Abstract
Purpose
Acromegaly is a rare neuroendocrine condition that can lead to significant morbidity. Despite China’s vast population size, studies on acromegaly remain sparse. This study aimed to investigate the clinical characteristics and predictors of biochemical remission after surgery for acromegaly using the China Acromegaly Patient Association (CAPA) database.
Methods
A retrospective nationwide study was conducted using patient-reported data from CAPA database between 1998 and 2018. The principal component analysis (PCA) and logistic regression analysis were employed to determine independent predictors of biochemical remission at 3 months in patients after surgery.
Results
Of the 546 surgical cases (mean age: 36.8 years; 59.5% females), macroadenomas and invasive tumors (Knosp score 3–4) were 83.9% and 64.1%, respectively. Ninety-five percent of patients were treated with endonasal surgery and 36.8% exhibited biochemical remission at 3-months postoperatively. The following independent predictors of biochemical remission were identified: preoperative growth hormone (GH) levels between 12 and 28 μg/L [odds ratio (OR) = 0.58; 95% confidence interval (CI), 0.37–0.92; p = 0.021], preoperative GH levels > 28 μg/L (OR = 0.55; 95% CI, 0.34–0.88; p = 0.013), macroadenoma (OR = 0.56; 95% CI, 0.32–0.96; p = 0.034), giant adenomas (OR = 0.14; 95% CI, 0.05–0.38; p < 0.001), Knosp score 3–4 (OR = 0.37; 95% CI, 0.24–0.57; p < 0.001), and preoperative medication usage (OR = 2.32; 95% CI, 1.46–3.70; p < 0.001).
Conclusions
In this nationwide study spanning over two decades, we highlight that higher preoperative GH levels, large tumor size, and greater extent of tumor invasiveness are associated with a lower likelihood of biochemical remission at 3-months after surgery, while preoperative medical therapy increases the chance of remission.
Similar content being viewed by others
Data availability
To protect the privacy of our patients and due to ethical concerns, only the anonymized data not presented in this article will be made available upon request to any qualified investigators.
References
Katznelson L, Laws ER, Melmed S et al (2014) Acromegaly: An Endocrine Society Clinical Practice Guideline. J Clin Endocrinol Metab 99:3933–3951. https://doi.org/10.1210/jc.2014-2700
Colao A, Grasso LFS, Giustina A et al (2019) Acromegaly. Nat Rev Dis Primers. https://doi.org/10.1038/s41572-019-0071-6
Cook DM, Ezzat S, Katznelson L et al (2004) AACE Medical Guidelines for Clinical Practice for the diagnosis and treatment of acromegaly. Endocr Pract 10:213–225. https://doi.org/10.4158/EP.10.3.213
Abreu A, Tovar AP, Castellanos R et al (2016) Challenges in the diagnosis and management of acromegaly: a focus on comorbidities. Pituitary 19:448–457. https://doi.org/10.1007/s11102-016-0725-2
Melmed S (2006) Acromegaly. N Engl J Med 355:2558–2573. https://doi.org/10.1056/NEJMra062453
Lugo G, Pena L, Cordido F (2012) Clinical Manifestations and Diagnosis of Acromegaly. Int J Endocrinol. https://doi.org/10.1155/2012/540398
Chanson P, Salenave S (2008) Acromegaly. Orphanet J Rare Dis. https://doi.org/10.1186/1750-1172-3-17
Chinese Society of Endocrinology, Chinese Neurosurgical Society, and Chinese Pituitary Adenoma Cooperative Group (2013) Chinese guideline of acromegaly diagnosis and management (2013). Natl Med J China 93:2106–2111. https://doi.org/10.3760/cma.j.issn.0376-2491.2013.27.005
Zhu H, Xu Y, Gong F et al (2017) Reference ranges for serum insulin-like growth factor I (IGF-I) in healthy Chinese adults. PLoS ONE. https://doi.org/10.1371/journal.pone.0185561
Knosp E, Steiner E, Kitz K, Matula C (1993) Pituitary adenomas with invasion of the cavernous sinus space: a magnetic resonance imaging classification compared with surgical findings. Neurosurgery 33:610–617. https://doi.org/10.1227/00006123-199310000-00008
Mooney MA, Hardesty DA, Sheehy JP et al (2017) Interrater and intrarater reliability of the Knosp scale for pituitary adenoma grading. J Neurosurg 126:1714–1719. https://doi.org/10.3171/2016.3.JNS153044
