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123 citation(s) found for "Lachance, Daniel".

INNV-50. Temozolomide for patients with PitNETs: a case series and literature review
Ser, Hazal, Baykal, Duru, Uhm, Joon H. , Ruff, Michael W. , Neth, Bryan J. , Giannini, Caterina, Erickson, Dana , Neth, Byran J. , White, Jessica B. , Amin, Md Al, Baykal, Duru, Lachance, Daniel Honore , Gompel, Jamie J. Van , Raghunathan, Aditya , Sener, Uğur

Neuro-Oncology | November 11, 2025 | Volume: 27 | Issue: Supplement_5 | Pages: v236-v236

10.1093/neuonc/noaf201.0939 Get It

Abstract BACKGROUND The majority of pituitary neuroendocrine tumors (PitNETs) are effectively managed with medical therapy, surgery, and/or radiation therapy; however, a subset of pituitary adenomas exhibit aggressive behavior. Temozolomide is thought to be an effective treatment option for patients with PitNETs. METHODS We identified and retrospectively reviewed 11 patients with pituitary tumors treated with temozolomide. We then conducted a review of the literature, combining 114 previously published cases with our cohort. RESULTS 125 cases were identified with diagnoses of pituitary adenomas (n=45), aggressive pituitary tumors (n=61), and pituitary carcinoma (n=19) treated with temozolomide. 79 patients were male (68.1%) with a median age of 47.5 (range 9-72). A variety of tumor types were represented: 50 corticotroph adenomas (40.7%), 37 prolactinomas (30.1%), 22 hormone nonfunctioning adenomas (17.9%), 8 somatotroph adenomas (6.5%), 6 other functioning adenomas (4.9%), and 2 cases where the functional status was not mentioned. Median treatment duration was 9 cycles (n=91, 150-200 mg/m2 days 1-5, 28-day cycles; n=2, 75 mg/m2, days 1-21, 28-day cycles; n=1, 75 mg/m2 daily). 27 patients received concurrent therapy with a dopamine agonist/somatostatin analogue (n=10), other chemotherapy agent (n=9) or radiotherapy (n=8). Radiographic responses included stable disease (n=40), partial response (n=35), complete response (n=8), and progressive disease (n=30). Hormonal responses included complete response (n=13), partial response (n=32), and no response (n=16). 22 patients (47.8%; out of 46 patients where progression/recurrence was assessed) experienced progression/recurrence following temozolomide initiation with a median progression free survival (PFS) of 24 months. There was no significant association between MGMT methylation status and radiological or hormonal response. No unexpected toxicities were observed. CONCLUSION In this cohort, temozolomide was well-tolerated with a median PFS of 24 months. MGMT methylation status did not predict temozolomide response. Temozolomide is an option with a survival benefit for patients with PitNETs.
PATH-36. DNA copy number clustering reveals alterations that influence survival in primary IDH-mutant astrocytoma patients
Decker, Paul A. , Kosel, Matt, Landry, Alexander , Patil, Vikas , Giannini, Caterina, Ida, Cris, Kizilbash, Sani H. , Zadeh, Gelareh, Eckel‐Passow, Jeanette E. , Jenkins, Robert B. , Kizilbash, Sani H , Drucker, Kristen , Panda, Arijit , Decker, Paul A. , Kosel, Matthew , Shafqat, Shameel , Maqbool, Muhammad Asad , Ellenbogen, Yosef , Vaubel, Rachael A. , Raghunathan, Aditya , Parney, Ian F. , Burns, Terry C. , Lachance, Daniel Honore , Abyzov, Alexej

Neuro-Oncology | November 11, 2025 | Volume: 27 | Issue: Supplement_5 | Pages: v248-v248

