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Keywords:

  • pancreatic cancer;
  • survival;
  • allergies;
  • BMI

Abstract

  1. Top of page
  2. Abstract
  3. Material and Methods
  4. Results
  5. Discussion
  6. References

Survival from pancreatic adenocarcinoma remains extremely poor, approximately 5% at 5 years. Risk factors include smoking, high body mass index (BMI), family history of pancreatic cancer, and long-standing diabetes; in contrast, allergies are associated with reduced risk. Little is known about associations between these factors and survival. We analyzed overall survival in relation to risk factors for 475 incident cases who took part in a hospital based case–control study. Analyses were conducted separately for those who did (160) and did not (315) undergo tumor resection. Kaplan-Meier methods were used to describe survival according to smoking, BMI, family history, diabetes, and presence of allergies. Cox proportional hazards models were used to adjust for covariates. There was no association with survival based on smoking, family history, or history of diabetes in either group. Among patients with resection, those with allergies showed nonstatistically significant longer survival, a median of 33.1 months (95% CI: 19.0–52.5) vs. 21.8 months (95% CI: 18.0–33.1), p = 0.25. The adjusted hazard ratio (HR) was 0.72 (95% CI: 0.43–1.23), p = 0.23. Among patients without resection, those with self-reported allergies survived significantly longer than those without allergies: 13.3 months (95% CI: 10.6–16.9) compared to 10.4 months (95% CI: 8.8–11.0), p = 0.04, with an adjusted HR of 0.68 (95% CI: 0.49–0.95), p = 0.02. Obesity was nonsignificantly associated with poorer survival, particularly in the resected group (HR = 1.62, 95% CI: 0.76–3.44). The mechanisms underlying the association between history of allergies and improved survival are unknown. These novel results need to be confirmed in other studies.

Pancreatic adenocarcinoma is the fifth leading cause of cancer mortality. The estimated number of new cases in the US in 2009 is 42,470 and the estimated number of deaths is nearly as high, 35,240.1 The high mortality is due to the advanced disease stage at the time of diagnosis and the limited effectiveness of systemic therapies. Only a small percentage of patients, about 15–20%, have a resectable tumor.2 Five-year survival is approximately 5.5%,3 although recent years have seen a small improvement in 2-year survival from 6.1% in 1973 to 10.2% in 2002. This is thought to be attributable to increased use of resection, improved surgical techniques leading to lower perioperative mortality, and increased use of adjuvant chemotherapy.2, 4 Although resection is the most effective therapy for pancreatic cancer, recurrence and death from disease occur in the vast majority of patients.

Little is known about the relationship between established risk factors for pancreatic cancer and survival. Smoking is associated with about 2- to 3-fold increased risk.5–8 Obesity is also a risk factor, considered “convincing” by the recent World Cancer Research Fund report, based on data from 28 studies.9 Long-standing diabetes5–8, 10 and high plasma glucose concentration without overt diabetes11 have been reported to be positively associated with disease; in addition, new onset diabetes may be an early marker of pancreatic cancer.12–14 Family history increases risk,15 accounts for 4–16% of cases,16 and interacts with smoking.17–19 In contrast, studies have consistently shown reduced risk for pancreatic cancer among individuals with allergies, particularly respiratory allergies.20–23 The mechanisms through which this protective effect works remain unknown.

The purpose of this study was to evaluate the association of established risk factors for pancreatic cancer with outcome. In cases recruited to a case–control study of pancreatic cancer at a large referral center, we investigated the association of smoking history, obesity, diabetes, family history of pancreatic cancer, and allergies on survival, controlling for clinical factors known to influence outcome.

Material and Methods

  1. Top of page
  2. Abstract
  3. Material and Methods
  4. Results
  5. Discussion
  6. References

Study population and data collection

Cases in this analysis came from an ongoing hospital-based case–control study and Familial Pancreatic Cancer Registry at Memorial Sloan-Kettering Cancer Center (MSKCC). Patients were eligible if they were over age 21 years, spoke English, and had pathologically or cytologically confirmed adenocarcinoma of the pancreas. Patients were recruited from the surgical, medical oncology, and gastroenterology clinics at MSKCC when seen for initial diagnosis or follow-up, including postsurgical care or chemotherapy. The 475 patients in this analysis were recruited between April 1, 2004, and May 1, 2008 and consented to the study within 6 months of diagnosis. Among those cases approached and eligible, 77% have enrolled. The study was approved by the MSKCC Institutional Review Board and all enrolled participants signed informed consent.

