Objective To develop and evaluate a fine-tuned large language model(LLM)for traditional Chinese medicine(TCM)prescription recommendation named TCMLLM-PR.Methods First,we constructed an instruction-tuning dataset containing 68 654 samples(ap-proximately 10 million tokens)by integrating data from eight sources,including four TCM textbooks,Pharmacopoeia of the People's Republic of China 2020(CHP),Chinese Medicine Clinical Cases(CMCC),and hospital clinical records covering lung disease,liver disease,stroke,diabetes,and splenic-stomach disease.Then,we trained TCMLLM-PR using Chat-GLM-6B with P-Tuning v2 technology.The evaluation consisted of three aspects:(i)compari-son with traditional prescription recommendation models(PTM,TCMPR,and PresRecST);(ii)comparison with TCM-specific LLMs(ShenNong,Huatuo,and HuatuoGPT)and general-domain ChatGPT;(iii)assessment of model migration capability across different disease datasets.We employed precision,recall,and F1 score as evaluation metrics.Results The experiments showed that TCMLLM-PR significantly outperformed baseline models on TCM textbooks and CHP datasets,with F1@10 improvements of 31.80%and 59.48%,respectively.In cross-dataset validation,the model performed best when migrating from TCM textbooks to liver disease dataset,achieving an F1@10 of 0.155 1.Analysis of real-world cases demonstrated that TCMLLM-PR's prescription recommendations most closely matched actual doctors'prescriptions.Conclusion This study integrated LLMs into TCM prescription recommendations,leverag-ing a tailored instruction-tuning dataset and developing TCMLLM-PR.This study will pub-licly release the best model parameters of TCMLLM-PR to promote the development of the decision-making process in TCM practices(https://github.com/2020MEAI/TCMLLM).

Objective : To identify possible associated genetic variants and characterise the clinical presentation of isolated ectopia lentis (IEL) . Methods : Forty - eight members with 5 generations of an IEL family were enrolled in this study. Peripheral blood samples of all members were collected , and clinical manifestations were observed through physical examination and routine ophthalmological examination. Whole⁃exome sequencing (WES) was performed for two patients to identify disease⁃causing variants. The target variants were verified by Sanger sequencing in family members and 200 normal controls. Then , candidate variants were verified using Sanger sequencing in family members and 200 healthy controls. SIFT , PolyPhen and MutationTester were used to predict the protein function. Results : A total of 13 IEL patients in this family which inherited in an autosomal dominant pattern. The mean age at disease onset was 51. 5 years. The main clinical phenotype of this ICE was characterised by ectopia lentis which anterior inclinated to the anterior chamber. As the anterior chamber became shallow , and the angle of the chamber became narrow , and eventually resulted in the secondary glaucoma. A heterozygous missense variantin the fibrillin gene⁃1 (FBN1) gene (c. 3463G > A) was identified by WES , which was present in all patients but was absent in 200 healthy controls. SIFT , PolyPhen and MutationTester predicted that the variant affected protein function. Conclusion This IEL family is characterized by secondary glaucoma as the first symptom which is caused by ectopia lens with inclination. The c. 3463G > A of FBN1 gene may be the pathogenic mutation leading to IEL in this family.

Objective To identify possible associated genetic variants and characterise the clinical presentation of isolated ectopia lentis (IEL).Methods Forty-eight members with 5 generations of an IEL family were enrolled in this study.Peripheral blood samples of all members were collected, and clinical manifestations were observed through physical examination and routine ophthalmological examination.Whole-exome sequencing (WES) was per-formed for two patients to identify disease-causing variants.The target variants were verified by Sanger sequencing in family members and 200 normal controls.Then, candidate variants were verified using Sanger sequencing in family members and 200 healthy controls.SIFT, PolyPhen and MutationTester were used to predict the protein function.Results A total of 13 IEL patients in this family which inherited in an autosomal dominant pattern.The mean age at disease onset was 51.5 years.The main clinical phenotype of this ICE was characterised by ectopia lentis which anterior inclinated to the anterior chamber.As the anterior chamber became shallow, and the angle of the chamber became narrow, and eventually resulted in the secondary glaucoma.A heterozygous missense variant in the fibrillin gene-1 (FBN1) gene (c.3463G>A) was identified by WES, which was present in all patients but was absent in 200 healthy controls.SIFT, PolyPhen and MutationTester predicted that the variant affected protein function.Conclusion This IEL family is characterized by secondary glaucoma as the first symptom which is caused by ectopia lens with inclination.The c.3463G>A of FBN1 gene may be the pathogenic mutation leading to IEL in this family.

