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How habitat factors affect an Aedes mosquitoes driven outbreak at temperate latitudes: The case of the Chikungunya virus in Italy. 栖息地因素如何影响伊蚊在温带地区引发的疫情:以意大利的基孔肯雅病毒为例。
IF 3.8 2区 医学 Q1 Medicine Pub Date : 2023-08-17 eCollection Date: 2023-08-01 DOI: 10.1371/journal.pntd.0010655
Angelo Solimini, Chiara Virgillito, Mattia Manica, Piero Poletti, Giorgio Guzzetta, Giovanni Marini, Roberto Rosà, Federico Filipponi, Paola Scognamiglio, Francesco Vairo, Beniamino Caputo

Background: Outbreaks of Aedes-borne diseases in temperate areas are not frequent, and limited in number of cases. We investigate the associations between habitat factors and temperature on individuals' risk of chikungunya (CHIKV) in a non-endemic area by spatially analyzing the data from the 2017 Italian outbreak.

Methodology/principal findings: We adopted a case-control study design to analyze the association between land-cover variables, temperature, and human population density with CHIKV cases. The observational unit was the area, at different scales, surrounding the residence of each CHIKV notified case. The statistical analysis was conducted considering the whole dataset and separately for the resort town of Anzio and the metropolitan city of Rome, which were the two main foci of the outbreak. In Rome, a higher probability for the occurrence of CHIKV cases is associated with lower temperature (OR = 0.72; 95% CI: 0.61-0.85) and with cells with higher vegetation coverage and human population density (OR = 1.03; 95% CI: 1.00-1.05). In Anzio, CHIKV case occurrence was positively associated with human population density (OR = 1.03; 95% CI: 1.00-1.06) but not with habitat factors or temperature.

Conclusion/significance: Using temperature, human population density and vegetation coverage data as drives for CHIKV transmission, our estimates could be instrumental in assessing spatial heterogeneity in the risk of experiencing arboviral diseases in non-endemic temperate areas.

背景:伊蚊传播疾病在温带地区的爆发并不频繁,病例数量有限。我们通过空间分析2017年意大利疫情的数据,研究了栖息地因素和温度对非流行地区个体基孔肯雅病(CHIKV)风险的影响。方法/主要发现:我们采用病例对照研究设计来分析土地覆盖变量、温度和人口密度与CHIKV病例之间的关系。观测单位是每个CHIKV通报病例住所周围不同规模的区域。统计分析是在考虑整个数据集的情况下进行的,并分别针对度假小镇安齐奥和大都市罗马,这两个城市是疫情的两个主要焦点。在罗马,CHIKV病例发生的概率较高,与较低的温度有关(OR=0.72;95%CI:0.61-0.85),与植被覆盖率和人口密度较高的细胞有关(OR=1.03;95%CI:1.00-1.05),CHIKV病例的发生与人口密度呈正相关(OR=1.03;95%CI:1.00-1.06),但与生境因素或温度无关。结论/意义:利用温度、人口密度和植被覆盖率数据作为CHIKV传播的驱动因素,我们的估计可能有助于评估非流行温带地区发生虫媒病毒性疾病风险的空间异质性。
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引用次数: 0
Development of a high-throughput in vitro screening method for the assessment of cell-damaging activities of snake venoms. 开发一种高通量体外筛选方法来评估蛇毒的细胞损伤活性。
IF 3.8 2区 医学 Q1 Medicine Pub Date : 2023-08-17 eCollection Date: 2023-08-01 DOI: 10.1371/journal.pntd.0011564
Matyas A Bittenbinder, Liliana Capinha, Daniel Da Costa Pereira, Julien Slagboom, Bas van de Velde, Nicholas R Casewell, Paul Jennings, Jeroen Kool, Freek J Vonk

Snakebite envenoming is a globally important public health issue that has devastating consequences on human health and well-being, with annual mortality rates between 81,000 and 138,000. Snake venoms may cause different pathological effects by altering normal physiological processes such as nervous transfer and blood coagulation. In addition, snake venoms can cause severe (local) tissue damage that may result in life-long morbidities, with current estimates pointing towards an additional 450,000 individuals that suffer from permanent disabilities such as amputations, contractions and blindness. Despite such high morbidity rates, research to date has been mainly focusing on neurotoxic and haemotoxic effects of snake venoms and considerably less on venom-induced tissue damage. The molecular mechanisms underlaying this pathology include membrane disruption and extracellular matrix degradation. This research describes methods used to study the (molecular) mechanisms underlaying venom-induced cell- and tissue damage. A selection of cellular bioassays and fluorescent microscopy were used to study cell-damaging activities of snake venoms in multi-well plates, using both crude and fractionated venoms. A panel of 10 representative medically relevant snake species was used, which cover a large part of the geographical regions most heavily affected by snakebite. The study comprises both morphological data as well as quantitative data on cell metabolism and viability, which were measured over time. Based on this data, a distinction could be made in the ways by which viper and elapid venoms exert their effects on cells. We further made an effort to characterise the bioactive compounds causing these effects, using a combination of liquid chromatography methods followed by bioassaying and protein identification using proteomics. The outcomes of this study might prove valuable for better understanding venom-induced cell- and tissue-damaging pathologies and could be used in the process of developing and improving snakebite treatments.