The study questionnaire was administered by the research study assistant by telephone or in person and covered known and potential risk factors for pancreatic cancer. Detailed smoking history was collected, as well as information about height and weight at different times and history of diabetes. The question on allergies asked the respondent if he or she “ever had allergies to foods, animals, pollen or hay fever, plants such as poison ivy, bee stings, molds, medicine or vaccines.” The interviewer recorded a “yes” or “no” response to this question and those who said “yes” were asked “What are you or have you been allergic to? Anything else?” The question was open ended and there was no restriction on the number or type of allergies patients could name. There was not a specific question on asthma. Detailed family history of cancer was collected in a separate questionnaire.

Statistical analyses

The outcome was overall survival. Because outcome and the clinical factors associated with outcome varied substantially according to whether patients had resection, analyses were conducted separately for patients who underwent resection (n = 160) and those who did not (n = 315). For the resected patients, the baseline from which overall survival was calculated was the date of surgery; for the nonresected patients, the baseline was the date of diagnosis. Patients were followed to date of death or last follow up. The chi-square test was used to examine differences in characteristics between the resected and nonresected cohorts. Chemotherapy treatment was initiated at different times from the baseline; therefore, a landmarked analysis was used in which the start date for calculation of survival was 2 months from the baseline. Eighteen patients from the resected cohort and 37 patients from the nonresected cohort died or were lost to follow-up in that time period and were excluded from analyses of the chemotherapy variable. Patients who did not start chemotherapy within 2 months of the baseline dates were considered not to have had chemotherapy.

Survival probabilities were estimated using Kaplan-Meier methods and strata were compared using the log-rank test. Univariate analyses were conducted to evaluate the association of clinical variables and risk factors with overall survival. Clinical variables included: Eastern Cooperative Oncology Group performance status (>1 vs. ≤1), with higher score representing poorer performance; nodal status (N1 vs. N0) and tumor stage (T3/T4 vs. T1/T2) in the resected patients; metastatic disease in the nonresected patients [metastasis (M1) vs. no metastasis (M0)]; and chemotherapy at 2 months after baseline (yes/no). Risk factors included age, gender, smoking history (never, past, current, with current smokers including those who smoked within the year before diagnosis), body mass index [BMI, weight (kg)/height (m2) based on usual adult weight, classified as normal (<25), overweight (25 to <30), and obese (≥30)], diabetes diagnosed ≥3 years before the pancreatic cancer diagnosis (yes/no), family history of pancreatic cancer (any first-degree relative vs. none), history of any allergies (yes/no) and history of hay fever, seasonal allergies, or allergies to grass or pollen (yes/no; i.e., any mention of these or similar allergies), and history of allergy to medications (yes/no; i.e., mention of allergy to any medication). Presence of any allergies, BMI, and those variables that were significant in the univariate analyses were included in Cox regression models to adjust for covariates. In separate models, allergies to medications or hay fever were included with the same covariates, excluding the presence of any allergies. SAS 9.2 was used for all analyses.

Results

  1. Top of page
  2. Abstract
  3. Material and Methods
  4. Results
  5. Discussion
  6. References

As shown in Table 1, the mean age of patients in this study was 64 and 52% were male. They were primarily Caucasian (88%) and Catholic (45%). Fifty-three percent had ever smoked cigarettes and 12% were current smokers. Forty-three percent were overweight and 23% were obese; 10% had diabetes diagnosed at least 3 years before the pancreatic cancer diagnosis. Ten percent reported a first-degree relative with pancreatic cancer, with resected patients more likely than nonresected patients to report this family history (15% vs. 8%, p = 0.02). Allergies were reported by 52%. Most patients had high-performance status (≤1). Among the resected cohort, two-thirds had positive lymph nodes and 91% had tumors classified as T3/T4. Among the nonresected cohort, 56% had metastatic disease. Seventy-seven percent received chemotherapy 2 months after baseline, including 63% of the resected and 85% of the nonresected patients.

