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The role of vitamin D metabolism in regulating bone turnover in adolescents with perinatally-acquired HIV in Southern Africa: a cross-sectional study in Zimbabwe and Zambia. 维生素 D 代谢在调节南部非洲围产期感染艾滋病毒的青少年骨质流失中的作用:在津巴布韦和赞比亚进行的横断面研究。
IF 5.1 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-12-31 DOI: 10.1093/jbmr/zjae190
Tafadzwa Madanhire, Kate A Ward, Amy Macdougall, Nuredin Mohammed, Suzanne Filteau, Lackson Kasonka, Hilda B Mabuda, Molly Chisenga, Jonathan Tang, William D Fraser, Tsitsi Bandason, Nyasha V Dzavakwa, Victoria Simms, Rashida A Ferrand, Celia L Gregson

Vitamin D dysregulation can occur in people living with HIV, disrupting calcium homeostasis, and bone turnover. We aimed to investigate the potential mechanisms by which vitamin D regulates bone turnover in adolescents living with perinatally-acquired HIV (ALWH) in Southern Africa. A pre-planned secondary analysis was performed of baseline data from the vitamin D for adolescents with HIV to reduce musculoskeletal morbidity and immunopathology trial (PACTR20200989766029) which enrolled ALWH (11-19 yr) taking antiretroviral therapy for ≥6 mo, and recorded socio-demographic, clinical and dietary data. After over-night fasting, vitamin D metabolites (25(OH)D, 1,25(OH)2D, and 24,25(OH)2D), intact parathyroid hormone (PTH), and bone turnover markers (BTMs) (C-terminal telopeptide of type I collagen (CTX) and procollagen type 1 N-terminal propeptide (P1NP)) were measured. Tandem Mass Spectrometry measured vitamin D metabolites, while intact PTH and BTMs were analyzed by electrochemiluminescence immunoassay. Stratified by 25(OH)D (<75 vs ≥75 nmol/L), associations between standardized concentrations (β = standard deviations) of vitamin D metabolites, intact PTH and BTMs were assessed using structural equations modelling (SEM) adjusted for age, sex, and country (Zimbabwe/Zambia). Among the 842 ALWH enrolled, the median dietary calcium intake was 100 mg (IQR: 55-145). The SEM showed PTH was positively associated (β: 0.21; 95% CI, 0.1, 0.32) with 1,25(OH)2D, only when 25(OH)D was <75 vs ≥75 nmol/L (β: 0.23; 95%CI, -0.13, 0.59), with evidence of an interaction (β: -0.11; 95%CI, -0.20, -0.02). A positive relationship between 25(OH)D and 24,25(OH)2D was seen irrespective of 25(OH)D concentration. 24,25(OH)2D was inversely related to BTMs, particularly when 25(OH)D was <75 nmol/L (CTX: β: -0.15; 95% CI, -0.24, -0.06 and P1NP: β: -0.14; 95%CI, -0.22, -0.06). There was interaction between dietary calcium and 25(OH)D on PTH (β: -0.15; 95% CI, -0.22, -0.07) suggesting an interaction between low 25(OH)D and low dietary calcium which increases PTH. In conclusion, associations between 25(OH)D, PTH, 1,25(OH)2D, and BTMs in ALWH appear dependent upon 25(OH)D concentrations <75 nmol/L and calcium intake. A novel, potentially causal pathway between 25(OH)D, 24,25(OH)2D, and BTMs was seen. Findings enhance understanding of vitamin D metabolism in people living with HIV.

艾滋病病毒感染者可能会出现维生素 D 失调,从而破坏钙平衡和骨转换。我们旨在研究维生素 D 调节南部非洲围产期感染艾滋病病毒(ALWH)的青少年骨转换的潜在机制。我们对 VITALITY 试验[PACTR20200989766029]的基线数据进行了预先计划的二次分析,该试验招募了接受抗逆转录病毒疗法≥6 个月的 ALWH(11-19 岁),并记录了社会人口学、临床和饮食数据。经过一夜禁食后,测量了维生素 D 代谢物[25(OH)D、1,25(OH)2D、24,25(OH)2D]、完整甲状旁腺激素(PTH)和骨转换标志物(BTMs)[CTX 和 P1NP]。串联质谱法测量维生素 D 代谢物,电化学发光免疫测定法分析完整的 PTH 和 BTMs。按 25(OH)D [
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引用次数: 0
24-hour activity composition is associated with lower fall and fracture risk in older men. 24 小时活动量构成与老年男性较低的跌倒和骨折风险有关。
IF 5.1 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-12-31 DOI: 10.1093/jbmr/zjae160
Lauren S Roe, Elsa S Strotmeyer, Peggy M Cawthon, Nancy W Glynn, Yan Ma, Sonia Ancoli-Israel, Kristine Ensrud, Susan Redline, Katie L Stone, Kelley Pettee Gabriel, Jane A Cauley

