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Predictive factors of resolution of primary vesico-ureteric reflux: a multivariate analysis.

OBJECTIVE: To identify independent factors predicting the resolution of primary vesico-ureteric reflux (VUR) in a cohort of medically managed children. PATIENTS AND METHODS: Between 1977 and 2003, 506 children were diagnosed with VUR and were conservatively managed and prospectively followed. All of the children were maintained on antibiotic prophylaxis. Follow-up imaging consisted of voiding cysto-urethrography (VCUG) or a direct isotope cystogram at intervals of 2-3 years. The predictive factors used are based on the patient data at the time of entry in the protocol. The dependent variable was VUR resolution. The criterion for resolution was based on a single negative VCUG or direct isotope cystogram. A survival analysis identified variables significantly associated with VUR resolution. Cox's regression model was applied to identify variables independently associated with the dependent variable. RESULTS: After adjustment, four variables remained as independent predictors of VUR resolution: nonwhite race, relative risk (95% confidence interval) of 1.5 (1.1-1.9; P = 0.009); mild grade of VUR, 3.3 (2.1-5.3; P < 0.001); absence of renal damage, 3.3 (2.4-4.5; P < 0.001); and absence of dysfunctional voiding, 2.0 (1.4-3.1; P < 0.001). For mild VUR, three variables were significantly associated: male gender, 1.7 (1.1-2.6; P = 0.012); absence of renal damage, 3.4 (1.8-6.4; P < 0.001); and unilateral VUR, 1.6 (1.1-2.3; P = 0.004). For moderate/severe VUR, three variables were significantly associated: nonwhite race, 1.7 (1.1-2.6; P = 0.01); absence of renal damage, 3.0 (2.0-4.4; P < 0.001); and absence of dysfunctional voiding, 2.8 (1.4-5.5; P = 0.004). CONCLUSION: Few factors are amenable to intervention to modify the natural history of VUR. According to our findings, there are only two possible interventions: avoiding renal scars and managing voiding dysfunction.

Antibiotic Prophylaxis↗

[Multivariate analysis of everyday handicap of patients with dizziness].

A preliminary questionnaire consisting of 30 questions was developed to evaluate handicaps in everyday life for 105 patients with dizziness. Factor analysis divided the questions into 5 principal factors of handicap due to dizziness: 1) disturbance of social activity, 2) body motion precipitating dizziness, 3) limitation of physical activity, 4) emotional disturbance, and 5) disturbance of interpersonal communications. The score of each factor was calculated as the sum of the scores of three principal questions in the corresponding factor. There was no contribution of clinical diagnosis, patient's age or gender, or duration of the disease to the score of each factor. Thus, it is concluded that the reorganized questionnaire which consists of three principal questions in 5 factors can be used for evaluating dizziness handicaps in everyday life. The score of the emotional factor in patients with Meniere's disease was higher than that for other vestibular disease. The score of the body motion factor in patients with vestibular neuronitis was higher than that for vertebro-basilar artery insufficiency. Thus, the re-organized questionnaire can also be used for evaluating the contribution of each factor to dizziness handicaps in everyday life.

Activities of Daily Living↗

A risk scoring system for prediction of coronary heart disease based on multivariate analysis: development and validation.

Considering the multifactorial disposition and the need of primordial prevention of coronary heart disease (CHD), a risk scoring system for the prediction of CHD was devised at Govt Medical College, Nagpur, India. In this pair-matched case-control study of 154 cases and 154 age and sex matched controls, socioeconomic status, physical inactivity, family history of CHD, type A personality characteristic, cigarette smoking, alcohol consumption, body mass index, diabetes mellitus, hypertension, total serum cholesterol and oral contraceptive use (in women) were studied for association with CHD. The additive risk scoring system based on the results of conditional multiple logistic regression identified five factors, namely, socioeconomic status, physical inactivity, diabetes mellitus, hypertension and toal serum cholesterol with statistical weights of 3,5,2,4 and 5 respectively. On back-validation using receiver operating characteristic (ROC) curve, a total score of 12 was found to be the cut off point above which there was increased risk of CHD. The overall predictive accuracy of this system-equivalent to the area under the ROC curve-was 0.7962 (95% Confidence Interval 0.7468-0.8455). On prospective validation using a separate group of 140 cases and 140 controls, the predictive accuracy was found to be 0.6964 (95% Confidence Interval 0.6341-0.7587). Future studies need to assess the risk scoring system in population based studies.

