Studies have found differences in the concentration of volatile organic compounds in the breath of diabetics and healthy people, prompting attention to the use of devices such as electronic noses to detect diabetes. In this study, we explored the design of a non-invasive diabetes preliminary screening system that uses a homemade electronic nose sensor array to detect respiratory gas markers. In the algorithm part, two feature extraction methods were adopted, gradient boosting method was used to select promising feature subset, and then particle swarm optimization algorithm was introduced to extract 24 most effective features, which reduces the number of sensors by 56% and saves the system cost. Respiratory samples were collected from 120 healthy subjects and 120 diabetic subjects to assess the system performance. Random forest algorithm was used to classify and predict electronic nose data, and the accuracy can reach 93.33%. Experimental results show that on the premise of ensuring accuracy, the system has low cost and small size after the number of sensors is optimized, and it is easy to install on in-car. It provides a more feasible method for the preliminary screening of diabetes on in-car and can be used as an assistant to the existing detection methods.
Xiaohui Weng, Gehong Li, Ziwei Liu, Rui Liu, Zhaoyang Liu, Songyang Wang, Shishun Zhao, Xiaotong Ma, and Zhiyong Chang
R H M Dykgraaf, S Schalekamp-Timmermans, M C Adank, S A A van den Berg, B M N van de Lang-Born, T I M Korevaar, A Kumar, B Kalra, G V Savjani, E A P Steegers, Y V Louwers, and J S E Laven
Objective
The primary objective of this study is to establish maternal reference values of anti‐Müllerian hormone (AMH) in a fertile multi-ethnic urban pregnant population and to evaluate the effect of gestational age. The secondary objective of this study is to explore the association between AMH and placental biomarkers.
Design
This study was embedded in the Generation R Study, an ongoing population-based prospective cohort study from early pregnancy onwards.
Setting
City of Rotterdam, the Netherlands, out of hospital setting.
Patients
In 5806 women, serum AMH levels were determined in early pregnancy (median 13.5 weeks; 95% range 10.5–17.2).
Intervention(s)
None.
Main outcome measures
Maternal AMH levels in early pregnancy and its association with placental biomarkers, including human chorionic gonadotrophin (hCG), soluble fms-like tyrosine kinase-1 (sFLT), and placental growth factor (PLGF).
Results
A nomogram of AMH in early pregnancy was developed. Serum AMH levels showed a decline with advancing gestational age. Higher AMH levels were associated with a higher level of the placental biomarkers hCG and sFLT in early pregnancy. This last association was predominantly mediated by hCG. AMH levels were negatively associated with PLGF levels.
Conclusion
In this large study, we show that AMH levels in early pregnancy decrease with advancing gestational age. The association between AMH and the placental biomarkers hCG, sFLT, and PLGF suggests a better placental development with lower vascular resistance in mothers with higher AMH levels. Hence, AMH might be useful in predicting adverse pregnancy outcomes due to impaired placental development.
Marie Lindhardt Ljubicic, Trine Holm Johannsen, Margit Bistrup Fischer, Emmie N Upners, Alexander S Busch, Katharina M Main, Anna-Maria Andersson, Casper P Hagen, and Anders Juul
The ratio between luteinizing hormone (LH) and follicle-stimulating hormone (FSH) has previously been described as an excellent marker of sex in healthy infants. However, LH/FSH remains not fully described in patients with differences of sex development (DSD). The aim was therefore to describe LH/FSH in infants with DSD. This was a retrospective study of DSD patients, all aged 0–1.2 years. In total, 87 infants with DSD and at least one serum sample per infant were included. Longitudinal samples from single patients were included whenever possible. Serum LH/FSH ratios in these patients were plotted against recently published age-related and sex-dimorphic cutoffs. Overall, LH/FSH sometimes corresponded to assigned sex without any obvious pattern in terms of diagnoses. LH/FSH corresponded to the biological sex in all patients with Turner or Klinefelter syndrome. In patients with 46,XX or 46,XY DSD (except congenital adrenal hyperplasia (CAH)), the ratios did not correspond to the assigned sex in all cases and were interchangeably within the male and female range. In patients with CAH, the ratio corresponded to biological sex (based on sex chromosomes) in some cases but also ranged across the cutoffs. In the 15 patients with 45,X/46,XY mosaicism, the LH/FSH ratios corresponded to the assigned sex in all cases (12 were raised as males, 3 as females) and at all time points in cases with multiple sampling. While this study describes LH/FSH in infants with DSD, the exact clinical role of the ratio in the management of these patients remains to be further elucidated.