10.1093/neuonc/noaf201.0988 Get It

Abstract The WHO 2021 classification of central nervous system tumors incorporated molecular markers to better define diffuse glioma subgroups. We analyzed array-based copy number, targeted next-generation sequencing, germline genotyping, and Illumina EPIC array methylation data from 404 primary IDH-mutant astrocytomas to further understand the relationship between copy number and outcomes. Loss of chromosome arm 13q was associated with poor overall survival after adjusting for age, sex, tumor grade, and treatment status (hazard ratio [HR]=2.04 (95% confidence interval: 1.25-3.33), p=0.004). Chromosome 13q loss was also significantly associated with the total number of copy number alterations (p<0.001). Loss of arm 11p was associated with poor survival in the adjusted analysis (HR=2.29 (1.38-3.79), p=0.001). Unsupervised clustering of the raw copy number data identified 12 clusters, where each cluster was defined by distinct copy number alteration(s). Clusters that contained 13q loss exhibited worse overall survival compared to other clusters. The clusters were significantly associated with age at diagnosis (p=0.015), tumor grade (p<0.001) and copy number complexity (p<0.001). The clusters with a high proportion of grade 4 tumors and with the highest complexity had the poorest overall survival. These findings highlight the prognostic relevance of chromosome 13q and 11p losses in IDH-mutant astrocytomas and support the integration of additional copy number alterations into molecular classification frameworks of IDH-mutant astrocytomas to improve risk stratification and patient management.
EPCO-26. HIGH-RESOLUTION PROFILING OF TELOMERE DYNAMICS AND GENOMIC VARIANTS IN ASTROCYTOMAS USING LONG-READ SEQUENCING
Kollmeyer, Thomas , Eckel‐Passow, Jeanette E. , Jenkins, Robert B. , Kollmeyer, Thomas M. , Jehangir, Maryam , Drucker, Kristen , Ranallo-Benavidez, T Rhyker , Kyriakidou, Maria , Lachance, Daniel Honore , Barthel, Floris P

Neuro-Oncology | November 11, 2025 | Volume: 27 | Issue: Supplement_5 | Pages: v7-v7

10.1093/neuonc/noaf201.0026 Get It

Abstract Telomere length variation is a hallmark of genomic instability, however, its role in shaping the structural variant (SV) landscape of diffuse astrocytoma remains poorly understood. In this study, we employed Oxford Nanopore long-read sequencing to investigate the association between SVs and chromosome arm-specific telomere length in a clinical patient cohort consisting of n = 20 individuals diagnosed with an IDH mutant astrocytoma. Oxford Nanopore long-read sequencing was performed to a depth of ~20-40× coverage. SVs were identified using Sniffles, copy number alterations were assessed using DNAcopy and chromosome arm-specific telomere length was estimated with Telogator. Statistical analyses were conducted to assess associations between telomere dynamics, structural variation, and copy number changes. Astrocytoma genomes exhibited a broad spectrum of structural variants, including deletions and insertions, with significant enrichment in the short arms of acrocentric chromosomes. A subset of samples demonstrated markedly shorter telomeres relative to the overall cohort, accompanied by an increased burden of structural variants, particularly duplications and inversions, suggesting enhanced genomic instability. Notably, a prominent accumulation of deletion and insertion SVs was observed near chromosome ends and centromeres, highlighting the (sub)telomeric and peri(centromeric) regions as SV hotspots. Statistical modeling revealed a significant association between telomere length and arm-specific variation, including telomeric deletions, inversions, and copy number losses. In summary, our findings reveal a previously underappreciated link between SVs and telomere length in astrocytomas. Genomic rearrangements caused by telomere shortening may represent critical drivers of genome instability and could serve as novel biomarkers for disease progression.
Evaluating the current neuro-oncology capacity in Sub-Saharan Africa: A questionnaire-based survey
Odukoya, Lateef A , Cheserem, Beverly , Darko, Kwadwo , Ghomsi, Nathalie , Kabare, Gloria , Kamson, David , Eckel‐Passow, Jeanette E. , Jenkins, Robert B. , Decker, Paul A. , Kitange, Gaspar J. , Akinjo, Andrea O , Badmos, Kabir, Yevudza, W Elorm , Edrick, Elias, Katasi, Victoria Mwebe , Magambo, Margreth, Banti, Eyerusalem, Magoha, Michael, Ngaiza, Advera , Higgins, Dominique, Okemwa, Minda, Osei‐Tutu, Lawrence, Petershie, Bernard, Minja, Frank J. , Anunobi, C C , Tiamiyu, Liadi, Gankpé, Gbètoho Fortuné, Kwikima, Ugumba, Heronima, Kashaigili, Schroeder, Kristin, Thierry, Muanza, Davidson, Alan J. , Totimeh, Teddy , Gankpé, Fortuné Gbètoho , Schroeder, Kristin , Zerd, Francis , Odukoya, Lateef A , Cheserem, Beverly , Darko, Kwadwo , Ghomsi, Nathalie C , Kamson, David O , Eckel-Passow, Jeanette E , Jenkins, RB , Akinjo, Andrea O , Badmos, Kabir B , Yevudza, W Elorm , Bankole, Olufemi , Idowu, Olufemi E , Ayanlaja, Abiola Abdulrahman , Karekezi, Claire , Edrick, Elias , Ekhator, Chukwuyem , Huse, Jason T. , Magoha, Michael , Okemwa, Minda , Minja, Frank J , Etame, Arnold B , Kwikima, Ugumba Mussa , Schroeder, Kristin , Muanza, Thierry , Totimeh, Teddy , Balogun, James , Zerd, Francis , Decker, Paul A. , LLEWELLYN, HENRY J. , Idowu, Olufemi Emmanuel , Karekezi, Claire , Lachance, Daniel Honore , Banti, Eyerusalem, Nyalundja, Arsène Daniel , Etame, Arnold B. , Brown, Desmond , Davidson, Alan, Fonkem, Ekokobe

