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Successful Treatment Outcome of a Pediatric Malignant Germ Cell Tumor With an Extensive Cavo-atrial Tumor Thrombus Presenting as an Oncological Emergency. 儿童恶性生殖细胞肿瘤伴广泛腔房肿瘤血栓的成功治疗结果作为肿瘤急症。
IF 0.9 4区 医学 Q4 HEMATOLOGY Pub Date : 2025-01-01 Epub Date: 2024-12-16 DOI: 10.1097/MPH.0000000000002978
Sai Shiva G, Prasanth Vr, Rajani Lilly Cheriyan, Ajay Sankar, Manjusha Nair, Binitha Rajeswari, Guruprasad Cs, Kalasekhar Vs, Baiju S Dharan, Priyakumari Thankamony

Background: Pediatric germ cell tumor (GCT) with extensive cavo-atrial tumor thrombus presenting as an oncologic emergency is extremely rare.

Observation: A 13-month-old female child with sacrococcygeal GCT having inferior vena cava (IVC) and right atrial thrombus presenting with anasarca and respiratory distress is reported. Because of worsening symptoms post initiation of chemotherapy, tumor thrombus debulking from the right atrium and distal end of IVC was performed on day 9 on an emergency basis. Her symptoms improved, and after planned chemotherapy, tumor excision with coccygectomy could be done. The IVC thrombus remained inoperable due to sclerosis. She remains recurrent-free now 12 months post therapy.

背景:小儿生殖细胞肿瘤(GCT)合并广泛的腔室-心房肿瘤血栓作为肿瘤急症是极为罕见的。观察:我们报告了一例13个月大的女骶尾骨GCT患儿,伴有下腔静脉(IVC)和右心房血栓,表现为无血管和呼吸窘迫。由于化疗开始后症状加重,于第9天急诊行右心房及下腔静脉远端肿瘤血栓清除术。她的症状有所改善,在计划化疗后,可以进行肿瘤切除和尾骨切除术。由于硬化,下腔静脉血栓仍不能手术。治疗12个月后,她仍然没有复发。
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引用次数: 0
Retrospective Comparison of Targeted Anticancer Drugs Predicted by the CNS-TAP Tool Versus Those Selected by a Molecularly Driven Tumor Board in Children With DIPG. 中枢神经系统靶向治疗工具(CNS-TAP)预测的靶向抗癌药物与分子驱动肿瘤委员会(Molecularly Driven Tumor Board)为 DIPG 儿童患者选择的靶向抗癌药物的回顾性比较。
IF 0.9 4区 医学 Q4 HEMATOLOGY Pub Date : 2025-01-01 Epub Date: 2024-11-06 DOI: 10.1097/MPH.0000000000002964
Holly J Roberts, Karthik Ravi, Bernard L Marini, Allison Schepers, Cassie Kline, Lindsay Kilburn, Michael Prados, Sara A Byron, Julie Sturza, Sabine Mueller, Carl Koschmann, Andrea T Franson

The recent trial Pediatric Neuro-Oncology Consortium 003 (PNOC003) utilized a molecular tumor board to recommend personalized treatment regimens based on tumor sequencing results in children with DIPG. We separately developed the Central Nervous System Targeted Agent Prediction (CNS-TAP) tool, which numerically scores targeted anticancer agents using preclinical, clinical, and patient-specific data. We hypothesized that highly scored agents from CNS-TAP would overlap with the PNOC003 tumor board's recommendations. For each of the 28 participants, actionable genetic alterations were derived from PNOC003 genomic reports and input to CNS-TAP to identify the highest scoring agents. These agents were then compared with PNOC003 recommendations, with a resultant concordance percentage calculated. Overall, 38% of the total agents recommended by the tumor board were also selected by CNS-TAP, with higher concordance (63%) in a subanalysis including only targeted anticancer agents. Furthermore, nearly all patients (93%) had at least 1 drug chosen by both methods. We demonstrate overlap between agents recommended by CNS-TAP and PNOC003 tumor board, though this does not appear to improve survival. We do observe some discordance, highlighting strengths and limitations of each method. We propose that a combination of expert opinion and data-driven tools may improve targeted treatment recommendations for children with DIPG.