Table 1. Patient characteristics
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Figure 1 shows survival in the resected cohort according to the presence or absence of allergies: median survival for those with allergies was 33.1 months (95% CI: 19.0–52.5) compared to 21.8 months (95% CI: 18.0–33.1) for those without allergies (p = 0.25). In univariate analyses for the resected cohort (Table 2), there was no statistically significant association with survival based on any of the risk factor variables studied. The hazard ratio (HR) for allergies showed reduced risk (HR = 0.74, 95% CI: 0.45–1.23); there was also reduced risk associated with allergies to medications (HR = 0.62, 95% CI: 0.32–1.23), while hay fever was not related to risk. Increased risk was found for those who were obese (HR = 1.56, 95% CI: 0.75–3.23). The only factors significantly related to survival were the presence of positive lymph nodes (HR = 2.36, 95% CI: 1.31–4.25) and tumor stage (HR = 4.39, 95% CI: 1.07–18.0). When the presence of any allergy, BMI, nodal status, and tumor stage were included in the same model, there was little change in the HRs for allergies or BMI. Nodal status and tumor stage remained associated with overall survival although stage was not statistically significant. In separate multivariate analyses for allergies to medications and hay fever, results were similar to those reported above: for allergies to medications, HR = 0.66 (95% CI: 0.33–1.31); for hay fever, HR = 1.20 (95% CI: 0.65–2.22) (data not shown in tables).

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Figure 1. Overall survival of patients with resection according to presence of allergies.

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Table 2. Factors related to survival from pancreatic cancer, resected patients
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For the nonresected cohort, median survival for those with allergies was 13.3 months (95% CI: 10.6–16.9), compared to 10.4 months (95% CI: 8.8–11.0) for those without allergies, p = 0.04 (Fig. 2). In univariate analysis (Table 3), a lower HR was observed for those with any allergies (HR = 0.75, 95% CI: 0.57–0.99) with little influence apparent for either allergies to medications (HR = 0.81, 95% CI: 0.58–1.13) or hay fever (HR = 0.84, 95% CI: 0.60–1.18). Obesity (HR = 1.17, 95% CI: 0.82–1.68) and other risk factors did not influence survival. Poor performance status and the presence of metastases were associated with poorer survival: HR = 2.93 (95% CI: 1.73–4.96) and HR 2.11 (95% CI: 1.49–3.00), respectively. Having chemotherapy was associated with longer survival (HR = 0.66, 95% CI: 0.47–0.94). In multivariate Cox regression models, results for both allergies and obesity were slightly strengthened. The HR for allergies was 0.68 (95% CI: 0.49–0.95), while that for obesity was 1.38 (95% CI: 0.90–2.11). In separate analyses for allergies to medications and hay fever, the adjusted HR for those allergic to medications was 0.68 (95% CI: 0.45–1.04), while for hay fever HR = 0.88 (95% CI: 0.59–1.31) (data not shown in tables).

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Figure 2. Overall survival of patients without resection according to presence of allergies.

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Table 3. Factors related to survival from pancreatic cancer, nonresected patients
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Discussion

  1. Top of page
  2. Abstract
  3. Material and Methods
  4. Results
  5. Discussion
  6. References

Among patients with pancreatic cancer who did not undergo resection, we found significantly improved survival for those who reported a history of allergies compared to those without allergies. Among those who underwent resection, survival was more favorable for those with allergies, although this difference was not statistically significant. As the HR associated with allergies was similar for the two groups, it is likely that the lack of statistical significance for the resected group was related to the smaller sample size. Post-hoc power calculations indicate that power to detect the differences observed was <30% in the resected patients. To our knowledge, our study is the first analysis of survival of pancreatic cancer in relation to allergies. Pompei et al.24 found higher probability of cure and lower disease progression and longer survival in 92 patients with various types of cancer who had allergies compared to 182 without allergies; none of the 16 pancreatic cancer patients in that study had allergies, so comparisons could not be made in these patients.

The association of allergies with reduced risk of developing pancreatic cancer is well established. A recent review and meta-analysis of 14 studies21 conducted from the 1970s to the 1990s showed an overall odds ratio (OR) of 0.82 (95% CI: 0.68–0.99) for the presence of any allergies, and a stronger effect (OR = 0.75, 95% CI: 0.65–0.87) in the studies that adjusted for smoking. Reduced risk is most consistently associated with respiratory allergies, such hay fever and allergies to grass, pollen and plants.20, 22, 25–30 Studies examining risk of pancreatic cancer in relation to medications have shown inconsistent results,22, 29, 31, 32 probably reflecting different patterns of medication usage in different times and locations. The present analysis indicated that allergies to medications appear to be associated with survival, while hay fever was not. Among our patients with allergies to medications, about two-thirds were allergic to antibiotics and about one-quarter allergic to pain medications (data not shown). Larger studies are needed to examine this further. The number of patients with other specific allergies was too small for meaningful analysis.