Physical activity (PA), sedentary behavior (SB), and sleep are each individually associated with falls and fractures, but often are not examined simultaneously. Compositional data analysis examined the combined prospective associations between the proportion of time in PA, SB, and sleep relative to the remaining behaviors with recurrent falls (2+ falls in any yr), any fractures, and major osteoporotic fracture (MOF) from tri-annual questionnaires, with adjudication for fractures, in 2918 older men aged 78.9 ± 5.1 yr in the Osteoporotic Fractures in Men (MrOS) Study. Accelerometers were worn on the right tricep for seven consecutive 24-h periods and measured PA (>1.5 METs), SB (≤1.5 METs), and sleep. Generalized estimating equations evaluated associations with recurrent falls. Cox proportional hazards regression estimated any incident fracture and MOF risk separately. Over 4 yr of follow-up, 1025 (35.2%) experienced recurrent falls; over 10 ± 4 yr of follow-up, 669 (22.9%) experienced incident fractures, and 370 (12.7%) experienced a MOF. Higher proportions of PA relative to SB and sleep were associated with lower odds of recurrent falls [odds ratio (OR): 0.87, 95% CI: 0.76-0.99]. Higher proportions of SB relative to PA and sleep were associated with a higher odds of recurrent falls (OR: 1.38, 95% CI: 1.06-1.81) and a higher risk of any fracture [hazard ratio (HR): 1.42, 95% CI: 1.05-1.92]. Higher proportions of sleep relative to PA and SB were associated with a lower risk of fracture (HR: 0.74, 95% CI: 0.54-0.99). No associations of activity composition with MOF were observed. When accounting for the co-dependence of daily activities, higher proportions of SB relative to the proportion of PA and sleep were associated with higher odds of recurrent falls and fracture risk. Results suggest reducing SB (and increasing PA) may lower fall and fracture risk in older men, which could inform future interventions.

体力活动(PA)、久坐行为(SB)和睡眠分别与跌倒和骨折有关,但往往没有同时进行研究。在男性骨质疏松性骨折(MrOS)研究中,2,918 名年龄为 78.9 ± 5.1 岁的老年男性接受了一年三次的问卷调查,并对骨折情况进行了判定,综合数据分析研究了久坐不动行为(PA)、久坐不动行为(SB)和睡眠相对于其他行为的时间比例与反复跌倒(任何一年中跌倒 2 次以上)、任何骨折和重大骨质疏松性骨折(MOF)之间的前瞻性关联。连续 7 个 24 小时在右三头肌上佩戴加速度计,测量 PA(>1.5 METs)、SB(≤1.5 METs)和睡眠。广义估计方程评估了与复发性跌倒的关系。Cox 比例危险度回归分别估算了发生骨折和 MOF 的风险。在四年的随访中,有1025人(35.2%)经历了复发性跌倒;在10 ± 4年的随访中,有669人(22.9%)经历了骨折事故,370人(12.7%)经历了MOF。相对于SB和睡眠,较高比例的PA与较低的复发性跌倒几率相关[Odds Ratio (OR):0.87,95% CI:0.76-0.99]。相对于 PA 和睡眠,SB 比例越高,再次跌倒的几率越高(OR:1.38,95% CI:1.06-1.81),骨折的风险也越高[危险比 (HR):1.42,95% CI:1.05-1.92]。相对于 PA 和 SB,睡眠比例越高,骨折风险越低(HR:0.74,95% CI:0.54-0.99)。活动构成与 MOF 没有关联。如果考虑到日常活动的共同依赖性,相对于活动量和睡眠的比例而言,较高的活动量比例与较高的复发性跌倒和骨折风险相关。研究结果表明,减少SB(增加PA)可以降低老年男性跌倒和骨折的风险,这可以为未来的干预措施提供参考。
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引用次数: 0
A systematic review and meta-analysis of the effects of probiotics on bone outcomes in rodent models. 益生菌对啮齿类动物模型骨骼结果影响的系统回顾和荟萃分析。
IF 5.1 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-12-31 DOI: 10.1093/jbmr/zjae187
Jenalyn L Yumol, William Gittings, Russell J de Souza, Wendy E Ward

