Objective: To analyze the compatibility regularities of acupoints and the application characteristics of needling-moxibustionmethods in the treatment of ankle sprain by using complex network technology, so as to provide the basis and treatment ideas., Methods: The clinical research articles on acupuncture treatment of ankle joint sprain published from November 2011 to November 2021 were retrieved from databases of CNKI, Wanfang Data knowledge service platform, VIP information Chinese journal service platform and PubMed by using key words of "acupuncture""moxibustion" "acupuncture and moxibustion" "ankle injury" "ankle sprain" "injured ankle" and "syndesmotic injuries". After screening these articles according to our inclusion and exclusion criteria, a database of acupuncture treatment of ankle sprain was established. Then, analysis on the occurrence frequency of acupoints and their related meridians, and methods of needling manipulation, and the association rule analysis (quantitative analysis) about the closeness between acupoints, and the degree of support and confidence coefficient were conducted for acquiring the acupoint combinations with higher correlation in the compatibility using Apriori algorithm after modeling (with IBM SPSS Modeler18.0 software). Gephi 0.9.2 software was used to make complex network analysis, for which "k-core hierarchical analysis" and "community analysis" were used as the methods to analyze the network structure of acupoints, and the confidence value was used as the index to measure the importance of acupoints., Results: A total of 201 articles meeting the criteria were collected, including 196 articles in Chinese and 5 in English. A total of 236 acupuncture prescriptions were extracted, involving 61 acupoints, with a total frequency of occurrence being 846. The top 10 acupoints were Ashi point, Kunlun (BL60), Jiexi (ST41), Qiuxu (GB40), Shenmai (BL62), Yanglingquan (GB34), Taixi (KI3), Zhaohai (KI6), Xuanzhong (GB39) and Shangqiu (SP5), with the occurrence frequency being 109, 79, 70, 68, 63, 59, 53, 52, 37 and 34, respectively. The results of descriptive analysis showed that the top 5 meridians were Gallbladder Meridian of Foot-shaoyang, Bladder Meridian of Foot-taiyang, Kidney Meridian of Foot-shaoyin, Stomach Meridian of Foot-yangming and Spleen Meridian of Foot-taiyin, with the frequency being 181, 153, 116, 105 and 53, respectively. Complex network analysis displayed that after "k-core hierarchical analysis" and "Community division", two communities were reserved, mainly involving 15 core acupoints such as Ahshi point, GB40, ST14, BL62, GB34, KI6, BL60, KI3, GB39, Zusanli (ST36), SP5; Taichong (LR3), Zulinqi (GB41), Sanyinjiao (SP6) and Rangu (KI2). The results of association rule analysis showed that the most relevant acupoint combination is "BL60-ST41" (support degree 34.83%), followed by "BL60-KI3" (support degree 26.37%), reflecting the principle of selection of local acupoint for ankle sprain. The therapeutic methods are filiform needle acupuncture, and the reducing technique and uniform reinforcing and reducing manipulation are the most commonly used approaches, but the reinforcing method is rarely used., Conclusion: In the treatment of ankle sprain, local acupoints and Ashi points are mainly used, in combination with reducing or uniform reinforcing and reducing manipulations, as well as the method of needling and moxibustion, which provides a good reference for clinical practice.