Although our results for the association between obesity and survival in patients with pancreatic cancer did not reach statistical significance, they are consistent with other studies. A recently reported hospital based epidemiologic study has shown that high BMI, and particularly obesity, in adulthood and the year before diagnosis is associated with poorer survival.33 A second study in a similar setting found poorer survival for patients with usual adult BMI ≥ 35.34 Increased risk of death in resected patients with BMI > 35 at the time of referral was also noted in a record-based study.35 The observed HRs in our study, particularly in the resected cohort, are fairly similar to those found in other studies and point to a potential increase in risk of mortality among heavier patients. As noted above, reduced power in the resected cohort affects our ability to reach statistical significance. Our results are also consistent in finding stronger associations between BMI and survival among those with resection. In an earlier study at our institution, we noted increased complications among resected patients with generalized obesity and visceral fat.36 Further examination of the association of obesity with outcomes in patients with pancreatic cancer is warranted. Other studies in a population similar to ours have found, as we have, no difference in survival according to age, race, sex or smoking.37

The mechanisms underlying a possible protective effect of allergies in cancer patients are unclear. Immune defense against tumors involves a number of different cell types, including CD8+ T cells (cytotoxic T lymphocytes) and CD4+ T cells (helper cells) from the adaptive immune system. In pancreatic cancer, presence of both these cells types among tumor-infiltrating lymphocytes appears to be important for survival.38 The presence of allergies is associated with 1 subset of CD4+T cells: when sensitive individuals are exposed to environmental allergens, CD4+T cells differentiate into T helper type 2 (Th2) effector cells, rather than T helper type 1 (Th1) cells, the dominant type in nonatopic individuals. These two subgroups release different groups of cytokines: Th1 cells produce primarily IFN-γ, while Th2 cells produce primarily IL-4. In the presence of IL-4, B cells switch to production of IgE antibodies rather than IgG or IgA antibodies. IgE itself is a potential factor in cytotoxicity towards tumors. In a small in vitro study,39 Fu et al. found that whole serum from patients with pancreatic cancer resulted in antibody-dependent cell-mediated cytotoxicity which was reduced when IgE was depleted. These findings are consistent with studies in a mouse model of ovarian cancer.40, 41 In glioma, another tumor for which self-reported allergies are consistently associated with reduced risk,42–45 total serum IgE was strongly related to survival.46 This aspect of immunity is addressed by the emerging field of allergo-oncology.47

Another potentially important factor in host immune defense against tumors is the production of T regulatory cells (Tregs) by tumors. Tregs secrete immunosuppressive cytokines and suppress cytotoxic T lymphocytes, thereby protecting tumors from attack. It has been observed that immunosuppressive Tregs are elevated in peripheral blood cells of patients with pancreatic cancer48, 49 and that depletion of Tregs in a mouse model of pancreatic cancer led to stronger immune response.50 In a genetic mouse model with a mutation in codon 12 of kras, mimicking the majority of human pancreatic tumors, the immune response is dominated by immunosuppressive cells, including Tregs, that are likely to suppress tumor infiltrating effector T cells.51 This was observed at both preinvasive and later stages of tumor growth. In addition, there is a strong desmoplastic response in pancreatic cancer, resulting in cytotoxic T cells' being trapped in the stroma and isolated from the tumor.52, 53 We can speculate that these failures of the usual immune response to pancreatic tumors may allow for a role for other immune mechanisms, such as those represented by the IgE/Th2 pathway.

Strengths of our study include the availability of extensive epidemiologic and clinical data on our patients. Prevalence of allergies was high in our population, with about half the patients reporting some allergy, and it is possible that some reported allergies have other types of causes. Published reports from case–control studies of allergy and risk show a wide range in prevalence of allergies,20–22 attributable to several factors. There has been a well-documented increase in prevalence of allergies in western countries.54–59 The studies covered different populations (Europe, Asia, various regions in North America), so that both environmental exposures and genetic background of the population are likely to be different. In addition, the specific questions asked about allergies differed among studies.