最近进行的儿科神经肿瘤联盟 003(PNOC003)试验利用分子肿瘤委员会根据 DIPG 儿童的肿瘤测序结果推荐个性化治疗方案。我们单独开发了中枢神经系统靶向药物预测(CNS-TAP)工具,该工具利用临床前、临床和患者特异性数据对靶向抗癌药物进行数字评分。我们假设 CNS-TAP 中得分较高的药物将与 PNOC003 肿瘤委员会的建议重叠。我们从 PNOC003 基因组报告中为 28 位参与者中的每一位提取了可操作的基因改变,并将其输入 CNS-TAP,以确定得分最高的药物。然后将这些药物与 PNOC003 的建议进行比较,计算出一致性百分比。总体而言,在肿瘤委员会推荐的所有药物中,CNS-TAP 也选择了 38% 的药物,在仅包括靶向抗癌药物的子分析中,一致性更高(63%)。此外,几乎所有患者(93%)都在两种方法中至少选择了一种药物。我们发现 CNS-TAP 和 PNOC003 肿瘤委员会推荐的药物之间存在重叠,但这似乎并没有提高生存率。我们确实发现了一些不一致之处,凸显了每种方法的优势和局限性。我们建议将专家意见与数据驱动工具相结合,以改进针对 DIPG 儿童的靶向治疗建议。
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引用次数: 0
Eltrombopag for Treatment of Thrombocytopenia After Autologous Stem Cell Transplantation in Children: Single Center Experience. 治疗儿童自体干细胞移植后血小板减少症:单中心经验。
IF 0.9 4区 医学 Q4 HEMATOLOGY Pub Date : 2025-01-01 Epub Date: 2024-11-11 DOI: 10.1097/MPH.0000000000002971
Nihan Bayram, Yontem Yaman, Kursat Ozdilli, Serdar Nepesov, Isik Odaman Al, Murat Elli, Sema Anak

Introduction: Thrombocytopenia is a common clinical problem in cancer patients undergoing high-dose chemotherapy and autologous hematopoietic stem cell transplantation (HSCT). It can occur as prolonged isolated thrombocytopenia (PIT) or secondary failure of platelet recovery (SFPR) and may cause potentially fatal bleeding. However, data on the treatment of post-transplant thrombocytopenia is still lacking.

Methods: We reported our practices involving 15 pediatric patients who received eltrombopag (ELT) treatment for PIT and SFPR after autologous HSCT.

Results: The overall response was 78.5% (11/14), with 1 patient excluded due to noncompliance. The 12 surviving patients' median follow up was 699 days (range: 167 to 2250 d).

Conclusions: Our study indicates the efficacy and safety of ELT for treating PIT and SFPR after autologous HSCT in pediatric patients. However, more studies are needed to confirm these findings in children.

血小板减少症是癌症患者在接受大剂量化疗和自体造血干细胞移植(HSCT)时常见的临床问题。它可以发生为长期孤立性血小板减少症(PIT)或继发性血小板恢复失败(SFPR),并可能导致潜在的致命出血。然而,关于移植后血小板减少症的治疗数据仍然缺乏。方法:我们报告了15例自体造血干细胞移植后接受电子曲巴格(ELT)治疗PIT和SFPR的儿童患者的实践。结果:总有效率为78.5%(11/14),1例患者因不符合而被排除。12例存活患者的中位随访时间为699天(范围:167 ~ 2250天)。结论:本研究表明ELT治疗儿童自体造血干细胞移植后PIT和SFPR的有效性和安全性。然而,需要更多的研究来证实这些在儿童中的发现。
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引用次数: 0
In Reply: Safety, Feasibility, and Advantages of Oral Microbiota Transplantation: The First Clinical Case. 回复中:口腔微生物群移植的安全性、可行性和优势:首例临床病例。
IF 0.9 4区 医学 Q4 HEMATOLOGY Pub Date : 2025-01-01 Epub Date: 2024-11-18 DOI: 10.1097/MPH.0000000000002976
Osamu Imataki, Makiko Uemura, Yumiko Ohbayashi
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引用次数: 0
Assessment of Antibody Levels and Vaccine-induced Serologic Responses After Completion of Cancer Treatment in Pediatric Patients: A 6-Year Experience in Turkey on HAV, HBV, VZV, and MMR Vaccinations. 儿科患者完成癌症治疗后抗体水平和疫苗诱导血清学反应的评估:土耳其6年HAV、HBV、VZV和MMR疫苗接种经验
IF 0.9 4区 医学 Q4 HEMATOLOGY Pub Date : 2025-01-01 Epub Date: 2024-11-07 DOI: 10.1097/MPH.0000000000002961
Sebiha S Gundesli, Melda Celik, Siddika Songul Yalcin, Guzide B Aydin, Nilgun Kurucu, Bilgehan Yalcin, Ali Varan, Tezer M Kutluk