蛇咬伤是一个全球重要的公共卫生问题,对人类健康和福祉具有毁灭性影响,年死亡率在8.1万至13.8万之间。蛇毒可能通过改变正常的生理过程,如神经转移和血液凝固,引起不同的病理影响。此外,蛇毒会造成严重的(局部)组织损伤,可能导致终身疾病,目前估计还有45万人患有截肢、宫缩和失明等永久性残疾。尽管发病率如此之高,但迄今为止的研究主要集中在蛇毒的神经毒性和血液毒性作用上,而对毒液引起的组织损伤的研究则少得多。这种病理学的分子机制包括膜破坏和细胞外基质降解。这项研究描述了用于研究毒液诱导的细胞和组织损伤的(分子)机制的方法。采用细胞生物测定法和荧光显微镜对蛇毒液在多孔板中的细胞损伤活性进行了研究。使用了一个由10种具有代表性的医学相关蛇物种组成的小组,这些物种覆盖了受蛇咬影响最严重的大部分地理区域。该研究包括形态学数据以及随时间测量的细胞代谢和活力的定量数据。根据这些数据,可以区分毒蛇和蛇毒液对细胞发挥作用的方式。我们进一步努力通过结合液相色谱法、生物测定法和蛋白质组学鉴定法来表征引起这些影响的生物活性化合物。这项研究的结果可能有助于更好地了解毒液诱导的细胞和组织损伤病理,并可用于开发和改进蛇咬伤治疗方法。
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引用次数: 0
Frequency, geographical distribution and outcomes of pit viper bites in Malaysia consulted to Remote Envenomation Consultancy Services (RECS) from 2017 to 2020. 2017年至2020年,马来西亚的毒蛇咬伤频率、地理分布和结果咨询了远程包络咨询服务公司(RECS)。
IF 3.8 2区 医学 Q1 Medicine Pub Date : 2023-08-16 eCollection Date: 2023-08-01 DOI: 10.1371/journal.pntd.0011569
Reza Murad Qamruddin, Ruth Sabrina Safferi, Zainalabidin Mohamed Ismail, Mohd Shukruddeen Salleh, Muhammad Nadzmi Hadi Abd Hamid, Vera Effa Rezar Frederic Ng, Wan Chee Goh, Ahmad Khaldun Ismail

Not all pit viper species are present in every state of Malaysia and their distribution varies according to altitude. There is limited information on pit viper bite incidence and its geographical distribution. This was a cross-sectional study of confirmed pit viper bite cases referred to Remote Envenomation Consultancy Services (RECS) from January 2017 to December 2020. Data was collected following the approval of institutional research ethics committee. Universal sampling methods were used. Confirmed pit viper bite cases in each state, geographical location and the antivenom used were reported. A total of 523 confirmed pit viper bite injuries occurred over the 4-year study period. The majority were Malaysians, male and young adults. Most were non-occupational related (83.9%) and involved the upper limbs (46.8%). The commonest pit viper species involved was Trimeresurus purpureomaculatus (23.7%). Green pit viper antivenom (GPAV) was the most frequent antivenom used (n = 51) with the majority of patients requiring only one dose (3 vials). This study provides a better appreciation of indigenous pit viper species distribution for each state and reflects the requirement of appropriate antivenom to be stocked in each state or district hospital.

并非所有的斑蝰物种都存在于马来西亚的每个州,它们的分布因海拔高度而异。关于毒蛇咬伤的发生率及其地理分布的信息有限。这是一项针对2017年1月至2020年12月提交给远程包络咨询服务公司(RECS)的确诊毒蛇咬伤病例的横断面研究。数据是在机构研究伦理委员会批准后收集的。采用了通用取样方法。报告了每个州、地理位置和使用的抗蛇毒血清中确诊的毒蛇咬伤病例。在为期4年的研究期间,共有523起已确认的毒蛇咬伤事件发生。大多数是马来西亚人、男性和年轻人。大多数是非职业相关的(83.9%),涉及上肢(46.8%)。最常见的斑蝰种类是紫浆单体Trimereurus purpureomaculatus(23.7%)。绿斑蝰抗蛇毒血清(GPAV)是使用最频繁的抗蛇毒血清,(n=51),大多数患者只需要一剂(3瓶)。这项研究更好地了解了各州本土斑蝰的物种分布,并反映了各州或地区医院对储存适当抗蛇毒血清的要求。
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引用次数: 0
Towards the invasion of wild and rural forested areas in Gabon (Central Africa) by the Asian tiger mosquito Aedes albopictus: Potential risks from the one health perspective. 亚洲虎蚊白纹伊蚊对加蓬(中非)野生和农村森林地区的入侵:从一个健康角度来看的潜在风险。
IF 3.8 2区 医学 Q1 Medicine Pub Date : 2023-08-16 eCollection Date: 2023-08-01 DOI: 10.1371/journal.pntd.0011501
Judicaël Obame-Nkoghe, David Roiz, Marc-Flaubert Ngangue, Carlo Costantini, Nil Rahola, Davy Jiolle, David Lehmann, Loïc Makaga, Diego Ayala, Pierre Kengne, Christophe Paupy

Background: Since its first record in urban areas of Central-Africa in the 2000s, the invasive mosquito, Aedes albopictus, has spread throughout the region, including in remote villages in forested areas, causing outbreaks of Aedes-borne diseases, such as dengue and chikungunya. Such invasion might enhance Ae. albopictus interactions with wild animals in forest ecosystems and favor the spillover of zoonotic arboviruses to humans. The aim of this study was to monitor Ae. albopictus spread in the wildlife reserve of La Lopé National Park (Gabon), and evaluate the magnitude of the rainforest ecosystem colonization.

Methodology: From 2014 to 2018, we used ovitraps, larval surveys, BG-Sentinel traps, and human landing catches along an anthropization gradient from La Lopé village to the natural forest in the Park.

Conclusions: We detected Ae. albopictus in gallery forest up to 15 km away from La Lopé village. However, Ae. albopictus was significantly more abundant at anthropogenic sites than in less anthropized areas. The number of eggs laid by Ae. albopictus decreased progressively with the distance from the forest fringe up to 200m inside the forest. Our results suggested that in forest ecosystems, high Ae. albopictus density is mainly observed at interfaces between anthropized and natural forested environments. Additionally, our data suggested that Ae. albopictus may act as a bridge vector of zoonotic pathogens between wild and anthropogenic compartments.

