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Häggström, ChristelORCID iD iconorcid.org/0000-0001-6808-4405
Publications (10 of 121) Show all publications
Mesinovic, D., Bobjer, J., Hagberg, O., Aljabery, F., Gårdmark, T., Jahnson, S., . . . Liedberg, F. (2026). Application of the International Bladder Cancer Group prediction model for recurrence-free survival on a national cohort of primary intermediate risk non-muscle invasive bladder cancer. Scandinavian journal of urology, 61, 127-130
Open this publication in new window or tab >>Application of the International Bladder Cancer Group prediction model for recurrence-free survival on a national cohort of primary intermediate risk non-muscle invasive bladder cancer
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2026 (English)In: Scandinavian journal of urology, ISSN 2168-1805, E-ISSN 2168-1813, Vol. 61, p. 127-130Article in journal (Refereed) Published
Abstract [en]

The International Bladder Cancer Group (IBCG) has proposed a prognostic model for intermediate risk (IR) non-muscle invasive bladder cancer (NMIBC) for clinical decision-making. We applied the IBCG IR model in a population-based Swedish setting in patients with primary IR NMIBC diagnosed 2013-2014 in BladderBaSe 2.0. Patients were stratified into low-risk (unifocal and tumour size < 3 cm) and intermediate-risk (multiple and/or tumour size ≥ 3 cm) for estimation of 1- and 3-year recurrence-free survival (RFS). Among 710 patients with IR NMIBC, 329 (46%) and 381 (54%) were categorized as low- and intermediate-risk, respectively. Probabilities of disease recurrence or death at 1 and 3 years in low-risk patients were 19% (95% confidence interval [CI]: 15-23) and 41% (95% CI: 35-46), versus 27% (95% CI: 22-31) and 45% (95% CI: 40-50) in the intermediate-risk group. In a sensitivity analysis including only patients receiving serial adjuvant instillations (n = 152) the corresponding probabilities at 1 and 3 years were 19% (95% CI: 10-28) and 33% (95% CI: 22-43) versus 15% (95% CI: 7-23) and 31% (95% CI: 20-41), respectively. Thus, no clinically meaningful difference in recurrence-free survival was observed between International Bladder Cancer Group low- and intermediate-risk groups in this population-based primary non-muscle invasive bladder cancer setting.

Place, publisher, year, edition, pages
MJS Publishing, 2026
Keywords
Intermediate risk, non-muscle invasive bladder cancer, risk stratification
National Category
Urology Nephrology
Identifiers
urn:nbn:se:umu:diva-252558 (URN)10.2340/sju.v61.45712 (DOI)001747511700001 ()41995252 (PubMedID)2-s2.0-105035817272 (Scopus ID)
Funder
Swedish Cancer Society, CAN 22 2021Swedish Cancer Society, CAN 2023/2807Swedish Research Council, 2021‐00859Umeå UniversityRegion VästerbottenSwedish Society of MedicineSjöberg FoundationFamiljen Hjelms stiftelse för medicinsk forskningStiftelsen Gösta Jönssons forskningsfondStiftelsen Hillevi Fries forskningsfond
Available from: 2026-05-04 Created: 2026-05-04 Last updated: 2026-05-04Bibliographically approved
Wegdell, G., Åkerstedt, J., Häggström, C., Wu, W.-Y. Y., Själander, A., Mukka, S. & Knutsson, B. (2026). Risk for clinical venous thromboembolism and major bleeding after surgery for lumbar spinal stenosis: a retrospective matched register-based cohort study with 462,533 individuals. European spine journal
Open this publication in new window or tab >>Risk for clinical venous thromboembolism and major bleeding after surgery for lumbar spinal stenosis: a retrospective matched register-based cohort study with 462,533 individuals
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2026 (English)In: European spine journal, ISSN 0940-6719, E-ISSN 1432-0932Article in journal (Refereed) Epub ahead of print
Abstract [en]

Purpose. To quantify the risk of clinically overt venous thromboembolism (VTE) and major bleeding (MB) during the first year following surgery for lumbar spinal stenosis (LSS) relative to a matched population cohort.

