Informatics in Medical Product Regulation: The Right Drug at the Right Dose for the Right Patient.

This chapter describes the role of regulatory medical product review in furthering precision medicine. Efficient data processing and appropriate analyses are needed to synthesize information and provide directions for use in a medical product label. We describe opportunities and challenges in outcome assessment through informatics, as bioengineered therapeutics are increasingly developed for the unmet needs of molecularly defined diseases. Data submission requirements and analytic principles are outlined, and regulatory resources and foundational law and statute are cited for the reader.

Use of Clinical Data Interchange Standards Consortium (CDISC) Standards for Real-world Data: Expert Perspectives From a Qualitative Delphi Survey.

BACKGROUND: Real-world data (RWD) and real-world evidence (RWE) are playing increasingly important roles in clinical research and health care decision-making. To leverage RWD and generate reliable RWE, data should be well defined and structured in a way that is semantically interoperable and consistent across stakeholders. The adoption of data standards is one of the cornerstones supporting high-quality evidence for the development of clinical medicine and therapeutics. Clinical Data Interchange Standards Consortium (CDISC) data standards are mature, globally recognized, and heavily used by the pharmaceutical industry for regulatory submissions. The CDISC RWD Connect Initiative aims to better understand the barriers to implementing CDISC standards for RWD and to identify the tools and guidance needed to more easily implement them. OBJECTIVE: The aim of this study is to understand the barriers to implementing CDISC standards for RWD and to identify the tools and guidance that may be needed to implement CDISC standards more easily for this purpose. METHODS: We conducted a qualitative Delphi survey involving an expert advisory board with multiple key stakeholders, with 3 rounds of input and review. RESULTS: Overall, 66 experts participated in round 1, 56 in round 2, and 49 in round 3 of the Delphi survey. Their inputs were collected and analyzed, culminating in group statements. It was widely agreed that the standardization of RWD is highly necessary, and the primary focus should be on its ability to improve data sharing and the quality of RWE. The priorities for RWD standardization included electronic health records, such as data shared using Health Level 7 Fast Health care Interoperability Resources (FHIR), and the data stemming from observational studies. With different standardization efforts already underway in these areas, a gap analysis should be performed to identify the areas where synergies and efficiencies are possible and then collaborate with stakeholders to create or extend existing mappings between CDISC and other standards, controlled terminologies, and models to represent data originating across different sources. CONCLUSIONS: There are many ongoing data standardization efforts around human health data-related activities, each with different definitions, levels of granularity, and purpose. Among these, CDISC has been successful in standardizing clinical trial-based data for regulation worldwide. However, the complexity of the CDISC standards and the fact that they were developed for different purposes, combined with the lack of awareness and incentives to use a new standard and insufficient training and implementation support, are significant barriers to setting up the use of CDISC standards for RWD. The collection and dissemination of use cases, development of tools and support systems for the RWD community, and collaboration with other standards development organizations are potential steps forward. Using CDISC will help link clinical trial data and RWD and promote innovation in health data science.

Legal, Regulatory, and Practical Issues to Consider When Adopting Decentralized Clinical Trials: Recommendations From the Clinical Trials Transformation Initiative.

BACKGROUND: Traditional clinical trials are often expensive, inefficient, include selected populations, and can create significant participant burden via travel and other logistical demands. Using new technologies and methodologies to promote a decentralized approach has the potential to improve the efficiency of clinical trials. The Clinical Trials Transformation Initiative (CTTI)-a public-private partnership to improve clinical trials-launched a multi-stakeholder Decentralized Clinical Trials (DCTs) Project to provide recommendations on addressing the actual and perceived legal, regulatory, and practical challenges with DCT design and conduct in the United States. METHODS: Informed by qualitative group interviews and an expert meeting, CTTI engaged stakeholders to identify key challenges to implementing DCTs and possible solutions. RESULTS: The CTTI DCT project team used the interview findings and expert feedback to develop recommendations that will drive broader use of DCTs. CONCLUSIONS: CTTI's recommendations cover protocol design, use of telemedicine and mobile healthcare providers, medical product supply chain, investigator delegation and oversight, and safety monitoring considerations. By implementing these recommendations, sponsors, contract research organizations, and others can help advance successful medical product development using mobile technologies and methodologies in DCTs.

