1
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Garmes HM. Special features on insulin resistance, metabolic syndrome and vascular complications in hypopituitary patients. Rev Endocr Metab Disord 2024; 25:489-504. [PMID: 38270844 DOI: 10.1007/s11154-023-09872-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/28/2023] [Indexed: 01/26/2024]
Abstract
Pituitary hormone deficiency, hypopituitarism, is a dysfunction resulting from numerous etiologies, which can be complete or partial, and is therefore heterogeneous. This heterogeneity makes it difficult to interpret the results of scientific studies with these patients.Adequate treatment of etiologies and up-to-date hormone replacement have improved morbidity and mortality rates in patients with hypopituitarism. As GH replacement is not performed in a reasonable proportion of patients, especially in some countries, it is essential to understand the known consequences of GH replacement in each subgroup of patients with this heterogeneous dysfunction.In this review on hypopituitarism, we will address some particularities regarding insulin resistance, which is no longer common in these patients with hormone replacement therapy based on current guidelines, metabolic syndrome and its relationship with changes in BMI and body composition, and to vascular complications that need to be prevented taking into account the individual characteristics of each case to reduce mortality rates in these patients.
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Affiliation(s)
- Heraldo M Garmes
- Endocrinology Division, Department of Clinical Medicine, Faculdade de Ciências Médicas, Departamento de Clínica Médica, Disciplina de Endocrinologia, Universidade Estadual de Campinas. Rua Tessália Vieira de Camargo, 126, Barão Geraldo, CEP 13083-887, Campinas, São Paulo, Brasil.
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2
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van Schaik J, Kormelink E, Kabak E, van Dalen EC, Schouten-van Meeteren AYN, de Vos-Kerkhof E, Bakker B, Fiocco M, Hoving EW, Tissing WJE, van Santen HM. Safety of Growth Hormone Replacement Therapy in Childhood-Onset Craniopharyngioma: A Systematic Review and Cohort Study. Neuroendocrinology 2023; 113:987-1007. [PMID: 37231961 DOI: 10.1159/000531226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 05/17/2023] [Indexed: 05/27/2023]
Abstract
INTRODUCTION Survival of childhood-onset craniopharyngioma (cCP) is excellent; however, many survivors suffer from hypothalamic-pituitary dysfunction. Growth hormone replacement therapy (GHRT) is of high importance for linear growth and metabolic outcome. Optimal timing for initiation of GHRT in cCP is on debate because of concerns regarding tumor progression or recurrence. METHODS A systematic review and cohort studys were performed for the effect and timing of GHRT on overall mortality, tumor progression/recurrence, and secondary tumors in cCP. Within the cohort, cCP receiving GHRT ≤1 year after diagnosis were compared to those receiving GHRT >1 year after diagnosis. RESULTS Evidence of 18 included studies, reporting on 6,603 cCP with GHRT, suggests that GHRT does not increase the risk for overall mortality, progression, or recurrent disease. One study evaluated timing of GHRT and progression/recurrence-free survival and found no increased risk with earlier initiation. One study reported a higher than expected prevalence of secondary intracranial tumors compared to a healthy population, possibly confounded by radiotherapy. In our cohort, 75 of 87 cCP (86.2%) received GHRT for median of 4.9 years [0.0-17.1]. No effect of timing of GHRT was found on mortality, progression/recurrence-free survival, or secondary tumors. CONCLUSION Although the quality of the evidence is low, the available evidence suggests no effect of GHRT or its timing on mortality, tumor progression/recurrence, or secondary neoplasms in cCP. These results support early initiation of GHRT in cCP aiming to optimize linear growth and metabolic outcome. Prospective studies are needed to increase the level of evidence upon the optimal timing to start GHRT in cCP patients.