Methods: This nationwide, retrospective cohort study utilized data from the Swedish National Spine Register (Swespine), including 77,145 patients who underwent surgical treatment for LSS between 2003 and 2023. These patients were matched 1:5 to 385,388 referents from the general population. Outcomes (VTE and MB) were identified through cross-linkage with the National Patient Register (NPR) and the Swedish Stroke Register (Riksstroke). Adjusted Cox piecewise regression models were used to estimate hazard ratios (HRs) with 95% confidence intervals (CIs) for VTE and MB across prespecified postoperative intervals.

Results: Within the first 30 days after inclusion, patients exhibited substantially higher incidence rates of venous thromboembolism (VTE) and major bleeding (MB) compared with referents. The incidence rate of VTE was 30.39 per 1,000 person-years among patients versus 8.14 among referents, while the corresponding rates for MB were 88.78 and 31.87 per 1,000 person-years, respectively. Compared with referents, patients had a HR of 3.68 (95% CI, 3.05-4.44) for VTE and a HR of 2.52 (95% CI 2.27-2.80) for MB within the first 30 days after inclusion. The risk for VTE remained elevated through the 31–60-day interval (HR 2.09; 95% CI, 1.63-2.69), whereas the risk for MB declined sharply after the first month (HR 1.02; 95% CI 0.87-1.21).

Conclusion: Patients undergoing surgery for LSS face a significantly higher risk for VTE and MB compared to a matched population. This hazard was most acute during the first 30 postoperative days. While these risks decline sharply thereafter, the risk of VTE remains significantly elevated during the first 2 months following LSS surgery.

Place, publisher, year, edition, pages
Springer, 2026
Keywords
Lumbar spinal stenosis, Spine surgery, Venous thromboembolism, Major bleeding, Swespine
National Category
Cardiology and Cardiovascular Disease Orthopaedics
Identifiers
urn:nbn:se:umu:diva-251910 (URN)10.1007/s00586-026-09937-7 (DOI)001737651800001 ()41961129 (PubMedID)2-s2.0-105035431194 (Scopus ID)
Funder
Region VästernorrlandVisare Norr
Available from: 2026-04-13 Created: 2026-04-13 Last updated: 2026-04-22
Wänman, J., Farhang, M., Nyström, H., Styrke, J., Häggström, C., Stattin, P. & Crnalic, S. (2026). Survival after spinal surgery for metastases in men with castration-sensitive vs castration-resistant prostate cancer: a nationwide register-based study. Scientific Reports, 16(1), Article ID 887.
Open this publication in new window or tab >>Survival after spinal surgery for metastases in men with castration-sensitive vs castration-resistant prostate cancer: a nationwide register-based study
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2026 (English)In: Scientific Reports, E-ISSN 2045-2322, Vol. 16, no 1, article id 887Article in journal (Refereed) Published
Abstract [en]

This nationwide register-based cohort study examined the association between castration status and postoperative survival in men who had undergone surgery for spinal metastases from prostate cancer. Bone metastases are common in prostate cancer, with the spine being the most frequent site. Using data from the Swedish Spine Register (Swespine) and Prostate Cancer Database Sweden (PCBaSe), 306 men with prostate cancer who underwent spinal surgery were identified. In total, 81 were categorized as castration-sensitive and 225 as castration-resistant disease at the time of spinal surgery. Postoperative survival was estimated using Kaplan-Meier analysis and compared with the log-rank test. Multivariable Cox regression was used to adjust for potential confounders. Median survival after surgery was significantly longer in men with castration-sensitive prostate cancer (33 months, IQR 15-55) compared to those with castration-resistant disease (8 months, IQR 5-31; p < 0.001). Castration-sensitive status was independently associated with a lower risk of death (hazard ratio 0.29, 95% CI: 0.20-0.41). These findings indicate that castration sensitivity is a strong prognostic factor for survival after surgery for spinal metastases from prostate cancer and should be considered in surgical decision-making.