Neuro-Oncology Practice | October 10, 2025 | Volume: 13 | Issue: 3 | Pages: 537-548

10.1093/nop/npaf107 | PMID 42131754 Get It

AbstractAbstract Background Central nervous system (CNS) tumors are a significant cause of morbidity and mortality in Sub-Saharan Africa (SSA). This project aimed to assess and map out the current neuro-oncology capacity in SSA, brain tumor registries, and biobanks. Methods This cross-sectional study utilized an online survey to gather data from healthcare professionals involved in CNS tumor care across SSA through the Society for Neuro-Oncology SSA (SNOSSA). The survey captured information on the availability of neuro-oncology practitioners, neuropathology, molecular diagnostics, cancer registries, and biobanking. Results A total of 145 respondents representing 70 healthcare institutions across 22 countries participated. Of the 70 institutions, specialties included neurosurgery (89%, 62/70), anatomic pathology (74%, 52/70), and medical oncology (71%, 50/70). For radiologic evaluation, 64% (45/70) of responding institutions reported having both CT and MRI. Access to molecular testing through immunohistochemistry or next-generation sequencing was available in 46% (32/70) of responding institutions. Multidisciplinary tumor boards were available for CNS cases in 86% (60/70) of responding institutions. Brain tumor-specific registries were available in 29% (20/70) of responding institutions, and 10% (7/70) maintained brain tumor biorepositories. Conclusion This study demonstrates that SSA has substantial potential in neuro-oncology care practice capacity and facilities. The most significant gaps were in neuropathology and molecular testing, which makes widespread implementation of the WHO 2021 diagnosis challenging. Understanding the prevalence of CNS tumor subtypes in SSA is difficult due to the low number of brain tumor registries and biobanks.
P17.34.B BELZUTIFAN IN CLINICAL PRACTICE: OUTCOMES AND SAFETY IN A REAL-WORLD COHORT OF PATIENTS WITH VHL-ASSOCIATED NEOPLASMS
Galloway, Taylor , Schultz, Sydney , Thomsen, Anna, Ruff, Michael W. , Uhm, Joon H. , Carabenciov, Ivan D. , Jones, James E., Caron, Samantha, Iezzi, Raymond , Mrugała, Maciej M. , Porter, A B, Pagliaro, Lance C. , Dronca, Roxana , Pichurin, Pavel N. , Sonbol, Bassam Bassam, Riegert‐Johnson, Douglas L. , Dhamija, Rhadika, Orme, Jacob J. , Halfdanarson, Thor R, Hobday, Timothy J. , Patrick, M., Ser, Merve Hazal , Karbhari, Nishika , Neth, Bryan J. , Lachance, Daniel Honore , Riaz, Irbaz Bin , Borad, Mitesh J. , Patrick, M W, Sener, Uğur

Neuro-Oncology | October 3, 2025 | Volume: 27 | Issue: Supplement_3 | Pages: iii163-iii163

