Article(id=1193523096138252683, tenantId=1146029695717560320, journalId=1189982191388893191, issueId=1193523095437799732, articleNumber=null, orderNo=null, doi=10.16438/j.0513-4870.2024-0996, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=research-article, receivedDate=1729008000000, receivedDateStr=2024-10-16, revisedDate=1735574400000, revisedDateStr=2024-12-31, acceptedDate=null, acceptedDateStr=null, onlineDate=1762487680705, onlineDateStr=2025-11-07, pubDate=1739289600000, pubDateStr=2025-02-12, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1762487680705, onlineIssueDateStr=2025-11-07, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1762487680705, creator=13701087609, updateTime=1762487680705, updator=13701087609, issue=Issue{id=1193523095437799732, tenantId=1146029695717560320, journalId=1189982191388893191, year='2025', volume='60', issue='2', pageStart='245', pageEnd='532', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1762487680538, creator=13701087609, updateTime=1764224912893, updator=13701087609, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1200809576107987438, tenantId=1146029695717560320, journalId=1189982191388893191, issueId=1193523095437799732, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1200809576107987439, tenantId=1146029695717560320, journalId=1189982191388893191, issueId=1193523095437799732, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null}, startPage=506, endPage=513, ext={EN=ArticleExt(id=1193523096360550796, articleId=1193523096138252683, tenantId=1146029695717560320, journalId=1189982191388893191, language=EN, title=Research on compaction behavior of traditional Chinese medicine compound extract powders based on unsupervised learning, columnId=1190335348761793317, journalTitle=Acta Pharmaceutica Sinica, columnName=Original Articles, runingTitle=null, highlight=null, articleAbstract=
Direct compression is an ideal method for tablet preparation, but it requires the powder's high functional properties. The functional properties of the powder during compression directly affect the quality of the tablet. 15 parameters such as Py, FES-8KN, FES-12KN, FES-16KN, CR-8KN, CR-12KN, and CR-16KN were used as the characteristic variables in this paper. Unsupervised learning methods like principal component analysis, cluster analysis, and factor analysis were applied to analyze and classify the compression behavior data of 36 traditional Chinese medicine powders. The results showed that both different dimensionality reduction classification methods could effectively differentiate the compression behavior characteristics of 36 traditional Chinese medicine compound powders. The hierarchical cluster analysis results showed a better agreement with the actual compression phenomena of the powders, where group 1 was high elasticity and low compressibility, group 2 was easily compressed and hard to break, group 3 was excellent compressibility and compactibility. This study is expected to provide references and ideas for predicting the behavior of traditional Chinese medicine powders and the screening of tablet formulations.
, correspAuthors=Lan SHEN, Li-jie ZHAO, authorNote=null, correspAuthorsNote=null, copyrightStatement=Copyright ©2025 Acta Pharmaceutica Sinica. All rights reserved., copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, authorCompany=null, fund=null, authors=null, authorsList=Ying FANG, Yan-long HONG, Xiao LIN, Lan SHEN, Li-jie ZHAO), CN=ArticleExt(id=1193523171065299639, articleId=1193523096138252683, tenantId=1146029695717560320, journalId=1189982191388893191, language=CN, title=基于无监督学习研究中药复方提取物粉体的压缩成型特性, columnId=1190335348896011050, journalTitle=药学学报, columnName=研究论文, runingTitle=null, highlight=null, articleAbstract=
直接压片是一种理想的片剂制备方法, 但其对粉体的功能性要求较高。压缩过程中, 粉体的功能属性将直接影响片剂的品质。本研究以Py、FES-8KN、FES-12KN、FES-16KN、CR-8KN、CR-12KN、CR-16KN等15个参数为特征变量, 采用无监督学习的主成分分析、聚类分析以及因子分析方法对36个中药复方粉体的压缩数据进行综合多变量数据分析, 并应用主成分-层次聚类和因子分析-K-Means聚类两种方法对其压缩行为特征进行分类。结果表明, 通过两种不同的降维分类方法均可以有效区分36个中药复方粉体的压缩行为特性。层次聚类分析的结果与粉末的实际压缩现象的一致性更优, 其中第1类粉体弹性高, 压缩性差; 第2类粉体压缩性好, 不易破碎; 第3类粉体压缩成型性好。该研究有望为中药粉体在压缩行为预测以及片剂处方筛选提供参考和思路。
, correspAuthors=沈岚, 赵立杰, authorNote=null, correspAuthorsNote=
, copyrightStatement=版权所有©《药学学报》编辑部2025, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=G6xjBXeiQ5/Fobsi85C9Nw==, magXml=JIaOYV/l95QkerxLlL5DrQ==, pdfUrl=null, pdf=KeaERU1NmBhCk9sanEnIxw==, pdfFileSize=1509204, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=tH/0zMYumQvOua1N8B4HyQ==, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=SCSB3/81jaagen9KCetSfw==, mapNumber=null, authorCompany=null, fund=null, authors=null, authorsList=房盈, 洪燕龙, 林晓, 沈岚, 赵立杰)}, authors=[Author(id=1194708941847372707, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1194708941927064486, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, authorId=1194708941847372707, language=EN, stringName=Ying FANG, firstName=Ying, middleName=null, lastName=FANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=
1, 2, address=1. Innovation Research Institute of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
2. Engineering Research Center of Modern Preparation Technology of Traditional Chinese Medicine of Ministry of Education, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1194708942027727783, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, authorId=1194708941847372707, language=CN, stringName=房盈, firstName=盈, middleName=null, lastName=房, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=
1, 2, address=1.上海中医药大学创新中药研究院, 上海 201203
2.上海中医药大学中药现代制剂技术教育部工程研究中心, 上海 201203, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1194708941528605588, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, xref=null, ext=[AuthorCompanyExt(id=1194708941549577109, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941528605588, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1. Innovation Research Institute of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China), AuthorCompanyExt(id=1194708941557965718, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941528605588, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.上海中医药大学创新中药研究院, 上海 201203)]), AuthorCompany(id=1194708941620880279, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, xref=null, ext=[AuthorCompanyExt(id=1194708941629268888, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941620880279, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2. Engineering Research Center of Modern Preparation Technology of Traditional Chinese Medicine of Ministry of Education, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China), AuthorCompanyExt(id=1194708941637657497, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941620880279, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.上海中医药大学中药现代制剂技术教育部工程研究中心, 上海 201203)])]), Author(id=1194708942082253737, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, orderNo=1, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1194708942149362604, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, authorId=1194708942082253737, language=EN, stringName=Yan-long HONG, firstName=Yan-long, middleName=null, lastName=HONG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=
2, 3, address=2. Engineering Research Center of Modern Preparation Technology of Traditional Chinese Medicine of Ministry of Education, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
3. Shanghai Innovation Center of Traditional Chinese Medicine Health Service, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1194708942199694253, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, authorId=1194708942082253737, language=CN, stringName=洪燕龙, firstName=燕龙, middleName=null, lastName=洪, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=