The impact of the boxed warning on the duration of use for depot medroxprogesterone acetate.

OBJECTIVE: The objective of this study was to examine the impact of the Food and Drug Administration's boxed warning on the utilization of depot medroxyprogesterone (DMPA). METHODS: From the IMS Lifelink data (2001-2009), we identified DMPA and oral combined hormonal contraceptive (CHC) users without a prescription claim 6 months before and after the first and last claim. Episodes were defined as all contiguous claims with no more than 90-day DMPA or 30-day CHC between claims. Days' supply (CHC) and 90-day duration (DMPA) was used to determine episodes. We used interrupted time series to evaluate changes in the mean episode length and proportion of episodes >2 years before and after the Food and Drug Administration's November 2004 boxed warning. Stratified analyses by birth cohort were conducted. RESULTS: From 2001 to 2009, 126 528 DMPA and 651 356 CHC episodes were used for segmented regression. For the DMPA cohort, there was an immediate decline in the mean duration (-34.7 days [confidence interval: -45.4 to -24.1]) and episodes >2 years (-1.9% [confidence interval: -2.9% to -1.1%]) after the boxed warning. We did not observe any change in mean duration or episodes >2 years for the CHC cohort. The largest declines in mean duration and proportion >2 years were seen with the oldest women. CONCLUSION: We observed a modest decline in the mean duration and episodes >2 years for DMPA use immediately after the boxed warning not observed among CHC users. In the stratified analysis, we saw declines in the duration of use >2 years in all age groups, except adolescents who continue to use DMPA for longer than 2 years. Published 2017. This article is a U.S. Government work and is in the public domain in the USA.

Psychosocial Vulnerability, Resilience Resources, and Coping with Infertility: A Longitudinal Model of Adjustment to Primary Ovarian Insufficiency.

BACKGROUND: The infertility associated with primary ovarian insufficiency (POI) presents significant emotional challenges requiring psychosocial adjustment. Few investigations have explored the longitudinal process of adaptation to POI. PURPOSE: This longitudinal investigation tests a model of adjustment to POI that includes separate psychosocial vulnerability and resilience resource factors. METHODS: Among 102 women with POI, personal attributes reflective of vulnerability and resilience were assessed at baseline. Coping strategies were assessed 4 months later and measures of distress and well-being 12 months later. RESULTS: As hypothesized, confirmatory factor analysis yielded separate, inversely correlated vulnerability and resilience resource factors at baseline, and distress and well-being factors at 12 months. Contrary to predictions, maladaptive and adaptive coping strategies were not bi-factorial. Moreover, a single stand-alone strategy, avoidance (i.e., refusing to acknowledge stress), mediated the association between baseline vulnerability and 12-month distress. CONCLUSIONS: For women with POI, interventional studies targeted to reduce avoidance are indicated.

Bone mineral density in young women with primary ovarian insufficiency: results of a three-year randomized controlled trial of physiological transdermal estradiol and testosterone replacement.

CONTEXT: Women with primary ovarian insufficiency have significantly lower serum estradiol and T levels compared with regularly menstruating women. They also have significantly reduced bone mineral density (BMD). OBJECTIVE: The objective of the study was to evaluate the efficacy of hormone replacement in maintaining BMD in these young women. DESIGN AND SETTING: This was a randomized, double-blind, single-center, placebo-controlled clinical trial at the National Institutes of Health clinical center (Bethesda, Maryland). PARTICIPANTS: Young women with primary ovarian insufficiency participated in the study. INTERVENTIONS: We compared the effect of estradiol and progestin replacement (n = 72) vs estradiol, progestin, and T replacement (n = 73) on BMD. We also compared findings with a contemporaneous control group of normal women (n = 70). All patients received transdermal estradiol (100 µg/d) plus oral medroxyprogesterone acetate 10 mg/d (12 d/mo) for a 3-month run-in period before being randomized in a double-blinded fashion to the addition of transdermal T (150 µg/d) or placebo. MAIN OUTCOME MEASURE: Change in BMD at the femoral neck was measured by dual-energy x-ray absorptiometry. RESULTS: At screening, patients had significantly lower femoral neck BMD compared with control women (0.77 vs 0.81 g/cm(2), P = .001) and did not differ in body mass index, age at menarche, or education level. Normal control women lost femoral neck BMD over the study period, whereas patients on estradiol and progestin therapy gained BMD; and at the end of the study period, femoral neck BMD of patients on estradiol and progestin therapy did not differ from that of control women (0.80 g/cm(2) in both groups, P = .9). The addition of T showed no further benefit (percentage change in BMD 3.9 vs 2.4, respectively, P = .9). Nonetheless, using a repeated-measures model, the T group achieved a mean BMD in the femoral neck 0.015 g/cm(2) higher than the placebo group at 3 years (95% confidence interval -0.005 to 0.034, P = .13). Similar findings were observed in the lumbar spine BMD as well. CONCLUSION: Long-term physiological transdermal estradiol replacement in combination with oral medroxyprogesterone acetate restores mean femoral neck BMD to normal in young women with spontaneous 46,XX primary ovarian insufficiency. However, the addition of physiological transdermal T replacement did not provide additional benefit.