Emerging evidence demonstrates an opportunity for using probiotics to support bone health, but findings in humans are limited. This systematic review investigated if probiotic supplementation improves bone mineral density (BMD) and bone structure in rodent models compared to no supplementation. Studies (n = 71) examining the effect of oral consumption of any probiotic strain on BMD or bone structure in rodents were included. Meta-analyses were conducted separately by study model (intact, ovariectomized) and bone site (femur, tibia, spine) to determine the probiotic effect (standardized mean difference, SMD) on volumetric BMD (vBMD), bone volume fraction (BV/TV), and cortical thickness (Ct.Th). Reasons for heterogeneity were explored (probiotic genus, sex, type of rodent). In intact rodents, probiotics resulted in greater vBMD (SMD = 0.43, 95% CI [0.13, 0.74], I2 = 3%, p < 0.05) and higher BV/TV (SMD = 0.63, 95% CI [0.25, 1.02], I2 = 57%, p < 0.05) at the femur without changes in cortical bone structure. In ovariectomized models, probiotic supplementation resulted in greater vBMD (femur: SMD = 1.28, 95% CI [1.01, 1.55], I2 = 3%, p < 0.05; tibia: SMD = 1.29, 95% CI [0.52, 2.05], I2 = 67%, p < 0.05; and spine: SMD = 1.47, 95% CI [0.97, 1.97], I2 = 26%, p < 0.05) as well as higher BV/TV (femur: SMD = 1.16, 95% CI [0.80, 1.52], I2 = 56%, p < 0.05; tibia: SMD = 2.13, 95% CI [1.09, 3.17], I2 = 79%, p < 0.05; spine: SMD = 2.04, 95% CI [1.17, 2.90], I2 = 76%, p < 0.05) and Ct.Th at the tibia (SMD = 2.35; 95% CI [0.72, 3.97], I2 = 82%, p < .0.05) but not at the femur versus control. The syntheses support probiotics as a strategy to improve bone outcomes in rodent models.

新出现的证据表明,使用益生菌可以促进骨骼健康,但在人类身上的研究结果却很有限。本系统综述研究了与不补充益生菌相比,补充益生菌是否能改善啮齿动物模型的骨矿物质密度和骨结构。纳入的研究(n = 71)考察了口服任何益生菌菌株对啮齿动物骨矿物质密度或骨结构的影响。按研究模型(完整、卵巢切除)和骨骼部位(股骨、胫骨、脊柱)分别进行元分析,以确定益生菌对体积骨矿物质密度(vBMD)、骨体积分数(BV/TV)和皮质厚度(Ct.Th)的影响(标准化平均差,SMD)。研究还探讨了异质性的原因(益生菌属、性别、啮齿动物类型)。在完整的啮齿类动物中,益生菌可提高 vBMD(SMD = 0.43,95% CI [0.13,0.74],I2 = 3%,P
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引用次数: 0
Possible role of bone turnover markers in the diagnosis of adult hypophosphatasia. 骨转换标志物在诊断成人低磷血症中的可能作用。
IF 5.1 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-12-31 DOI: 10.1093/jbmr/zjae177
Francesco Bertoldo, Giovanni Tripepi, Martina Zaninotto, Mario Plebani, Alfredo Scillitani, Massimo Varenna, Chiara Crotti, Cristiana Cipriani, Jessica Pepe, Salvatore Minisola, Flavia Pugliese, Vito Guarnieri, Valeria Baffa, Marco Onofrio Torres, Francesca Zanchetta, Maria Fusaro, Maurizio Rossini, Maria Luisa Brandi, Colin Gerard Egan, Paolo Simioni, Gaetano Paride Arcidiacono, Stefania Sella, Sandro Giannini

Hypophosphatasia (HPP) is a rare disorder of the bone metabolism, characterized by genetically determined low alkaline phosphatase (ALP) activity. Low ALP may also be observed in some common causes of bone fragility, such as in osteoporosis treated with antiresorptive drugs. This study aimed to verify whether differences in bone turnover markers (BTMs) could help differentiate adult patients with HPP from those with osteoporosis undergoing antiresorptive treatment. In this multicenter study, we enrolled 23 adult patients with a diagnosis of HPP and compared them with 46 osteoporotic subjects previously treated with zoledronic acid or denosumab. BTMs such as CTX, N-terminal propeptide of type I procollagen (P1NP), total ALP, and bone ALP (bALP) were measured, and ratios between BTMs were also calculated. Considering that the control group included only females, in the primary analysis we compared their characteristics with that of the 16 female patients with HPP. Both individual BTMs (CTX and P1NP) and 4 BTM ratios (ALP/P1NP, bALP/P1NP, ALP/CTX, and bALP/CTX) showed satisfactory discriminatory power, outperforming ALP alone. P1NP, in particular, had an area under the curve (AUC) of 0.962 with a cut-off of 32 μg/L, while as for the BTMs ratios, the ALP/P1NP ratio had an AUC of 0.964 with a cut-off of 1.114. Similar results were confirmed when including male HPP patients, when adjusting for age and sex, and finally when performing a sensitivity analysis only in patients with ALP less than or equal to 32 U/L (ie, the median of the distribution of the entire population). In cases of low ALP and bone fragility, BTM and their ratios could help distinguish HPP patients from osteoporotic individuals treated with antiresorptive drugs, aiding in accurate diagnosis and reducing the risk of inappropriate treatment.

