine A (18), inhibited all tested fungal and bacterial strains (IC50 = 2.81-12.07 µg/mL). One of the dimeric NIQs, michellamine B (14), inhibited a strain of M. mycetomatis and significantly enhanced the survival rate of Galleria mellonella larvae infected with M. mycetomatis at concentrations of 1 and 4 µg/mL, without being toxic to the uninfected larvae. As a result, broad-spectrum dimeric NIQs like 14 and 18 with antimicrobial activity are considered hit compounds that could be worth further optimization to develop novel lead antimycetomal agents.


Assuntos
Alcaloides , Antifúngicos , Madurella , Testes de Sensibilidade Microbiana , Micetoma , Micetoma/tratamento farmacológico , Micetoma/microbiologia , Antifúngicos/farmacologia , Animais , Alcaloides/farmacologia , Alcaloides/química , Madurella/efeitos dos fármacos , Isoquinolinas/farmacologia , Actinomadura/efeitos dos fármacos , Naftoquinonas/farmacologia , Larva/microbiologia , Larva/efeitos dos fármacos , Mariposas/microbiologia
10.
Molecules ; 29(8)2024 Apr 18.
Artigo em Inglês | MEDLINE | ID: mdl-38675665

RESUMO

In the search for new bioactive agents against the infectious pathogen responsible for the neglected tropical disease (NTD) mycetoma, we tested a collection of 27 essential oils (EOs) in vitro against Madurella mycetomatis, the primary pathogen responsible for the fungal form of mycetoma, termed eumycetoma. Among this series, the EO of Santalum album (Santalaceae), i.e., East Indian sandalwood oil, stood out prominently with the most potent inhibition in vitro. We, therefore, directed our research toward 15 EOs of Santalum species of different geographical origins, along with two samples of EOs from other plant species often commercialized as "sandalwood oils". Most of these EOs displayed similar strong activity against M. mycetomatis in vitro. All tested oils were thoroughly analyzed by GC-QTOF MS and most of their constituents were identified. Separation of the sandalwood oil into the fractions of sesquiterpene hydrocarbons and alcohols showed that its activity is associated with the sesquiterpene alcohols. The major constituents, the sesquiterpene alcohols (Z)-α- and (Z)-ß-santalol were isolated from the S. album oil by column chromatography on AgNO3-coated silica. They were tested as isolated compounds against the fungus, and (Z)-α-santalol was about two times more active than the ß-isomer.


Assuntos
Madurella , Micetoma , Óleos Voláteis , Óleos de Plantas , Santalum , Sesquiterpenos , Madurella/efeitos dos fármacos , Óleos de Plantas/farmacologia , Óleos de Plantas/química , Óleos Voláteis/farmacologia , Óleos Voláteis/química , Micetoma/microbiologia , Micetoma/tratamento farmacológico , Santalum/química , Sesquiterpenos/farmacologia , Sesquiterpenos/química , Antifúngicos/farmacologia , Antifúngicos/química , Testes de Sensibilidade Microbiana
11.
BMJ Case Rep ; 17(4)2024 Apr 24.
Artigo em Inglês | MEDLINE | ID: mdl-38663898

RESUMO

Mycetoma is a chronic granulomatous infectious disease with a triad of subcutaneous swelling, discharging sinuses and the presence of granules. The infection may occur following minor trauma or penetrating thorn injury. We report a case of a man in his 40s with a history of thorn prick 9 years ago, followed by the formation of painless discharging sinuses on the right foot for the past 2 years. Clinical, local epidemiological, histopathological examination and Gram stain confirmed the diagnosis of actinomycetoma. Prior to initiating the Welsh regimen, a pretreatment assessment of the patient's auditory function was conducted through pure tone audiometry, indicating the existence of pre-existing high-frequency bilateral sensorineural hearing loss. The patient was treated with linezolid as an alternative to amikacin, at a dosage of 600 mg two times per day, leading to complete resolution within 3 weeks. This underscores linezolid's efficacy as a safe and cost-effective alternative for actinomycetoma, without causing ototoxic side effects.