2, 3, address=2.上海中医药大学中药现代制剂技术教育部工程研究中心, 上海 201203
3.上海中医药大学中医健康服务协同创新中心, 上海 201203, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1194708941620880279, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, xref=null, ext=[AuthorCompanyExt(id=1194708941629268888, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941620880279, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2. Engineering Research Center of Modern Preparation Technology of Traditional Chinese Medicine of Ministry of Education, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China), AuthorCompanyExt(id=1194708941637657497, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941620880279, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.上海中医药大学中药现代制剂技术教育部工程研究中心, 上海 201203)]), AuthorCompany(id=1194708941704766362, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, xref=null, ext=[AuthorCompanyExt(id=1194708941708960667, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941704766362, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3. Shanghai Innovation Center of Traditional Chinese Medicine Health Service, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China), AuthorCompanyExt(id=1194708941717349276, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941704766362, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3.上海中医药大学中医健康服务协同创新中心, 上海 201203)])]), Author(id=1194708942254220207, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, orderNo=2, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1194708942312940466, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, authorId=1194708942254220207, language=EN, stringName=Xiao LIN, firstName=Xiao, middleName=null, lastName=LIN, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=
2, 4, address=2. Engineering Research Center of Modern Preparation Technology of Traditional Chinese Medicine of Ministry of Education, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
4. School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1194708942367466419, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, authorId=1194708942254220207, language=CN, stringName=林晓, firstName=晓, middleName=null, lastName=林, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=
2, 4, address=2.上海中医药大学中药现代制剂技术教育部工程研究中心, 上海 201203
4.上海中医药大学中药学院, 上海 201203, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1194708941620880279, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, xref=null, ext=[AuthorCompanyExt(id=1194708941629268888, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941620880279, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2. Engineering Research Center of Modern Preparation Technology of Traditional Chinese Medicine of Ministry of Education, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China), AuthorCompanyExt(id=1194708941637657497, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941620880279, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.上海中医药大学中药现代制剂技术教育部工程研究中心, 上海 201203)]), AuthorCompany(id=1194708941776069534, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, xref=null, ext=[AuthorCompanyExt(id=1194708941784458143, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941776069534, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=4. School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China), AuthorCompanyExt(id=1194708941788652448, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941776069534, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=4.上海中医药大学中药学院, 上海 201203)])]), Author(id=1194708942434575285, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, orderNo=3, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=alansusu@sina.com, emailSecond=null, emailThird=null, correspondingAuthor=1, authorType=1, ext={EN=AuthorExt(id=1194708942514267064, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, authorId=1194708942434575285, language=EN, stringName=Lan SHEN, firstName=Lan, middleName=null, lastName=SHEN, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=
2, 4, *, address=2. Engineering Research Center of Modern Preparation Technology of Traditional Chinese Medicine of Ministry of Education, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
4. School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1194708942568793017, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, authorId=1194708942434575285, language=CN, stringName=沈岚, firstName=岚, middleName=null, lastName=沈, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=
2, 4, *, address=2.上海中医药大学中药现代制剂技术教育部工程研究中心, 上海 201203
4.上海中医药大学中药学院, 上海 201203, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1194708941620880279, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, xref=null, ext=[AuthorCompanyExt(id=1194708941629268888, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941620880279, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2. Engineering Research Center of Modern Preparation Technology of Traditional Chinese Medicine of Ministry of Education, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China), AuthorCompanyExt(id=1194708941637657497, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941620880279, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.上海中医药大学中药现代制剂技术教育部工程研究中心, 上海 201203)]), AuthorCompany(id=1194708941776069534, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, xref=null, ext=[AuthorCompanyExt(id=1194708941784458143, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941776069534, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=4. School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China), AuthorCompanyExt(id=1194708941788652448, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941776069534, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=4.上海中医药大学中药学院, 上海 201203)])]), Author(id=1194708942627513275, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, orderNo=4, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=zhaolijie761029@126.com, emailSecond=null, emailThird=null, correspondingAuthor=1, authorType=1, ext={EN=AuthorExt(id=1194708942711399358, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, authorId=1194708942627513275, language=EN, stringName=Li-jie ZHAO, firstName=Li-jie, middleName=null, lastName=ZHAO, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=
1, 2, *, address=1. Innovation Research Institute of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
2. Engineering Research Center of Modern Preparation Technology of Traditional Chinese Medicine of Ministry of Education, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1194708942770119615, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, authorId=1194708942627513275, language=CN, stringName=赵立杰, firstName=立杰, middleName=null, lastName=赵, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=
1, 2, *, address=1.上海中医药大学创新中药研究院, 上海 201203