Objective: Childhood cancer treatment disrupts vaccination schedules and weakens or eliminates vaccine-induced immunity. In addition, post-treatment vaccine responses vary. This study aimed to assess post-treatment serum antibody levels and vaccine responses in children.

Methods: Pediatric patients treated at Hacettepe University between years 2015 and 2020, achieved remission after chemotherapy for lymphoma and solid tumors were included. Post-treatment vaccination status, serum antibody levels for hepatitis A (HAV), hepatitis B (HBV), varicella-zoster (VZV), measles-mumps-rubella (MMR), and changes in vaccine responses were retrospectively analyzed.

Results: The study included 533 patients. Post-treatment seronegativity rates were: measles (83.5%), HAV (64%), rubella (60.1%), HBV (48.5%), VZV (43.3%), and mumps (28%). Post-treatment antibody loss was observed for measles (47.1%), HAV (31.9%), HBV (31.4%), mumps (28.6%), VZV (21.7%), and rubella (11.4%). Seropositivity after 1 vaccine dose was seen with HAV (83.6%), rubella (82.9%), HBV (81.4%), VZV (63.5%), mumps (45.4%), and measles (33.3%). Seropositivity after 2 vaccine doses was achieved with HAV (98.8%), VZV (84.6%), rubella (80%), HBV (80%), measles (32.2%), and mumps (36.2%).

Conclusion: Post-treatment serological vaccine responses in children were lower than anticipated despite multiple doses. Given the potential need for periodic serological assessments and booster vaccinations, long-term follow-ups are planned.

目的:儿童癌症治疗扰乱疫苗接种计划,削弱或消除疫苗诱导的免疫。此外,治疗后疫苗反应各不相同。本研究旨在评估儿童治疗后血清抗体水平和疫苗应答。方法:纳入2015年至2020年在Hacettepe大学接受淋巴瘤和实体瘤化疗后缓解的儿童患者。回顾性分析治疗后的疫苗接种状况、甲型肝炎(HAV)、乙型肝炎(HBV)、水痘-带状疱疹(VZV)、麻疹-腮腺炎-风疹(MMR)的血清抗体水平以及疫苗反应的变化。结果:纳入533例患者。治疗后血清阴性率为:麻疹(83.5%)、HAV(64%)、风疹(60.1%)、HBV(48.5%)、VZV(43.3%)和腮腺炎(28%)。麻疹(47.1%)、HAV(31.9%)、HBV(31.4%)、腮腺炎(28.6%)、VZV(21.7%)和风疹(11.4%)治疗后抗体丢失。1剂疫苗后血清阳性率分别为HAV(83.6%)、风疹(82.9%)、HBV(81.4%)、VZV(63.5%)、腮腺炎(45.4%)和麻疹(33.3%)。2剂疫苗接种后,HAV(98.8%)、VZV(84.6%)、风疹(80%)、HBV(80%)、麻疹(32.2%)和腮腺炎(36.2%)血清阳性。结论:尽管多次给药,儿童治疗后血清学疫苗应答低于预期。鉴于可能需要定期进行血清学评估和加强疫苗接种,计划进行长期随访。
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引用次数: 0
Characterization of Thrombocytopenia in Pediatric Patients in Noncritical Hospital Setting: An Institutional Review From Pakistan. 非危重医院儿科患者血小板减少的特征:来自巴基斯坦的机构回顾。
IF 0.9 4区 医学 Q4 HEMATOLOGY Pub Date : 2025-01-01 Epub Date: 2024-11-11 DOI: 10.1097/MPH.0000000000002972
Haleema Urooj, Sadaf Altaf, Eisha Saadat, Mohammad Shahzaib Qadir, Bushra Moiz