Assuntos
Perda Auditiva Neurossensorial , Linezolida , Micetoma , Humanos , Linezolida/uso terapêutico , Linezolida/efeitos adversos , Linezolida/administração & dosagem , Masculino , Perda Auditiva Neurossensorial/tratamento farmacológico , Perda Auditiva Neurossensorial/diagnóstico , Micetoma/tratamento farmacológico , Micetoma/diagnóstico , Adulto , Antibacterianos/uso terapêutico , Antibacterianos/efeitos adversos , Antibacterianos/administração & dosagem , Resultado do Tratamento
12.
BMJ Case Rep ; 17(3)2024 Mar 08.
Artigo em Inglês | MEDLINE | ID: mdl-38458767

RESUMO

Eumycetoma, a subcutaneous infection caused by various fungi with pathognomonic discharging grain, is rarely reported in Malaysia. This case concerns a eumycetoma infection in an immunocompetent man who presented with progressive left foot swelling complicated with pustules, sinuses and pale grain discharge for the past year after recurrent thorn pricks. Histological findings of the grain and tissue showed foci of septate fungal hyphae. Tissue culture yielded no growth. Amplification and sequencing of the rDNA internal transcribed spacer 1 (ITS1), ITS4 and large subunit regions of the tissue identified the causative agent as Fusarium falciforme, highlighting the role of molecular diagnostic method in identifying fungal species in eumycetoma. The patient was treated with surgical excision and oral itraconazole with excellent improvement. However, he presented again with recurrence after defaulting therapy. F. falciforme has been implicated in causing diseases in crops and sea turtles. Therefore, the One Health approach should be adopted to manage this emerging species.


Assuntos
Fusarium , Micetoma , Masculino , Humanos , Micetoma/diagnóstico , Micetoma/tratamento farmacológico , Doenças Negligenciadas , Itraconazol/uso terapêutico
16.
Trans R Soc Trop Med Hyg ; 118(5): 339-342, 2024 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-38214978

RESUMO

BACKGROUND: Previous studies on the distribution of mycetoma globally have failed to identify Ecuador as an endemic country. METHODS: We present data on 35 cases of mycetoma in Ecuador between 1955 and 2021: 5 cases from our experience and 30 cases from the literature. RESULTS: Eight cases of eumycetoma (23%) and 27 cases of actinomycetoma (77%) were diagnosed. Most cases originated from the coastal region of Ecuador. CONCLUSIONS: For the first time in an English-language publication, this communication confirms the presence of mycetoma in Ecuador, securing Ecuador's position on the global mycetoma map.


Assuntos
Micetoma , Equador/epidemiologia , Humanos , Micetoma/epidemiologia , Micetoma/diagnóstico , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Adolescente , Adulto Jovem , Criança
17.
Mycopathologia ; 189(1): 6, 2024 Jan 17.
Artigo em Inglês | MEDLINE | ID: mdl-38231295

RESUMO

Madurella fahalii is a causative agent of the implantation mycosis mycetoma with decreased susceptibility to itraconazole, the preferred therapeutic drug to combat mycetoma. Here, we report the M. fahalii type-strain CBS 129176 genome assembly and annotation to identify a glutamic acid insert near the azole-binding pocket in the Cyp51A protein.


