Podder Vivek, Kulkarni Rahul, Samitinjay Aditya, Salam Abdul, Gade Sailaja, Agrawal Mansi, Surendran Adwaith Krishna, Biswas Rakesh
Division of Gynecologic Oncology, Mount Sinai Medical Center, Miami, Florida, USA.
DoNew, Pune, India.
J Eval Clin Pract. 2025 Aug;31(5):e70186. doi: 10.1111/jep.70186.
This commentary illustrates a global patient-centered learning ecosystem, anchored in Narketpally, that adopts a syndromic approach to medical education and research. Rooted in the etymological origins of 'syndrome' ("together we flow"), this approach reframes medical research as a collective, contextual response to individual patient needs.
The structure of the paper is intentionally modeled as a team-based learning exercise, grounded in our prior Web 2.0-based cognitive tools: CBBLE (Case-Based Blended Learning Ecosystem) and PaJR (Patient Journey Record). These are framed against the conceptual scaffolding provided by three key publications: a framework by Sturmberg et al. and two contrasting commentaries by Greenhalgh and Ioannidis.
Through our ongoing CBBLE-PaJR workflow, thematic learning outcomes emerged in response to these frameworks. Sturmberg's stratified realism helped us recognize how individual patient connections, recorded in our daily practice and online learning portfolios, can drive both contextual learning and meaningful changes in patient outcomes. Greenhalgh's commentary inspired our conceptualization of a 'wildebeest river crossing value model,' contrasting population-based efficiency with individual-centered compassion. Ioannidis's critique of methodological rigor highlighted the potential for expanding low-resource, high-impact research through patient-centered designs, particularly in phases 1 and 4 of the clinical trial hierarchy.
Narketpally Syndrome represents more than a metaphor; it signifies a real, evolving ecosystem of knowledge, reflection, and practice. It suggests that research must be reimagined as a river of collective cognition, flowing across diverse clinical contexts, with each patient seen as a site of inquiry. Such an approach enables the integration of contextual values into real-life patient pathways. In contrast to the dominant forest-canopy model of population medicine, this framework emphasizes the importance of focusing on the roots of each patient that form the ecosystem of patient-centered care.
本评论阐述了一个以患者为中心的全球学习生态系统，该系统以纳尔凯特尔为依托，采用症状群方法进行医学教育与研究。基于 “综合征”（“我们一起流动”）的词源起源，这种方法将医学研究重新构建为对个体患者需求的集体性、情境性回应。
本文的结构有意被构建为一种基于团队的学习活动，以我们之前基于网络2.0的认知工具为基础：CBBLE（基于案例的混合学习生态系统）和PaJR（患者病程记录）。这些工具以三篇关键文献提供的概念框架为背景：斯图尔姆贝格等人的一个框架以及格林哈尔希和伊奥annidis的两篇对比评论。
通过我们正在进行的CBBLE - PaJR工作流程，针对这些框架出现了主题性学习成果。斯图尔姆贝格的分层实在论帮助我们认识到，在我们的日常实践和在线学习档案中记录的个体患者联系，如何能够推动情境性学习以及患者治疗结果的有意义改变。格林哈尔希的评论激发了我们对 “角马过河价值模型” 的概念化，将基于人群的效率与以个体为中心的同情心进行对比。伊奥annidis对方法严谨性的批评凸显了通过以患者为中心的设计扩大低资源、高影响力研究的潜力，特别是在临床试验层次结构的第1阶段和第4阶段。
纳尔凯特尔综合征不仅仅是一个隐喻；它代表着一个真实的、不断发展的知识、反思和实践生态系统。它表明研究必须被重新想象为一条集体认知之河，流经不同的临床情境，每个患者都被视为一个探究场所。这种方法能够将情境价值融入现实生活中的患者治疗路径。与占主导地位的群体医学森林树冠模型不同，这个框架强调关注构成以患者为中心护理生态系统的每个患者的根基的重要性。