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Affiliation(s)
- Jiska van Schaik
- Division of Pediatric Endocrinology, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht, The Netherlands
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Eline Kormelink
- Division of Pediatric Endocrinology, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Eda Kabak
- Division of Pediatric Endocrinology, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | | | | | - Boudewijn Bakker
- Division of Pediatric Endocrinology, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht, The Netherlands
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Marta Fiocco
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Institute of Mathematics, Leiden University, Leiden, The Netherlands
| | - Eelco W Hoving
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Wim J E Tissing
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Department of Pediatric Oncology/Hematology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Hanneke M van Santen
- Division of Pediatric Endocrinology, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht, The Netherlands
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
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3
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Mitra MT, Jönsson P, Åkerblad AC, Clayton P, Kołtowska-Häggström M, Korbonits M, Toogood A, Gleeson H. Social, educational and vocational outcomes in patients with childhood-onset and young-adult-onset growth hormone deficiency. Clin Endocrinol (Oxf) 2017; 86:526-533. [PMID: 27978600 DOI: 10.1111/cen.13291] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Revised: 11/09/2016] [Accepted: 12/08/2016] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Hypopituitarism diagnosed in childhood, adolescence and young adulthood has the potential to affect growth and somatic development. Less is known about the impact of such a diagnosis on other aspects of development. DESIGN An analysis of the KIMS database (Pfizer International Metabolic Database) was performed to explore social, educational and vocational outcomes of adult patients diagnosed in childhood, adolescence and young adulthood compared with adult-onset controls. PATIENTS A total of 2952 adult patients diagnosed with hypothalamic pituitary conditions before the age of 25 were divided into two groups: childhood-onset [<16 years (CO)] (n = 1782) and young-adult-onset [16 to <25 years (YAO)] (n = 1170). A total of 1617 adult patients diagnosed with a nonfunctioning pituitary adenoma at the age of 25 or older formed the adult-onset control group (AO). MEASUREMENTS KIMS Patient Life Situation Form which provided information on social, educational and vocational outcomes. RESULTS Compared with the AO control group, CO and YAO patients were between 4·5 and 8·0 times more likely to live with their parents in adulthood; CO and YAO patients were also less likely to live in partnership and to have children. The impact on educational and vocational outcomes was less marked than on social outcomes with no significant differences compared with the AO control group. Educational and vocational outcomes showed the lowest level in male and female CO and YAO patients who had been previously diagnosed with a brain tumour. CONCLUSIONS Social outcomes were more affected than educational and vocational outcomes. Although CO patients are more adversely affected, YAO patients were also failing to achieve social milestones. This has consequences for the delivery of endocrine care in both paediatric and adult services.
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Affiliation(s)
- M Tanya Mitra
- Evelina London Children's Hospital, Guys and St Thomas' NHS Foundation Trust, London, UK
| | | | | | - Peter Clayton
- Manchester Academic Health Sciences Centre, Royal Manchester Children's Hospital, Manchester, UK
| | | | - Márta Korbonits
- Barts and the London School of Medicine, Queen Mary University of London, London, UK
| | - Andy Toogood
- Department of Endocrinology, Queen Elizabeth Hospital Birmingham, Birmingham, UK
| | - Helena Gleeson
- Department of Endocrinology, Queen Elizabeth Hospital Birmingham, Birmingham, UK
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Berglund A, Olsen M, Andersen M, Nielsen EH, Feldt-Rasmussen U, Kistorp C, Gravholt CH, Stochhholm K. Evaluation of ICD-10 algorithms to identify hypopituitary patients in the Danish National Patient Registry. Clin Epidemiol 2017; 9:75-82. [PMID: 28223847 PMCID: PMC5308475 DOI: 10.2147/clep.s124340] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Objective Routinely collected health data may be valuable sources for conducting research. This study aimed to evaluate the validity of algorithms detecting hypopituitary patients in the Danish National Patient Registry (DNPR) using medical records as reference standard. Study design and setting Patients with International Classification of Diseases (10th edition [ICD-10]) diagnoses of hypopituitarism, or other diagnoses of pituitary disorders assumed to be associated with an increased risk of hypopituitarism, recorded in the DNPR during 2000–2012 were identified. Medical records were reviewed to confirm or disprove hypopituitarism. Results Hypopituitarism was confirmed in 911 patients. In a candidate population of 1,661, this yielded an overall positive predictive value (PPV) of 54.8% (95% confidence interval [CI]: 52.4–57.3). Using algorithms searching for patients recorded at least one, three or five times with a diagnosis of hypopituitarism (E23.0x) and/or at least once with a diagnosis of postprocedural hypopituitarism (E89.3x), PPVs gradually increased from 73.3% (95% CI: 70.6–75.8) to 83.3% (95% CI: 80.7–85.7). Completeness for the same algorithms, however, decreased from 90.8% (95% CI: 88.7–92.6) to 82.9% (95% CI: 80.3–85.3) respectively. Including data of hormone replacement in the same algorithms PPVs increased from 73.2% (95% CI: 70.6–75.7) to 82.6% (95% CI: 80.1–84.9) and completeness decreased from 94.3% (95% CI: 92.6–95.7) to 89.7% (95% CI: 87.5–91.6) with increasing records of E23.0x. Conclusion The DNPR is a valuable data source to identify hypopituitary patients using a search criteria of at least five records of E23.0x and/or at least one record of E89.3x. Completeness is increased when including hormone replacement data in the algorithm. The consequences of misclassification must, however, always be considered.