低磷酸盐症(HPP)是一种罕见的骨代谢疾病,其特征是由基因决定的碱性磷酸酶(ALP)活性低下。在一些常见的骨脆性病因中,如使用抗骨吸收药物治疗的骨质疏松症中,也可观察到低 ALP。本研究旨在验证骨转换标志物(BTMs)的差异是否有助于区分成年 HPP 患者和接受抗骨吸收治疗的骨质疏松症患者。在这项多中心研究中,我们招募了 23 名确诊为 HPP 的成年患者,并将他们与 46 名曾接受过唑来膦酸或地诺单抗治疗的骨质疏松症患者进行了比较。研究人员测量了 I 型胶原 C 端端肽(CTX)、I 型胶原 N 端前肽(P1NP)、总 ALP 和骨 ALP(bALP)等 BTM,并计算了 BTM 之间的比率。考虑到对照组中只有女性,我们在主要分析中将她们的特征与 16 名女性 HPP 患者的特征进行了比较。单个 BTM(CTX 和 P1NP)和四个 BTM 比值(ALP/P1NP、bALP/P1NP、ALP/CTX 和 bALP/CTX)均显示出令人满意的鉴别力,优于单独的 ALP。尤其是 P1NP,以 32 μg/L 为临界值的 AUC 为 0.962,而 BTMs 比值方面,以 1.114 为临界值的 ALP/P1NP 比值的 AUC 为 0.964。在将男性 HPP 患者包括在内、对年龄和性别进行调整以及最后仅对 ALP 小于或等于 32 U/L(即整个人群分布的中位数)的患者进行敏感性分析时,类似的结果也得到了证实。在低 ALP 和骨脆性的情况下,BTM 及其比率有助于将 HPP 患者与接受抗骨吸收药物治疗的骨质疏松症患者区分开来,从而有助于准确诊断并降低不当治疗的风险。
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引用次数: 0
Family-based whole-exome sequencing implicates a variant in lysyl oxidase like 4 in atypical femur fractures. 基于家族的全外显子组测序发现,非典型股骨骨折与类似赖氨酰氧化酶 4 的一个变体有关。
IF 5.1 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-12-31 DOI: 10.1093/jbmr/zjae175
Wei Zhou, Denise M van de Laarschot, Jeroen G J van Rooij, Marijke Koedam, Hanh H Nguyen, André G Uitterlinden, Peter R Ebeling, Rajesh V Thakker, Piet Geusens, Bram C J van der Eerden, Annemieke J M H Verkerk, M Carola Zillikens

Atypical femur fractures (AFFs) are rare adverse events associated with bisphosphonate use, having unclear pathophysiology. AFFs also cluster in families and have occurred in patients with monogenetic bone diseases sometimes without bisphosphonate use, suggesting an underlying genetic susceptibility. Our aim was to identify a genetic cause for AFF in a Caucasian family with 7 members affected by osteoporosis, including 3 siblings with bisphosphonate-associated AFFs. Using whole-exome sequencing, we identified a rare pathogenic variant c.G1063A (p.Gly355Ser) in lysyl oxidase like 4 (LOXL4) among 64 heterozygous rare, protein-altering variants shared by the 3 siblings with AFFs. The same variant was also found in a fourth sibling with a low-trauma femur fracture above the knee, not fulfilling all the ASBMR criteria of AFF and in 1 of 73 unrelated European AFF patients. LOXL4 is involved in collagen cross-linking and may be relevant for microcrack formation and bone repair mechanisms. Preliminary functional analysis showed that skin fibroblast-derived osteoblasts from the unrelated patient with the LOXL4 variant expressed less collagen type I and elastin, while osteogenic differentiation and mineralization were enhanced compared with 2 controls. In conclusion, this LOXL4 variant may underlie AFF susceptibility possibly due to abnormal collagen metabolism, leading to increased formation of microdamage or compromised healing of microcracks in the femur.