Our patient population is not typical, since a larger proportion (34%) were resected than among most patients with pancreatic cancer and overall survival is longer than expected, even in the nonresected patients. This reflects selection of a specialized tertiary-case institution such as ours by patients with treatable disease and the bias towards longer term survivors in all case–control studies of pancreatic cancer. These factors are similar in other epidemiologic studies of survival in relation to patient characteristics.33, 35, 37 Among eligible patients who were approached for this study, those who were aged >70 years were more likely to refuse to participate, particularly among the women (data not shown). We did not ascertain cause of death, so it is possible that for some patients who died, there was a cause other than pancreatic cancer. Further, it is possible that there were differences between in-person and telephone interviews in the health of the respondents and likelihood of recalling allergies, which could have led to biased results; since we did not record the interview method, we were unable to evaluate this possibility.

In conclusion, the very poor outcome for pancreatic cancer and the possibility of new therapeutic avenues raised by the findings on allergies suggest that this is a promising area for future research. Such research should be directed towards further prospective studies to evaluate associations of allergies with survival to replicate these results, and mechanistic studies to help explain the biologic basis of these observations. Our results for the association of obesity with survival support those of other investigators, and indicate the importance of continuing work in this area as well to understand the mechanisms involved.

References

  1. Top of page
  2. Abstract
  3. Material and Methods
  4. Results
  5. Discussion
  6. References
  • 1
    American Cancer Society. Cancer Facts and Figures 2009. Atlanta: American Cancer Society, 2009.
  • 2
    Riall TS, Nealon WH, Goodwin JS, Zhang D, Kuo Y-F, Townsend CM, Freeman JL. Pancreatic cancer in the general population: improvements in survival over the last decade. J Gastrointest Surg 2006; 10: 121223; discussion 23.
  • 3
    Horner MJ, Ries LAG, Krapcho M, Neyman N, Aminou R, Howlader N, Altekruse SF, Feuer EJ, Huang L, Mariotto A, Miller BA, Lewis DR, et al. SEER cancer statistics review 1975–2006, 2009.
  • 4
    Winter JM, Cameron JL, Campbell KA, Arnold MA, Chang DC, Coleman J, Hodgin MB, Sauter PK, Hruban RH, Riall TS, Schulick RD, Choti MA, et al. 1423 pancreaticoduodenectomies for pancreatic cancer: a single-institution experience. J Gastrointest Surg 2006; 10: 1199210; discussion 210.
  • 5
    Ansary-Moghaddam A, Huxley R, Barzi F, Lawes C, Ohkubo T, Fang X, Jee SH, Woodward M. The effect of modifiable risk factors on pancreatic cancer mortality in populations of the Asia-Pacific region. Cancer Epidemiol Biomarkers Prev 2006; 15: 243540.
  • 6
    Ghadirian P, Lynch H, Krewski D. Epidemiology of pancreatic cancer: an overview. Cancer Detect Prev 2003; 27: 8793.
  • 7
    Lowenfels AB, Maisonneuve P. Epidemiology and prevention of pancreatic cancer. Jpn J Clin Oncol 2004; 34: 23844.
  • 8
    Yun JE, Jo I, Park J, Kim MT, Ryu HG, Odongua N, Kim EY, SH J. Cigarette smoking, elevated fasting serum glucose, and risk of pancreatic cancer in Korean men. Int J Cancer 2006; 119: 20812.
  • 9
    WCRF. Food, nutrition and the prevention of cancer: a global perspective. Washington, DC: World Cancer Research Fund/American Cancer Institute for Cancer Research, 2007.
  • 10
