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Survival patterns among younger women with breast cancer: the effects of age, race, stage, and treatment.

Several hundred studies of breast cancer survival are published each year; yet few of them include women under the age of 50, and almost none of them specifically examine prognosis among women in their 20s through 40s. The few published reports that analyze survival after breast cancer among these young patients do not provide a consistent or definitive description of their survival experience. The National Cancer Institute's Surveillance, Epidemiology, and End Results (SEER) Program offers a unique opportunity to analyze breast cancer survival in depth among younger women. In this report, survival patterns of all black and white women diagnosed with breast cancer between 1983 and 1989, aged 20 and older, microscopically confirmed, and undergoing surgery, in the SEER program have been analyzed. There are 77,368 women included in this study, 92.8% of whom were white. Less than 1% (562 patients) of these breast cancer patients were between the ages of 20 and 29, 6.5% (5062 patients) were 30-39, and 15.2% (11,789 patients) were 40-49. Survival was calculated utilizing a mixture model to evaluate the cause-specific hazards of dying of breast cancer versus dying of other causes of death. We investigated the hazard of dying of breast cancer versus other causes of death by age at diagnosis, year of diagnosis, extent of disease and diagnosis, and treatment. Stage was stratified into three categories: 1) cases with no axillary lymph node involvement, 2) cases with axillary lymph node involvement, and 3) cases with distant metastases.(ABSTRACT TRUNCATED AT 250 WORDS)

Adult↗

Advanced stage at diagnosis: an explanation for higher than expected cancer death rates in Louisiana?

Data from the Louisiana Tumor Registry, Louisiana Vital Statistics Division, and the SEER program of the National Cancer Institute were explored to evaluate reasons for elevated cancer death rates in the absence of elevated cancer incidence in Louisiana. The results indicate that cancer patients in South Louisiana are more likely to be diagnosed with advanced stage disease than SEER patients. The Louisiana-SEER differences are greater for blacks than whites, and black patients are more likely to have advanced stage cancer than whites in Louisiana as well as in the SEER program. Of particular interest and concern is the finding that the increased risk of advanced stage disease in Louisiana is significant for cancers which can be detected early and, if so, effectively treated: colon, breast, and cervix. The findings reinforce the need for cancer control programs.

Adult↗

Rapidly increasing incidence of ocular non-hodgkin lymphoma.

A recent report suggesting that ocular adnexal non-Hodgkin lymphoma (NHL) may be related to Chlamydia psittaci infection underscores the need for reliable epidemiologic data for this malignancy. We examined population-based incidence data from the Surveillance, Epidemiology, and End Results (SEER) Program. During 1992-2001 in the 12 SEER areas, ocular (i.e., eye and adnexa) NHL rates per 100,000 person-years for both sexes were highest among Asians/Pacific Islanders, lower in whites, and lower still in blacks. Incidence increased with advancing age and showed little difference by sex, in contrast to other (extranodal and nodal) NHLs, which occurred predominantly in males. From 1975-2001, there was a rapid and steady increase in incidence of ocular NHL, with annual increases of 6.2% and 6.5% among white males and females, respectively, with no evidence of peaking. By contrast, other NHLs showed evidence of peaking in recent years. The distinctive patterns of ocular NHL call for further studies to identify risk factors and mechanisms, including the potential role of C. psittaci or other infections.

Adult↗

The role of increasing detection in the rising incidence of prostate cancer.

