HYPOPHOSPHATASIA: CLINICAL ASSESSMENT AND MANAGEMENT IN THE ADULT PATIENT-A NARRATIVE REVIEW

Predictive modeling of hypophosphatasia based on a case series of adult patients with persistent hypophosphatasemia

Approximately half of individuals with hypophosphatasemia (low levels of serum alkaline phosphatase) have hypophosphatasia, a rare genetic disease in which patients may have stress fractures, bone and joint pain, or premature tooth loss. We developed a predictive model based on specific biomarkers of this disease to better diagnose this condition.

INTRODUCTION

Hypophosphatasemia is a condition in which low levels of alkaline phosphatase (ALP) are detected in the serum. Some individuals presenting with this condition may have a rare genetic disease called hypophosphatasia (HPP), which involves mineralization of the bone and teeth. Lack of awareness of HPP and its nonspecific symptoms make this genetic disease difficult to diagnose. We developed a predictive model based on biomarkers of HPP such as ALP and pyridoxal 5'-phosphate (PLP), because clinical manifestations sometimes are not recognized as symptoms of HPP.

METHODS

We assessed 325,000 ALP results between 2010 and 2015 to identify individuals suspected of having HPP. We performed univariate and multivariate analyses to characterize the relationship between hypophosphatasemia and HPP. Using several machine learning algorithms, we developed several models based on biomarkers and compared their performance to determine the best model.

RESULTS

The final cohort included 45 patients who underwent a genetic test. Half (23 patients) showed a mutation of the ALPL gene that encodes the tissue-nonspecific ALP enzyme. ALP (odds ratio [OR] 0.61, 95% confidence interval [CI] 0.3-0.8, p = 0.01) and PLP (OR 1.06, 95% CI 1.01-1.15, p = 0.04) were the only variables significantly associated with the presence of HPP. Support vector machines and logistic regression were the machine learning algorithms that provided the best predictive models in terms of classification (area under the curve 0.936 and 0.844, respectively).

CONCLUSIONS

Given the high probability of a misdiagnosis, its nonspecific symptoms, and a lack of awareness of serum ALP levels, it is difficult to make a clinical diagnosis of HPP. Predictive models based on biomarkers are necessary to achieve a proper diagnosis. Our proposed machine learning approaches achieved reasonable performance compared to traditional statistical methods used in biomedicine, increasing the likelihood of properly diagnosing such a rare disease as HPP.

The Occurrence and Burden of Hypophosphatasia in an Ambulatory Care Endocrinology Practice

OBJECTIVE

Hypophosphatasia (HPP) is an inherited disease resulting from loss-of-function mutations in the ALPL gene encoding tissue-nonspecific alkaline phosphatase. The presentation and severity of the disease are highly variable, ranging from perinatal onset with high mortality rates to adult identification with low mortality rates and symptoms ranging from minimal to severe. Moderate forms of HPP typically manifest during middle age and are often undiagnosed. The objective of this study was to determine the occurrence and burden of HPP in an ambulatory care endocrinology practice.

METHODS

Potential subjects were identified with a computerized text search of patient electronic medical records. Search terms included serum alkaline phosphatase (ALP) levels of ≤40 U/L. Records of patients with at least 2 low ALP levels were reviewed manually to identify potential patients with a history consistent with hypophosphatasia.

RESULTS

In total, 315 patients with ALP levels ≤40 U/L were identified from an estimated 20 000 patient records. Fifty-six patients with a single low level were excluded from further review. The remaining 259 patients were reviewed, 10 of whom had histories consistent with HPP. None of the identified 10 patients was currently being treated or had previously been treated for HPP. Information about these patients was shared with their respective providers, along with the recommendation to proceed with further evaluation to confirm the diagnosis of HPP.

CONCLUSION

Hypophosphatasia is an uncommon condition with variable presentation, often resulting in a missed diagnosis. Surveillance of practices by identifying patients with low ALP levels is a rational screening approach to identifying potential patients with HPP.

Hypophosphatasia: A Unique Disorder of Bone Mineralization

Hypophosphatasia (HPP) is a rare genetic disease characterized by a decrease in the activity of tissue non-specific alkaline phosphatase (TNSALP). TNSALP is encoded by the ALPL gene, which is abundantly expressed in the skeleton, liver, kidney, and developing teeth. HPP exhibits high clinical variability largely due to the high allelic heterogeneity of the ALPL gene. HPP is characterized by multisystemic complications, although the most common clinical manifestations are those that occur in the skeleton, muscles, and teeth. These complications are mainly due to the accumulation of inorganic pyrophosphate (PPi) and pyridoxal-5′-phosphate (PLP). It has been observed that the prevalence of mild forms of the disease is more than 40 times the prevalence of severe forms. Patients with HPP present at least one mutation in the ALPL gene. However, it is known that there are other causes that lead to decreased alkaline phosphatase (ALP) levels without mutations in the ALPL gene. Although the phenotype can be correlated with the genotype in HPP, the prediction of the phenotype from the genotype cannot be made with complete certainty. The availability of a specific enzyme replacement therapy for HPP undoubtedly represents an advance in therapeutic strategy, especially in severe forms of the disease in pediatric patients.

Adult hypophosphatasia manifests in a marathon runner

A 49-year-old woman, previously healthy, presented with recurrent fractures provoked by minimal trauma. She had sustained seven fractures over the previous 2 years. While she was an avid runner, her injuries were determined to be out of proportion to the degree of trauma. Initial evaluation, exploring the more common causes such as low bone density and abnormal vitamin D metabolism, was unremarkable. On repeat of the some of the tests, a low alkaline phosphatase (AP) was noted, which raised suspicion for hypophosphatasia (HPP), a rare cause of recurrent fractures. Subsequent workup revealed a low bone-specific AP and elevated vitamin B₆ Subsequently, genetic testing confirmed the diagnosis of adult-onset HPP caused by a heterozygous mutation c.407G>A in the ALPL gene. Asfotase alfa was started; however, the patient developed an allergic reaction leading to the discontinuation of the drug.