    Anderson KE, Mack TM, Silverman DT. Cancer of the pancreas. In: SchottenfeldD, FraumeniJF,Jr, eds. Cancer Epidemiology and Prevention. New York: Oxford University Press, 2006.
  • 11
    Gapstur S, Gann PH, Lowe W, Liu K, Colangelo L, Dyer A. Abnormal glucose metabolism and pancreatic cancer mortality. JAMA 2000; 283: 25528.
  • 12
    Chari ST, Leibson CL, Rabe KG, Ransom J, de Andrade M, Petersen GM. Probability of pancreatic cancer following diabetes: a population-based study. Gastroenterology 2005; 129: 50411.
  • 13
    Wang F, Gupta S, Holly EA. Diabetes mellitus and pancreatic cancer in a population-based case–control study in the San Francisco Bay Area. Calif Cancer Epidemiol Biomarkers Prev 2006; 15: 145863.
  • 14
    Pannala R, Leibson CL, Rabe KG, Timmons LJ, Ransom J, de Andrade M, Petersen GM, Chari ST. Temporal association of changes in fasting blood glucose and body mass index with diagnosis of pancreatic cancer. Am J Gastroenterol 2009; 104: 231825.
  • 15
    Fernandez E, La Vecchia C, D'Avanzo B, Negri E, Franceschi S. Family history and the risk of liver, gallbladder, and pancreatic cancer. Cancer Epidemiol Biomarkers Prev 1994; 3: 20912.
  • 16
    Klein AP, Hruban RH, Brune KA, Petersen GM, Goggins M. Familial pancreatic cancer. Cancer J 2001; 7: 26673.
  • 17
    Schenk M, Schwartz AG, O'Neal E, Kinnard M, Greenson JK, Fryzek JP, Ying GS, Garabrant DH. Familial risk of pancreatic cancer. J Natl Cancer Inst 2001; 93: 6404.
  • 18
    Rulyak SJ, Lowenfels AB, Maisonneuve P, Brentnall TA. Risk factors for the development of pancreatic cancer in familial pancreatic cancer kindreds. Gastroenterology 2003; 124: 12929.
  • 19
    Klein AP, Brune KA, Petersen GM, Goggins M, Tersmette AC, Offerhaus GJA, Griffin C, Cameron J, Yeo CJ, Kern S, Hruban RH. Prospective risk of pancreatic cancer in familial pancreatic cancer kindreds. Cancer Res 2004; 64: 26348.
  • 20
    Eppel A, Cotterchio M, Gallinger S. Allergies are associated with reduced pancreas cancer risk: a population-based case–control study in Ontario. Can Int J Cancer 2007; 121: 22415.
  • 21
    Gandini S, Lowenfels AB, Jaffee EM, Armstrong TD, Maisonneuve P. Allergies and the risk of pancreatic cancer: a meta-analysis with review of epidemiology and biological mechanisms. Cancer Epidemiol Biomarkers Prev 2005; 14: 190816.
  • 22
    Olson SH, Orlow I, Simon J, Tommasi D, Roy P, Bayuga S, Ludwig E, Zauber AG, Kurtz RC. Allergies, variants in IL-4 and IL-4R alpha genes, and risk of pancreatic cancer. Cancer Detect Prev 2007; 31: 34551.
  • 23
    Turner MC, Chen Y, Krewski D, Ghadirian P. An overview of the association between allergy and cancer. Int J Cancer 2006; 118: 312432.
  • 24
    Pompei R, Lampis G, Ingianni A, Nonnis D, Ionta MT, Massidda B. Allergy and tumour outcome after primary cancer therapy. Int Arch Allergy Immunol 2004; 133: 1748.
  • 25
    Mack TM, Yu MC, Hanisch R, Henderson BE. Pancreas cancer and smoking, beverage consumption, and past medical history. J Natl Cancer Inst 1986; 76: 4960.
  • 26
    Mills PK, Beeson LW, Abbey DE, Fraser GE, Phillips R. Dietary habits and past medical history as related to fatal pancreas cancer risk among Adventists. Cancer 1988; 61: 257885.
  • 27
    Farrow DC, Davis S. Risk of pancreatic cancer in relation to medical history and the use of tobacco, alcohol and coffee. Int J Cancer 1990; 45: 81620.
  • 28
    Jain M, Howe GR, St Louis P, Miller AB. Coffee and alcohol as determinants of risk of pancreas cancer: a case–control study from Toronto. Int J Cancer 1991; 47: 3849.
  • 29