OBJECTIVE: To assess the reasons for the dramatic surge in prostate cancer incidence from 1986 to 1991. DESIGN: Population-based study of incidence rates and procedures used to detect and diagnose prostate cancer derived from Medicare claims data and the National Cancer Institute's Surveillance, Epidemiology, and End Results (SEER) program from 1986 to 1991. SETTING: Four SEER areas (Connecticut; Atlanta, Ga; Detroit, Mich; and Seattle--Puget Sound, Wash) covering approximately 6% of the US population. PARTICIPANTS: A 5% random sample of male fee-for-service Medicare beneficiaries aged 65 years and older without cancer, and all men with prostate cancer diagnosed at 65 years of age and older residing in the four areas. MAIN OUTCOME MEASURES: The age-adjusted rates of prostate cancer incidence, prostate needle biopsy, transurethral resection of the prostate, serum prostate-specific antigen (PSA) testing, and transrectal ultrasound. RESULTS: The age-adjusted incidence rate of prostate cancer among men aged 65 years and older in the four SEER areas rose 82% from 1986 to 1991, with the largest annual increases occurring in 1990 (20%) and 1991 (19%). Prostate needle biopsy rates increased while the use of transurethral resection of the prostate declined from 1986 to 1991. The rising needle biopsy rate has been driven by an exponential increase in PSA testing in the general population from 1988 to 1991 and, to a much lesser extent, the increasing use of transrectal ultrasound since 1986. The use of PSA or transrectal ultrasound has increased across age and race groups and in different geographic areas. However, there remain wide geographic variations in the use of PSA screening. CONCLUSIONS: The recent dramatic epidemic of prostate cancer is likely the result of the increasing detection of tumors resulting from increased PSA screening. The magnitude and rapidity of the incidence rise suggest that changes in the intensity of medical surveillance is the most plausible explanation for this trend. IMPLICATIONS: The rapid diffusion of screening interventions that have the ability to detect latent asymptomatic disease leads to important concerns regarding costs and patient quality of life for men aged 65 years and older. Geographic variability in the adoption of PSA testing underscores uncertainty and disagreement about its value for reducing prostate cancer mortality. More research is required to determine the effectiveness of screening for prostate cancer.

Age Distribution↗

Cancer trends in a population at risk of acquired immunodeficiency syndrome.

Recent case reports have suggested that the acquired immunodeficiency syndrome (AIDS) may be associated with cancers other than Kaposi's sarcoma (KS). We have used the population-based registries of the Surveillance, Epidemiology, and End Results (SEER) Program to examine these relationships on a statistical basis by comparing the morbidity odds ratio (OR) and 95% confidence interval (CI) for specific cancer sites in pre- and post-AIDS time periods. Among never-married 20- to 49-year-old men, a surrogate group representing homosexual men, significant increases in the morbidity OR's for KS between 1973-80 and 1981-82 were apparent in the San Francisco standard metropolitan statistical area (OR: 51.8; CI: 18.6-143.6) and in other areas covered by the SEER Program (OR: 18.6; CI: 2.2-154.5). Furthermore, a significant increase was found in the morbidity OR for Burkitt-like lymphoma in the San Francisco metropolitan area (OR: 9.1; CI: 1.8-45.6). In San Francisco County (which includes the City of San Francisco), there was a 2,043-fold increase in the morbidity OR for KS and a fivefold increase for Burkitt-like lymphomas, but there were no significant changes for other cancers between 1973-79 and 1982. Similarly, no significant changes in morbidity OR's were observed for other cancers in the remaining SEER registries. These findings provided statistical support for the excess risk of Burkitt-like lymphoma in a group at risk of AIDS.

Acquired Immunodeficiency Syndrome↗

Is brain cancer mortality increasing in industrial countries?

This paper analyzes age-specific trends in brain and other central nervous system cancer mortality from 1968 to 1987 in several major industrial countries. It also examines changes in the use of diagnostic confirmation technology and trends in incidence in the U.S. National Cancer Institute, Surveillance, Epidemiology, and End Results (SEER) program from 1973 to 1987 to estimate the influence of diagnostic factors on recent mortality trends. Other sources of error have not been evaluated in this paper. Age-specific analyses of brain and other nervous system cancer mortality show drastic increases in persons ages 75-84 and consistent increases in younger age groups in most countries, although mortality declined in the U.S. in persons 0-24 by 2% annually. In the SEER program, brain cancer incidence increased significantly by 2%, 1%, and 5% annually in persons aged 0-44, 65-74, and 75-84, respectively. Throughout this time period, microscopic or radiographic confirmation occurred in at least 96% of all incident cases of brain and other central nervous system cancers diagnosed before death, with older persons receiving consistently more radiographic tests than younger persons. Changes in diagnoses across populations and over time are unlikely to account completely for these increasing trends which are occurring simultaneously in both males and females in major industrial countries. Additional studies need to be conducted, to exclude artifacts, to assist health care planners in anticipating treatment demands, and to detect preventable causes of these changing trends.

Adult↗

Changing incidence of non-Hodgkin lymphomas in the United States.