2.上海中医药大学中药现代制剂技术教育部工程研究中心, 上海 201203, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1194708941528605588, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, xref=null, ext=[AuthorCompanyExt(id=1194708941549577109, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941528605588, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1. Innovation Research Institute of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China), AuthorCompanyExt(id=1194708941557965718, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941528605588, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.上海中医药大学创新中药研究院, 上海 201203)]), AuthorCompany(id=1194708941620880279, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, xref=null, ext=[AuthorCompanyExt(id=1194708941629268888, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941620880279, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2. Engineering Research Center of Modern Preparation Technology of Traditional Chinese Medicine of Ministry of Education, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China), AuthorCompanyExt(id=1194708941637657497, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941620880279, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.上海中医药大学中药现代制剂技术教育部工程研究中心, 上海 201203)])])], keywords=[Keyword(id=1194708942921114560, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=EN, orderNo=1, keyword=tablet), Keyword(id=1194708944036799425, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=EN, orderNo=2, keyword=compression behavior), Keyword(id=1194708944271680450, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=EN, orderNo=3, keyword=principal component analysis), Keyword(id=1194708944347177923, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=EN, orderNo=4, keyword=cluster analysis), Keyword(id=1194708944410092484, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=EN, orderNo=5, keyword=factor analysis), Keyword(id=1194708944489784261, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=EN, orderNo=6, keyword=unsupervised learning), Keyword(id=1194708944552698822, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=CN, orderNo=1, keyword=片剂), Keyword(id=1194708944716276679, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=CN, orderNo=2, keyword=压缩行为), Keyword(id=1194708944888243144, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=CN, orderNo=3, keyword=主成分分析), Keyword(id=1194708945030849481, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=CN, orderNo=4, keyword=聚类分析), Keyword(id=1194708945081181130, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=CN, orderNo=5, keyword=因子分析), Keyword(id=1194708945165067211, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=CN, orderNo=6, keyword=无监督学习)], refs=[Reference(id=1194708946448524252, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[1], rfOrder=0, authorNames=null, journalName=null, refType=null, unstructuredReference=Wei Q, Keck CM, Müller RH. Preparation and tableting of long-term stable amorphous rutin using porous silica [J]. Eur J Pharm Biopharm, 2017, 113: 97-107., articleTitle=null, refAbstract=null), Reference(id=1194708946507244509, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[2], rfOrder=1, authorNames=null, journalName=null, refType=null, unstructuredReference=Zhang XH, Su ML, Meng WH, et al. Trace polymer coated clarithromycin spherulites: formation mechanism, improvement in pharmaceutical properties and development of high-drug-loading direct compression tablets [J]. Int J Pharm, 2024, 654: 123944., articleTitle=null, refAbstract=null), Reference(id=1194708946565964766, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[3], rfOrder=2, authorNames=null, journalName=null, refType=null, unstructuredReference=Gao YT, Li JZ, Zhao LJ, et al. Distribution pattern and surface nature-mediated differential effects of hydrophilic and hydrophobic nano-silica on key direct compaction properties of
Citri Reticulatae Pericarpium powder by co-processing [J]. Powder Technol, 2022, 404: 117442., articleTitle=null, refAbstract=null), Reference(id=1194708946679210975, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[4], rfOrder=3, authorNames=null, journalName=null, refType=null, unstructuredReference=Chen HB, Aburub A, Sun CC. Direct compression tablet containing 99% active ingredient — a tale of spherical crystallization [J]. J Pharm Sci, 2019, 108: 1396-1400., articleTitle=null, refAbstract=null), Reference(id=1194708946746319840, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[5], rfOrder=4, authorNames=null, journalName=null, refType=null, unstructuredReference=Li Z, Lin X, Shen L, et al. Composite particles based on particle engineering for direct compaction [J]. Int J Pharm, 2017, 519: 272-286., articleTitle=null, refAbstract=null), Reference(id=1194708946834400225, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[6], rfOrder=5, authorNames=null, journalName=null, refType=null, unstructuredReference=Li Z, Zhao LJ, Lin X, et al. Direct compaction: an update of materials, trouble-shooting, and application [J]. Int J Pharm, 2017, 529: 543-556., articleTitle=null, refAbstract=null), Reference(id=1194708946935063522, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[7], rfOrder=6, authorNames=null, journalName=null, refType=null, unstructuredReference=Wünsch I, Finke JH, John E, et al. A mathematical approach to consider solid compressibility in the compression of pharmaceutical powders [J]. Pharmaceutics, 2019, 11: 121., articleTitle=null, refAbstract=null), Reference(id=1194708947044115427, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[8], rfOrder=7, authorNames=null, journalName=null, refType=null, unstructuredReference=Šantl M, Ilić I, Vrečer F, et al. A compressibility and compactibility study of real tableting mixtures: the impact of wet and dry granulation versus a direct tableting mixture [J]. Int J Pharm, 2011, 414: 131-139., articleTitle=null, refAbstract=null), Reference(id=1194708947111224292, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[9], rfOrder=8, authorNames=null, journalName=null, refType=null, unstructuredReference=Ming LS, Li Z, Wu F, et al. Research on compaction behavior of pharmaceutical powders based on surface free energy [J]. Acta Pharm Sin (药学学报), 2017, 52: 1170-1177., articleTitle=null, refAbstract=null), Reference(id=1194708947190916069, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[10], rfOrder=9, authorNames=null, journalName=null, refType=null, unstructuredReference=Yu YT, Zhao LJ, Xu JJ, et al. Influence of MCC on direct pressure properties of powder extracted from Shufeng Jiedu formula [J]. Chin Tradit Herb Drugs (中草药), 2019, 50: 4041-4050., articleTitle=null, refAbstract=null), Reference(id=1194708947312550886, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[11], rfOrder=10, authorNames=null, journalName=null, refType=null, unstructuredReference=Yu YT, Zhao LJ, Lin X, et al. A model to simultaneously evaluate the compressibility and compactibility of a powder based on the compression ratio [J]. Int J Pharm, 2020, 577: 119023., articleTitle=null, refAbstract=null), Reference(id=1194708947400631271, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[12], rfOrder=11, authorNames=null, journalName=null, refType=null, unstructuredReference=Zhang W, Yu YT, Zhao LJ, et al. Improving compactibility properties of
Lonicera Japonica Flos by plasdone S-630 [J]. Acta Pharm Sin (药学学报), 2021, 56: 2127-2135., articleTitle=null, refAbstract=null), Reference(id=1194708948516316137, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[13], rfOrder=12, authorNames=null, journalName=null, refType=null, unstructuredReference=Yu YT, Zhao LJ, Lin X, et al. Research on the powder classification and the key parameters affecting tablet qualities for direct compaction based on powder functional properties [J]. Adv Powder Technol, 2021, 32: 565-581., articleTitle=null, refAbstract=null), Reference(id=1194708948600202219, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[14], rfOrder=13, authorNames=null, journalName=null, refType=null, unstructuredReference=Heckel RW. Density-pressure relationships in powder compaction [J]. Trans Metall Soc AIME, 1961, 221: 671-675., articleTitle=null, refAbstract=null), Reference(id=1194708948755391468, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[15], rfOrder=14, authorNames=null, journalName=null, refType=null, unstructuredReference=Wang YW, Cao JJ, Zhao XQ, et al. Using a material library to understand the change of tabletability by high shear wet granulation [J]. Pharmaceutics, 2022, 14: 2631., articleTitle=null, refAbstract=null), Reference(id=1194708948843471853, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[16], rfOrder=15, authorNames=null, journalName=null, refType=null, unstructuredReference=Ali HHM, Al-Akayleh F, Al Jafari AH, et al. Investigating variation in compressional behavior of a ternary mixture from a plastic, elastic and brittle fracture perspective in the context of optimum composition of a pharmaceutical blend [J], Polymers (Basel), 2023, 15: 1063., articleTitle=null, refAbstract=null), Reference(id=1194708948910580718, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[17], rfOrder=16, authorNames=null, journalName=null, refType=null, unstructuredReference=Tian QY, Wang YJ, Zhang Z, et al. Research on the effect of excipients on the herb extract compression characteristics base on mathematical models [J]. Chin J New Drugs (中国新药杂志), 2017, 26: 588-592., articleTitle=null, refAbstract=null), Reference(id=1194708948998661103, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[18], rfOrder=17, authorNames=null, journalName=null, refType=null, unstructuredReference=Klevan I, Nordström J, Bauer-Brandl A, et al. On the physical interpretation of the initial bending of a shapiro-konopicky-heckel compression profile [J]. Eur J Pharm Biopharm, 2009, 71: 395-401., articleTitle=null, refAbstract=null), Reference(id=1194708949065769968, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[19], rfOrder=18, authorNames=null, journalName=null, refType=null, unstructuredReference=Kawakita K, Lüdde KH. Some considerations on powder compression equations [J]. Powder Technol, 1971, 4: 61-68., articleTitle=null, refAbstract=null), Reference(id=1194708949145461745, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[20], rfOrder=19, authorNames=null, journalName=null, refType=null, unstructuredReference=Zhang JY, Wu CY, Pan X, et al. On identification of critical material attributes for compression behaviour of pharmaceutical diluent powders [J], Materials (Basel), 2017, 10: 845., articleTitle=null, refAbstract=null), Reference(id=1194708949237736434, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[21], rfOrder=20, authorNames=null, journalName=null, refType=null, unstructuredReference=Du Y, Zhao LJ, Li XH, et al. Preliminary study on direct compression characteristics of
Dioscorea opposita powder [J]. Chin J Exp Tradit Med Formulae (中国实验方剂学杂志), 2012, 18: 44-47., articleTitle=null, refAbstract=null), Reference(id=1194708949309039603, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[22], rfOrder=21, authorNames=null, journalName=null, refType=null, unstructuredReference=Abu Fara D, Dadou SM, Rashid I, et al. A direct compression matrix made from xanthan gum and low molecular weight chitosan designed to improve compressibility in controlled release tablets [J]. Pharmaceutics, 2019, 11: 603., articleTitle=null, refAbstract=null), Reference(id=1194708949388731380, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[23], rfOrder=22, authorNames=null, journalName=null, refType=null, unstructuredReference=Nordström J, Klevan I, Alderborn G. A particle rearrangement index based on the kawakita powder compression equation [J]. J Pharm Sci, 2009, 98: 1053-1063., articleTitle=null, refAbstract=null), Reference(id=1194708949468423157, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[24], rfOrder=23, authorNames=null, journalName=null, refType=null, unstructuredReference=Duckworth, W. Discussion of Ryshkewitch Paper [J]. J Am Ceram Soc, 1953, 36: 65-68., articleTitle=null, refAbstract=null), Reference(id=1194708949531337718, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[25], rfOrder=24, authorNames=null, journalName=null, refType=null, unstructuredReference=Puckhaber D, Kwade A, Finke JH. Investigation of dispersion kinetics of particulate lubricants and their effect on the mechanical strength of MCC tablets [J]. Pharm Res, 2023, 40: 2479-2492., articleTitle=null, refAbstract=null), Reference(id=1194708949602640887, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[26], rfOrder=25, authorNames=null, journalName=null, refType=null, unstructuredReference=Su JH, Zhang KF, Qi FY, et al. A tabletability change classification system in supporting the tablet formulation design
via the roll compaction and dry granulation process [J]. Int J Pharm X, 2023, 6: 100204., articleTitle=null, refAbstract=null), Reference(id=1194708949699109880, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[27], rfOrder=26, authorNames=null, journalName=null, refType=null, unstructuredReference=Adams MJ, Mullier MA, Seville JPK. Agglomerate strength measurement using a uniaxial confined compression test [J]. Powder Technol, 1994, 78: 5-13., articleTitle=null, refAbstract=null), Reference(id=1194708949770413049, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[28], rfOrder=27, authorNames=null, journalName=null, refType=null, unstructuredReference=Macho O, Gabrišová Ľ, Guštafík A, et al. The influence of wet granulation parameters on the compaction behavior and tablet strength of a hydralazine powder mixture [J]. Pharmaceutics, 2023, 15: 2148., articleTitle=null, refAbstract=null), Reference(id=1194708949837521914, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[29], rfOrder=28, authorNames=null, journalName=null, refType=null, unstructuredReference=Wang LF. Study on Formulation Design for High Shear Wet Granulation and Tabletting of Traditional Chinese Medicine Based on Key Material Properties (基于关键物料属性的中药高剪切湿法制粒压片处方设计研究) [D]. Shanghai: Shanghai University of Traditional Chinese Medicine, 2024., articleTitle=null, refAbstract=null), Reference(id=1194708949933990907, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[30], rfOrder=29, authorNames=null, journalName=null, refType=null, unstructuredReference=Li XH, Li MD, Du Y, et al. Application of factor analysis to evaluate deformation behaviors of frequently-used tablet excipients [J]. Acta Pharm Sin (药学学报), 2013, 48: 1475-1483., articleTitle=null, refAbstract=null), Reference(id=1194708950001099772, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[31], rfOrder=30, authorNames=null, journalName=null, refType=null, unstructuredReference=Yu YT. Research on Expert System for Properties Regulation of Traditional Chinese Medicine Tablets Applied to Direct Compression (适用于粉末直接压片工艺的中药片剂品质调控专家系统研究) [D]. Shanghai: Shanghai University of Traditional Chinese Medicine, 2021., articleTitle=null, refAbstract=null)], funds=[Fund(id=1194708946255586266, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, awardId=82474089, language=CN, fundingSource=国家自然科学基金资助项目(82474089), fundOrder=null, country=null), Fund(id=1194708946314306523, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, awardId=23ZR1463500, language=CN, fundingSource=上海市自然科学基金资助项目(23ZR1463500), fundOrder=null, country=null)], companyList=[AuthorCompany(id=1194708941528605588, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, xref=null, ext=[AuthorCompanyExt(id=1194708941549577109, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941528605588, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1. Innovation Research Institute of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China), AuthorCompanyExt(id=1194708941557965718, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941528605588, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.