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Affiliation(s)
| | - Morten Olsen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus
| | | | | | | | | | | | - Kirstine Stochhholm
- Department of Endocrinology and Internal Medicine; Department of Pediatrics, Center of Rare Diseases, Aarhus University Hospital, Aarhus, Denmark
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Berglund A, Gravholt CH, Olsen MS, Christiansen JS, Stochholm K. Growth hormone replacement does not increase mortality in patients with childhood-onset growth hormone deficiency. Clin Endocrinol (Oxf) 2015; 83:677-83. [PMID: 26147754 DOI: 10.1111/cen.12848] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2015] [Revised: 06/09/2015] [Accepted: 07/01/2015] [Indexed: 11/29/2022]
Abstract
CONTEXT Long-term safety of growth hormone (GH) treatment is an area of much debate. Studies including children treated with GH not only due to GHD, but also due to non-GHD causes like idiopathic short stature or like short stature in children born small for gestational age have suggested that GH treatment is associated with increased mortality or stroke. OBJECTIVE To study the impact of GH replacement on overall and cause-specific mortality in childhood-onset GHD (CO GHD) patients. DESIGN A nationwide population-based registry study on patients with CO GHD and general population controls matched on age and gender. Mortality hazard ratios (HRs) were computed comparing patients and controls, and comparing GH-replaced patients and non-GH-replaced patients, using Cox regression. Comparing GH- and non-GH-replaced patients HRs were adjusted for birth year, year of diagnosis, gender, irradiation, ACTH insufficiency and primary disease. PATIENTS AND CONTROLS A total of 494 patients with CO GHD each matched with 100 general population controls were included. RESULTS Mortality was substantially increased comparing patients with CO GHD and general population controls, HR = 7·51 (95% CI = 6·06-9·31). Comparing GH-replaced patients with non-GH-replaced patients mortality was significantly decreased in total (HR = 0·27, CI = 0·17-0·43) and due to malignancy (HR = 0·14, CI = 0·07-0·28) in GH-replaced patients. Adjusting for relevant confounders, this decrease remained significant both in total (HR = 0·56, CI = 0·32-0·96) and due to malignancy (HR = 0·33, CI = 0·16-0·69). Overall and cause-specific mortality was increased in both GH-replaced and non-GH-replaced patients compared to general population controls, but mortality was generally highest in non-GH-replaced patients. CONCLUSION The present data from a national cohort of patients with CO GHD do not support the suggestion that GH replacement is associated with increased mortality.
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Affiliation(s)
- Agnethe Berglund
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Denmark
| | - Claus Højbjerg Gravholt
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Denmark
- Department of Molecular Medicine, Aarhus University Hospital, Denmark
| | | | | | - Kirstine Stochholm
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Denmark
- Department of Pediatrics, Center of Rare Diseases, Aarhus University Hospital, Denmark
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Mo D, Hardin DS, Erfurth EM, Melmed S. Adult mortality or morbidity is not increased in childhood-onset growth hormone deficient patients who received pediatric GH treatment: an analysis of the Hypopituitary Control and Complications Study (HypoCCS). Pituitary 2014; 17:477-85. [PMID: 24122237 PMCID: PMC4159575 DOI: 10.1007/s11102-013-0529-6] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND The French Safety and Appropriateness of Growth Hormone treatments in Europe (SAGhE) cohort has raised concern of increased mortality risk during follow-up into adulthood in certain patients who had received growth hormone (GH) treatment during childhood. The Hypopituitary Control and Complications Study monitored mortality and morbidity of adult GH-deficient patients including those with childhood-onset GH deficiency (COGHD) who received GH treatment as children. PURPOSE Evaluate risk of mortality, cancer, myocardial infarction (MI) and stroke in a prospective observational study. METHODS COGHD patients [n = 1,204, including 389 diagnosed with idiopathic COGHD (ICOGHD)] had received pediatric GH treatment. Standardized mortality ratios (SMRs), and cancer standardized incidence ratios (SIRs) in patients without a prior cancer were estimated relative to reference populations. Crude incidence rates were estimated for MI and stroke. RESULTS No increased mortality or cancer incidence was observed, as compared with reference populations, during a follow-up of 3.7 ± 3.3 years (mean ± SD). The overall SMR for COGHD was 1.14 [95 % confidence interval (CI) 0.55-2.10], and for ICOGHD, 0.33 (0.01-1.84). The overall cancer SIR for COGHD was 0.27 (0.01-1.50), and for ICOGHD, 0.00 (0.00-2.45). No incident case of MI was reported. The crude stroke incidence rate [181.3 per 100,000 person-years] in COGHD patients was consistent with the rates reported in reference populations. No incident case of stroke was identified in ICOGHD patients who are presumed to have no increased stroke risk factors. CONCLUSIONS The results indicate no increased risk of mortality or incidence of cancer, stroke, or MI in adult GH-deficient patients who had previously received pediatric GH treatment.