背景:自2000年代在中非城市地区首次记录以来,入侵蚊子白纹伊蚊已在整个地区传播,包括在森林地区的偏远村庄,导致伊蚊传播疾病的爆发,如登革热和基孔肯雅病。这种入侵可能会增强白纹伊蚊与森林生态系统中野生动物的相互作用,并有利于人畜共患虫媒病毒向人类传播。本研究的目的是监测白纹伊蚊在拉洛佩国家公园野生动物保护区(加蓬)的传播,并评估雨林生态系统殖民化的程度。方法:从2014年到2018年,我们使用了诱蚊产卵器、幼虫调查、BG哨兵陷阱和人类着陆捕获物,沿着从La Lopé村到公园天然林的人为化梯度。结论:我们在距离La Lopé村15公里的廊道森林中检测到白纹伊蚊。然而,白纹伊蚊在人类活动场所的数量明显多于在人类活动较少的地区。白纹伊蚊产卵量随着距林缘200米的距离逐渐减少。我们的研究结果表明,在森林生态系统中,白纹伊蚊的高密度主要出现在人工和自然森林环境之间的界面上。此外,我们的数据表明,白纹伊蚊可能是野生和人为区室之间人畜共患病原体的桥梁媒介。
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引用次数: 0
Cultural adaption and validation of the Explanatory Model Interview Catalogue-Community Stigma Scale in the assessment of public stigma related to schistosomiasis in lakeshore areas of Mwanza region, Tanzania. 坦桑尼亚姆万扎地区湖岸地区血吸虫病相关公众污名评估中解释性模型访谈目录社区污名量表的文化适应和验证。
IF 3.8 2区 医学 Q1 Medicine Pub Date : 2023-08-14 eCollection Date: 2023-08-01 DOI: 10.1371/journal.pntd.0011534
Laura Klinker, Anne Boeckler, Saskia Kreibich, Humphrey Mazigo

Background: Previous qualitative studies on attitudes towards schistosomiasis demonstrated inconclusive results on the extent of stigma towards schistosomiasis in endemic communities around the world. The Explanatory Model Interview Catalogue-Community Stigma Scale (EMIC-CSS) has been used and validated for the assessment of public stigma across numerous countries in various health conditions. This study tested the performance of the scale in the context of stigma related to schistosomiasis in twelve communities in the three districts of Magu, Nyamagana and Ilemela in Mwanza region, Tanzania.

Methodology/principal findings: The 15-item-version of the EMC-CSS was first translated to Kiswahili language. The translation was discussed within the research team to retain the meaning of the items and implement cultural adaptations. Validation of the adapted EMIC-CSS scale was conducted following the framework of Herdman and Fox- Rushby. A pilot study with 41 participants from two communities provided the basis for testing the performance of each item and assessing the semantic and operational equivalence of the scales. In addition, eight qualitative focus group discussions (FGDs) were conducted to evaluate the conceptional equivalence of the EMIC-CSS. Finally, the performance of the adjusted scale was tested on 200 participants with a 50:50 male-female ratio from ten communities. The mean score of the EMIC-CSS M = 8.35 (SD = 6.63) shows clear indications for public stigma towards schistosomiasis. The EMIC-CSS demonstrated a good internal consistency with Cronbach's alpha α = .857 and no floor and ceiling effects.

Conclusion/significance: The results demonstrate that the EMIC-CSS is a useful instrument in assessing public stigma towards schistosomiasis and allow a clear recommendation of the EMIC-CSS for schistosomiasis in the Tanzanian culture. However, future studies are additionally recommended to address specific aspects and forms of the disease and how they contribute to the development of stigma towards schistosomiasis.