Place, publisher, year, edition, pages
Springer Nature, 2026
National Category
Orthopaedics Urology
Identifiers
urn:nbn:se:umu:diva-248338 (URN)10.1038/s41598-025-34335-2 (DOI)001658370900008 ()41501291 (PubMedID)2-s2.0-105027172009 (Scopus ID)
Funder
ProstatacancerförbundetUmeå UniversityRegion Västerbotten
Available from: 2026-01-09 Created: 2026-01-09 Last updated: 2026-02-10Bibliographically approved
Le, H. T., da Silva, M., Bennet, L., Elhakeem, A., Häggström, C., Sun, M., . . . Stocks, T. (2026). Weight trajectories and obesity onset between 17 and 60 years of age, and cause-specific mortality: the Obesity and Disease Development Sweden (ODDS) pooled cohort study. eClinicalMedicine, 94, Article ID 103870.
Open this publication in new window or tab >>Weight trajectories and obesity onset between 17 and 60 years of age, and cause-specific mortality: the Obesity and Disease Development Sweden (ODDS) pooled cohort study
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2026 (English)In: eClinicalMedicine, E-ISSN 2589-5370, Vol. 94, article id 103870Article in journal (Refereed) Published
Abstract [en]

Background: Longitudinal data on weight change, its timing, and the age of obesity onset in relation to cause-specific mortality are limited.

Methods: From ODDS, a nationwide pooled cohort study in Sweden, we included 258,269 men and 361,784 women with at least three weight assessments between ages 17 and 60, collected in 1963–2015. We applied linear mixed-effects models to estimate weight trajectories, age of obesity onset, and age-specific weight changes between ages 17 and 60. Outcomes were all-cause and cause-specific mortality, assessed from 5 years after the last weight assessment until death, emigration, or 31 December 2020. Associations with mortality were calculated using multivariable Cox regression models.

Findings: Over a median follow-up of 23.3 years in men and 11.7 years in women, 86,673 men and 29,076 women died. The median weight change between ages 17 and 60 was 0.42 kg/year in both sexes. A steep weight gain trajectory over this period, early obesity onset, and high weight gain between ages 17 and 29 were associated with higher all-cause mortality and with 13 of 23 specific causes of death investigated in men and 12 of 19 in women. Affected causes included cardiovascular diseases (including most subtypes), cancer (including specific types), type 2 diabetes, and digestive and genitourinary diseases. Hazard ratios (95% confidence intervals) of all-cause mortality associated with obesity onset at ages 17–29 vs. never by age 60 were 1.69 (1.60–1.79) in men and 1.71 (1.55–1.88) in women; and per 0.5 kg/year weight change at ages 17–29, 1.18 (1.17–1.19) and 1.16 (1.14–1.18), respectively. Weight gain later in adulthood generally showed weaker associations, except for cancer mortality in women, where the association was similar to that observed with earlier weight gain.

Interpretation: Weight gain in adulthood, especially in young adulthood, and obesity onset before age 30 are strong risk factors for mortality from multiple non-communicable diseases, underscoring the importance of early obesity prevention. Future studies should incorporate richer confounding data and, ideally, measures of changes in central adiposity and muscle mass. 

Place, publisher, year, edition, pages
Elsevier, 2026
Keywords
Mortality, Obesity, Pooled cohort study, Weight trajectories
National Category
Epidemiology Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-256753 (URN)10.1016/j.eclinm.2026.103870 (DOI)001760235000001 ()42077649 (PubMedID)2-s2.0-105044015933 (Scopus ID)
Funder
Swedish Research Council, 2021-01934Swedish Cancer Society, 230633The Crafoord Foundation, 20210628Swedish Foundation for Strategic Research, CMP22-0014
Available from: 2026-07-17 Created: 2026-07-17 Last updated: 2026-07-17Bibliographically approved
da Silva, M., Fritz, J., Elhakeem, A., Jochems, S. H. J., Sun, M., Mboya, I. B., . . . Stocks, T. (2026). Weight trajectories throughout adulthood and prostate cancer incidence, aggressiveness, and death in 258 494 men. Journal of the National Cancer Institute, 118(6), 1006-1014
Open this publication in new window or tab >>Weight trajectories throughout adulthood and prostate cancer incidence, aggressiveness, and death in 258 494 men
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2026 (English)In: Journal of the National Cancer Institute, ISSN 0027-8874, E-ISSN 1460-2105, Vol. 118, no 6, p. 1006-1014Article in journal (Refereed) Published
Abstract [en]

Background: Obesity assessed at a single time point in adulthood has shown no consistent association with prostate cancer (PCa) incidence but has been positively associated with PCa death. We investigated the association of total and age-specific adult weight trajectories with PCa aggressiveness and death.

