Journal of Zhejiang University SCIENCE B 2026 Vol.27 No.7 P.806-816

http://doi.org/10.1631/jzus.B2500767


Selenocystine-based fluorescence assay combined with structural prediction for functional analysis of cystine transporter variants in cystinuria


Author(s):  Xiaobai HE, Xinyi QIAN, Xiaoguang ZHENG, Hong ZHANG, Jinbang SHAO, Xiaopan CHEN, Qi RUAN, Jianxin LYU, Leixiang YANG, Linjie CHEN

Affiliation(s):  1. School of Laboratory Medicine and Bioengineering, Zhejiang Provincial People’s Hospital, Hangzhou Medical College, Hangzhou 311399, China more

Corresponding email(s):   chenlinjie@hmc.edu.cn, yangleixiang@hmc.edu.cn, jxlu313@163.com

Key Words:  Cystinuria, SLC3A1, SLC7A9, Selenocystine, Diagnosis, Mutation


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Xiaobai HE, Xinyi QIAN, Xiaoguang ZHENG, Hong ZHANG, Jinbang SHAO, Xiaopan CHEN, Qi RUAN, Jianxin LYU, Leixiang YANG, Linjie CHEN. Selenocystine-based fluorescence assay combined with structural prediction for functional analysis of cystine transporter variants in cystinuria[J]. Journal of Zhejiang University Science B, 2026, 27(7): 806-816.

@article{title="Selenocystine-based fluorescence assay combined with structural prediction for functional analysis of cystine transporter variants in cystinuria",
author="Xiaobai HE, Xinyi QIAN, Xiaoguang ZHENG, Hong ZHANG, Jinbang SHAO, Xiaopan CHEN, Qi RUAN, Jianxin LYU, Leixiang YANG, Linjie CHEN",
journal="Journal of Zhejiang University Science B",
volume="27",
number="7",
pages="806-816",
year="2026",
publisher="Zhejiang University Press & Springer",
doi="10.1631/jzus.B2500767"
}

%0 Journal Article
%T Selenocystine-based fluorescence assay combined with structural prediction for functional analysis of cystine transporter variants in cystinuria
%A Xiaobai HE
%A Xinyi QIAN
%A Xiaoguang ZHENG
%A Hong ZHANG
%A Jinbang SHAO
%A Xiaopan CHEN
%A Qi RUAN
%A Jianxin LYU
%A Leixiang YANG
%A Linjie CHEN
%J Journal of Zhejiang University SCIENCE B
%V 27
%N 7
%P 806-816
%@ 1673-1581
%D 2026
%I Zhejiang University Press & Springer
%DOI 10.1631/jzus.B2500767

TY - JOUR
T1 - Selenocystine-based fluorescence assay combined with structural prediction for functional analysis of cystine transporter variants in cystinuria
A1 - Xiaobai HE
A1 - Xinyi QIAN
A1 - Xiaoguang ZHENG
A1 - Hong ZHANG
A1 - Jinbang SHAO
A1 - Xiaopan CHEN
A1 - Qi RUAN
A1 - Jianxin LYU
A1 - Leixiang YANG
A1 - Linjie CHEN
J0 - Journal of Zhejiang University Science B
VL - 27
IS - 7
SP - 806
EP - 816
%@ 1673-1581
Y1 - 2026
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/jzus.B2500767


Abstract: 
ObjectiveCystine stones account for 1%‒2% of adult and up to 10% of pediatric kidney stones. They result from cystinuria, an autosomal recessive disorder caused by mutations in solute carrier family 3 member 1 (SLC3A1) and SLC7A9, which encode the renal cystine transporter subunits. These mutations impair cystine reabsorption, raising urinary cystine levels and driving stone formation. Current diagnostic options remain limited in terms of detecting molecular dysfunctions. Thus, we aimed to develop a nonradioactive, cell-based method for the functional assessment of cystine transporters and mutation-specific pathologies.
MethodsUsing human embryonic kidney 293 (HEK293) cells transiently co-expressing wild-type or mutant SLC3A1 and SLC7A9, we developed an integrated approach that combined a selenocystine-based fluorescence uptake assay with AlphaFold3-based structural predictions to rapidly and accurately assess cystine transporter function and the molecular impact of genetic mutations.
ResultsThe affinity of the SLC3A1/SLC7A9 complex was comparably apparent for selenocystine (Michaelis constant Km=(156.3±24.2) μmol/L) and cystine (literature Km approximately 200 μmol/L). Using operational thresholds (mild >60%, moderate 20%‒60%, severe <20% residual activity), the assay differentiated the functional impacts of eight clinically characterized variants, including SLC7A9 A70V, A182T, G105R, R333W, V170M, A354T, and P482L, and SLC3A1 M467T, with categorical assignments consistent with previously published radioisotope-based functional data. AlphaFold3 modeling, combined with molecular docking, provides mechanistic interpretations of the dysfunction observed in the P482L and A354T mutants.
ConclusionsThe integrated approach employed in this work, which combines a sensitive selenocystine fluorescence assay with artificial intelligence (AI)-powered structural analysis, enables the rapid, precise diagnosis of cystinuria variants. This platform is compatible with standard microplate-reader infrastructure and offers potential utility in variant-interpretation pipelines and future genotype-guided therapeutic decision-making, pending prospective clinical validation.

