Seasonal and Climatic Influences on Catecholamine Metabolite Levels in Patients With and Without Pheochromocytoma–Paraganglioma

<b>Background/Objective:</b> Pheochromocytomas and paragangliomas (PPGL) lead to marked catecholamine metabolite elevations, whereas the causes of mild increases remain unclear. We aimed to evaluate seasonal and climatic variation in plasma and urinary catecholamine metabolites in both PPGL and non-PPGL patients. <b>Methods:</b> We retrospectively reviewed adult patients who underwent plasma and/or 24 h urinary catecholamine metabolite testing at Ankara Bilkent City Hospital between February 2019 and May 2023. Using a big-data approach, we examined the relationship between catecholamine metabolite levels and monthly and seasonal climatic changes. <b>Results:</b> In non-PPGL patients, plasma metanephrine levels were significantly higher in autumn (<i>p</i> = 0.009) and winter (<i>p</i> = 0.027), and both plasma metanephrine (<i>p</i> < 0.001) and plasma normetanephrine (<i>p</i> = 0.003) showed transformed rank means in February that were elevated relative to the overall mean. Temperature, daylight duration, and humidity were the strongest predictors in the LASSO models. In contrast, catecholamine metabolite levels in the PPGL group showed no significant monthly or seasonal variation (all <i>p</i> > 0.05). However, when values exceeding the reference limits were examined, a significantly higher proportion of elevated plasma metanephrine measurements was observed during autumn (<i>p</i> = 0.005), whereas plasma normetanephrine elevations were most prominent during winter (<i>p</i> = 0.002). <b>Conclusions:</b> Catecholamine metabolite levels show notable variability in non-PPGL patients, which cannot be explained by seasonal comparisons alone. Monthly patterns and environmental factors-such as temperature, humidity, and photoperiod-should be considered when interpreting mild or borderline elevations to reduce false-positive results. In PPGL patients, seasonal variability was modest; however, plasma catecholamine metabolite testing showed higher diagnostic sensitivity during colder months.

Authors

Institutions

Publication Details

Journal
Diagnostics
Published
2026-02-15
DOI
https://doi.org/10.3390/diagnostics16040588
Primary Topic
Adrenal and Paraganglionic Tumors
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Seasonal and Climatic Influences on Catecholamine Metabolite Levels in Patients With and Without Pheochromocytoma–Paraganglioma

Bekir Çakır, Oya Topaloğlu, Salim Neşeli̇oğlu, Gülsüm Karaahmetli et al.
Diagnostics
Adrenal and Paraganglionic Tumors
article

Seasonal and Climatic Influences on Catecholamine Metabolite Levels in Patients With and Without Pheochromocytoma–Paraganglioma

Bekir Çakır, Oya Topaloğlu, Salim Neşeli̇oğlu, Gülsüm Karaahmetli, Pervin Demır, Abbas Ali Tam, Didem Özdemir, Sevgül Fakı, Feride Pınar Altay, Reyhan Ersoy
article en

Abstract

<b>Background/Objective:</b> Pheochromocytomas and paragangliomas (PPGL) lead to marked catecholamine metabolite elevations, whereas the causes of mild increases remain unclear. We aimed to evaluate seasonal and climatic variation in plasma and urinary catecholamine metabolites in both PPGL and non-PPGL patients. <b>Methods:</b> We retrospectively reviewed adult patients who underwent plasma and/or 24 h urinary catecholamine metabolite testing at Ankara Bilkent City Hospital between February 2019 and May 2023. Using a big-data approach, we examined the relationship between catecholamine metabolite levels and monthly and seasonal climatic changes. <b>Results:</b> In non-PPGL patients, plasma metanephrine levels were significantly higher in autumn (<i>p</i> = 0.009) and winter (<i>p</i> = 0.027), and both plasma metanephrine (<i>p</i> < 0.001) and plasma normetanephrine (<i>p</i> = 0.003) showed transformed rank means in February that were elevated relative to the overall mean. Temperature, daylight duration, and humidity were the strongest predictors in the LASSO models. In contrast, catecholamine metabolite levels in the PPGL group showed no significant monthly or seasonal variation (all <i>p</i> > 0.05). However, when values exceeding the reference limits were examined, a significantly higher proportion of elevated plasma metanephrine measurements was observed during autumn (<i>p</i> = 0.005), whereas plasma normetanephrine elevations were most prominent during winter (<i>p</i> = 0.002). <b>Conclusions:</b> Catecholamine metabolite levels show notable variability in non-PPGL patients, which cannot be explained by seasonal comparisons alone. Monthly patterns and environmental factors-such as temperature, humidity, and photoperiod-should be considered when interpreting mild or borderline elevations to reduce false-positive results. In PPGL patients, seasonal variability was modest; however, plasma catecholamine metabolite testing showed higher diagnostic sensitivity during colder months.

DiagnosticsVol. 16(4)
Ankara University (TR), Bilkent University (TR), Memorial Ankara Hospital (TR), Başkent University Hospital (TR), Ankara Yıldırım Beyazıt University (TR)
Climate action
Openalex Percentile: Top 54%
Adrenal and Paraganglionic Tumors
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.