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Affiliation(s)
- Daojun Mo
- Lilly Research Laboratories, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN 46285 USA
| | - Dana Sue Hardin
- Lilly Research Laboratories, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN 46285 USA
| | - Eva Marie Erfurth
- Department of Endocrinology, Skånes University Hospital, Lund, Sweden
| | - Shlomo Melmed
- Pituitary Center, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA USA
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7
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Deodati A, Ferroli BB, Cianfarani S. Association between growth hormone therapy and mortality, cancer and cardiovascular risk: systematic review and meta-analysis. Growth Horm IGF Res 2014; 24:105-111. [PMID: 24818783 DOI: 10.1016/j.ghir.2014.02.001] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2014] [Accepted: 02/23/2014] [Indexed: 01/26/2023]
Abstract
OBJECTIVE The potential involvement of growth hormone therapy in tumor promotion and progression has been of concern for several decades. Our aim was to assess systematically the association between growth hormone therapy and all-cause, cancer and cardiovascular mortality, cancer morbidity and risk of second neoplasm mainly in patients treated during childhood and adolescence. DESIGN A systematic review of all articles published until September 2013 was carried out. The primary efficacy outcome measures were the all-cause, cancer and cardiovascular standardized mortality ratios (SMR). The secondary efficacy outcome measures were the standardized incidence ratio (SIR) for cancer and the relative risk (RR) for second neoplasms. The global effect size was calculated by pooling the data. When the effect size was significant in a fixed model we repeated the analyses using a random model. RESULTS The overall all-cause SMR was 1.19 (95% CI 1.08-1.32, p<0.001). Malignancy and cardiovascular SMRs were not significantly increased. Both the overall cancer SIR 2.74 (95% CI 1.18-5.41), and RR for second neoplasms 1.99 (95% CI 1.28-3.08, p=0.002), were significantly increased. CONCLUSION The results of this meta-analysis may raise concern on the long-term safety of GH treatment. However, several confounders and biases may affect the analysis. Independent, long-term, well-designed studies are needed to properly address the issue of GH therapy safety.
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Affiliation(s)
- Annalisa Deodati
- D.P.U.O. "Bambino Gesù" Children's Hospital - "Tor Vergata" University, Rome, Italy
| | | | - Stefano Cianfarani
- D.P.U.O. "Bambino Gesù" Children's Hospital - "Tor Vergata" University, Rome, Italy; Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden.
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8
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van Bunderen CC, van Varsseveld NC, Erfurth EM, Ket JCF, Drent ML. Efficacy and safety of growth hormone treatment in adults with growth hormone deficiency: a systematic review of studies on morbidity. Clin Endocrinol (Oxf) 2014; 81:1-14. [PMID: 24750271 DOI: 10.1111/cen.12477] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2014] [Revised: 03/19/2014] [Accepted: 04/15/2014] [Indexed: 11/27/2022]
Abstract
Due to the positive effects demonstrated in randomized clinical trials on cardiovascular surrogate markers and bone metabolism, a positive effect of growth hormone (GH) treatment on clinically relevant end-points seems feasible. In this review, we discuss the long-term efficacy and safety of GH treatment in adult patients with growth hormone deficiency (GHD) with emphasis on morbidity: fatal and nonfatal cardiovascular disease (CVD) and stroke, fractures, fatal and nonfatal malignancies and recurrences, and diabetes mellitus. A positive effect of GH treatment on CVD and fracture risk could be concluded, but study design limitations have to be considered. Stroke and secondary brain tumours remained more prevalent. However, other contributing factors have to be taken into account. Regrowth and recurrences of (peri)pituitary tumours were not increased in patients with GH treatment compared to similar patients without GH treatment. All fatal and nonfatal malignancies were not more prevalent in GH-treated adults compared to the general population. However, follow-up time is still relatively short. The studies on diabetes are difficult to interpret, and more evidence is awaited. In clinical practice, a more individualized assessment seems appropriate, taking into consideration the underlying diagnosis of GHD, other treatment regimens, metabolic profile and the additional beneficial effects of GH set against the possible risks. Large and thoroughly conducted observational studies are needed and seem the only feasible way to inform the ongoing debate on health care costs, drug safety and clinical outcomes.