Effects of physiologic testosterone therapy on quality of life, self-esteem, and mood in women with primary ovarian insufficiency.

OBJECTIVE: Women with primary ovarian insufficiency (POI) display low androgen levels, which could contribute to mood and behavioral symptoms observed in this condition. We examined the effects of physiologic testosterone therapy added to standard estrogen/progestin therapy on quality of life, self-esteem, and mood in women with POI. METHODS: One hundred twenty-eight women with 46,XX spontaneous POI participated in a 12-month randomized, placebo-controlled, parallel-design investigation of the efficacy of testosterone augmentation of estrogen/progestin therapy. Quality of life, self-esteem, and mood symptoms were evaluated with standardized rating scales and a structured clinical interview. Differences in outcome measures between the testosterone and placebo treatments were analyzed by Wilcoxon rank sum tests. RESULTS: No differences in baseline characteristics, including serum hormone levels (P > 0.05), were found. Baseline mean (SD) Center for Epidemiologic Studies Depression Scale scores were 10.7 (8.6) and 9.2 (7.8) for testosterone and placebo, respectively (P = 0.35). After 12 months of treatment, measures of quality of life, self-esteem, and mood symptoms did not differ between treatment groups. Serum testosterone levels achieved physiologic levels in the testosterone group and were significantly higher compared with placebo (P < 0.001). Baseline testosterone levels were not associated with either adverse or beneficial clinical effects. CONCLUSIONS: A 150-µg testosterone patch achieves physiologic hormone levels in women with POI. Our findings suggest that augmentation of standard estrogen/progestin therapy with physiologic testosterone therapy in young women with POI neither aggravates nor improves baseline reports of quality of life or self-esteem and had minimal effects on mood. Other mechanisms might play a role in the altered mood accompanying this disorder.

A prospective evaluation of antral follicle function in women with 46,XX spontaneous primary ovarian insufficiency.

OBJECTIVE: To assess ovarian follicle function in women with 46,XX spontaneous primary ovarian insufficiency. DESIGN: Case-control with nested prospective cohort. SETTING: Clinical Research Center, National Institutes of Health. PATIENT(S): Women with primary ovarian insufficiency without estrogen replacement for 2 weeks (N = 97) and regularly menstruating control women (N = 42). INTERVENTION(S): Single injection of 300 IU hrFSH. MAIN OUTCOME MEASURE(S): Change in serum estradiol at 24 hours. RESULT(S): Antral follicles ≥3 mm were detected in 73% (69/95) of patients; both serum estradiol and progesterone levels correlated significantly with maximum follicle diameter in these women. Patients with a maximum follicle diameter ≥8 mm had significantly higher serum estradiol and progesterone levels and significantly lower FSH and LH levels compared with patients without such follicles. In controls estradiol levels increased significantly after FSH administration, but in patients this was not the case despite the presence of an antral follicle ≥8 mm. CONCLUSION(S): Most women with 46,XX spontaneous primary ovarian insufficiency have antral follicles detectable by ultrasound, suggesting that down-regulation of FSH receptors is not the predominant mechanism of follicle dysfunction. Evidence of progesterone secretion by antral follicles ≥8 mm in these patients is consistent with prior histologic evidence that follicle luteinization is the predominant mechanism of follicle dysfunction in this condition. Prospective controlled investigation designed to improve ovulatory function and fertility in these women is indicated.