Adult↗

Hormonal factors and prognosis in epithelial ovarian cancer: a multivariate analysis.

When a significantly lower follicle stimulating hormone (FSH) level was found in patients with epithelial ovarian carcinoma, it was decided to analyze the influence of hormonal factors on prognosis. Thirteen factors were tested for prognostic significance in 35 women with epithelial ovarian carcinoma. Age, FIGO-stage, histopathological grade, residual tumor, treatment, gonadotrophins and steroid hormones were tested. By univariate log-rank testing a significantly shorter survival time was found for patients with ascending FIGO-stage, residual tumor mass, estradiol < 0.10 nmol/l, progesterone < 2.0 nmol/l and DHEAS < 1300 nmol/l. In the Cox model the independently significant prognostic factors found were residual tumor mass (P < 0.001) with a risk estimate of 2.65, progesterone (P < 0.05) with a risk estimate of 0.29 for a progesterone level > 2.0 nmol/l and total testosterone (P < 0.03) with a risk estimate of 0.29 for a total testosterone level > 1.15 nmol/l. The present findings, together with the assumption that an elevated gonadotrophin level may induce ovarian tumor growth (the gonadotrophin theory), earlier findings of estrogen and progesterone receptors in human ovarian cancer, and the in vitro demonstration of gonadotrophin-growth-stimulation of human malignant epithelial tumors, justify a thorough investigation of the interaction between steroid hormones and receptors, gonadotrophins, tumor bulk and survival in future research protocols.

Adenocarcinoma↗

Biochemical effects of dietary intake of different broccoli samples. II. Multivariate analysis of contributions of specific glucosinolates in modulating cytochrome P-450 and antioxidant defense enzyme activities.

Dietary broccoli exposure modulates various cytochrome P-450 (CYP)-associated activities and antioxidant defense enzyme activities in liver, colon, and kidney of rats. We present an analysis by the partial least-square method (PLS) of the contribution of single glucosinolates in modulating xenobiotic metabolizing and antioxidant defense enzyme activities. Generally, modulation of colonic enzyme activities was well described (58% to 75%) by models consisting of 3 principal components (PCs). The indolyl glucosinolates were not the only major contributors to the regulation of colonic 7-ethoxyresorufin O-deethylase (EROD) and 7-methoxyresorufin O-demethylase (MROD) activities, as would be expected from results of previous experiments testing the pure compounds, glucobrassicin (GB), neoglucobrassicin (NeoGB), and 4-methoxyglucobrassicin (4-MeOGB). In hepatic and renal microsomes, the modulation of enzyme activities could be partly described for hepatic and renal 7-pentoxyresorufin O-deethylase (PROD) activities (42% to 44%, 3 to 4 PCs), hepatic superoxide dismutase activity (45%, 2 PCs), and renal glutathione peroxidase (GSH Px) and glutathione reductase (GSSG Red) activities (43%, 3 PCs). These results indicate that substances other than glucosinolates in the complex mixtures modulate hepatic EROD, MROD, GSH Px, and GSSG Red activities or that the active glucosinolate metabolites vary in their systemic disposition.

Animals↗

A multivariate analysis for predicting cisplatin-induced delayed emesis.

The present study was designed to address the question of the early identification of patients at risk of developing cisplatin (CP)-related delayed emesis. This study included demographic, clinical, biological and pharmacological data and was conducted on 110 consecutive patients treated by CP-based chemotherapy. A previously validated single-point CP pharmacokinetic evaluation was performed in all patients. A total of 110 cycles was analyzed. Delayed vomiting (i.e., occurring between day 3 and day 7 following CP administration) was observed in 36.4% of cycles. Among the tested variables, the occurrence of delayed emesis was significantly related to elevated ultrafilterable (UF) platinum concentration (measured 16 h after the end of CP administration) and to low plasma magnesium concentration (measured 48 h before CP administration). Risk-thresholds for delayed emesis were established for UF platinum and magnesemia, at 60 ng/ml and 58 mmol/l, respectively. In the sub-group of patients with magnesemia determination, this later parameter was the only significant predictor of delayed emesis. Gender, cycle number, primary cancer location and age were not associated with the risk of developing delayed emesis. The ability to select patients at risk of delayed vomiting may offer a practical means of targeting administration of specific treatments.

Adult↗

Risk of proarrhythmic events in the Atrial Fibrillation Follow-up Investigation of Rhythm Management (AFFIRM) study: a multivariate analysis.

