Disclaimer: The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
Grant Support: By the National Institute of Child Health and Human Development (R01 HD050625 to Dr. Gunderson); the National Center for Research Resources, National Institutes of Health (UCSF-CTSI UL1 RR024131); the Kaiser Permanente Northern California Community Benefit Program; and the W.K. Kellogg Foundation.
Disclosures: Dr. Gunderson reports grants from the National Institute of Child Health and Human Development, Kaiser Permanente Community Benefit Program, W.K. Kellogg Foundation, National Institutes of Health National Center for Research Resources, and American Diabetes Association during the conduct of the study. Dr. Lo reports grants from the National Institutes of Health during the conduct of the study and grants from Sanofi outside the submitted work. Dr. Fox reports grants from the National Institute of Child Health and Human Development, Kaiser Permanente Community Benefit Program, W.K. Kellogg Foundation, National Institutes of Health National Center for Research Resources, and the American Diabetes Association during the conduct of the study. Dr. Quesenberry reports grants from the National Institute of Child Health and Human Development during the conduct of the study and grants from Takeda, Merck, Sanofi–Aventis, Lilly, Genentech, Valeant, and Pfizer outside the submitted work. Authors not named here have disclosed no conflicts of interest. Forms can be viewed at
www.acponline.org/authors/icmje/ConflictOfInterestForms.do?msNum=M15-0807.
Reproducible Research Statement: Study protocol, statistical code, and data set: Available from Dr. Gunderson (e-mail,
[email protected]).
Corresponding Author: Erica P. Gunderson, PhD, MPH, MS, RD, Senior Research Scientist, Division of Research, Cardiovascular and Metabolic Conditions Section, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612; e-mail,
[email protected].
Current Author Addresses: Drs. Gunderson, Lo, Sternfeld, and Quesenberry; Ms. Hurston; and Ms. Ning: Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612.
Dr. Crites: Maternal-Fetal Medicine, Perinatology, Kaiser Permanente, 710 Lawrence Expressway, Santa Clara, CA 95051.
Dr. Walton: Director of Perinatal Services, Kaiser Foundation Hospital, Oakland Medical Center, 3779 Piedmont Avenue, Oakland, CA 94611.
Dr. Dewey: Distinguished Professor, Department of Nutrition, University of California, Davis, 1 Shields Avenue, Davis, CA 95616-8669.
Dr. Azevedo: Physician-in-Chief, Sacramento Medical Center, Kaiser Permanente, 2025 Morse Avenue, Sacramento, CA 95825.
Dr. Young: Senior Consultant, Department of Obstetrics and Gynecology, Union City Medical Offices, Kaiser Permanente, 3555 Whipple Road, Building A, Union City, CA 94587.
Dr. Fox: Chief, Department of Obstetrics and Gynecology, South Sacramento Medical Center, Kaiser Permanente, 6600 Bruceville Road, Sacramento, CA 95823.
Dr. Elmasian: Folsom Medical Offices, Kaiser Permanente, 2155 Iron Point Road, Folsom, CA 95630.
Dr. Salvador: Richmond Medical Center, Kaiser Permanente, 901 Nevin Avenue, Richmond, CA 94801.
Dr. Lum: Department of Obstetrics and Gynecology, San Jose Medical Center, Kaiser Permanente, 276 International Circle, San Jose, CA 95119.
Author Contributions: Conception and design: E.P. Gunderson, C.P. Quesenberry.
Analysis and interpretation of the data: E.P. Gunderson, S.R. Hurston, X. Ning, J.C. Lo, D. Walton, B. Sternfeld, C.P. Quesenberry.
Drafting of the article: E.P. Gunderson.
Critical revision of the article for important intellectual content: E.P. Gunderson, J.C. Lo, D. Walton, K.G. Dewey, B. Sternfeld.
Final approval of the article: E.P. Gunderson, S.R. Hurston, X. Ning, J.C. Lo, Y. Crites, D. Walton, K.G. Dewey, R.A. Azevedo, S. Young, G. Fox, C.C. Elmasian, N. Salvador, M. Lum, B. Sternfeld, C.P. Quesenberry.
Provision of study materials or patients: E.P. Gunderson, Y. Crites, D. Walton, S. Young, C.C. Elmasian, N. Salvador, M. Lum.
Statistical expertise: C.P. Quesenberry.
Obtaining of funding: E.P. Gunderson, C.P. Quesenberry.
Administrative, technical, or logistic support: S.R. Hurston, J.C. Lo, K.G. Dewey, G. Fox, C.C. Elmasian.
Collection and assembly of data: E.P. Gunderson, S.R. Hurston, J.C. Lo.
This article was published online first at
www.annals.org on 24 November 2015.
* For a list of the Study of Women, Infant Feeding and Type 2 Diabetes After GDM Pregnancy investigators, see the Appendix.
Win-win for both babies and mothers.