Methods: We analyzed data from 258,494 men in Sweden with at least 3 weight observations between ages 17 and 60. Individual weight trajectories were estimated using linear mixed-effects models with natural cubic and linear splines for age, incorporating random intercepts and slopes. These estimates were included in multivariable-adjusted Cox proportional hazards models.

Results: Over a median follow-up of 25 years, 22 055 men were diagnosed with PCa and 4547 died from the disease. Steep weight gain was inversely associated with PCa diagnosed during the PSA testing era (1997 onwards) and via asymptomatic PSA testing, but not with aggressive PCa. Among men with PCa, steep weight gain was associated with increased risk of PCa death (HR quintile 5 vs. 1 = 1.23, 95% CI = 1.08 to 1.40), primarily driven by weight gain between ages 45 and 60 (HR per 1 kg/year = 1.31, 95% CI = 1.10 to 1.57).

Conclusions: The associations observed for incident PCa appear to be influenced by PSA testing uptake; however, the extent to which detection bias contributes remains uncertain. Conversely, late midlife weight gain was associated with an elevated risk of PCa death, underscoring the importance of weight management during this period as a potentially modifiable factor for reducing PCa death.

Place, publisher, year, edition, pages
Oxford University Press, 2026
National Category
Cancer and Oncology
Identifiers
urn:nbn:se:umu:diva-255433 (URN)10.1093/jnci/djag014 (DOI)001686685200001 ()41587945 (PubMedID)2-s2.0-105041257053 (Scopus ID)
Funder
Swedish Cancer Society, 20 1033 PjFSwedish Cancer Society, 23 0633 SIAWorld Cancer Research Fund International, IIG_FULL_2020_025Swedish Research Council, 2021-01934Mrs. Berta Kamprad's Cancer Foundation, FBKS-2021-12ProstatacancerförbundetThe Crafoord Foundation, 20200546
Available from: 2026-06-25 Created: 2026-06-25 Last updated: 2026-06-25Bibliographically approved
Liedberg, F., Hagberg, O., Beijert, I. J., Aljabery, F., Gårdmark, T., Hosseini, A., . . . Häggström, C. (2025). Applicability of the European Association of Urology 2021 prognostic model for non–muscle-invasive bladder cancer in a Swedish population-based cohort. European Urology Open Science, 80, 33-37
Open this publication in new window or tab >>Applicability of the European Association of Urology 2021 prognostic model for non–muscle-invasive bladder cancer in a Swedish population-based cohort
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2025 (English)In: European Urology Open Science, ISSN 2666-1691, E-ISSN 2666-1683, Vol. 80, p. 33-37Article in journal (Refereed) Published
Abstract [en]

The European Association of Urology (EAU) 2021 prognostic model for non–muscle-invasive bladder cancer (NMIBC) is based on the World Health Organization (WHO) 1973 and/or WHO 2004/2022 grading systems for patients who did not receive bacillus Calmette-Guérin (BCG) instillations and is widely used to assess the risk of progression. The estimated risk of progression affects the type of adjuvant intravesical instillation (chemotherapy or BCG), with primary radical cystectomy recommended for patients with the highest risk of progression. We applied the EAU 2021 prognostic model in a population-based setting for 3392 patients with primary NMIBC diagnosed in 2013–2014 according to the BladderBaSe 2.0 database. We assessed the model calibration by comparing the 5-yr progression probability observed in our cohort with the predicted progression probability assigned for the risk groups in the original EAU study, and evaluated the discrimination according to Harrell's C index. At 5-yr follow-up, 394 patients had experienced disease progression. The progression probability observed was 4.9% (95% confidence interval [CI] 3.5–6.3%), 8.6% (95% CI 6.9–10%), 25% (95% CI 22–28%), and 23% (95% CI 14–30%) for the low-, intermediate-, high-, and very high-risk groups, respectively. The discrimination at 5 yr was 0.72 (95% CI 0.69–0.78) for the overall cohort and 0.74 (95% CI 0.70–0.80) in the group excluding the 811 patients who received BCG instillations. Showing moderate predictive ability, the EAU 2021 prognostic model has clinical utility in population-based settings despite underestimation of the observed progression risk in the low- and high-risk groups in the current study. Patient summary: We looked at how well a model predicted the risk of progression of non–muscle-invasive bladder cancer using results for a group of Swedish patients. Approximately one in four patients in the high-risk category progress to more advanced disease within 5 yr. Doctors and patients need to consider the probability of progression in the high-risk category when making shared decisions on which treatment is best for an individual patient.