Objective To identify possible associated genetic variants and characterise the clinical presentation of isolated ectopia lentis (IEL).Methods Forty-eight members with 5 generations of an IEL family were enrolled in this study.Peripheral blood samples of all members were collected, and clinical manifestations were observed through physical examination and routine ophthalmological examination.Whole-exome sequencing (WES) was per-formed for two patients to identify disease-causing variants.The target variants were verified by Sanger sequencing in family members and 200 normal controls.Then, candidate variants were verified using Sanger sequencing in family members and 200 healthy controls.SIFT, PolyPhen and MutationTester were used to predict the protein function.Results A total of 13 IEL patients in this family which inherited in an autosomal dominant pattern.The mean age at disease onset was 51.5 years.The main clinical phenotype of this ICE was characterised by ectopia lentis which anterior inclinated to the anterior chamber.As the anterior chamber became shallow, and the angle of the chamber became narrow, and eventually resulted in the secondary glaucoma.A heterozygous missense variant in the fibrillin gene-1 (FBN1) gene (c.3463G>A) was identified by WES, which was present in all patients but was absent in 200 healthy controls.SIFT, PolyPhen and MutationTester predicted that the variant affected protein function.Conclusion This IEL family is characterized by secondary glaucoma as the first symptom which is caused by ectopia lens with inclination.The c.3463G>A of FBN1 gene may be the pathogenic mutation leading to IEL in this family.

Objective To identify possible associated genetic variants and characterise the clinical presentation of isolated ectopia lentis (IEL).Methods Forty-eight members with 5 generations of an IEL family were enrolled in this study.Peripheral blood samples of all members were collected, and clinical manifestations were observed through physical examination and routine ophthalmological examination.Whole-exome sequencing (WES) was per-formed for two patients to identify disease-causing variants.The target variants were verified by Sanger sequencing in family members and 200 normal controls.Then, candidate variants were verified using Sanger sequencing in family members and 200 healthy controls.SIFT, PolyPhen and MutationTester were used to predict the protein function.Results A total of 13 IEL patients in this family which inherited in an autosomal dominant pattern.The mean age at disease onset was 51.5 years.The main clinical phenotype of this ICE was characterised by ectopia lentis which anterior inclinated to the anterior chamber.As the anterior chamber became shallow, and the angle of the chamber became narrow, and eventually resulted in the secondary glaucoma.A heterozygous missense variant in the fibrillin gene-1 (FBN1) gene (c.3463G>A) was identified by WES, which was present in all patients but was absent in 200 healthy controls.SIFT, PolyPhen and MutationTester predicted that the variant affected protein function.Conclusion This IEL family is characterized by secondary glaucoma as the first symptom which is caused by ectopia lens with inclination.The c.3463G>A of FBN1 gene may be the pathogenic mutation leading to IEL in this family.

Objective To identify possible associated genetic variants and characterise the clinical presentation of isolated ectopia lentis (IEL).Methods Forty-eight members with 5 generations of an IEL family were enrolled in this study.Peripheral blood samples of all members were collected, and clinical manifestations were observed through physical examination and routine ophthalmological examination.Whole-exome sequencing (WES) was per-formed for two patients to identify disease-causing variants.The target variants were verified by Sanger sequencing in family members and 200 normal controls.Then, candidate variants were verified using Sanger sequencing in family members and 200 healthy controls.SIFT, PolyPhen and MutationTester were used to predict the protein function.Results A total of 13 IEL patients in this family which inherited in an autosomal dominant pattern.The mean age at disease onset was 51.5 years.The main clinical phenotype of this ICE was characterised by ectopia lentis which anterior inclinated to the anterior chamber.As the anterior chamber became shallow, and the angle of the chamber became narrow, and eventually resulted in the secondary glaucoma.A heterozygous missense variant in the fibrillin gene-1 (FBN1) gene (c.3463G>A) was identified by WES, which was present in all patients but was absent in 200 healthy controls.SIFT, PolyPhen and MutationTester predicted that the variant affected protein function.Conclusion This IEL family is characterized by secondary glaucoma as the first symptom which is caused by ectopia lens with inclination.The c.3463G>A of FBN1 gene may be the pathogenic mutation leading to IEL in this family.

Objective To identify possible associated genetic variants and characterise the clinical presentation of isolated ectopia lentis (IEL).Methods Forty-eight members with 5 generations of an IEL family were enrolled in this study.Peripheral blood samples of all members were collected, and clinical manifestations were observed through physical examination and routine ophthalmological examination.Whole-exome sequencing (WES) was per-formed for two patients to identify disease-causing variants.The target variants were verified by Sanger sequencing in family members and 200 normal controls.Then, candidate variants were verified using Sanger sequencing in family members and 200 healthy controls.SIFT, PolyPhen and MutationTester were used to predict the protein function.Results A total of 13 IEL patients in this family which inherited in an autosomal dominant pattern.The mean age at disease onset was 51.5 years.The main clinical phenotype of this ICE was characterised by ectopia lentis which anterior inclinated to the anterior chamber.As the anterior chamber became shallow, and the angle of the chamber became narrow, and eventually resulted in the secondary glaucoma.A heterozygous missense variant in the fibrillin gene-1 (FBN1) gene (c.3463G>A) was identified by WES, which was present in all patients but was absent in 200 healthy controls.SIFT, PolyPhen and MutationTester predicted that the variant affected protein function.Conclusion This IEL family is characterized by secondary glaucoma as the first symptom which is caused by ectopia lens with inclination.The c.3463G>A of FBN1 gene may be the pathogenic mutation leading to IEL in this family.