非典型股骨骨折(AFFs)是与使用双膦酸盐相关的罕见不良事件,其病理生理学尚不清楚。非典型股骨骨折也会出现在家族中,有时也会发生在未使用双膦酸盐的单基因骨病患者身上,这表明存在潜在的遗传易感性。我们的目的是在一个有七名骨质疏松症患者的白种人家族中找出 AFF 的遗传原因,其中包括三名患有与双磷酸盐相关的 AFF 的兄弟姐妹。通过全外显子组测序,我们在患有 AFFs 的三个兄弟姐妹共有的 64 个杂合罕见蛋白质改变变体中,发现了赖氨酰氧化酶样 4(LOXL4)中的一个罕见致病变体 c.G1063A(p.Gly355Ser)。在第四个患有膝上低创伤性股骨骨折的兄弟姐妹中也发现了同样的变异,但不符合ASBMR的所有AFF标准,在73个无血缘关系的欧洲AFF患者中也发现了一个同样的变异。LOXL4 参与胶原交联,可能与微裂缝形成和骨修复机制有关。初步功能分析显示,与两个对照组相比,患有 LOXL4 变异的非亲缘关系患者的皮肤成纤维细胞衍生的成骨细胞表达的 I 型胶原蛋白和弹性蛋白较少,而成骨分化和矿化则有所增强。总之,这种 LOXL4 变异可能是 AFF 易感性的基础,其原因可能是胶原代谢异常导致股骨微损伤的形成增加或微裂缝的愈合受到影响。
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引用次数: 0
Vertebral fracture prevalence and risk factors for fracture in The Gambia, West Africa: the Gambian Bone and Muscle Ageing Study. 西非冈比亚的脊椎骨折流行率和骨折风险因素:冈比亚骨骼和肌肉老化研究。
IF 5.1 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-12-31 DOI: 10.1093/jbmr/zjae182
Kate A Ward, Landing Jarjou, Camille Pearse, Mícheál Ó Breasail, Ramatoulie E Janha, Ayse Zengin, Ann Prentice, Nicola J Crabtree

There are limited data describing the epidemiology of vertebral fractures (VF) from resource-limited settings, where the aging population is growing most rapidly. We aimed to determine the prevalence, incidence, and risk factors for VF in The Gambia, West Africa. The Gambian Bone and Muscle Ageing Study is a prospective observational study in men and women aged 40 yr and over. Rural participants had baseline measurements and plasma samples collected and were followed up 6-8 yr later; urban participants had a single measurement. DXA scans were obtained to assess areal BMD (aBMD), body composition, and VF. Prevalence and incidence were calculated. Risk factors for prevalent and incident fractures were tested using logistic regression, in men and women separately, with and without adjustment for age and BMI. At baseline, 581 individuals (298 women) had useable scans, 214 (127 women) at follow-up. Prevalence of VF was 14.8%. Those with VF were older (65.6(11.2) vs 61.7(12.3) yr, p = .01) and had lower aBMD Z-scores. For example, in women, a 1 SD increase in femoral neck Z-score resulted in a lower risk of having a prevalent VF (OR [95% CI]) 0.51 [0.38, 0.73]. In men, lumbar spine Z-scores were predictive of prevalent fracture (0.71 [0.53, 0.97]). The incidence of VF over follow-up was 12.1%. Low BMD and grip strength were associated with the odds of having an incident VF. Given the importance of prevalent VF in predicting future VF and other fragility fractures in other populations, our findings are a major cause for concern. VF prevalence in Gambian older adults is similar to elsewhere, despite fractures not being a perceived issue. Risk factors were like those identified elsewhere, including age, aBMD, and bone resorption. Understanding the impact of these fractures is important in a region where the health of the aging population needs to be prioritized.