Molitch ME (2017) Diagnosis and Treatment of Pituitary Adenomas: A Review. JAMA 317:516–524. https://doi.org/10.1001/jama.2016.19699
Mickey RM, Greenland S (1989) The impact of confounder selection criteria on effect estimation. Am J Epidemiol 129:125–137. https://doi.org/10.1093/oxfordjournals.aje.a115101
Zhang Z (2016) Model building strategy for logistic regression: purposeful selection. Ann Transl Med. https://doi.org/10.21037/atm.2016.02.15
Rick J, Jahangiri A, Flanigan PM et al (2018) Growth hormone and prolactin-staining tumors causing acromegaly: a retrospective review of clinical presentations and surgical outcomes. J Neurosurg 131:147–153. https://doi.org/10.3171/2018.4.JNS18230
Duan L, Zhu H, Xing B, Gu F (2017) Prolonged preoperative treatment of acromegaly with Somatostatin analogs may improve surgical outcome in patients with invasive pituitary macroadenoma (Knosp grades 1–3): a retrospective cohort study conducted at a single center. BMC Endocr Disord. https://doi.org/10.1186/s12902-017-0205-3
Hoskuldsdottir GT, Fjalldal SB, Sigurjonsdottir HA (2015) The incidence and prevalence of acromegaly, a nationwide study from 1955 through 2013. Pituitary 18:803–807. https://doi.org/10.1007/s11102-015-0655-4
Dekkers OM, Biermasz NR, Pereira AM et al (2008) Mortality in Acromegaly: A Metaanalysis. J Clin Endocrinol Metab 93:61–67. https://doi.org/10.1210/jc.2007-1191
Holdaway IM, Rajasoorya RC, Gamble GD (2004) Factors Influencing Mortality in Acromegaly. J Clin Endocrinol Metab 89:667–674. https://doi.org/10.1210/jc.2003-031199
Guo X, Gao L, Zhang S et al (2015) Cardiovascular System Changes and Related Risk Factors in Acromegaly Patients: A Case-Control Study. Int J Endocrinol. https://doi.org/10.1155/2015/573643
Jane JA, Starke RM, Elzoghby MA et al (2011) Endoscopic Transsphenoidal Surgery for Acromegaly: Remission Using Modern Criteria, Complications, and Predictors of Outcome. J Clin Endocrinol Metab 96:2732–2740. https://doi.org/10.1210/jc.2011-0554
Yang C, Li G, Jiang S et al (2019) Preoperative Somatostatin Analogues in Patients with Newly-diagnosed Acromegaly: A Systematic Review and Meta-analysis of Comparative Studies. Sci Rep 9:1–9. https://doi.org/10.1038/s41598-019-50639-6
Melmed S, Bronstein MD, Chanson P et al (2018) A Consensus Statement on acromegaly therapeutic outcomes. Nat Rev Endocrinol 14:552–561. https://doi.org/10.1038/s41574-018-0058-5
Park SH, Ku CR, Moon JH et al (2018) Age- and Sex-Specific Differences as Predictors of Surgical Remission Among Patients With Acromegaly. J Clin Endocrinol Metab 103:909–916. https://doi.org/10.1210/jc.2017-01844
Minniti G, Jaffrain-Rea M-L, Esposito V et al (2003) Evolving criteria for post-operative biochemical remission of acromegaly: can we achieve a definitive cure? An audit of surgical results on a large series and a review of the literature. Endocr Relat Cancer 10:611–619. https://doi.org/10.1677/erc.0.0100611
Fernandez-Rodriguez E, Casanueva FF, Bernabeu I (2015) Update on prognostic factors in acromegaly: Is a risk score possible? Pituitary 18:431–440. https://doi.org/10.1007/s11102-014-0574-9
Kaltsas GA, Isidori AM, Florakis D et al (2001) Predictors of the outcome of surgical treatment in acromegaly and the value of the mean growth hormone day curve in assessing postoperative disease activity. J Clin Endocrinol Metab 86:1645–1652. https://doi.org/10.1210/jcem.86.4.7398
Biermasz NR, Dekker FW, Pereira AM et al (2004) Determinants of Survival in Treated Acromegaly in a Single Center: Predictive Value of Serial Insulin-Like Growth Factor I Measurements. J Clin Endocrinol Metab 89:2789–2796. https://doi.org/10.1210/jc.2003-032041
Tindall GT, Oyesiku NM, Watts NB et al (1993) Transsphenoidal adenomectomy for growth hormone-secreting pituitary adenomas in acromegaly: outcome analysis and determinants of failure. J Neurosurg 78:205–215. https://doi.org/10.3171/jns.1993.78.2.0205