上海中医药大学创新中药研究院, 上海 201203)]), AuthorCompany(id=1194708941620880279, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, xref=null, ext=[AuthorCompanyExt(id=1194708941629268888, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941620880279, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2. Engineering Research Center of Modern Preparation Technology of Traditional Chinese Medicine of Ministry of Education, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China), AuthorCompanyExt(id=1194708941637657497, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941620880279, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.上海中医药大学中药现代制剂技术教育部工程研究中心, 上海 201203)]), AuthorCompany(id=1194708941704766362, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, xref=null, ext=[AuthorCompanyExt(id=1194708941708960667, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941704766362, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3. Shanghai Innovation Center of Traditional Chinese Medicine Health Service, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China), AuthorCompanyExt(id=1194708941717349276, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941704766362, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3.上海中医药大学中医健康服务协同创新中心, 上海 201203)]), AuthorCompany(id=1194708941776069534, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, xref=null, ext=[AuthorCompanyExt(id=1194708941784458143, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941776069534, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=4. School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China), AuthorCompanyExt(id=1194708941788652448, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, companyId=1194708941776069534, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=4.上海中医药大学中药学院, 上海 201203)])], figs=[ArticleFig(id=1194708945328645068, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=EN, label=null, caption=null, figureFileSmall=TC2LlH2Km+N8O+mTAg9ryQ==, figureFileBig=ZFZqzdmzfcmKM/Z94V3a5A==, tableContent=null), ArticleFig(id=1194708945395753933, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=CN, label=Figure 1, caption=
PCA and hierarchical cluster analysis (HCA) result plots. A: PC1-PC2 load plots; B: PC1-PC3 load plots; C: PC2-PC3 load plots; D: PC1-PC2 score plots; E: PC1-PC3 score plots; F: PC2-PC3 score plots; G: HCA classification result plots , figureFileSmall=TC2LlH2Km+N8O+mTAg9ryQ==, figureFileBig=ZFZqzdmzfcmKM/Z94V3a5A==, tableContent=null), ArticleFig(id=1194708945475445710, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=EN, label=null, caption=null, figureFileSmall=null, figureFileBig=null, tableContent=
| Code | Compound name | Composition |
| A0 | Banlandaqing formulation | Isatidis radix, Isatidis folium |
| B0 | Kangyantuire formulation | Taraxaci herba, Scutellariae radix |
| C0 | Chaihuang formulation | Bupleuri radix, Scutellariae radix |
| D0 | Gegenqinlian formulation | Puerariae lobatae radix, Scutellariae radix, Coptidis rhizoma, Glycyrrhizae radix et rhizoma praeparata cum melle |
| E0 | Fufangchuanxiong formulation | Chuanxiong rhizoma, Angelicae sinensis radix |
| F0 | Xinkeshu formulation | Salviae miltiorrhizae radix et rhizoma, Puerariae lobatae radix, Notoginseng radix et rhizoma, Crataegi fructus, Aucklandiae radix |
| G0 | Maiguanfukang formulation | Salviae miltiorrhizae radix et rhizoma, Spatholobi caulis, Curcumae radix, Olibanum, Myrrha |
| H0 | Shuxiong formulation | Notoginseng radix et rhizoma, Carthami flos, Chuanxiong rhizoma |
| I0 | Jiangzhiling formulation | Polygoni multiflori radix praeparata, Lycii fructus, Polygonati rhizoma, Crataegi fructus, Cassiae semen |
| J0 | Wuziyanzong formulation | Lycii fructus, Cuscutae semen, Rubi fructus, Schisandrae chinensis fructus, Plantaginis semen |
| A | Xuanmaiganju formulation | Scrophulariae radix, Ophiopogonis radix, Glycyrrhizae radix et rhizoma, Platycodonis radix |
| B | Biantong formulation | Atractylodis macrocephalae rhizoma, Cistanches herba, Angelicae sinensis radix, Mori fructus, Aurantii fructus immaturus, Aloe |
| C | Chuanlongguci formulation | Dioscoreae nipponicae rhizoma, Epimedii folium, Cibotii rhizoma, Cyathulae radix, Rehmanniae radix praeparata, Lycii fructus |
| D | Baipuhuang formulation | Pulsatillae radix, Taraxaci herba, Scutellariae radix, Phellodendri chinensis cortex |
| E | Huganning formulation | Sedi herba, Polygoni cuspidati rhizoma et radix, Salviae miltiorrhizae radix et rhizoma, Ganoderma |
| F | Qizhijiangtang formulation | Astragali radix, Rehmanniae radix, Polygonati rhizoma, Hirudo |
| G | Guxian formulation | Rehmanniae radix praeparat, Lycii fructus, Ligustri lucidi fructus, Sojae semen nigrum, Cuscutae semen, Drynariae rhizoma, Curculiginis rhizoma, Achyranthis bidentatae radix, Stephaniae tetrandrae radix |
| H | Hedan formulation | Nelumbinis folium, Salviae miltiorrhizae radix et rhizoma, Crataegi fructus, Sennae folium, Psoraleae fructus |
| I | Shenqiwuweizi formulation | Schisandrae chinensis fructus, Codonopsis radix, Astragali radix, Ziziphi spinosae semen |
| J | Jianweixiaoshi formulation | Pseudostellariae radix, Citri reticulatae pricarpium, Dioscoreae rhizoma, Hordei fructus germinatus, Crataegi fructus |
| K | Shuanghuanglian formulation | Lonicerae japonicae flos, Scutellariae radix, Forsythiae fructus |
| L | Libiling formulation | Sophorae flavescentis radix, Paeoniae radix alba, Aucklandiae radix |
| M | Gubenkechuan formulation | Codonopsis radix, Atractylodis macrocephalae rhizoma, Poria, Ophiopogonis radix, Psoraleae fructus, Glycyrrhizae radix et rhizoma praeparata cum melle, Schisandrae chinensis fructus |
| N | Ningshenbuxin formulation | Salviae miltiorrhizae radix et rhizoma, Rehmanniae radix, Ligustri lucidi fructus, Rehmanniae radix praeparat, Ecliptae herba, Margaritifera concha, Acori tatarinowii rhizoma, Polygoni multiflori caulis, Albiziae cortex, Schisandrae chinensis fructus |
| O | Baoxin formulation | Notoginseng radix et rhizoma, Salviae miltiorrhizae radix et rhizoma, Chuanxiong rhizoma, Crataegi fructus, Polygoni multiflori radix praeparata, Polygoni multiflori radix |
| P | Zhilining formulation | Andrographis herba, Sophorae flavescentis radix, Aucklandiae radix |
| Q | Qianxi formulation | Andrographis herba, Senecionis scandentis hebra |
| R | Sanniu formulation | Ephedrae herba, Armeniacae semen amarum, Glycyrrhizae radix et rhizoma, Zingiberis rhizoma recens |
| S | Shiduqing formulation | Rehmanniae radix, Angelicae sinensis radix, Salviae miltiorrhizae radix et rhizoma, Cicadae periostracum, Sophorae flavescentis radix, Dictamni cortex, Glycyrrhizae radix et rhizoma, Scutellariae radix, Smilacis glabrae rhizoma |
| T | Tongqiaobiyan formulation | Xanthii fructus, Saposhnikoviae radix, Astragali radix, Angelicae dahuricae radix, Magnoliae flos, Atractylodis macrocephalae rhizoma, Menthae haplocalycis herba |
| U | Xiaoyao formulation | Bupleuri radix, Angelicae sinensis radix, Paeoniae radix alba, Atractylodis macrocephalae rhizoma, Poria, Glycyrrhizae radix et rhizoma praeparata cum melle, Menthae haplocalycis herba, Zingiberis rhizoma recens |
| V | Zhengxintai formulation | Astragali radix, Puerariae lobatae radix, Salviae miltiorrhizae radix et rhizoma, Visci herba, Crataegi fructus, Chuanxiong rhizoma |
| W | Laoniankechuan formulation | Astragali radix, Atractylodis macrocephalae rhizoma, Saposhnikoviae radix, Glycyrrhizae radix et rhizoma, Polygonati rhizoma, Epimedii folium, Psoraleae fructus |
| X | Xuezhiling formulation | Alismatis rhizoma, Cassiae semen, Crataegi fructus, Polygoni multiflori radix praeparata |
| Y | Yuanhuzhitong formulation | Corydalis rhizoma, Angelicae dahuricae radix |
| Z | Zibushengfa formulation | Angelicae sinensis radix, Rehmanniae radix, Chuanxiong rhizoma, Mori fructus, Astragali radix, Sesami semen nigrum, Mori folium, Polygoni multiflori radix praeparata, Cuscutae semen, Lycii fructus, Platycladi cacumen, Rehmanniae radix praeparata, Ligustri lucidi fructus, Ecliptae herba |