    Silverman DT, Schiffman M, Everhart J, Goldstein A, Lillemoe KD, Swanson GM, Schwartz AG, Brown LM, Greenberg RS, Schoenberg JM, Pottern LM, Hoover RD, et al. Diabetes mellitus, other medical conditions and familial history of cancer as risk factors for pancreatic cancer. Br J Cancer 1999; 80: 183037.
  • 30
    Holly EA, Eberle CA, Bracci PM. Prior history of allergies and pancreatic cancer in the San Francisco Bay area. Am J Epidemiol 2003; 158: 43241.
  • 31
    Dai Q, Zheng W, Ji BT, Shu XO, Jin F, Zhu JL, Gao YT. Prior immunity-related medical conditions and pancreatic-cancer risk in Shanghai. Int J Cancer 1995; 63: 33740.
  • 32
    La Vecchia C, Negri E, D'Avanzo B, Ferranroni M, Gramenzi A, Savoldelli R, Boyle P, Franceschi S. Medical history, diet and pancreatic cancer. Oncology 1990; 47: 46366.
  • 33
    Li D, Morris JS, Liu J, Hassan MM, Day RS, Bondy ML, Abbruzzese JL. Body mass index and risk, age of onset, and survival in patients with pancreatic cancer. JAMA 2009; 301: 255362.
  • 34
    McWilliams RR, Bamlet WR, Matsumoto ME, Petersen GM, Halfdanarson TR. Correlation of high usual adult body mass index with survival in pancreatic adenocarcinoma. Gastrointestinal Cancers Symposium, San Francisco, CA, 2009.
  • 35
    Fleming JB, Gonzalez RJ, Petzel MQ, Lin E, Morris JS, Gomez H, Lee JE, Crane CH, Pisters PW, Evans DB. Influence of obesity on cancer-related outcomes after pancreatectomy to treat pancreatic adenocarcinoma. Arch Surg 2009; 144: 21621.
  • 36
    House MG, Fong Y, Arnaoutakis DJ, Sharma R, Winston CB, Protic M, Gonen M, Olson SH, Kurtz RC, Brennan MF, Allen PJ. Preoperative predictors for complications after pancreaticoduodenectomy: impact of BMI and body fat distribution. J Gastrointest Surg 2008; 12: 2708.
  • 37
    Li D, Li Y, Jiao L, Chang DZ, Beinart G, Wolff RA, Evans DB, Hassan MM, Abbruzzese JL. Effects of base excision repair gene polymorphisms on pancreatic cancer survival. Int J Cancer 2007; 120: 174854.
  • 38
    Fukunaga A, Miyamoto M, Cho Y, Murakami S, Kawarada Y, Oshikiri T, Kato K, Kurokawa T, Suzuoki M, Nakakubo Y, Hiraoka K, Itoh T, et al. CD8+ tumor-infiltrating lymphocytes together with CD4+ tumor-infiltrating lymphocytes and dendritic cells improve the prognosis of patients with pancreatic adenocarcinoma. Pancreas 2004; 28: e2631.
  • 39
    Fu SL, Pierre J, Smith-Norowitz TA, Hagler M, Bowne W, Pincus MR, Mueller CM, Zenilman ME, Bluth MH. Immunoglobulin E antibodies from pancreatic cancer patients mediate antibody-dependent cell-mediated cytotoxicity against pancreatic cancer cells. Clin Exp Immunol 2008; 153: 4019.
  • 40
    Gould HJ, Mackay GA, Karagiannis SN, O'Toole CM, Marsh PJ, Daniel BE, Coney LR, Zurawski VR, Jr, Joseph M, Capron M, Gilbert M, Murphy GF, et al. Comparison of IgE and IgG antibody-dependent cytotoxicity in vitro and in a SCID mouse xenograft model of ovarian carcinoma. Eur J Immunol 1999; 29: 352737.
  • 41
    Karagiannis SN, Wang Q, East N, Burke F, Riffard S, Bracher MG, Thompson RG, Durham SR, Schwartz LB, Balkwill FR, Gould HJ. Activity of human monocytes in IgE antibody-dependent surveillance and killing of ovarian tumor cells. Eur J Immunol 2003; 33: 103040.
  • 42
    Brenner AV, Linet MS, Fine HA, Shapiro WR, Selker RG, Black PM, Inskip PD. History of allergies and autoimmune diseases and risk of brain tumors in adults. Int J Cancer 2002; 99: 2529.
  • 43
    Schlehofer B, Blettner M, Preston-Martin S, Niehoff D, Wahrendorf J, Arslan A, Ahlbom A, Choi WN, Giles GG, Howe GR, Little J, Menegoz F, et al. Role of medical history in brain tumour development. Results from the international adult brain tumour study. Int J Cancer 1999; 82: 15560.
  • 44
    Schoemaker MJ, Swerdlow AJ, Hepworth SJ, McKinney PA, van Tongeren M, Muir KR. History of allergies and risk of glioma in adults. Int J Cancer 2006; 119: 216572.