背景:先前对血吸虫病态度的定性研究表明,世界各地血吸虫病流行社区对血吸虫病的污名程度没有定论。解释性模型访谈目录社区污名量表(EMIC-CSS)已被用于评估许多国家在各种健康状况下的公众污名。本研究在坦桑尼亚姆万扎地区马古、尼亚马加纳和伊雷梅拉三个区的12个社区测试了该量表在与血吸虫病相关的污名背景下的表现。方法/主要发现:EMC-CSS的15项版本首次被翻译成斯瓦希里语。研究小组对翻译进行了讨论,以保留项目的含义并进行文化改编。根据Herdman和Fox-Rashby的框架,对适用的EMIC-CSS量表进行了验证。一项由来自两个社区的41名参与者参与的试点研究为测试每个项目的表现以及评估量表的语义和操作等效性提供了基础。此外,还进行了八次定性焦点小组讨论(FGD),以评估EMIC-CSS的概念等效性。最后,对来自10个社区的200名男女比例为50:50的参与者进行了调整后的量表的测试。EMIC-CSS的平均得分M=8.35(SD=6.63)显示了公众对血吸虫病的污名化的明显迹象。EMIC-CSS显示出与Cronbachα=.857的良好内部一致性,并且没有地板和天花板效应。结论/意义:研究结果表明,EMIC-CSS是评估公众对血吸虫病污名的有用工具,并允许在坦桑尼亚文化中明确推荐EMIC-CSS治疗血吸虫病。然而,还建议未来的研究解决该疾病的具体方面和形式,以及它们如何导致对血吸虫病的污名化。
{"title":"Cultural adaption and validation of the Explanatory Model Interview Catalogue-Community Stigma Scale in the assessment of public stigma related to schistosomiasis in lakeshore areas of Mwanza region, Tanzania.","authors":"Laura Klinker,&nbsp;Anne Boeckler,&nbsp;Saskia Kreibich,&nbsp;Humphrey Mazigo","doi":"10.1371/journal.pntd.0011534","DOIUrl":"10.1371/journal.pntd.0011534","url":null,"abstract":"<p><strong>Background: </strong>Previous qualitative studies on attitudes towards schistosomiasis demonstrated inconclusive results on the extent of stigma towards schistosomiasis in endemic communities around the world. The Explanatory Model Interview Catalogue-Community Stigma Scale (EMIC-CSS) has been used and validated for the assessment of public stigma across numerous countries in various health conditions. This study tested the performance of the scale in the context of stigma related to schistosomiasis in twelve communities in the three districts of Magu, Nyamagana and Ilemela in Mwanza region, Tanzania.</p><p><strong>Methodology/principal findings: </strong>The 15-item-version of the EMC-CSS was first translated to Kiswahili language. The translation was discussed within the research team to retain the meaning of the items and implement cultural adaptations. Validation of the adapted EMIC-CSS scale was conducted following the framework of Herdman and Fox- Rushby. A pilot study with 41 participants from two communities provided the basis for testing the performance of each item and assessing the semantic and operational equivalence of the scales. In addition, eight qualitative focus group discussions (FGDs) were conducted to evaluate the conceptional equivalence of the EMIC-CSS. Finally, the performance of the adjusted scale was tested on 200 participants with a 50:50 male-female ratio from ten communities. The mean score of the EMIC-CSS M = 8.35 (SD = 6.63) shows clear indications for public stigma towards schistosomiasis. The EMIC-CSS demonstrated a good internal consistency with Cronbach's alpha α = .857 and no floor and ceiling effects.</p><p><strong>Conclusion/significance: </strong>The results demonstrate that the EMIC-CSS is a useful instrument in assessing public stigma towards schistosomiasis and allow a clear recommendation of the EMIC-CSS for schistosomiasis in the Tanzanian culture. However, future studies are additionally recommended to address specific aspects and forms of the disease and how they contribute to the development of stigma towards schistosomiasis.</p>","PeriodicalId":20260,"journal":{"name":"PLoS Neglected Tropical Diseases","volume":"17 8","pages":"e0011534"},"PeriodicalIF":3.8,"publicationDate":"2023-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10449129/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10070230","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
De novo assembly and annotation of the Amblyomma hebraeum tick midgut transcriptome response to Ehrlichia ruminantium infection. 钩虫中肠转录组对反刍埃立克体感染反应的从头组装和注释。
IF 3.8 2区 医学 Q1 Medicine Pub Date : 2023-08-14 eCollection Date: 2023-08-01 DOI: 10.1371/journal.pntd.0011554
David Omondi, Erich Zweygarth, Edwin Murungi, Frans Jongejan, Ard M Nijhof

The South African bont tick Amblyomma hebraeum is a hematophagous vector for the heartwater disease pathogen Ehrlichia ruminantium in southern Africa. During feeding, the tick's enterocytes express proteins that perform vital functions in blood digestion, including proteins that may be involved in E. ruminantium acquisition, colonization or immunity. To delineate the molecular mechanism of midgut response to E. ruminantium infection, we performed comparative analyses of midgut transcriptomes of E. ruminantium infected engorged A. hebraeum nymphs, and infected adult male and female ticks with their corresponding matched uninfected controls, before and during feeding. A total of 102,036 unigenes were annotated in public databases and their expression levels analyzed for engorged nymphs as well as unfed and partly-fed adult ticks. There were 2,025 differentially expressed genes (DEGs) in midguts, of which 1,225 unigenes were up-regulated and 800 unigenes were down-regulated in the midguts of infected ticks. Annotation of DEGs revealed an increase in metabolic and cellular processes among E. ruminantium infected ticks. Notably, among the infected ticks, there was up-regulation in the expression of genes involved in tick immunity, histone proteins and oxidative stress responses. We also observed up-regulation of glycoproteins that E. ruminantium could potentially use as docking sites for host cell entry. Insights uncovered in this study offer a platform for further investigations into the molecular interaction between E. ruminantium and A. hebraeum.

南非邦特蜱Amblyomma hebraeum是南部非洲心水病病原体反刍埃立克体的吸血媒介。在喂食过程中,蜱的肠上皮细胞表达在血液消化中发挥重要功能的蛋白质,包括可能参与反刍动物获取、定植或免疫的蛋白质。为了阐明中肠对反刍杆菌感染反应的分子机制,我们在喂食前和喂食过程中,对感染反刍杆菌的饱腹A.hebraeum若虫、感染成年雄性和雌性蜱及其相应的匹配未感染对照的中肠转录组进行了比较分析。在公共数据库中共注释了102036个unigenes,并分析了饱足若虫以及未喂食和部分喂食的成年蜱的表达水平。共有2025个差异表达基因(DEGs)在感染蜱的中肠中表达,其中1225个unigenes上调,800个unigene下调。DEG的注释显示,感染反刍杆菌的蜱虫的代谢和细胞过程增加。值得注意的是,在受感染的蜱虫中,参与蜱虫免疫、组蛋白和氧化应激反应的基因表达上调。我们还观察到反刍动物可能用作宿主细胞进入的对接位点的糖蛋白的上调。这项研究中发现的见解为进一步研究反刍动物和hebraeum之间的分子相互作用提供了平台。
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引用次数: 0
First report on mycetoma in Turkana County-North-western Kenya. 关于肯尼亚西北部图尔卡纳县真菌瘤的首次报道。
IF 3.8 2区 医学 Q1 Medicine Pub Date : 2023-08-14 eCollection Date: 2023-08-01 DOI: 10.1371/journal.pntd.0011327
María Francisca Colom, Consuelo Ferrer, John Lochuke Ekai, David Ferrández, Laura Ramírez, Noelia Gómez-Sánchez, Simion Leting, Carmen Hernández