OBJECTIVES: This study examined the risk of proarrhythmic events in patients receiving antiarrhythmic drugs for treatment of atrial fibrillation (AF) according to present-day safety guidelines. BACKGROUND: Advances in understanding the proarrhythmic risk of antiarrhythmic drugs has led to development of safety guidelines for these agents. Such guidelines were used in the Atrial Fibrillation Follow-up Investigation of Rhythm Management (AFFIRM) study. METHODS: This study was an analysis of the risk of arrhythmic events (arrhythmic death, resuscitated cardiac arrest, sustained ventricular tachycardia (VT), and torsade de pointes VT) in the antiarrhythmic drug arm of the AFFIRM study. Each time an antiarrhythmic drug was begun, it was counted as an exposure to that drug and the risk of an arrhythmic event was calculated. RESULTS: A total of 2,033 patients received 3,030 exposures to antiarrhythmic drugs. Ninety-six arrhythmic events occurred by six years. Patients with a left ventricular ejection fraction <40% had more arrhythmic events. Twelve documented cases of torsade de pointes VT were noted. The incidence of torsade de pointes was 0.6% at five years (95% confidence interval 0.32 to 1.07). CONCLUSIONS: The overall risk of adverse arrhythmic events upon exposure to antiarrhythmic drugs in the AFFIRM study was reasonably low. Strict criteria for the safe use of antiarrhythmic drugs were successful in minimizing proarrhythmic events.

Age Factors↗

Multivariate analysis of factors influencing repeat expansion detection.

Repeat expansion detection (RED) is a powerful tool for detection of expanded repeat sequences in the genome. In RED, DNA serves as a template for a repeat-specific oligonucleotide. A thermostable ligase is used to ligate oligonucleotides that have annealed at adjacent positions, creating multimers in a thermal cycling procedure. The products are visualized after gel electrophoresis, transfered to a membrane and subsequently hybridized. Multiple linear regression (MLR) and partial least square (PLS) techniques were used to reveal the most influential factors in the amplification reaction and to identify possible interacting factors. Ligation temperature proved to be the most important factor in the reaction: Temperatures far below the melting point of the oligonucleotide increased the yield considerably. Higher cycle number resulted in a continuous rise in intensity, indicating that the ligase remained active even after 700 cycles or 12 hr of cycling. In addition, the concentration of ligase was found to be important. Using optimal parameters, a 5.5- and 3.2-fold increase in the yield of 180- and 360-nucleotide products respectively was obtained. The improved sensitivity makes the method more robust and facilitates detection of repeat expansions. This improvement may be particularly useful in development of RED for diagnostic purposes as well as for nonradioactive detection of RED products. Based on these results, a new protocol for the RED method was developed taking into account the risk of introducing artifacts with increased enzyme concentrations and lowered annealing temperatures.

DNA↗

Multivariate analysis of noise in genetic regulatory networks.

Stochasticity is an intrinsic property of genetic regulatory networks due to the low copy numbers of the major molecular species, such as, DNA, mRNA, and regulatory proteins. Therefore, investigation of the mechanisms that reduce the stochastic noise is essential in understanding the reproducible behaviors of real organisms and is also a key to design synthetic genetic regulatory networks that can reliably work. We use an analytical and systematic method, the linear noise approximation of the chemical master equation along with the decoupling of a stoichiometric matrix. In the analysis of fluctuations of multiple molecular species, the covariance is an important measure of noise. However, usually the representation of a covariance matrix in the natural coordinate system, i.e. the copy numbers of the molecular species, is intractably complicated because reactions change copy numbers of more than one molecular species simultaneously. Decoupling of a stoichiometric matrix, which is a transformation of variables, significantly simplifies the representation of a covariance matrix and elucidates the mechanisms behind the observed fluctuations in the copy numbers. We apply our method to three types of fundamental genetic regulatory networks, that is, a single-gene autoregulatory network, a two-gene autoregulatory network, and a mutually repressive network. We have found that there are multiple noise components differently originating. Each noise component produces fluctuation in the characteristic direction. The resulting fluctuations in the copy numbers of the molecular species are the sum of these fluctuations. In the examples, the limitation of the negative feedback in noise reduction and the trade-off of fluctuations in multiple molecular species are clearly explained. The analytical representations show the full parameter dependence. Additionally, the validity of our method is tested by stochastic simulations.