Pediatric thrombocytopenia is frequently observed in critical care and oncology settings with an increased risk of bleeding and platelet transfusions. However, little is known about low platelets in childhood during seasonal influence. This study aimed to evaluate the frequency and severity of pediatric thrombocytopenia in the postflood period. The patients 1 to 18 years of age with thrombocytopenia (platelet count <150×109/L) were studied from August to December 2022 after institutional ethical approval (ERC-Path-2022-8044-23395). Data was collected from electronic health records and laboratory information systems. Of 2318 admitted patients, 192 (8.3%) including 128 males and 64 females had thrombocytopenia. The median (IQR) age was 12 (8 to 15) years. Mild, moderate, and severe thrombocytopenia were seen in 109 (56.8%), 76 (39.5%), and 7 (3.6%) patients, respectively. Concomitant leucopenia was observed in 77 of 192 patients (40.1%). Infection was the predominant cause of low platelets (N=175 or 91.1%). Only 15 patients (7.8%) had grade 1/2 bleeding. Overall, 176 patients (92%) were discharged in stable conditions and no mortality was observed. The frequency of pediatric thrombocytopenia in the noncritical and nononcological care settings was <10% and mostly observed in association with underlying infections. The frequency of bleeding manifestation and platelet transfusions was minimal in this group.

儿童血小板减少症经常在重症监护和肿瘤学环境中观察到,出血和血小板输注的风险增加。然而,在季节的影响下,对儿童低血小板知之甚少。本研究旨在评估儿童在洪水后时期血小板减少的频率和严重程度。1 ~ 18岁血小板减少症患者(血小板计数)
{"title":"Characterization of Thrombocytopenia in Pediatric Patients in Noncritical Hospital Setting: An Institutional Review From Pakistan.","authors":"Haleema Urooj, Sadaf Altaf, Eisha Saadat, Mohammad Shahzaib Qadir, Bushra Moiz","doi":"10.1097/MPH.0000000000002972","DOIUrl":"https://doi.org/10.1097/MPH.0000000000002972","url":null,"abstract":"<p><p>Pediatric thrombocytopenia is frequently observed in critical care and oncology settings with an increased risk of bleeding and platelet transfusions. However, little is known about low platelets in childhood during seasonal influence. This study aimed to evaluate the frequency and severity of pediatric thrombocytopenia in the postflood period. The patients 1 to 18 years of age with thrombocytopenia (platelet count <150×109/L) were studied from August to December 2022 after institutional ethical approval (ERC-Path-2022-8044-23395). Data was collected from electronic health records and laboratory information systems. Of 2318 admitted patients, 192 (8.3%) including 128 males and 64 females had thrombocytopenia. The median (IQR) age was 12 (8 to 15) years. Mild, moderate, and severe thrombocytopenia were seen in 109 (56.8%), 76 (39.5%), and 7 (3.6%) patients, respectively. Concomitant leucopenia was observed in 77 of 192 patients (40.1%). Infection was the predominant cause of low platelets (N=175 or 91.1%). Only 15 patients (7.8%) had grade 1/2 bleeding. Overall, 176 patients (92%) were discharged in stable conditions and no mortality was observed. The frequency of pediatric thrombocytopenia in the noncritical and nononcological care settings was <10% and mostly observed in association with underlying infections. The frequency of bleeding manifestation and platelet transfusions was minimal in this group.</p>","PeriodicalId":16693,"journal":{"name":"Journal of Pediatric Hematology/Oncology","volume":"47 1","pages":"1-6"},"PeriodicalIF":0.9,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142907065","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Vanishing Bile Duct Syndrome in Pediatric Hodgkin Lymphoma: First Statistical Analysis of All Published Cases in Children and a Case Report. 小儿霍奇金淋巴瘤胆管消失综合征:首次对所有已发表的儿童病例进行统计分析并进行病例报告。
IF 0.9 4区 医学 Q4 HEMATOLOGY Pub Date : 2025-01-01 Epub Date: 2024-11-06 DOI: 10.1097/MPH.0000000000002969
Rahat Ul Ain, Aiman Gull, Bushra Mohsin, Zonaira Rathore, Mahwish Faizan