Mycetoma is one of the six Neglected Tropical Diseases that are prevalent in Turkana County (northwest Kenya). The aim of the study was to estimate the prevalence of mycetoma in the county, as well as to describe the main causative agents involved in the disease using methods affordable locally. Based on the data collected by the team of cooperative medicine Cirugia en Turkana (Surgery in Turkana), a specific study for mycetoma was started during the 16th humanitarian medicine campaign in February 2019. Patients with suspected mycetoma were studied at the Lodwar County Referral Hospital (LCRH). After informing the patient and getting their consent, the lesions were examined and sampled (mainly by biopsy) and clinical data were recorded. Samples were washed in sterile saline solution and cut in fragments. Some of these were inoculated on Sabouraud Dextrose Agar, Malt Extract Agar, and diluted Nutrient Agar plates. One fragment of each sample was used for DNA extraction. The DNA and the rest of the fragments of samples were kept at -20°C. All cultures were incubated at room temperature at the LCRH laboratory. The DNA obtained from clinical samples was submitted to PCR amplification of the ITS-5.8S and the V4-V5 16S rRNA gene region, for the detection and identification of fungi and bacteria respectively. From February 2019 till February 2022, 60 patients were studied. Most of them were men (43, 74,1%) between 13 and 78 y.o. (mean age 37). Half of the patients were herdsmen but, among women 40% (6) were housewives and 26.7% (4) charcoal burners. Lesions were mainly located at the feet (87.9%) and most of the patients (54; 93.1%) reported discharge of grains in the exudate, being 27 (46.6%) yellow or pale colored and 19 (32.8%) of them dark grains. Culture of clinical samples yielded 35 fungal and bacterial putative causative agents. Culture and molecular methods allowed the identification of a total of 21 causative agents of mycetoma (39.6% of cases studied). Most of them (17) corresponded to fungi causing eumycetoma (80.9%) being the most prevalent the genus Madurella (7; 41.2%), with two species involved (M. mycetomatis and M. fahalii), followed by Aspergillus (2; 11.8%). Other minority genera detected were Cladosporium, Fusarium, Acremonium, Penicillium, and Trichophyton (5.9% each of them). Actinobacteria were detected in 19.1% of samples, but only Streptomyces somaliensis was identified as a known agent of mycetoma, the rest being actinobacteria not previously described as causative agents of the disease, such as Cellulosimicrobium cellulans detected in two of the patients. Although Kenya is geographically located in the mycetoma belt, to our knowledge this is the first report on mycetoma in this country from 1973, and the first one for Turkana County.

Mycetoma是在图尔卡纳县(肯尼亚西北部)流行的六种被忽视的热带疾病之一。该研究的目的是估计该县霉菌瘤的流行率,并使用当地负担得起的方法描述该疾病的主要病原体。根据图尔卡纳合作医学Cirugia en Turkana(图尔卡纳外科)团队收集的数据,在2019年2月的第16次人道主义医学运动期间,开始了一项针对霉菌瘤的具体研究。在洛德瓦县转诊医院(LCRH)对疑似霉菌瘤患者进行了研究。在通知患者并征得他们的同意后,对病变进行检查和取样(主要通过活检),并记录临床数据。样品在无菌盐水溶液中洗涤并切成碎片。其中一些接种在沙氏葡萄糖琼脂、麦芽提取物琼脂和稀释的营养琼脂平板上。每个样品的一个片段用于DNA提取。DNA和样品的其余片段保存在-20°C下。所有培养物在室温下在LCRH实验室中孵育。将从临床样本中获得的DNA进行ITS-5.8S和V4-V5 16S rRNA基因区的PCR扩增,分别用于真菌和细菌的检测和鉴定。从2019年2月到2022年2月,对60名患者进行了研究。其中大多数是13岁至78岁(平均年龄37岁)的男性(43.74,1%)。一半的患者是牧民,但在女性中,40%(6)是家庭主妇,26.7%(4)是烧炭者。病变主要位于足部(87.9%),大多数患者(54例;93.1%)报告渗出液中有颗粒物排出,其中27例(46.6%)为黄色或浅色,19例(32.8%)为深色颗粒。临床样本的培养产生了35种真菌和细菌的假定病原体。培养和分子方法共鉴定出21种霉菌瘤病原体(39.6%的研究病例)。它们中的大多数(17)对应于引起真菌瘤的真菌(80.9%),是最常见的Madurella属(7;41.2%),涉及两个物种(M.mycetomis和M.fahalii),其次是曲霉属(2;11.8%)。19.1%的样本中检测到放线菌,但只有索马里链霉菌被确定为霉菌瘤的已知病原体,其余的放线菌以前没有被描述为该疾病的病原体,例如在其中两名患者中检测到的Cellulosimicrobium cellans。尽管肯尼亚在地理上位于真菌瘤带,但据我们所知,这是自1973年以来该国第一份关于真菌瘤的报告,也是图尔卡纳县的第一份报告。
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引用次数: 0
Deep learning for AI-based diagnosis of skin-related neglected tropical diseases: A pilot study. 基于人工智能的深度学习诊断与皮肤相关的被忽视的热带疾病:一项试点研究。
IF 3.8 2区 医学 Q1 Medicine Pub Date : 2023-08-14 eCollection Date: 2023-08-01 DOI: 10.1371/journal.pntd.0011230
Rie R Yotsu, Zhengming Ding, Jihun Hamm, Ronald E Blanton

Background: Deep learning, which is a part of a broader concept of artificial intelligence (AI) and/or machine learning has achieved remarkable success in vision tasks. While there is growing interest in the use of this technology in diagnostic support for skin-related neglected tropical diseases (skin NTDs), there have been limited studies in this area and fewer focused on dark skin. In this study, we aimed to develop deep learning based AI models with clinical images we collected for five skin NTDs, namely, Buruli ulcer, leprosy, mycetoma, scabies, and yaws, to understand how diagnostic accuracy can or cannot be improved using different models and training patterns.