Assuntos
Madurella , Micetoma , Itraconazol/farmacologia , Azóis
18.
PLoS Negl Trop Dis ; 18(1): e0011726, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38166142

RESUMO

Nutrition plays a critical and crucial role in addressing neglected tropical diseases (NTDs) and their complications, as they often contribute to malnutrition, which can worsen the impact of these conditions. Therefore, it is necessary to investigate the nutritional status of mycetoma patients, which has not been explored previously. This descriptive cross-sectional hospital-based study was conducted at the Mycetoma Research Center (MRC), University of Khartoum, Sudan. The study included 179 confirmed mycetoma patients and an equal number of age- and sex-matched normal controls. The nutritional status of the mycetoma patients was assessed and compared with that of the control group. The majority of the patients were young adults with varying educational levels, predominantly from Central Sudan. The foot was the most commonly affected part; most patients had lesions more than 10 cm in diameter. The Body Mass Index (BMI) was calculated for both study groups, revealing that 43.5% of the patients and 53.6% of controls had a normal BMI. Furthermore, 36% of patients were underweight, contrasting with only 11% in the control group. Correlation analyses indicated no significant associations between BMI and age groups, educational levels, daily meals, food quantity, and appetite in the study population (p > 0.05). Similarly, no significant differences were observed in BMI concerning disease duration and affected sites (p = 0.0577). The Kruskal-Wallis test did not reveal significant differences in BMI means among the groups. The study revealed that most participants consumed three meals daily, and the control group showed a more robust appetite and consumed more food than the patient group (p = 0.005). Nevertheless, there were no significant differences in the consumption of different food types between the patient and control groups and among different BMI categories (p = 0.025 and 0.040, respectively).


Assuntos
Micetoma , Estado Nutricional , Adulto Jovem , Humanos , Micetoma/complicações , Micetoma/epidemiologia , Micetoma/patologia , Sudão/epidemiologia , Estudos Transversais , Índice de Massa Corporal
19.
Trop Doct ; 54(1): 42-44, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37715653

RESUMO

Mycetoma is a suppurative chronic bacterial or fungal disease inoculated into the body by minor trauma which may penetrate from subcutaneous tissue to bone. Although the lower extremities are most commonly affected, rare forms can also be seen from time to time. The diagnostic triad of swelling in the affected area, multiple sinus formation, and purulent discharge with grains are typical. Definitive diagnosis is made by isolation of the causative pathogen, radiologic imaging, and histopathologic examination. Antifungal and antibacterial options are applied together with surgery. Our aim in this case series is to report and analyze 10 rare cases of mycetoma.


Assuntos
Micetoma , Humanos , Micetoma/diagnóstico , Micetoma/tratamento farmacológico , Micetoma/microbiologia , Somália , Antifúngicos/uso terapêutico , Antibacterianos/uso terapêutico
20.
Trans R Soc Trop Med Hyg ; 118(4): 253-263, 2024 Apr 06.
Artigo em Inglês | MEDLINE | ID: mdl-38088215

RESUMO

BACKGROUND: The therapeutic strategy for mycetoma relies heavily on the identification of the causative agents, which are either fungal or bacterial. While histopathological examination of surgical biopsies is currently the most used diagnostic tool, it requires well-trained pathologists, who are lacking in most rural areas where mycetoma is endemic. In this work we propose and evaluate a machine learning approach that semi-automatically analyses histopathological microscopic images of grains and provides a classification of the disease as eumycetoma or actinomycetoma. METHODS: The computational model is based on radiomics and partial least squares. It is assessed on a dataset that includes 890 individual grains collected from 168 patients originating from the Mycetoma Research Centre in Sudan. The dataset contained 94 eumycetoma cases and 74 actinomycetoma cases, with a distribution of the species among the two causative agents that is representative of the Sudanese distribution. RESULTS: The proposed model achieved identification of causative agents with an accuracy of 91.89%, which is comparable to the accuracy of experts from the domain. The method was found to be robust to a small error in the segmentation of the grain and to changes in the acquisition protocol. Among the radiomics features, the homogeneity of mycetoma grain textures was found to be the most discriminative feature for causative agent identification. CONCLUSION: The results presented in this study support that this computational approach could greatly benefit rural areas with limited access to specialized clinical centres and also provide a second opinion for expert pathologists to implement the appropriate therapeutic strategy.


Assuntos
Micetoma , Humanos , Micetoma/diagnóstico por imagem , Biópsia , Sudão/epidemiologia
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