Hodgkin lymphoma with vanishing bile duct syndrome is a rare paraneoplastic syndrome and has never been studied in the pediatric population. The objectives of this study were to determine the clinical characteristics of this rare condition in children through a literature review, and a descriptive analysis of all published cases with the index case report. All reported cases fulfilling the inclusion criteria were found through a literature search, and analyzed in descriptive statistics. A total of 10 cases were included in the study with a median age of 9.5 years and a male-to-female ratio of 9:1. The median duration of symptoms was 5.5 weeks with 3 cases having jaundice before the symptoms of lymphoma. The median bilirubin level was 8.4 mg/dL. Seven cases received modified chemotherapy, and 5 used ursodeoxycholic acid. The survival rate was 50%. Normalization of liver functions after the lymphoma treatment was observed in 4 cases and was the only statistically significant factor ( P =0.01) associated with the outcome. This is a rare entity in the pediatric population with a guarded prognosis comparable to the adult counterparts but a marked male predominance.

霍奇金淋巴瘤伴胆管消失综合征是一种罕见的副肿瘤综合征,从未在儿童群体中进行过研究。本研究的目的是通过文献综述和对所有已发表病例的描述性分析,确定这种罕见儿童疾病的临床特征。通过文献检索找到了所有符合纳入标准的报告病例,并对其进行了描述性统计分析。研究共纳入 10 个病例,中位年龄为 9.5 岁,男女比例为 9:1。症状持续时间的中位数为 5.5 周,其中 3 例在出现淋巴瘤症状之前就已出现黄疸。胆红素水平中位数为 8.4 毫克/分升。7例接受了改良化疗,5例使用了熊去氧胆酸。存活率为 50%。4例患者在接受淋巴瘤治疗后肝功能恢复正常,这是与治疗结果相关的唯一有统计学意义的因素(P=0.01)。这种淋巴瘤在儿童群体中非常罕见,其预后堪比成人,但男性患者明显占多数。
{"title":"Vanishing Bile Duct Syndrome in Pediatric Hodgkin Lymphoma: First Statistical Analysis of All Published Cases in Children and a Case Report.","authors":"Rahat Ul Ain, Aiman Gull, Bushra Mohsin, Zonaira Rathore, Mahwish Faizan","doi":"10.1097/MPH.0000000000002969","DOIUrl":"10.1097/MPH.0000000000002969","url":null,"abstract":"<p><p>Hodgkin lymphoma with vanishing bile duct syndrome is a rare paraneoplastic syndrome and has never been studied in the pediatric population. The objectives of this study were to determine the clinical characteristics of this rare condition in children through a literature review, and a descriptive analysis of all published cases with the index case report. All reported cases fulfilling the inclusion criteria were found through a literature search, and analyzed in descriptive statistics. A total of 10 cases were included in the study with a median age of 9.5 years and a male-to-female ratio of 9:1. The median duration of symptoms was 5.5 weeks with 3 cases having jaundice before the symptoms of lymphoma. The median bilirubin level was 8.4 mg/dL. Seven cases received modified chemotherapy, and 5 used ursodeoxycholic acid. The survival rate was 50%. Normalization of liver functions after the lymphoma treatment was observed in 4 cases and was the only statistically significant factor ( P =0.01) associated with the outcome. This is a rare entity in the pediatric population with a guarded prognosis comparable to the adult counterparts but a marked male predominance.</p>","PeriodicalId":16693,"journal":{"name":"Journal of Pediatric Hematology/Oncology","volume":" ","pages":"e48-e51"},"PeriodicalIF":0.9,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142622714","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pyrites: A Scalp Mass. 黄铁矿头皮肿块
IF 0.9 4区 医学 Q4 HEMATOLOGY Pub Date : 2025-01-01 Epub Date: 2024-12-16 DOI: 10.1097/MPH.0000000000002982
Bun Sereyleak, Sam Lyvannak, Thy Bunpaov, Has Sotherak, Bruce Camitta, Frank Keller
{"title":"Pyrites: A Scalp Mass.","authors":"Bun Sereyleak, Sam Lyvannak, Thy Bunpaov, Has Sotherak, Bruce Camitta, Frank Keller","doi":"10.1097/MPH.0000000000002982","DOIUrl":"10.1097/MPH.0000000000002982","url":null,"abstract":"","PeriodicalId":16693,"journal":{"name":"Journal of Pediatric Hematology/Oncology","volume":" ","pages":"50-51"},"PeriodicalIF":0.9,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142882408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Neuroblastoma Occurring in Nijmegen Breakage Syndrome. 神经母细胞瘤发生于奈亨断裂综合征。
IF 0.9 4区 医学 Q4 HEMATOLOGY Pub Date : 2025-01-01 Epub Date: 2024-11-15 DOI: 10.1097/MPH.0000000000002965
Marina Djurisic, Adrijan Sarajlija, Danijela Radivojevic, Sanja Cirkovic, Dragoljub Djokic, Slavisa Djuricic, Gordana Samardzija, Srdjan Pasic