10.1093/neuonc/noaf193.550 Get It

Abstract BACKGROUND Von Hippel-Lindau (VHL) disease is a hereditary cancer syndrome characterized by development of multiple neoplasms, including central nervous system (CNS) hemangioblastomas, renal cell carcinoma (RCC), pancreatic neuroendocrine tumors (pNETs), and retinal hemangioblastomas. Belzutifan, a hypoxia-inducible factor 2-alpha (HIF-2α) inhibitor, has demonstrated efficacy in treating VHL-associated tumors. This study evaluates our institutional experience with belzutifan in patients with VHL-related tumors. MATERIAL AND METHODS We conducted a retrospective cohort study across three Mayo Clinic sites, including patients aged ≥18 years with genetically confirmed VHL disease who received belzutifan between October 2021 and March 2025. Clinical/radiological data, and adverse events (AEs) were extracted from electronic health records. Tumor responses were assessed using RECIST v1.1 criteria for RCC, pNET, CNS hemangioblastoma. Retinal hemangioblastoma responses were evaluated through ophthalmologic assessments. RESULTS Forty-five patients were included (median age 44 58% female). Sixty-seven percent had RCC, 91% had CNS hemangioblastomas, 53% had pNETs, and 62% had retinal hemangioblastomas. The median duration of belzutifan therapy was 22.6 months (range 1.0-41.4 months). Among patients with RCC (n=26), overall response rate (ORR) was 19% and median time to best response (MTBR) was 7.4 months. Five patients had partial response (PR), 15 had stable disease (SD), and 1 had progressive disease (PD). For CNS hemangioblastomas (n=41), ORR was 12%, MTBR was 6.2 months. 5 patients had PR, 30 had SD, and none had PD. For pNET (n=17), ORR was 41%, MTBR was 8.2 months. One patient had CR, 6 patients had PR, 6 had SD, none had PD. For retinal hemangioblastomas (n=28), 6 (21%) showed improvement, 9 (32%) remained stable, and 3 (11%) showed progression. MTBR was 6.7 months. Treatment-related AEs occurred in 98% of patients. Common AEs included anemia (89%), fatigue (80%), hypoxia (18%), and headache (13%). Grade 3 AEs were observed in 20% of patients, including anemia (7%), hypoxia (9%), fatigue (4%), pneumonitis (2%), loss of consciousness (2%). One patient experienced a grade 4 event (status epilepticus). Anemia management involved iron supplementation (n=11), RBC transfusion (n=3), dose reduction (n=2), treatment holiday (n=8), permanent discontinuation (n=1). Hypoxia management included dose reduction (n=1), treatment holiday (n=3), discontinuation (n=1). CONCLUSION Belzutifan shows clinical activity across various VHL-associated neoplasms in real-world practice, with a manageable safety profile. The lower ORR compared to the phase III trial may reflect differences in baseline disease, including lower tumor burden in our cohort. These findings support its continued use in VHL disease, with attention to monitoring and managing treatment-related AEs.
Genomewide association study of a homogeneous multiple sclerosis cohort: Tumefactive demyelination
Zhao-Fleming, Hannah , Decker, Paul A. , Kosel, Matthew , Kollmeyer, Thomas , Clarkson, Benjamin D. , Jenkins, Robert B. , Tobin, W. Oliver , Eckel‐Passow, Jeanette E. , Kollmeyer, Thomas M. , Zhao-Fleming, Hannah H, Jenkins, Robert, Tobin, W Oliver , Eckel-Passow, Jeanette E , Decker, Paul A. , Drucker, Kristen , Lachance, Daniel Honore , Howe, Charles L.

Multiple Sclerosis Journal | September 8, 2025 | Volume: 31 | Issue: 10 | Pages: 1167-1174