Christos Tsatsanis, Angel Elenkov, Irene Leijonhufvud, Katerina Vaporidi, Åsa Tivesten, and Aleksander Giwercman
Background
The risk of inflammatory diseases is sex-dependent, but it remains unknown whether this is due to the impact of sex hormones or sex chromosomes. Transgender individuals represent a unique cohort for studying the relative influence of endocrine and chromosomal factors. Here we compared serum levels of B-cell activating-factor (BAFF) and tumor necrosis factor (TNF) in transgender men (TM), transgender women (TW), cisgender women (CW) and cisgender men (CM).
Methods
BAFF and TNF were measured in the serum of 26 CW, 30 CM, 27 TM and 16 TW individuals. To determine the responsiveness of immune cells, TNF was measured in bacterial lipopolysaccharide (LPS)-treated peripheral leukocytes.
Results
BAFF was higher in CF (998 pg/mL) and TW (973 pg/mL) compared to CM (551 pg/mL) (P < 0.0001) and TM (726 pg/mL) (P < 0.0001). No difference in BAFF levels was shown between subjects grouped according to the number of X chromosomes. TNF was higher in CM (174 pg/mL) than TW (2.3 pg/mL) (P = 0.027) and TM (27.4 pg/mL) (P = 0.028). LPS-induced TNF was higher in CM (2524 pg/mL) and TM (2078 pg/mL) than in CW (1332 pg/mL) (both P < 0.0001) and TW (1602 pg/mL) (both P = 0.009).
Discussion
Sex hormones and sex chromosomes have different impacts on cytokines involved in the sex-dependent inflammatory response. The concentration of BAFF and LPS-stimulated TNF secretion depended on sex hormone levels, whereas basal TNF was regulated by both sex hormone-dependent and -independent factors.
Mette Faurholdt Gude, Rikke Hjortebjerg, Mette Bjerre, Morten Haaning Charles, Daniel R Witte, Annelli Sandbæk, and Jan Frystyk
Objective
Physiologically, pregnancy-associated plasma protein-A (PAPP-A) serves to liberate bound IGF1 by enzymatic cleavage of IGF-binding proteins (IGFBPs), IGFBP4 in particular. Clinically, PAPP-A has been linked to cardiovascular disease (CVD). Stanniocalcin-2 (STC2) is a natural inhibitor of PAPP-A enzymatic activity, but its association with CVD is unsettled. Therefore, we examined associations between the STC2–PAPP-A–IGFBP4–IGF1 axis and all-cause mortality and CVD in patients with type 2 diabetes (T2D).
Design
We followed 1284 participants with T2D from the ADDITION trial for 5 years.
Methods
Circulating concentrations of STC2, PAPP-A, total and intact IGFBP4 and IGF1 and -2 were measured at inclusion. End-points were all-cause mortality and a composite CVD event: death from CVD, myocardial infarction, stroke, revascularisation or amputation. Survival analysis was performed by Cox proportional hazards model.
Results
During follow-up, 179 subjects presented with an event. After multivariable adjustment, higher levels of STC2, PAPP-A, as well as intact and total IGFBP4, were associated with all-cause mortality; STC2: hazard ratio (HR) = 1.84 (1.09–3.12) (95% CI); P = 0.023, PAPP-A: HR = 2.81 (1.98–3.98); P < 0.001, intact IGFBP4: HR = 1.43 (1.11–1.85); P = 0.006 and total IGFBP4: HR = 3.06 (1.91–4.91); P < 0.001. Higher PAPP-A levels were also associated with CVD events: HR = 1.74 (1.16–2.62); P = 0.008, whereas lower IGF1 levels were associated with all-cause mortality: HR = 0.51 (0.34–0.76); P = 0.001.
Conclusions
This study supports that PAPP-A promotes CVD and increases mortality. However, STC2 is also associated with mortality. Given that STC2 inhibits the enzymatic effects of PAPP-A, we speculate that STC2 either serves to counteract harmful PAPP-A actions or possesses effects independently of the PAPP-A–IGF1 axis.
Significance statement
PAPP-A has pro-atherosclerotic effects and exerts these most likely through IGF1. IGF1 is regulated by the STC2–PAPP-A–IGFBP4–IGF1 axis, where STC2, an irreversible inhibitor of PAPP-A, has been shown to reduce the development of atherosclerotic lesions in mice. We examined the association of this axis to mortality and CVD in T2D. We demonstrated an association between PAPP-A and CVD. All components of the STC2–PAPP-A–IGFBP4–IGF1 axis were associated with mortality and it is novel that STC2 was associated with mortality in T2D. Our study supports that inhibition of PAPP-A may be a new approach to reducing mortality and CVD. Whether modification of STC2 could serve as potential intervention warrants further investigation.
Qian Yang, Wencai Ke, Fanfan Pan, Xinmei Huang, Jun Liu, and Bingbing Zha
Objective
Neutropenia is a complication of Graves' disease (GD), but there is currently no means by which to predict its occurrence. This study aimed to investigate the risk factors for the development of neutropenia in untreated GD.