在老龄化人口增长最为迅速的资源有限地区,有关脊椎骨折(VF)流行病学的数据十分有限。我们旨在确定西非冈比亚椎体骨折的流行率、发病率和风险因素。冈比亚骨骼和肌肉老化研究是一项前瞻性观察研究,研究对象为 40 岁及以上的男性和女性。农村参与者进行了基线测量并采集了血浆样本,6-8 年后进行了随访;城市参与者只进行了一次测量。通过 DXA 扫描评估平均骨矿物质密度 (aBMD)、身体成分和 VF。计算患病率和发病率。在对年龄和体重指数进行调整或未进行调整的情况下,分别对男性和女性的流行性骨折和事故性骨折的风险因素进行了逻辑回归测试。基线时,581人(298名女性)有可用的扫描结果,随访时有214人(127名女性)有可用的扫描结果。室颤发生率为 14.8%。VF患者年龄较大(65.6(11.2) vs 61.7(12.3)岁,P=.01),aBMD Z分数较低。例如,在女性中,股骨颈 Z 值每增加 1SD 就会降低发生 VF 的风险(OR [95% CI])0.51 [0.38, 0.73]。在男性中,腰椎 Z 值可预测流行性骨折;(0.71 [0.53, 0.97])。在随访期间,VF的发生率为12.1%。低 BMD 和握力与发生 VF 的几率相关。鉴于流行性室间隔缺损在预测其他人群未来室间隔缺损和其他脆性骨折方面的重要性,我们的研究结果令人十分担忧。冈比亚老年人的室间隔缺损发生率与其他地区相似,尽管骨折并不被认为是一个问题。风险因素与其他地方发现的风险因素相似,包括年龄、非骨密度和骨吸收。在一个需要优先考虑老龄人口健康的地区,了解这些骨折的影响非常重要。
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引用次数: 0
Linking transcriptome and morphology in bone cells at cellular resolution with generative AI. 利用生成式人工智能,以细胞分辨率将骨细胞的转录组和形态学联系起来。
IF 5.1 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-12-31 DOI: 10.1093/jbmr/zjae151
Lu Lu, Noriaki Ono, Joshua D Welch

Recent advancements in deep learning (DL) have revolutionized the capability of artificial intelligence (AI) by enabling the analysis of large-scale, complex datasets that are difficult for humans to interpret. However, large amounts of high-quality data are required to train such generative AI models successfully. With the rapid commercialization of single-cell sequencing and spatial transcriptomics platforms, the field is increasingly producing large-scale datasets such as histological images, single-cell molecular data, and spatial transcriptomic data. These molecular and morphological datasets parallel the multimodal text and image data used to train highly successful generative AI models for natural language processing and computer vision. Thus, these emerging data types offer great potential to train generative AI models that uncover intricate biological processes of bone cells at a cellular level. In this Perspective, we summarize the progress and prospects of generative AI applied to these datasets and their potential applications to bone research. In particular, we highlight three AI applications: predicting cell differentiation dynamics, linking molecular and morphological features, and predicting cellular responses to perturbations. To make generative AI models beneficial for bone research, important issues, such as technical biases in bone single-cell datasets, lack of profiling of important bone cell types, and lack of spatial information, needs to be addressed. Realizing the potential of generative AI for bone biology will also likely require generating large-scale, high-quality cellular-resolution spatial transcriptomics datasets, improving the sensitivity of current spatial transcriptomics datasets, and thorough experimental validation of model predictions.

深度学习(DL)领域的最新进展彻底改变了人工智能(AI)的能力,使其能够分析人类难以解读的大规模复杂数据集。然而,要成功训练这种生成式人工智能模型,需要大量高质量的数据。随着单细胞测序和空间转录组学平台的快速商业化,该领域正在产生越来越多的大规模数据集,如组织学图像、单细胞分子数据和空间转录组数据。这些分子和形态学数据集与用于训练自然语言处理和计算机视觉方面非常成功的人工智能生成模型的多模态文本和图像数据类似。因此,这些新兴数据类型为训练生成式人工智能模型提供了巨大的潜力,这些模型可以在细胞水平上揭示骨细胞错综复杂的生物过程。在本《视角》中,我们总结了将生成式人工智能应用于这些数据集的进展和前景,以及它们在骨骼研究中的潜在应用。我们特别强调了三种人工智能应用:预测细胞分化动态、连接分子和形态特征以及预测细胞对扰动的反应。要使生成式人工智能模型有益于骨骼研究,需要解决一些重要问题,如骨骼单细胞数据集的技术偏差、缺乏重要骨细胞类型的剖析以及缺乏空间信息等。要实现生成式人工智能在骨生物学方面的潜力,还可能需要生成大规模、高质量的细胞分辨率空间转录组学数据集,提高现有空间转录组学数据集的灵敏度,并对模型预测进行全面的实验验证。
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引用次数: 0
Individuals with Heterogenous Trabecular Bone Texture by Clinical MRI have Lower Bone Strength and Stiffness by QCT Based Finite Element Analysis. 基于QCT的有限元分析表明,临床MRI显示骨小梁结构异质性的个体具有较低的骨强度和刚度。
IF 5.1 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-12-28 DOI: 10.1093/jbmr/zjae207
Alexander S Dash, Ryan Breighner, Fernando Quevedo Gonzalez, Olivia Blumberg, Matthew F Koff, Emma Billings, Alison Heilbronner, Jeri Nieves, Emily M Stein