Nijmegen breakage syndrome (NBS) is a rare primary immunodeficiency disease due to a pathogenic variant in the NBN gene causing impaired DNA repair and increased predisposition for lymphoid malignancy. By contrast, solid tumors have been rarely reported. Neuroblastoma (NB) is a rare childhood solid tumor, associated with the worse outcome if MYCN oncogene is amplified. We describe 2 young pediatric patients with NBS who developed high-risk NB. The first patient died shortly after chemotherapy was introduced. The second patient successfully received modified chemotherapy resulting in clinical remission lasting 2 years after an initial diagnosis of NB.

奈亨断裂综合征(NBS)是一种罕见的原发性免疫缺陷疾病,由于NBN基因的致病性变异导致DNA修复受损和淋巴细胞恶性肿瘤的易感性增加。相比之下,实体瘤很少被报道。神经母细胞瘤(NB)是一种罕见的儿童实体肿瘤,如果MYCN癌基因扩增,其预后会更差。我们描述了2例年轻的小儿NBS患者发展为高危NB。第一个病人在接受化疗后不久死亡。第二例患者在初步诊断为NB后成功接受改良化疗,临床缓解持续2年。
{"title":"Neuroblastoma Occurring in Nijmegen Breakage Syndrome.","authors":"Marina Djurisic, Adrijan Sarajlija, Danijela Radivojevic, Sanja Cirkovic, Dragoljub Djokic, Slavisa Djuricic, Gordana Samardzija, Srdjan Pasic","doi":"10.1097/MPH.0000000000002965","DOIUrl":"10.1097/MPH.0000000000002965","url":null,"abstract":"<p><p>Nijmegen breakage syndrome (NBS) is a rare primary immunodeficiency disease due to a pathogenic variant in the NBN gene causing impaired DNA repair and increased predisposition for lymphoid malignancy. By contrast, solid tumors have been rarely reported. Neuroblastoma (NB) is a rare childhood solid tumor, associated with the worse outcome if MYCN oncogene is amplified. We describe 2 young pediatric patients with NBS who developed high-risk NB. The first patient died shortly after chemotherapy was introduced. The second patient successfully received modified chemotherapy resulting in clinical remission lasting 2 years after an initial diagnosis of NB.</p>","PeriodicalId":16693,"journal":{"name":"Journal of Pediatric Hematology/Oncology","volume":"47 1","pages":"e74-e76"},"PeriodicalIF":0.9,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142907151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning-based Prediction of Blood Stream Infection in Pediatric Febrile Neutropenia. 基于机器学习的儿童发热性中性粒细胞减少症血流感染预测。
IF 0.9 4区 医学 Q4 HEMATOLOGY Pub Date : 2025-01-01 Epub Date: 2024-12-02 DOI: 10.1097/MPH.0000000000002974
Jun Sung Park, Jongkeon Song, Reenar Yoo, Dahyun Kim, Min Kyo Chun, Jeeho Han, Jeong-Yong Lee, Seung Jun Choi, Jong Seung Lee, Jeong-Min Ryu, Sung Han Kang, Kyung-Nam Koh, Ho Joon Im, Hyery Kim

Objectives: This study aimed to develop machine learning (ML) prediction models for identifying bloodstream infection (BSI) and septic shock (SS) in pediatric patients with cancer who presenting febrile neutropenia (FN) at emergency department (ED) visit.