), ArticleFig(id=1194708945542554575, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=CN, label=Table 1, caption=
The composition of 36 traditional Chinese medicine compound formulations
, figureFileSmall=null, figureFileBig=null, tableContent=
| Code | Compound name | Composition |
| A0 | Banlandaqing formulation | Isatidis radix, Isatidis folium |
| B0 | Kangyantuire formulation | Taraxaci herba, Scutellariae radix |
| C0 | Chaihuang formulation | Bupleuri radix, Scutellariae radix |
| D0 | Gegenqinlian formulation | Puerariae lobatae radix, Scutellariae radix, Coptidis rhizoma, Glycyrrhizae radix et rhizoma praeparata cum melle |
| E0 | Fufangchuanxiong formulation | Chuanxiong rhizoma, Angelicae sinensis radix |
| F0 | Xinkeshu formulation | Salviae miltiorrhizae radix et rhizoma, Puerariae lobatae radix, Notoginseng radix et rhizoma, Crataegi fructus, Aucklandiae radix |
| G0 | Maiguanfukang formulation | Salviae miltiorrhizae radix et rhizoma, Spatholobi caulis, Curcumae radix, Olibanum, Myrrha |
| H0 | Shuxiong formulation | Notoginseng radix et rhizoma, Carthami flos, Chuanxiong rhizoma |
| I0 | Jiangzhiling formulation | Polygoni multiflori radix praeparata, Lycii fructus, Polygonati rhizoma, Crataegi fructus, Cassiae semen |
| J0 | Wuziyanzong formulation | Lycii fructus, Cuscutae semen, Rubi fructus, Schisandrae chinensis fructus, Plantaginis semen |
| A | Xuanmaiganju formulation | Scrophulariae radix, Ophiopogonis radix, Glycyrrhizae radix et rhizoma, Platycodonis radix |
| B | Biantong formulation | Atractylodis macrocephalae rhizoma, Cistanches herba, Angelicae sinensis radix, Mori fructus, Aurantii fructus immaturus, Aloe |
| C | Chuanlongguci formulation | Dioscoreae nipponicae rhizoma, Epimedii folium, Cibotii rhizoma, Cyathulae radix, Rehmanniae radix praeparata, Lycii fructus |
| D | Baipuhuang formulation | Pulsatillae radix, Taraxaci herba, Scutellariae radix, Phellodendri chinensis cortex |
| E | Huganning formulation | Sedi herba, Polygoni cuspidati rhizoma et radix, Salviae miltiorrhizae radix et rhizoma, Ganoderma |
| F | Qizhijiangtang formulation | Astragali radix, Rehmanniae radix, Polygonati rhizoma, Hirudo |
| G | Guxian formulation | Rehmanniae radix praeparat, Lycii fructus, Ligustri lucidi fructus, Sojae semen nigrum, Cuscutae semen, Drynariae rhizoma, Curculiginis rhizoma, Achyranthis bidentatae radix, Stephaniae tetrandrae radix |
| H | Hedan formulation | Nelumbinis folium, Salviae miltiorrhizae radix et rhizoma, Crataegi fructus, Sennae folium, Psoraleae fructus |
| I | Shenqiwuweizi formulation | Schisandrae chinensis fructus, Codonopsis radix, Astragali radix, Ziziphi spinosae semen |
| J | Jianweixiaoshi formulation | Pseudostellariae radix, Citri reticulatae pricarpium, Dioscoreae rhizoma, Hordei fructus germinatus, Crataegi fructus |
| K | Shuanghuanglian formulation | Lonicerae japonicae flos, Scutellariae radix, Forsythiae fructus |
| L | Libiling formulation | Sophorae flavescentis radix, Paeoniae radix alba, Aucklandiae radix |
| M | Gubenkechuan formulation | Codonopsis radix, Atractylodis macrocephalae rhizoma, Poria, Ophiopogonis radix, Psoraleae fructus, Glycyrrhizae radix et rhizoma praeparata cum melle, Schisandrae chinensis fructus |
| N | Ningshenbuxin formulation | Salviae miltiorrhizae radix et rhizoma, Rehmanniae radix, Ligustri lucidi fructus, Rehmanniae radix praeparat, Ecliptae herba, Margaritifera concha, Acori tatarinowii rhizoma, Polygoni multiflori caulis, Albiziae cortex, Schisandrae chinensis fructus |
| O | Baoxin formulation | Notoginseng radix et rhizoma, Salviae miltiorrhizae radix et rhizoma, Chuanxiong rhizoma, Crataegi fructus, Polygoni multiflori radix praeparata, Polygoni multiflori radix |
| P | Zhilining formulation | Andrographis herba, Sophorae flavescentis radix, Aucklandiae radix |
| Q | Qianxi formulation | Andrographis herba, Senecionis scandentis hebra |
| R | Sanniu formulation | Ephedrae herba, Armeniacae semen amarum, Glycyrrhizae radix et rhizoma, Zingiberis rhizoma recens |
| S | Shiduqing formulation | Rehmanniae radix, Angelicae sinensis radix, Salviae miltiorrhizae radix et rhizoma, Cicadae periostracum, Sophorae flavescentis radix, Dictamni cortex, Glycyrrhizae radix et rhizoma, Scutellariae radix, Smilacis glabrae rhizoma |
| T | Tongqiaobiyan formulation | Xanthii fructus, Saposhnikoviae radix, Astragali radix, Angelicae dahuricae radix, Magnoliae flos, Atractylodis macrocephalae rhizoma, Menthae haplocalycis herba |
| U | Xiaoyao formulation | Bupleuri radix, Angelicae sinensis radix, Paeoniae radix alba, Atractylodis macrocephalae rhizoma, Poria, Glycyrrhizae radix et rhizoma praeparata cum melle, Menthae haplocalycis herba, Zingiberis rhizoma recens |
| V | Zhengxintai formulation | Astragali radix, Puerariae lobatae radix, Salviae miltiorrhizae radix et rhizoma, Visci herba, Crataegi fructus, Chuanxiong rhizoma |
| W | Laoniankechuan formulation | Astragali radix, Atractylodis macrocephalae rhizoma, Saposhnikoviae radix, Glycyrrhizae radix et rhizoma, Polygonati rhizoma, Epimedii folium, Psoraleae fructus |
| X | Xuezhiling formulation | Alismatis rhizoma, Cassiae semen, Crataegi fructus, Polygoni multiflori radix praeparata |
| Y | Yuanhuzhitong formulation | Corydalis rhizoma, Angelicae dahuricae radix |
| Z | Zibushengfa formulation | Angelicae sinensis radix, Rehmanniae radix, Chuanxiong rhizoma, Mori fructus, Astragali radix, Sesami semen nigrum, Mori folium, Polygoni multiflori radix praeparata, Cuscutae semen, Lycii fructus, Platycladi cacumen, Rehmanniae radix praeparata, Ligustri lucidi fructus, Ecliptae herba |
), ArticleFig(id=1194708945622246352, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=EN, label=null, caption=null, figureFileSmall=null, figureFileBig=null, tableContent=
| PC | R2X | R2X (cum) | Eigenvalue | Q2 | Q2 (cum) |
| 1 | 0.389 | 0.389 | 5.83 | 0.281 | 0.281 |
| 2 | 0.247 | 0.636 | 3.71 | 0.119 | 0.367 |
| 3 | 0.182 | 0.818 | 2.73 | 0.359 | 0.594 |
), ArticleFig(id=1194708945668383697, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=CN, label=Table 2, caption=
Principal component analysis (PCA) of the first 3 principal components. PC: Principal component; R2X: The variables explaining the principal components; R2X (cum): The cumulative explanatory principal components of the variables; Q2: Predictive variables; Q2 (cum): The cumulative predictive variables
, figureFileSmall=null, figureFileBig=null, tableContent=
| PC | R2X | R2X (cum) | Eigenvalue | Q2 | Q2 (cum) |
| 1 | 0.389 | 0.389 | 5.83 | 0.281 | 0.281 |
| 2 | 0.247 | 0.636 | 3.71 | 0.119 | 0.367 |
| 3 | 0.182 | 0.818 | 2.73 | 0.359 | 0.594 |
), ArticleFig(id=1194708945735492562, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=EN, label=null, caption=null, figureFileSmall=null, figureFileBig=null, tableContent=
| Functional parameter | Notation | Py | Kawakita-a | 1/b | ab | f | t0 | Adams-a | ka | kb | FES-8KN | FES-12KN | FES-16KN | CR-8KN | CR-12KN | CR-16KN |
| Py | X1 | 1.000 | | | | | | | | | | | | | | |
| Kawakita-a | X2 | 0.170 | 1 | | | | | | | | | | | | | |
| 1/b | X3 | 0.056 | -0.334** | 1 | | | | | | | | | | | | |
| ab | X4 | 0.057 | 0.650*** | -0.924*** | 1 | | | | | | | | | | | |
| f | X5 | -0.025 | 0.031 | -0.708*** | 0.552*** | 1 | | | | | | | | | | |
| t0 | X6 | -0.002 | -0.616*** | 0.884*** | -0.923*** | -0.648*** | 1 | | | | | | | | | |
| Adams-a | X7 | -0.190 | -0.733*** | -0.237 | -0.106 | 0.448*** | -0.043 | 1 | | | | | | | | |
| ka | X8 | 0.380** | 0.653*** | -0.010 | 0.238 | -0.103 | -0.255 | -0.594*** | 1 | | | | | | | |
| kb | X9 | 0.298* | 0.369** | 0.064 | 0.075 | -0.132 | -0.086 | -0.384** | 0.890*** | 1 | | | | | | |