BACKGROUND: The incidence of non-Hodgkin lymphoma (NHL) has been rising in many regions and populations during the last few decades. Data from the Surveillance, Epidemiology, and End Results (SEER) Program show that age-adjusted rates of NHL increased through the 1980s but leveled off in the 1990s. METHODS: To determine whether the incidence of NHL stabilized in all population subgroups, particularly in age-defined groups with distinctive risks of NHL, the authors investigated trends in NHL incidence among persons aged 0-14 years, 15-24 years, 25-34 years, 35-44 years, 45-54 years, 55-64 years, 65-74 years, and > 75 years by gender and race using 1973-1998 data from the SEER Program, which covered approximately 10% of the U.S. population. Joinpoint regression was used to assess changes in trends across the period. RESULTS: NHL incidence trends changed significantly among males aged 25-54 years, in whom rates began to decrease (6-16% per year) in the middle to late 1990s, as well as among most whites aged > or = 55 years, in whom rate increases slowed from 3-4% to 1-2% per year in the late 1980s. Incidence trends were steady in other groups, with uniform increases among whites aged 15-24 years (2-3% per year), women aged 25-54 years (1-6% per year), and blacks aged > or = 55 years (2-4% per year). Although recent age specific incidence rates were generally higher in males compared with females and in whites compared with blacks, among males aged 25-54 years, rates were significantly higher in black males compared with white males. CONCLUSIONS: There have been changes in the demographic groups impacted by NHL. The trends for human immunodeficiency virus probably are related to recent decreases in NHL incidence among males aged 25-54 years. The rate change in the older white population is unexplained but represents both an alleviation of the burden of NHL in this population and a potential opportunity to generate hypotheses regarding risk factors for the development of NHL.

Adolescent↗

Gynecologic malignancies in women aged less than 25 years.

OBJECTIVE: To describe the epidemiologic characteristics of gynecologic malignancies in patients 25 years of age or younger. METHODS: The Automated Central Tumor Registry (ACTUR), the cancer registry for the Department of Defense, was used to identify children, adolescents, and young adults diagnosed with gynecologic malignancies. Specifically, primary ovarian, uterine, cervical, vaginal, and vulvar malignancies diagnosed between 1990 and 2002 were included in the analysis. Data from the Department of Defense tumor registry were then compared with results obtained from the national Surveillance, Epidemiology, and End Report (SEER) program database. RESULTS: Two hundred fifty-one cases were identified in the Department of Defense tumor registry. The most common primary site was ovary, with 116 cases (46%), followed by cervix, with 108 cases (43%). The most common histological types were germ cell (35%) for ovary, squamous cell (52%) for cervix, choriocarcinoma (18%) for uterus, and squamous cell (30%) for vulva/vagina. The 21- to 25-year-old age group had the greatest number of cases for the entire cohort (23%). Most patients had only local disease at time of diagnosis, and the 5-year survival percentage was 86% (95% confidence interval 80-91) for all patients with ovarian and cervical carcinoma. Data from the SEER program demonstrated a similar distribution and incidence pattern. CONCLUSION: The ovary and cervix are the most common primary sites of gynecologic malignancies in patients 25 years of age or younger. Health maintenance programs for patients in this age group should continue to include pelvic exams and Pap test screening.

Adolescent↗

Is brain cancer mortality increasing in industrial countries?

This paper analyzes recent age-specific trends in brain and other central nervous system cancer mortality from 1968 to 1986-1987 in the United States, United Kingdom, Italy, France, and West Germany. It also examines changes in the use of diagnostic confirmation technology in the U.S. SEER program from 1973 to 1987 to estimate the influence of such factors on recent mortality trends. Other sources of error have not been evaluated in this paper. In the United States and Sweden, deaths due to brain and other central nervous system cancer, adjusted to the overall population, are unchanging. However, age-specific analyses of brain and other nervous system cancer in six major industrial countries show markedly different trends at different age groups, with drastic increases in brain tumor rates in the old: rates doubled in persons ages 75 to 84. In the United States, microscopic or radiographic confirmation occurred throughout this time period in 96% of all incident cases of brain and other central nervous system cancers diagnosed before death in the SEER program, with older persons receiving consistently more radiographic tests than younger persons. The use of diagnostic technology may change over time and across populations, but it is not known to what extent it accounts for these increasing trends, which require careful additional study.

Adolescent↗

Osteosarcoma as a second malignant neoplasm.