Place, publisher, year, edition, pages
Elsevier, 2025
Keywords
Adjuvant treatment, Non–muscle-invasive bladder cancer, Primary radical cystectomy, Prognostic mode, Progression risk
National Category
Urology Nephrology
Identifiers
urn:nbn:se:umu:diva-243948 (URN)10.1016/j.euros.2025.08.003 (DOI)2-s2.0-105014824192 (Scopus ID)
Funder
Swedish Cancer Society, CAN 2022/1971Swedish Cancer Society, 2023/2807Swedish Research Council, 2021-00859Familjen Hjelms stiftelse för medicinsk forskningRegion SkåneSjöberg FoundationStiftelsen Gösta Jönssons forskningsfondStiftelsen Hillevi Fries forskningsfondUmeå UniversityRegion Västerbotten
Available from: 2025-09-09 Created: 2025-09-09 Last updated: 2025-09-09Bibliographically approved
Mboya, I. B., Fritz, J., Scilipoti, P., Häggström, C., da Silva, M., Sun, M., . . . Stocks, T. (2025). Association of height, BMI, and smoking status with prostate cancer risk before and after the introduction of PSA testing in Sweden. Scientific Reports, 15(1), Article ID 20290.
Open this publication in new window or tab >>Association of height, BMI, and smoking status with prostate cancer risk before and after the introduction of PSA testing in Sweden
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2025 (English)In: Scientific Reports, E-ISSN 2045-2322, Vol. 15, no 1, article id 20290Article in journal (Refereed) Published
Abstract [en]

Prostate cancer (PCa) incidence has steadily increased in Sweden, more steeply in the mid-1990s caused by increased opportunistic prostate-specific antigen (PSA) testing. Tallness, normal weight, and non-smoking are associated with more PSA testing, which increases detection of low-risk and localised PCa. We investigated time trends of height, body mass index (BMI), and smoking with PCa risk in 171,889 men in Sweden aged 50–64 years at baseline, who were linked to nationwide cancer registers during follow-up. Cox regression determined the association of these factors assessed before 1980, 1980–1994, and 1995–2004 with PCa risk. During 15 follow-up years, 8,049 men were diagnosed with PCa. The association of height with PCa was weakly positive across all calendar periods. For obesity (BMI ≥30 kg/m2) vs. normal weight (BMI 18.5–24.9 kg/m2) and current vs. never smoking, the associations changed from null before 1980 (HR 1.03, 95% CI 0.86–1.23, and 1.11, 95% CI 0.97–1.27) to negative in 1995–2004 (HR 0.83, 95% CI 0.74–0.93, and 0.86, 95% CI 0.79–0.93; pinteraction between periods = 0.05 and 0.001). In men with clinical characteristics available, height was positively associated with both aggressive and non-aggressive PCa whilst obesity and smoking showed negative associations only with non-aggressive PCa. These findings likely reflect differences in PSA testing by BMI and smoking habits and contribute important knowledge for etiological studies of PCa.

Place, publisher, year, edition, pages
Springer Nature, 2025
Keywords
Body height, Body mass index, Prostate-specific antigen, Prostatic neoplasms, Smoking
National Category
Urology Nephrology
Identifiers
urn:nbn:se:umu:diva-242179 (URN)10.1038/s41598-025-06548-y (DOI)001517152900005 ()40562803 (PubMedID)2-s2.0-105008963299 (Scopus ID)
Funder
Swedish Cancer Society, 23 0633 SIA
Available from: 2025-07-14 Created: 2025-07-14 Last updated: 2025-07-14Bibliographically approved
Söderkvist, K., Häggström, C., Hagberg, O., Aljabery, F., Gårdmark, T., Holmberg, L., . . . Ullén, A. (2025). Calendar time trends in synchronous metastatic urinary bladder cancer before and after the introduction of immune checkpoint inhibitors: a nation-wide population-based cohort study. Frontiers in Oncology, 15, Article ID 1680916.
Open this publication in new window or tab >>Calendar time trends in synchronous metastatic urinary bladder cancer before and after the introduction of immune checkpoint inhibitors: a nation-wide population-based cohort study
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2025 (English)In: Frontiers in Oncology, E-ISSN 2234-943X, Vol. 15, article id 1680916Article in journal (Refereed) Published
Abstract [en]

Introduction: 

For the 3-5% of patients diagnosed with urinary bladder cancer presenting with distant metastases, the five-year survival probability remains below 10% (1–3).