Objective To identify possible associated genetic variants and characterise the clinical presentation of isolated ectopia lentis (IEL).Methods Forty-eight members with 5 generations of an IEL family were enrolled in this study.Peripheral blood samples of all members were collected, and clinical manifestations were observed through physical examination and routine ophthalmological examination.Whole-exome sequencing (WES) was per-formed for two patients to identify disease-causing variants.The target variants were verified by Sanger sequencing in family members and 200 normal controls.Then, candidate variants were verified using Sanger sequencing in family members and 200 healthy controls.SIFT, PolyPhen and MutationTester were used to predict the protein function.Results A total of 13 IEL patients in this family which inherited in an autosomal dominant pattern.The mean age at disease onset was 51.5 years.The main clinical phenotype of this ICE was characterised by ectopia lentis which anterior inclinated to the anterior chamber.As the anterior chamber became shallow, and the angle of the chamber became narrow, and eventually resulted in the secondary glaucoma.A heterozygous missense variant in the fibrillin gene-1 (FBN1) gene (c.3463G>A) was identified by WES, which was present in all patients but was absent in 200 healthy controls.SIFT, PolyPhen and MutationTester predicted that the variant affected protein function.Conclusion This IEL family is characterized by secondary glaucoma as the first symptom which is caused by ectopia lens with inclination.The c.3463G>A of FBN1 gene may be the pathogenic mutation leading to IEL in this family.

Objective To identify possible associated genetic variants and characterise the clinical presentation of isolated ectopia lentis (IEL).Methods Forty-eight members with 5 generations of an IEL family were enrolled in this study.Peripheral blood samples of all members were collected, and clinical manifestations were observed through physical examination and routine ophthalmological examination.Whole-exome sequencing (WES) was per-formed for two patients to identify disease-causing variants.The target variants were verified by Sanger sequencing in family members and 200 normal controls.Then, candidate variants were verified using Sanger sequencing in family members and 200 healthy controls.SIFT, PolyPhen and MutationTester were used to predict the protein function.Results A total of 13 IEL patients in this family which inherited in an autosomal dominant pattern.The mean age at disease onset was 51.5 years.The main clinical phenotype of this ICE was characterised by ectopia lentis which anterior inclinated to the anterior chamber.As the anterior chamber became shallow, and the angle of the chamber became narrow, and eventually resulted in the secondary glaucoma.A heterozygous missense variant in the fibrillin gene-1 (FBN1) gene (c.3463G>A) was identified by WES, which was present in all patients but was absent in 200 healthy controls.SIFT, PolyPhen and MutationTester predicted that the variant affected protein function.Conclusion This IEL family is characterized by secondary glaucoma as the first symptom which is caused by ectopia lens with inclination.The c.3463G>A of FBN1 gene may be the pathogenic mutation leading to IEL in this family.

Objective To identify possible associated genetic variants and characterise the clinical presentation of isolated ectopia lentis (IEL).Methods Forty-eight members with 5 generations of an IEL family were enrolled in this study.Peripheral blood samples of all members were collected, and clinical manifestations were observed through physical examination and routine ophthalmological examination.Whole-exome sequencing (WES) was per-formed for two patients to identify disease-causing variants.The target variants were verified by Sanger sequencing in family members and 200 normal controls.Then, candidate variants were verified using Sanger sequencing in family members and 200 healthy controls.SIFT, PolyPhen and MutationTester were used to predict the protein function.Results A total of 13 IEL patients in this family which inherited in an autosomal dominant pattern.The mean age at disease onset was 51.5 years.The main clinical phenotype of this ICE was characterised by ectopia lentis which anterior inclinated to the anterior chamber.As the anterior chamber became shallow, and the angle of the chamber became narrow, and eventually resulted in the secondary glaucoma.A heterozygous missense variant in the fibrillin gene-1 (FBN1) gene (c.3463G>A) was identified by WES, which was present in all patients but was absent in 200 healthy controls.SIFT, PolyPhen and MutationTester predicted that the variant affected protein function.Conclusion This IEL family is characterized by secondary glaucoma as the first symptom which is caused by ectopia lens with inclination.The c.3463G>A of FBN1 gene may be the pathogenic mutation leading to IEL in this family.