The psychosocial transition associated with spontaneous 46,XX primary ovarian insufficiency: illness uncertainty, stigma, goal flexibility, and purpose in life as factors in emotional health.

OBJECTIVE: To examine factors associated with emotional well-being in women with spontaneous primary ovarian insufficiency. DESIGN: Cross-sectional and case-control study. SETTING: Clinical research center, national U.S. health research facility. PATIENT(S): Women diagnosed with spontaneous 46,XX primary ovarian insufficiency (n = 100) at a mean age of 32.4 years and healthy control women of similar age (n = 60). INTERVENTION(S): Administration of validated self-reporting instruments. MAIN OUTCOME MEASURE(S): Illness uncertainty, stigma, goal disengagement/re-engagement, purpose in life, Positive and Negative Affect Schedule, Center of Epidemiologic Studies Depression Scale, State-Trait Anxiety Inventory. RESULT(S): Compared with controls, women with spontaneous primary ovarian insufficiency scored adversely on all measures of affect. Illness uncertainty and purpose in life were significant independent factors associated with anxiety (R(2) = 0.47), stigma and purpose in life were the significant independent factors associated with depression (R(2) = 0.51), and goal re-engagement and purpose in life were significantly and independently associated with positive affect (R(2) = 0.43). CONCLUSION(S): This evidence supports the need for prospective studies. Our findings are consistent with the hypothesis that clinicians could improve the emotional well-being of their patients with primary ovarian insufficiency by [1] informing them better about their condition, [2] helping them to feel less stigmatized by the disorder, and [3] assisting them in developing alternative goals with regard to family planning as well as other goals.

Bone mineral density in estrogen-deficient young women.

CONTEXT: Osteoporosis primarily affects postmenopausal women. However, young women with estrogen deficiency also are at increased risk for low bone density. OBJECTIVE: The aim of the study was to assess bone density and associated risk factors for reduced bone density in young, estrogen-deficient women using primary ovarian insufficiency (POI) as the disease model. DESIGN AND SETTING: We conducted a cross-sectional study at a tertiary care research center. PARTICIPANTS: We studied women with POI (n = 442), concurrent controls (n = 70), and matched controls from NHANES III (n = 353). PRIMARY OUTCOME MEASURE: We measured bone mineral density (BMD) using dual-energy x-ray absorptiometry. RESULTS: Patients on average had 2-3% lower BMD at L1-L4, femoral neck, and total hip (P < 0.01 at all sites). The modifiable risk factors for BMD below the expected range for age (Z-score <-2) were: more than 1-yr delay in diagnosis of estrogen deficiency (P = 0.018), low (<32 ng/ml) vitamin D levels (P = 0.002), estrogen replacement nonadherence (P = 0.002), low calcium intake (P = 0.005), and lack of exercise (P = 0.005). As compared to Caucasians, African-American and Asian women with POI were 3.18 and 4.34 times more likely, respectively, to have Z-scores below -2 (P = < 0.0001 for both). Race was an overall risk factor, but on regression modeling, not an independent predictor of low bone density. CONCLUSIONS: Women with POI have lower bone density compared to regularly menstruating women. Compared to Caucasians, minority women with estrogen deficiency are more likely to have BMD below the expected range for age. This racial disparity appears to be related to a combined effect of several modifiable risk factors. Delay in diagnosis of POI also contributes to reduced bone density by delaying proper therapy.

Right atrial intramural hematoma associated with aortic dissection.

A 75-year-old male presented with shortness of breath and abdominal pain; he had undergone coronary artery bypass graft surgery three months ago and had a history of coronary artery disease, hypertension, and end-stage renal disease. Transthoracic echocardiogram showed a right atrial mass. A computed axial tomography scan showed an atrial mass and type A aortic dissection. The patient sustained cardiorespiratory arrest and died. An autopsy showed an 8 cm atrial intramural hematoma originating from a dissecting aneurysm. This is the first case of right atrial intramural hematoma associated with aortic dissection exhibiting high mortality. Early diagnosis using multiple imaging modalities including magnetic resonance imaging and timely surgical intervention may improve survival. Intramural hematomas should be considered in patients presenting with right-sided cardiac lesions.