Since the late 1980s, platinum-based combination chemotherapy has been the cornerstone of treatment for metastatic urinary bladder cancer (mUBC) (4, 5). For cisplatin-ineligible patients, carboplatin-gemcitabine was established as an alternative in 2011 (6, 7), and is currently used as first-line chemotherapy in approximately half of the patients treated systemically for mUBC (8). However, platinum-based regimens are associated with a high incidence of serious adverse events (5, 7). Consequently, a substantial proportion of patients with mUBC do not receive any systemic chemotherapy (9). Vinflunine was approved in Europe in 2009 as second-line chemotherapy, though with limited clinical benefit (10, 11).

A new era in the systemic treatment of mUBC was marked by the approval of immune checkpoint inhibitors (ICI) 2017 (12, 13). ICIs demonstrated not only an improved overall survival but also a more favorable toxicity profile. Recent population-based studies have reported improved survival among systemically treated patients with mUBC following the introduction of ICI (14).

Given the historically low uptake of systemic therapy in the real-world setting of mUBC, it remains unclear whether the introduction of immune checkpoint inhibitors (ICI) has translated into improved survival at the population level. As the treatment landscape for mUBC continues to evolve rapidly, benchmarking treatment patterns and survival outcomes in real-world populations is essential to guide clinical practice and policy.

We used the Bladder Cancer Data Base Sweden (BladderBase) 2.0 (15) to investigate survival trends among patients diagnosed with synchronous mUBC between 1997 and 2019 across calendar periods defined by the introduction of novel systemic therapies. We hypothesized that survival in the overall mUBC population improved after the introduction of ICI (2017–2019), due to both the availably of a novel treatment option and an increased proportion of patients eligible for systemic treatment due to ICIs favorable toxicity profile.

Place, publisher, year, edition, pages
Frontiers Media S.A., 2025
Keywords
checkpoint inhibitors (ICIs), metastatic disease, population based study, survival trends, urinary bladder cancer
National Category
Cancer and Oncology
Identifiers
urn:nbn:se:umu:diva-246575 (URN)10.3389/fonc.2025.1680916 (DOI)001595159600001 ()41114360 (PubMedID)2-s2.0-105018954960 (Scopus ID)
Funder
Swedish Cancer Society, CAN 2022/1971Swedish Cancer Society, CAN 2023/2807
Available from: 2025-11-20 Created: 2025-11-20 Last updated: 2025-11-20Bibliographically approved
Stocks, T., Häggström, C. & Fritz, J. (2025). Collider bias is an insufficient explanation for the inverse obesity paradox in prostate cancer. Cancer Medicine, 14(8), Article ID e70871.
Open this publication in new window or tab >>Collider bias is an insufficient explanation for the inverse obesity paradox in prostate cancer
2025 (English)In: Cancer Medicine, E-ISSN 2045-7634, Vol. 14, no 8, article id e70871Article in journal (Refereed) Published
Abstract [en]

Background: Collider bias is often considered a potential explanation when the association between obesity and disease diagnosis differs from that with disease outcome, as seen in the “obesity paradox.” For prostate cancer (PCa), in particular localized PCa, an “inverse” obesity paradox has been observed, where body mass index (BMI) is negatively associated with diagnosis (hazard ratio [HR] ~0.9 per 5-kg/m2 increase), but positively associated with PCa-specific death (HR ~ 1.2). However, collider bias in this context remains unexplored.

Methods: We simulated binary disease diagnosis and outcome data, including the typically unmeasured/unknown background variable (U) that could introduce collider bias. We calculated U-unadjusted (biased) and U-adjusted (true) marginal odds ratios (OR) from a case-only analysis, and determined the bias percentage using (Formula presented.). Similar simulations were performed for classical confounding.

Results: Across a broad range of plausible parameter values for the PCa context, collider bias did not distort the OR of BMI on PCa death by more than 4%, equivalent to a ± 0.04 distortion in the OR estimate for continuous BMI. In comparison, classical confounding showed a higher potential for distorting BMI and PCa death associations than collider bias.