Animals↗

Search for an optimal combination of structural and functional parameters for the diagnosis of glaucoma. Multivariate analysis of confocal scanning laser tomograph, blue-on-yellow visual field and retinal nerve fiber layer data.

BACKGROUND: The purpose of this study was to evaluate which of the structural and functional parameters--the Heidelberg Retina Tomograph (HRT), white-on-white (W/W) and blue-on-yellow (B/Y) visual fields and semiquantitative retinal nerve fiber layer (RNFL) scoring parameters--can give the best separation between non-glaucomatous and glaucomatous eyes. METHODS: Fifty-five subjects were included in this study: 32 nonglaucomatous subjects with mean age of 54 years, and 23 patients with ocular hypertension or glaucoma and mean age of 59 years. The HRT with software 1.11, the Humphrey 30-2 W/W and lens coloration-corrected B/Y visual fields, and semiquantitative RNFL scores were utilized. Stepwise logistic regression analysis was used in finding, from a given set of parameters, a best discriminating parsimonious subset to a logistic model, the discriminatory performance of which was evaluated by the area under the ROC curve. RESULTS: When all the structural and functional variables were considered, the RNFL total overall score gave the best separation between glaucomatous and non-glaucomatous eyes (ROC area 0.98). Without the RNFL scores and optic disc size-dependent HRT parameters in the model, the cup shape measure was selected first (ROC area 0.88). In the second step the RNFL thickness was selected (ROC area 0.91), and in the third step the corrected B/Y mean deviation (MD) was selected (ROC area 0.91). With only the HRT parameters in the model, the cup/disc ratio was selected first (ROC area 0.88). However, when the groups were matched for optic disc size, all disc size-dependent HRT variables lost their discriminant power. CONCLUSION: Cup shape measure and RNFL thickness, together with age- and lens coloration-corrected MD of the B/Y perimetry provided good discrimination between healthy individuals and patients with glaucoma.

Adult↗

Prescribing of selective serotonin reuptake inhibitors, anxiolytics, and sedative-hypnotics by general practitioners in The Netherlands: a multivariate analysis.

A study of the prescribing of anxiolytics and sedative-hypnotics and the occurrence of anxiety or sleep disorders before and after the initiation of selective serotonin reuptake inhibitor (SSRI) therapy may provide insight into differences in individual SSRIs. The purpose of our study was to evaluate whether and in what way the likelihood of being prescribed an anxiolytic or sedative-hypnotic or receiving a diagnosis of an anxiety or sleep disorder differed in patients prescribed either fluoxetine or paroxetine by a general practitioner (GP) in the Netherlands, where these two agents are the most commonly prescribed SSRIs. Episodes of SSRI treatment were constructed from a recently available GP database in the Netherlands. Logistic regression analysis was used to determine whether, after controlling for other observable factors, the receipt of paroxetine or fluoxetine was a statistically significant determinant for receipt of an anxiolytic or sedative-hypnotic or a diagnosis of an anxiety or sleep disorder. We found that patients who were prescribed fluoxetine as their index drug were less likely to receive a concomitant sedative-hypnotic on their index date compared with patients receiving paroxetine. After controlling for other observable factors, such as use of anxiolytics and sedative-hypnotics before SSRI therapy or on the index date or the existence of comorbid anxiety or sleep disorders, patients starting fluoxetine therapy were no more likely than patients starting paroxetine therapy to receive an anxiolytic or sedative-hypnotic or a diagnosis of an anxiety or sleep disorder during the 60-day post period. The likelihood of a patient's being diagnosed with or receiving a prescription for an anxiety or sleep disorder does not appear to be a differentiating factor between the prescribing of fluoxetine or paroxetine by GPs in the Netherlands.

Aged↗

Evaluation of liver function parameters by Tc-99m-GSA using multivariate analysis: a study of 47 clinical cases.

To investigate the correlation between nuclear medicine parameters determined by technetium-99m-DTPA-galactosyl-human serum albumin (Tc-99m-GSA) and liver function tests, canonical correlation analysis was performed. Tc-99m-GSA studies were performed on 47 patients with hepatocellular carcinoma (HCC) who had undergone transcatheter arterial embolization (TAE). The nuclear medicine parameters LU15, HH15 and LHL15, which are results of nuclear imaging tests, were chosen in combination with the following liver function tests: the serum bilirubin level (T.Bil), the serum albumin level (Alb), serum cholinesterase activity (Ch-E), the clearance rate of indocyanine green (KICG), the hepaplastin test (HPT) and the prothrombin time (PT). The canonical correlation coefficient was 0.7345 and the upper tail probability was 0.00167. A significant correlation was observed between the two sets of variables. The high structural coefficients of Ch-E, KICG and HPT indicated a close relationship with the nuclear medicine parameters, supporting the notion that these nuclear medicine parameters are useful for the estimation of liver damage. The structural coefficients of the nuclear medicine parameters were also high, with LU15 being a parameter as useful as both HH15 and LHL15. T.Bil may evaluate a liver function that is not measured by nuclear imaging techniques, so we should take T.Bil results into account before considering TAE.