First, the study protocol planned for lactation intention to be estimated using an infant feeding intention scale2, but the paper provided no data on this. We consider that lactation intensity could not have been accurately evaluated using categories based on a daily amount of formula only; rather, the authors should have performed sensitivity analysis using categories based on breastfeeding frequency and quantity as measured by feeding diaries. Additionally, if study period data from feeding diaries are available, we would like to know whether the four categories reflect the total amount of breast feeding. We propose that the operationally-defined main exposure, lactation intensity, should be clinically reasonable or more directly reflect what authors aim to assess. Any difference between the definition and what the authors aimed to assess would have likely lead to information bias or misclassification3.
Second, we would like to know why 83 women with a mixed feeding or inconsistent lactation pattern at 4-6 weeks after delivery were excluded from the study population at enrollment. Lactation intensity was classified into four groups, including a mixed or inconsistent lactation group; the excluded population could have been included in this group.
1. Gunderson EP, Hurston SR, Ning X, Lo JC, Crites Y, Walton D, et al. Lactation and Progression to Type 2 Diabetes Mellitus After Gestational Diabetes Mellitus: A Prospective Cohort Study. Ann Intern Med. 2015; 163(12): 889-98
2. Nommsen-Rivers LA, Dewey KG. Development and validation of the infant feeding intentions scale. Matern Child Health J. 2009; 13(3): 334-42.
3. Kraemer HC1, Stice E, Kazdin A, Offord D, Kupfer D. How do risk factors work together? Mediators, moderators, and independent, overlapping, and proxy risk factors. Am J Psychiatry. 2001 Jun;158(6):848-56.
Author's Response
The rationale for the SWIFT study eligibility criteria and methods for the detailed assessments have been published previously.(1;2) The SWIFT study design sought to contrast extremes of infant feeding by a priori selection of women who were fully exposed versus unexposed to lactation, and efficiently achieve statistical power to evaluate our primary outcome, incident type 2 diabetes.(1) Our screening telephone call at 4-6 weeks postpartum determined the woman’s eligibility for enrollment based on her infant feeding practices since birth and future intentions (Online Supplement). There were 83 women who reported “mixed or inconsistent” feeding, or expressed their intention to decrease breastfeeding at the 4-6 weeks telephone screening interview. They were designated as “ineligible” per study protocol and did not enroll in the study (Figure). Therefore, they were not “excluded”. However, there were 101 women who reported mostly or exclusively breastfeeding at the screening phone interview, but later transitioned to “mixed or inconsistent” feeding by the 6-9 weeks postpartum in-person enrollment visit. These women were enrolled and are included in follow up.
This study design took into account infant feeding “intention” at screening and enrollment to define lactation intensity. Infant feeding intention is an integral feature of the study design and intensity definition thereby obviating any sensitivity analysis and minimizing misclassification. Most importantly, we directly measured metabolic parameters and perinatal outcomes that can lead to reverse causation for lactation and diabetes (worse health causes lactation failure), and our findings remained robust.
Our definition of lactation intensity is highly clinically relevant, because we account for the quantity of formula intake during 24 hours corresponding to the energy needs at 2 months of age.(3;4) Formula intake ≤ 6 ounces per 24 hours represents ≤25% of the average infant’s energy intake. Formula intake >17 ounces per day represents at least 70% or more of the average infant’s energy intake. These cut points clearly distinguish between mostly breastfeeding, mixed feeding, and mostly formula feeding groups. We also calculated lactation intensity scores based on frequency of feeding and formula intake relative to total number of feedings of any type per 24 hours based on the method of Piper et al. (5). Our lactation intensity based on quantity of formula relative to infant energy intake was closely related to lactation duration (Online Supplement), and the intensity ratio scores. In our opinion, the lactation intensity based on the daily quantity of formula intake is more easily communicated by clinicians to breastfeeding women during the prenatal and early postpartum periods.
Sincerely,
Erica P. Gunderson, PhD., MS, MPH,
Principal Investigator, SWIFT study
On behalf of the SWIFT Investigators
References
(1) Gunderson EP, Matias SL, Hurston SR, Dewey KG, Ferrara A, Quesenberry CP, Jr. et al. Study of Women, Infant Feeding, and Type 2 diabetes mellitus after GDM pregnancy (SWIFT), a prospective cohort study: methodology and design. BMC Public Health 2011; 11(1):952.
(2) Gunderson EP, Hedderson MM, Chiang V, Crites Y, Walton D, Azevedo RA et al. Lactation Intensity and Postpartum Maternal Glucose Tolerance and Insulin Resistance in Women With Recent GDM: The SWIFT cohort. Diabetes Care 2012; 35(1):50-56.
(3) Lucas A, Ewing G, Roberts SB, Coward WA. How much energy does the breast fed infant consume and expend? Br Med J (Clin Res Ed) 1987; 295(6590):75-77.
(4) Stunkard AJ, Berkowitz RI, Stallings VA, Schoeller DA. Energy intake, not energy output, is a determinant of body size in infants. Am J Clin Nutr 1999; 69(3):524-530.
(5) Piper S, Parks PL. Use of an intensity ratio to describe breastfeeding exclusivity in a national sample. J Hum Lact 2001; 17(3):227-232.