| FES-8KN | X10 | -0.525*** | -0.087 | 0.080 | -0.115 | -0.023 | 0.100 | -0.004 | -0.363** | -0.390** | 1 | | | | | |
| FES-12KN | X11 | -0.489*** | -0.042 | 0.031 | -0.058 | -0.012 | 0.059 | -0.021 | -0.286* | -0.334** | 0.958*** | 1 | | | | |
| FES-16KN | X12 | -0.497*** | 0.120 | -0.029 | 0.044 | -0.016 | -0.110 | -0.077 | -0.166 | -0.241 | 0.884*** | 0.906*** | 1 | | | |
| CR-8KN | X13 | 0.419** | 0.012 | -0.100 | 0.095 | -0.001 | -0.130 | 0.134 | 0.333** | 0.432*** | -0.726*** | -0.710*** | -0.678*** | 1 | | |
| CR-12KN | X14 | 0.400** | -0.012 | -0.078 | 0.067 | 0.000 | -0.099 | 0.135 | 0.332** | 0.477*** | -0.781*** | -0.820*** | -0.781*** | 0.936*** | 1 | |
| CR-16KN | X15 | 0.418** | -0.109 | 0.024 | -0.036 | -0.074 | 0.079 | 0.105 | 0.219 | 0.369** | -0.755*** | -0.786*** | -0.877*** | 0.841*** | 0.918*** | 1 |
), ArticleFig(id=1194708945819378643, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=CN, label=Table 3, caption=
Pearson correlation analysis between parameters. Significance levels (***: 1%; **: 5%; *: 10%). Correlation between parameters, 0.8-1.0: High correlation; 0.6-0.8: Strong correlation
, figureFileSmall=null, figureFileBig=null, tableContent=
| Functional parameter | Notation | Py | Kawakita-a | 1/b | ab | f | t0 | Adams-a | ka | kb | FES-8KN | FES-12KN | FES-16KN | CR-8KN | CR-12KN | CR-16KN |
| Py | X1 | 1.000 | | | | | | | | | | | | | | |
| Kawakita-a | X2 | 0.170 | 1 | | | | | | | | | | | | | |
| 1/b | X3 | 0.056 | -0.334** | 1 | | | | | | | | | | | | |
| ab | X4 | 0.057 | 0.650*** | -0.924*** | 1 | | | | | | | | | | | |
| f | X5 | -0.025 | 0.031 | -0.708*** | 0.552*** | 1 | | | | | | | | | | |
| t0 | X6 | -0.002 | -0.616*** | 0.884*** | -0.923*** | -0.648*** | 1 | | | | | | | | | |
| Adams-a | X7 | -0.190 | -0.733*** | -0.237 | -0.106 | 0.448*** | -0.043 | 1 | | | | | | | | |
| ka | X8 | 0.380** | 0.653*** | -0.010 | 0.238 | -0.103 | -0.255 | -0.594*** | 1 | | | | | | | |
| kb | X9 | 0.298* | 0.369** | 0.064 | 0.075 | -0.132 | -0.086 | -0.384** | 0.890*** | 1 | | | | | | |
| FES-8KN | X10 | -0.525*** | -0.087 | 0.080 | -0.115 | -0.023 | 0.100 | -0.004 | -0.363** | -0.390** | 1 | | | | | |
| FES-12KN | X11 | -0.489*** | -0.042 | 0.031 | -0.058 | -0.012 | 0.059 | -0.021 | -0.286* | -0.334** | 0.958*** | 1 | | | | |
| FES-16KN | X12 | -0.497*** | 0.120 | -0.029 | 0.044 | -0.016 | -0.110 | -0.077 | -0.166 | -0.241 | 0.884*** | 0.906*** | 1 | | | |
| CR-8KN | X13 | 0.419** | 0.012 | -0.100 | 0.095 | -0.001 | -0.130 | 0.134 | 0.333** | 0.432*** | -0.726*** | -0.710*** | -0.678*** | 1 | | |
| CR-12KN | X14 | 0.400** | -0.012 | -0.078 | 0.067 | 0.000 | -0.099 | 0.135 | 0.332** | 0.477*** | -0.781*** | -0.820*** | -0.781*** | 0.936*** | 1 | |
| CR-16KN | X15 | 0.418** | -0.109 | 0.024 | -0.036 | -0.074 | 0.079 | 0.105 | 0.219 | 0.369** | -0.755*** | -0.786*** | -0.877*** | 0.841*** | 0.918*** | 1 |
), ArticleFig(id=1194708945911653332, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=EN, label=null, caption=null, figureFileSmall=null, figureFileBig=null, tableContent=
| Component | Pre-rotation variance explained | | Post-rotation variance explained |
| Eigenvalue | Variance explained rate/% | Cumulative variance explained rate/% | | Eigenvalue | Variance explained rate/% | Cumulative variance explained rate/% |
| 1 | 5.834 | 38.893 | 38.893 | | 562.384 | 37.492 | 37.492 |
| 2 | 3.708 | 24.719 | 63.611 | | 359.742 | 23.983 | 61.475 |
| 3 | 2.733 | 18.223 | 81.834 | | 305.384 | 20.359 | 81.834 |
| 4 | 0.875 | 5.833 | 87.667 | | / | / | / |
), ArticleFig(id=1194708945974567893, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=CN, label=Table 4, caption=
Explanation of total variance
, figureFileSmall=null, figureFileBig=null, tableContent=
| Component | Pre-rotation variance explained | | Post-rotation variance explained |
| Eigenvalue | Variance explained rate/% | Cumulative variance explained rate/% | | Eigenvalue | Variance explained rate/% | Cumulative variance explained rate/% |
| 1 | 5.834 | 38.893 | 38.893 | | 562.384 | 37.492 | 37.492 |
| 2 | 3.708 | 24.719 | 63.611 | | 359.742 | 23.983 | 61.475 |
| 3 | 2.733 | 18.223 | 81.834 | | 305.384 | 20.359 | 81.834 |
| 4 | 0.875 | 5.833 | 87.667 | | / | / | / |
), ArticleFig(id=1194708946037482454, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=EN, label=null, caption=null, figureFileSmall=null, figureFileBig=null, tableContent=
| Functional parameter | Post-rotation factor loading coefficient | | Component score coefficient |
| F1 | F2 | F3 | | 1 | 2 | 3 |
| Py | 0.539 | -0.036 | 0.304 | | 0.086 | -0.022 | 0.082 |
| Kawakita-a | -0.090 | 0.444 | 0.830 | | -0.053 | 0.097 | 0.272 |
| 1/b | -0.026 | -0.965 | 0.071 | | -0.006 | -0.274 | 0.059 |
| ab | 0.004 | 0.931 | 0.260 | | -0.012 | 0.253 | 0.057 |
| f | 0.021 | 0.784 | -0.313 | | 0.016 | 0.231 | -0.135 |
| t0 | -0.003 | -0.956 | -0.199 | | 0.010 | -0.262 | -0.035 |
| Adams-a | 0.151 | 0.190 | -0.876 | | 0.065 | 0.083 | -0.313 |
| ka | 0.287 | 0.081 | 0.879 | | 0.015 | -0.008 | 0.285 |
| kb | 0.407 | -0.044 | 0.699 | | 0.045 | -0.037 | 0.223 |
| FES-8KN | -0.911 | -0.075 | -0.133 | | -0.161 | -0.015 | -0.004 |
| FES-12KN | -0.921 | -0.033 | -0.074 | | -0.166 | -0.005 | 0.016 |
| FES-16KN | -0.924 | 0.066 | 0.058 | | -0.172 | 0.018 | 0.057 |
| CR-8KN | 0.879 | 0.086 | 0.069 | | 0.158 | 0.020 | -0.017 |
| CR-12KN | 0.940 | 0.059 | 0.057 | | 0.170 | 0.013 | -0.023 |
| CR-16KN | 0.931 | -0.073 | -0.015 | | 0.172 | -0.022 | -0.043 |
), ArticleFig(id=1194708946100397016, tenantId=1146029695717560320, journalId=1189982191388893191, articleId=1193523096138252683, language=CN, label=Table 5, caption=
Post-rotation factor loading coefficients and component score coefficient matrices
, figureFileSmall=null, figureFileBig=null, tableContent=
| Functional parameter | Post-rotation factor loading coefficient | | Component score coefficient |
| F1 | F2 | F3 | | 1 | 2 | 3 |
| Py | 0.539 | -0.036 | 0.304 | | 0.086 | -0.022 | 0.082 |
| Kawakita-a | -0.090 | 0.444 | 0.830 | | -0.053 | 0.097 | 0.272 |
| 1/b | -0.026 | -0.965 | 0.071 | | -0.006 | -0.274 | 0.059 |
| ab | 0.004 | 0.931 | 0.260 | | -0.012 | 0.253 | 0.057 |
| f | 0.021 | 0.784 | -0.313 | | 0.016 | 0.231 | -0.135 |
| t0 | -0.003 | -0.956 | -0.199 | | 0.010 | -0.262 | -0.035 |
| Adams-a | 0.151 | 0.190 | -0.876 | | 0.065 | 0.083 | -0.313 |
| ka | 0.287 | 0.081 | 0.879 | | 0.015 | -0.008 | 0.285 |
| kb | 0.407 | -0.044 | 0.699 | | 0.045 | -0.037 | 0.223 |
| FES-8KN | -0.911 | -0.075 | -0.133 | | -0.161 | -0.015 | -0.004 |
| FES-12KN | -0.921 | -0.033 | -0.074 | | -0.166 | -0.005 | 0.016 |
| FES-16KN | -0.924 | 0.066 | 0.058 | | -0.172 | 0.018 | 0.057 |
| CR-8KN | 0.879 | 0.086 | 0.069 | | 0.158 | 0.020 | -0.017 |
| CR-12KN | 0.940 | 0.059 | 0.057 | | 0.170 | 0.013 | -0.023 |
| CR-16KN | 0.931 | -0.073 | -0.015 | | 0.172 | -0.022 | -0.043 |