Aged↗

Multivariate analysis ('forensiometrics')--a new tool in forensic medicine. Differentiation between firearm-related homicides and suicides.

A forensiometric model to discriminate between homicidal and suicidal firearm-fatalities is presented. It is based on a survey of all 45 homicidal and 251 suicidal firearm-fatalities that were examined at the Department of Forensic Medicine in Stockholm, Sweden during the period 1983-92. The model used 15 variables to describe 19.8% of the variation in the data and its goodness of prediction, Q2, was 0.742. The variables ranked in falling order of covariation with homicide (i.e. correlation with or importance in the prediction of homicide) were: presence of other injuries than firearm-wounds, entrance wound in the front part of the chest except precordium, bullet path through clothes, entrance wound in upper extremity, female victim, entrance wound in abdomen, entrance wound in head except temples, central forehead and mouth, and entrance wound in back. The variables most correlated to suicide were: used firearm found close to victim's body, reported suicidal ideation, victim's age, presence of contact wound(s), male victim, presence of farewell letter and entrance wound in mouth. The model was thereafter validated on a test-set of 18 homicides and 84 suicides during 1993-95. All suicides and 16 homicides were classified by the model in agreement with the previous police and forensic medical examinations. Thus, the model's sensitivity to classify homicides is estimated to be 89% and its specificity 100%.

Adolescent↗

[Multivariate analysis of the prognostic factors in 230 surgically treated oral mucosal malignant melanomas].

PURPOSE: To analyze the prognostic factors which influence the survival rates in oral mucosal malignant melanoma patients. METHODS: 230 consecutive patients with oral mucosal malignant melanoma were included in the study. There were 141 males and 89 females.34 were in (TNM) I stage, 87 in II stage and 109 in III stage. Cox proportional hazards model was used to analyze the statistically significant prognostic factors. Kaplan-Meier method was used to analyze the survival rate under the different levels of the different factors and Log rank method for comparison of the distribution of the different survival rates. RESULTS: The prognostic factors include the thickness of the tumor, cervical lymph node metastasis, the presence or absence of ulceration and the anatomic sites. The P value and the relative risk were P<0.001, RR=1.868; P<0.001, RR=1.685; P<0.001, RR=1.411; P=0.008, RR=0.747, respectively. The different factors were independent with each other. The factors of sex (P=0.136), age (P=0.721) and the surgical method used (P=0.944) had no influence on survival rates in this study. CONCLUSIONS: The significant prognostic factors which influence the survival rates in oral mucosal malignant melanoma patients were similar to that in the skin malignant melanoma patients. The factors did not have factor-by-factor interactions. Surgery alone is not the best treatment of choice for oral mucosal melanoma.

Aged↗

Factors associated with excessive postoperative blood loss and hemostatic transfusion requirements: a multivariate analysis in cardiac surgical patients.

The purpose of this study was to prospectively evaluate whether heparin and protamine doses administered using a standardized protocol based on body weight and activated clotting time values are associated with either transfusion of hemostatic blood products (HBPs) or excessive postoperative bleeding. Analysis using 10 multiple logistic or linear regression models in 487 cardiac surgical patients included perioperative variables that may have an association with either transfusion of HBP and/or excessive postoperative chest tube drainage (CTD). Prolonged duration of cardiopulmonary bypass (CPB), lower pre-CPB heparin dose, lower core body temperature in the intensive care unit, combined procedures, older age, repeat procedures, a larger volume of salvaged red cells reinfused intraoperatively and abnormal laboratory coagulation results (prothrombin time, activated partial thromboplastin time, and platelet count) after CPB were associated with both transfusion of HBP and increased CTD. Female gender, lower total heparin dose, preoperative aspirin use and the number of HBPs administered intraoperatively were associated only with increased CTD, whereas a larger total protamine dose was associated only with perioperative transfusion of HBPs. Preoperative use of warfarin or heparin was not associated with excessive blood loss of perioperative transfusion of HBPs. In contrast to previous studies using bovine heparin, data from the present study do not support the use of reduced doses of porcine heparin during CPB.