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Affiliation(s)
- Christa C van Bunderen
- Section of Endocrinology, Department of Internal Medicine, Neuroscience Campus Amsterdam, VU University Medical Center, Amsterdam, The Netherlands
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Braverman E, Oscar-Berman M, Lohmann R, Kennedy R, Kerner M, Dushaj K, Blum K. Low and Normal IGF-1 Levels in Patients with Chronic Medical Disorders (CMD) is Independent of Anterior Pituitary Hormone Deficiencies: Implications for Treating IGF-1 Abnormal Deficiencies with CMD. JOURNAL OF GENETIC SYNDROMES & GENE THERAPY 2013; 4:1000123. [PMID: 23616929 PMCID: PMC3632344 DOI: 10.4172/2157-7412.1000123] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Over time, based on evidence-based medicine, a number of hormonal test levels including IGF-1 had been raised or lowered to meet new criteria standards. In particular, IGF-1 plasma levels have been shown in several studies to be an independent diagnostic tool in Adult Growth Hormone Deficiency (AGHD). Many endocrinology studies link low IGF-1 plasma levels with low levels of other anterior pituitary hormones (i.e., LH, FSH, and TSH). Low IGF-1 is considered by most to be between 84-100 µ/l and numerous studies recommend that raising IGF-1 to high normal range reverses Chronic Medical Diseases (CMD), improves bone mineral density (BMD), and fibromyalgia. Moreover, some studies suggest that low levels of IGF-1 by itself independent of anterior pituitary deficiencies is sufficient to determine AGHD in humans. In order to determine the relationship of low IGF-1 with that of LH, FSH, and TSH levels in subjects with CMD, we evaluated these levels (± SD) in 944 patients. Patients with IGF-1 below 84 µ/l, 100 µ/l, and 150 µ/l were accessed. 9.22% had less than 84 µ/l (SD ± 12.52); 19.9% had less than 100 µ/l (SD ± 9.54); and 51.6 had less than 150 µ/l (SD ± 26.0). Specifically, the percentages found for low LH, FSH, and TSH were only 4.2%, 4.8%, and 6.5%. We conclude that IGF-1 deficiencies occur independent of comorbid deficiencies of LH, FSH, and TSH. Finally, we propose that based on the present investigation, IGF-1 low levels between the range of 84-100 µ/l may be too low to be considered as an independent diagnostic marker to treat AGHD with CMD.
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Affiliation(s)
- E Braverman
- Department of Psychiatry and McKnight Brain Institute, University of Florida College of Medicine, Gainesville, Florida, 32610, USA
- Department of Clinical Neurology, Path Foundation NY, 10010, USA
| | - M Oscar-Berman
- Department of Psychiatry, Neurology, and Anatomy and Neurology, Boston University School of Medicine and Veterans Affairs Medical Center, Boston, Massachusetts, 02130 USA
| | - R Lohmann
- Department of Clinical Neurology, Path Foundation NY, 10010, USA
| | - R Kennedy
- Department of Clinical Neurology, Path Foundation NY, 10010, USA
| | - M Kerner
- Department of Clinical Neurology, Path Foundation NY, 10010, USA
| | - K Dushaj
- Department of Clinical Neurology, Path Foundation NY, 10010, USA
| | - K Blum
- Department of Psychiatry and McKnight Brain Institute, University of Florida College of Medicine, Gainesville, Florida, 32610, USA
- Department of Clinical Neurology, Path Foundation NY, 10010, USA
- Global Integrated Services Unit University of Vermont Center for Clinical and Translational Science, College of Medicine, Burlington, Vermont, 05405, USA
- Dominion Diagnostics, LLC, North Kingstown, Rhode Island, 02852, USA
- Center for Genomics and Applied Gene Technology, Institute of Integrative Omics and Applied Biotechnology (IIOAB), Nonakuri, Purbe Medinpur, West Bengal, 721172, India
- Department of Clinical Medicine, G and G Healthcare Services, LLC, North Miami Beach, Florida, 33162, USA
- Department of Addiction Research & Therapy, Malibu Beach Recovery Center, Malibu beach California, 90265, USA
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