  • 45
    Wiemels JL, Wiencke JK, Sison JD, Miike R, McMillan A, Wrensch M. History of allergies among adults with glioma and controls. Int J Cancer 2002; 98: 60915.
  • 46
    Wrensch M, Wiencke JK, Wiemels J, Miike R, Patoka J, Moghadassi M, McMillan A, Kelsey KT, Aldape K, Lamborn KR, Parsa AT, Sison JD, et al. Serum IgE, tumor epidermal growth factor receptor expression, and inherited polymorphisms associated with glioma survival. Cancer Res 2006; 66: 453141.
  • 47
    Jensen-Jarolim E, Achatz G, Turner MC, Karagiannis S, Legrand F, Capron M, Penichet ML, Rodriguez JA, Siccardi AG, Vangelista L, Riemer AB, Gould H. AllergoOncology: the role of IgE-mediated allergy in cancer. Allergy 2008; 63: 125566.
  • 48
    Liyanage UK, Moore TT, Joo HG, Tanaka Y, Herrmann V, Doherty G, Drebin JA, Strasberg SM, Eberlein TJ, Goedegebuure PS, Linehan DC. Prevalence of regulatory T cells is increased in peripheral blood and tumor microenvironment of patients with pancreas or breast adenocarcinoma. J Immunol 2002; 169: 275661.
  • 49
    Wolf AM, Wolf D, Steurer M, Gastl G, Gunsilius E, Grubeck-Loebenstein B. Increase of regulatory T cells in the peripheral blood of cancer patients. Clin Cancer Res 2003; 9: 60612.
  • 50
    Viehl CT, Moore TT, Liyanage UK, Frey DM, Ehlers JP, Eberlein TJ, Goedegebuure PS, Linehan DC. Depletion of CD4+CD25+ regulatory T cells promotes a tumor-specific immune response in pancreas cancer-bearing mice. Ann Surg Oncol 2006; 13: 12528.
  • 51
    Clark CE, Hingorani SR, Mick R, Combs C, Tuveson DA, Vonderheide RH. Dynamics of the immune reaction to pancreatic cancer from inception to invasion. Cancer Res 2007; 67: 951827.
  • 52
    Ademmer K, Ebert M, Muller-Ostermeyer F, Friess H, Buchler MW, Schubert W, Malfertheiner P. Effector T lymphocyte subsets in human pancreatic cancer: detection of CD8+CD18+ cells and CD8+CD103+ cells by multi-epitope imaging. Clin Exp Immunol 1998; 112: 216.
  • 53
    von Bernstorff W, Voss M, Freichel S, Schmid A, Vogel I, Johnk C, Henne-Bruns D, Kremer B, Kalthoff H. Systemic and local immunosuppression in pancreatic cancer patients. Clin Cancer Res 2001; 7: 925s32s.
  • 54
    Arbes SJ, Jr, Gergen PJ, Elliott L, Zeldin DC. Prevalences of positive skin test responses to 10 common allergens in the US population: results from the third National Health and Nutrition Examination Survey. J Allergy Clin Immunol 2005; 116: 37783.
  • 55
    Law M, Morris JK, Wald N, Luczynska C, Burney P. Changes in atopy over a quarter of a century, based on cross sectional data at three time periods. BMJ 2005; 330: 11878.
  • 56
    Linneberg A, Nielsen NH, Madsen F, Frolund L, Dirksen A, Jorgensen T. Increasing prevalence of specific IgE to aeroallergens in an adult population: two cross-sectional surveys 8 years apart: the Copenhagen Allergy Study. J Allergy Clin Immunol 2000; 106: 24752.
  • 57
    Linneberg A, Nielsen NH, Madsen F, Frolund L, Dirksen A, Jorgensen T. Smoking and the development of allergic sensitization to aeroallergens in adults: a prospective population-based study. The Copenhagen Allergy Study. Allergy 2001; 56: 32832.
  • 58
    Verlato G, Corsico A, Villani S, Cerveri I, Migliore E, Accordini S, Carolei A, Piccioni P, Bugiani M, Lo Cascio V, Marinoni A, Poli A, et al. Is the prevalence of adult asthma and allergic rhinitis still increasing? Results of an Italian study. J Allergy Clin Immunol 2003; 111: 12328.
  • 59
    Latvala J, von Hertzen L, Lindholm H, Haahtela T. Trends in prevalence of asthma and allergy in Finnish young men: nationwide study, 1966–2003. BMJ 2005; 330: 11867.