Methods
This was a retrospective cohort study. Between January 1, 2010, and July 31, 2020, 1000 patients with new-onset or relapsing GD without treatment were enrolled in the study and divided into two groups: neutropenia group (neutrophil count < 2 × 109/L) and non-neutropenia group (neutrophil count ≥ 2 × 109/L). Clinical characteristics of subjects were compared between the two groups, and logistic regression analysis was applied to determine risk factors for neutropenia. To further explore the correlation of radioactive iodine uptake (RAIU) with neutropenia, subjects were first classified according to quartile of 3 h RAIU and 24 h RAIU prior to logistic regression analysis.
Results
Of all patients recruited, 293 (29.6%) were diagnosed with neutropenia. Compared with non-neutropenic patients, those with neutropenia had a higher level of free thyroxine (FT4) (56.64 ± 31.80 vs 47.64 ± 39.64, P = 0.001), 3 h RAIU (55.64 ± 17.04 vs 49.80 ± 17.21, P < 0.001) and 24 h RAIU (67.38 ± 12.54 vs 64.38 ± 13.58, P < 0.001). Univariate logistic regression analysis revealed that FT4, 3 h RAIU, 24 h RAIU, creatinine, and low-density lipoprotein were risk factors for development of neutropenia in GD. After adjusting for confounding factors of age, BMI, and sex, we determined that 3 h RAIU and 24 h RAIU (Model 1: OR = 1.021, 95% CI: 1.008–1.033, P = 0.001; Model 2: OR = 1.023, 95% CI: 1.007–1.039, P = 0.004), but not FT4, were associated with the development of neutropenia.
Conclusions
RAIU is associated with neutropenia in patients with untreated GD.
Brijesh Krishnappa, Ravikumar Shah, Saba Samad Memon, Chakra Diwaker, Anurag R Lila, Virendra A Patil, Nalini S Shah, and Tushar R Bandgar
Objectives
High-dose glucocorticoids are associated with improved recovery of deficits in primary autoimmune hypophysitis (PAH), but optimal dosing, route, and duration are unclear.
Design
We reviewed literature for first-line glucocorticoid treatment in PAH until December 2021 and performed an individual patient data meta-analysis to analyze clinical, hormonal, and radiological outcomes with respect to route, dose, and duration (<6.5 vs 6.5–12 vs >12 weeks) of glucocorticoid treatment according to disease severity.
Results
A total of 153 PAH patients from 83 publications were included. The median age at presentation was 41 (32.5–48) years with a female preponderance (70.3%). Visual field recovery was significantly better with i.v. (91.7%) as compared to oral (54.5%) route and high dose (100%) and very high dose (90.9%) as compared to medium dose (20%) of glucocorticoids. Corticotroph axis recovery was greater in i.v. (54.8% vs 28.1% oral, P = 0.033) route and increasing glucocorticoid dose group (0% vs 38.1% vs 57.1%), attaining statistical significance (P = 0.012) with very high-dose. A longer duration of treatment (>6.5 weeks) was associated with better corticotroph and thyrotroph recovery. The need for rescue therapy was lower with i.v. route (38% vs 17.5%, P = 0.012) and with increasing glucocorticoid doses (53.3% vs 34.3% vs 17.3%, P = 0.016). In severe disease, visual field and corticotroph axis recovery were significantly higher with i.v. route and very high-dose steroids. The adverse effects of glucocorticoids were independent of dose and duration of treatment.
Conclusions
Very high-dose glucocorticoids by i.v. route and cumulative longer duration (>6.5 weeks) lead to better outcomes and could be considered as first-line treatment of severe PAH cases.
Mette Marie Baunsgaard, Anne Sophie Lind Helligsoe, Louise Tram Henriksen, Torben Stamm Mikkelsen, Michael Callesen, Britta Weber, Henrik Hasle, and Niels Birkebæk
Objective
Growth hormone deficiency (GHD) is the most common endocrine late effect in irradiated survivors of childhood brain tumors. This study aimed to determine the prevalence of GHD in adults treated with proton or photon irradiation for a brain tumor in childhood and to detect undiagnosed GHD.
Design
This study is a cross-sectional study.
Methods
We investigated GHD in 5-year survivors from two health regions in Denmark treated for childhood brain tumors with cranial or craniospinal irradiation in the period 1997–2015. Medical charts were reviewed for endocrinological and other health data. Survivors without a growth hormone (GH) test at final height were invited to a GH stimulation test.