Methodology: This study used photographs collected prospectively in Côte d'Ivoire and Ghana through our ongoing studies with use of digital health tools for clinical data documentation and for teledermatology. Our dataset included a total of 1,709 images from 506 patients. Two convolutional neural networks, ResNet-50 and VGG-16 models were adopted to examine the performance of different deep learning architectures and validate their feasibility in diagnosis of the targeted skin NTDs.

Principal findings: The two models were able to correctly predict over 70% of the diagnoses, and there was a consistent performance improvement with more training samples. The ResNet-50 model performed better than the VGG-16 model. A model trained with PCR confirmed cases of Buruli ulcer yielded 1-3% increase in prediction accuracy across all diseases, except, for mycetoma, over a model which training sets included unconfirmed cases.

Conclusions: Our approach was to have the deep learning model distinguish between multiple pathologies simultaneously-which is close to real-world practice. The more images used for training, the more accurate the diagnosis became. The percentages of correct diagnosis increased with PCR-positive cases of Buruli ulcer. This demonstrated that it may be better to input images from the more accurately diagnosed cases in the training models also for achieving better accuracy in the generated AI models. However, the increase was marginal which may be an indication that the accuracy of clinical diagnosis alone is reliable to an extent for Buruli ulcer. Diagnostic tests also have their flaws, and they are not always reliable. One hope for AI is that it will objectively resolve this gap between diagnostic tests and clinical diagnoses with the addition of another tool. While there are still challenges to be overcome, there is a potential for AI to address the unmet needs where access to medical care is limited, like for those affected by skin NTDs.

背景:深度学习是人工智能(AI)和/或机器学习更广泛概念的一部分,在视觉任务中取得了显著成功。尽管人们对将这项技术用于与皮肤相关的被忽视的热带疾病(皮肤NTD)的诊断支持越来越感兴趣,但该领域的研究有限,对深色皮肤的研究较少。在这项研究中,我们旨在利用我们为五种皮肤NTD(即布鲁里溃疡、麻风病、霉菌瘤、疥疮和雅司病)收集的临床图像,开发基于深度学习的人工智能模型,以了解如何使用不同的模型和训练模式来提高诊断准确性。方法:本研究使用了在科特迪瓦和加纳前瞻性收集的照片,通过我们正在进行的研究,使用数字健康工具进行临床数据记录和远程皮肤病学。我们的数据集包括506名患者的1709张图像。采用两个卷积神经网络,ResNet-50和VGG-16模型来检查不同深度学习架构的性能,并验证其在诊断目标皮肤NTD中的可行性。主要发现:这两个模型能够正确预测70%以上的诊断,并且随着训练样本的增加,性能持续提高。ResNet-50模型的性能优于VGG-16模型。用PCR确诊的布鲁里溃疡病例训练的模型在所有疾病中的预测准确率都提高了1-3%,除了霉菌瘤,与训练集包括未确诊病例的模型相比。结论:我们的方法是让深度学习模型同时区分多种病理,这与现实世界的实践非常接近。用于训练的图像越多,诊断就越准确。布鲁里溃疡的PCR阳性病例的正确诊断率增加。这表明,在训练模型中输入来自更准确诊断病例的图像可能更好,也可以在生成的AI模型中实现更好的准确性。然而,这种增加是微不足道的,这可能表明单独临床诊断的准确性在一定程度上对布鲁里溃疡是可靠的。诊断测试也有缺陷,而且并不总是可靠的。人工智能的一个希望是,它将通过添加另一种工具,客观地解决诊断测试和临床诊断之间的差距。尽管仍有挑战需要克服,但人工智能有潜力解决医疗服务有限的未满足需求,比如那些受皮肤NTD影响的人。
{"title":"Deep learning for AI-based diagnosis of skin-related neglected tropical diseases: A pilot study.","authors":"Rie R Yotsu, Zhengming Ding, Jihun Hamm, Ronald E Blanton","doi":"10.1371/journal.pntd.0011230","DOIUrl":"10.1371/journal.pntd.0011230","url":null,"abstract":"<p><strong>Background: </strong>Deep learning, which is a part of a broader concept of artificial intelligence (AI) and/or machine learning has achieved remarkable success in vision tasks. While there is growing interest in the use of this technology in diagnostic support for skin-related neglected tropical diseases (skin NTDs), there have been limited studies in this area and fewer focused on dark skin. In this study, we aimed to develop deep learning based AI models with clinical images we collected for five skin NTDs, namely, Buruli ulcer, leprosy, mycetoma, scabies, and yaws, to understand how diagnostic accuracy can or cannot be improved using different models and training patterns.</p><p><strong>Methodology: </strong>This study used photographs collected prospectively in Côte d'Ivoire and Ghana through our ongoing studies with use of digital health tools for clinical data documentation and for teledermatology. Our dataset included a total of 1,709 images from 506 patients. Two convolutional neural networks, ResNet-50 and VGG-16 models were adopted to examine the performance of different deep learning architectures and validate their feasibility in diagnosis of the targeted skin NTDs.</p><p><strong>Principal findings: </strong>The two models were able to correctly predict over 70% of the diagnoses, and there was a consistent performance improvement with more training samples. The ResNet-50 model performed better than the VGG-16 model. A model trained with PCR confirmed cases of Buruli ulcer yielded 1-3% increase in prediction accuracy across all diseases, except, for mycetoma, over a model which training sets included unconfirmed cases.</p><p><strong>Conclusions: </strong>Our approach was to have the deep learning model distinguish between multiple pathologies simultaneously-which is close to real-world practice. The more images used for training, the more accurate the diagnosis became. The percentages of correct diagnosis increased with PCR-positive cases of Buruli ulcer. This demonstrated that it may be better to input images from the more accurately diagnosed cases in the training models also for achieving better accuracy in the generated AI models. However, the increase was marginal which may be an indication that the accuracy of clinical diagnosis alone is reliable to an extent for Buruli ulcer. Diagnostic tests also have their flaws, and they are not always reliable. One hope for AI is that it will objectively resolve this gap between diagnostic tests and clinical diagnoses with the addition of another tool. While there are still challenges to be overcome, there is a potential for AI to address the unmet needs where access to medical care is limited, like for those affected by skin NTDs.</p>","PeriodicalId":20260,"journal":{"name":"PLoS Neglected Tropical Diseases","volume":"17 8","pages":"e0011230"},"PeriodicalIF":3.8,"publicationDate":"2023-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10449179/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10143327","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancement of capsular hypermucoviscosity in Klebsiella pneumoniae by Acanthamoeba. 棘阿米巴对肺炎克雷伯菌荚膜高粘附度的增强作用。
IF 3.8 2区 医学 Q1 Medicine Pub Date : 2023-08-11 eCollection Date: 2023-08-01 DOI: 10.1371/journal.pntd.0011541
Jian-Ming Huang, Ko-Chiang Sung, Wei-Chen Lin, Hong-Yue Lai, Yu-Jen Wang