Opportunistic screening is essential to improve the identification of individuals with osteoporosis. Our group has utilized image texture features to assess bone quality using clinical MRIs. We have previously demonstrated that greater heterogeneity of MRI texture related to history of fragility fractures, lower bone density, and worse microarchitecture. The present study investigated relationships between MRI-based texture features and biomechanical properties of bone using CT-based finite element analyses (FEA). We hypothesized that individuals with greater texture heterogeneity would have lower stiffness and failure load. Thirty individuals included in this prospective study had CT and MRI of L1 and L2 vertebrae. Using T1-weighted MR images, a gray-level co-occurrence matrix was generated to characterize the distribution and spatial organization of voxelar signal intensities to derive the following texture features: contrast (variability), entropy (disorder), angular second moment (ASM; uniformity), and inverse difference moment (IDM; homogeneity). Features were calculated in five directions relative to the image plane. Whole-bone stiffness and failure load were calculated from phantom-calibrated lumbar QCT. Mean age of subjects was 59 ± 11 years (57% female). Individuals with lower vertebral stiffness had greater texture heterogeneity; specifically, higher contrast (r = -0.54, P<.01), higher entropy (r = -0.52, P<.01), lower IDM (r = 0.54, P<.01) and lower ASM (r = 0.51, P<.01). Lower vertebral failure load and lower vBMD were similarly associated with greater texture heterogeneity. Relationships were unchanged when using the average of texture in all directions or the vertical direction in isolation. In summary, individuals with more heterogeneous MRI-based trabecular texture had lower stiffness and failure load by FEA, and lower vBMD by central quantitative CT. These results-the first relating MRI-based texture features and biomechanical properties of bone-provide further support that MRI-based texture measurements can be used to opportunistically detect skeletal fragility.

机会性筛查是必要的,以提高识别个体骨质疏松症。我们的研究小组利用图像纹理特征来评估临床核磁共振成像的骨质量。我们之前已经证明,MRI纹理的更大异质性与脆性骨折史、较低的骨密度和较差的微结构有关。本研究利用基于ct的有限元分析(FEA)研究了基于mri的纹理特征与骨生物力学特性之间的关系。我们假设具有较大纹理异质性的个体具有较低的刚度和破坏载荷。在这项前瞻性研究中,有30人对L1和L2椎体进行了CT和MRI检查。利用t1加权MR图像,生成灰度共现矩阵来表征体元信号强度的分布和空间组织,从而得到对比度(可变性)、熵(无序性)、角秒矩(ASM;均匀性)和逆差矩(IDM;同质性)。在相对于图像平面的五个方向上计算特征。全骨刚度和失效载荷由幻影校正腰椎QCT计算。受试者平均年龄59±11岁(57%为女性)。椎体刚度较低的个体具有更大的纹理异质性;具体来说,更高的对比度(r = -0.54, P
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引用次数: 0
Loss-of-function of DDR1 is responsible for a chondrodysplasia with multiple dislocations. DDR1的功能丧失是导致软骨发育不良伴多重脱位的原因。
IF 5.1 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-12-23 DOI: 10.1093/jbmr/zjae205
Miriam Villegas Villarroel, Céline Huber, Geneviève Baujat, Adeline Bonnard, Corinne Collet, Valérie Cormier-Daire

Chondrodysplasias with multiple dislocations are rare skeletal disorders characterized by hyperlaxity, joint dislocations, and growth retardation. Chondrodysplasias with multiple dislocations have been linked to pathogenic variants in genes encoding proteins involved in the proteoglycan biosynthesis. In this study, by exome sequencing analysis, we identified a homozygous nonsense variant (NM_001297654.2: c.1825C > T, p.Arg609*) in the discoidin domain receptor 1 (DDR1) gene in a patient presenting joint dislocations, hyperlaxity, and cerebellar hypoplasia. Functional studies revealed decreased proteoglycan production in patient fibroblasts. We further demonstrated that DDR1 inhibition impaired the Indian Hedgehog (IHH) signaling pathway in chondrocytes, decreased differentiation and mineralization in osteoblasts, and disrupted p38 MAPK signaling in both cell types. Additionally, we showed that DDR1 inhibition affected the non-canonical WNT signaling pathway in human skeletal cells and decreased proteoglycan production in chondrocytes. These findings suggest that DDR1 is a new gene involved in the group of chondrodysplasias with multiple dislocations and highlights its essential role in human skeletal and brain development.