Age Factors↗

[Multivariate analysis of gastric cancer patients with liver metastases].

In 93 cases of stomach cancer with liver metastasis, the influence of surgery and chemotherapy on the patients' prognosis was examined. Chemotherapy comprised systemic administration of mitomycin C (MMC) (39 cases), intra-hepatoarterial administration of MMC (19 cases) and intra-hepatoarterial infusion of cisplatin (CDDP) + MMC (PM intra-arterial chemotherapy) (24 cases) in the first 1-2 postoperative weeks. MMC and CDDP were given by 1-4 courses every 1-3 weeks. Examination of the prognosis factors by generalized Wilcoxon test revealed significant differences in the extent of lymph node metastasis (N0-2 vs N3,4), possible resection of primary lesion, and chemotherapeutic regimen (PM intra-arterial chemotherapy and other chemotherapeutic regimens). The response rate was 4.3% (1/23), 29.4% (5/17) and 73.8% (17/23) for MMC systemic administration, MMC intra-arterial chemotherapy and PM intra-arterial chemotherapy, respectively, with a significantly high response rate for the latter. Also for the 50% survival period, the latter showed 11.8 months compared with 2.7 months for other chemotherapeutic treatments, indicating its good prognosis regardless of possible resection of the primary lesion. Cox proportional hazard model revealed the latter alone to be a significant independent factor. The above results suggest that the PM intra-arterial chemotherapy is an effective approach to stomach cancer with liver metastasis.

Adult↗

Multivariate analysis of chromosomal imbalances in breast cancer delineates cytogenetic pathways and reveals complex relationships among imbalances.

More than 550 breast adenocarcinomas with clonal chromosomal abnormalities have been reported. Although the aberration pattern is clearly nonrandom, no specific primary or secondary karyotypic abnormality has been identified, and furthermore the chronological order in which the aberrations appear during disease progression is not well known. The high degree of karyotypic complexity in epithelial tumors such as breast cancer is one reason why our understanding of the sequential order of cytogenetic evolution is unclear. To overcome some of these difficulties, we have used several statistical methods that allow identification and interpretation of karyotypic pathways. These methods were applied on 538 breast cancer karyotypes. The distribution of the number of imbalances/tumor showed a monomodal appearance, indicating that one single mode of karyotypic evolution is operating in this tumor type. We show that there exists a temporal order with respect to the appearance of chromosomal imbalances. The imbalances +1pq, 1q-, 3p-, and +7 appear earlier than expected from random events, and two cytogenetic pathways, one initiated by +1q and followed by 11q- and -22, the other initiated by either 3p- or 1q- and followed by 1p-, 3q-, and 6q-, can be discerned. We also show that +7 and +8q behave independently of the other imbalances and cannot, by simple means, be incorporated in the identified pathway scheme. Although the cytogenetic pathways are well separated at earlier stages, they later converge and include a common set of late imbalances.

Adenocarcinoma↗

Human sex ratio at birth and mother's birth season: multivariate analysis.

We used a population-based historical French Canadian database to examine the effects of mother's birth season on sex ratio at birth. Non-first births in the database (n = 127,658) were analyzed for their sex, parish size (2 large parishes of Montreal and Quebec or the other smaller parishes), time period (births up to 1719 or those from 1720), maternal age (< or = 24, 25-29, 30-34, 35+ years), sex of the preceding sibling (male or female), and birth seasons of the child and his or her parents (February-April, May-July, August-October, November-January). Season of child's birth significantly affected the sex ratio (chi 2 = 11.507, d.f. = 3, p = 0.009), with the births in February-April or May-July showing a lower sex ratio. Season of mother's birth also contributed highly significantly to the variation of sex ratio (chi 2 = 15.196, d.f. = 3, p = 0.002); mothers born in February-April had a low sex ratio among their children (sex ratio = 1.013). In contrast, season of father's birth did not affect the sex ratio (chi 2 = 0.618, d.f. = 3, p = 0.892). When a multiple logistic model was applied to the data, mother's birth season was the single most significant factor. The lower sex ratio from mothers born in February-April was observed consistently for every maternal age and delivery season. Seasonal influences on female fetuses seem to have changed their future reproductive characteristics.

Canada↗