Background: Acanthamoeba and Klebsiella pneumoniae are both environmental commensals. Recently, clinical harm caused by hypermucoviscous K. pneumoniae has been observed. However, the interaction between these microbes and the origin of hypermucoviscous K. pneumoniae have not been reported.

Methodology/principal findings: Here, we report that the bacterial capsule is enlarged when co-cultured with Acanthamoeba using India ink staining, and this effect depends on the number of parasites present. This interaction results in an enhancement of capsular polysaccharide production in the subsequent generations of K. pneumoniae, even without co-culturing with Acanthamoeba. The hypermucoviscosity of the capsule was examined using the sedimentation assay and string test. We also screened other K. pneumoniae serotypes, including K1, K2, K5, and K20, for interaction with Acanthamoeba using India ink staining, and found the same interaction effect.

Conclusions/significance: These findings suggest that the interaction between Acanthamoeba and K. pneumoniae could lead to harmful consequences in public health and nosocomial disease control, particularly hypermucoviscous K. pneumoniae infections.

背景:棘阿米巴和肺炎克雷伯菌均为环境共生菌。近年来,人们观察到高粘肺炎克雷伯菌引起的临床危害。然而,这些微生物与高粘肺炎克雷伯菌起源之间的相互作用尚未报道。方法/主要发现:在这里,我们报告了使用印度墨水染色与棘阿米巴共培养时细菌包膜增大,这种影响取决于存在的寄生虫数量。即使不与棘阿米巴共培养,这种相互作用也会增强肺炎克雷伯菌后代的荚膜多糖产量。胶囊的高粘粘度使用沉淀测定法和串试验进行检测。我们还使用印度墨水染色筛选了其他肺炎克雷伯菌血清型,包括K1、K2、K5和K20,以与棘阿米巴相互作用,并发现了相同的相互作用效果。结论/意义:这些发现表明,棘阿米巴和肺炎克雷伯菌之间的相互作用可能会对公共卫生和医院疾病控制造成有害后果,尤其是高粘肺炎克雷伯菌感染。
{"title":"Enhancement of capsular hypermucoviscosity in Klebsiella pneumoniae by Acanthamoeba.","authors":"Jian-Ming Huang,&nbsp;Ko-Chiang Sung,&nbsp;Wei-Chen Lin,&nbsp;Hong-Yue Lai,&nbsp;Yu-Jen Wang","doi":"10.1371/journal.pntd.0011541","DOIUrl":"10.1371/journal.pntd.0011541","url":null,"abstract":"<p><strong>Background: </strong>Acanthamoeba and Klebsiella pneumoniae are both environmental commensals. Recently, clinical harm caused by hypermucoviscous K. pneumoniae has been observed. However, the interaction between these microbes and the origin of hypermucoviscous K. pneumoniae have not been reported.</p><p><strong>Methodology/principal findings: </strong>Here, we report that the bacterial capsule is enlarged when co-cultured with Acanthamoeba using India ink staining, and this effect depends on the number of parasites present. This interaction results in an enhancement of capsular polysaccharide production in the subsequent generations of K. pneumoniae, even without co-culturing with Acanthamoeba. The hypermucoviscosity of the capsule was examined using the sedimentation assay and string test. We also screened other K. pneumoniae serotypes, including K1, K2, K5, and K20, for interaction with Acanthamoeba using India ink staining, and found the same interaction effect.</p><p><strong>Conclusions/significance: </strong>These findings suggest that the interaction between Acanthamoeba and K. pneumoniae could lead to harmful consequences in public health and nosocomial disease control, particularly hypermucoviscous K. pneumoniae infections.</p>","PeriodicalId":20260,"journal":{"name":"PLoS Neglected Tropical Diseases","volume":"17 8","pages":"e0011541"},"PeriodicalIF":3.8,"publicationDate":"2023-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10495012/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10219723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
HIV pre-exposure prophylaxis and incidence of sexually transmitted infections in Brazil, 2018 to 2022: An ecological study of PrEP administration, syphilis, and socioeconomic indicators. 2018年至2022年巴西HIV暴露前预防和性传播感染的发生率:PrEP给药、梅毒和社会经济指标的生态学研究。
IF 3.8 2区 医学 Q1 Medicine Pub Date : 2023-08-11 eCollection Date: 2023-08-01 DOI: 10.1371/journal.pntd.0011548
Paula Knoch Mendonça Gil, Danilo Dos Santos Conrado, Ana Isabel do Nascimento, Micael Viana de Azevedo, João Cesar Pereira da Cunha, Gabriel Serrano Ramires Koch, Camila Guadeluppe Maciel, Alisson André Ribeiro, Antonio Conceição Paranhos Filho, Márcio José de Medeiros, Cláudia Du Bocage Santos-Pinto, Everton Falcão de Oliveira

Background: Human immunodeficiency virus (HIV) pre-exposure prophylaxis (PrEP) is one of the pillars of a combination prevention strategy for reducing the risk of new infections caused by HIV. The daily use of antiretroviral drugs by individuals who are not infected with HIV is required to prevent infection. Although its efficacy has been well established in the literature, in recent years, the decreased supply of antiretroviral drugs has been associated with an increase in the incidence of sexually transmitted infections (STI) and changes in the social determinants of health. An ecological study was conducted covering a five-year period (2018-2022), starting from the year of initiation of PrEP administration in Brazilian state capitals.