软骨发育不良伴多重脱位是一种罕见的骨骼疾病,其特征是过度松弛、关节脱位和生长迟缓。多种脱位的软骨发育不良与编码蛋白聚糖生物合成蛋白的基因的致病变异有关。在这项研究中,通过外显子组测序分析,我们在关节脱位,过度松弛和小脑发育不全的患者中发现了盘状蛋白结构域受体1 (DDR1)基因的纯合无义变异(NM_001297654.2: c.1825C > T, p.Arg609*)。功能研究显示,患者成纤维细胞中蛋白多糖的产生减少。我们进一步证明,DDR1抑制会损害软骨细胞中的印度刺猬(IHH)信号通路,降低成骨细胞的分化和矿化,并破坏两种细胞类型中的p38 MAPK信号。此外,我们发现DDR1抑制影响了人类骨骼细胞中的非规范WNT信号通路,并减少了软骨细胞中蛋白多糖的产生。这些发现表明,DDR1是一种新的基因,参与了多发性脱位的软骨发育不良组,并强调了其在人类骨骼和大脑发育中的重要作用。
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引用次数: 0
The role of sympathetic control in bone vasculature: insights from spinal cord injury. 交感神经控制在骨脉管系统中的作用:来自脊髓损伤的见解。
IF 5.1 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-12-23 DOI: 10.1093/jbmr/zjae204
Maria Sukhoplyasova, Jason W Hamner, Adina E Draghici

Bone vasculature is richly innervated by an extensive network of sympathetic nerves. However, our understanding of bone blood flow regulation and its contribution to human bone health is limited. Here, we further our previous findings by characterizing bone vascular responses in the absence of sympathetic control - studying individuals with spinal cord injury (SCI), a population with known peripheral sympathetic disruption. We assessed tibial vascular responses to isometric handgrip exercise (IHE) in individuals with SCI (n = 12) and controls (n = 12). When sustained to fatigue, IHE increases perfusion pressure and sympathetic vasoconstriction in the non-active tissues of the legs. During IHE, we measured blood pressure, whole leg blood velocity via ultrasound, and tibial perfusion (as hemoglobin content) via near-infrared spectroscopy. Controls demonstrated active sympathetic vasoconstriction in the whole leg (i.e., increased vascular resistance, arterial pressure/leg blood velocity) and tibia (i.e., decreased hemoglobin). In contrast, SCI individuals demonstrated modest whole leg vasoconstriction with lesser increases in vascular resistance than controls (P<.04). Tibial vasculature evidenced absent or blunted vasoconstriction compared to controls (P<.01), indicated by increasing tibial hemoglobin until plateauing at higher pressure levels. This suggests that, in the absence of sympathetic control, tibial vascular response may involve other regulatory mechanisms like myogenic vasoconstriction. Lastly, we leveraged existent whole-body Dual Energy X-ray Absorptiometry scans in a subgroup of nine individuals with SCI and we found a strong relationship between leg bone mineral density (BMD) and tibial hemoglobin at end of IHE (r2 = 0.67, P<.01). Our findings indicate that in the absence of sympathetic mechanisms, myogenic control may play a compensatory role in regulating blood flow, though to a lesser extent in bone compared to muscle. The close relationship between lesser declines in bone blood content and higher BMD underscores the link between blood flow and bone health.

骨脉管系统受广泛的交感神经网络支配。然而,我们对骨血流调节及其对人类骨骼健康的贡献的理解是有限的。在这里,我们进一步研究了在缺乏交感神经控制的情况下骨血管反应的特征,研究了脊髓损伤(SCI)患者,这是一个已知的周围交感神经破坏人群。我们评估了脊髓损伤患者(n = 12)和对照组(n = 12)的胫骨血管对等长握力运动(IHE)的反应。当持续疲劳时,IHE增加灌注压和腿部非活动组织的交感血管收缩。在IHE期间,我们通过超声测量血压,全腿血流速度,并通过近红外光谱测量胫骨灌注(血红蛋白含量)。对照组表现为全腿交感血管收缩活跃(即血管阻力、动脉压/腿部血流速度增加)和胫骨(即血红蛋白降低)。相反,脊髓损伤个体表现出适度的全腿血管收缩,血管阻力的增加比对照组少(P
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引用次数: 0
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Journal of Bone and Mineral Research
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