Results
Totally 41 (22 females) survivors with a median age of 21.7 years (range: 15.1–33.8 years) at follow-up and 14.8 years (range: 5.1–23.4 years) since diagnosis were included; 11 were treated with proton and 30 with photon irradiation; 18 of 21 survivors were previously found to have GHD; 16 of 20 survivors with no GH test at final height were tested, 8 (50 %) had GHD. In total, 26 of 41 patients (63%) had GHD. Insulin-like growth factor-1 (IGF-1) is associated poorly with the insulin tolerance test (ITT).
Conclusion
This study identified a high prevalence of undiagnosed GHD in survivors with no GH test at final height. The results stress the importance of screening for GHD at final height in survivors of childhood brain tumors with prior exposure to cranial irradiation, irrespective of radiation modality and IGF-1.
Significance statement
This cross-sectional study reports a prevalence of 63% of GHD in irradiated childhood brain tumor survivors. Furthermore, the study identified a considerable number of long-term survivors without a GH test at final height, of whom, 50% subsequently were shown to have undiagnosed GHD. Additionally, this study confirmed that a normal serum IGF-1 measurement cannot exclude the diagnosis of GHD in irradiated survivors. This illustrates the need for improvements in the diagnostic approach to GHD after reaching final height in childhood brain tumor survivors at risk of GHD. In summary, our study stresses the need for GHD testing in all adult survivors treated with cranial irradiation for a brain tumor in childhood irrespective of radiation modality.
Savi R Shishkov, Luigi Tuccillo, Violeta M Iotova, Rosario Pivonello, Iris CM Pelsma, Alberto M Pereira, Nienke R Biermasz, and
Rare endocrine conditions present specific diagnostic and management challenges for healthcare providers, one of which is the understudied transition of care. Despite the need for guidance regarding transition, consensus on structured and protocolled approaches is lacking. Therefore, we aimed to map the current clinical practice and identify unmet needs regarding transition of care for patients with pituitary disease in the reference centers (RCs) of the European Reference Network on Rare Endocrine Conditions (Endo-ERN). A survey-based, cross-sectional study using the EU Survey tool was performed and completed by 46 physicians (n) from 30 RCs (N). Transition is a common practice among RCs (n = 44/46), usually accomplished by a multidisciplinary team meeting (N = 20/30). Criteria for start and end of transition were defined in half of the RCs, with 16.7% of centers providing dissimilar answers. Transition readiness was assessed by >75% of the RCs, mostly by unvalidated means (e.g. subjective opinions, informal consultations). Pituitary-specific transition assessment tool was applied in one RC only. Transition protocols were present in only 9% of RCs, while in many RCs, transition decisions were taken in combined adult-pediatric meetings or based on clinicians’ personal judgment. A minority of physicians evaluated the effectiveness of transition-related interventions (n = 11/46) or medical outcomes (n = 8/46). Patient-reported outcome measures were infrequently used (n = 4/46). Identified unmet needs included the development of guidelines (n = 5/46) and EU-wide approach (n = 2/46). This study exemplifies the unmet needs for a structural definition of the transition period and transition management for patients with rare hypothalamic and pituitary conditions from healthcare providers’ perspective.
Sophie-Charlotte Drogge, Mirjam Frank, Carolin Girschik, Karl-Heinz Jöckel, Dagmar Führer-Sakel, and Börge Schmidt
Objective
Thyroid-stimulating hormone (TSH) is influenced by genetic and environmental factors such as socioeconomic position (SEP). However, interactions between TSH-related genetic factors and indicators of SEP have not been investigated to date. The aim of the study was to determine whether education and income as SEP indicators may interact with TSH-related genetic effect allele sum scores (GESTSH_2013 and GESTSH_2020) based on two different GWAS meta-analyses that affect TSH values in a population-based study.
Methods
In 4085 participants of the Heinz Nixdorf Recall Study associations between SEP indicators, GESTSH and TSH were quantified using sex- and age-adjusted linear regression models. Interactions between SEP indicators and GESTSH were assessed by GESTSH × SEP interaction terms, single reference joint effects and calculating genetic effects stratified by SEP group.
Results
Participants within the highest education group showed the strongest genetic effect with on average 1.109-fold (95% CI: 1.067–1.155) higher TSH values per GESTSH_2013 SD, while in the lowest education group, the genetic effect was less strong (1.061-fold (95% CI: 1.022–1.103)). In linear regression models including interaction terms, some weak indication for a positive GESTSH_2013 by education interaction was observed showing an interaction effect size estimate of 1.005 (95% CI: 1.000–1.010) per year of education and GESTSH_2013 SD. No indication for interaction was observed for using income as SEP indicator. Using the GESTSH_2020, similar results were observed.
Conclusion
Our results gave some indication that education may affect the expression of TSH-related genetic effects. Stronger genetic effects in high-education groups may be explained by environmental factors that have an impact on gene expression and are more prevalent in high SEP groups.