PURPOSE: The aim of this study is to compare primary and secondary osteosarcomas using data from the National Cancer Institute's Surveillance, Epidemiology and End Results (SEER) program. METHODS: Osteosarcoma cases were identified in the SEER Cancer Incidence Public-Use Database, 1973-96 (1,511 primary and 133 secondary osteosarcomas). Secondary osteosarcomas were further classified as occurring within or outside the previously irradiated field. Comparisons among groups were performed by nominal logistic regression. Survival analyses were performed using Kaplan-Meir and proportional hazards regression. RESULTS: Secondary osteosarcomas were more likely to have a non-extremity primary site and an older age at diagnosis (>40 years) (<0.0001 for both). Secondary osteosarcoma cases continued to be more likely to have a non-extremity site when excluding those occurring within the radiation field. Five-year overall survival was 50% lower for secondary osteosarcomas for both extremity and non-extremity sites. Primary malignancies associated with secondary osteosarcomas included 14 lymphomas/leukemias, six sarcomas, 54 carcinomas, and seven other cancers. Secondary osteosarcomas occurring within a field of radiation were more likely to occur at a younger age, have a malignancy with a primary morphology other than carcinoma, a non-limb site, and a longer duration between their primary malignant neoplasms and the development of osteosarcoma. No difference in the overall survival was noted between secondary osteosarcomas occurring within an irradiated field and those that did not. CONCLUSIONS: Secondary osteosarcomas are associated with carcinomas especially in the elderly. Although a 50% decreased 5-year survival was observed for secondary osteosarcomas in this study, this might not reflect the current outcomes with more aggressive therapy.

Adolescent↗

Endocrine tumors of the uterine cervix: incidence, demographics, and survival with comparison to squamous cell carcinoma.

OBJECTIVE: The aim was to describe the epidemiology of endocrine tumors of the cervix in comparison with invasive squamous cell carcinomas using population-based data reported to the Surveillance, Epidemiology and End-Results (SEER) program. METHODS: Retrospective analysis of actively followed cases reported to SEER from 1973 to 1998. Incidence, demographic characteristics, and survival were compared for endocrine and squamous tumors. RESULTS: There were 239 cases of endocrine tumors and 18,458 cases of invasive squamous cell carcinoma of the cervix included in the study. Mean age at diagnosis was 49 years for endocrine tumors versus 52 years for squamous cell carcinoma (P < 0.01). Endocrine tumors were more likely to present at a later FIGO stage (P < 0.01), and to have lymph node involvement at diagnosis (57 vs 18%, P < 0.01) compared to squamous cell carcinoma. Observed median survival for women with endocrine tumors was 22 months versus 10 years for women with squamous cell carcinoma. Age and FIGO stage-adjusted hazards of death were 1.84 times greater for endocrine tumors than for squamous cell carcinoma (95% CI 1.52-2.23). At all stages of disease, survival was worse for women with endocrine tumors compared to women with squamous cell carcinomas. CONCLUSIONS: Endocrine tumors of the cervix are extremely aggressive and survival is poor regardless of stage at diagnosis.

Adult↗

Prostate carcinoma incidence and patient mortality: the effects of screening and early detection.

BACKGROUND: Screening for and the aggressive treatment of prostate carcinoma are controversial, but they are nevertheless being practiced in the U.S. Current clinical studies of the effectiveness of screening will take years to complete. Meanwhile, screening for prostate carcinoma is already having an effect on society. METHODS: National and regional trends in prostate carcinoma incidence and data on patient mortality and survival from the Surveillance, Epidemiology, and End Results (SEER) Program of the National Cancer Institute are described in this article. SEER is a population-based cancer data base comprised of nine discrete areas. Fundamental principles of screening are used in this article to explain the impact that prostate carcinoma screening has had in the U.S. RESULTS: According to the data in the SEER registries, overall prostate carcinoma incidence rates increased at a far greater pace than prostate carcinoma mortality rates during the period 1973-1994. During that period, there was a shift in stage at diagnosis characterized by an increase in local and regional disease, and a decline in distant disease at diagnosis. Overall 5-year survival rates for prostate carcinoma patients also increased. The increase in incidence rates, the shift in stage at diagnosis, and the increase in survival rates are all evidence of increasing early detection. However, these changes are consistent with lead-time bias, length bias, a decline in mortality, and all three could have occurred. In the geographic SEER registries, the prostate carcinoma incidence rates vary markedly. These variations in incidence rates are due to regional variations in practice patterns and screening efforts. On the other hand, the SEER registries have comparable mortality rates. This is evidence of both lead-time bias and length bias. CONCLUSIONS: Substantial regional variations in incidence were found, but regional mortality rates were similar. This is evidence that screening and early detection efforts are resulting in the diagnosis of prostate carcinoma in some men who do not need therapy; thus, prostate carcinoma screening can lead to unnecessary treatment for such men. Furthermore, epidemiologic data do not demonstrate that screening is decreasing mortality. The benefits of screening and early detection, although theoretically possible, are yet unproven, whereas the risks and harms of screening and resultant treatment are definite.