10.1177/13524585251371984 | PMID 40916898 Get It

Background: Tumefactive demyelination (TD) is a rare variant of multiple sclerosis (MS) characterized by tumor-like lesions that often require aggressive management. Genome-wide association studies (GWAS) identified variants associated with MS; similar analyses in TD are lacking. Objective: A GWAS was performed to identify variants associated with TD. Methods: The case–control study included 142 TD cases and 293 controls. TD patients were required to have a demyelinating event and magnetic resonance imaging (MRI) showing one or more lesions. Controls were patients without a neurologic or systemic inflammatory disease or cancer. Logistic regression was used to compare cases versus controls for each variant; age, sex, and principal components were included as covariates. A p -value threshold of 5 × 10 −8 was GWAS significant and 5 × 10 −6 nominally significant. A polygenic risk score (PRS) was compared across TD and controls. Results: Variants on chromosome 14 (rs117797734, p = 2.06 × 10 −11 , odds ratio (OR) = 13.14) and chromosome 6 (most significant rs6936540, p = 5.5 × 10 −7 , OR = 2.61) near DCBLD1 were significant. Seven non-MHC and two MHC variants associated with MS were associated with TD. The PRS was significantly higher in TD versus controls. Conclusion: We identified novel regions associated with TD, demonstrating the importance of performing GWAS in homogeneous subtypes of MS. Further validation and functional experiments are necessary.
Dissecting the biology of gliomagenesis: Evaluating the interaction between IDH tumor mutation and germline variants
Kosel, Matthew , Decker, Paul A. , Kollmeyer, Thomas M. , Shurtz, Anne K., Molinaro, Annette M. , Moassefi, Mana , Wrensch, Margaret , Jenkins, Robert B. , Eckel‐Passow, Jeanette E. , Vaubel, Rachel A, Jenkins, RB , Eckel-Passow, Jeanette E , Kollmeyer, Thomas , Decker, Paul A. , Drucker, Kristen , Molinaro, Annette M. , Conte, Gian Marco , Moassefi, Mana , Erickson, Bradley J. , Wiencke, John K. , Francis, Stephen , Burns, Terry C. , Vaubel, Rachael A. , Lachance, Daniel Honore , Tobin, W. Oliver

Neuro-Oncology Advances | July 8, 2025 | Volume: 7 | Issue: 1 | Pages: No page available

10.1093/noajnl/vdaf147 | PMID 40709013 Get It

Abstract Background The CCDC26 germline variant rs55705857 is causal for development of IDH mutant (IDHmut) adult glioma. However, ~60% of IDHmut patients do not carry the rs55705857 risk allele. We aimed to identify variants associated with developing IDHmut glioma among patients that do not have the rs55705857 risk allele and to further understand development of IDHwt glioma. Methods We used three datasets that included 1216 IDHmut and 1442 IDHwt glioma patients and a case–case design to perform genome-wide association (GWAS) analyses comparing IDHmut versus IDHwt glioma. Analyses were performed overall and stratified by rs55705857 genotype and sex. Multivariable logistic regression and regression trees were used to develop models to predict IDH status using germline variants, age, and contrast enhancement on MRI. Results Three regions were identified comparing IDHmut versus IDHwt: rs55705857 (meta P-value [P] = 1.35 × 10−43), PHLDB1 (rs7125115, P = 3.46 × 10−17), and D2HGDH (rs71430382, P = 2.43 × 10−12). When analyzing only patients that do not have the rs55705857 risk allele, PHLDB1 (rs7125115, P = 1.73 × 10−13) and D2HGDH (rs71430382, P = 8.86 × 10−10) were identified. Among patients who have the rs55705857 risk allele, four variants between ROBO1 and ROBO2 (rs4680975, P = 4.65 × 10−7) increased the likelihood of having an IDHwt tumor. Tumor expression of ROBO1 was associated with rs4680975 genotype in IDHwt patients that have the rs55705857 risk allele (P = 0.034). Multivariable logistic analysis demonstrated that rs55705857, rs71430382 (D2HGDH), and age predicted IDH mutation status. Conclusions To understand the development of adult glioma, we demonstrate that D2HGDH and PHLDB1 should be prioritized for functional studies in IDHmut tumors. The ROBO1 region warrants further investigation in IDHwt tumors.
Telehealth utilization in neuro-oncology: A single institution experience.
Ser, Hazal, Galloway, Taylor , Baykal, Duru, Hassan, Amna, Valerius, Allison , Campian, Jian , Carabenciov, Ivan D. , Kizilbash, Sani H. , Caron, Samantha, Jones, Jamecca, Burckhard, Jenna L., Markey, Summer, Ruff, Michael W. , Uhm, Joon H. , Neth, Bryan J. , Haddad, Tufia C. , Neth, Byran J. , Kizilbash, Sani H , Baykal, Duru, Hassan, Amna, Lachance, Daniel Honore , Jones, Jamecca, Paludo, Jonas , Pritchett, Joshua C. , Sener, Uğur

Journal of Clinical Oncology | May 28, 2025 | Volume: 43 | Issue: 16_suppl | Pages: No page available