基于硒代胱氨酸荧光检测与结构预测的胱氨酸尿症相关转运体变异功能分析

何小柏1, 钱欣怡1, 郑晓光1, 张弘1, 邵锦邦1, 陈小攀2, 阮琦1, 吕建新1,3, 杨雷香2, 陈林洁1
1杭州医学院检验医学院、 生物工程学院, 中国杭州, 311399
2浙江省人民医院(杭州医学院附属人民医院), 遗传与基因组学科, 中国杭州, 310014
3检验诊断关键技术浙江省工程研究中心, 中国杭州, 310053
摘要:目的:胱氨酸结石约占成人肾结石的1%-2%,在儿童中可达10%,其病因为胱氨酸尿症--一种由SLC3A1SLC7A9基因突变所致的常染色体隐性遗传病。上述突变导致胱氨酸重吸收障碍,尿中胱氨酸浓度升高,进而促进结石形成。目前临床检测手段难以精确评估不同突变对转运蛋白功能的影响。为此,本研究旨在建立一种无放射性、基于细胞的功能评估体系,以实现对胱氨酸转运蛋白活性及突变致病变异的系统鉴定。方法:将野生型或突变型SLC3A1SLC7A9质粒共转染至HEK293细胞,瞬时表达胱氨酸转运复合体。方法学上整合两条技术路径:其一,基于硒代胱氨酸的荧光摄取实验,利用其作为胱氨酸的功能性类似物,借助固有荧光特性实现转运活性的实时定量检测,规避传统放射性底物法的操作繁琐与辐射安全问题;其二,联合AlphaFold3进行蛋白质结构预测及分子对接,从分子层面解析突变导致功能丧失的机制。结果:SLC3A1/SLC7A9复合体对硒代胱氨酸的表观米氏常数(Km=(156.3±24.2) μmol/L)与文献报道的天然底物胱氨酸(约200 μmol/L)高度接近,验证了替代底物的可行性。依据残余活性阈值(轻度>60%;中度20%-60%;重度<20%),对8种临床相关变异体(SLC7A9:A70V、A182T、G105R、R333W、V170M、A354T、P482L;SLC3A1:M467T)进行功能分级,结果与既往放射性同位素法数据一致。AlphaFold3建模显示,P482L可能破坏跨膜区螺旋堆积,A354T则可能干扰氢键网络,为功能丧失提供了结构解释。结论:本研究建立的集成平台结合了灵敏的荧光功能检测与AI驱动的结构分析,可实现胱氨酸尿症变异体的快速精准评估。该法无需放射性同位素,兼容常规微孔板读板设备,可嵌入现有变异解读流程,未来有潜力指导基因型个体化治疗,但尚需前瞻性临床验证。

关键词:胱氨酸尿症;SLC3A1SLC7A9;硒代胱氨酸;诊断;突变

Darkslateblue:Affiliate; Royal Blue:Author; Turquoise:Article

Reference

[1]AbramsonJ, AdlerJ, DungerJ, et al., 2024. Accurate structure prediction of biomolecular interactions with AlphaFold 3. Nature, 630(8016):493-500.

[2]BartoccioniP, RiusM, ZorzanoA, et al., 2008. Distinct classes of trafficking rBAT mutants cause the type I cystinuria phenotype. Hum Mol Genet, 17(12):1845-1854.

[3]BertranJ, WernerA, MooreML, et al., 1992. Expression cloning of a cDNA from rabbit kidney cortex that induces a single transport system for cystine and dibasic and neutral amino acids. Proc Natl Acad Sci USA, 89(12):5601-5605.

[4]ChairoungduaA, SegawaH, KimJY, et al., 1999. Identification of an amino acid transporter associated with the cystinuria-related type II membrane glycoprotein. J Biol Chem, 274(41):28845-28848.

[5]ChillarónJ, Font-LlitjósM, FortJ, et al., 2010. Pathophysiology and treatment of cystinuria. Nat Rev Nephrol, 6(7):424-434.