Sun H, Brzana J, Yedinak CG et al (2014) Factors Associated with Biochemical Remission after Microscopic Transsphenoidal Surgery for Acromegaly. J Neurol Surg B 75:47–52. https://doi.org/10.1055/s-0033-1354578
Laws ER, Piepgras DG, Randall RV, Abboud CF (1979) Neurosurgical management of acromegaly. Results in 82 patients treated between 1972 and 1977. J Neurosurg 50:454–461. https://doi.org/10.3171/jns.1979.50.4.0454
Nomikos P, Buchfelder M, Fahlbusch R (2005) The outcome of surgery in 668 patients with acromegaly using current criteria of biochemical ‘cure.’ Eur J Endocrinol 152:379–387. https://doi.org/10.1530/eje.1.01863
Antunes X, Ventura N, Camilo GB et al (2018) Predictors of surgical outcome and early criteria of remission in acromegaly. Endocrine 60:415–422. https://doi.org/10.1007/s12020-018-1590-8
Laws ER (2008) Surgery for acromegaly: evolution of the techniques and outcomes. Rev Endocr Metab Disord 9:67–70. https://doi.org/10.1007/s11154-007-9064-y
Mao Z, Zhu Y, Tang H et al (2010) Preoperative lanreotide treatment in acromegalic patients with macroadenomas increases short-term postoperative cure rates: a prospective, randomised trial. Eur J Endocrinol 162:661–666. https://doi.org/10.1530/EJE-09-0908
Asha MJ, Takami H, Velasquez C et al (2019) Long-term outcomes of transsphenoidal surgery for management of growth hormone–secreting adenomas: single-center results. J Neurosurg. https://doi.org/10.3171/2019.6.JNS191187
Yamada S, Fukuhara N, Oyama K et al (2010) Repeat transsphenoidal surgery for the treatment of remaining or recurring pituitary tumors in acromegaly. Neurosurgery 67:949–956. https://doi.org/10.1227/NEU.0b013e3181ec4379
Acknowledgements
The authors would like to thank all the patients and families and their providers who collaborated with the establishment of CAPA database. We are grateful for the collaboration with the Chinese Association of Patients with Acromegaly (CAPA). We also thank Mr. Hao Luo (Warwick Business School, United Kingdom) for creating the China heat-map for the geographic distribution of acromegaly patients
Funding
This work was supported by the funding to Shun Yao through the Chinese Postdoctoral Science Foundation (2019M663271), Clinical Research Project of The East Division (The First affiliated Hospital of Sun Yat-sen University, 2019004) to Wen-Li Chen, and the National Institute on Deafness and Other Communication Disorders (T32DC000038-27) to Leo Zekelman.
Author information
Authors and Affiliations
Contributions
Conception and design: WLC, HJW, and WLB. Drafting the article: SY, ST, and WLB. Acquisition of data: WLC and HJW. Analysis and Interpretation of data: all authors. Critically revising the article: SY, ST, FA, MPC, ERL, WLB, and HJW. Reviewed submitted version of manuscript: all authors. Approved the final version of manuscript on behalf of all authors: HJW. Statistical analysis: SY, ST, and WLB. Graphic visualization: SY. Clinical diagnosis and radiological identification: WLC and ZGM. Administrative/technical/material support: WLC, ZGM, YHZ, and HJW. Study supervision: HJW and WLB.
Corresponding authors
Ethics declarations
Conflict of interest
The authors report no conflict of interest concerning the materials or methods used in this study or the findings specified in this paper.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
11060_2020_3669_MOESM1_ESM.tiff
The geographic distribution of acromegaly patients in the China Acromegaly Patient Association (CAPA) database between 1998 and 2018, across 23 provinces, 4 autonomous regions, 4 municipalities, and 2 Special Administrative Regions (Hong Kong and Macau) in China. (tiff 5885 KB)
Rights and permissions
About this article
Cite this article
Yao, S., Chen, WL., Tavakol, S. et al. Predictors of postoperative biochemical remission in acromegaly. J Neurooncol 151, 313–324 (2021). https://doi.org/10.1007/s11060-020-03669-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11060-020-03669-4