10.1200/jco.2025.43.16_suppl.e13893 Get It

e13893 Background: For individuals with CNS tumors who have experience difficulties with in-person (IP) evaluations due to disease-related neurologic disability or the costs associated with travel, telehealth (TH) offers a convenient and timely alternative for accessing specialized neuro-oncology care. We report our institution’s experience with telehealth utilization in neuro-oncology. Methods: We conducted a retrospective review of patients who had at least one neuro-oncology telehealth visit between August 2021 and May 2024 at Mayo Clinic in Rochester, Minnesota. Reasons for visits, outcomes of appointments, acute care utilization following visits was reviewed. Results: A total of 660 patients who had at least one TH visit between August 2021 and May 2024 were included in the analysis. Median age was 56 (range 20-98), 49% were female, and 92% were white. Most patients resided in the US Midwest (84%), followed by the South (8%), West (5%), Northeast (1%), and US Territories (< 1%). Less than two percent were international patients. The most common primary visit diagnosis was glioblastoma (GBM, 26%), followed by astrocytoma, IDH-mutant (17%), meningioma (17%), oligodendroglioma, IDH-mutant, 1p/19q codeleted (7%). Of 6657 visits reviewed, 2745 (41%) were conducted via TH. Telehealth visits served various purposes, including consultation for newly diagnosed tumors or abnormal MRIs (n = 26), second opinion for an established tumor diagnosis (n = 119), discussion about clinical trial participation (n = 108), tumor-related treatment discussions (n = 719), chemotherapy education (n = 161), new symptom assessment (n = 117), symptom management (n = 366), and tumor surveillance (n = 1694). Outcomes from telehealth visits included enrollment in clinical trials (n = 28), proceeding with tumor-directed surgery (n = 46), initiation of radiation therapy (n = 88), starting or changing systemic therapy (n = 377), continuing existing systemic therapy (n = 932), transition to supportive care (n = 45), tumor diagnostic workup (n = 28), continuation of tumor surveillance (n = 1254). Acute care utilization, defined as an emergency department visit or hospitalization within one month of an appointment, was the same following telehealth visits compared to in-person visits (6.9% for IP vs 5% for TH, p = 0.507). Conclusions: Our findings demonstrate that telehealth can effectively support all aspects of neuro-oncology care, ranging from initial diagnosis discussions to systemic therapy management and transitions to supportive care. Telehealth offers a convenient and accessible method of care delivery option for patients faced with neurologic illness. Additionally, THs do not lead to increased acute care utilization compared to IP evaluations.
NIMG-82. DEVELOPMENT AND VALIDATION OF AN MRI-BASED DEEP LEARNING MODEL TO DIFFERENTIATEIDH-WILDTYPE GLIOBLASTOMA AND TUMEFACTIVE MULTIPLE SCLEROSIS
Moassefi, Mana, Decker, Paul A. , Kosel, Matthew , Fereidan, Mah, Nikanpour, Yalda , Pump, Heather K., Jenkins, Robert B. , Eckel‐Passow, Jeanette E. , Conte, Gian Marco , Moassefi, Mana , Decker, Paul A. , McCarthy, Christina, Pump, Heather K. , Lachance, Daniel Honore , Erickson, Bradley J. , Tobin, W. Oliver

Neuro-Oncology | November 11, 2024 | Volume: 26 | Issue: Supplement_8 | Pages: viii214-viii214