[6]CopelovitchL, 2012. Urolithiasis in children: medical approach. Pediatr Clin North Am, 59(4):881-896.

[7]FeliubadalóL, FontM, PurroyJ, et al., 1999. Non-type I cystinuria caused by mutations in SLC7A9, encoding a subunit (b0,+AT) of rBAT. Nat Genet, 23:52-57.

[8]FontM, FeliubadalóL, EstivillX, et al., 2001. Functional analysis of mutations in SLC7A9, and genotype‒phenotype correlation in non-Type I cystinuria. Hum Mol Genet, 10(4):305-316.

[9]JumperJ, EvansR, PritzelA, et al., 2021. Highly accurate protein structure prediction with AlphaFold. Nature, 596(7873):583-589.

[10]KalaiyarasanG, HemlataC, JosephJ, 2019. Fluorescence turn-on, specific detection of cystine in human blood plasma and urine samples by nitrogen-doped carbon quantum dots. ACS Omega, 4(1):1007-1014.

[11]LeeY, WiriyasermkulP, KongprachaP, et al., 2022. Ca2+-mediated higher-order assembly of heterodimers in amino acid transport system b0,+ biogenesis and cystinuria. Nat Commun, 13:2708.

[12]MizoguchiKI, ChaSH, ChairoungduaA, et al., 2001. Human cystinuria-related transporter: localization and functional characterization. Kidney Int, 59(5):1821-1833.

[13]NagamoriS, WiriyasermkulP, GuarchME, et al., 2016. Novel cystine transporter in renal proximal tubule identified as a missing partner of cystinuria-related plasma membrane protein rBAT/SLC3A1. Proc Natl Acad Sci USA, 113(3):775-780.

[14]OlschokK, VesterU, LahmeS, et al., 2018. No evidence for point mutations in the novel renal cystine transporter AGT1/SLC7A13 contributing to the etiology of cystinuria. BMC Nephrol, 19:278.

[15]ReigN, ChillarónJ, BartoccioniP, et al., 2002. The light subunit of system b0,+ is fully functional in the absence of the heavy subunit. EMBO J, 21(18):4906-4914.

[16]ServaisA, ThomasK, Dello StrologoL, et al., 2021. Cystinuria: clinical practice recommendation. Kidney Int, 99(1):48-58.

[17]ShigetaY, KanaiY, ChairoungduaA, et al., 2006. A novel missense mutation of SLC7A9 frequent in Japanese cystinuria cases affecting the C-terminus of the transporter. Kidney Int, 69(7):1198-1206.

[18]ShimomuraT, HirakawaN, OhuchiY, et al., 2021. Simple fluorescence assay for cystine uptake via the xCT in cells using selenocystine and a fluorescent probe. ACS Sens, 6(6):2125-2128.

[19]StensonPD, BallEV, MortM, et al., 2003. Human Gene Mutation Database (HGMD®): 2003 update. Hum Mutat, 21(6):577-581.

[20]ThomasK, WongK, WithingtonJ, et al., 2014. Cystinuria—a urologist’s perspective. Nat Rev Urol, 11(5):270-277.

[21]WellsRG, HedigerMA, 1992. Cloning of a rat kidney cDNA that stimulates dibasic and neutral amino acid transport and has sequence similarity to glucosidases. Proc Natl Acad Sci USA, 89(12):5596-5600.

[22]WuD, GrundTN, WelschS, et al., 2020. Structural basis for amino acid exchange by a human heteromeric amino acid transporter. Proc Natl Acad Sci USA, 117(35):21281-21287.

[23]YanRH, LiYN, ShiY, et al., 2020. Cryo-EM structure of the human heteromeric amino acid transporter b0,+AT-rBAT. Sci Adv, 6(16):eaay6379.

[24]ZhangH, LanJJ, WangHJ, et al., 2024. AlphaFold2 in biomedical research: facilitating the development of diagnostic strategies for disease. Front Mol Biosci, 11:1414916.

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Full Text:   <149>

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On-line Access: 2026-07-29

Received: 2025-11-25

Revision Accepted: 2026-05-13

Crosschecked: 2026-07-29

Cited: 0

Clicked: 269

Citations:  Bibtex RefMan EndNote GB/T7714

 ORCID:

Xiaobai HE

https://orcid.org/0009-0005-9485-5265

Jianxin LYU

https://orcid.org/0000-0003-2343-1666

Leixiang YANG

https://orcid.org/0000-0001-9020-7336

Linjie CHEN

https://orcid.org/0009-0007-7431-4490

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