McGinnis J P, Ortiz-Guzman Joshua, Mallannagari Sai, Guevara Maria Camila, Belfort Benjamin D W, Bao Suyang, Srivastava Snigdha, Morkas Maria, Ji Emily, Katlowitz Kalman A, Addison Angela, Tantry Evelyne K, Blessing Melissa M, Mohila Carrie A, Gadgil Nisha, McClugage Samuel G, Bauer David F, Whitehead William E, Aldave Guillermo, Tanweer Omar, Jaleel Naser, Jalali Ali, Patel Akash J, Sheth Sameer A, Weiner Howard L, Gopinath Shankar, Rao Ganesh, Harmanci Akdes Serin, Curry Daniel, Arenkiel Benjamin R
Department of Neurosurgery, Baylor College of Medicine, Houston, TX 77030, USA.
Jan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX,77030, USA.
bioRxiv. 2024 Dec 20:2024.12.19.629223. doi: 10.1101/2024.12.19.629223.
It is becoming more broadly accepted that human-based models are needed to better understand the complexities of the human nervous system and its diseases. The recently developed human brain organotypic culture model is one highly promising model that requires the involvement of neurosurgeons and neurosurgical patients. Studies have investigated the electrophysiological properties of neurons in such human tissues, but the maintenance of other cell types within explanted brain remains largely unknown. Here, using single-nucleus RNA sequencing, we systematically evaluate the transcriptional identities of the various cell types found in six patient samples after fourteen days in culture (83,501 nuclei from day 0 samples and 45,738 nuclei from day 14 samples). We used two pediatric temporal lobectomy samples, an adult frontal cortex sample, two IDH wild-type glioblastoma samples, and one medulloblastoma sample. We found remarkably high correlations of day 14 transcriptional identities to day 0 tissue, especially in tumor cells (r = 0.90 to 0.93), though microglia (r = 0.86), oligodendrocytes (r = 0.80), pericytes (r = 0.77), endothelial cells (r = 0.78), and fibroblasts (r = 0.76) showed strong preservation of their transcriptional profiles as well. Astrocytes and excitatory neurons showed more moderate preservation (r = 0.66 and 0.47, respectively). Because the main difficulty with organotypic brain cultures is the acquisition of human tissue, which is readily available to neurosurgeons, this model is easily accessible to neurosurgeon-scientists and neurosurgeons affiliated with research laboratories. Broad uptake of this more representative model should prompt advances in our understanding of many uniquely human diseases, lead to more reliable clinical trial performance, and ultimately yield better therapies for our patients.
人们越来越广泛地认识到,需要基于人类的模型来更好地理解人类神经系统的复杂性及其疾病。最近开发的人脑器官型培养模型是一种非常有前景的模型,需要神经外科医生和神经外科患者的参与。研究已经调查了此类人体组织中神经元的电生理特性,但对于外植脑中其他细胞类型的维持情况仍知之甚少。在这里,我们使用单核RNA测序,系统地评估了六个患者样本在培养14天后发现的各种细胞类型的转录特征(来自第0天样本的83,501个细胞核和来自第14天样本的45,738个细胞核)。我们使用了两个小儿颞叶切除术样本、一个成人额叶皮质样本、两个异柠檬酸脱氢酶野生型胶质母细胞瘤样本和一个髓母细胞瘤样本。我们发现第14天的转录特征与第0天组织之间具有非常高的相关性,尤其是在肿瘤细胞中(r = 0.90至0.93),不过小胶质细胞(r = 0.86)、少突胶质细胞(r = 0.80)、周细胞(r = 0.77)、内皮细胞(r = 0.78)和成纤维细胞(r = 0.76)也显示出其转录谱的强烈保留。星形胶质细胞和兴奋性神经元的保留程度则较为适中(分别为r = 0.66和0.47)。由于器官型脑培养的主要困难在于获取人体组织,而神经外科医生很容易获得这种组织,因此这个模型对于神经外科科学家和附属研究实验室的神经外科医生来说很容易获取。广泛采用这种更具代表性的模型应该会促使我们在理解许多独特的人类疾病方面取得进展,带来更可靠的临床试验表现,并最终为我们的患者带来更好的治疗方法。