)], attaches=null, journal=Journal(id=1189982048455397383, delFlag=0, nameCn=药学学报, nameEn=Acta Pharmaceutica Sinica, nameHistory1=null, nameHistory2=null, issn=0513-4870, eissn=null, cn=11-2163/R, coden=null, periodic=0, language=CN, oaType=null, ccby=null, superviseOffice=null, ownerOffice=null, pubOffice=null, editorOffice=null, officeType=null, aims=null, clcCode=null, officeProv=null, officeCity=null, officeAddr=null, officeZip=null, officeEmail=null, officePhone=null, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=BTxjudbJDVO4PqdBR6On6Q==, journalPrice=null, startedYear=null, abbrevIsoEn=null, journalRemark=null, publicationField=null, createdTime=1761643429151, updatedTime=1761735768113, createdBy=18614031015, updatedBy=13701087609, firstLetterCn=A, firstLetterEn=A, subjectCode=Life Sciences, subjectName=Life Sciences, subjectCodeEn=Life Sciences, subjectNameEn=null, picCn=BTxjudbJDVO4PqdBR6On6Q==, picEn=c4l1ckL55nWbhl1KrFdWIA==, jcr=null, cjcr=null, exts=[JournalExt(id=1190369346338783397, language=CN, name=药学学报, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=, createdTime=1761735768160, updatedTime=1761735768160, createdBy=13701087609, updatedBy=13701087609, submissionGuidelinesUrl=, submissionAuthorUrl=https://www.yxxb.com.cn/journalx_yxxb/authorLogOn.action, submissionEditorUrl=https://www.yxxb.com.cn/journalx_yxxb/editorLogOn.action, submissionReviewUrl=https://www.yxxb.com.cn/journalx_yxxb/expertLogOn.action, submissionCeEditorUrl=, submissionAeEditorUrl=, option={"copyright":""}), JournalExt(id=1190369346376532134, language=EN, name=Acta Pharmaceutica Sinica, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=, createdTime=1761735768169, updatedTime=1761735768169, createdBy=13701087609, updatedBy=13701087609, submissionGuidelinesUrl=, submissionAuthorUrl=https://www.yxxb.com.cn/journalx_yxxb/authorLogOn.action, submissionEditorUrl=https://www.yxxb.com.cn/journalx_yxxb/editorLogOn.action, submissionReviewUrl=https://www.yxxb.com.cn/journalx_yxxb/expertLogOn.action, submissionCeEditorUrl=, submissionAeEditorUrl=, option={"copyright":""})], databaseList=null, tenantJournalId=1189982191388893191, websiteList=[Website(id=1189982271588340489, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1189982191388893191, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/yxxb/CN, language=CN, createTime=1761643482348, createBy=18614031015, updateTime=1761643498101, updateBy=18614031015, name=药学学报-中文, tplId=1146099689490845704, title=药学学报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1189982873114448678, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271588340489, code=articleTextType, value=kx, createTime=1761643625763, updateTime=1761643625763, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982873093477155, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271588340489, code=banner, value=null, createTime=1761643625758, updateTime=1761643625758, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982873135420201, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271588340489, code=grayFlag, value=0, createTime=1761643625768, updateTime=1761643625768, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982873085088546, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271588340489, code=logo, value=https://castjournals.cast.org.cn/joweb/yxxb/CN/file/pic?fileId=w+t2v8bJnX5lh3+hRRJcDA==, createTime=1761643625756, updateTime=1761643625756, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982873152197419, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271588340489, code=minRunFlag, value=0, createTime=1761643625772, updateTime=1761643625772, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982873110254373, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271588340489, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/yxxb/CN/file/pic, createTime=1761643625762, updateTime=1761643625762, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982873143808810, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271588340489, code=silenceFlag, value=0, createTime=1761643625770, updateTime=1761643625770, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982873101865764, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271588340489, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1761643625760, updateTime=1761643625760, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982873122837287, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271588340489, code=themeColor, value=null, createTime=1761643625765, updateTime=1761643625765, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982873127031592, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271588340489, code=themeStyle, value=null, createTime=1761643625766, updateTime=1761643625766, creator=18614031015, updator=18614031015)]), Website(id=1189982271655449355, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1189982191388893191, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/yxxb/EN, language=EN, createTime=1761643482364, createBy=18614031015, updateTime=1761643514085, updateBy=18614031015, name=药学学报-英文, tplId=1146101810881728533, title=Acta Pharmaceutica Sinica, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1189982903015633534, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271655449355, code=articleTextType, value=kx, createTime=1761643632892, updateTime=1761643632892, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982902990467707, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271655449355, code=banner, value=null, createTime=1761643632886, updateTime=1761643632886, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982903036605057, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271655449355, code=grayFlag, value=0, createTime=1761643632897, updateTime=1761643632897, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982902982079098, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271655449355, code=logo, value=https://castjournals.cast.org.cn/joweb/yxxb/EN/file/pic?fileId=w+t2v8bJnX5lh3+hRRJcDA==, createTime=1761643632884, updateTime=1761643632884, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982903053382275, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271655449355, code=minRunFlag, value=0, createTime=1761643632901, updateTime=1761643632901, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982903007244925, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271655449355, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/yxxb/EN/file/pic, createTime=1761643632890, updateTime=1761643632890, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982903044993666, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271655449355, code=silenceFlag, value=0, createTime=1761643632899, updateTime=1761643632899, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982902998856316, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271655449355, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1761643632888, updateTime=1761643632888, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982903019827839, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271655449355, code=themeColor, value=null, createTime=1761643632893, updateTime=1761643632893, creator=18614031015, updator=18614031015), WebsiteProps(id=1189982903028216448, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1189982271655449355, code=themeStyle, value=null, createTime=1761643632895, updateTime=1761643632895, creator=18614031015, updator=18614031015)])], journalTitle=药学学报, weixinUrl=null, journalUrl=https://www.yxxb.com.cn/aps, iacademicId=null, status=1, seqNo=null, journalTitleEn=Acta Pharmaceutica Sinica, journalPhotoCn=BTxjudbJDVO4PqdBR6On6Q==, journalPhotoEn=c4l1ckL55nWbhl1KrFdWIA==, journalFirstLetter=A, journalRecommend=null, journalNew=null, journalCollection=null, jcrJf=null, cjcrJf=null, jcrJfStr=null, cjcrJfStr=null, submissionFirstDecision=null, sciSubjectClassification=null, casSubjectClassification=null, citeScore=null, totalCitationFrequency=null, icpCode=null, psCode=null, advertisingLicenseCode=null, copyrightInformation=null, country=null, option=, provinceCode=null, provinceName=null, collectFlag=false), detailUrlCn=https://castjournals.cast.org.cn/joweb/yxxb/CN/10.16438/j.0513-4870.2024-0996, detailUrlEn=https://castjournals.cast.org.cn/joweb/yxxb/EN/10.16438/j.0513-4870.2024-0996, pdfUrlCn=https://castjournals.cast.org.cn/joweb/yxxb/CN/PDF/10.16438/j.0513-4870.2024-0996, pdfUrlEn=https://castjournals.cast.org.cn/joweb/yxxb/EN/PDF/10.16438/j.0513-4870.2024-0996, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, reference=null)
PDF下载
全屏
198
84
关闭全屏
北京市海淀区学院南路86号
010-62199257
qkjq@cast.org.cn