Conclusions: Collider bias alone is unlikely to explain the inverse obesity paradox in (localized) PCa, reinforcing some mechanistic evidence that the observed positive relationship between BMI and PCa death is real, and not a statistical artifact. This finding emphasizes the importance of exploring alternative mechanisms beyond collider bias to better understand the underlying factors driving this paradox.

Place, publisher, year, edition, pages
John Wiley & Sons, 2025
Keywords
body mass index, case-only analysis, collider bias, obesity paradox, prostate cancer, simulation
National Category
Cancer and Oncology
Identifiers
urn:nbn:se:umu:diva-238473 (URN)10.1002/cam4.70871 (DOI)001467733300001 ()40231651 (PubMedID)2-s2.0-105003109077 (Scopus ID)
Funder
Swedish Cancer Society, 20 1033 PjFSwedish Cancer Society, CAN 2017/1019
Available from: 2025-05-08 Created: 2025-05-08 Last updated: 2025-05-08Bibliographically approved
Sun, M., Häggström, C., da Silva, M., Mboya, I. B., Trolle Lagerros, Y., Michaëlsson, K., . . . Fritz, J. (2025). Comparing waist circumference with body mass index on obesity-related cancer risk: a pooled Swedish study. Journal of the National Cancer Institute, 117(10), 1999-2009
Open this publication in new window or tab >>Comparing waist circumference with body mass index on obesity-related cancer risk: a pooled Swedish study
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2025 (English)In: Journal of the National Cancer Institute, ISSN 0027-8874, E-ISSN 1460-2105, Vol. 117, no 10, p. 1999-2009Article in journal (Refereed) Published
Abstract [en]

Background: General adiposity, assessed by body mass index (BMI), is a well-established cancer risk factor. This study compared waist circumference (WC), a measure of abdominal adiposity, with BMI as a risk factor for obesity-related cancers, and assessed whether WC provides additional information beyond BMI.

Methods: We analyzed data from 339 190 individuals in a pooled Swedish cohort with baseline BMI and WC assessments from 1981 to 2019 (61% objectively measured, mean age 51.4 years). Cancer diagnoses were obtained from the Swedish Cancer Register. Hazard ratios (HRs) for WC and BMI were calculated using multivariable-adjusted Cox regression. To account for WC's greater variability, we corrected HRs using regression dilution ratios. To assess WC's additional contribution beyond BMI, we analyzed WC residuals in multivariable, BMI-adjusted models.

Results: During a median follow-up of 13.9 years (interquartile range: 8.0-22.5), 18 185 IARC-established obesity-related cancers were recorded. In men, a 1-standard deviation (SD) increase in WC was associated with a 25% higher risk of obesity-related cancers (HR1-SD = 1.25, 95% CI = 1.21 to 1.30), compared to a 19% increase for BMI (HR1-SD = 1.19, 95% CI = 1.15 to 1.23, P = 0.014 for heterogeneity). Among women, associations were weaker and similar for both WC (HR1-SD = 1.13, 95% CI = 1.11 to 1.16) and BMI (HR1-SD = 1.13, 95% CI = 1.11 to 1.15, P = 0.357 for heterogeneity). Waist circumference residuals were more strongly associated with obesity-related cancer risk in men (HR1-SD = 1.09, 95% CI = 1.06 to 1.12) than in women (HR1-SD = 1.03, 95% CI = 1.02 to 1.05). Including an additional 6893 potential obesity-related cancers yielded similar patterns of associations.

Conclusion(s): Waist circumference is a stronger risk factor than BMI for obesity-related cancer in men, conveying additional risk information, whereas this is less evident in women.

Place, publisher, year, edition, pages
Oxford University Press, 2025
National Category
Cancer and Oncology Nutrition and Dietetics Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-242848 (URN)10.1093/jnci/djaf075 (DOI)001468706000001 ()40156135 (PubMedID)2-s2.0-105018312102 (Scopus ID)
Funder
Swedish Cancer Society, 230633Swedish Research Council, 2021-01934
Available from: 2025-08-08 Created: 2025-08-08 Last updated: 2025-10-20Bibliographically approved
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Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0001-6808-4405

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