The menstrual cycle: a biological marker of general health in adolescents.

Menstruation is the cyclic, orderly sloughing of the uterine lining on account of the interactions of hormones produced by the hypothalamus, pituitary, and ovaries. There is a tendency among parents and clinicians to view oligo-amenorrhea as a normal variant in the teen years. In fact, the 95th percentile for the time interval between cycles is 90 days. Thus, it is abnormal for an adolescent to be amenorrheic for greater than 3 months, even in the early gynecologic years. Identification of abnormal menstrual patterns throughout adolescence may permit early identification of potential health concerns for adulthood. Few problems in gynecologic endocrinology are as complex or challenging to the clinician as amenorrhea. However, thorough evaluation of menstrual cycle disorders in adolescence provides a window of opportunity for early diagnosis and treatment of conditions affecting the hypothalamic-pituitary-ovarian (HPO) axis. Here we discuss a systematic approach to the evaluation and treatment of amenorrhea in adolescents who do not have androgen excess. There is strong evidence that estrogen deficiency is a risk factor for later development of osteoporosis and hip fracture. Delay in the evaluation and treatment of disordered menses in some cases may contribute to reduced bone density. Both patients and clinicians need to view the ovary as an important endocrine organ that helps maintain health, especially bone health.

The psychology of antecedents to adult reproductive disorders in adolescent girls.

The normal developmental tasks and roles of adolescence are altered by a diagnosis of a reproductive disorder. The crisis of impaired fertility affects both parent and child, stressing the family system. For the adolescent girl, a reproductive disorder has an impact on her developing sense of self, body-image, and sexuality, which, in turn, can affect her self-esteem and relationships with others. Because of the sexual nature of a reproductive disorder, feelings of embarrassment or protectiveness are often engendered that can make it difficult for families to discuss. Nonetheless, families do best with openness and honesty regarding the condition and should be discouraged from keeping the diagnosis a secret. Adolescence encompasses a broad spectrum of emotional maturity, which needs to be considered by parents and clinicians when communicating information. Understanding that the family is an emotional unit, a family systems approach to deal with health issues is most appropriate. In this context, parents need to first deal with their own feelings about the diagnosis, before they can help their child. Secondly, parents must be provided with tools to build an ongoing conversation with their child that will avoid stigmatizing her condition and handicapping her growth into healthy adulthood. The goal for parent and clinician is to help the adolescent girl formulate positive self-esteem and body image, despite impaired fertility.

Normalization of serum luteinizing hormone levels in women with 46,XX spontaneous primary ovarian insufficiency.

OBJECTIVE: To determine the proportion of women with primary ovarian insufficiency who achieve normal serum LH levels on transdermal E(2) therapy. DESIGN: Prospective. SETTING: Clinical research center at a national US health research facility. PATIENT(S): Women with spontaneous primary ovarian insufficiency (n = 137) and 70 regularly menstruating control women (n = 70). INTERVENTION(S): Blood sampled from controls in the midfollicular phase and from patients while they were off E(2) for 2 weeks, then again 3 months later during the E(2)-only phase of hormone therapy (E(2) patch [100 microg/d] and oral medroxyprogesterone acetate [10 mg for 12 d/mo]). MAIN OUTCOME MEASURE(S): Serum LH. RESULT(S): While on transdermal E(2) therapy, significantly more women (51.1%, 70/137; 95% confidence interval, 42%, 60%) had serum LH levels in the normal range (5/137, 3.9% at baseline). Mean (SD) serum E(2) level significantly increased on therapy to 95.4 (84.9) pg/mL. CONCLUSION(S): A regimen of 100 microg/d of transdermal E(2) therapy achieves normal serum LH levels in approximately one half of women with spontaneous primary ovarian insufficiency. Theoretically, by avoiding inappropriate luteinization, physiologic E(2) therapy may improve follicle function in these women. Controlled studies to assess the effect of transdermal E(2) therapy on follicle function in these women are warranted.