Principal findings: Descriptive analysis was performed, and the spatial distribution of study data was taken into account. Correlation analysis was used to assess the association between PrEP administration, the incidence and detection rate of STI, and socioeconomic data. The southern region showed the highest incidence rates of STI, but the northern and northeastern regions demonstrated the worst socioeconomic indicators, especially those related to illiteracy and basic sanitation. PrEP administration was significantly correlated with illiteracy (ρ = -0.658), per capita income (ρ = 0.622), public garbage collection (ρ = 0.612), syphilis (ρ = 0.628) and viral hepatitis (ρ = 0.419) incidences. Further, all STI were significantly associated with illiteracy and per capita income.

Significance: Our findings highlight the need to continue exploring PrEP use and rising syphilis rates. In terms of policy, PrEP administration appears to be inversely associated with regions of greater social vulnerability. Further efforts should focus on the social determinants and health needs of this population to improve access to PrEP and reduce social disparities.

背景:人类免疫缺陷病毒(HIV)暴露前预防(PrEP)是降低HIV引起新感染风险的综合预防策略的支柱之一。未感染艾滋病毒的个人需要每天使用抗逆转录病毒药物来预防感染。尽管其疗效已在文献中得到充分证实,但近年来,抗逆转录病毒药物供应的减少与性传播感染(STI)发病率的增加和健康的社会决定因素的变化有关。从巴西各州首府启动PrEP管理的那一年开始,进行了一项为期五年(2018-2022年)的生态研究。主要发现:进行了描述性分析,并考虑了研究数据的空间分布。相关性分析用于评估PrEP给药、STI的发生率和检出率以及社会经济数据之间的相关性。南部地区的性传播感染发病率最高,但北部和东北部地区的社会经济指标最差,尤其是与文盲和基本卫生有关的指标。PrEP管理与文盲(ρ=-0.658)、人均收入(ρ=0.622)、公共垃圾收集(ρ=0.612)、梅毒(ρ=0.628)和病毒性肝炎(ρ=0.419)发生率显著相关。此外,所有科技创新都与文盲和人均收入密切相关。意义:我们的发现强调了继续探索PrEP使用和梅毒发病率上升的必要性。在政策方面,PrEP管理似乎与社会脆弱性较大的地区呈反比。进一步的努力应侧重于这一人群的社会决定因素和健康需求,以改善获得PrEP的机会并减少社会差距。
{"title":"HIV pre-exposure prophylaxis and incidence of sexually transmitted infections in Brazil, 2018 to 2022: An ecological study of PrEP administration, syphilis, and socioeconomic indicators.","authors":"Paula Knoch Mendonça Gil,&nbsp;Danilo Dos Santos Conrado,&nbsp;Ana Isabel do Nascimento,&nbsp;Micael Viana de Azevedo,&nbsp;João Cesar Pereira da Cunha,&nbsp;Gabriel Serrano Ramires Koch,&nbsp;Camila Guadeluppe Maciel,&nbsp;Alisson André Ribeiro,&nbsp;Antonio Conceição Paranhos Filho,&nbsp;Márcio José de Medeiros,&nbsp;Cláudia Du Bocage Santos-Pinto,&nbsp;Everton Falcão de Oliveira","doi":"10.1371/journal.pntd.0011548","DOIUrl":"10.1371/journal.pntd.0011548","url":null,"abstract":"<p><strong>Background: </strong>Human immunodeficiency virus (HIV) pre-exposure prophylaxis (PrEP) is one of the pillars of a combination prevention strategy for reducing the risk of new infections caused by HIV. The daily use of antiretroviral drugs by individuals who are not infected with HIV is required to prevent infection. Although its efficacy has been well established in the literature, in recent years, the decreased supply of antiretroviral drugs has been associated with an increase in the incidence of sexually transmitted infections (STI) and changes in the social determinants of health. An ecological study was conducted covering a five-year period (2018-2022), starting from the year of initiation of PrEP administration in Brazilian state capitals.</p><p><strong>Principal findings: </strong>Descriptive analysis was performed, and the spatial distribution of study data was taken into account. Correlation analysis was used to assess the association between PrEP administration, the incidence and detection rate of STI, and socioeconomic data. The southern region showed the highest incidence rates of STI, but the northern and northeastern regions demonstrated the worst socioeconomic indicators, especially those related to illiteracy and basic sanitation. PrEP administration was significantly correlated with illiteracy (ρ = -0.658), per capita income (ρ = 0.622), public garbage collection (ρ = 0.612), syphilis (ρ = 0.628) and viral hepatitis (ρ = 0.419) incidences. Further, all STI were significantly associated with illiteracy and per capita income.</p><p><strong>Significance: </strong>Our findings highlight the need to continue exploring PrEP use and rising syphilis rates. In terms of policy, PrEP administration appears to be inversely associated with regions of greater social vulnerability. Further efforts should focus on the social determinants and health needs of this population to improve access to PrEP and reduce social disparities.</p>","PeriodicalId":20260,"journal":{"name":"PLoS Neglected Tropical Diseases","volume":"17 8","pages":"e0011548"},"PeriodicalIF":3.8,"publicationDate":"2023-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10446216/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10441465","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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