Humans↗

Ovarian cancer. Survival and treatment differences by age.

BACKGROUND: Cancer of the ovary is a disease of older American women with an incidence rate of 9.4 per 100,000 for those under 65 compared to 54.8 per 100,000 for those 65 years of age and over. METHODS: Over 22,000 women were diagnosed with ovarian cancer between 1973 and 1987 within the Surveillance, Epidemiology and End Results (SEER) Program of the National Cancer Institute. SEER is a population-based program that covers nearly 10% of the U.S. population for cancer incidence and survival. RESULTS: Ovarian cancer survival rates vary dramatically by stage. Within stage, however, differences are noted in survival by age, with younger women surviving better than older women even after adjustment for the general life expectancy of each age group (relative survival). For Stages III-IV disease, women under 45 years of age have a 5-year relative survival rate of over 45% compared to only 8% for those 85 years of age and over. Between 1973-1977 and 1983-1987, the treatment for Stages III-IV disease has changed. For all age groups, there were sharp increases in the percentage having surgery and chemotherapy/hormonal therapy and decreases in those having surgery and radiation as part of the first course of therapy. Over 40% of women 85 years of age and over did not receive any definitive treatment according to the hospital medical record. In 1983-1987, younger women received more combination therapy (surgery with chemotherapy/hormonal therapy) versus older women who received more single modalities such as surgery only or chemotherapy/hormonal therapy only. CONCLUSIONS: Older women with ovarian cancer are treated less aggressively than their younger counterparts and have poorer survival rates.

Aged↗

A computer model for the study of breast cancer.

A computer model was designed as a relational database to assess breast cancer screening in a cohort of women where the growth and development of breast cancer originates with the first malignant cell. The concepts of thresholds for growth, axillary spread, and distant sites are integrated. With tumor diagnosis, staging was performed that includes clinical and sub-clinical states. The model was parameterized to have staging characteristics similar to data published by the Surveillance, Epidemiology, and End-Results (SEER) Program. Validation was accomplished by comparing simulated staging results with non-SEER sources, and simulated survival with independent clinical survival data.

Breast Neoplasms↗

Cancer burden in the aged: an epidemiologic and demographic overview.

Sixty percent of all cancer occurs in persons aged > or =65 years. This article provides an overview of aspects of the burden of cancer in the elderly, highlighting certain demographic and epidemiologic data. It served as a frame of reference for participants in the Oncology Geriatric Education Retreat, San Juan, Puerto Rico, February 21-26, 1997. Information comes from several major sources: U. S. Bureau of the Census; National Cancer Institute (NCI) Surveillance, Epidemiology, and End Results (SEER) Program; National Center for Health Statistics; National Institute on Aging (NIA)/NCI SEER Study on Comorbidity and Cancer in the Elderly; and NCI cancer prevalence estimates. Data on the aging population demonstrate an unprecedented expansion of the segment of the population aged > or =65 years. By 2030, 1 in 5 Americans will be aged > or =65 years. Because cancer incidence and mortality rates are highest in persons aged > or =65 years, expansion of this age group takes on great importance for medical professionals who provide treatment to older aged cancer patients. In addition, older aged cancer patients are likely to have preexisting conditions at diagnosis, creating a special clinical challenge. There is an urgent need to better understand the influence of aging on the early detection, diagnosis, and treatment of cancer. Clinicians who treat older persons (geriatricians, oncologists, and other health professionals) can benefit from the integration of the knowledge and approaches of each others' fields. The foundation for this multidisciplinary effort is linked with the education and training of future clinicians.

Age Distribution↗

Has survival improved for nasopharyngeal carcinoma in the United States?