Materials and methods: A retrospective study was conducted on patients, younger than 18 years of age, who visited a tertiary university-affiliated hospital ED due to FN between January 2004 and August 2022. ML models, based on XGBoost, were developed for BSI and SS prediction.

Results: After applying the exclusion criteria, we identified 4423 FN events during the study period. We identified 195 (4.4%) BSI and 107 (2.4%) SS events. The BSI and SS models demonstrated promising performance, with area under the receiver operating characteristic curve values of 0.87 and 0.88, respectively, which were superior to those of the logistic regression models. Clinical features, including body temperature, some laboratory results, vital signs, and diagnosis of acute myeloblastic leukemia were identified as significant predictors.

Conclusions: The ML-based prediction models, which use data obtainable at ED visits may be valuable tools for ED physicians to predict BSI or SS.

目的:本研究旨在建立机器学习(ML)预测模型,用于识别急诊科(ED)就诊时出现发热性中性粒细胞减少症(FN)的儿科癌症患者的血液感染(BSI)和感染性休克(SS)。材料与方法:回顾性研究2004年1月至2022年8月在某大专附属医院急诊科就诊的FN患者,年龄小于18岁。基于XGBoost的ML模型被开发用于BSI和SS预测。结果:应用排除标准后,我们在研究期间确定了4423例FN事件。我们发现195例(4.4%)BSI和107例(2.4%)SS事件。BSI和SS模型表现出良好的性能,其接受者工作特征曲线下面积分别为0.87和0.88,优于logistic回归模型。临床特征,包括体温、一些实验室结果、生命体征和急性髓母细胞白血病的诊断被认为是重要的预测因素。结论:基于ml的预测模型,使用在急诊科就诊时获得的数据,可能是急诊科医生预测BSI或SS的有价值的工具。
{"title":"Machine Learning-based Prediction of Blood Stream Infection in Pediatric Febrile Neutropenia.","authors":"Jun Sung Park, Jongkeon Song, Reenar Yoo, Dahyun Kim, Min Kyo Chun, Jeeho Han, Jeong-Yong Lee, Seung Jun Choi, Jong Seung Lee, Jeong-Min Ryu, Sung Han Kang, Kyung-Nam Koh, Ho Joon Im, Hyery Kim","doi":"10.1097/MPH.0000000000002974","DOIUrl":"10.1097/MPH.0000000000002974","url":null,"abstract":"<p><strong>Objectives: </strong>This study aimed to develop machine learning (ML) prediction models for identifying bloodstream infection (BSI) and septic shock (SS) in pediatric patients with cancer who presenting febrile neutropenia (FN) at emergency department (ED) visit.</p><p><strong>Materials and methods: </strong>A retrospective study was conducted on patients, younger than 18 years of age, who visited a tertiary university-affiliated hospital ED due to FN between January 2004 and August 2022. ML models, based on XGBoost, were developed for BSI and SS prediction.</p><p><strong>Results: </strong>After applying the exclusion criteria, we identified 4423 FN events during the study period. We identified 195 (4.4%) BSI and 107 (2.4%) SS events. The BSI and SS models demonstrated promising performance, with area under the receiver operating characteristic curve values of 0.87 and 0.88, respectively, which were superior to those of the logistic regression models. Clinical features, including body temperature, some laboratory results, vital signs, and diagnosis of acute myeloblastic leukemia were identified as significant predictors.</p><p><strong>Conclusions: </strong>The ML-based prediction models, which use data obtainable at ED visits may be valuable tools for ED physicians to predict BSI or SS.</p>","PeriodicalId":16693,"journal":{"name":"Journal of Pediatric Hematology/Oncology","volume":" ","pages":"12-18"},"PeriodicalIF":0.9,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11676618/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142786164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
期刊
Journal of Pediatric Hematology/Oncology
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