With Columbia app, women with endometriosis become citizen-scientists
Columbia University Medical Center May 17, 2017
Noémie Elhadad, PhD, associate professor of biomedical informatics at Columbia University, is all too familiar with the frustrating paucity of information about endometriosis. She was diagnosed with the condition at the age of 13 (much earlier than most women who are diagnosed in their 20s or 30s), but the condition, estimated to affect 1 in 10 women, is still a bit of a mystery.
Initially, researchers hypothesized that endometriosis occurs when endometrial cells and other menstrual debris flow backward through the fallopian tubes into the pelvic and abdominal cavities. Later, researchers found evidence that some epithelial cells that line many of our organs can develop into endometrial cells, complete with the hormone receptors found in the uterus.
ÂNot all women with endometriosis are affected in the same way, says Dr. Elhadad. Many women with endometriosis report debilitating menstrual cramps, extraordinarily heavy menstrual periods, pain during sex, or painful bowel movements or urination. Others have no pain at all. This range and variation in symptoms contribute to diagnosis delays averaging 10 years.
ÂCurrently, there is a disconnect between what doctors recognize as endometriosis symptoms and what patients are actually experiencing day to day, Dr. Elhadad says. Bridging this gap is critical to further research on endometriosis.Â
Dr. Elhadad, a computer scientist with expertise in language processing and data mining, has adopted a Âcitizen science approach to fill in gaps between patients experiences and current medical thinking. She has launched a research project called Citizen Endo, a series of studies that invites patients, advocacy groups, and the general public to actively participate in the research.
Phendo – an iPhone app  is one of the projectÂs first efforts to collect data directly from women with endometriosis. Phendo (the name is a combination of the words phenotype, which is the observable characteristics of genetic expression, and endometriosis) was developed with the help of more than 1,000 women through focus groups, interviews, and surveys.
Since its launch in December 2016 (with an Android version anticipated this summer), more than 1,700 women are using Phendo to track symptoms, impacts on daily living, and any treatments they have tried – dimensions that are currently missing from the medical literature. Users also provide information about their medical history.
When enough data is collected, Dr. Elhadad and her colleagues will look for clusters of patient characteristics and develop a temporal picture of endometriosis. They hypothesize that endometriosis is an umbrella term for a heterogeneous group of related conditions.
ÂThis finding would explain why some women have symptoms and others have none and why some endometrial lesions are confined to the pelvic region while others occur throughout the body, says Dr. Elhadad. ÂIt could also help clinicians take a precision medicine–based approach to treating women with different presentations of the condition.Â
Though Phendo is currently designed to collect information for researchers, data from Phendo could be used to develop a new app that helps women manage the condition on a day–to–day basis. Dr. Elhadad also hopes to work with gynecologic surgeons at Columbia to develop a symptom–tracking app that sends information directly to a patientÂs physician, which would aid in diagnosis and treatment.
ÂI am hopeful that the information we collect from our app users will improve our ability to identify and treat women, including those who are at risk for infertility, Dr. Elhadad says.
Go to Original
Initially, researchers hypothesized that endometriosis occurs when endometrial cells and other menstrual debris flow backward through the fallopian tubes into the pelvic and abdominal cavities. Later, researchers found evidence that some epithelial cells that line many of our organs can develop into endometrial cells, complete with the hormone receptors found in the uterus.
ÂNot all women with endometriosis are affected in the same way, says Dr. Elhadad. Many women with endometriosis report debilitating menstrual cramps, extraordinarily heavy menstrual periods, pain during sex, or painful bowel movements or urination. Others have no pain at all. This range and variation in symptoms contribute to diagnosis delays averaging 10 years.
ÂCurrently, there is a disconnect between what doctors recognize as endometriosis symptoms and what patients are actually experiencing day to day, Dr. Elhadad says. Bridging this gap is critical to further research on endometriosis.Â
Dr. Elhadad, a computer scientist with expertise in language processing and data mining, has adopted a Âcitizen science approach to fill in gaps between patients experiences and current medical thinking. She has launched a research project called Citizen Endo, a series of studies that invites patients, advocacy groups, and the general public to actively participate in the research.
Phendo – an iPhone app  is one of the projectÂs first efforts to collect data directly from women with endometriosis. Phendo (the name is a combination of the words phenotype, which is the observable characteristics of genetic expression, and endometriosis) was developed with the help of more than 1,000 women through focus groups, interviews, and surveys.
Since its launch in December 2016 (with an Android version anticipated this summer), more than 1,700 women are using Phendo to track symptoms, impacts on daily living, and any treatments they have tried – dimensions that are currently missing from the medical literature. Users also provide information about their medical history.
When enough data is collected, Dr. Elhadad and her colleagues will look for clusters of patient characteristics and develop a temporal picture of endometriosis. They hypothesize that endometriosis is an umbrella term for a heterogeneous group of related conditions.
ÂThis finding would explain why some women have symptoms and others have none and why some endometrial lesions are confined to the pelvic region while others occur throughout the body, says Dr. Elhadad. ÂIt could also help clinicians take a precision medicine–based approach to treating women with different presentations of the condition.Â
Though Phendo is currently designed to collect information for researchers, data from Phendo could be used to develop a new app that helps women manage the condition on a day–to–day basis. Dr. Elhadad also hopes to work with gynecologic surgeons at Columbia to develop a symptom–tracking app that sends information directly to a patientÂs physician, which would aid in diagnosis and treatment.
ÂI am hopeful that the information we collect from our app users will improve our ability to identify and treat women, including those who are at risk for infertility, Dr. Elhadad says.
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