10.1093/neuonc/noae165.0846 Get It

Abstract Clinical management of IDH wildtype glioblastoma (GBM) and tumefactive multiple sclerosis (tMS) is drastically different. GBM requires maximal safe resection followed by chemoradiation, while tMS outcome is worsened by surgery and radiotherapy. Noninvasive methods are needed to help with accurate diagnosis of tumor and non-tumor etiologies. To develop an MRI-based classification model, tMS subjects diagnosed prior to January 1, 2020, were matched to tMS by age at diagnosis, sex, index MRI date, and 2D/3D acquisition. Inclusion criteria included one cm minimal lesion size and pre-operative post-contrast T1 and T2 images available for analysis. A 3D-DenseNet121 was used to develop a classification model using prespecified parameters: 650 epochs, batch size 16, learning rate 10-3, cross-entropy loss, and AdamW optimizer. The stopping rule was defined as three sequential differences in epoch cross-entropy loss &lt;0.02. Models were developed using both T1gd and T2, as well as from only T1gd and only T2. Training included 220 subjects (110 GBM, 110 tMS). A 2-stage validation design was used, which included both retrospective and prospective cohorts. Stage 1 consisted of 272 retrospective GBM (diagnosed prior to January 1, 2020). Stage 2 consisted of 69 and 34 prospective (diagnosed after January 1, 2020) GBM and tMS, respectively. External validation on the 272 retrospective GBM demonstrated accuracy of 91%, 84%, and 78% for T1gd+T2, T1gd only, and T2 only, respectively. External validation on the 69 prospective GBM demonstrated an accuracy of 87%, 64%, and 67% for T1gd+T2, T1gd only, and T2 only, respectively. The 34 prospective tMS demonstrated accuracy of 76%, 76%, and 82% for T1gd+T2, T1gd only, and T2 only, respectively. This shows the feasibility of deep learning to aid in differential diagnosis of brain lesions. Future work entails the integration of germline variants into the classification model, including variants associated with the risk of glioma or MS.
DISP-07. CURRENT NEURO-ONCOLOGY CAPACITY IN SUB-SAHARAN AFRICAN COUNTRIES: A QUESTIONNAIRE-BASED SURVEY
Ghomsi, Nathalie , Kabare, Gloria , Eckel‐Passow, Jeanette E. , Jenkins, Robert B. , Kitange, Gaspar J. , Akinjo, Andrea O , Badmos, Kabir, Idowu, Olufemi, Karekazi, Claire, Darko, Kwadwo, Edrick, Elias, Katasi, Victoria Mwebe , Magambo, Margreth, Magoha, Michael, Ngaiza, Advera , Higgins, Dominique, Okenwa, Minda, Osei‐Tutu, Lawrence, Petershie, Bernard, Yevudza, W Elorm , Anunobi, C C , Tiamiyu, Liadi, Gankpé, Gbètoho Fortuné, Heronima, Kashaigili, Shroeder, Kristin, Teddy, Totimeh, Cheserem, Beverly , Gankpé, Fortuné Gbètoho , Odukoya, Lateef A , Kamson, David , Bankole, Olufemi , Darko, Kwadwo , Ekhator, Chukwuyem , Lachance, Daniel Honore , Brown, Desmond , Huse, Jason T. , LLEWELLYN, HENRY J. , Nyalundja, Arsène Daniel , Fonkem, Ekokobe , Balogun, James , Zerd, Francis

Neuro-Oncology | November 11, 2024 | Volume: 26 | Issue: Supplement_8 | Pages: viii148-viii148

10.1093/neuonc/noae165.0581 Get It

Abstract Brain tumors constitute significant morbidity and mortality in sub-Saharan Africa (SSA). There is no previous large-scale effort focusing on brain tumor genetics in SSA. This project aims to map out the current neuro-oncology capacity in terms of workforce and available services in SSA. This is an ongoing online survey among a cross section of neuro-oncology practitioners spread across SSA countries to capture information on the distribution, number of available neuro-oncology care practitioners, capacity for neuropathology and molecular diagnosis, management of brain tumors, cancer registration, and tumor biobanking. The survey was disseminated by the Society for Neuro-oncology in SSA (SNOSSA). There were 83 respondents representing 15 countries and 52 health institutions: 46 tertiary, 4 secondary, 1 private and 1 other. Here, we present data on the 52 institutions. The prevalence of specialties was 87% neurosurgery, 75% anatomic pathology, 69% medical oncology, 64% neurology, 60% radiation oncology, and 39% neuropathology. For radiologic evaluation, 81% of institutions were reported to have both CT and MRI, 17% CT only, and one institution neither. For molecular testing, 46% have access to IHC or NGS testing, whereas 52% were reported to have neither. A neuro-oncology tumor board was reported at 58% of institutions. A general cancer registry is available in 64% of institutions, 31% have a brain tumor specific registry and 10% have a brain tumor biorepository. This study shows that SSA has substantial potential in neuro-oncology care practice capacity and facilities. Most significant gaps remain in areas such as neuropathology and molecular testing, which makes widespread implementation of the WHO 2021 diagnosis challenging. Understanding the prevalence of CNS tumor subtypes is also difficult due to low number of brain tumor registries and biobanks in SSA. The present findings reveal strategic opportunities, especially in neuropathology, tumor registries, biobanks, and infrastructure for IHC and NGS in SSA.