Bioinformatics of Autoimmune Diseases
暫譯: 自體免疫疾病的生物資訊學
Ismail, Hamid D.
- 出版商: CRC
- 出版日期: 2026-02-11
- 售價: $4,180
- 貴賓價: 9.5 折 $3,971
- 語言: 英文
- 頁數: 349
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1041166117
- ISBN-13: 9781041166115
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相關分類:
生物資訊 Bioinformatics
海外代購書籍(需單獨結帳)
相關主題
商品描述
Autoimmune diseases arise when the immune system misidentifies the body's own tissues as threats, a catastrophic failure of self-recognition that leads to chronic inflammation, tissue damage, and long-term disability. Bioinformatics of Autoimmune Diseases is a timely and comprehensive guide that explores not only the immunological basis of these disorders but also the cutting-edge bioinformatics approaches used to analyze the genomic, transcriptomic, and epigenomic data driving modern discovery.
Structured to bridge foundational immunology with advanced computational analysis, this book offers readers a progression from the molecular mechanisms of immune function and dysfunction to the bioinformatics pipelines used to investigate them. Early chapters provide a thorough grounding in immune cell biology, immune checkpoints, and disease pathogenesis. Subsequent chapters guide readers through practical analyses of autoimmune disease data, covering RNA-Seq, variant analysis, microbiome profiling, ATAC-Seq, ChIP-Seq, and single-cell sequencing. Bioinformatics tools are introduced using Python with step-by-step workflows, enabling hands-on engagement with real datasets.
Written by a professor of bioinformatics and developer of bioinformatics tools, the book draws from over a decade of broad experience in computational biology. With detailed illustrations, curated datasets, and a clear emphasis on reproducibility, it serves as a foundational resource for graduate students, clinicians, biomedical researchers, and anyone seeking to decode the bioinformatics foundations and mechanisms driving autoimmune disease.
商品描述(中文翻譯)
自體免疫疾病的產生是因為免疫系統錯誤地將身體自身的組織視為威脅,這是一種自我識別的災難性失敗,導致慢性發炎、組織損傷和長期殘疾。《自體免疫疾病的生物資訊學》是一本及時且全面的指南,不僅探討這些疾病的免疫學基礎,還介紹了用於分析驅動現代發現的基因組、轉錄組和表觀基因組數據的尖端生物資訊學方法。
本書結構旨在將基礎免疫學與高級計算分析相結合,為讀者提供從免疫功能和功能失調的分子機制到用於調查這些機制的生物資訊學流程的進展。早期章節提供了免疫細胞生物學、免疫檢查點和疾病發病機制的全面基礎。隨後的章節引導讀者進行自體免疫疾病數據的實際分析,涵蓋RNA-Seq、變異分析、微生物組分析、ATAC-Seq、ChIP-Seq和單細胞測序。生物資訊學工具使用Python進行介紹,並提供逐步的工作流程,使讀者能夠與真實數據集進行實際操作。
本書由一位生物資訊學教授及生物資訊學工具的開發者撰寫,擁有超過十年的計算生物學廣泛經驗。書中配有詳細的插圖、精心策劃的數據集,並清楚強調可重複性,成為研究生、臨床醫生、生物醫學研究人員以及任何希望解碼自體免疫疾病的生物資訊學基礎和機制的人的基礎資源。
作者簡介
Hamid D. Ismail is a bioinformatics scholar and research high-performance computing center administrator. His research bridges biology and computation, focusing on bioinformatics tools, disease genomics, and machine learning. He is the author of several acclaimed textbooks that advance education and research in computational biology and genomics.
作者簡介(中文翻譯)
哈米德·D·伊斯梅爾是一位生物資訊學學者及高效能計算中心的管理者。他的研究結合了生物學與計算,專注於生物資訊工具、疾病基因組學及機器學習。他是幾本備受推崇的教科書的作者,這些書籍促進了計算生物學和基因組學的教育與研究。