OBJECTIVE: To analyze the epidemiologic patterns and survival rates for patients with nasopharyngeal carcinoma over the last three decades. METHODS: The National Cancer Institute (NCI) Surveillance, Epidemiology, and End Results (SEER) program tumor registries were used to identify patients with nasopharyngeal carcinoma in the United States from 1973 to 1999. Incidence and survival rates for each decade were then determined according to age, gender, race, histological type, and stage using the SEER statistical program. RESULTS: From 1973 to 1999, 4680 cases of patients with nasopharyngeal carcinoma in the United States were sampled by the NCI /SEER database. Overall incidence rates for each decade essentially remained unchanged over time (0.7/100,000). Asians exhibited the highest incidence rates (3.0-4.2), followed by blacks (0.7-1.1) and then whites (0.4-0.7). In contrast, survival rates have gradually improved over time for all stages and histological types (35.7% 5-year survival in the 1970s vs. 44.1% in the 1980, and 51% in the 1990s). With respect to race, Asians demonstrated the best 5-year survival rate (62.9%) followed by whites (42.6%) and then blacks (36.2%). However, this may be due to histology, because Asians were also found to have a greater proportion of World Health Organization (WHO) type III cases (27.6%) in comparison to the other 2 groups (22.4% for blacks and 15% for whites). CONCLUSIONS: Although the incidence rates of nasopharyngeal carcinoma have remained essentially unchanged in the United States in the last 3 decades, survival rates for each stage and histological subtype have exhibited considerable improvement over time. The higher survival rates in Asians may be partially attributed to the more favorable histology (type III) often seen in this group. EBM RATING: B-3.

Adult↗

The role of prostate-specific antigen (PSA) testing patterns in the recent prostate cancer incidence decline in the United States.

OBJECTIVES: Trends in first-time and later PSA procedure rates are ascertained using longitudinal data from a population-based cohort. These trends are compared to trends in prostate cancer incidence to determine the role of PSA in the recent decline in prostate cancer incidence. METHODS: Medicare data were linked with tumor registry data from the National Cancer Institute's Surveillance, Epidemiology, and End Results (SEER) Program. A 5 percent random sample (n = 39985) of Medicare beneficiaries from the SEER areas without a previous diagnosis of prostate cancer as of January 1, 1988 was followed through 1994. Trends in first-time PSA use were distinguished from those of second or later for men without diagnosed prostate cancer. RESULTS: Trends in the rate of first-time PSA procedures track closely with trends in prostate cancer incidence rates, increasing until 1992 and decreasing thereafter. Similar patterns were observed by race and age group. Geographic variability in the dissemination of PSA screening was observed, yet the association between testing and incidence remained. Men in the cohort had a 4.7 percent chance of being diagnosed within three months of an initial PSA test, with the percentage falling for subsequent tests. CONCLUSIONS: It is informative to distinguish first from later tests when assessing the effect of the diffusion of a test in a population. Taking this approach was useful in illuminating the role of PSA testing in a reversal of a long-term increase in prostate cancer incidence rates.

Age Distribution↗

Different regression equations relate age to the incidence of Lauren types 1 and 2 stomach cancer in the SEER database: these equations are unaffected by sex or race.

BACKGROUND: Although impacts upon gastric cancer incidence of race, age, sex, and Lauren type have been individually explored, neither their importance when evaluated together nor the presence or absence of interactions among them have not been fully described. METHODS: This study, derived from SEER (Surveillance, Epidemiology, and End Results (SEER) Program of the National Cancer Institute) data, analyzed the incidences of gastric cancer between the years 1992-2001. There were 7882 patients who had developed gastric cancer. The total denominator population was 145,155, 669 persons (68,395,787 for 1992-1996, 78,759,882 for 1997-2001). Patients with multiple tumors were evaluated as per the default of the SEER*Stat program. 160 age-, five year period (1992-1996 vs 1997-2001)-, sex-, race (Asian vs non-Asian)-, Lauren type- specific incidences were derived to form the stratified sample evaluated by linear regression. (160 groups = 2 five year periods x 2 race groups x 2 sexes x 2 Lauren types x 10 age groups.) Linear regression was used to analyze the importance of each of these explanatory variables and to see if there were interactions among the explanatory variables. RESULTS: Race, sex, age group, and Lauren type were found to be important explanatory variables, as were interactions between Lauren type and each of the other important explanatory variables. In the final model, the contribution of each explanatory variable was highly statistically significant (t > 5, d.f. 151, P < 0.00001). The regression equation for Lauren type 1 had different coefficients for the explanatory variables Race, Sex, and Age, than did the regression equation for Lauren type 2. CONCLUSION: The change of the incidence of stomach cancer with respect to age for Lauren type 1 stomach cancer differs from that for Lauren type 2 stomach cancers. The relationships between age and Lauren type do not differ across gender or race. The results support the notion that Lauren type 1 and Lauren type 2 gastric cancers have different etiologies and different patterns of progression from pre-cancer to cancer. The results should be validated by evaluation of other databases.

Adult↗